{"meta":{"query_hash":"54b5910a4f01","filters":{"topic":"Frailty in Older Adults"},"cohort_total":3562,"direct_labels_cover":11,"predictions_cover":3562,"exported":3562,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/54b5910a4f01","api":"https://metacan.xera.ac/api/v1/cohort?topic=Frailty+in+Older+Adults"},"results":[{"id":"W114202929","doi":"10.52964/amja.0290","title":"The Ability of Frailty to Predict Outcomes in Older People Attending an Acute Medical Unit","year":2013,"lang":"en","type":"article","venue":"Acute Medicine Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Frailty Index; Odds ratio; Odds; Gerontology; Frailty syndrome; Medical unit; Emergency medicine; Internal medicine; Logistic regression","score_opus":0.023880647360503892,"score_gpt":0.3432945300667492,"score_spread":0.3194138827062453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W114202929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.861694,0.00018522845,0.000680498,0.13456362,0.0009588172,0.0008642608,0.000010045068,0.000045419954,0.0009980999],"genre_scores_gemma":[0.9934466,0.00038007266,0.00075476535,0.0030498265,0.0007974141,0.00005171303,0.00002028266,0.00004901287,0.0014503351],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951176,0.0002718225,0.0014264277,0.00037370814,0.002063879,0.0007465444],"domain_scores_gemma":[0.99613094,0.000852508,0.0003323742,0.00085332245,0.0005353684,0.0012954862],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023389417,0.0003481249,0.0010461565,0.00036940584,0.00021628909,0.00003712083,0.0007705418,0.00022539438,0.0040782206],"category_scores_gemma":[0.003040699,0.00018769139,0.00016435578,0.00068799197,0.00041783886,0.00036262212,0.00018499485,0.0014479617,0.00006338969],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024288696,0.0005135891,0.8506156,0.00006371447,0.0011141343,0.00026985258,0.006439171,0.0000053944323,0.0065297317,0.00005537201,0.10979259,0.024357941],"study_design_scores_gemma":[0.005398162,0.0016123013,0.9830178,0.0006962225,0.0004397343,0.0020835898,0.0020044034,0.00057306146,0.00018889616,0.0003533984,0.0034483008,0.00018410831],"about_ca_topic_score_codex":0.0006676988,"about_ca_topic_score_gemma":0.0006169336,"teacher_disagreement_score":0.1324022,"about_ca_system_score_codex":0.00015947028,"about_ca_system_score_gemma":0.0003692152,"threshold_uncertainty_score":0.9968322},"labels":[],"label_agreement":null},{"id":"W1145011015","doi":"10.1159/000381134","title":"Frailty, Inflammation and Immunosenescence","year":2015,"lang":"en","type":"review","venue":"Interdisciplinary topics in gerontology and geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Immunosenescence; Inflammation; Immune system; Circumstantial evidence; Medicine; Immunology; Neuroscience; Bioinformatics; Biology","score_opus":0.08072569889544719,"score_gpt":0.39958817475724867,"score_spread":0.3188624758618015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1145011015","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016312265,0.99322337,0.000050390772,0.0009739818,0.00085445336,0.00076013454,0.00001523102,0.000043535885,0.0024476913],"genre_scores_gemma":[0.00021208578,0.99635196,0.0008590544,0.000021834394,0.00053646124,0.00007163678,0.00010282581,0.00003282472,0.0018113123],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979719,0.00016050196,0.000816651,0.0005578282,0.000163787,0.00032931956],"domain_scores_gemma":[0.9988538,0.00018353638,0.00027095832,0.00045047852,0.0000895899,0.0001516556],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040512547,0.00041324797,0.0016504236,0.0003843271,0.00007823876,0.00003154303,0.0001737382,0.0008756158,0.000022562252],"category_scores_gemma":[0.00014855246,0.0003537771,0.00012222804,0.00023819914,0.00023812566,0.00012634549,0.0008907225,0.0007992592,0.000018379013],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004168563,0.0000426141,0.00043507986,0.007262486,0.00004832424,0.00024366529,0.0008905441,1.2786674e-7,2.5722034e-7,0.0002773326,0.000578492,0.9901794],"study_design_scores_gemma":[0.0011393175,0.0004970508,0.0022854884,0.0057349456,0.0006283274,0.0026417421,0.0001890171,0.000044664168,6.286679e-7,0.0031682341,0.9831626,0.00050798594],"about_ca_topic_score_codex":0.000025469633,"about_ca_topic_score_gemma":0.00019140812,"teacher_disagreement_score":0.9896714,"about_ca_system_score_codex":0.00020566289,"about_ca_system_score_gemma":0.00024499893,"threshold_uncertainty_score":0.9998914},"labels":[],"label_agreement":null},{"id":"W1146388045","doi":"10.1016/j.cjca.2015.07.737","title":"Usefulness of Clinical Data and Biomarkers for the Identification of Frailty After Acute Coronary Syndromes","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Instituto de Salud Carlos III; Ministerio de Economía y Competitividad","keywords":"Medicine; Myocardial infarction; Internal medicine; Heart failure; Cystatin C; Acute coronary syndrome; Cardiology; Biomarker; Renal function","score_opus":0.15895458363518508,"score_gpt":0.373988891308125,"score_spread":0.21503430767293993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1146388045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863595,0.0026576063,0.0048602163,0.0036722897,0.0014155156,0.00029755934,0.00063797,0.0000017220954,0.00009766315],"genre_scores_gemma":[0.9990405,0.00010780038,0.00036926236,0.00010106906,0.000269699,0.0000041108647,0.000030311205,0.000009993942,0.000067248446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866164,0.00013260309,0.00081247,0.0001292275,0.00011934312,0.00014472178],"domain_scores_gemma":[0.99781156,0.00044702168,0.00041547342,0.0004978261,0.00047163526,0.00035649128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001876179,0.00007362583,0.0005484453,0.00012272393,0.000021196644,0.0000050785948,0.00029871124,0.00012496204,0.000006255288],"category_scores_gemma":[0.0016961007,0.000050862356,0.00011931827,0.000071965485,0.00055428257,0.00009067218,0.000033676504,0.00014838944,7.9616194e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014836702,0.000009790269,0.84286344,0.00012262087,0.0038619172,0.00033695524,0.0004690042,0.00005052225,0.00026192007,0.000043219727,0.10468338,0.045813564],"study_design_scores_gemma":[0.0021989052,0.0005901,0.9452073,0.000079567915,0.0009475568,0.0028803865,0.00046259063,0.00019568247,0.00011397145,0.00019734644,0.04706255,0.00006404754],"about_ca_topic_score_codex":0.00023257869,"about_ca_topic_score_gemma":0.0006043902,"teacher_disagreement_score":0.10234386,"about_ca_system_score_codex":0.000032043437,"about_ca_system_score_gemma":0.0012669911,"threshold_uncertainty_score":0.2247588},"labels":[],"label_agreement":null},{"id":"W1193404116","doi":"10.1159/000381236","title":"Frailty and Social Vulnerability","year":2015,"lang":"en","type":"review","venue":"Interdisciplinary topics in gerontology and geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Gerontology; Framing (construction); Vulnerability (computing); Healthy aging; Comprehension; Affect (linguistics); Psychology; Health care; Medicine; Computer science; Political science; Engineering; Computer security","score_opus":0.12441574221408344,"score_gpt":0.431904660433726,"score_spread":0.3074889182196425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1193404116","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001451897,0.99138033,0.00003484768,0.0019800188,0.00090251525,0.0007848561,0.000052023857,0.000049703252,0.003363801],"genre_scores_gemma":[0.0003277868,0.9953122,0.00081962475,0.00009030606,0.0009310997,0.00009751497,0.00014242066,0.000043544027,0.0022355155],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975298,0.00028620427,0.00084789837,0.0007439233,0.00018006277,0.00041208992],"domain_scores_gemma":[0.9988777,0.00023196558,0.00023886692,0.0004032576,0.00008926157,0.00015895849],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000615412,0.00047465984,0.0023046345,0.0002916982,0.00014021012,0.000027341117,0.00017997378,0.001208156,0.000046429504],"category_scores_gemma":[0.00012874018,0.0004004121,0.00020245196,0.00020464869,0.00041595576,0.000084668456,0.0010295344,0.0012280752,0.00001243695],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061443745,0.00012876751,0.0007383909,0.010226618,0.00006847666,0.00021593638,0.0017018924,3.3333293e-8,2.2638016e-8,0.00038231123,0.0027053708,0.9837707],"study_design_scores_gemma":[0.0010630097,0.00039857344,0.0023333444,0.0011966262,0.0006425138,0.0011497412,0.00018171988,0.000015267744,5.3009337e-8,0.004391197,0.9882013,0.00042661483],"about_ca_topic_score_codex":0.000017894668,"about_ca_topic_score_gemma":0.00020651464,"teacher_disagreement_score":0.985496,"about_ca_system_score_codex":0.0002835992,"about_ca_system_score_gemma":0.00028252674,"threshold_uncertainty_score":0.9998448},"labels":[],"label_agreement":null},{"id":"W146042042","doi":"10.1161/circ.118.suppl_18.s_702","title":"Abstract 2301: Frail Elderly Patients at Increased Risk for Mortality and Prolonged Institutional Care After Cardiac Surgery","year":2008,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Toileting; Delirium; Bathing; Heart failure; COPD; Activities of daily living; Geriatrics; Internal medicine; Surgery; Emergency medicine; Intensive care medicine; Physical therapy","score_opus":0.031388698039720705,"score_gpt":0.26348717605350364,"score_spread":0.23209847801378292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W146042042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975128,0.000456487,0.00007346866,0.000043648975,0.0002619676,0.001023049,0.00040017598,0.00005563485,0.00017273083],"genre_scores_gemma":[0.99748915,0.000026776506,0.0001283651,0.0000649495,0.00019648392,0.00017673119,0.0018873184,0.0000179265,0.0000122814345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890286,0.00003855858,0.00027299224,0.00029460175,0.0003122828,0.00017873045],"domain_scores_gemma":[0.99909854,0.00015552457,0.00011859127,0.00022261353,0.0002817188,0.00012300901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001431654,0.0001383985,0.00026133546,0.00007873735,0.0002122672,0.000009279145,0.000022091082,0.00013875212,0.00003534007],"category_scores_gemma":[0.00044039483,0.0001372588,0.00013867226,0.00007844944,0.00010724948,0.00016472493,0.000015445474,0.000102213366,0.000013950266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021734132,0.0000647913,0.99368614,0.00020075847,0.000069133996,0.00001001848,0.00058076583,0.000017099142,0.00020783507,0.0000017454577,0.0005173386,0.0044270456],"study_design_scores_gemma":[0.001113527,0.00003731825,0.99735016,0.00006609955,0.000121978046,0.0000074773625,0.000016355167,0.0000949889,0.00021744367,0.00002109818,0.0008152642,0.00013829711],"about_ca_topic_score_codex":0.00028246033,"about_ca_topic_score_gemma":0.00009121805,"teacher_disagreement_score":0.0042887484,"about_ca_system_score_codex":0.00023688909,"about_ca_system_score_gemma":0.00014411939,"threshold_uncertainty_score":0.5597251},"labels":[],"label_agreement":null},{"id":"W1480282507","doi":"10.1111/j.1532-5415.2005.53240.x","title":"A New Paradigm for Clinical Investigation of Infectious Syndromes in Older Adults: Assessing Functional Status as a Risk Factor and Outcome Measure","year":2005,"lang":"en","type":"review","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Clinical trial; Gerontology; Psychological intervention; Disease; Intensive care medicine; Population; Risk factor; Internal medicine; Environmental health; Psychiatry","score_opus":0.08505563590034829,"score_gpt":0.40178617891450563,"score_spread":0.3167305430141574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1480282507","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08508322,0.9103309,0.0015623188,0.0006224643,0.0009423916,0.001318122,0.00011574351,0.000017354523,0.0000074820805],"genre_scores_gemma":[0.006770214,0.98225534,0.009465919,0.00027296587,0.0010789562,0.000013542596,0.000010282536,0.0000683986,0.000064352535],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9956215,0.0004851068,0.0024513523,0.0003366875,0.0007577215,0.0003476488],"domain_scores_gemma":[0.9902741,0.0018316214,0.0068279267,0.00035305443,0.00035482476,0.00035848535],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014422843,0.00041097554,0.0029037334,0.00022143695,0.000087786655,0.000055936765,0.00020630479,0.00032831603,0.000016457767],"category_scores_gemma":[0.0028379648,0.00026898328,0.0022131193,0.0010151415,0.00032215597,0.00020912569,0.00008543844,0.0016505612,0.0000011934933],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009189947,0.0001247957,0.17509988,0.0032386717,0.0008131251,0.0000040034674,0.00076701335,0.000008597558,4.2855262e-7,0.00000229564,0.0034815548,0.81636775],"study_design_scores_gemma":[0.010578794,0.001725623,0.7594278,0.018437523,0.008584991,0.002062334,0.0010051624,0.00010152751,6.859207e-7,0.0002589647,0.19702393,0.0007926712],"about_ca_topic_score_codex":0.00019696189,"about_ca_topic_score_gemma":0.000014729386,"teacher_disagreement_score":0.81557506,"about_ca_system_score_codex":0.00069449394,"about_ca_system_score_gemma":0.003071526,"threshold_uncertainty_score":0.9999762},"labels":[],"label_agreement":null},{"id":"W1487542991","doi":"10.1111/j.1532-5415.2009.02480.x","title":"Neighborhood Deprivation, Individual Socioeconomic Status, and Frailty in Older Adults","year":2009,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Socioeconomic status; Medicine; Gerontology; Social deprivation; Demography; Psychological intervention; Confidence interval; Frailty Index; Health and Retirement Study; Population; Affect (linguistics); Environmental health; Psychology; Psychiatry","score_opus":0.009623960853787812,"score_gpt":0.26299156984509986,"score_spread":0.25336760899131205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1487542991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985112,0.0007551835,0.00014939757,0.013459878,0.00018869202,0.00023202739,0.000011264576,0.000012668054,0.000078887126],"genre_scores_gemma":[0.9877735,0.001397493,0.0043280344,0.0060773487,0.00035513876,0.0000014553722,0.0000030132894,0.000018240698,0.0000458054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835867,0.00007550124,0.00064306613,0.00018981345,0.00039201629,0.00034095245],"domain_scores_gemma":[0.9981888,0.00014787809,0.0010325394,0.00027318456,0.00017371816,0.00018387148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049016735,0.00017790397,0.0004979198,0.000096537995,0.000084217936,0.00004236784,0.00025204796,0.00008170499,0.000024834548],"category_scores_gemma":[0.00023522014,0.00013075394,0.00032036798,0.0004699236,0.0001925731,0.00018833815,0.00007707381,0.00065014785,0.0000029641376],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022116785,0.000363504,0.91165733,0.0000368675,0.00017445681,0.000009032338,0.009042099,0.00004976363,0.00040984235,0.00004840308,0.022378728,0.055608824],"study_design_scores_gemma":[0.0033134536,0.00040363465,0.9924318,0.0000615855,0.00011339249,0.00013530906,0.0018699599,0.00013016324,0.00008165215,0.00057377206,0.0007481353,0.00013714879],"about_ca_topic_score_codex":0.000057408197,"about_ca_topic_score_gemma":0.000006476066,"teacher_disagreement_score":0.08077448,"about_ca_system_score_codex":0.00030492275,"about_ca_system_score_gemma":0.00032364356,"threshold_uncertainty_score":0.5331991},"labels":[],"label_agreement":null},{"id":"W1491467700","doi":"10.30944/20117582.423","title":"Fragilidad quirúrgica: un factor predictor de morbilidad y mortalidad posoperatoria en adultos mayores sometidos a cirugía abdominal de urgencia","year":2014,"lang":"es","type":"article","venue":"Revista Colombiana de Cirugía","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","score_opus":0.009234775890402346,"score_gpt":0.26898282405873675,"score_spread":0.2597480481683344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1491467700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.979648,0.007351233,0.0022186057,0.0029978568,0.0011299886,0.0033698578,0.0008324443,0.00068655144,0.0017654604],"genre_scores_gemma":[0.9836112,0.0022402268,0.0030821566,0.003099668,0.004287063,0.00055042864,0.00023153432,0.00051453424,0.0023831541],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9866169,0.0025943916,0.0025974405,0.0023992236,0.002007787,0.003784228],"domain_scores_gemma":[0.9898932,0.0019929109,0.0010274742,0.0030094753,0.0009294402,0.003147521],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0031381112,0.0019377137,0.0029882747,0.0007761809,0.00067116716,0.0011122393,0.0020053443,0.0015593397,0.00402014],"category_scores_gemma":[0.0091008125,0.0020390572,0.0011753595,0.0015981479,0.00082717434,0.00054129714,0.00051132904,0.002419138,0.0011496189],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020413066,0.0029472534,0.8026467,0.006840183,0.0031067177,0.0023649393,0.011544893,0.00010778392,0.08746971,0.014830046,0.034658037,0.031442408],"study_design_scores_gemma":[0.015577278,0.003727349,0.70671654,0.007731671,0.004646808,0.0016495306,0.002164326,0.01649444,0.01965006,0.0011945493,0.21600875,0.004438732],"about_ca_topic_score_codex":0.0014210234,"about_ca_topic_score_gemma":0.00019042531,"teacher_disagreement_score":0.18135071,"about_ca_system_score_codex":0.0032237344,"about_ca_system_score_gemma":0.0031428481,"threshold_uncertainty_score":0.9999247},"labels":[],"label_agreement":null},{"id":"W1498246058","doi":"10.1111/j.1532-5415.2005.53311.x","title":"Where Does Research Occur in Geriatrics and Gerontology?","year":2005,"lang":"en","type":"review","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geriatrics; Citation index; Medicine; Science Citation Index; Publication; Gerontology; Developing country; Autonomy; Developed country; Population; Index (typography); Citation; Economic growth; Political science; Environmental health; Law; Economics","score_opus":0.09329162137361645,"score_gpt":0.4299586483766812,"score_spread":0.3366670270030647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1498246058","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020356365,0.99273723,0.000012777971,0.0034556645,0.0007861068,0.0007835712,0.000034592107,0.000014836543,0.00013956468],"genre_scores_gemma":[0.000096574564,0.9904507,0.005870689,0.00028213736,0.0022388536,0.000015140412,0.0000028499196,0.00008931295,0.00095373625],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99479747,0.0009627737,0.0017202158,0.0004562532,0.0012861346,0.0007771649],"domain_scores_gemma":[0.9939954,0.0014656315,0.002801361,0.00081219646,0.00060257595,0.0003227807],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0035730556,0.0005053207,0.0033458911,0.00046373226,0.00017616173,0.00008571373,0.0009418465,0.0004511826,0.000036476493],"category_scores_gemma":[0.0011526461,0.00027341806,0.0017464588,0.002815,0.0009285015,0.0001401955,0.0005040304,0.0041007437,0.000010923797],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054141736,0.0001979132,0.0012101578,0.005995664,0.00042162748,0.0000853901,0.000804385,0.00000174041,0.0000026302735,0.000008230228,0.06455706,0.9266611],"study_design_scores_gemma":[0.00086051406,0.00031648797,0.0012218825,0.0038948199,0.0010849044,0.0015481703,0.0007210506,0.0000082719735,3.4916826e-7,0.000049663293,0.9900069,0.00028693365],"about_ca_topic_score_codex":0.00015023073,"about_ca_topic_score_gemma":0.00007244271,"teacher_disagreement_score":0.92637414,"about_ca_system_score_codex":0.0014098071,"about_ca_system_score_gemma":0.0019124784,"threshold_uncertainty_score":0.9999718},"labels":[],"label_agreement":null},{"id":"W1502716447","doi":"10.1186/1471-2318-2-1","title":"Frailty, fitness and late-life mortality in relation to chronological and biological age","year":2002,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":722,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of British Columbia; Polytechnique Montréal","funders":"Medical Research Council Canada; Health Canada; Medical Research Council; Pfizer Canada; University of Ottawa; Pfizer","keywords":"Frailty Index; Medicine; Gerontology; Demography; Index (typography); Cohort; Senescence; Proportional hazards model; Linear regression; National Death Index; Internal medicine; Confidence interval; Statistics","score_opus":0.11397985548537047,"score_gpt":0.31150564117728574,"score_spread":0.19752578569191526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1502716447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967186,0.0006861694,0.00034950758,0.0008691001,0.00010331712,0.00042246457,0.000007886131,0.00006984261,0.0007731175],"genre_scores_gemma":[0.99607456,0.0002902537,0.0028280227,0.00037665138,0.00011903348,0.000018617662,0.000016229033,0.000009431963,0.00026718416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890363,0.000068986345,0.00028659706,0.000358543,0.00014880314,0.00023341652],"domain_scores_gemma":[0.9993429,0.00015798242,0.000047443045,0.00020666362,0.000027856915,0.00021712399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022432781,0.0001393956,0.0002917461,0.00011186607,0.00003975924,0.000023051778,0.000055698692,0.00026107457,0.00018937496],"category_scores_gemma":[0.0011312182,0.000111625246,0.000028215429,0.0003130241,0.00008775744,0.000057574554,0.000109200664,0.00020715679,0.000042541644],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062796644,0.000118957985,0.9953093,0.000065406275,0.000007902908,0.00007499634,0.00033652285,0.000033639033,0.0006240504,0.00016401242,0.00051087287,0.0026915653],"study_design_scores_gemma":[0.0013414867,0.00029674917,0.9954718,0.00002014187,0.000019613351,0.000018605111,0.00003599779,0.0013147546,0.000018100038,0.00027202186,0.0010551638,0.00013561499],"about_ca_topic_score_codex":0.000076432676,"about_ca_topic_score_gemma":0.000093158545,"teacher_disagreement_score":0.0025559503,"about_ca_system_score_codex":0.000049234954,"about_ca_system_score_gemma":0.000016441392,"threshold_uncertainty_score":0.45519453},"labels":[],"label_agreement":null},{"id":"W1509402735","doi":"","title":"Adaptación cultural y validez de la Edmonton Frail Scale - EFS en una muestra de ancianos brasileños","year":2009,"lang":"es","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Medicine; Philosophy","score_opus":0.012284179098207868,"score_gpt":0.31901260947502075,"score_spread":0.30672843037681286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1509402735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89704454,0.0016642523,0.0008490332,0.011633168,0.00034666847,0.0008628707,0.000055004755,0.00052164024,0.08702285],"genre_scores_gemma":[0.96018445,0.0006133491,0.00793013,0.0045939027,0.001922453,0.000025187628,0.00006120585,0.000075600714,0.024593696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957754,0.00054721767,0.00074472494,0.0007650447,0.0007341087,0.0014335093],"domain_scores_gemma":[0.99726456,0.0006033174,0.00018219449,0.0008211086,0.00020570852,0.00092308706],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00080047984,0.000681174,0.00079763454,0.00017707475,0.00019262334,0.0002645686,0.00052913604,0.0008984854,0.001364158],"category_scores_gemma":[0.0009523335,0.0005950868,0.0003568253,0.0004087202,0.00032686107,0.00046192753,0.00007703121,0.0011048485,0.00065924326],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063124875,0.0024489425,0.30074254,0.0007733637,0.00046215445,0.0018983762,0.020119734,0.00017396195,0.27799144,0.0058562364,0.25497314,0.13392887],"study_design_scores_gemma":[0.004597103,0.0013066271,0.8707377,0.0018985888,0.00045564008,0.0007587096,0.002459749,0.001025273,0.06970129,0.00094541634,0.04515232,0.00096161343],"about_ca_topic_score_codex":0.0020438847,"about_ca_topic_score_gemma":0.0002820048,"teacher_disagreement_score":0.56999516,"about_ca_system_score_codex":0.0007603609,"about_ca_system_score_gemma":0.0006209317,"threshold_uncertainty_score":0.99965006},"labels":[],"label_agreement":null},{"id":"W1514319082","doi":"10.2143/acb.66.3.2062544","title":"The Belgian geriatric day hospitals as part of a care program for the geriatric patient: first results of the implementation at the national level.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Belgian Health Care Knowledge Centre","keywords":"Medicine; Context (archaeology); Geriatrics; Health care; Pediatrics; Public health; Family medicine; Quarter (Canadian coin); Government (linguistics); Gerontology; Nursing; Psychiatry","score_opus":0.03695722648267912,"score_gpt":0.2837060014297989,"score_spread":0.24674877494711978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514319082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93360126,0.0029237478,0.000012744514,0.024180643,0.0019495563,0.027534133,0.0019632422,0.000076941265,0.0077577196],"genre_scores_gemma":[0.990601,0.000113241724,0.00008212748,0.00017282287,0.00021262726,0.00762346,0.000088602595,0.000023548957,0.0010825838],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99796414,0.00010998666,0.00061554695,0.00023301515,0.0007029208,0.00037437284],"domain_scores_gemma":[0.99741423,0.0008285343,0.00057335926,0.0005301768,0.0005942313,0.000059452363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009086295,0.00015543362,0.00018264726,0.00004873366,0.00046284177,0.000022091554,0.00040552652,0.00006528488,0.000033757184],"category_scores_gemma":[0.0013256716,0.00006573978,0.00021336474,0.00046622648,0.00022892823,0.00006524382,0.00015753941,0.000114474664,0.0000037075108],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012936963,0.0003201391,0.020215921,0.000273695,0.00053452054,9.402803e-7,0.029737536,0.000012322067,0.000024011852,0.00061354757,0.08658738,0.8603863],"study_design_scores_gemma":[0.0025980645,0.00040051498,0.87714314,0.000021529444,0.00025141978,0.0000071018567,0.0027268042,0.0000110700585,0.005162127,0.00020084725,0.111376844,0.00010052447],"about_ca_topic_score_codex":0.00035854656,"about_ca_topic_score_gemma":0.0012447942,"teacher_disagreement_score":0.86028576,"about_ca_system_score_codex":0.00016410192,"about_ca_system_score_gemma":0.00012917435,"threshold_uncertainty_score":0.35598513},"labels":[],"label_agreement":null},{"id":"W1520395661","doi":"10.1111/j.1532-5415.2005.00510.x","title":"Just What Defines Frailty?","year":2005,"lang":"en","type":"letter","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Medicine; Gerontology; MEDLINE; Law","score_opus":0.03035103236499041,"score_gpt":0.29455892480238594,"score_spread":0.2642078924373955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1520395661","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0172297,0.0059778406,0.0001248704,0.97216034,0.0037754774,0.000326552,0.0000313908,0.000039120092,0.00033471594],"genre_scores_gemma":[0.0012450848,0.019287799,0.012022291,0.9222771,0.035786245,0.000005474689,0.00001986253,0.00016981538,0.00918631],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959665,0.00017978014,0.0011530418,0.0003444074,0.0017079291,0.0006483636],"domain_scores_gemma":[0.99375063,0.00044970366,0.0038215134,0.0010170084,0.00077107525,0.00019003956],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005434052,0.0005451869,0.0015285374,0.00015708909,0.00017076633,0.00020953915,0.0010870752,0.0005487074,0.00013165781],"category_scores_gemma":[0.0004138474,0.00035127276,0.0029056317,0.0010983183,0.00061859505,0.0003584641,0.00025586874,0.005314964,0.000046608555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042091793,0.000069417714,0.00059652404,0.00017066873,0.0006109265,0.00014605226,0.0005807947,0.000021275162,0.00012882487,7.073278e-7,0.98445266,0.013180027],"study_design_scores_gemma":[0.0010382527,0.00037577588,0.0026233003,0.00045018492,0.0014351774,0.0021359576,0.0009067193,0.000027441461,0.00006877546,0.000048844653,0.9905225,0.00036708426],"about_ca_topic_score_codex":0.000053878077,"about_ca_topic_score_gemma":0.00000225904,"teacher_disagreement_score":0.049883213,"about_ca_system_score_codex":0.0007809346,"about_ca_system_score_gemma":0.0009002434,"threshold_uncertainty_score":0.9998939},"labels":[],"label_agreement":null},{"id":"W1524807258","doi":"10.1111/j.1532-5415.2010.02764.x","title":"Prevalence and 10‐Year Outcomes of Frailty in Older Adults in Relation to Deficit Accumulation","year":2010,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1107,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Institute for Biodiagnostics; Capital District Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Medicine; Frailty Index; Hazard ratio; Confidence interval; Gerontology; Demography; Cohort study; Population; Prospective cohort study; Cohort; Geriatrics; Internal medicine; Environmental health","score_opus":0.016954057619404442,"score_gpt":0.30759907252743707,"score_spread":0.29064501490803263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1524807258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968392,0.00009524704,0.00011139432,0.0024404465,0.00017991645,0.00028812166,0.000004636567,0.000004435936,0.000036568745],"genre_scores_gemma":[0.9915583,0.00019203802,0.007713245,0.00034375626,0.00007327047,0.000002160948,5.2818723e-7,0.000012537854,0.00010413051],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987553,0.00005740768,0.000560582,0.00012978066,0.00034747092,0.00014948823],"domain_scores_gemma":[0.9985197,0.00024231727,0.00071992894,0.00023723062,0.00020186396,0.00007893735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059758744,0.000105180334,0.00036182717,0.000121118304,0.000023855404,0.0000096150225,0.00015908584,0.00007381341,0.000024625142],"category_scores_gemma":[0.0010223136,0.000074962074,0.00016901013,0.000709943,0.00009684569,0.00012726574,0.00006994287,0.00050713756,0.0000016140905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013987647,0.00011603918,0.9911685,0.00007917288,0.000018794626,0.0000011696201,0.0029107928,0.00015630492,0.0021657255,0.000006680118,0.0006003915,0.0026365647],"study_design_scores_gemma":[0.0015948783,0.00016961952,0.99667627,0.000161091,0.000043525382,0.000016511718,0.0005385171,0.00046198076,0.00014328926,0.00005021673,0.00007345316,0.00007062835],"about_ca_topic_score_codex":0.00014549363,"about_ca_topic_score_gemma":0.00004598352,"teacher_disagreement_score":0.007601851,"about_ca_system_score_codex":0.00009919097,"about_ca_system_score_gemma":0.0001017805,"threshold_uncertainty_score":0.30568647},"labels":[],"label_agreement":null},{"id":"W1524996874","doi":"10.1111/j.1532-5415.2004.52521.x","title":"Operationalizing a Frailty Index from a Standardized Comprehensive Geriatric Assessment","year":2004,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":603,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Dalhousie University","funders":"Health Canada; Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Medicine; Gerontology; Geriatrics; Comorbidity; Hazard ratio; Adverse effect; Activities of daily living; Frailty Index; Physical therapy; Internal medicine; Confidence interval; Psychiatry","score_opus":0.022842183918662808,"score_gpt":0.3220524768312195,"score_spread":0.2992102929125567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1524996874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96262825,0.0007673263,0.023965005,0.011143326,0.00079710316,0.00037596468,0.000071573864,0.000030453546,0.00022102759],"genre_scores_gemma":[0.90794766,0.00078505074,0.085829936,0.0041120783,0.0011517772,0.000005864093,0.000008056427,0.000042740634,0.00011685459],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99719155,0.0001406134,0.0008102406,0.00023889374,0.0013006454,0.00031803423],"domain_scores_gemma":[0.9966805,0.0002580598,0.0014708028,0.00045519313,0.000907304,0.00022814581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003987204,0.00025402266,0.0008200082,0.00008792757,0.00023885956,0.00008994436,0.0004046804,0.00008522451,0.000064355845],"category_scores_gemma":[0.00021082908,0.00017302197,0.0010141393,0.0010986369,0.00028293277,0.0001830596,0.00017413202,0.000854561,0.000005012917],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004718433,0.004345145,0.3532601,0.0004681479,0.012923591,0.0006298053,0.02562799,0.06049436,0.2858294,0.0008399325,0.2111281,0.039734982],"study_design_scores_gemma":[0.020535545,0.0014345993,0.9251093,0.00032164072,0.0013534618,0.000805301,0.005690696,0.0009624235,0.002124555,0.002803428,0.038189948,0.0006690598],"about_ca_topic_score_codex":0.00042547644,"about_ca_topic_score_gemma":0.000006885692,"teacher_disagreement_score":0.5718492,"about_ca_system_score_codex":0.0012683196,"about_ca_system_score_gemma":0.0018004023,"threshold_uncertainty_score":0.70556307},"labels":[],"label_agreement":null},{"id":"W1526114725","doi":"10.1111/jgs.13453","title":"How Should Disability Be Measured in Older Adults? An Analysis from the Boston Rehabilitative Impairment Study of the Elderly","year":2015,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Aging; National Institute on Disability and Rehabilitation Research; Canadian Institutes of Health Research","keywords":"Medicine; Odds; Gerontology; Metric (unit); Odds ratio; Dimension (graph theory); Geriatrics; Emergency department; Logistic regression; Internal medicine; Psychiatry","score_opus":0.033315225579207554,"score_gpt":0.31401331848363806,"score_spread":0.2806980929044305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1526114725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96090966,0.00024712703,0.00007102329,0.037299827,0.00030570003,0.0011027702,0.000047398302,0.000009506996,0.0000069850785],"genre_scores_gemma":[0.997795,0.000036282734,0.0011804198,0.0006659641,0.0002463116,0.000016032496,0.0000022780266,0.000024445866,0.00003326372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99501526,0.0015432779,0.00091503747,0.00033974397,0.0018767084,0.0003099696],"domain_scores_gemma":[0.9945815,0.00090982585,0.0019360953,0.0014405637,0.00091260154,0.00021942066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029322943,0.00027432948,0.0010193454,0.00005486473,0.00013202458,0.000053683714,0.0009973879,0.00008143062,0.0000089349705],"category_scores_gemma":[0.0020354257,0.00012545864,0.0012779544,0.0028762135,0.00086105225,0.00020046551,0.00023629014,0.00091104,2.0066139e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006526812,0.002995407,0.88666517,0.000016814225,0.0012024316,0.0000020656848,0.1015077,0.0005330322,0.0001701236,6.0961656e-7,0.0032057345,0.0030482153],"study_design_scores_gemma":[0.0029946913,0.0029354421,0.7648867,0.000044162476,0.0015808368,0.0000055847213,0.22690813,0.00032365683,0.00007419148,0.00006525041,0.00007436066,0.00010703063],"about_ca_topic_score_codex":0.00551355,"about_ca_topic_score_gemma":0.0018861855,"teacher_disagreement_score":0.12540042,"about_ca_system_score_codex":0.0009921826,"about_ca_system_score_gemma":0.0003843759,"threshold_uncertainty_score":0.83348745},"labels":[],"label_agreement":null},{"id":"W1526245063","doi":"","title":"Aging population means more cancer cases.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cancer; Population; Medicine; Conjunction (astronomy); Demography; Gerontology; Environmental health; Internal medicine; Sociology","score_opus":0.032347714852193225,"score_gpt":0.2850559632076162,"score_spread":0.252708248355423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1526245063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824661,0.00044360576,0.0000067655083,0.00825859,0.0001992049,0.00064084475,0.000013067857,0.00014096292,0.007830866],"genre_scores_gemma":[0.97911775,0.00007369072,0.00009888429,0.0012845087,0.00035245053,0.0006290486,0.000039832325,0.00002004167,0.018383775],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992009,0.000012231454,0.00013649467,0.00017023363,0.00020143995,0.00027870425],"domain_scores_gemma":[0.9995924,0.000022921788,0.00002395644,0.00019785436,0.000028456137,0.00013437856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007461023,0.00008523008,0.0001305687,0.000049347145,0.00003982048,0.000011857796,0.000043165364,0.000044713976,0.00079888524],"category_scores_gemma":[0.00006775348,0.00007729501,0.000043018466,0.00013849807,0.000022131124,0.00008421083,0.0000075434095,0.000099738405,0.00003686573],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033007724,0.000031306816,0.12502024,0.000035191184,0.000027369357,0.00008024229,0.00021064434,0.00010824007,0.000006776769,0.000010037234,0.0038420563,0.8705949],"study_design_scores_gemma":[0.0006976283,0.0000069131975,0.9688791,0.000031631826,0.00005501258,0.00009088889,0.000018476261,0.00024377217,0.00018324495,0.000021094504,0.029685928,0.000086315486],"about_ca_topic_score_codex":0.002049497,"about_ca_topic_score_gemma":0.00029622772,"teacher_disagreement_score":0.87050855,"about_ca_system_score_codex":0.00014722832,"about_ca_system_score_gemma":0.000013439784,"threshold_uncertainty_score":0.8747234},"labels":[],"label_agreement":null},{"id":"W1529057054","doi":"10.9789/2175-5361.2015.v7i3.2688-2696","title":"Fragility and functional status of institutionalized elderly","year":2015,"lang":"pt","type":"article","venue":"Revista de Pesquisa Cuidado é Fundamental Online","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Gerontology; Psychology; Medicine; Philosophy","score_opus":0.05916415849560513,"score_gpt":0.3281372951859548,"score_spread":0.26897313669034967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1529057054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9606114,0.029960047,0.0013718564,0.0021558015,0.0009061122,0.0010703292,0.0023714015,0.000099624165,0.0014534488],"genre_scores_gemma":[0.9885426,0.0011595915,0.002418925,0.00082274113,0.0007769865,0.000021662869,0.0019864538,0.00006570729,0.004205289],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.995266,0.00030094106,0.0013682405,0.00080678967,0.0012452962,0.001012712],"domain_scores_gemma":[0.9963708,0.0002556728,0.0004982459,0.00070304744,0.00060670037,0.0015655196],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008586764,0.00059859746,0.001155741,0.00025668257,0.00014719905,0.000112773225,0.00017630922,0.00034259804,0.0014777607],"category_scores_gemma":[0.0013597113,0.0005966161,0.0002794642,0.0005097147,0.00095780595,0.00031117914,0.00029471912,0.0006831567,0.00011206442],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008411757,0.010088709,0.84998405,0.006289697,0.0019474081,0.0004085362,0.004545449,0.00018466702,0.010926606,0.016725408,0.04014233,0.050345402],"study_design_scores_gemma":[0.022942523,0.0044397055,0.39357522,0.0030805115,0.00132495,0.0007997543,0.0043957443,0.003590217,0.00043085424,0.000363611,0.5639203,0.0011365784],"about_ca_topic_score_codex":0.0011186466,"about_ca_topic_score_gemma":0.0001350661,"teacher_disagreement_score":0.52377796,"about_ca_system_score_codex":0.0015041687,"about_ca_system_score_gemma":0.0022759193,"threshold_uncertainty_score":0.9996485},"labels":[],"label_agreement":null},{"id":"W1530121331","doi":"10.1111/jgs.13451","title":"Assessing Upper Extremity Motion: An Innovative Method to Identify Frailty","year":2015,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; Atlantic Canada Opportunities Agency; Small Business Technology Transfer","keywords":"Medicine; Elbow flexion; Slowness; Elbow; Weakness; Physical medicine and rehabilitation; Cohort; Physical therapy; Flexibility (engineering); Preferred walking speed; Surgery","score_opus":0.08892728974392325,"score_gpt":0.4293908806769378,"score_spread":0.3404635909330146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1530121331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86075264,0.00010515561,0.12678477,0.010839148,0.0008624917,0.00021522472,0.0000068550285,0.000029507864,0.00040417915],"genre_scores_gemma":[0.66401714,0.000020356892,0.32968277,0.004751529,0.0012192879,0.0000025081724,0.0000020345776,0.000035990644,0.00026837902],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99723923,0.0004109032,0.0007000205,0.00024404607,0.0010819376,0.00032383323],"domain_scores_gemma":[0.99536276,0.0001914486,0.0013509899,0.0005328891,0.0020873207,0.0004745829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002778998,0.00021223698,0.0006306218,0.00011708788,0.00014395127,0.00014701435,0.0004853732,0.00008389571,0.000024993797],"category_scores_gemma":[0.0013438857,0.00014472268,0.00044980363,0.0027368998,0.00018465315,0.0006137329,0.00020906044,0.00082265463,0.000009672319],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062034035,0.0014269396,0.3288483,0.00011929343,0.0011962306,0.00009667917,0.040854424,0.0014733106,0.07865334,0.00009398936,0.25802985,0.2885873],"study_design_scores_gemma":[0.0029621865,0.0010759493,0.9403452,0.00015563196,0.0004944397,0.0012784344,0.024604078,0.0010753415,0.0044021304,0.00088661,0.022243584,0.00047638753],"about_ca_topic_score_codex":0.00010268307,"about_ca_topic_score_gemma":0.0000017074187,"teacher_disagreement_score":0.6114969,"about_ca_system_score_codex":0.00070412713,"about_ca_system_score_gemma":0.00073778053,"threshold_uncertainty_score":0.590162},"labels":[],"label_agreement":null},{"id":"W1530287310","doi":"10.1111/jgs.13417","title":"An Early Risk Index: The Original Frailty Measure?","year":2015,"lang":"en","type":"letter","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Island Health; University of Manitoba","funders":"","keywords":"Medicine; Gerontology; Stairs; Dementia; Geriatrics; Population; Index (typography); Activities of daily living; Body mass index; Cohort study; Physical therapy; Psychiatry; Environmental health","score_opus":0.02618597872743156,"score_gpt":0.2936896080091603,"score_spread":0.2675036292817287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1530287310","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22865523,0.0015753052,0.0011619806,0.76316464,0.003939647,0.000768741,0.00017846326,0.00006993019,0.00048605856],"genre_scores_gemma":[0.086133994,0.002291264,0.00832999,0.84313285,0.0543952,0.00001970853,0.000029947785,0.000398792,0.0052682245],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99367654,0.0008753286,0.001067675,0.00040221863,0.0032685024,0.0007097243],"domain_scores_gemma":[0.9907474,0.00045571162,0.00504162,0.0017122623,0.0017025247,0.00034046004],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0024704156,0.00059082615,0.0013755762,0.00012482473,0.0003469773,0.00018214299,0.002049047,0.00057253917,0.00005007894],"category_scores_gemma":[0.00081657607,0.00030631493,0.0020165234,0.0013447287,0.0010190201,0.00021448222,0.0001930786,0.009810723,0.00003222287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014923076,0.00008588752,0.029560413,0.00004295342,0.0008632659,0.00010309234,0.0013914589,0.00004011966,0.00005223335,6.8283464e-7,0.96431434,0.0033963197],"study_design_scores_gemma":[0.001725877,0.00132409,0.047389727,0.00014154684,0.00224496,0.0011070168,0.0006608873,0.00012993073,0.00002072215,0.0003229196,0.9444789,0.00045339635],"about_ca_topic_score_codex":0.0008862073,"about_ca_topic_score_gemma":0.000009477708,"teacher_disagreement_score":0.14252125,"about_ca_system_score_codex":0.0010302757,"about_ca_system_score_gemma":0.0022254065,"threshold_uncertainty_score":0.9999389},"labels":[],"label_agreement":null},{"id":"W1530541112","doi":"10.1111/j.1532-5415.2011.03259.x","title":"RESPONSE LETTER TO DR. KIM AND MS. CHOI","year":2011,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"South Health Campus; University of Calgary","funders":"","keywords":"Medicine; Conventional PCI; Psychosocial; Percutaneous coronary intervention; Angina; Activities of daily living; Coronary artery disease; Population; Gerontology; Quality of life (healthcare); Physical therapy; Internal medicine; Psychiatry; Myocardial infarction","score_opus":0.023595806424313394,"score_gpt":0.2760386396462995,"score_spread":0.2524428332219861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1530541112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95548445,0.00020219135,0.00052941503,0.04292328,0.0004702039,0.00015437359,0.000004573778,0.000012947629,0.0002185524],"genre_scores_gemma":[0.9312002,0.00030966263,0.028906928,0.036656562,0.001021128,0.0000027905917,2.0282077e-7,0.00003991849,0.0018625831],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9986907,0.00014513507,0.00037144622,0.00013658123,0.0004142013,0.00024190512],"domain_scores_gemma":[0.99844366,0.00020290086,0.00054835266,0.00034778056,0.00020794143,0.000249379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009154501,0.00013725365,0.00037436953,0.00006558174,0.00008584718,0.000020720681,0.0002611677,0.000048980608,0.000037005088],"category_scores_gemma":[0.0006144992,0.000087860266,0.00037128435,0.00056829356,0.00023538347,0.000078637604,0.00013983615,0.00045875617,0.000011592183],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002753178,0.00020562853,0.045286573,0.000037444755,0.00033419472,0.000051418447,0.014874931,0.000005328883,0.06155275,0.00000761193,0.8697806,0.005110329],"study_design_scores_gemma":[0.0017349988,0.0016028421,0.7724962,0.00009015589,0.00030646534,0.00078318967,0.0011450594,0.000020475756,0.0032502422,0.00009380318,0.2182516,0.00022492655],"about_ca_topic_score_codex":0.00007587053,"about_ca_topic_score_gemma":0.0000014540256,"teacher_disagreement_score":0.7272097,"about_ca_system_score_codex":0.0001486472,"about_ca_system_score_gemma":0.0001530415,"threshold_uncertainty_score":0.35828376},"labels":[],"label_agreement":null},{"id":"W1531329238","doi":"10.1159/000364933","title":"Aging as a Process of Deficit Accumulation: Its Utility and Origin","year":2014,"lang":"en","type":"review","venue":"Interdisciplinary topics in gerontology and geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; Dalhousie University","funders":"","keywords":"Frailty Index; Index (typography); Life span; Gerontology; Estimation; Demography; Medicine; Computer science; Economics","score_opus":0.10290400055438073,"score_gpt":0.44989736923726376,"score_spread":0.346993368682883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1531329238","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019791584,0.9757407,0.00012166186,0.0004366774,0.00050656794,0.00084256125,0.000017901164,0.000031919742,0.0025104587],"genre_scores_gemma":[0.03874674,0.9594323,0.00040203618,0.000038664894,0.00035515102,0.000067812645,0.0000661392,0.000034642144,0.0008564931],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778754,0.00016572005,0.0009735364,0.0006075929,0.00016355248,0.00030205178],"domain_scores_gemma":[0.99856925,0.00038492354,0.0004129795,0.00040128303,0.00011974739,0.00011182326],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004360539,0.0003847103,0.0019926257,0.00034841112,0.00007412487,0.000015708149,0.000178759,0.00069734745,0.00005063961],"category_scores_gemma":[0.0002737306,0.00032903426,0.00015478939,0.00027675,0.00018730242,0.00009207313,0.000461097,0.0006560373,0.0000067034225],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107131156,0.00016333173,0.007883712,0.06356543,0.0001157063,0.00014762522,0.0016899907,0.0000013684685,1.2116264e-7,0.0015122987,0.000079316545,0.92473394],"study_design_scores_gemma":[0.004668861,0.0020982446,0.022142664,0.03587153,0.0034600887,0.0056406585,0.0007263424,0.0016939184,0.0000052052087,0.012706512,0.9091728,0.0018132265],"about_ca_topic_score_codex":0.000012437755,"about_ca_topic_score_gemma":0.00008743009,"teacher_disagreement_score":0.92292076,"about_ca_system_score_codex":0.00007652369,"about_ca_system_score_gemma":0.00021265152,"threshold_uncertainty_score":0.9999162},"labels":[],"label_agreement":null},{"id":"W1534882576","doi":"10.1111/j.1532-5415.2006.00738.x","title":"Long‐Term Risks of Death and Institutionalization of Elderly People in Relation to Deficit Accumulation at Age 70","year":2006,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":481,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Gerontology; Institutionalisation; Quartile; Interquartile range; Cohort; Cohort study; Population; Demography; Retrospective cohort study; Confidence interval; Surgery; Psychiatry; Environmental health; Internal medicine","score_opus":0.03939942777916547,"score_gpt":0.3289665061866518,"score_spread":0.2895670784074863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1534882576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928872,0.000401819,0.00574968,0.00058362616,0.00009385681,0.00021164418,0.000008149031,0.000004120649,0.000059879738],"genre_scores_gemma":[0.9950334,0.0003849322,0.004318965,0.00009995073,0.00009911899,0.000001227579,0.000009219629,0.000010053421,0.000043126947],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987731,0.000059141104,0.00059285626,0.00009615057,0.0003712671,0.00010747459],"domain_scores_gemma":[0.99832386,0.00011566249,0.0011053839,0.0001497077,0.00025877845,0.000046601162],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034969885,0.00009021859,0.00033181734,0.00011263277,0.000048660953,0.000007628131,0.0000901247,0.000054633663,0.0000053553786],"category_scores_gemma":[0.00020864865,0.000070271715,0.00017520554,0.0007738492,0.00008964023,0.000111019195,0.00005353469,0.00014798988,4.0933955e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001448047,0.000116410556,0.97815096,0.00007779066,0.000032309672,0.000001963631,0.001140115,0.010396356,0.007724798,0.00007584025,0.0005014992,0.0016371737],"study_design_scores_gemma":[0.001016855,0.0002881083,0.9969367,0.00011242069,0.000112469126,0.000050905808,0.00009901132,0.000547628,0.00053801213,0.00016191509,0.00007604187,0.000059940397],"about_ca_topic_score_codex":0.00068852433,"about_ca_topic_score_gemma":0.00016252104,"teacher_disagreement_score":0.018785754,"about_ca_system_score_codex":0.0003212634,"about_ca_system_score_gemma":0.00011910644,"threshold_uncertainty_score":0.28655973},"labels":[],"label_agreement":null},{"id":"W1535364029","doi":"10.11606/d.7.2010.tde-16122010-120232","title":"O acesso aos serviços de saúde e sua relação com a capacidade funcional e a fragilidade em idosos atendidas pela Estratégia Saúde da Família","year":2010,"lang":"pt","type":"dissertation","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine; Gerontology; Humanities; Philosophy","score_opus":0.021772018040386393,"score_gpt":0.29779216402395103,"score_spread":0.2760201459835646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1535364029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9616687,0.001261056,0.0015704622,0.0041530277,0.0064840713,0.0048832474,0.0012234866,0.0010372956,0.017718649],"genre_scores_gemma":[0.8617393,0.00037528877,0.0028264746,0.002275188,0.0017635376,0.00067066314,0.014934226,0.00076834636,0.114647],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.98472464,0.0006984462,0.003422441,0.0034682916,0.003925295,0.003760866],"domain_scores_gemma":[0.9889599,0.0012467403,0.0018207933,0.003498782,0.0018219317,0.0026518344],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0015070407,0.0033792304,0.0034130285,0.0010520457,0.0009952971,0.0007527952,0.0024245686,0.006442158,0.0148309395],"category_scores_gemma":[0.0019619765,0.0033491089,0.001422942,0.0015771,0.00054185727,0.0008044158,0.00035894138,0.010580355,0.0057255263],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01272954,0.010814399,0.077872306,0.0216824,0.008865847,0.008591457,0.15322481,0.0005347495,0.5369049,0.006717591,0.10003236,0.062029645],"study_design_scores_gemma":[0.053388443,0.0082872845,0.4262585,0.025761835,0.015336493,0.0066179167,0.17751177,0.06705425,0.13388203,0.0029301445,0.06366841,0.019302916],"about_ca_topic_score_codex":0.00484058,"about_ca_topic_score_gemma":0.016149279,"teacher_disagreement_score":0.40302286,"about_ca_system_score_codex":0.0014021208,"about_ca_system_score_gemma":0.004299406,"threshold_uncertainty_score":0.9978933},"labels":[],"label_agreement":null},{"id":"W153849662","doi":"10.1007/978-1-4419-5923-2_55","title":"Management Issues in the Elderly","year":2010,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quarter (Canadian coin); Population; Gerontology; Demography; Population ageing; Emergency medicine; Environmental health; Geography","score_opus":0.01992014014280425,"score_gpt":0.28113926400704986,"score_spread":0.2612191238642456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W153849662","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005673372,0.00042705008,0.00001604393,0.016302368,0.00024212361,0.00077963795,0.0000033153128,0.00005874398,0.98211396],"genre_scores_gemma":[0.0014592076,0.0005638233,0.0020178047,0.0018953223,0.00033089973,0.000021198726,0.000041130454,0.000040719973,0.9936299],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893534,0.000006286437,0.00023112707,0.0002600397,0.00039782224,0.0001693551],"domain_scores_gemma":[0.99909157,0.000044798053,0.000046997764,0.00074100884,0.000032647225,0.0000429968],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016078913,0.00022188631,0.00027470654,0.0001411574,0.000022196615,0.000021239455,0.0002333,0.00028197764,0.0049460535],"category_scores_gemma":[0.00001053978,0.00013393705,0.00009471102,0.000018995263,0.00007492262,0.000021700103,0.00005625624,0.00074449903,0.00134129],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004877138,0.000099642864,0.00005448716,0.00045426868,0.0002314943,0.002205612,0.0008848322,1.228315e-7,0.000028516451,0.52283484,0.20672242,0.266435],"study_design_scores_gemma":[0.0005272369,0.0002013394,0.00040348296,0.00033986746,0.00009456514,0.000060474205,0.000077962846,0.0000011159558,0.000027986709,0.012993019,0.985126,0.0001469044],"about_ca_topic_score_codex":0.000072357005,"about_ca_topic_score_gemma":0.00044649636,"teacher_disagreement_score":0.77840364,"about_ca_system_score_codex":0.000028918765,"about_ca_system_score_gemma":0.000014995221,"threshold_uncertainty_score":0.99943626},"labels":[],"label_agreement":null},{"id":"W1544607649","doi":"10.1111/jgs.13490","title":"Accelerometer‐Derived Pattern of Sedentary and Physical Activity Time in Persons with Mobility Disability: National Health and Nutrition Examination Survey 2003 to 2006","year":2015,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University; University of Alberta","funders":"Canadian Institutes of Health Research; Canada Research Chairs; University of Alberta","keywords":"Medicine; National Health and Nutrition Examination Survey; Waist; Gerontology; Population; Sedentary lifestyle; Physical therapy; Demography; Sitting; Obesity; Physical activity; Environmental health; Internal medicine","score_opus":0.0352641066021496,"score_gpt":0.31209421817059385,"score_spread":0.2768301115684443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1544607649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99540097,0.000059291266,0.00030172194,0.0036748722,0.000039530525,0.00041161463,0.000103837054,0.0000038688936,0.0000042743777],"genre_scores_gemma":[0.9979079,0.00005783559,0.0015471111,0.00035789984,0.000090710324,0.0000052525634,0.0000075277244,0.000009935653,0.000015825493],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984715,0.00039687048,0.00024683034,0.0001617732,0.00058154104,0.00014146601],"domain_scores_gemma":[0.9983747,0.00025099705,0.0005330484,0.00013281085,0.0005008069,0.00020765627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013821096,0.000111010944,0.0004464798,0.000049332368,0.00003814816,0.00001457633,0.00008321354,0.000027288876,0.000001849987],"category_scores_gemma":[0.00045125827,0.00007848431,0.00007252852,0.00078029145,0.00031612185,0.00015527455,0.00006231336,0.0002451338,2.1729649e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007106373,0.0022489312,0.95455426,0.0002093247,0.000114056784,0.0000012751796,0.009421415,0.000037917027,0.0031621885,1.6621564e-7,0.0062095053,0.023330346],"study_design_scores_gemma":[0.0016503574,0.001583985,0.9933782,0.000064150605,0.000026538712,0.000042343825,0.0020253782,0.00093003694,0.00020293285,0.000011876173,0.00001568055,0.00006847266],"about_ca_topic_score_codex":0.0012880616,"about_ca_topic_score_gemma":0.00012173387,"teacher_disagreement_score":0.03882401,"about_ca_system_score_codex":0.00053353625,"about_ca_system_score_gemma":0.00037151662,"threshold_uncertainty_score":0.32004973},"labels":[],"label_agreement":null},{"id":"W1547634471","doi":"10.1111/ggi.12290","title":"Cognitive examination in older adults living in temporary apartments after the <scp>G</scp>reat <scp>E</scp>ast <scp>J</scp>apan <scp>E</scp>arthquake","year":2015,"lang":"en","type":"letter","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Geriatrics; Gerontology; Medicine; Psychiatry","score_opus":0.02407372828320464,"score_gpt":0.2823701067191358,"score_spread":0.2582963784359312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1547634471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9081942,0.012873861,0.0010456489,0.025242582,0.016790988,0.004955482,0.0024467576,0.00044233122,0.028008183],"genre_scores_gemma":[0.8388419,0.0055331956,0.0014684403,0.060463563,0.013280959,0.0038446968,0.015372028,0.00080882164,0.060386397],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.98241764,0.0019674574,0.0044688503,0.0041967905,0.0036940756,0.0032551968],"domain_scores_gemma":[0.97020924,0.02043257,0.0034935442,0.0016161562,0.0034489336,0.0007995817],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0036455807,0.0028306523,0.0033087686,0.005009693,0.00043105677,0.0006914077,0.002932855,0.005160789,0.00024414112],"category_scores_gemma":[0.026497252,0.0027636648,0.00089983264,0.0016892988,0.0012652603,0.0015419269,0.0016734238,0.0063176868,0.0004687213],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001476566,0.0019126863,0.25783223,0.00052792294,0.0023647856,0.004630786,0.021165924,0.00004958004,0.00003247154,0.00027084284,0.7065981,0.0044669933],"study_design_scores_gemma":[0.015659539,0.0010924342,0.48625308,0.001503397,0.0011861303,0.0037325302,0.011595786,0.0021461186,0.00006147591,0.0010271994,0.47517917,0.00056314777],"about_ca_topic_score_codex":0.001627072,"about_ca_topic_score_gemma":0.0042795558,"teacher_disagreement_score":0.23141894,"about_ca_system_score_codex":0.002594198,"about_ca_system_score_gemma":0.0013721697,"threshold_uncertainty_score":0.99844253},"labels":[],"label_agreement":null},{"id":"W1551029662","doi":"10.1002/gps.3866","title":"Depressive symptoms and frailty","year":2012,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Frailty in Older Adults","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Island Health; University of Waterloo; University of Manitoba","funders":"Health Canada","keywords":"Odds ratio; Marital status; Confounding; Affect (linguistics); Center for Epidemiologic Studies Depression Scale; Depression (economics); Medicine; Confidence interval; Population; Gerontology; Depressive symptoms; Psychology; Demography; Psychiatry; Internal medicine; Anxiety","score_opus":0.012336269151601275,"score_gpt":0.3003945948225917,"score_spread":0.2880583256709904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1551029662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.970958,0.007651966,0.00087342813,0.0067944783,0.010376549,0.00009686398,0.000010334853,0.000017596063,0.003220798],"genre_scores_gemma":[0.9880055,0.0002964934,0.0051172245,0.0008741865,0.0053211907,0.0000017085572,0.0000038333897,0.000017551893,0.00036228885],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986757,0.00002759312,0.0004530171,0.00009594126,0.0005558731,0.00019189212],"domain_scores_gemma":[0.9987912,0.00006752481,0.0003947872,0.000118650154,0.00036419192,0.0002636357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020706987,0.00012186383,0.0002211411,0.00028007917,0.000027894206,0.000028521825,0.0001958474,0.00008543317,0.00021019945],"category_scores_gemma":[0.00012830927,0.00009853817,0.00013711152,0.0001039361,0.000044769826,0.00033780062,0.00005530515,0.00027666485,0.000023794777],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041320286,0.00044325483,0.94669807,0.00002869903,0.00074437325,0.000044006192,0.00043745077,0.0000039982747,0.00075607304,0.0010885266,0.022191297,0.027151026],"study_design_scores_gemma":[0.0049617607,0.00033740967,0.9578516,0.00023699393,0.00027957704,0.008563058,0.0001770996,0.000028032266,0.00036626786,0.0012563015,0.025753794,0.00018812173],"about_ca_topic_score_codex":0.000009340275,"about_ca_topic_score_gemma":0.0000014239845,"teacher_disagreement_score":0.026962904,"about_ca_system_score_codex":0.000072170325,"about_ca_system_score_gemma":0.00015084988,"threshold_uncertainty_score":0.40182698},"labels":[],"label_agreement":null},{"id":"W1552844702","doi":"10.1111/j.1532-5415.2010.02961.x","title":"Development of a Frailty Index for Patients with Coronary Artery Disease","year":2010,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; M.S.I. Foundation; Health Research Board","keywords":"Medicine; Coronary artery disease; Confidence interval; Body mass index; Activities of daily living; Psychosocial; Prospective cohort study; Quality of life (healthcare); Internal medicine; Relative risk; Physical therapy; Gerontology; Psychiatry","score_opus":0.011115897727892054,"score_gpt":0.25615874192611654,"score_spread":0.24504284419822447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1552844702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963514,0.000026608588,0.0018427591,0.000975191,0.00037623107,0.00037634856,0.00002705619,0.0000071564036,0.000017200617],"genre_scores_gemma":[0.92871517,0.000015336751,0.07037682,0.00057015696,0.0001976244,0.0000070261467,0.000004492122,0.000024422174,0.00008894254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985568,0.000019495163,0.0004973709,0.000119872566,0.00060417515,0.00020227567],"domain_scores_gemma":[0.9975292,0.00012726981,0.0012209319,0.0003031574,0.0005991928,0.00022021131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026041764,0.00014154424,0.00038567738,0.000043884735,0.000095067306,0.000010059033,0.0002578922,0.000039213428,0.000013153709],"category_scores_gemma":[0.00021919468,0.00008358288,0.0003755807,0.0003307156,0.00026194486,0.000078688456,0.0000690913,0.00038838742,6.7850624e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018780981,0.0009299081,0.9609125,0.00013730187,0.0005169691,0.0000052073756,0.0019713517,0.000018958426,0.002418657,0.000005622819,0.008872271,0.022333136],"study_design_scores_gemma":[0.0029721968,0.0004847622,0.9892967,0.00005626793,0.00022813662,0.000028403187,0.00033453084,0.00008313668,0.00018222838,0.00004433408,0.006176472,0.00011287175],"about_ca_topic_score_codex":0.0000032750045,"about_ca_topic_score_gemma":0.000003605949,"teacher_disagreement_score":0.06853406,"about_ca_system_score_codex":0.00010327442,"about_ca_system_score_gemma":0.0008417049,"threshold_uncertainty_score":0.3408411},"labels":[],"label_agreement":null},{"id":"W1553193184","doi":"10.1161/circ.130.suppl_2.17064","title":"Abstract 17064: Frailty Predicts Mortality and Hospital Readmission Amongst Elderly Heart Failure (HF) Patients Discharged From Hospital or the Emergency Department (ED)","year":2014,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Medicine; Hazard ratio; Emergency department; Heart failure; Proportional hazards model; Dementia; Population; Emergency medicine; Geriatrics; Internal medicine; Gerontology; Confidence interval; Disease","score_opus":0.018939011390547236,"score_gpt":0.272729046166277,"score_spread":0.2537900347757298,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1553193184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99367493,0.000094435454,0.0002510606,0.0033635763,0.00081855553,0.0013965456,0.00011192345,0.00012436703,0.00016458235],"genre_scores_gemma":[0.9978583,0.00003186721,0.00019942367,0.0000997196,0.00045356795,0.00006836204,0.0011848753,0.00004045416,0.00006342615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786055,0.00007997394,0.00051644567,0.0005512483,0.000668531,0.00032327996],"domain_scores_gemma":[0.998563,0.000097509605,0.000233793,0.00062349753,0.00018547772,0.00029675616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020080016,0.0002873577,0.00031371592,0.000045353972,0.00023893995,0.00005032884,0.00011730636,0.00020401746,0.000483027],"category_scores_gemma":[0.00068106747,0.00017705733,0.000113178765,0.00013147213,0.00008605519,0.00035638845,0.000058255013,0.00028222174,0.00006136231],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004887888,0.000465677,0.98087275,0.00005209931,0.00008757827,0.000002969021,0.00077189284,0.0000068177033,0.0007131589,0.000011357546,0.010885058,0.0060817334],"study_design_scores_gemma":[0.002018439,0.00047802448,0.9917203,0.00015126119,0.00014944705,0.0000017825047,0.00011103207,0.0005930462,0.00040069837,0.0002949365,0.0038284566,0.0002525723],"about_ca_topic_score_codex":0.00039357287,"about_ca_topic_score_gemma":0.00014820421,"teacher_disagreement_score":0.010847525,"about_ca_system_score_codex":0.00009301249,"about_ca_system_score_gemma":0.000053238145,"threshold_uncertainty_score":0.72201884},"labels":[],"label_agreement":null},{"id":"W1554335923","doi":"10.1186/s12916-015-0400-x","title":"Age-related frailty and its association with biological markers of ageing","year":2015,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":292,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Biotechnology and Biological Sciences Research Council; Medical Research Council; Dunhill Medical Trust; Directorate for Biological Sciences; Newcastle upon Tyne Hospitals NHS Foundation Trust; Newcastle University; Canadian Institutes of Health Research; National Institute for Health and Care Research","keywords":"Medicine; Hazard ratio; Biomarker; Receiver operating characteristic; Immunosenescence; Ageing; Proportional hazards model; Internal medicine; Survival analysis; Oncology; Gerontology; Immunology; Confidence interval; Immune system","score_opus":0.072756737638888,"score_gpt":0.30397719384851246,"score_spread":0.23122045620962445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1554335923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842097,0.0010773118,0.00014619277,0.0031358323,0.00016875417,0.00037460562,0.0000033677363,0.00007374234,0.0108104795],"genre_scores_gemma":[0.9950818,0.000068703186,0.00090790284,0.00028991615,0.00013436438,0.0000073597917,0.000044225366,0.000014438493,0.003451319],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986802,0.00009127395,0.00033299683,0.00022766969,0.00046681345,0.00020104325],"domain_scores_gemma":[0.9988357,0.0003233332,0.00019863578,0.00017590047,0.00022359478,0.00024287977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000830868,0.00013674158,0.00043670222,0.00009382732,0.000021371929,0.0000026831299,0.0000572567,0.0001676837,0.00013118397],"category_scores_gemma":[0.0038765243,0.0000834701,0.000024611794,0.0002468917,0.00014260733,0.000047699577,0.000031108535,0.00020693257,0.000013543616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019354738,0.00019644457,0.943547,0.0004352533,0.00040288345,0.00048667888,0.0033286463,0.0000203844,0.015660228,0.00045802546,0.028154459,0.005374513],"study_design_scores_gemma":[0.01678228,0.005152022,0.9671612,0.0016018422,0.00036051683,0.0002047363,0.0014759017,0.0011382151,0.0014067284,0.00033559525,0.0041388473,0.00024210977],"about_ca_topic_score_codex":0.00009298324,"about_ca_topic_score_gemma":0.00004218112,"teacher_disagreement_score":0.024015611,"about_ca_system_score_codex":0.00011060598,"about_ca_system_score_gemma":0.00008853201,"threshold_uncertainty_score":0.46408418},"labels":[],"label_agreement":null},{"id":"W1565419207","doi":"10.1186/1471-2318-5-9","title":"Hospitalization and emergency department visits among seniors receiving homecare: a pilot study","year":2005,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hamilton Regional Laboratory Medicine Program; University of Alberta; Victorian Order of Nurses; McMaster University","funders":"","keywords":"Medicine; Emergency department; Emergency medicine; Medical emergency; Prospective cohort study; Cohort study; Health care; Emergency medical services; Acute care; Nursing","score_opus":0.018799895993971312,"score_gpt":0.27108776314651656,"score_spread":0.25228786715254525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1565419207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957021,0.0007084461,0.0011261974,0.00019904901,0.00047899422,0.0012769155,0.000011331876,0.00015079789,0.00034620907],"genre_scores_gemma":[0.9954146,0.00026081366,0.002642418,0.000030070507,0.00049790076,0.000058272228,0.00004543848,0.000042194974,0.0010082506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843997,0.00006856334,0.00041387315,0.00039344648,0.00039819532,0.00028592523],"domain_scores_gemma":[0.9991465,0.0000419419,0.00013531354,0.00034590758,0.00014111925,0.00018920592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000258581,0.00020438155,0.0002619866,0.00016730024,0.00010679605,0.00003237469,0.000078686724,0.000054993267,0.00013790435],"category_scores_gemma":[0.00030461032,0.00019594182,0.000040380826,0.00049949053,0.000017104232,0.00018214868,0.00008319965,0.000112636604,0.000031839383],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006471698,0.00075858535,0.9904123,0.00009124536,0.00003879761,0.000013492129,0.0013858714,0.00007169617,0.00012312614,0.000010418885,0.0031722987,0.003857476],"study_design_scores_gemma":[0.001996402,0.0018761691,0.9933934,0.000026193402,0.00019057111,0.000016608112,0.0005001872,0.0006745833,0.00010954086,0.00001583996,0.0009757612,0.00022471411],"about_ca_topic_score_codex":0.00010728604,"about_ca_topic_score_gemma":0.00082664296,"teacher_disagreement_score":0.0036327618,"about_ca_system_score_codex":0.00012894388,"about_ca_system_score_gemma":0.000043780135,"threshold_uncertainty_score":0.7990275},"labels":[],"label_agreement":null},{"id":"W1566546655","doi":"10.1111/j.1547-5069.2011.01387.x","title":"Hospital Nurses’ Perceptions of the Geriatric Care Environment in One Canadian Health Care Region","year":2011,"lang":"en","type":"article","venue":"Journal of Nursing Scholarship","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Deer Lodge Centre","funders":"Canada Research Chairs","keywords":"Nursing; Medicine; Geriatric care; Perception; Health care; Family medicine; Gerontological nursing; Psychology","score_opus":0.045574166832363844,"score_gpt":0.29790937902475195,"score_spread":0.2523352121923881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1566546655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98699725,0.003431898,0.000009862141,0.0073175575,0.0008439472,0.00035538635,0.000009477493,0.0000047311896,0.0010299181],"genre_scores_gemma":[0.9980256,0.00014888392,0.0013321429,0.00021514186,0.00018457993,0.000001563171,0.0000042114634,0.000022704664,0.00006520249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984494,0.00016637809,0.0005136825,0.00013385658,0.0004305011,0.00030618504],"domain_scores_gemma":[0.9987387,0.000018025854,0.0003821884,0.0003330273,0.00017681562,0.00035121647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022837243,0.00012463873,0.00031435068,0.0003714867,0.000117004085,0.000012778907,0.00022689329,0.00011672816,0.000056789893],"category_scores_gemma":[0.00013370623,0.00010078691,0.0001695792,0.00024557207,0.00011988555,0.00018648403,0.000009917318,0.00080305187,0.0000058030287],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024071033,0.0008246589,0.68269515,0.00018380457,0.00006470726,0.00013342495,0.21960045,0.000026385313,0.0004046161,0.00006351009,0.0017861628,0.09397644],"study_design_scores_gemma":[0.0010880631,0.0011172589,0.9720174,0.0021667099,0.000095794494,0.00028527476,0.02262929,5.738955e-7,0.00021437318,0.0001061081,0.00019135122,0.00008777559],"about_ca_topic_score_codex":0.0034862172,"about_ca_topic_score_gemma":0.0040344554,"teacher_disagreement_score":0.2893223,"about_ca_system_score_codex":0.0027318299,"about_ca_system_score_gemma":0.00083746406,"threshold_uncertainty_score":0.714364},"labels":[],"label_agreement":null},{"id":"W1567529924","doi":"10.1007/bf03403551","title":"Admission Criteria in Short-term Geriatric Assessment Units","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; McGill University; Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"Health Canada","keywords":"Medicine; Psychosocial; Inclusion and exclusion criteria; Inclusion (mineral); Delphi method; Health care; Family medicine; Gerontology; Psychology; Psychiatry; Alternative medicine","score_opus":0.09396667193280638,"score_gpt":0.3734162716376718,"score_spread":0.27944959970486544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1567529924","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9447296,0.0017278955,0.0005662903,0.04461178,0.0013069379,0.0003711896,0.000018318673,0.000009951201,0.0066580228],"genre_scores_gemma":[0.9950671,0.000136583,0.0017783315,0.002324678,0.00020352575,0.0000025048255,0.000013090082,0.000024039025,0.00045010934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99760556,0.00039720413,0.0007684669,0.00014940287,0.0003062118,0.0007731446],"domain_scores_gemma":[0.99454653,0.000059117992,0.00014153226,0.00023164085,0.000433409,0.0045877546],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025546458,0.00013885765,0.00041987037,0.0011171412,0.00009588629,0.000070256814,0.0001511271,0.00010034077,0.0010248472],"category_scores_gemma":[0.0016353879,0.00012535394,0.000055559212,0.000944629,0.00004164621,0.0002328131,0.0000055210617,0.00057042594,0.0000058604146],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013302544,0.00018235209,0.80559886,0.00034554984,0.00006273122,0.002097776,0.0031286809,0.0000047543904,0.00021756339,0.0018914371,0.08585522,0.10060176],"study_design_scores_gemma":[0.0016812137,0.00076374016,0.72246015,0.00039578424,0.000011589121,0.0019403418,0.00089829654,0.0000349711,0.000021418942,0.00007272803,0.2715722,0.00014753698],"about_ca_topic_score_codex":0.0037514486,"about_ca_topic_score_gemma":0.029348964,"teacher_disagreement_score":0.18571699,"about_ca_system_score_codex":0.002095,"about_ca_system_score_gemma":0.042276792,"threshold_uncertainty_score":0.99988836},"labels":[],"label_agreement":null},{"id":"W1569255136","doi":"10.1111/jgs.13389","title":"Decline in Activities of Daily Living After a Visit to a Canadian Emergency Department for Minor Injuries in Independent Older Adults: Are Frail Older Adults with Cognitive Impairment at Greater Risk?","year":2015,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; Université Laval; The Quebec Population Health Research Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Activities of daily living; Gerontology; Montreal Cognitive Assessment; Cognition; Cognitive impairment; Confidence interval; Physical therapy; Emergency department; Cognitive decline; Cohort study; Telephone interview; Dementia; Psychiatry; Disease; Internal medicine","score_opus":0.008273353625603969,"score_gpt":0.25783534608837727,"score_spread":0.2495619924627733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1569255136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99401265,0.000519042,0.00014658006,0.003200694,0.00024673625,0.0015525483,0.00030318723,0.000007061389,0.000011500381],"genre_scores_gemma":[0.99566215,0.00021205562,0.002233157,0.0012912436,0.00019993147,0.00017346413,0.000005471226,0.000052464628,0.00017006145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99714977,0.0001648552,0.00093380973,0.00033942255,0.0008202174,0.00059195503],"domain_scores_gemma":[0.99679214,0.00021222027,0.0013951435,0.00031219173,0.00076183374,0.00052648055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007986756,0.00034044156,0.0008533261,0.0003322164,0.000072577735,0.00002161952,0.0002701779,0.00010153747,0.000050931187],"category_scores_gemma":[0.0004895535,0.00023340317,0.00041260623,0.00086493714,0.00015263405,0.00017458409,0.00021234092,0.00044860505,0.0000019318159],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057488936,0.00049790693,0.9154119,0.0001937421,0.0002879675,0.00004553036,0.068946555,0.00006991843,0.000010448004,9.664137e-8,0.0071227127,0.0016643439],"study_design_scores_gemma":[0.0062788543,0.002098961,0.9399218,0.0020160326,0.0002803435,0.000067548084,0.048557676,0.000082039805,0.00027368916,0.000006529167,0.00014877207,0.00026773076],"about_ca_topic_score_codex":0.020840777,"about_ca_topic_score_gemma":0.11648797,"teacher_disagreement_score":0.09564719,"about_ca_system_score_codex":0.0018494292,"about_ca_system_score_gemma":0.00085598766,"threshold_uncertainty_score":0.9856795},"labels":[],"label_agreement":null},{"id":"W1572088710","doi":"10.11606/t.22.2013.tde-17012014-111610","title":"Qualidade de vida e fragilidade em idosos que residem em comunidades","year":2013,"lang":"pt","type":"dissertation","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Gerontology; Quality of life (healthcare); Psychology; Medicine; Art; Nursing","score_opus":0.022751377475938212,"score_gpt":0.31444401433545877,"score_spread":0.29169263685952057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1572088710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9535916,0.004700378,0.0018206973,0.0036727719,0.0033427358,0.004626813,0.00018072427,0.0010350535,0.027029267],"genre_scores_gemma":[0.59532255,0.0005932245,0.0035301636,0.0035221528,0.0012762006,0.00050035387,0.0038218084,0.0005016333,0.3909319],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9899461,0.0010371801,0.0027173427,0.0019493969,0.0020004,0.0023495741],"domain_scores_gemma":[0.99181306,0.0015879407,0.0012161486,0.002780332,0.0010811386,0.0015214033],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0011869197,0.0020256112,0.0025810127,0.0009417469,0.00054351497,0.0008285924,0.0015269835,0.0031962884,0.0172198],"category_scores_gemma":[0.0028954286,0.0019426382,0.00085892243,0.00094482105,0.00020867809,0.0005708388,0.00021973775,0.0037014047,0.009663995],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023424118,0.0029996014,0.021403033,0.015315949,0.004521785,0.0013548466,0.2882474,0.00021837515,0.052239027,0.015321905,0.54103494,0.05500073],"study_design_scores_gemma":[0.014554741,0.0029250006,0.2095516,0.01926372,0.004081467,0.0006211978,0.5858879,0.0064030467,0.12369202,0.003021237,0.02266291,0.007335134],"about_ca_topic_score_codex":0.010085268,"about_ca_topic_score_gemma":0.008950328,"teacher_disagreement_score":0.518372,"about_ca_system_score_codex":0.0010017164,"about_ca_system_score_gemma":0.0016698661,"threshold_uncertainty_score":0.9992486},"labels":[],"label_agreement":null},{"id":"W1573520435","doi":"10.1111/ggi.12538","title":"Efficacy of emergency department‐based interventions designed to reduce repeat visits and other adverse outcomes for older patients after discharge: A systematic review","year":2015,"lang":"en","type":"review","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital","funders":"Institute of Health Services and Policy Research; Canadian Institutes of Health Research","keywords":"Medicine; Psychological intervention; CINAHL; Emergency department; Referral; MEDLINE; Population; Emergency medicine; Family medicine; Nursing","score_opus":0.07036776740011909,"score_gpt":0.4035215854788585,"score_spread":0.33315381807873945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1573520435","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015403617,0.97283727,0.0035948597,0.0020313177,0.0064350017,0.010497776,0.002693531,0.00009657383,0.00027327953],"genre_scores_gemma":[0.0023333712,0.97506684,0.008121792,0.0013922509,0.0005896759,0.005867655,0.0032570316,0.00024120127,0.00313017],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927256,0.00047191101,0.0037429486,0.0014665826,0.00091751036,0.0006754479],"domain_scores_gemma":[0.9932436,0.0009322233,0.002492237,0.0009036002,0.0019340434,0.0004942963],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012488089,0.0010727348,0.004368366,0.0013742263,0.00010816952,0.000049403985,0.0008922993,0.0008482618,0.00048080334],"category_scores_gemma":[0.0042992085,0.0009109108,0.0015024528,0.0004382994,0.00013308307,0.00022852697,0.00043533737,0.00046582922,0.000045438344],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002463018,0.005160111,0.022570776,0.82308024,0.015149176,0.0001460805,0.0012806663,0.000005145281,0.000003149192,0.00195407,0.041825447,0.086362116],"study_design_scores_gemma":[0.025623254,0.002876158,0.021230096,0.22316602,0.043395612,0.000726597,0.00015585958,0.00016993016,0.000005043445,0.0003161561,0.6784373,0.0038979584],"about_ca_topic_score_codex":0.000049918945,"about_ca_topic_score_gemma":0.000110294764,"teacher_disagreement_score":0.6366119,"about_ca_system_score_codex":0.0006144196,"about_ca_system_score_gemma":0.0004098455,"threshold_uncertainty_score":0.99933416},"labels":[],"label_agreement":null},{"id":"W1580041435","doi":"10.1111/j.1532-5415.2004.52072.x","title":"Taking the Next Steps in Goal Ascertainment: A Prospective Study of Patient, Team, and Family Perspectives Using a Comprehensive Standardized Menu in a Geriatric Assessment and Treatment Unit","year":2004,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Providence Health Care","funders":"","keywords":"Psychosocial; Medicine; Rehabilitation; Unit (ring theory); Geriatric rehabilitation; Health care; Family medicine; Nursing; Physical therapy; Psychiatry; Psychology","score_opus":0.03218576793567756,"score_gpt":0.3337084878672203,"score_spread":0.3015227199315427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1580041435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99596775,0.0017351499,0.000070917886,0.0005356455,0.00007319413,0.0015607628,0.000009511119,0.000004966646,0.000042115174],"genre_scores_gemma":[0.9946493,0.0013538573,0.0037910626,0.00009797246,0.000064236425,0.00001680847,2.474646e-7,0.000022285423,0.0000042204492],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978725,0.00030870814,0.0006761485,0.000253962,0.0006249113,0.0002638132],"domain_scores_gemma":[0.9975832,0.0002585053,0.001523686,0.00025191775,0.0002984203,0.000084262545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042291006,0.0002452923,0.0008230701,0.00016826125,0.00014373515,0.000047875834,0.0001372994,0.00004120388,0.0000019246881],"category_scores_gemma":[0.00009212941,0.00014409784,0.00021378353,0.0011911051,0.00033715597,0.00013079296,0.00014614238,0.0004623803,2.8155407e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016279176,0.003696441,0.68166536,0.00006127647,0.0013082139,0.0000775387,0.29008234,0.004943,0.00880537,0.000036074656,0.00002202718,0.0076744515],"study_design_scores_gemma":[0.010874402,0.0038713256,0.66197413,0.00011637614,0.00033742306,0.00011500609,0.3221046,0.00034868688,0.000047067508,0.00007957439,0.000018657971,0.00011275576],"about_ca_topic_score_codex":0.0022407693,"about_ca_topic_score_gemma":0.00011933258,"teacher_disagreement_score":0.032022286,"about_ca_system_score_codex":0.0021768787,"about_ca_system_score_gemma":0.0005732809,"threshold_uncertainty_score":0.58761394},"labels":[],"label_agreement":null},{"id":"W1581952939","doi":"10.1111/j.1365-2753.2010.01547.x","title":"Improved functional ability and independence in activities of daily living for older adults at high risk of hospital readmission: a randomized controlled trial","year":2011,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Activities of daily living; Medicine; Randomized controlled trial; Physical therapy; Intervention (counseling); Transitional care; Functional training; Gerontology; Health care; Nursing","score_opus":0.055565397262238685,"score_gpt":0.40104999034317546,"score_spread":0.34548459308093676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1581952939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913697,0.00034536212,0.0007861958,0.0009791678,0.0013511741,0.004956241,0.000005481167,0.0000033560095,0.0002032933],"genre_scores_gemma":[0.99130946,0.00034570452,0.0077697732,0.000066254855,0.00028774922,0.00015060269,0.0000020635637,0.000011834823,0.00005655166],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99108213,0.0034435296,0.003922577,0.00027242853,0.0011314164,0.00014794181],"domain_scores_gemma":[0.9234462,0.06753671,0.006046034,0.00025489778,0.0025729248,0.00014326596],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05085043,0.00015525274,0.0018786257,0.00021405127,0.000031621505,0.000008235455,0.000082651146,0.00028657675,0.00029757636],"category_scores_gemma":[0.4170053,0.000111035966,0.00047648788,0.00014003227,0.0002510843,0.0006793743,0.000053575062,0.00078863883,3.5310967e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9695876,0.0032165474,0.01768346,0.000115785566,0.00040284632,0.000004698683,0.0023677011,0.000018610153,0.00008112368,0.00001834178,0.000072458155,0.0064307847],"study_design_scores_gemma":[0.77490014,0.0042676106,0.21016373,0.00079220766,0.0013783253,0.00002735878,0.0012518908,0.006320609,0.000115796436,0.000694359,0.0000047049944,0.00008325309],"about_ca_topic_score_codex":0.00018830618,"about_ca_topic_score_gemma":0.000062107254,"teacher_disagreement_score":0.36615485,"about_ca_system_score_codex":0.00015136998,"about_ca_system_score_gemma":0.0007988228,"threshold_uncertainty_score":0.9773492},"labels":[],"label_agreement":null},{"id":"W1599706526","doi":"10.1111/j.1532-5415.2008.02032.x","title":"SEX DIFFERENCES IN THE PREVALENCE OF FRAILTY IN A POPULATION AGED 75 AND OLDER IN SPAIN","year":2008,"lang":"en","type":"letter","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Marital status; Gerontology; Demography; Population; Life expectancy; Cohort; Grip strength; Activities of daily living; Comorbidity; Logistic regression; Cohort study; Geriatrics; Physical therapy; Internal medicine; Environmental health","score_opus":0.02414795470034132,"score_gpt":0.27413915315024784,"score_spread":0.24999119844990653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1599706526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8848413,0.0009146938,0.000016882592,0.11360047,0.00015332045,0.00043215902,0.000018164068,0.0000033213603,0.000019672061],"genre_scores_gemma":[0.9338271,0.0057000597,0.0009055757,0.058401663,0.0007799493,0.000008365438,0.000004970751,0.000028733419,0.00034359255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99676764,0.0007253642,0.0010140515,0.00023625478,0.0009466659,0.00031000463],"domain_scores_gemma":[0.99676424,0.00083924475,0.0018735045,0.00040744615,0.00007767772,0.000037892543],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012963358,0.00026292284,0.0009977216,0.00022936803,0.000042286913,0.000019352723,0.00055716845,0.0002656885,0.000010673088],"category_scores_gemma":[0.00047588797,0.00015393418,0.00038594654,0.0011607796,0.00037628194,0.00008843072,0.00009478269,0.0029355513,2.1642214e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045996367,0.00012331261,0.8950171,0.0006345198,0.000051507417,0.00011536913,0.009496833,0.000015461554,0.00007079884,2.812618e-7,0.09317344,0.0012553708],"study_design_scores_gemma":[0.0012097342,0.0002109872,0.9956978,0.000630776,0.00010964375,0.0002597271,0.00083930366,0.00011633791,0.000005508811,0.0000789522,0.0006938069,0.00014741457],"about_ca_topic_score_codex":0.0012149443,"about_ca_topic_score_gemma":0.000057586192,"teacher_disagreement_score":0.100680694,"about_ca_system_score_codex":0.00029984635,"about_ca_system_score_gemma":0.00018786507,"threshold_uncertainty_score":0.99936473},"labels":[],"label_agreement":null},{"id":"W1600610440","doi":"10.1111/j.1532-5415.2005.00506.x","title":"Relative Fitness and Frailty of Elderly Men and Women in Developed Countries and Their Relationship with Mortality","year":2005,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":549,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Alzheimer Society","keywords":"Medicine; Demography; Hazard ratio; Confidence interval; Gerontology; Population; Cohort study; Cohort; Frailty Index; Mortality rate; Internal medicine; Environmental health","score_opus":0.022160282698697055,"score_gpt":0.2828507215098179,"score_spread":0.2606904388111208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1600610440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946063,0.00077043043,0.00024237865,0.0040343106,0.00001912923,0.00017062305,0.000011529967,0.000004549499,0.00014073527],"genre_scores_gemma":[0.99318445,0.0010609464,0.005254016,0.00028108386,0.000058397047,0.000002880843,4.8173956e-7,0.000012107331,0.0001456529],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989233,0.00009935853,0.00041474708,0.0001249666,0.00025399582,0.00018362686],"domain_scores_gemma":[0.99830043,0.0004559969,0.00077429553,0.00015030721,0.00020390753,0.000115030205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008844768,0.00013240647,0.00047876706,0.00005314498,0.00008202582,0.000018315184,0.00008276239,0.00005285802,0.000003751097],"category_scores_gemma":[0.000274799,0.00007725008,0.000057210633,0.00044138162,0.00065476005,0.00021365767,0.00006251822,0.0003787046,9.274576e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022245811,0.000049360508,0.9633533,0.00007219085,0.00021746702,0.0000024784717,0.032492153,0.00002697143,0.00017908977,0.000047241894,0.00045052782,0.0028867945],"study_design_scores_gemma":[0.0017483376,0.00044405035,0.98580974,0.00008969349,0.000088837376,0.0001411293,0.0101755485,0.00015448577,0.00012712198,0.0005941271,0.00053164136,0.00009525537],"about_ca_topic_score_codex":0.00007790668,"about_ca_topic_score_gemma":0.000029544128,"teacher_disagreement_score":0.022456506,"about_ca_system_score_codex":0.0001889687,"about_ca_system_score_gemma":0.0002628175,"threshold_uncertainty_score":0.3150167},"labels":[],"label_agreement":null},{"id":"W1604342131","doi":"10.1111/j.1532-5415.2009.02667.x","title":"Physiological Redundancy in Older Adults in Relation to the Change with Age in the Slope of a Frailty Index","year":2010,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority; Capital District Health Authority","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Percentile; Frailty Index; Confounding; Ageing; Demography; Gerontology; Confidence interval; Statistics; Internal medicine; Mathematics","score_opus":0.022379237013114204,"score_gpt":0.285672761969257,"score_spread":0.2632935249561428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1604342131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808514,0.00009848023,0.00005105666,0.018012129,0.000180705,0.00070303783,0.0000037415623,0.0000040323503,0.00009541088],"genre_scores_gemma":[0.9951366,0.0001725645,0.001602366,0.002664551,0.00035553848,0.000024062132,0.0000011607824,0.000015501966,0.000027630824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981695,0.00023579964,0.0005774722,0.00016658558,0.00058658567,0.0002640526],"domain_scores_gemma":[0.99828494,0.0002713845,0.0007925094,0.00045001553,0.00014018294,0.000060993454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012431425,0.0001542459,0.00045817596,0.000103382445,0.00004785158,0.000015239249,0.00055252697,0.00009462216,0.000011550492],"category_scores_gemma":[0.0005037476,0.00006700966,0.00022343901,0.0020361745,0.00028910727,0.00010222906,0.000098187906,0.0015525571,0.0000013536836],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019852119,0.0015972949,0.84355223,0.00012223805,0.000103357386,0.00011393407,0.11068683,0.0006366392,0.008088626,0.00006182089,0.009367271,0.023684522],"study_design_scores_gemma":[0.001920614,0.00051557977,0.9920862,0.00022079106,0.000027978956,0.00007602151,0.0041871276,0.00021701174,0.000040223935,0.00008051901,0.000542695,0.00008524494],"about_ca_topic_score_codex":0.0005817148,"about_ca_topic_score_gemma":0.0007661896,"teacher_disagreement_score":0.14853394,"about_ca_system_score_codex":0.00013017273,"about_ca_system_score_gemma":0.00014103173,"threshold_uncertainty_score":0.6745174},"labels":[],"label_agreement":null},{"id":"W1612521901","doi":"10.1111/jgs.13495","title":"Cognitive Impairment and Slow Gait Speed in Elderly Outpatients with Arterial Hypertension: The Effect of Blood Pressure Values","year":2015,"lang":"en","type":"letter","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Blood pressure; Dementia; Cognitive decline; Cognition; Gait; Outpatient clinic; Preferred walking speed; Physical therapy; Risk factor; Montreal Cognitive Assessment; Stroke (engine); Disease; Physical medicine and rehabilitation; Internal medicine; Psychiatry","score_opus":0.011042434784094576,"score_gpt":0.24690974804926,"score_spread":0.2358673132651654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1612521901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9127622,0.0015272368,0.0000064103638,0.08378839,0.0006968757,0.0010949182,0.00008306618,0.000008571893,0.000032285465],"genre_scores_gemma":[0.93079376,0.0006587121,0.0006524123,0.062355753,0.0047896234,0.000013567139,0.000023890152,0.00012167302,0.00059062726],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9965653,0.0005817815,0.00074963016,0.00028697134,0.0014431713,0.00037315875],"domain_scores_gemma":[0.99556214,0.00067890686,0.002498316,0.00044196806,0.0007003603,0.000118287004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009502408,0.00042813225,0.0014733244,0.000096590964,0.00007848507,0.000041770843,0.00039063732,0.00025374664,0.0000073783062],"category_scores_gemma":[0.00040983476,0.0001989645,0.0005812888,0.0005197011,0.00074914267,0.00007898498,0.00016147984,0.0020752123,8.5241106e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035292401,0.00030480252,0.026413333,0.00073258264,0.0041385097,0.00037967172,0.0041202228,0.000033597298,0.00043489068,4.8889056e-8,0.95827234,0.0016407414],"study_design_scores_gemma":[0.16548887,0.214047,0.33897153,0.01643605,0.1350539,0.021835284,0.012296039,0.00087776134,0.00427413,0.0002461994,0.086704515,0.0037687423],"about_ca_topic_score_codex":0.00015690083,"about_ca_topic_score_gemma":0.0000019669815,"teacher_disagreement_score":0.87156785,"about_ca_system_score_codex":0.000089829045,"about_ca_system_score_gemma":0.00037638276,"threshold_uncertainty_score":0.901588},"labels":[],"label_agreement":null},{"id":"W1616460733","doi":"10.11606/t.83.2014.tde-22052014-184011","title":"Fragilidade em idosos institucionalizados: aplicação da Edmonton Frail Scale associada à independência funcional","year":2014,"lang":"pt","type":"dissertation","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Gerontology; Medicine; Psychology; Philosophy","score_opus":0.018936400334510023,"score_gpt":0.28593873207512793,"score_spread":0.26700233174061794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1616460733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6931957,0.0063545885,0.013440724,0.008143767,0.020318193,0.009201596,0.0017623322,0.0020641603,0.24551892],"genre_scores_gemma":[0.7810697,0.00018200658,0.00090479525,0.0052034594,0.0030158437,0.00045724,0.018255312,0.0004326453,0.19047898],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9868122,0.00048524785,0.0027303528,0.002833925,0.0050384714,0.0020998088],"domain_scores_gemma":[0.99194276,0.0009186156,0.0015625182,0.0020396856,0.0020082712,0.0015281275],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0014354133,0.0022537638,0.0029064713,0.00088346686,0.0007838281,0.00040470457,0.0014799386,0.004083816,0.017050179],"category_scores_gemma":[0.0021785893,0.0022270815,0.0011976692,0.0010866346,0.00026050748,0.0006155221,0.00031587036,0.0039191297,0.008352847],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005952469,0.009046773,0.12113323,0.011991844,0.007694451,0.0009872254,0.044851255,0.0003562765,0.010874123,0.025740959,0.53322005,0.22815134],"study_design_scores_gemma":[0.02815139,0.0030520412,0.5777233,0.013433561,0.005281352,0.00038289945,0.027358217,0.008977647,0.0070342333,0.0022396906,0.3170179,0.009347741],"about_ca_topic_score_codex":0.0018545832,"about_ca_topic_score_gemma":0.014321606,"teacher_disagreement_score":0.4565901,"about_ca_system_score_codex":0.0016506438,"about_ca_system_score_gemma":0.0024730854,"threshold_uncertainty_score":0.99902016},"labels":[],"label_agreement":null},{"id":"W1619765653","doi":"10.1186/1471-2318-7-2","title":"The eSMAF: a software for the assessment and follow-up of functional autonomy in geriatrics","year":2007,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Université de Sherbrooke; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke","funders":"","keywords":"Documentation; Software deployment; Medicine; License; Functional requirement; Software; Autonomy; Process management; Software engineering; Computer science; Engineering","score_opus":0.03422636827533052,"score_gpt":0.30389278277851733,"score_spread":0.2696664145031868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1619765653","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43644726,0.004922924,0.54642457,0.0035118747,0.003993307,0.0037729787,0.00007258216,0.000118172524,0.00073631713],"genre_scores_gemma":[0.9282871,0.00042757427,0.06572291,0.00034542268,0.0010196026,0.00022498795,0.000056654462,0.000064242544,0.0038515416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985419,0.00003250873,0.00049459294,0.00023601032,0.00035683755,0.00033813235],"domain_scores_gemma":[0.9958427,0.0032369008,0.0001895154,0.00037618674,0.00027109063,0.00008358826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015675614,0.00015448655,0.00024221069,0.00012920938,0.00018213027,0.000032345484,0.00014327806,0.00012124446,0.000018307739],"category_scores_gemma":[0.001084473,0.00009524138,0.000115345465,0.00054686196,0.00009668065,0.000055018172,0.00008158862,0.00020682024,0.0000023775049],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001716285,0.00037080146,0.86602783,0.0006928499,0.00020561548,0.000013007013,0.0012038724,0.000359388,0.00037452206,0.005115433,0.019875461,0.10404495],"study_design_scores_gemma":[0.0059582046,0.0002649494,0.93622863,0.000026361127,0.00020586836,0.00003350006,0.0006266338,0.0017109837,0.00010857272,0.00070849614,0.053964503,0.0001633147],"about_ca_topic_score_codex":0.000050439554,"about_ca_topic_score_gemma":0.00030147596,"teacher_disagreement_score":0.4918398,"about_ca_system_score_codex":0.00020467673,"about_ca_system_score_gemma":0.0007928772,"threshold_uncertainty_score":0.3883831},"labels":[],"label_agreement":null},{"id":"W1630663000","doi":"10.5334/ijic.1100","title":"Growing up-growing older with a physical impairment: The paradox of normalization","year":2012,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rogers Communications (Canada)","funders":"","keywords":"Normalization (sociology); Library science; Computer science; Sociology; Social science","score_opus":0.009390606777354937,"score_gpt":0.2819964956647605,"score_spread":0.27260588888740556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1630663000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99345094,0.0007146414,0.0019216118,0.002262523,0.000933414,0.00014342369,0.000017404029,0.000014014159,0.00054201955],"genre_scores_gemma":[0.99810624,0.000031556814,0.00047700523,0.00047468327,0.00072592124,0.000004139425,0.000039588303,0.000021367261,0.00011950802],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9983996,0.00005774905,0.00041172726,0.00008174035,0.0008690975,0.00018008248],"domain_scores_gemma":[0.9974378,0.0000829382,0.0003561266,0.00012959773,0.0018921286,0.00010143434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019659243,0.0001452503,0.00025129347,0.00017617692,0.000034845863,0.000027705659,0.0002695446,0.00005158866,0.000079430974],"category_scores_gemma":[0.00016319349,0.0000794869,0.00017958402,0.0002051621,0.00007868806,0.00071548094,0.00003036355,0.00035638202,0.0000057266584],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005093809,0.0020783073,0.7134882,0.00038479856,0.0054202965,0.0004944578,0.096118815,0.002889732,0.061908066,0.0065748505,0.008837502,0.09671115],"study_design_scores_gemma":[0.021078859,0.004340773,0.24388355,0.011985506,0.001805106,0.011821581,0.17270455,0.0036774965,0.5063792,0.0002880087,0.021088831,0.000946557],"about_ca_topic_score_codex":0.000095521325,"about_ca_topic_score_gemma":0.000006142008,"teacher_disagreement_score":0.46960467,"about_ca_system_score_codex":0.00034337663,"about_ca_system_score_gemma":0.0002268658,"threshold_uncertainty_score":0.32413816},"labels":[],"label_agreement":null},{"id":"W1636642630","doi":"10.1111/j.1532-5415.2004.52319.x","title":"Assessment of Individual Risk of Death Using Self‐Report Data: An Artificial Neural Network Compared with a Frailty Index","year":2004,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Overfitting; Medicine; Receiver operating characteristic; Artificial neural network; Statistics; Index (typography); Frailty Index; Sample size determination; Gerontology; Machine learning; Mathematics; Computer science; Internal medicine","score_opus":0.06086369043732568,"score_gpt":0.35061779102140245,"score_spread":0.28975410058407675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1636642630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98791474,0.00009168031,0.010904117,0.00034270555,0.00033354442,0.0002820923,0.00009525352,0.000015627757,0.00002024486],"genre_scores_gemma":[0.87140477,0.00006956899,0.12757209,0.00017969974,0.00072276144,7.907418e-7,0.000016940032,0.00003077354,0.0000025853114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965725,0.00020270472,0.0011585262,0.0002656114,0.0014597912,0.00034085423],"domain_scores_gemma":[0.9932441,0.00014781691,0.0048242807,0.0009985605,0.0005874192,0.0001977872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016685307,0.00023193637,0.00097179855,0.00007022083,0.00014813963,0.00003400175,0.0007854779,0.00007407765,0.00000580796],"category_scores_gemma":[0.00015295022,0.00015236977,0.00038859714,0.0011135143,0.00039138272,0.00026866083,0.00030701427,0.00082337385,9.070711e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029835582,0.00094603794,0.82884663,0.0000658158,0.0015445156,0.000078808676,0.0019281846,0.16325171,0.0014087977,0.000013919941,0.0007384097,0.00087883434],"study_design_scores_gemma":[0.002480552,0.0014252283,0.97104234,0.00013893671,0.0021984216,0.0015114541,0.00220262,0.01832993,0.00021032365,0.00017271613,0.00008718253,0.00020029642],"about_ca_topic_score_codex":0.000683057,"about_ca_topic_score_gemma":0.00003738989,"teacher_disagreement_score":0.14492178,"about_ca_system_score_codex":0.0003047716,"about_ca_system_score_gemma":0.0016564141,"threshold_uncertainty_score":0.62134594},"labels":[],"label_agreement":null},{"id":"W1646366908","doi":"10.1007/s11886-015-0651-3","title":"Prognostic and Therapeutic Implications of Frailty in Older Adults with Heart Failure","year":2015,"lang":"en","type":"review","venue":"Current Cardiology Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Heart failure; Intensive care medicine; Disease; Multidisciplinary approach; Quality of life (healthcare); Gerontology; Disease management; Physical therapy; Internal medicine","score_opus":0.0597367542907939,"score_gpt":0.3647293789015369,"score_spread":0.304992624610743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1646366908","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030425275,0.99265826,0.00002800135,0.00018118355,0.00035558952,0.0034598615,0.0000403744,0.000052001335,0.00018220903],"genre_scores_gemma":[0.0276532,0.9701849,0.0001751808,0.000023112027,0.00023737813,0.00096563913,0.00063135446,0.00007897825,0.000050262737],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973163,0.00020963693,0.0010555089,0.0008088964,0.00024184171,0.0003678202],"domain_scores_gemma":[0.99763215,0.00018798345,0.0006121654,0.0010255151,0.00033698647,0.00020521552],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004121091,0.00046696127,0.0031113445,0.00029058193,0.00002484697,0.000006679605,0.00009285416,0.0004383188,0.000010444325],"category_scores_gemma":[0.00024937975,0.00032364376,0.0002906094,0.00039339977,0.0003282328,0.000032023032,0.000086735636,0.00074416347,0.0000056649706],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024731704,0.00015594579,0.17495243,0.021333294,0.00037675025,0.00025709276,0.00018487772,0.00000111321,4.1554836e-7,0.0000099350245,0.0045552747,0.79814816],"study_design_scores_gemma":[0.0007398896,0.0002658613,0.05706407,0.028933223,0.0020417809,0.02134076,0.00003300079,6.280938e-7,2.9148717e-7,0.00006772688,0.88918144,0.00033134277],"about_ca_topic_score_codex":0.000010756887,"about_ca_topic_score_gemma":0.000015676824,"teacher_disagreement_score":0.88462615,"about_ca_system_score_codex":0.00011596958,"about_ca_system_score_gemma":0.0009012014,"threshold_uncertainty_score":0.99992156},"labels":[],"label_agreement":null},{"id":"W1648423084","doi":"","title":"Canada's Summer Institute in Geriatrics","year":2011,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geriatrics; Medicine; Gerontology; Psychiatry","score_opus":0.060580656617619494,"score_gpt":0.3117883777475216,"score_spread":0.2512077211299021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1648423084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7342843,0.002489653,0.002463271,0.21176973,0.006347095,0.00080429035,0.000051253388,0.000076022414,0.04171438],"genre_scores_gemma":[0.9883326,0.0005425743,0.0021775267,0.006166112,0.0013699539,0.0000049018327,0.00005031566,0.00003153996,0.0013244549],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99521196,0.000085853186,0.0012216602,0.000254021,0.0026961102,0.0005304152],"domain_scores_gemma":[0.997719,0.00010538211,0.00031039072,0.0002849145,0.0003586227,0.0012217272],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013656945,0.00025484464,0.0008325942,0.00034170426,0.000058359394,0.0000035560713,0.00042984867,0.00023992185,0.0040119393],"category_scores_gemma":[0.0047447085,0.00017354837,0.00010199433,0.0005035186,0.0006896879,0.00012063985,0.00007511741,0.0013801397,0.000012620496],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074154214,0.00076065294,0.14217655,0.00039125673,0.00030161827,0.013417045,0.003950722,0.000005816669,0.0003522233,0.0005760304,0.71185637,0.12547015],"study_design_scores_gemma":[0.028445812,0.0015446503,0.5315702,0.0044357628,0.00037036426,0.0123931775,0.0019252882,0.00039209364,0.0009192632,0.0006315344,0.41683316,0.0005386641],"about_ca_topic_score_codex":0.32893974,"about_ca_topic_score_gemma":0.3178064,"teacher_disagreement_score":0.38939366,"about_ca_system_score_codex":0.0003026225,"about_ca_system_score_gemma":0.0038819704,"threshold_uncertainty_score":0.99689853},"labels":[],"label_agreement":null},{"id":"W1648649047","doi":"10.1111/j.1447-0594.2012.00920.x","title":"Using the Short Physical Performance Battery to screen for frailty in young‐old adults with distinct socioeconomic conditions","year":2012,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Socioeconomic status; Medicine; Gerontology; Receiver operating characteristic; SAINT; Demography; Environmental health; Population; Internal medicine","score_opus":0.04667999776924211,"score_gpt":0.34054999875271297,"score_spread":0.2938700009834709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1648649047","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97470194,0.00023680588,0.008866293,0.009176187,0.0033972866,0.0012428163,0.00048252576,0.00006735008,0.0018288114],"genre_scores_gemma":[0.98894805,0.00010352422,0.0059209964,0.0011488375,0.0021226024,0.00040329224,0.0006215499,0.00006158867,0.0006695697],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99700683,0.0000911974,0.00081690145,0.0007638331,0.00045636858,0.0008648496],"domain_scores_gemma":[0.9978468,0.00057229307,0.0003177518,0.00044360504,0.0005222743,0.00029731583],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00057528866,0.00048119054,0.0006849554,0.0005822859,0.00026162135,0.00008290638,0.000625192,0.00033437254,0.00025849792],"category_scores_gemma":[0.0002940063,0.00039984524,0.00018598718,0.00021711503,0.0003324535,0.00053455116,0.00024527914,0.00051771785,0.000039795097],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019878184,0.00069722947,0.980165,0.00006432436,0.00067603507,0.000022428425,0.0036674582,0.00027254352,0.00042835367,0.004351756,0.0037548258,0.0039122268],"study_design_scores_gemma":[0.0052622017,0.00061632367,0.96484697,0.0000753056,0.00034833836,0.0013806258,0.0008252827,0.017809656,0.00014819903,0.00029636789,0.0077084103,0.00068234326],"about_ca_topic_score_codex":0.0005750616,"about_ca_topic_score_gemma":0.0016950404,"teacher_disagreement_score":0.017537111,"about_ca_system_score_codex":0.00067804207,"about_ca_system_score_gemma":0.00017469533,"threshold_uncertainty_score":0.9998453},"labels":[],"label_agreement":null},{"id":"W1717035664","doi":"10.1111/imj.12502","title":"Can frailty predict complicated care needs and length of stay?","year":2014,"lang":"en","type":"review","venue":"Internal Medicine Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Hospital discharge; Medical unit; Scale (ratio); Emergency medicine; Intensive care medicine","score_opus":0.056960280413496864,"score_gpt":0.36727684027156604,"score_spread":0.31031655985806916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1717035664","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00040182966,0.99079883,0.00030755182,0.0012880447,0.0013239018,0.0007369628,0.00010488208,0.000052102692,0.004985883],"genre_scores_gemma":[0.0033389442,0.99049187,0.00023025351,0.0002100165,0.0030274324,0.00001655077,0.00011809296,0.00012493663,0.0024418896],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956116,0.00027312545,0.0021325143,0.00039792174,0.0010868646,0.0004979589],"domain_scores_gemma":[0.99573684,0.00047845667,0.0015892802,0.00062522537,0.00071259553,0.00085762853],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005927014,0.0007289326,0.0041917725,0.0010765454,0.00008355583,0.000027848491,0.00058162794,0.0004472894,0.0006754685],"category_scores_gemma":[0.00095761963,0.00046415871,0.0005214483,0.0003981348,0.0005985626,0.00006109459,0.00017383235,0.0026398092,0.000015441472],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009456234,0.00006375184,0.0008614247,0.025308829,0.0013624267,0.00020455164,0.0015651314,2.0614605e-7,0.000008798683,0.000025834108,0.03394265,0.9365618],"study_design_scores_gemma":[0.0025236,0.0019523842,0.00038928512,0.13504592,0.0032551098,0.01775041,0.00058039033,0.000013725261,0.000004904064,0.000041273255,0.8381659,0.00027713802],"about_ca_topic_score_codex":0.0003020295,"about_ca_topic_score_gemma":0.000049521877,"teacher_disagreement_score":0.9362847,"about_ca_system_score_codex":0.000380314,"about_ca_system_score_gemma":0.00048691666,"threshold_uncertainty_score":0.999781},"labels":[],"label_agreement":null},{"id":"W1720420601","doi":"","title":"Adapting Canadian Health Care to an Aging Population","year":2011,"lang":"en","type":"article","venue":"UBC Faculty of Medicine medical journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biopsychosocial model; Polypharmacy; Baby boomers; Health care; Gerontology; Population; Medicine; Population ageing; Geriatrics; Nursing; Psychiatry; Political science; Environmental health","score_opus":0.07329327143220507,"score_gpt":0.3648448546733711,"score_spread":0.29155158324116603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1720420601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7292629,0.0022289231,0.0052847606,0.24974163,0.0024888762,0.0011295878,0.00006663155,0.00017071518,0.009626],"genre_scores_gemma":[0.97650295,0.00005003796,0.010011612,0.011447431,0.0015709134,0.0000030885128,0.00021743118,0.000036831978,0.00015969107],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9959843,0.00015642875,0.0010057853,0.00029494404,0.0018791741,0.0006793246],"domain_scores_gemma":[0.99427086,0.00004775239,0.0002869488,0.0003012638,0.00046743854,0.0046257325],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016099141,0.00023238467,0.0006934064,0.00057261635,0.00023614481,0.000008417663,0.00033536673,0.00017487063,0.0021659315],"category_scores_gemma":[0.0023510884,0.00017299168,0.00009539343,0.00034498336,0.00017639589,0.00014340704,0.00003919239,0.00091777113,0.000022682842],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021143419,0.00016514356,0.067723565,0.00032515975,0.00014776619,0.0010638472,0.081278875,0.000011060888,0.00013028909,0.00028045024,0.07436459,0.77429783],"study_design_scores_gemma":[0.011065372,0.0069057657,0.88584,0.010159343,0.00024621113,0.008044778,0.035002094,0.00053420564,0.00022065092,0.00028036107,0.041111447,0.00058977306],"about_ca_topic_score_codex":0.19546242,"about_ca_topic_score_gemma":0.105563104,"teacher_disagreement_score":0.8181164,"about_ca_system_score_codex":0.00053603563,"about_ca_system_score_gemma":0.00139441,"threshold_uncertainty_score":0.9987462},"labels":[],"label_agreement":null},{"id":"W1720514629","doi":"10.1111/jgs.13595","title":"One‐Year Change in the Japanese Version of the Montreal Cognitive Assessment Performance and Related Predictors in Community‐Dwelling Older Adults","year":2015,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Montreal Cognitive Assessment; Medicine; Confounding; Cohort; Logistic regression; Gerontology; Prospective cohort study; Multinomial logistic regression; Cohort study; Odds ratio; Population; Demography; Cognition; Physical therapy; Cognitive impairment; Internal medicine; Environmental health; Psychiatry; Statistics","score_opus":0.020281269773520582,"score_gpt":0.27946579429897594,"score_spread":0.2591845245254554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1720514629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963322,0.00026676556,0.0000022738511,0.0024479562,0.00021040016,0.0004130261,0.000009482636,0.000003866156,0.0003140243],"genre_scores_gemma":[0.9982021,0.0010254906,0.00016596544,0.00047000765,0.00009195728,0.000005059577,0.0000021509263,0.000013327639,0.000023982317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980674,0.0005502241,0.00044913904,0.00008658781,0.00066109037,0.00018557491],"domain_scores_gemma":[0.9981443,0.00040864618,0.00084294355,0.00027868454,0.00025285518,0.00007255223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017786162,0.00011967117,0.0003403028,0.0000625989,0.00010234476,0.000012516312,0.0003623971,0.00006673958,0.000004372468],"category_scores_gemma":[0.00026841107,0.00006561767,0.00018257397,0.00090300693,0.00033385967,0.00013157912,0.00016404425,0.0012513517,4.2713344e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004592879,0.00052453135,0.80953074,0.00011280984,0.0001265374,0.0000041296844,0.18440866,0.00011523957,0.000049310263,8.5586197e-7,0.0010618474,0.003606058],"study_design_scores_gemma":[0.0036289333,0.00058863196,0.92103326,0.00073701167,0.00015638425,0.00005197324,0.07178482,0.0018948059,0.000035078923,0.000011117952,0.000014771575,0.00006320598],"about_ca_topic_score_codex":0.0019964466,"about_ca_topic_score_gemma":0.00007532237,"teacher_disagreement_score":0.112623855,"about_ca_system_score_codex":0.00023875352,"about_ca_system_score_gemma":0.00016272118,"threshold_uncertainty_score":0.543657},"labels":[],"label_agreement":null},{"id":"W1741002350","doi":"10.1186/s13195-015-0140-3","title":"Frailty and the risk of cognitive impairment","year":2015,"lang":"en","type":"review","venue":"Alzheimer s Research & Therapy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Dementia; Cognition; Cognitive impairment; Disease; Population; Cognitive decline; Mechanism (biology); Gerontology; Risk factor; Medicine; Psychology; Psychiatry; Environmental health; Pathology","score_opus":0.2815848604359538,"score_gpt":0.4840241556315442,"score_spread":0.2024392951955904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1741002350","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000076129654,0.99013776,0.0000038251305,0.00052614545,0.0001006681,0.0066871084,0.00018435983,0.000030811465,0.002253171],"genre_scores_gemma":[0.00029512262,0.99761254,0.00007131218,0.00008270364,0.00031332462,0.00072918134,0.00010841488,0.00010016829,0.00068722235],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99348545,0.0028962577,0.00070104044,0.0005836807,0.0016888893,0.0006446886],"domain_scores_gemma":[0.9927499,0.00443712,0.00033190538,0.00097550824,0.0011454647,0.00036009593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061430484,0.00045667103,0.0022567268,0.00036459288,0.00016668712,0.00004717356,0.00046219563,0.00034993538,0.00026868004],"category_scores_gemma":[0.00097433996,0.00022922618,0.00053620635,0.0007303686,0.0020850392,0.000063293424,0.0002786038,0.0019830945,0.00016615116],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000828497,0.0002162868,0.000023480688,0.0008381695,0.007136249,0.000022270051,0.00140545,1.504148e-8,1.3761094e-7,0.00005652751,0.008899665,0.98057324],"study_design_scores_gemma":[0.0069150873,0.0013711593,0.000084536776,0.008688077,0.0029990072,0.00009695248,0.0003035538,0.0000061795085,0.000011546706,0.000445972,0.97885966,0.00021823695],"about_ca_topic_score_codex":0.00072096917,"about_ca_topic_score_gemma":0.000017370756,"teacher_disagreement_score":0.980355,"about_ca_system_score_codex":0.00007438919,"about_ca_system_score_gemma":0.001218644,"threshold_uncertainty_score":0.93475723},"labels":[],"label_agreement":null},{"id":"W1761651686","doi":"10.11606/t.83.2008.tde-12012009-145005","title":"Adaptação cultural e Validação da \"Edmonton Frail Scale\" (EFS) escala de avaliação de fragilidade em idosos","year":2008,"lang":"pt","type":"dissertation","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Gerontology; Art; Medicine","score_opus":0.0354185248283681,"score_gpt":0.31560377229600944,"score_spread":0.28018524746764134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1761651686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.948652,0.0054156547,0.0044702403,0.0018451684,0.004328165,0.003693048,0.00033489242,0.0013184776,0.029942302],"genre_scores_gemma":[0.70427006,0.002532376,0.005043345,0.0023455424,0.0017259715,0.00039986573,0.0053821746,0.00055449485,0.27774617],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98674107,0.00084428955,0.0028893417,0.0027855246,0.003044235,0.0036955595],"domain_scores_gemma":[0.9916764,0.0006513033,0.0012162729,0.0024728097,0.0014612962,0.0025219112],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0010297539,0.0028290215,0.00308351,0.00082694815,0.00094639976,0.0005533726,0.0017704,0.0040307427,0.0063997186],"category_scores_gemma":[0.0016690552,0.0026510372,0.0017211015,0.0012836122,0.00044984627,0.0008351377,0.0002446269,0.004358548,0.00327345],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0049373456,0.005295454,0.05848759,0.0076328455,0.004582091,0.0048916396,0.36353293,0.00083363004,0.10975073,0.0005022437,0.30874693,0.13080658],"study_design_scores_gemma":[0.033240903,0.004826782,0.30786142,0.019179268,0.009430265,0.0062587284,0.33477825,0.056956783,0.17125592,0.000545189,0.041580915,0.014085596],"about_ca_topic_score_codex":0.006870211,"about_ca_topic_score_gemma":0.005105941,"teacher_disagreement_score":0.26716602,"about_ca_system_score_codex":0.002441963,"about_ca_system_score_gemma":0.0024578182,"threshold_uncertainty_score":0.9997431},"labels":[],"label_agreement":null},{"id":"W1772397964","doi":"10.1159/000382061","title":"Frailty Clinical Phenotype: A Physical and Cognitive Point of View","year":2015,"lang":"en","type":"review","venue":"Nestlé Nutrition Institute Workshop series","topic":"Frailty in Older Adults","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"National Center for Advancing Translational Sciences; National Center for Complementary and Integrative Health; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Aging","keywords":"Phenomenon; Viewpoints; Cognition; Psychology; Clinical Practice; Cognitive psychology; Medicine; Gerontology; Psychiatry; Epistemology; Physical therapy","score_opus":0.1446443935417097,"score_gpt":0.4280115830313823,"score_spread":0.28336718948967266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1772397964","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024855416,0.9934014,0.00011914596,0.0006205804,0.00096342637,0.0026712469,0.000261418,0.00015050505,0.0015637076],"genre_scores_gemma":[0.00027831277,0.9942476,0.0012919948,0.00017150037,0.001701146,0.0004306599,0.0011010693,0.00009074127,0.0006869542],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965781,0.00027929028,0.001419728,0.00079077506,0.0005559773,0.00037613433],"domain_scores_gemma":[0.9970457,0.0005282341,0.00065148226,0.0005857615,0.0007524971,0.0004363055],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044530616,0.00070268725,0.004093453,0.00025139228,0.00009625607,0.00005139782,0.0001966553,0.000774317,0.000049437185],"category_scores_gemma":[0.0013518021,0.000583705,0.0007032885,0.0007005942,0.0015936445,0.0005780614,0.00019871572,0.0011829304,0.0001004801],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031181745,0.0012211006,0.0000133845415,0.043938667,0.00044505327,0.00013255273,0.00024763148,6.937518e-8,3.1368037e-7,0.0010348657,0.0059408555,0.9467137],"study_design_scores_gemma":[0.0024853358,0.000587313,0.00003487212,0.09421201,0.0033545832,0.00063523673,0.000205704,0.0000024536323,0.000002279644,0.0005364246,0.89749616,0.0004476307],"about_ca_topic_score_codex":0.000012237371,"about_ca_topic_score_gemma":0.000030615967,"teacher_disagreement_score":0.94626606,"about_ca_system_score_codex":0.0001054876,"about_ca_system_score_gemma":0.00083209877,"threshold_uncertainty_score":0.99966145},"labels":[],"label_agreement":null},{"id":"W1778491572","doi":"10.25904/1912/360","title":"Program Evaluation of the Aged Care Early Intervention Management Strategy","year":2007,"lang":"en","type":"article","venue":"Griffith Research Online (Griffith University, Queensland, Australia)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Population ageing; Quarter (Canadian coin); Health care; Population; Aged care; Sustainability; Welfare; Psychological intervention; Gerontology; Nursing; Environmental health; Economic growth","score_opus":0.20841424488580176,"score_gpt":0.45512489696631053,"score_spread":0.24671065208050877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1778491572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98789334,0.00010713412,0.000060092196,0.00084730086,0.00024547256,0.0048316214,0.00015676781,0.00011911688,0.0057391813],"genre_scores_gemma":[0.9786336,0.000053053773,0.001381338,0.000014554562,0.00019832658,0.00001381749,0.00035890538,0.00003665576,0.019309793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99373937,0.0008140844,0.0005443277,0.0006519371,0.0032864755,0.0009637862],"domain_scores_gemma":[0.99583864,0.0001605613,0.00024555373,0.0009752052,0.0024297286,0.00035029263],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031856552,0.000314224,0.00041298213,0.00079848897,0.0003251073,0.00005346555,0.0007302553,0.00030908387,0.00024245681],"category_scores_gemma":[0.00021077774,0.0002583692,0.0003412461,0.0018168761,0.00057582784,0.00023626875,0.0004324568,0.0013089138,0.000042098996],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048994417,0.0065282895,0.52789724,0.003558428,0.0016705557,0.0011138655,0.0052990788,0.0009166177,0.0014846427,0.002027145,0.018532105,0.42607257],"study_design_scores_gemma":[0.007858436,0.0015856454,0.9693345,0.00095217704,0.0005032938,0.000031833253,0.011554972,0.0001725715,0.0008973633,0.00009765313,0.006753659,0.00025791975],"about_ca_topic_score_codex":0.0028789635,"about_ca_topic_score_gemma":0.012930851,"teacher_disagreement_score":0.4414372,"about_ca_system_score_codex":0.00086189207,"about_ca_system_score_gemma":0.00023819407,"threshold_uncertainty_score":0.9999868},"labels":[],"label_agreement":null},{"id":"W1801345381","doi":"10.1186/1471-2318-3-3","title":"The Feasibility of performing resistance exercise with acutely ill hospitalized older adults","year":2003,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph's Hospital; Saint John Regional Hospital; Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University","keywords":"Medicine; Physical therapy; Deconditioning; Ambulatory; Rehabilitation; Regimen; Randomized controlled trial; Resistance training; Internal medicine","score_opus":0.0179977772835187,"score_gpt":0.2658357422645519,"score_spread":0.24783796498103322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1801345381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99016696,0.0026517059,0.0005691061,0.00023382196,0.00028331176,0.0014447204,0.000015194571,0.00006990005,0.004565248],"genre_scores_gemma":[0.97726023,0.00045390762,0.017841289,0.00005237874,0.00005937676,0.000053493997,0.000008886881,0.000042562457,0.004227896],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809647,0.00007539161,0.00047384817,0.00039465298,0.0005609461,0.00039871773],"domain_scores_gemma":[0.99778575,0.00024561296,0.00025708092,0.00095699553,0.00060263753,0.00015194839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055295246,0.00023076778,0.00041134053,0.000065646054,0.00017033638,0.00002556329,0.00019400967,0.00011789698,0.000049612285],"category_scores_gemma":[0.0012118359,0.00014506908,0.00013227401,0.0005745812,0.00016900213,0.000108699234,0.00003336323,0.00020056519,0.00001377786],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01241461,0.0012714738,0.9527099,0.0038505374,0.00017802308,0.00008843878,0.0057317484,0.00002526884,0.00037218252,0.0018371355,0.012789347,0.0087312935],"study_design_scores_gemma":[0.02313033,0.0010947845,0.94646615,0.0018406261,0.0007719506,0.00011214192,0.0027553053,0.0001646559,0.00880556,0.00048248575,0.013468537,0.00090748497],"about_ca_topic_score_codex":0.000026000886,"about_ca_topic_score_gemma":0.000106589214,"teacher_disagreement_score":0.017272184,"about_ca_system_score_codex":0.00010921722,"about_ca_system_score_gemma":0.00031828025,"threshold_uncertainty_score":0.59157455},"labels":[],"label_agreement":null},{"id":"W1810957000","doi":"10.18192/uojm.v5i1.1224","title":"Getting a MOVE ON (Mobilization of Vulnerable Elderly in Ontario Project): Ontario’s Solution to Senior Immobility and Functional Decline during Hospitalization","year":2015,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Mobilization; Gerontology; Medicine; Political science","score_opus":0.02322322649193107,"score_gpt":0.24278039481435507,"score_spread":0.219557168322424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1810957000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937472,0.00006702532,0.002783192,0.002118738,0.00019428616,0.00037636375,0.000001984302,0.0000065850163,0.00070467754],"genre_scores_gemma":[0.9963919,0.0000106451735,0.002246102,0.00007106712,0.00007008914,1.972426e-7,0.000014679983,0.0000076004007,0.0011877301],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845713,0.000087453045,0.00052638055,0.00017436469,0.0006097159,0.00014497415],"domain_scores_gemma":[0.99822277,0.000088057546,0.0005939566,0.00014164121,0.0007835268,0.00017004793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001102578,0.00012338505,0.00045171284,0.00052629306,0.00005194431,0.0000026956898,0.000074230054,0.000092452254,0.00010986195],"category_scores_gemma":[0.00080922287,0.000115300645,0.00005168088,0.00026675564,0.00012919352,0.00021341108,0.00004447284,0.0003604365,6.44549e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026657125,0.0005437495,0.9567038,0.00021052775,0.00010125423,0.00011089839,0.023306446,0.0027756758,0.009771562,0.00007363424,0.0018515855,0.0018851467],"study_design_scores_gemma":[0.011867877,0.004012067,0.97483444,0.0014205187,0.00014283073,0.00017630775,0.00437691,0.00034410515,0.0014811356,0.00008480736,0.0011538423,0.00010515084],"about_ca_topic_score_codex":0.14819999,"about_ca_topic_score_gemma":0.36894485,"teacher_disagreement_score":0.22074485,"about_ca_system_score_codex":0.0010973172,"about_ca_system_score_gemma":0.0007456169,"threshold_uncertainty_score":0.85747224},"labels":[],"label_agreement":null},{"id":"W1812031973","doi":"10.1111/jppi.12125","title":"The Benefits of a Frailty Index for People With Intellectual Disability: A Commentary","year":2015,"lang":"en","type":"article","venue":"Journal of Policy and Practice in Intellectual Disabilities","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Index (typography); Gerontology; Population; Intellectual disability; Medicine; Independence (probability theory); Psychology; Environmental health; Psychiatry; Computer science; Statistics","score_opus":0.07075825499910879,"score_gpt":0.3600269242304331,"score_spread":0.2892686692313243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1812031973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92638946,0.0017162861,0.00036233696,0.06903436,0.00015912486,0.00060815795,0.000035234854,0.000008867913,0.0016861793],"genre_scores_gemma":[0.99625105,0.0006730636,0.0009249112,0.0013829524,0.00046330522,0.000028945165,0.000003619653,0.000025186533,0.00024699164],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977513,0.00035763014,0.0008800953,0.00017506201,0.0005088234,0.000327075],"domain_scores_gemma":[0.83737767,0.16059792,0.00048227533,0.000366534,0.00088980753,0.0002858082],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0019587607,0.00021565329,0.0005949311,0.00015872893,0.00009961762,0.000057284153,0.00020460955,0.000103599785,0.000040045652],"category_scores_gemma":[0.32111803,0.00013096431,0.0001271465,0.00043158277,0.0011455218,0.0004835542,0.0000922589,0.00055000326,0.0000016274626],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.058808226,0.0023400157,0.024060743,0.0006875362,0.0007831433,0.000006346117,0.80394936,0.00032329277,0.00004499477,0.0024961294,0.057871047,0.04862918],"study_design_scores_gemma":[0.0072283386,0.013968843,0.0037485082,0.00084396714,0.00038114956,0.0028786906,0.85916764,0.0005494519,0.0006745045,0.0065313866,0.10369333,0.00033419844],"about_ca_topic_score_codex":0.0014158585,"about_ca_topic_score_gemma":0.0019382786,"teacher_disagreement_score":0.31915927,"about_ca_system_score_codex":0.00032162247,"about_ca_system_score_gemma":0.00056564534,"threshold_uncertainty_score":0.6846005},"labels":[],"label_agreement":null},{"id":"W1822471168","doi":"10.1139/h11-116","title":"A comparison of the relationship of 14 performance-based measures with frailty in older women","year":2011,"lang":"en","type":"article","venue":"Applied Physiology Nutrition and Metabolism","topic":"Frailty in Older Adults","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University; Dalhousie University; University of British Columbia, Okanagan Campus; Okanagan University College; University of British Columbia","funders":"University of North Texas","keywords":"Grip strength; Medicine; Balance (ability); Preferred walking speed; Physical medicine and rehabilitation; Gerontology; Physical therapy; Physical fitness; Ambulatory; Physical strength; Internal medicine","score_opus":0.058308133438045695,"score_gpt":0.28064932468925996,"score_spread":0.22234119125121427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1822471168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979918,0.00030261165,0.00003223677,0.0001070221,0.00003825973,0.0005132496,0.000006220292,0.000012222644,0.000996398],"genre_scores_gemma":[0.99878424,0.00003669349,0.00077713357,0.00016978661,0.00002353781,0.00016101841,0.000013122536,0.00000929858,0.000025176496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992533,0.00005122137,0.00026462958,0.00015148595,0.00013317412,0.0001462139],"domain_scores_gemma":[0.99943584,0.00007543643,0.00014466562,0.00022671763,0.00007389272,0.00004347249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011818334,0.00010356924,0.00039575965,0.000100966696,0.000035307417,9.578013e-7,0.000067102854,0.00010045009,0.00004667282],"category_scores_gemma":[0.000026591273,0.00006765019,0.000031251817,0.00022595756,0.00029598767,0.000028397882,0.000016519562,0.00019913519,0.0000015111402],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037769976,0.004783153,0.64372385,0.0018308075,0.00018360208,7.9629586e-7,0.019121371,0.000040668987,0.30068874,0.014298285,0.0006212974,0.010930438],"study_design_scores_gemma":[0.006039257,0.00005499008,0.93991035,0.00014816142,0.00004544904,0.0000015641904,0.0004538062,0.00004413111,0.051628653,0.00080317,0.000805357,0.000065085886],"about_ca_topic_score_codex":0.000017187802,"about_ca_topic_score_gemma":0.00000846332,"teacher_disagreement_score":0.29618654,"about_ca_system_score_codex":0.000011863125,"about_ca_system_score_gemma":0.00004471092,"threshold_uncertainty_score":0.27586946},"labels":[],"label_agreement":null},{"id":"W1824086090","doi":"10.1159/000381164","title":"Operationalizing Frailty Using the Frailty Phenotype and Deficit Accumulation Approaches","year":2015,"lang":"en","type":"review","venue":"Interdisciplinary topics in gerontology and geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Institute on Aging","keywords":"Operationalization; Vulnerability (computing); Gerontology; Frailty Index; Phenotype; Psychology; Medicine; Computer science; Biology; Genetics; Computer security","score_opus":0.36609851826114315,"score_gpt":0.4513157724238518,"score_spread":0.08521725416270864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1824086090","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004868793,0.99022067,0.0009425528,0.0009311077,0.000647492,0.0010405844,0.000026280166,0.000032654294,0.0012898834],"genre_scores_gemma":[0.003838877,0.98743165,0.0058721197,0.00012369693,0.0012350004,0.00010977675,0.000297532,0.0000774246,0.0010139325],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99776757,0.0002793394,0.0007943963,0.00061012706,0.00021593952,0.00033264727],"domain_scores_gemma":[0.9987077,0.00033062175,0.00028346825,0.00046858253,0.000094596675,0.000115005496],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006156196,0.0004368027,0.0013294513,0.00024649763,0.00024102256,0.00006628571,0.00020859585,0.0007736715,0.000024151743],"category_scores_gemma":[0.00017624852,0.00030703293,0.00013685807,0.0002766297,0.00026282028,0.00015506757,0.00079396897,0.0008770028,0.000004726028],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007807221,0.00011995604,0.0019408029,0.0052943337,0.00015895271,0.000080537044,0.0031851255,0.000049963004,3.28689e-7,0.0021987918,0.00035929936,0.9865338],"study_design_scores_gemma":[0.0027109028,0.00065209664,0.0059781615,0.006482295,0.0030273995,0.003212332,0.0017355158,0.01073013,6.221698e-7,0.009404495,0.95460105,0.0014650264],"about_ca_topic_score_codex":0.000037716793,"about_ca_topic_score_gemma":0.00023593592,"teacher_disagreement_score":0.9850688,"about_ca_system_score_codex":0.00026047646,"about_ca_system_score_gemma":0.00032174666,"threshold_uncertainty_score":0.9999382},"labels":[],"label_agreement":null},{"id":"W183532738","doi":"","title":"In-home preventive health assessment and telephone case management for over 75s living alone in independent living units: A cluster randomised controlled trial.","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychosocial; Cluster randomised controlled trial; Psychological intervention; Population; Gerontology; Public health; Health care; Nursing; Environmental health","score_opus":0.014707734837680264,"score_gpt":0.33715999056644724,"score_spread":0.32245225572876696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W183532738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9281894,0.0014998438,0.00059866573,0.0011579538,0.0013337033,0.058561496,0.000035729852,0.000083822146,0.008539388],"genre_scores_gemma":[0.8883777,0.00122293,0.00264206,0.0011925205,0.00034372727,0.008006988,0.0003521874,0.00013811317,0.09772373],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99538314,0.0005148311,0.0018833801,0.0008812762,0.00063576456,0.00070162484],"domain_scores_gemma":[0.9960757,0.0023056853,0.0007474284,0.00041984647,0.00019837158,0.00025295033],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029720708,0.0006242476,0.002346026,0.0011410607,0.000099462675,0.000080982645,0.00012299913,0.00039301498,0.0004216222],"category_scores_gemma":[0.00059767364,0.0005517192,0.00022819999,0.00043652713,0.000025522859,0.00023779106,0.000086578046,0.0006963774,0.0000035744674],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9121703,0.0064682574,0.0018788364,0.011263208,0.0031956083,0.0026869364,0.023606792,0.000116877876,0.00006412104,0.00021675698,0.008067194,0.030265147],"study_design_scores_gemma":[0.95298946,0.0012147368,0.022218388,0.0074610063,0.0004949891,0.00015530626,0.012238728,0.0023553171,0.000008441738,0.000041703814,0.00025108483,0.00057081546],"about_ca_topic_score_codex":0.00100377,"about_ca_topic_score_gemma":0.038391843,"teacher_disagreement_score":0.089184344,"about_ca_system_score_codex":0.001302358,"about_ca_system_score_gemma":0.000626464,"threshold_uncertainty_score":0.99969345},"labels":[],"label_agreement":null},{"id":"W1848884583","doi":"10.1111/j.1532-5415.2011.03300.x","title":"Transitions in Frailty Status in Older Adults in Relation to Mobility: A Multistate Modeling Approach Employing a Deficit Count","year":2011,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"National Institute on Aging; Canadian Institutes of Health Research","keywords":"Geriatrics; Medicine; Gerontology; Nova scotia; Haven; Family medicine; Library science; Sociology; Psychiatry; Mathematics; Computer science","score_opus":0.03532753118205307,"score_gpt":0.2814704226037006,"score_spread":0.24614289142164752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1848884583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98100305,0.00018181228,0.01708783,0.00078104035,0.00010844722,0.00072235113,0.000017256756,0.000013339117,0.000084892665],"genre_scores_gemma":[0.9520654,0.00021226506,0.047118194,0.0004776686,0.000054382024,0.000025437188,0.0000033273518,0.00003208141,0.000011249142],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975556,0.00017222838,0.0010319345,0.00027607463,0.000507506,0.00045664015],"domain_scores_gemma":[0.99870574,0.00008982456,0.00049093744,0.00032277653,0.0002225,0.00016822024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010126971,0.00019685538,0.00058260706,0.00028699412,0.00005407062,0.000017000008,0.0002094421,0.000090702786,0.0000075222333],"category_scores_gemma":[0.00030128044,0.00015902695,0.00031573293,0.0019054662,0.000088475805,0.00020115478,0.000054724966,0.000942384,0.0000015626223],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020194792,0.0031919796,0.57951313,0.00030738162,0.00011687477,0.00007134808,0.26223528,0.14176227,0.0011107741,0.00002044461,0.00024913563,0.009401929],"study_design_scores_gemma":[0.004703038,0.00028917895,0.79510224,0.00048424923,0.00007369881,0.00007662275,0.022784237,0.17608266,0.000019321451,0.0001397116,0.000020166144,0.00022485736],"about_ca_topic_score_codex":0.0035374726,"about_ca_topic_score_gemma":0.00046976324,"teacher_disagreement_score":0.23945104,"about_ca_system_score_codex":0.0010790965,"about_ca_system_score_gemma":0.0003248527,"threshold_uncertainty_score":0.6484931},"labels":[],"label_agreement":null},{"id":"W1858850187","doi":"10.1016/j.jgo.2015.07.004","title":"Surgical geriatric oncology: It is time for interventions","year":2015,"lang":"en","type":"review","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Geriatric oncology; Medicine; Scopus; Psychological intervention; Geriatrics; Tolerability; Family medicine; Internal medicine; Gerontology; Oncology; MEDLINE; Cancer; Psychiatry; Adverse effect","score_opus":0.12514155686259767,"score_gpt":0.4716072635115614,"score_spread":0.3464657066489637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1858850187","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008932009,0.9750242,0.00015231139,0.008407319,0.004434592,0.0020819367,0.00017606081,0.00003909397,0.009675539],"genre_scores_gemma":[0.0000012827967,0.96239835,0.0070520453,0.00046614945,0.0074554677,0.000118311604,0.00012174335,0.00013248115,0.02225415],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930899,0.0008536279,0.0041405214,0.00053177885,0.00064903166,0.0007351008],"domain_scores_gemma":[0.9902156,0.002269897,0.004561301,0.00056702667,0.0015711937,0.00081498915],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003873552,0.00068847265,0.007454598,0.0017049789,0.000096188036,0.00003703947,0.00073603436,0.0020072486,0.0026304526],"category_scores_gemma":[0.00143497,0.00051584176,0.0046791774,0.0010982521,0.00017260252,0.00015797227,0.00022512818,0.0018690436,0.0009561106],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028006203,0.00073359616,0.0000013487559,0.006490297,0.0008121989,0.0010208446,0.000071689916,2.8146516e-7,2.7446504e-7,0.000006569141,0.4844168,0.50616604],"study_design_scores_gemma":[0.0065366286,0.01145955,0.0000026740447,0.0046270224,0.012898342,0.031032026,0.0000399442,0.000006809061,2.5543457e-7,0.000120160345,0.9329053,0.00037126412],"about_ca_topic_score_codex":0.000005449662,"about_ca_topic_score_gemma":0.0000052215737,"teacher_disagreement_score":0.50579476,"about_ca_system_score_codex":0.0036620395,"about_ca_system_score_gemma":0.009736272,"threshold_uncertainty_score":0.9998218},"labels":[],"label_agreement":null},{"id":"W1866805582","doi":"10.2196/rehab.4084","title":"A Smart Insole to Promote Healthy Aging for Frail Elderly Individuals: Specifications, Design, and Preliminary Results","year":2015,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Gerontology; Aging in place; Healthy aging; Physical medicine and rehabilitation; Medicine; Psychology","score_opus":0.07351796488756054,"score_gpt":0.34606282176197084,"score_spread":0.2725448568744103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1866805582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75415146,0.0012248894,0.02092121,0.21410924,0.00009880225,0.007899173,0.00011857792,0.0012524532,0.00022418005],"genre_scores_gemma":[0.7356533,0.000028243741,0.26217163,0.00017716554,0.000021558788,0.001612812,0.000035781504,0.000019072226,0.00028046846],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99855286,0.000068243455,0.00039231975,0.00052975444,0.00021055044,0.00024627487],"domain_scores_gemma":[0.9981017,0.000910056,0.00013454503,0.00036039922,0.00035438628,0.00013890494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073043664,0.000184098,0.00028844565,0.0003582636,0.0001417412,0.000048817205,0.000097510856,0.0001731352,9.748725e-7],"category_scores_gemma":[0.0066952775,0.00016182734,0.000034213033,0.00035528798,0.0003091668,0.00015448545,0.000097962424,0.00018613183,0.000007627166],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044513876,0.00067670224,0.043191243,0.0008104764,0.00009985984,0.000007094762,0.017105583,0.00001361668,0.0014417177,0.001996647,0.090976186,0.83922946],"study_design_scores_gemma":[0.009345158,0.04298951,0.6911055,0.0011587628,0.00009070553,0.000052998803,0.045533422,0.00063622463,0.0027710511,0.011456069,0.19422953,0.00063111284],"about_ca_topic_score_codex":0.00001077617,"about_ca_topic_score_gemma":0.000006232148,"teacher_disagreement_score":0.8385984,"about_ca_system_score_codex":0.00013104147,"about_ca_system_score_gemma":0.00011355133,"threshold_uncertainty_score":0.80153567},"labels":[],"label_agreement":null},{"id":"W1867953464","doi":"10.1111/j.1741-6612.2009.00405.x","title":"The assessment of frailty in older people in acute care","year":2009,"lang":"en","type":"article","venue":"Australasian Journal on Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Vulnerability (computing); Institutionalisation; Scale (ratio); Medicine; Stressor; Health care; Population ageing; Frailty syndrome; Population; Environmental health; Frailty Index; Psychiatry; Computer science; Computer security","score_opus":0.01609994942713364,"score_gpt":0.332131544354921,"score_spread":0.3160315949277873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1867953464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98263246,0.00009608777,0.0000629153,0.010691791,0.00019413885,0.00026417928,0.0000019626382,0.00001103805,0.00604544],"genre_scores_gemma":[0.9980428,0.0001133992,0.00092810346,0.00028151835,0.00009414397,0.0000030061888,0.0000032163864,0.000013461079,0.0005203469],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984302,0.00008734518,0.00053236634,0.00015890803,0.00041557744,0.0003756229],"domain_scores_gemma":[0.99927384,0.00008953279,0.00017690072,0.00024988814,0.00007254873,0.000137305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032700985,0.0001523158,0.00031654802,0.00022139525,0.00008094148,0.000043140048,0.00018098735,0.00008838108,0.00006675373],"category_scores_gemma":[0.00008148788,0.00010684129,0.0001110887,0.00035500838,0.000032354765,0.00011954965,0.000014591882,0.0010385106,0.000005413024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026526474,0.0007656163,0.7076975,0.00011785864,0.00015714891,0.00913776,0.0167751,0.0012542288,0.006165368,0.00093750365,0.002505772,0.25422084],"study_design_scores_gemma":[0.002346468,0.00064791547,0.99174374,0.0009457712,0.000028500051,0.000342939,0.0026009216,0.00009690661,0.00056454906,0.0001320256,0.0004578567,0.00009241027],"about_ca_topic_score_codex":0.000022912449,"about_ca_topic_score_gemma":0.00032876292,"teacher_disagreement_score":0.2840462,"about_ca_system_score_codex":0.00029761554,"about_ca_system_score_gemma":0.00015316774,"threshold_uncertainty_score":0.45118695},"labels":[],"label_agreement":null},{"id":"W1874690631","doi":"10.1017/s0144686x1500046x","title":"‘Thinking you're old and frail’: a qualitative study of frailty in older adults","year":2015,"lang":"en","type":"article","venue":"Ageing and Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":160,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Institute for Health and Care Research","keywords":"Qualitative research; Gerontology; Perception; Grounded theory; Context (archaeology); Psychology; Identity (music); Medicine; Sociology","score_opus":0.04506813143222073,"score_gpt":0.3450188786694467,"score_spread":0.299950747237226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1874690631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973933,0.00058195216,0.00004236023,0.00071740255,0.00006281245,0.0004722005,0.0000048569236,0.000039687704,0.00068543333],"genre_scores_gemma":[0.997597,0.000053477757,0.001174521,0.00044097446,0.000051367737,0.000017041863,0.0000068973077,0.000017816,0.00064093736],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986845,0.00012171171,0.0002974972,0.00031719584,0.00037127757,0.0002078029],"domain_scores_gemma":[0.99924153,0.00020259888,0.0000922421,0.00020341201,0.000118842545,0.00014139876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008516804,0.00015199461,0.00037176048,0.000039422295,0.000054736105,0.000019981795,0.00006342786,0.00012442376,0.0000065028635],"category_scores_gemma":[0.00025782478,0.00013247797,0.00005452283,0.00018877693,0.000118705735,0.00010748487,0.00009930883,0.00031502848,0.0000012364425],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005706248,0.00036381392,0.05097949,0.00018152705,0.000081226506,0.00004156488,0.943804,0.0000024907993,0.000042675518,0.00003759238,0.0018663678,0.0025421716],"study_design_scores_gemma":[0.0090034995,0.0006647987,0.20495887,0.0007110491,0.000060006492,0.000009199424,0.7834077,0.0004957714,0.000038710048,0.00038596784,0.000105029634,0.0001593964],"about_ca_topic_score_codex":0.0019418473,"about_ca_topic_score_gemma":0.00031547816,"teacher_disagreement_score":0.16039632,"about_ca_system_score_codex":0.000046216443,"about_ca_system_score_gemma":0.00004185089,"threshold_uncertainty_score":0.5402295},"labels":[],"label_agreement":null},{"id":"W1875253081","doi":"10.1183/13993003/erj.38.suppl_55.p3478","title":"Deployment of integrated care services for patients with long-term oxygen therapy (LTOT): Role of frailty","year":2011,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Emergency medicine; Health care; Software deployment; Long-term care; Internal medicine; Nursing","score_opus":0.031800020985967924,"score_gpt":0.26200288709838326,"score_spread":0.23020286611241533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1875253081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949289,0.0017873865,0.00009882305,0.000012115636,0.000110221685,0.00055739103,0.0000552991,0.000028409666,0.0024214722],"genre_scores_gemma":[0.998266,0.000040551266,0.0010773295,0.00031422815,0.00010553733,0.0000052481764,0.000025295185,0.00008407994,0.00008174594],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983725,0.0001849919,0.00058286625,0.0002096761,0.00040784193,0.00024210091],"domain_scores_gemma":[0.99785954,0.000023713035,0.00052733347,0.0003694061,0.0010209887,0.00019903349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027499985,0.00021681785,0.0003481971,0.00016476389,0.000073675015,0.000014068241,0.00029747625,0.000045907254,0.00027267382],"category_scores_gemma":[0.000027923295,0.00014652124,0.00013582587,0.00013110702,0.00009235929,0.00012836611,0.000041374697,0.0002530774,0.000009508407],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002432487,0.0005688774,0.91853654,0.00023645094,0.0003111004,0.000049878625,0.005186673,0.0000020881632,0.0053910255,0.0000040545,0.00012413097,0.06715667],"study_design_scores_gemma":[0.00743518,0.0044109575,0.957567,0.00075275404,0.00009410372,0.000019556785,0.000829846,0.0000021819064,0.020570673,0.000005344157,0.00815439,0.00015805935],"about_ca_topic_score_codex":0.000013118237,"about_ca_topic_score_gemma":0.000022458431,"teacher_disagreement_score":0.06699861,"about_ca_system_score_codex":0.000067507484,"about_ca_system_score_gemma":0.00015125432,"threshold_uncertainty_score":0.5974963},"labels":[],"label_agreement":null},{"id":"W1890051289","doi":"10.11124/jbisrir-2015-2192","title":"Frailty indices as a predictor of postoperative outcomes: a systematic review protocol","year":2015,"lang":"en","type":"review","venue":"The JBI Database of Systematic Reviews and Implementation Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Vulnerability (computing); Stressor; Medicine; Gerontology; Health care; Psychology; Psychiatry; Computer science; Computer security; Political science","score_opus":0.13501370478394514,"score_gpt":0.47931617971480905,"score_spread":0.3443024749308639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1890051289","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000020127468,0.58943933,0.000015692653,0.00007835122,0.00007044774,0.4099354,0.00033153468,0.00001580584,0.00011143018],"genre_scores_gemma":[0.000001517262,0.66615814,0.0002797613,0.00024010031,0.000022129883,0.33211446,0.00082152564,0.000047486486,0.00031489797],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.982742,0.0030140402,0.011721218,0.0006405201,0.0015732126,0.00030897785],"domain_scores_gemma":[0.9785628,0.000827849,0.01669355,0.0029148366,0.0007488535,0.00025211964],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.012162045,0.00087679015,0.014052681,0.00026628617,0.000084004496,0.000042442076,0.00039715122,0.00014377818,0.0003182843],"category_scores_gemma":[0.006186494,0.0003946024,0.00096152583,0.0006061581,0.00016189106,0.00029055268,0.0002651457,0.00031454756,0.000040791656],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048343404,0.00009431159,0.000017655648,0.9900668,0.0009299053,0.000054908,0.0005161978,4.6546655e-9,7.995284e-7,0.000041773157,0.0057979,0.0024748982],"study_design_scores_gemma":[0.0005096768,0.00031277796,0.0000026402995,0.8463335,0.01667969,0.002921735,0.00046381683,7.163005e-7,0.000002389196,0.000010532858,0.13250636,0.00025614363],"about_ca_topic_score_codex":0.0001698369,"about_ca_topic_score_gemma":0.000021230622,"teacher_disagreement_score":0.1437333,"about_ca_system_score_codex":0.00016159713,"about_ca_system_score_gemma":0.0009181618,"threshold_uncertainty_score":0.9998506},"labels":[],"label_agreement":null},{"id":"W1891240766","doi":"","title":"Reproductibilidad de la versión brasileña adaptada de la Edmonton Frail Scale para ancianos residentes en la comunidad","year":2013,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Art","score_opus":0.01690893600794951,"score_gpt":0.2651462995984848,"score_spread":0.24823736359053528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1891240766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8602613,0.0011608291,0.0012499336,0.023221122,0.0006516363,0.0015203727,0.000055042194,0.00089478836,0.11098495],"genre_scores_gemma":[0.9826135,0.000358505,0.012004564,0.0005815125,0.0011882712,0.00041385356,0.0001548048,0.00014335377,0.00254166],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929524,0.0020854466,0.0010300718,0.0013925541,0.0012716872,0.001267859],"domain_scores_gemma":[0.99402064,0.0020695666,0.00046736782,0.0016901615,0.000683453,0.0010688236],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00219702,0.0007540293,0.0008911056,0.00055686623,0.00069463544,0.0005443321,0.0008930905,0.0012514775,0.00020867189],"category_scores_gemma":[0.0039710635,0.00075102446,0.0004065711,0.0008534685,0.00019505223,0.0009901141,0.00039974178,0.0018132492,0.00009286504],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002774137,0.007602325,0.1589811,0.0017633277,0.0017664642,0.004288829,0.032091793,0.00047703768,0.22382827,0.44539854,0.09583026,0.025197908],"study_design_scores_gemma":[0.003233734,0.00021417724,0.28490055,0.0006827085,0.00023584548,0.006609082,0.0018937666,0.00042303017,0.008230317,0.0009197331,0.69190973,0.0007473239],"about_ca_topic_score_codex":0.00009731333,"about_ca_topic_score_gemma":0.00038759003,"teacher_disagreement_score":0.59607947,"about_ca_system_score_codex":0.0016610234,"about_ca_system_score_gemma":0.0016753171,"threshold_uncertainty_score":0.9994941},"labels":[],"label_agreement":null},{"id":"W1892870357","doi":"10.1159/000381131","title":"Assessment of Frailty in Animal Models","year":2015,"lang":"en","type":"review","venue":"Interdisciplinary topics in gerontology and geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Environmental science; Geography; Computer science","score_opus":0.13488583796892653,"score_gpt":0.44852978444484864,"score_spread":0.3136439464759221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1892870357","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020234392,0.98354834,0.00016224467,0.00038845453,0.00059378846,0.0009130028,0.000044636672,0.000021014752,0.012305096],"genre_scores_gemma":[0.004225681,0.99149686,0.0029922451,0.00002363247,0.00023683341,0.00010104205,0.000101111975,0.000039748622,0.0007828424],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972277,0.0002284344,0.0013145023,0.0005999918,0.00023849832,0.0003908417],"domain_scores_gemma":[0.99864626,0.00020786627,0.00037728972,0.000537896,0.00009829714,0.00013239705],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006332639,0.00042594102,0.0027165194,0.0006711478,0.000026262687,0.000009354405,0.0002701795,0.00096825795,0.000033949822],"category_scores_gemma":[0.00006578224,0.00036905715,0.00022567736,0.0003977235,0.0001919352,0.00011473314,0.00085856626,0.0011007894,0.0000028817308],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013740014,0.00074314466,0.0045433026,0.023168653,0.00013857879,0.0009278528,0.0016320781,0.000020736608,3.1536806e-7,0.003945678,0.0010834918,0.96365875],"study_design_scores_gemma":[0.011068852,0.006999446,0.04520739,0.04182762,0.002900822,0.0038533183,0.0014034739,0.0064307367,0.0000010628495,0.045147516,0.8323486,0.0028111965],"about_ca_topic_score_codex":0.00003995784,"about_ca_topic_score_gemma":0.00040155023,"teacher_disagreement_score":0.96084756,"about_ca_system_score_codex":0.0004405813,"about_ca_system_score_gemma":0.0006331159,"threshold_uncertainty_score":0.99987614},"labels":[],"label_agreement":null},{"id":"W1896686945","doi":"","title":"Frailty: Identifying elderly patients at high risk of poor outcomes.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Research Institute for Aging; Centre for Family Medicine","funders":"","keywords":"Medicine; Geriatrics; Psychological intervention; MEDLINE; Gerontology; Disease; Frailty syndrome; Health care; Psychiatry; Frailty Index","score_opus":0.055139460103625,"score_gpt":0.2734913565346289,"score_spread":0.21835189643100392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1896686945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932514,0.000118627875,0.00004551435,0.0011164844,0.0010026366,0.0010862498,0.0000652269,0.00009612248,0.0032177262],"genre_scores_gemma":[0.98963004,0.000013984913,0.0004653266,0.00035119016,0.00009221155,0.00031873913,0.00006420891,0.000038040744,0.009026229],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803585,0.000061070845,0.00043648732,0.0002927102,0.0007258533,0.00044800114],"domain_scores_gemma":[0.99843735,0.000101428705,0.0002509342,0.0004918174,0.000292375,0.00042612047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037282764,0.00018153261,0.0004372673,0.00013902516,0.00004223061,0.000014639553,0.00016670453,0.00011832269,0.000058272322],"category_scores_gemma":[0.0017926262,0.00015106359,0.00013044325,0.00019581652,0.00007830368,0.00013978452,0.00014600408,0.00019209203,0.00014056508],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011375077,0.0001961813,0.8688054,0.000059720864,0.00015661873,0.000010731974,0.0002932109,0.0000023782986,0.000009008689,0.000013326629,0.015838007,0.11450163],"study_design_scores_gemma":[0.005806864,0.00012730475,0.98550683,0.000025899439,0.00019314117,0.0000047484364,0.000051210824,0.000009051102,0.0014506152,0.00025396797,0.0064283144,0.00014203458],"about_ca_topic_score_codex":0.00077790476,"about_ca_topic_score_gemma":0.00013455629,"teacher_disagreement_score":0.11670142,"about_ca_system_score_codex":0.0002594785,"about_ca_system_score_gemma":0.000039090748,"threshold_uncertainty_score":0.6160194},"labels":[],"label_agreement":null},{"id":"W1896747566","doi":"","title":"Overgrown lawn: Military Veteran no longer able to maintain the yard.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Veterans Affairs Canada","funders":"","keywords":"Yard; Lawn; Roof; Front (military); Medicine; Computer science; Archaeology; History; Geography; Biology; Ecology; Meteorology; Physics; Astronomy","score_opus":0.015605243066211869,"score_gpt":0.23546619959015758,"score_spread":0.21986095652394572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1896747566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79373395,0.0011346914,0.0001416174,0.112671256,0.0011148355,0.003937951,0.000031351938,0.00031328032,0.086921036],"genre_scores_gemma":[0.9537259,0.000026754253,0.00056007615,0.022722363,0.000684506,0.0004905169,0.000017602739,0.000023748174,0.021748532],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99840873,0.000051242492,0.00023257268,0.00030972413,0.0003606655,0.00063706626],"domain_scores_gemma":[0.99880594,0.00009032426,0.00002390159,0.0006688996,0.000086479246,0.00032443675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041821512,0.00017336252,0.00023616858,0.00007013255,0.00008185993,0.000020429054,0.00021869871,0.00007872553,0.0002254622],"category_scores_gemma":[0.0004290537,0.00012003348,0.00010784953,0.0002270816,0.00005344603,0.00009354412,0.000045668305,0.00022998593,0.00052897737],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085239206,0.0004113037,0.0051657264,0.00007596278,0.00014790281,0.00030887086,0.0013420921,0.000054445893,0.0006334088,0.0006719431,0.5770427,0.41329327],"study_design_scores_gemma":[0.0012326422,0.00021888464,0.7659917,0.000037952806,0.000050719133,0.0000758724,0.00007148783,0.00004785799,0.00060373434,0.0004853112,0.23100299,0.00018086351],"about_ca_topic_score_codex":0.0001726368,"about_ca_topic_score_gemma":0.00007780615,"teacher_disagreement_score":0.760826,"about_ca_system_score_codex":0.00014280927,"about_ca_system_score_gemma":0.000029037414,"threshold_uncertainty_score":0.679911},"labels":[],"label_agreement":null},{"id":"W1902315105","doi":"10.1186/s13643-015-0110-7","title":"Interventions for preventing, delaying the onset, or decreasing the burden of frailty: an overview of systematic reviews","year":2015,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Institut National d'Excellence en Santé et en Services Sociaux; Ministry of Health; Jewish General Hospital; St. Clair College; McMaster University","funders":"Canadian Institutes of Health Research; McMaster University","keywords":"Medicine; Psychological intervention; Intensive care medicine; Systematic review; Gerontology; MEDLINE; Nursing","score_opus":0.536243126104507,"score_gpt":0.509928951615828,"score_spread":0.02631417448867901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1902315105","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000180005,0.8766727,0.0009670622,0.00008124052,0.00046822533,0.12151587,0.000078986624,0.000036849287,0.00017730464],"genre_scores_gemma":[0.0000051981215,0.96705514,0.0031114102,0.000058100362,0.0003456948,0.02555472,0.00012610143,0.00016993897,0.0035737127],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9674889,0.015019587,0.015067239,0.0007388517,0.0011249691,0.00056046137],"domain_scores_gemma":[0.96916014,0.0063636443,0.017958524,0.0053761434,0.0008713116,0.0002702306],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.040058672,0.0012142548,0.0219118,0.00031534082,0.0002097838,0.000100194105,0.002064635,0.00038984756,0.000110653724],"category_scores_gemma":[0.04476766,0.00044676062,0.0070301057,0.0011671874,0.00021270973,0.0001887153,0.00028856297,0.00060545316,0.00015300694],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000072412276,0.000116182244,3.875615e-7,0.94120824,0.00079213746,0.0000027978065,0.0011516721,2.841921e-7,1.8177886e-7,0.00014936992,0.0038675726,0.052703902],"study_design_scores_gemma":[0.0002945942,0.00021652279,1.07103205e-7,0.62936723,0.021678822,0.0006998593,0.00047132594,0.000057477344,1.8669596e-7,0.000050063016,0.34692094,0.00024287356],"about_ca_topic_score_codex":0.00009280635,"about_ca_topic_score_gemma":0.000057699424,"teacher_disagreement_score":0.34305337,"about_ca_system_score_codex":0.0003347392,"about_ca_system_score_gemma":0.00075145945,"threshold_uncertainty_score":0.9997984},"labels":[],"label_agreement":null},{"id":"W1904849472","doi":"10.1186/s12913-015-1001-2","title":"Optimizing senior’s surgical care - Elder-friendly Approaches to the Surgical Environment (EASE) study: rationale and objectives","year":2015,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; Diabetes Canada; Health Sciences Centre; University of Calgary; Alberta Health; University of Alberta","funders":"","keywords":"Medicine; Psychological intervention; Health administration; Acute care; Nursing research; Health care; Population; Public health; Emergency medicine; Nursing","score_opus":0.16992061693869787,"score_gpt":0.40180345139956836,"score_spread":0.2318828344608705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1904849472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97404635,0.008414829,0.00008274273,0.0071769236,0.00009960875,0.006073314,0.00004319806,0.000073860094,0.003989201],"genre_scores_gemma":[0.99389166,0.00018963979,0.003762469,0.00022329074,0.00043655955,0.00051122514,0.000073818475,0.000038401085,0.0008729341],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99513006,0.0012858934,0.0004200481,0.0006910591,0.00169269,0.0007802484],"domain_scores_gemma":[0.99737006,0.00061417813,0.00005953156,0.00065209565,0.00020012444,0.0011040057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028876562,0.00020984712,0.0003920989,0.00019984008,0.00046364614,0.00008827469,0.0003006263,0.0000992596,0.000074336705],"category_scores_gemma":[0.00005252461,0.00014488558,0.00005182277,0.000421278,0.00015732748,0.00012549285,0.00051162054,0.00060330186,0.00012744105],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005901208,0.003401331,0.26771235,0.004988602,0.0002413143,0.00071115553,0.68034,0.0019766253,0.00000885789,0.0011809708,0.0015897529,0.031947833],"study_design_scores_gemma":[0.009086216,0.006337538,0.12737401,0.0004084799,0.000036537735,0.000367791,0.63872564,0.0034491206,0.00007451413,0.000054033582,0.21369076,0.00039539183],"about_ca_topic_score_codex":0.0014582226,"about_ca_topic_score_gemma":0.0017198173,"teacher_disagreement_score":0.21210101,"about_ca_system_score_codex":0.0004148029,"about_ca_system_score_gemma":0.0008788059,"threshold_uncertainty_score":0.5908262},"labels":[],"label_agreement":null},{"id":"W1919353527","doi":"10.1016/j.ejim.2015.06.002","title":"Predicting prolonged length of hospital stay in older emergency department users: Use of a novel analysis method, the Artificial Neural Network","year":2015,"lang":"en","type":"article","venue":"European Journal of Internal Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Emergency department; Receiver operating characteristic; Polypharmacy; Emergency medicine; Prospective cohort study; Multilayer perceptron; Positive predicative value; Predictive value; Likelihood ratios in diagnostic testing; Predictive value of tests; Artificial neural network; Machine learning; Internal medicine; Psychiatry","score_opus":0.06759321884237735,"score_gpt":0.3266333912465099,"score_spread":0.2590401724041326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1919353527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97914886,0.00067600363,0.015124347,0.0028798936,0.0014725303,0.00038264782,0.000010936155,0.000010339421,0.00029445483],"genre_scores_gemma":[0.991632,0.000053281467,0.0065002134,0.00019153008,0.0014488847,0.0000019889774,0.0000057266857,0.000040079656,0.00012631029],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99527806,0.00079869427,0.0022957053,0.0002268304,0.0010671712,0.00033356747],"domain_scores_gemma":[0.9962366,0.00035225073,0.001777077,0.00039027023,0.00093991664,0.00030388916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004393108,0.0002543406,0.0009688335,0.000459184,0.000026395815,0.000009662858,0.00041036654,0.00003820134,0.000104743754],"category_scores_gemma":[0.0032234204,0.00015013591,0.00032979867,0.0009339126,0.00019904725,0.00020241123,0.00011980322,0.0007219062,0.0000014837831],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032482261,0.0012258096,0.9403425,0.000096152624,0.0034903877,0.0009965685,0.014785947,0.016667208,0.002236414,0.00002479243,0.006805206,0.010080824],"study_design_scores_gemma":[0.011038901,0.013993124,0.9255325,0.0029386962,0.004249275,0.0005963041,0.0044372026,0.03457233,0.0012154962,0.00003043005,0.0011012683,0.00029446837],"about_ca_topic_score_codex":0.00018172649,"about_ca_topic_score_gemma":0.00011664365,"teacher_disagreement_score":0.017905124,"about_ca_system_score_codex":0.00009240801,"about_ca_system_score_gemma":0.00008217935,"threshold_uncertainty_score":0.6122365},"labels":[],"label_agreement":null},{"id":"W1919703445","doi":"10.1111/j.1748-3743.2011.00280.x","title":"Older adults’ perceptions of weakness and ageing","year":2011,"lang":"en","type":"article","venue":"International Journal of Older People Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"University of British Columbia","keywords":"Weakness; Perception; Gerontology; Muscle weakness; Sarcopenia; Psychology; Association (psychology); Medicine","score_opus":0.016610960460320203,"score_gpt":0.2984764031290012,"score_spread":0.281865442668681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1919703445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98545593,0.0003533938,0.008606113,0.0017804654,0.001268608,0.00012502082,0.000006877869,0.000013561438,0.0023900268],"genre_scores_gemma":[0.99378854,0.00008241959,0.005460438,0.00011829925,0.00035915888,0.0000015594967,0.0000046523564,0.000021576094,0.00016338394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855906,0.00003158041,0.0005604308,0.00013774847,0.0005576843,0.00015349955],"domain_scores_gemma":[0.9984084,0.00006827519,0.00036966757,0.00012400349,0.0008905369,0.00013913067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016866713,0.00012733623,0.00029927838,0.00035840392,0.00003778138,0.00002009714,0.00019236658,0.00007295647,0.0005393139],"category_scores_gemma":[0.00011792406,0.00011383769,0.00014012064,0.000114314425,0.00013100704,0.00030464702,0.000028314445,0.00025208507,0.000005165824],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016791843,0.002757199,0.34572557,0.00031794055,0.0009063462,0.0009805831,0.29526284,0.000015501892,0.0127776135,0.00067390915,0.0031851293,0.33571818],"study_design_scores_gemma":[0.0028386265,0.0002201421,0.9798758,0.0045242216,0.00013794066,0.0032190555,0.006439236,0.00020425682,0.002165546,0.00022909608,0.000037542002,0.0001085183],"about_ca_topic_score_codex":0.00008566623,"about_ca_topic_score_gemma":0.000025722818,"teacher_disagreement_score":0.63415027,"about_ca_system_score_codex":0.00011157194,"about_ca_system_score_gemma":0.00008452968,"threshold_uncertainty_score":0.5905109},"labels":[],"label_agreement":null},{"id":"W1935622291","doi":"10.1111/imj.12912","title":"Atrial fibrillation in older inpatients: are there any differences in clinical characteristics and pharmacological treatment between the frail and the non‐frail?","year":2015,"lang":"en","type":"article","venue":"Internal Medicine Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"International Business Machines Corporation","keywords":"Medicine; Atrial fibrillation; Antithrombotic; Stroke (engine); Internal medicine; Incidence (geometry); Odds ratio; Medical prescription; Observational study; Univariate analysis; Logistic regression; Prospective cohort study; Multivariate analysis","score_opus":0.089865761174125,"score_gpt":0.38279268841165726,"score_spread":0.2929269272375323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1935622291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9672983,0.0016555998,0.00007500354,0.02926083,0.00095699215,0.00056610827,0.0000073113224,0.000008291901,0.00017150852],"genre_scores_gemma":[0.9923868,0.0021091283,0.000031895735,0.00051920017,0.004661827,0.0000060695247,0.0000043731197,0.000013144795,0.00026754875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997401,0.00053616153,0.001073888,0.00023550366,0.0004886988,0.00026473968],"domain_scores_gemma":[0.9975042,0.0014438828,0.00047551276,0.00013928686,0.00013479298,0.00030234267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016871106,0.00023041705,0.0007959086,0.00013026208,0.00006719972,0.00004691851,0.00016308429,0.000143395,0.00011354254],"category_scores_gemma":[0.0017400039,0.000094538984,0.0001025031,0.00012704715,0.0006756709,0.000098622244,0.00008533619,0.00092143106,0.0000042328943],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022437472,0.00004953566,0.9631184,0.000011122042,0.00015203556,0.00015476541,0.0029296675,9.701853e-7,0.000005978731,0.0000029377118,0.0010878904,0.030242955],"study_design_scores_gemma":[0.027468925,0.0018687199,0.9650671,0.0010166584,0.0002587275,0.00048159334,0.0013924179,0.00090593257,0.000004471546,0.00022301072,0.0012192032,0.000093269475],"about_ca_topic_score_codex":0.00020605113,"about_ca_topic_score_gemma":0.000098556004,"teacher_disagreement_score":0.030149685,"about_ca_system_score_codex":0.00017002076,"about_ca_system_score_gemma":0.00009497734,"threshold_uncertainty_score":0.40032107},"labels":[],"label_agreement":null},{"id":"W1939583659","doi":"10.1016/j.jgo.2015.07.002","title":"Chemotherapy in the oldest old: The feasibility of delivering cytotoxic therapy to patients 80years old and older","year":2015,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Discontinuation; Chemotherapy; Internal medicine; Population; Polypharmacy; Retrospective cohort study; Medical prescription; Cancer; Surgery","score_opus":0.04442722743134235,"score_gpt":0.34399515921213736,"score_spread":0.299567931780795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1939583659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907425,0.0005729798,0.000028309783,0.0072701015,0.00035713764,0.00077639066,0.000002739244,0.000004647504,0.0002451726],"genre_scores_gemma":[0.99554354,0.0006028493,0.00085728965,0.0026231268,0.0002848776,0.000007936199,7.2107616e-7,0.000016298807,0.00006337201],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981486,0.0003638398,0.0006646255,0.00015669625,0.00043535855,0.00023088338],"domain_scores_gemma":[0.99829185,0.0004441271,0.00042211026,0.00031174204,0.00037184852,0.00015833609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020274855,0.000144766,0.0005007947,0.0002047949,0.000037774844,0.0000138235955,0.00029642228,0.00012967456,0.00003741614],"category_scores_gemma":[0.0005120519,0.00007787425,0.00010125889,0.00048022083,0.000105647094,0.00008982716,0.000045354154,0.00044827722,0.000004053954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033716888,0.0020575682,0.8818707,0.000053841297,0.00013800296,0.000099162404,0.026947908,0.00005484451,0.0037671914,0.000025443838,0.006703433,0.07491021],"study_design_scores_gemma":[0.011088462,0.0050043087,0.977924,0.00005140509,0.0000451664,0.00029219122,0.0009944253,0.000018111776,0.00035073236,0.00013274094,0.004013951,0.000084502535],"about_ca_topic_score_codex":0.00017343489,"about_ca_topic_score_gemma":0.000070136375,"teacher_disagreement_score":0.096053295,"about_ca_system_score_codex":0.0002865899,"about_ca_system_score_gemma":0.00027828861,"threshold_uncertainty_score":0.31756195},"labels":[],"label_agreement":null},{"id":"W1957303951","doi":"10.1159/000381232","title":"End of Life Care in Frailty","year":2015,"lang":"en","type":"review","venue":"Interdisciplinary topics in gerontology and geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Palliative care; Medicine; Health care; Disease; End-of-life care; Gerontology; Nursing","score_opus":0.0780943519241773,"score_gpt":0.3994608790382829,"score_spread":0.3213665271141056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1957303951","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001593834,0.9896437,0.00001780233,0.00038440965,0.0011089836,0.00079049706,0.000049589376,0.000020065705,0.006391139],"genre_scores_gemma":[0.001738457,0.99599266,0.00083557976,0.00004173208,0.00038047082,0.00007847694,0.00015690686,0.00004041831,0.00073529116],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973884,0.00022961314,0.001250227,0.00055789895,0.0002048206,0.0003690399],"domain_scores_gemma":[0.9985282,0.00022044066,0.00035963402,0.00055351155,0.00011498786,0.00022327187],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00033850214,0.00042173656,0.0027057026,0.0006677626,0.000022616714,0.000008248226,0.000273484,0.0010944706,0.000037088907],"category_scores_gemma":[0.00029057023,0.00036760356,0.00022928596,0.0003972337,0.0002494739,0.00006552701,0.00080354174,0.0009825138,0.000009846648],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016467701,0.00017720634,0.005062378,0.020233579,0.00006511262,0.00044302555,0.005097916,0.0000016319304,2.1650166e-8,0.00022344997,0.00090553064,0.9676255],"study_design_scores_gemma":[0.0029305618,0.0012151739,0.0037261376,0.008305923,0.0005276482,0.00046905404,0.0019206753,0.000015722015,3.026455e-7,0.0011773844,0.9791605,0.00055094477],"about_ca_topic_score_codex":0.000068707195,"about_ca_topic_score_gemma":0.0015843079,"teacher_disagreement_score":0.9782549,"about_ca_system_score_codex":0.00037588892,"about_ca_system_score_gemma":0.0009535735,"threshold_uncertainty_score":0.9998776},"labels":[],"label_agreement":null},{"id":"W1963824708","doi":"10.1111/jgs.12282","title":"Acute Care for Elders Components of Acute Geriatric Unit Care: Systematic Descriptive Review","year":2013,"lang":"en","type":"review","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; Toronto Rehabilitation Institute; University of Toronto; York University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Psychological intervention; Rehabilitation; Acute care; Delirium; Geriatric rehabilitation; Geriatrics; Descriptive statistics; Emergency medicine; Nursing; Intensive care medicine; Physical therapy; Health care; Psychiatry","score_opus":0.04497597672019894,"score_gpt":0.34170636932785897,"score_spread":0.29673039260766004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963824708","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016990946,0.9898358,0.00024536255,0.00036478112,0.0013941382,0.0074053863,0.0005234599,0.00002288341,0.000038251423],"genre_scores_gemma":[0.000052292246,0.9892634,0.008858365,0.00049897726,0.00054965663,0.00020600334,0.000108254506,0.00017012308,0.00029288692],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99370193,0.0006616121,0.003289143,0.00042673864,0.0013257551,0.00059480726],"domain_scores_gemma":[0.98186505,0.0007164498,0.013023172,0.0012515587,0.002808534,0.00033524603],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007875398,0.0008687142,0.008734789,0.00026186867,0.00019120958,0.000050426523,0.0015312479,0.00030528643,0.000015181446],"category_scores_gemma":[0.00048826716,0.0005132826,0.007996639,0.0022983826,0.00039667,0.00015291311,0.00031233928,0.0012761571,0.000012373758],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046235316,0.00010333429,0.000014535127,0.89459425,0.011365853,0.00001958918,0.002324631,0.0000011115195,0.000029117638,0.000002850037,0.043301266,0.04819723],"study_design_scores_gemma":[0.0021467002,0.0016064846,0.000024942563,0.41483355,0.16244909,0.0018829983,0.004873362,0.0000063352004,0.000012507991,0.000009135976,0.41131443,0.000840462],"about_ca_topic_score_codex":0.00006367605,"about_ca_topic_score_gemma":8.6277527e-7,"teacher_disagreement_score":0.4797607,"about_ca_system_score_codex":0.0015163487,"about_ca_system_score_gemma":0.0016668951,"threshold_uncertainty_score":0.9997319},"labels":[],"label_agreement":null},{"id":"W1963828374","doi":"10.1016/j.arr.2015.04.001","title":"Modifications to the frailty phenotype criteria: Systematic review of the current literature and investigation of 262 frailty phenotypes in the Survey of Health, Ageing, and Retirement in Europe","year":2015,"lang":"en","type":"review","venue":"Ageing Research Reviews","topic":"Frailty in Older Adults","field":"Medicine","cited_by":396,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; Dalhousie University","funders":"National Institute on Aging; Canadian Institutes of Health Research; European Commission","keywords":"Grip strength; Phenotype; Gerontology; Medicine; Ageing; Weight loss; Cardiovascular health; Demography; Physical therapy; Internal medicine; Obesity; Disease; Biology","score_opus":0.3991285154493486,"score_gpt":0.4964775598434775,"score_spread":0.09734904439412895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1963828374","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018848396,0.9812952,0.000006390483,0.0028344146,0.00009018084,0.015378951,0.00011340903,0.000004571863,0.000088347166],"genre_scores_gemma":[0.00066886045,0.9978579,0.000102236,0.00026800678,0.000040152103,0.00080437405,0.00015612417,0.00003587401,0.000066466484],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9744544,0.019992054,0.0032771262,0.0005485727,0.0013340192,0.00039384642],"domain_scores_gemma":[0.99285793,0.0018984501,0.0015821246,0.0021331431,0.001382937,0.00014540905],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.040937535,0.00038476355,0.0035977066,0.0003522758,0.000111064255,0.00005124218,0.0009739119,0.00012346139,0.000006780708],"category_scores_gemma":[0.03208298,0.00017154345,0.00017347852,0.004520952,0.00039150385,0.00008227437,0.00041023112,0.0015380097,0.0000065752233],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043607274,0.000053291827,0.00008040886,0.7790562,0.000027135346,0.000002714266,0.0027130344,1.03456586e-7,0.0000017081665,0.000071811286,0.005459029,0.21253021],"study_design_scores_gemma":[0.0001423694,0.000127947,0.005278501,0.79530334,0.00023632374,0.000007465217,0.000027236392,0.000007453874,5.241608e-7,0.000060996717,0.1987028,0.000105027255],"about_ca_topic_score_codex":0.0009631977,"about_ca_topic_score_gemma":0.0010302985,"teacher_disagreement_score":0.21242519,"about_ca_system_score_codex":0.0001770113,"about_ca_system_score_gemma":0.0009939146,"threshold_uncertainty_score":0.98755664},"labels":[],"label_agreement":null},{"id":"W1965064072","doi":"10.1186/s13195-015-0120-7","title":"Cumulative impact of health deficits, social vulnerabilities, and protective factors on cognitive dynamics in late life: a multistate modeling approach","year":2015,"lang":"en","type":"article","venue":"Alzheimer s Research & Therapy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Alzheimer Society; Dalhousie Medical Research Foundation","keywords":"Cognition; Neurology; Geriatric psychiatry; Dynamics (music); Cognitive aging; Psychology; Medicine; Gerontology; Neuroscience; Psychiatry","score_opus":0.3151037447786496,"score_gpt":0.4616469733016184,"score_spread":0.1465432285229688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965064072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99024856,0.00388138,0.0009398584,0.0006369683,0.00002310431,0.0035723962,0.00017385281,0.00003774451,0.0004861394],"genre_scores_gemma":[0.99887156,0.0002923472,0.00030718307,0.00006233838,0.00004172887,0.00018209445,0.00013819922,0.0000632155,0.000041325537],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9958274,0.0013883755,0.00051405036,0.00054074137,0.0009749049,0.0007545494],"domain_scores_gemma":[0.9977504,0.00061163673,0.000135552,0.00023292897,0.00088712864,0.00038233039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024812943,0.00029649978,0.0007127453,0.0005064695,0.00017797507,0.000032899025,0.00012839545,0.00016280866,0.000009964005],"category_scores_gemma":[0.00083989406,0.00022866527,0.000113775226,0.00064993475,0.00044693804,0.00017032983,0.00007193253,0.0011684509,0.0000032834885],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.036601786,0.006579967,0.08963485,0.00043124348,0.008615555,0.00005336874,0.5341564,0.025025772,0.0003278632,0.0012484821,0.0004566336,0.2968681],"study_design_scores_gemma":[0.017603239,0.010953522,0.051655278,0.00051731645,0.000058914193,0.0000076823135,0.038252246,0.8760219,0.0003537021,0.00402641,0.000012245457,0.00053752144],"about_ca_topic_score_codex":0.026128192,"about_ca_topic_score_gemma":0.00045335887,"teacher_disagreement_score":0.85099614,"about_ca_system_score_codex":0.00081846304,"about_ca_system_score_gemma":0.0013677386,"threshold_uncertainty_score":0.98035693},"labels":[],"label_agreement":null},{"id":"W1966287229","doi":"10.1093/ageing/afv010","title":"Measuring frailty using self-report and test-based health measures","year":2015,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Frailty Index; Gerontology; Demography; Test (biology)","score_opus":0.12382166160378184,"score_gpt":0.3188356724773031,"score_spread":0.19501401087352127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966287229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942479,0.0020656243,0.0009652889,0.0013048792,0.00009548913,0.00025057548,0.0000020156758,0.00015464282,0.0009135607],"genre_scores_gemma":[0.98999566,0.00003364172,0.0086031705,0.0010027478,0.00016277254,0.00000357159,0.000008009778,0.000024051462,0.0001664032],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988404,0.00003997688,0.00024877486,0.00027551188,0.00032354443,0.0002718278],"domain_scores_gemma":[0.9991397,0.00010666091,0.00009333406,0.00021280308,0.00008848606,0.0003589627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055392255,0.0001448336,0.0002813387,0.00007988843,0.00013261271,0.000047968188,0.00003502385,0.000058380105,0.0000027923213],"category_scores_gemma":[0.0006562902,0.00012817113,0.000029298191,0.000108678345,0.000048398128,0.00010611333,0.000040465056,0.00017209646,0.000002335293],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016481617,0.0006681743,0.52117413,0.0024612278,0.00038151984,0.18580906,0.012905892,0.00020358618,0.03826048,0.00005455007,0.003933971,0.2339826],"study_design_scores_gemma":[0.018246453,0.002016928,0.8622321,0.006759869,0.0007247565,0.01239561,0.002381978,0.02096802,0.010739786,0.00072693377,0.061041836,0.0017657261],"about_ca_topic_score_codex":0.0008762776,"about_ca_topic_score_gemma":0.0001330972,"teacher_disagreement_score":0.341058,"about_ca_system_score_codex":0.000087667766,"about_ca_system_score_gemma":0.00023729325,"threshold_uncertainty_score":0.52266675},"labels":[],"label_agreement":null},{"id":"W1967253717","doi":"10.1016/j.ejso.2015.02.018","title":"Screening for predictors of adverse outcome in onco-geriatric surgical patients: A multicenter prospective cohort study","year":2015,"lang":"en","type":"article","venue":"European Journal of Surgical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal General Hospital","funders":"","keywords":"Medicine; Logistic regression; Confidence interval; Odds ratio; Receiver operating characteristic; Prospective cohort study; Incidence (geometry); Predictive value of tests; Multivariate analysis; Internal medicine; Cohort study; Cohort; Surgery","score_opus":0.042400871973716774,"score_gpt":0.33461177535534953,"score_spread":0.29221090338163275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967253717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886256,0.00006935997,0.00009949954,0.0003739291,0.0008416081,0.0016797759,0.00001455918,0.00001722392,0.008278447],"genre_scores_gemma":[0.99725395,0.00002535227,0.0017556002,0.000048577836,0.00057132816,0.000011865112,0.000009262573,0.00004460453,0.0002794288],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99576396,0.0010617035,0.0018731537,0.00028927176,0.000655568,0.0003563242],"domain_scores_gemma":[0.99684876,0.0006361017,0.00091147237,0.00020746331,0.00092729076,0.00046891352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003648062,0.00022542368,0.0011885588,0.0003904645,0.000026105039,0.000004873009,0.00023533634,0.00008207997,0.00006281382],"category_scores_gemma":[0.0009446537,0.00016720226,0.00030334343,0.00033777783,0.00015395583,0.00015941937,0.00012524628,0.000611117,0.000013572286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009440563,0.0043524955,0.97435045,0.000030212332,0.0002609502,0.006015822,0.0014845008,0.00013486815,0.000002982098,0.00000488101,0.000655528,0.0032667285],"study_design_scores_gemma":[0.06318546,0.017804455,0.8726088,0.00011310836,0.00029346845,0.00034243587,0.0011207176,0.00007832836,0.000008453327,0.0000024597932,0.04430413,0.0001382209],"about_ca_topic_score_codex":0.0000122119445,"about_ca_topic_score_gemma":0.000008125639,"teacher_disagreement_score":0.1017417,"about_ca_system_score_codex":0.0004500317,"about_ca_system_score_gemma":0.00020440597,"threshold_uncertainty_score":0.68183106},"labels":[],"label_agreement":null},{"id":"W1967619173","doi":"10.1007/bf02982161","title":"The I.A.N.A. task force on frailty assessment of older people in clinical practice","year":2008,"lang":"en","type":"review","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1088,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Jewish General Hospital","funders":"","keywords":"Pace; Institutionalisation; Medicine; Gerontology; Older people; Task (project management); MEDLINE; Psychology; Psychiatry","score_opus":0.10708745464384242,"score_gpt":0.5001731870191309,"score_spread":0.39308573237528854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967619173","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012785864,0.9673675,0.00035533297,0.029261846,0.0008579699,0.0017084052,0.000014726316,0.000010568233,0.00029584084],"genre_scores_gemma":[0.000681257,0.994151,0.0017361993,0.0021513372,0.0010705322,0.00002663585,0.000017508533,0.000049813203,0.000115697876],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99163646,0.0027346257,0.0038164917,0.00021005324,0.0011632331,0.00043912063],"domain_scores_gemma":[0.9836946,0.010110814,0.0048110895,0.0006138496,0.00052385835,0.00024580045],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007833011,0.00031600427,0.002286339,0.0003152124,0.0002559016,0.00002042935,0.00044897103,0.00021648488,0.000012735885],"category_scores_gemma":[0.0020897794,0.0001709259,0.0006617603,0.0005770394,0.0001348956,0.00016221314,0.00006415348,0.0032511614,0.0000072432986],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002323691,0.0023842882,0.00010460249,0.02005667,0.0003137293,0.000104112965,0.0010353522,0.000009635851,3.4935258e-7,0.000101489066,0.038839154,0.93681824],"study_design_scores_gemma":[0.0025318717,0.0015186744,0.0030218745,0.08601006,0.00046864437,0.0044914247,0.00049050903,0.000037272297,2.9263555e-7,0.00005424179,0.90124553,0.00012961573],"about_ca_topic_score_codex":0.00010031111,"about_ca_topic_score_gemma":0.000038132785,"teacher_disagreement_score":0.9366886,"about_ca_system_score_codex":0.00074603985,"about_ca_system_score_gemma":0.0023077733,"threshold_uncertainty_score":0.99904835},"labels":[],"label_agreement":null},{"id":"W1968160861","doi":"10.1016/j.exger.2007.08.002","title":"Improvement and decline in health status from late middle age: Modeling age-related changes in deficit accumulation","year":2007,"lang":"en","type":"article","venue":"Experimental Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Institute for Biodiagnostics; Dalhousie University","funders":"Health Research Board","keywords":"Medicine; Physiology; Gerontology","score_opus":0.10182862653601663,"score_gpt":0.3806587164998179,"score_spread":0.2788300899638013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968160861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902614,0.0067134397,0.00034351688,0.0014008668,0.00023551626,0.0006647023,0.000007197348,0.000049623,0.0003237762],"genre_scores_gemma":[0.99507207,0.00014796498,0.003216973,0.0010563042,0.000045525154,0.00002981957,0.00021352229,0.000025975467,0.0001918295],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9981676,0.00006076444,0.00060434523,0.00041479027,0.00016539873,0.00058712054],"domain_scores_gemma":[0.9994371,0.000072959134,0.00011101478,0.00019381802,0.0000156143,0.00016947571],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032927992,0.00019397736,0.00043746538,0.00021700971,0.000036436802,0.000010717814,0.000055893215,0.00017562613,0.0001003464],"category_scores_gemma":[0.0000384035,0.00020092043,0.000025769727,0.0001272777,0.00006725676,0.000074957985,0.000093763876,0.00024379493,0.000007758671],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043862187,0.0032528385,0.20204942,0.00030542407,0.00021474063,0.0022722802,0.10398826,0.003738873,0.55097413,0.0006670886,0.00010138829,0.12804933],"study_design_scores_gemma":[0.05772553,0.0068308474,0.5899834,0.0013651074,0.00005575685,0.000110479355,0.024221107,0.22690643,0.087856814,0.0024665445,0.0009815262,0.0014964829],"about_ca_topic_score_codex":0.020687846,"about_ca_topic_score_gemma":0.055618517,"teacher_disagreement_score":0.46311733,"about_ca_system_score_codex":0.000550447,"about_ca_system_score_gemma":0.00004082518,"threshold_uncertainty_score":0.98583347},"labels":[],"label_agreement":null},{"id":"W1968393804","doi":"10.1093/ageing/afv016","title":"Social vulnerability and survival across levels of frailty in the Honolulu-Asia Aging Study","year":2015,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Hazard ratio; Medicine; Proportional hazards model; Demography; Social vulnerability; Frailty Index; Gerontology; Confidence interval; Vulnerability (computing); Cohort; Cohort study; Internal medicine; Psychological intervention; Psychiatry","score_opus":0.11806456639834262,"score_gpt":0.3840856600074251,"score_spread":0.2660210936090825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968393804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974789,0.00015268096,0.000031516895,0.0010664184,0.000055708726,0.0003123876,0.0000063175803,0.000015163509,0.00088092446],"genre_scores_gemma":[0.99957716,0.000003409927,0.000053645304,0.00010821666,0.0001254721,0.000007017528,0.0000020571324,0.000008076172,0.000114960974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998991,0.00017165224,0.000212065,0.00019928654,0.00023162262,0.00019434794],"domain_scores_gemma":[0.9995293,0.00015828764,0.000049120306,0.00016678042,0.00004293672,0.000053583673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012114819,0.000099851655,0.0002612168,0.00002557969,0.00010193309,0.000033900582,0.000073392584,0.000047292826,0.0000039568163],"category_scores_gemma":[0.00028575494,0.00007093347,0.00002454344,0.00013429817,0.00012679752,0.000093650524,0.00009353361,0.00023396802,7.601588e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009443218,0.0004915311,0.6252744,0.00018517794,0.00007202335,0.0038700434,0.25716928,0.0000030014899,0.0022260104,0.00008162689,0.0002672074,0.110265225],"study_design_scores_gemma":[0.0021369096,0.00015793763,0.9678021,0.000045106943,0.000023785702,0.000013408572,0.029062165,0.000031422776,0.00010668012,0.00033828232,0.00020935212,0.00007286961],"about_ca_topic_score_codex":0.00088765664,"about_ca_topic_score_gemma":0.0013462842,"teacher_disagreement_score":0.34252763,"about_ca_system_score_codex":0.000019794157,"about_ca_system_score_gemma":0.000024482686,"threshold_uncertainty_score":0.2892583},"labels":[],"label_agreement":null},{"id":"W1968953890","doi":"10.1016/j.bpa.2011.06.001","title":"ICU and critical care outreach for the elderly","year":2011,"lang":"en","type":"review","venue":"Best practice & research. Clinical anaesthesiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Institutes of Health; Alberta Heritage Foundation for Medical Research; Alberta Innovates; Alberta Innovates - Health Solutions","keywords":"Medicine; Outreach; Intensive care medicine","score_opus":0.44687988500718406,"score_gpt":0.5856776752366896,"score_spread":0.1387977902295055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968953890","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000041998108,0.97991776,0.000036095065,0.012639103,0.0005255613,0.0040088175,0.00007208071,0.00006601578,0.002692584],"genre_scores_gemma":[0.000118868,0.99182624,0.0028465916,0.00080014305,0.0015333884,0.0011566363,0.00011600815,0.00015718152,0.0014449443],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98910284,0.0054808594,0.0018773928,0.0015734236,0.000620355,0.001345135],"domain_scores_gemma":[0.89814264,0.09682047,0.0004431299,0.0018823995,0.0019189343,0.0007924335],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.008629857,0.0006249786,0.003034261,0.00030166013,0.00055901747,0.00010759434,0.0009799503,0.0019260142,0.00013541916],"category_scores_gemma":[0.11988691,0.00036436706,0.0009694433,0.00041071384,0.0037803857,0.00021546049,0.0006112826,0.005463514,0.00073174876],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004902425,0.0008713346,0.00006940346,0.008715619,0.0003242192,0.00033201554,0.0001778339,5.3162177e-9,2.993534e-8,0.0030279648,0.0064913398,0.9795],"study_design_scores_gemma":[0.00092412496,0.027738446,0.000059529062,0.0038809031,0.003682544,0.0009202781,0.0013687061,0.000003498261,8.4499845e-8,0.00044485924,0.96064204,0.00033499784],"about_ca_topic_score_codex":0.0005311233,"about_ca_topic_score_gemma":0.00014326039,"teacher_disagreement_score":0.979165,"about_ca_system_score_codex":0.00013781297,"about_ca_system_score_gemma":0.0018594132,"threshold_uncertainty_score":0.99988085},"labels":[],"label_agreement":null},{"id":"W1968963305","doi":"10.1016/j.jacc.2010.06.039","title":"Gait Speed as an Incremental Predictor of Mortality and Major Morbidity in Elderly Patients Undergoing Cardiac Surgery","year":2010,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":754,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Heart Institute; Hôtel-Dieu de Montréal; Université de Montréal; McGill University; Jewish General Hospital","funders":"Innovative Research Group Project of the National Natural Science Foundation of China","keywords":"Medicine; Gait; Odds ratio; Confidence interval; Prospective cohort study; Cohort; Cardiac surgery; Cohort study; Surgery; Internal medicine; Cardiology; Physical therapy","score_opus":0.02023654594102401,"score_gpt":0.28592636757450335,"score_spread":0.2656898216334793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1968963305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99779016,0.000052761116,0.0000039999945,0.00041584575,0.0008694277,0.00027540178,0.00021549204,0.0000041612816,0.0003727489],"genre_scores_gemma":[0.99922293,0.00009503567,0.00025186272,0.00008601992,0.00029782564,0.0000014542658,0.00000471254,0.000016221242,0.000023951241],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792916,0.00044788574,0.00079560396,0.0001616888,0.00044946745,0.00021622302],"domain_scores_gemma":[0.9975478,0.0005648415,0.0010485473,0.00038700277,0.00030197788,0.0001498437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009997059,0.00014908715,0.0013446012,0.00020847557,0.000030456256,0.0000028338898,0.00019755811,0.000081994214,0.000011078006],"category_scores_gemma":[0.001244946,0.0001090172,0.00035017068,0.00027864103,0.00072282105,0.00011126902,0.000099672725,0.0004528074,3.2235835e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060093415,0.00010070536,0.98451567,0.00005542286,0.00040665324,0.000060390517,0.00005744974,0.000011093166,0.012263727,0.0000140162665,0.0015024596,0.00041149952],"study_design_scores_gemma":[0.0013784615,0.0014211064,0.99252445,0.00010119575,0.0002455302,0.0003043933,0.00045484692,0.000012790849,0.0031621454,0.00014466194,0.00016507672,0.00008535646],"about_ca_topic_score_codex":0.00046714235,"about_ca_topic_score_gemma":0.00019452661,"teacher_disagreement_score":0.009101583,"about_ca_system_score_codex":0.00007995951,"about_ca_system_score_gemma":0.00043781716,"threshold_uncertainty_score":0.44455925},"labels":[],"label_agreement":null},{"id":"W1969106530","doi":"10.1111/j.1464-5491.2010.02977.x","title":"Comparison of the prognostic importance of diagnosed diabetes, co‐morbidity and frailty in older people","year":2010,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":137,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Diabetes mellitus; Hazard ratio; Cohort; Life expectancy; Cohort study; Confidence interval; Proportional hazards model; Gerontology; Internal medicine; Population; Endocrinology","score_opus":0.02663410351839759,"score_gpt":0.32194022114728654,"score_spread":0.295306117628889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969106530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99331295,0.000922764,0.000006964678,0.0035320004,0.0004126,0.001053409,0.000018384515,0.000021456457,0.0007194719],"genre_scores_gemma":[0.99915975,0.00003519144,0.00016661803,0.00032329353,0.000117300006,0.000052412142,0.000033117238,0.000024170422,0.00008815364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979415,0.00007559744,0.00078578363,0.00030831763,0.00055365916,0.00033515398],"domain_scores_gemma":[0.9976118,0.0010107353,0.00034691964,0.0007084775,0.00015059485,0.00017145273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056458387,0.00021216075,0.0009614619,0.00012674379,0.00003286019,0.0000027286296,0.00021184904,0.00015293455,0.00041790187],"category_scores_gemma":[0.004014438,0.0001368303,0.00005944262,0.00046773328,0.0007755903,0.000041045194,0.000071031216,0.0005835981,0.0000029467328],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014182031,0.00038227843,0.96548444,0.00060473895,0.000026294565,0.0000046330188,0.002195251,8.252523e-7,0.027248317,0.00005916367,0.0024915012,0.001488398],"study_design_scores_gemma":[0.003595984,0.00035160023,0.9767497,0.0010064911,0.00013697425,0.000004631741,0.0002979791,0.0005005173,0.016859569,0.00012753636,0.0002566865,0.00011232763],"about_ca_topic_score_codex":0.00023808572,"about_ca_topic_score_gemma":0.0013898108,"teacher_disagreement_score":0.011265287,"about_ca_system_score_codex":0.00002045486,"about_ca_system_score_gemma":0.00009771977,"threshold_uncertainty_score":0.5579778},"labels":[],"label_agreement":null},{"id":"W1970031607","doi":"10.1371/journal.pone.0002232","title":"Social Vulnerability, Frailty and Mortality in Elderly People","year":2008,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":413,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Killam Trusts; Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Social vulnerability; Vulnerability (computing); Medicine; Odds ratio; Confidence interval; Gerontology; Demography; Sociology; Psychiatry; Psychological intervention; Internal medicine","score_opus":0.10752400375914138,"score_gpt":0.31513314899760475,"score_spread":0.20760914523846336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970031607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930636,0.00011617422,0.0000048440934,0.0038005416,0.000018990602,0.00038324407,0.0000104969995,0.00007520973,0.002526861],"genre_scores_gemma":[0.99788463,0.00006484294,0.00059049577,0.00025081457,0.0001814979,0.000032335487,0.000019071826,0.0000169119,0.00095938385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987834,0.00005385192,0.00024231375,0.00027924724,0.00040125984,0.00023993885],"domain_scores_gemma":[0.9994619,0.00007464606,0.00003839014,0.000244259,0.00007326325,0.00010753912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016134842,0.00012033385,0.00039361377,0.000060222945,0.00009243315,0.0000071376494,0.00006005155,0.00011406454,0.00018039504],"category_scores_gemma":[0.00030558874,0.00012070595,0.00003879328,0.00018743504,0.00014049871,0.00008450195,0.00005299427,0.00030949258,0.000035853478],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048467267,0.0019590722,0.98907596,0.00023615094,0.00009001298,0.00005459041,0.0028277661,1.6959257e-7,0.004234914,0.00004389481,0.0005930302,0.00083596125],"study_design_scores_gemma":[0.0016443508,0.00017810358,0.99408966,0.00007860937,0.00007515485,0.000020077225,0.00006444023,0.000107570035,0.00305652,0.00049563474,0.00006800942,0.00012186757],"about_ca_topic_score_codex":0.0005525254,"about_ca_topic_score_gemma":0.0019450238,"teacher_disagreement_score":0.0050136927,"about_ca_system_score_codex":0.000066330234,"about_ca_system_score_gemma":0.00006913522,"threshold_uncertainty_score":0.49222454},"labels":[],"label_agreement":null},{"id":"W1970076997","doi":"10.3109/13651501.2011.572170","title":"Multifaceted impact evaluation of a day hospital compared to hospitalization on symptoms, social participation, service satisfaction and costs associated to service use","year":2011,"lang":"en","type":"article","venue":"International Journal of Psychiatry in Clinical Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Hôpital Louis-H Lafontaine","funders":"Canadian Institutes of Health Research; Canadian Occupational Therapy Foundation; Réseau québécois de recherche sur le vieillissement","keywords":"Service (business); Psychiatry; Psychology; Day hospital; Patient satisfaction; Medicine; Nursing; Business; Marketing","score_opus":0.11584752064447851,"score_gpt":0.47588253146363463,"score_spread":0.3600350108191561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970076997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.968383,0.000021309284,0.00041640378,0.027386663,0.002802551,0.0007396679,0.00004869931,0.000016330563,0.00018536052],"genre_scores_gemma":[0.9900431,0.000016151329,0.004288789,0.0051569324,0.00040967626,0.000014764497,0.000038702812,0.000026578202,0.0000053003846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952038,0.00085678586,0.0018040035,0.00029333902,0.0016475267,0.00019457564],"domain_scores_gemma":[0.9889676,0.0013209119,0.001656601,0.00018858211,0.0075882995,0.00027800264],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0038619374,0.00019870505,0.00046220067,0.0003911952,0.00004372447,0.000055564036,0.00019941837,0.00021075181,0.000108934524],"category_scores_gemma":[0.020302065,0.00018746252,0.00013469103,0.00061574474,0.000030741587,0.0009353603,0.0000598041,0.0005081086,0.000024256935],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045761364,0.003319225,0.96876293,0.000017883254,0.0009401003,0.0000129500195,0.0055636275,0.0015925388,0.00015211727,0.00010098164,0.002193764,0.012767762],"study_design_scores_gemma":[0.0062575275,0.001956544,0.9849453,0.000633739,0.0004999066,0.000029042109,0.00079986785,0.0044196323,0.000033063454,0.00015295712,0.00010546,0.00016698698],"about_ca_topic_score_codex":0.0015513046,"about_ca_topic_score_gemma":0.0021458478,"teacher_disagreement_score":0.022229731,"about_ca_system_score_codex":0.0006198629,"about_ca_system_score_gemma":0.0004951986,"threshold_uncertainty_score":0.9879503},"labels":[],"label_agreement":null},{"id":"W1970195980","doi":"10.1016/j.jacc.2013.09.070","title":"Frailty Assessment in the Cardiovascular Care of Older Adults","year":2013,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1152,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging","keywords":"Medicine; Psychological intervention; Sarcopenia; Multidisciplinary approach; Gerontology; Disease; Vulnerability (computing); Intensive care medicine; Frailty syndrome; Physical therapy; Psychiatry; Internal medicine","score_opus":0.028099696800210846,"score_gpt":0.3337630817581007,"score_spread":0.30566338495788986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970195980","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032977606,0.9916961,0.00007501281,0.00051588163,0.00073428056,0.0019288869,0.00020894995,0.0000040707473,0.0015390653],"genre_scores_gemma":[0.04681309,0.9514017,0.0007753682,0.000116604526,0.0006844291,0.00006356797,0.000008681588,0.000056838257,0.000079715755],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939836,0.002287058,0.0019450906,0.0003008906,0.0011149908,0.0003683638],"domain_scores_gemma":[0.9934794,0.0008227392,0.0031150628,0.0016265747,0.0008551246,0.00010113609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013204074,0.00046373636,0.007395698,0.00041674502,0.000040452855,0.000004578261,0.0013571657,0.00025889414,0.000015507734],"category_scores_gemma":[0.00048213013,0.00022600903,0.0051753074,0.0009973557,0.0008425722,0.00004929771,0.0002179914,0.0016039752,0.0000030168844],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018956795,0.00016018859,0.0019710846,0.0190658,0.01129283,0.0009918365,0.0006900125,0.00026206713,0.000004704277,0.000057639896,0.02147342,0.94384086],"study_design_scores_gemma":[0.0018680755,0.0012282245,0.009338627,0.017149098,0.006399406,0.007822889,0.0038793334,0.0000022623651,0.0000044134713,0.000013539301,0.9520482,0.00024593825],"about_ca_topic_score_codex":0.00010382044,"about_ca_topic_score_gemma":0.000008196582,"teacher_disagreement_score":0.94359493,"about_ca_system_score_codex":0.00037795785,"about_ca_system_score_gemma":0.0015744311,"threshold_uncertainty_score":0.9216381},"labels":[],"label_agreement":null},{"id":"W1971836695","doi":"10.1007/bf03324805","title":"An index of self-rated health deficits in relation to frailty and adverse outcomes in older adults","year":2010,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University","keywords":"Medicine; Self-rated health; Frailty Index; Gerontology; Demography; Affect (linguistics); Index (typography); Psychology","score_opus":0.08564135895450553,"score_gpt":0.4928730125684728,"score_spread":0.4072316536139673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971836695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99636775,0.00015109511,0.0000026161051,0.002488976,0.000083086685,0.00072303717,0.0000033114975,0.000022959563,0.00015718721],"genre_scores_gemma":[0.9985803,0.000050388393,0.0008600265,0.0003512489,0.000034102406,0.00002701311,0.000010881662,0.000014744754,0.00007128844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795794,0.00024385337,0.00061227026,0.00042275357,0.00040874252,0.0003544156],"domain_scores_gemma":[0.99873626,0.00049019477,0.000049116494,0.00025398156,0.00008377868,0.00038667605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018914503,0.0001094481,0.00037352514,0.00029755247,0.000053263182,0.000011879911,0.00008458366,0.00015172859,0.000033099597],"category_scores_gemma":[0.0006883217,0.000093509625,0.000027682008,0.0003473612,0.0001955777,0.00013208971,0.00012496306,0.0008949222,0.000008035058],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004213065,0.0010465216,0.9825379,0.000060601185,0.000008415921,0.000016728283,0.0052747126,0.0000014404666,0.0028434456,0.000049808903,0.000052199826,0.0076868804],"study_design_scores_gemma":[0.004870806,0.0010039638,0.988038,0.00032244262,0.0000014852912,0.0000057251373,0.0024449928,0.0013606593,0.001786466,0.000032329925,0.00005033848,0.00008279993],"about_ca_topic_score_codex":0.0026480425,"about_ca_topic_score_gemma":0.0012865447,"teacher_disagreement_score":0.0076040807,"about_ca_system_score_codex":0.000050069848,"about_ca_system_score_gemma":0.00012080531,"threshold_uncertainty_score":0.40030658},"labels":[],"label_agreement":null},{"id":"W1972563690","doi":"10.1017/s0959259802121101","title":"Targeting frail older adults for outpatient comprehensive geriatric assessment and management services: An overview of concepts and criteria","year":2002,"lang":"en","type":"article","venue":"Reviews in Clinical Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychosocial; Medicine; Older people; Gerontology; Geriatrics; Psychiatry","score_opus":0.2274153996425637,"score_gpt":0.495142780053299,"score_spread":0.2677273804107353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972563690","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6622132,0.32835978,0.00037440736,0.0013886536,0.00074118515,0.0063253236,0.0000319983,0.000036063113,0.0005293804],"genre_scores_gemma":[0.3872639,0.5373821,0.06927743,0.004808838,0.0002737573,0.0005746611,0.00010130913,0.000052452502,0.00026550287],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99631405,0.00058581535,0.0019474309,0.0006740225,0.00013816205,0.00034052855],"domain_scores_gemma":[0.9979132,0.00075302285,0.0005410105,0.00045309612,0.00014587228,0.00019381384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000973893,0.00026125836,0.0015924271,0.00008464009,0.00003709499,0.0000103992425,0.00013682769,0.00023987358,0.0002191564],"category_scores_gemma":[0.00019134098,0.00021676201,0.00014405159,0.00011971395,0.0001910648,0.00009474369,0.00014812416,0.00025524024,0.000006574551],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003405203,0.001881784,0.101803176,0.036167115,0.00018476858,0.000050035123,0.002594253,0.0000014685612,0.000019483236,0.0007399047,0.004732711,0.8514848],"study_design_scores_gemma":[0.01967675,0.0049539306,0.7723645,0.0098647615,0.0006613361,0.00009757126,0.0012538688,0.010670912,0.0000032569944,0.00026461604,0.17954877,0.000639695],"about_ca_topic_score_codex":0.00003522122,"about_ca_topic_score_gemma":0.000083773564,"teacher_disagreement_score":0.8508451,"about_ca_system_score_codex":0.0000481087,"about_ca_system_score_gemma":0.000011928756,"threshold_uncertainty_score":0.88392985},"labels":[],"label_agreement":null},{"id":"W1973079303","doi":"10.1016/j.cjca.2013.08.016","title":"Frailty and Outcome in Elderly Patients With Acute Coronary Syndrome","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Hazard ratio; Acute coronary syndrome; Comorbidity; Internal medicine; Confidence interval; Frailty syndrome; Frailty Index; Physical therapy; Myocardial infarction","score_opus":0.014796880974886288,"score_gpt":0.2386577217532717,"score_spread":0.22386084077838542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973079303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961912,0.00019430467,0.00006004092,0.0019822624,0.00025344,0.00024367032,0.000016619973,0.0000031862048,0.0010552478],"genre_scores_gemma":[0.99887747,0.000012505515,0.0003340793,0.00046203082,0.00006782978,0.000004560066,0.000007972116,0.000016080196,0.00021745096],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904215,0.00005689282,0.00033968585,0.00012205024,0.000115562325,0.00032366544],"domain_scores_gemma":[0.9988254,0.00005048685,0.00010465835,0.00015493784,0.00021545627,0.000649096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010743786,0.00012218859,0.0005449328,0.0003059703,0.000029474202,0.000012113193,0.00009670681,0.00012386931,0.000073227005],"category_scores_gemma":[0.00009148369,0.000092098264,0.000058765934,0.000097963566,0.0001754062,0.00013842827,0.000009054223,0.0003673596,0.000020384145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038408245,0.0000024216517,0.9899382,0.000011053046,0.00018231513,0.0022349039,0.00008523658,0.000019181307,0.000009141162,0.000008253379,0.0028154394,0.0046554287],"study_design_scores_gemma":[0.0026079305,0.0015532245,0.9828586,0.00006801407,0.00008301835,0.008437307,0.000055881537,0.0000024322242,0.0000014649665,0.000093168775,0.004146397,0.00009254777],"about_ca_topic_score_codex":0.0017014482,"about_ca_topic_score_gemma":0.0021446631,"teacher_disagreement_score":0.0070796036,"about_ca_system_score_codex":0.00015260125,"about_ca_system_score_gemma":0.00047617083,"threshold_uncertainty_score":0.37556583},"labels":[],"label_agreement":null},{"id":"W1973178720","doi":"10.1177/0898264314558202","title":"Frailty in an Older Inpatient Population","year":2014,"lang":"en","type":"article","venue":"Journal of Aging and Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":214,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Population; Medicine; Psychology; Environmental health","score_opus":0.048511624025468124,"score_gpt":0.37299375591453166,"score_spread":0.32448213188906355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973178720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98566777,0.0002947096,0.00031878715,0.0134236105,0.00013880324,0.000064457105,2.8729224e-7,0.00000583101,0.00008573015],"genre_scores_gemma":[0.9956803,0.000087746455,0.0019171388,0.0020516,0.00021845801,2.678412e-7,0.0000031144373,0.0000062237855,0.000035186233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927354,0.00005321867,0.00032991302,0.00006408498,0.00016113113,0.00011811909],"domain_scores_gemma":[0.999478,0.000020228143,0.00019025213,0.00007294463,0.00006899956,0.00016960282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064111047,0.000048829137,0.00020209218,0.00014437456,0.000033424607,0.000009708252,0.000023412076,0.000027004322,0.0000080004465],"category_scores_gemma":[0.00004667894,0.000038290716,0.000017001425,0.000074692456,0.000008878326,0.00010243709,0.0000061156375,0.00020861113,7.091502e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020540547,0.00009473816,0.87948114,0.0001282795,0.0000039907263,0.0000051762668,0.0022755244,0.000035981426,0.000022105358,0.00006570637,0.0007010553,0.117165774],"study_design_scores_gemma":[0.0013138294,0.0008181444,0.995211,0.00060672045,0.0000054616967,0.00010034656,0.00012688512,0.0008113803,0.0000135748805,0.0001978058,0.00076141284,0.000033417098],"about_ca_topic_score_codex":0.00033912068,"about_ca_topic_score_gemma":0.00020183012,"teacher_disagreement_score":0.11713236,"about_ca_system_score_codex":0.000088858185,"about_ca_system_score_gemma":0.00006618595,"threshold_uncertainty_score":0.15614502},"labels":[],"label_agreement":null},{"id":"W1973837320","doi":"10.5770/cgj.17.181","title":"The Future of Medical Care for Older Adults in Canada","year":2014,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Gerontology; Family medicine","score_opus":0.005005372897980742,"score_gpt":0.22601537303916922,"score_spread":0.22101000014118846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973837320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8327318,0.024074852,0.0003113834,0.1297711,0.009492344,0.0013668207,0.00018504121,0.000012150317,0.00205452],"genre_scores_gemma":[0.9958303,0.00052969373,0.0002471401,0.0012922894,0.0019369897,0.000010203878,0.000015036136,0.00002373363,0.00011459377],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982588,0.000050864073,0.00041979094,0.0001327606,0.0006466417,0.0004911326],"domain_scores_gemma":[0.9979407,0.00021671692,0.0001280123,0.00022817914,0.00038266976,0.0011037111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005353133,0.0001167244,0.00025166938,0.00017675287,0.0001734739,0.000025125568,0.0003340862,0.00014537784,0.00010115185],"category_scores_gemma":[0.0007229548,0.00008432017,0.00007953209,0.00025470878,0.000034560253,0.000031140662,0.000013613061,0.00050829904,0.0000013456096],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016031384,0.000019773846,0.05445857,0.0004015244,0.000060263446,0.00035366733,0.0027986206,0.000026229505,0.000002288928,0.0006952541,0.2344764,0.7065471],"study_design_scores_gemma":[0.0060522184,0.00014227313,0.13650694,0.00043728098,0.000056762994,0.00083103124,0.0095403595,0.0010820581,0.000038879793,0.00012315957,0.84496176,0.00022728341],"about_ca_topic_score_codex":0.93225604,"about_ca_topic_score_gemma":0.9997297,"teacher_disagreement_score":0.7063198,"about_ca_system_score_codex":0.001411065,"about_ca_system_score_gemma":0.016296497,"threshold_uncertainty_score":0.98928016},"labels":[],"label_agreement":null},{"id":"W1973934764","doi":"10.1016/j.jagp.2012.12.193","title":"The Relationship between Dementia and Falling in Long-stay Hospital Patients","year":2013,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick; Horizon Health Network","funders":"","keywords":"Falling (accident); Dementia; Medicine; Fear of falling; Psychology; Gerontology; Psychiatry; Emergency medicine; Poison control; Injury prevention; Internal medicine","score_opus":0.00777263938834233,"score_gpt":0.252703860060445,"score_spread":0.24493122067210266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973934764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99008673,0.0017511849,0.00021203946,0.0068026353,0.00073943584,0.00027814438,0.0000020658954,0.000008490701,0.00011924181],"genre_scores_gemma":[0.9947203,0.0001412799,0.004436207,0.00014294958,0.00048347568,0.0000050312105,0.000003252291,0.000020732954,0.000046764842],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984581,0.000093796094,0.0006941731,0.00014154123,0.00034151477,0.0002708655],"domain_scores_gemma":[0.9983323,0.00045241285,0.0006603391,0.0001877932,0.00017248454,0.0001946489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003248068,0.00013902578,0.00031632493,0.00021050722,0.00011186541,0.00005019848,0.00015911931,0.000043319742,0.000016860444],"category_scores_gemma":[0.00035525492,0.000096664604,0.000095113544,0.0005006672,0.00016563055,0.00020399873,0.000031962307,0.00043761625,0.000015965998],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036046364,0.00009352163,0.9693349,0.000014550905,0.00008717424,0.0000023402138,0.00020949163,0.000001560414,9.625729e-7,0.00001878677,0.001808651,0.028392004],"study_design_scores_gemma":[0.0016437661,0.0011846682,0.9951897,0.00010118005,0.00013128968,0.00002285587,0.0006394025,0.0000059066006,9.71017e-7,0.00083868904,0.00013667345,0.000104881685],"about_ca_topic_score_codex":0.00010455837,"about_ca_topic_score_gemma":0.000018691244,"teacher_disagreement_score":0.028287122,"about_ca_system_score_codex":0.00005657693,"about_ca_system_score_gemma":0.00013737813,"threshold_uncertainty_score":0.39418682},"labels":[],"label_agreement":null},{"id":"W1974029997","doi":"10.1093/ageing/afu161","title":"The validation of a care partner-derived frailty index based upon comprehensive geriatric assessment (CP-FI-CGA) in emergency medical services and geriatric ambulatory care","year":2014,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Ambulatory; Geriatrics; Geriatric care; Construct validity; Gerontology; Barthel index; Older people; Ambulatory care; Internal medicine; Emergency medicine; Physical therapy; Activities of daily living; Health care; Psychiatry; Patient satisfaction; Surgery; Nursing","score_opus":0.01592285038944702,"score_gpt":0.2967214987157581,"score_spread":0.2807986483263111,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1974029997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949795,0.003274603,0.00021316932,0.00044402212,0.00020659763,0.0004244249,0.00000544899,0.00003113489,0.00042112282],"genre_scores_gemma":[0.99873215,0.00060552225,0.0001878938,0.0001750947,0.0001561382,0.00002785214,0.00007501777,0.00002015661,0.000020169702],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834484,0.00019706078,0.00043400336,0.00031309525,0.00046526073,0.00024573423],"domain_scores_gemma":[0.99900055,0.0002264562,0.00018083632,0.0002789475,0.00016865069,0.00014454231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020676125,0.00018711656,0.00035541845,0.0001388389,0.00016034576,0.000029444886,0.000109417364,0.00015485265,0.000040458264],"category_scores_gemma":[0.00008275226,0.00014254125,0.000056915742,0.00025810814,0.000063294254,0.00009371366,0.00009991271,0.0002591513,0.0000011249695],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044394255,0.00026235194,0.67404354,0.010722705,0.000246813,0.0025547624,0.027877016,0.0005262018,0.030178161,0.00017758865,0.00026327063,0.25270367],"study_design_scores_gemma":[0.002582813,0.00024866947,0.9856044,0.00040465666,0.00010057054,0.00000897736,0.0043428466,0.003875841,0.00089658384,0.000056910005,0.001696095,0.00018162589],"about_ca_topic_score_codex":0.00054953335,"about_ca_topic_score_gemma":0.00098894,"teacher_disagreement_score":0.31156087,"about_ca_system_score_codex":0.00004959047,"about_ca_system_score_gemma":0.00009107799,"threshold_uncertainty_score":0.58126634},"labels":[],"label_agreement":null},{"id":"W1976266233","doi":"10.1046/j.1532-5415.2001.49254.x","title":"Rapid Emergency Department Intervention for Older People Reduces Risk of Functional Decline: Results of a Multicenter Randomized Trial","year":2001,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":249,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Bausch Health (Canada); St Mary's Hospital Centre","funders":"","keywords":"Medicine; Emergency department; Referral; Randomized controlled trial; Intervention (counseling); Geriatric Depression Scale; Geriatrics; Family medicine; Physical therapy; Emergency medicine; Anxiety; Nursing; Depressive symptoms; Psychiatry; Internal medicine","score_opus":0.01752291332092723,"score_gpt":0.3034866673707163,"score_spread":0.285963754049789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976266233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844374,0.00080995786,0.008842156,0.002325592,0.0019903164,0.001459813,0.00009307617,0.000007434591,0.00003425013],"genre_scores_gemma":[0.98453027,0.005403994,0.008651258,0.00008848902,0.0009137914,0.000033775268,0.000016606638,0.000023168855,0.00033865665],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9966084,0.00036471785,0.001956331,0.00017239586,0.00068929465,0.00020889465],"domain_scores_gemma":[0.9924548,0.0008012297,0.005386652,0.00028868034,0.00096847926,0.0001001605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027960867,0.00017477106,0.0010963092,0.00009194478,0.00007419464,0.000007650596,0.00023110627,0.00006381894,0.000086746244],"category_scores_gemma":[0.0026445633,0.0001100128,0.0030605707,0.00056818133,0.00021207,0.000089213885,0.00006932439,0.00026789895,6.4632326e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.92894155,0.0018419763,0.004167213,0.00013394958,0.0020457283,0.0000010876457,0.0023389761,0.0002017801,0.0017141118,0.000002722544,0.044058528,0.014552405],"study_design_scores_gemma":[0.9503968,0.0029815128,0.03635048,0.00015783169,0.0028014826,0.00005235892,0.0018624434,0.0017533286,0.0017669735,0.00019338082,0.0015284898,0.00015496467],"about_ca_topic_score_codex":0.00012272634,"about_ca_topic_score_gemma":0.000012053999,"teacher_disagreement_score":0.042530037,"about_ca_system_score_codex":0.00012511345,"about_ca_system_score_gemma":0.00016527987,"threshold_uncertainty_score":0.44861916},"labels":[],"label_agreement":null},{"id":"W1976668622","doi":"10.3109/13685538.2010.524954","title":"The development of anti-cancer programs in Canada for the geriatric population: an integrated nursing and medical approach","year":2010,"lang":"en","type":"review","venue":"The Aging Male","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre de Santé et de Services Sociaux Cavendish","funders":"Government of Canada","keywords":"Medicine; Multidisciplinary approach; Scope (computer science); Population; Palliative care; Health care; Nursing; Population ageing; Geriatric oncology; Cancer; Gerontology; Family medicine; Environmental health; Economic growth","score_opus":0.07122868517643814,"score_gpt":0.34702655748556027,"score_spread":0.2757978723091221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976668622","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058508497,0.98953044,0.00025480727,0.0012942229,0.00040130783,0.0025820015,0.0000082362985,0.000015466641,0.000062634885],"genre_scores_gemma":[0.017625406,0.97679734,0.0040112683,0.000066866145,0.00038264293,0.00041676752,0.0002645457,0.00007103923,0.0003640996],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985223,0.000094104056,0.0005171697,0.00021625008,0.00039183558,0.0002583597],"domain_scores_gemma":[0.99892956,0.0003192112,0.00023402073,0.00038267975,0.00006171988,0.00007283167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000944637,0.0002031022,0.000598931,0.000043877328,0.00019954475,0.000028036995,0.00036817044,0.00011547834,0.000009965256],"category_scores_gemma":[0.00013612272,0.000083772175,0.00005799985,0.00030217043,0.00014382404,0.000024384279,0.000044120545,0.0005838628,2.0910514e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005949412,0.000031296862,0.00042908613,0.0018754766,0.00005261597,0.0000010047072,0.00068924646,0.0000019043497,1.9203014e-7,0.000023795716,0.00005744951,0.99683195],"study_design_scores_gemma":[0.0011609759,0.0000483091,0.005774916,0.029032707,0.0009608674,0.00031011394,0.0021597452,0.0015809358,0.000005137332,0.000041473417,0.95853215,0.00039268826],"about_ca_topic_score_codex":0.12923202,"about_ca_topic_score_gemma":0.38462293,"teacher_disagreement_score":0.9964393,"about_ca_system_score_codex":0.00041623623,"about_ca_system_score_gemma":0.0037068732,"threshold_uncertainty_score":0.87656647},"labels":[],"label_agreement":null},{"id":"W1977584953","doi":"10.1080/j148v26n03_01","title":"Tools to Identify Community-Dwelling Older Adults in Different Stages of Frailty","year":2007,"lang":"en","type":"article","venue":"Physical & Occupational Therapy In Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"CINAHL; PsycINFO; Gerontology; Tinetti test; Scopus; MEDLINE; Medicine; Older people; Psychological intervention; Nursing; Physical medicine and rehabilitation; Balance (ability)","score_opus":0.07403692834659667,"score_gpt":0.3942636620816162,"score_spread":0.32022673373501953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977584953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99681807,0.00009659922,0.0014300715,0.00037232196,0.00017100088,0.0008565365,0.000054974127,0.000034086042,0.0001663531],"genre_scores_gemma":[0.9980506,0.000064833665,0.00088358833,0.0004019289,0.00035272163,0.00003879789,0.00013376483,0.000031405812,0.000042404037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99782586,0.00016865005,0.0006654407,0.00027234168,0.0006891736,0.00037856036],"domain_scores_gemma":[0.9974822,0.0015615781,0.00015321265,0.0004296498,0.00022261903,0.00015074463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006207084,0.0002494141,0.0005265638,0.00041917214,0.000055003,0.000022412178,0.00025727402,0.0001121882,0.000059694365],"category_scores_gemma":[0.00037970982,0.00021774841,0.00014246293,0.00092418806,0.0000604222,0.00014932302,0.000075315635,0.0006394806,0.00001900397],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005195438,0.008211502,0.83602655,0.0003133689,0.000085518775,0.00003231292,0.01585898,0.0008285475,0.02905317,0.00071299303,0.0003231016,0.103358515],"study_design_scores_gemma":[0.003541338,0.00045042427,0.9812607,0.0002543102,0.000009512107,0.0000016047416,0.00034983395,0.00022875654,0.012791021,0.0007826944,0.00013048721,0.00019930943],"about_ca_topic_score_codex":0.0004240447,"about_ca_topic_score_gemma":0.0001634982,"teacher_disagreement_score":0.14523415,"about_ca_system_score_codex":0.0001984909,"about_ca_system_score_gemma":0.00007031124,"threshold_uncertainty_score":0.88795227},"labels":[],"label_agreement":null},{"id":"W1978656758","doi":"10.1016/j.hcmf.2011.12.002","title":"Enhanced Activation and Restorative Care","year":2012,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"3M (Canada)","funders":"","keywords":"Deconditioning; Medicine; Gerontology; Nursing; Physical therapy","score_opus":0.024018176946333934,"score_gpt":0.3214980498748269,"score_spread":0.2974798729284929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1978656758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7427111,0.0052073887,0.008387186,0.13056888,0.0014538104,0.005382645,0.000024035891,0.0005516609,0.105713256],"genre_scores_gemma":[0.9931762,0.00016293144,0.0015145806,0.0028922993,0.00012697012,0.000085778076,0.00006647659,0.00001956923,0.0019551662],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989974,0.00003532523,0.00015900875,0.0001899386,0.00022325768,0.00039508016],"domain_scores_gemma":[0.99940366,0.000019778767,0.00005888437,0.00024941543,0.00008137594,0.00018691452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000082968494,0.00011916958,0.00014934712,0.000107762324,0.00011382517,0.000010791576,0.000036891455,0.000060210317,0.000029056571],"category_scores_gemma":[0.0000224728,0.000110977664,0.000025935045,0.00014499058,0.000031107556,0.00018720521,0.000076049495,0.0001254142,0.000042542022],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004983583,0.00024249635,0.11561509,0.005803515,0.00022055749,0.000021350954,0.023810638,0.0000021604014,0.00086835225,0.05606463,0.028154118,0.76869875],"study_design_scores_gemma":[0.0038322178,0.000989876,0.69582045,0.0011745094,0.0001299019,0.000020447067,0.06984064,0.00003586231,0.01462575,0.00048940995,0.2125438,0.00049713],"about_ca_topic_score_codex":0.000100652716,"about_ca_topic_score_gemma":0.00006470207,"teacher_disagreement_score":0.7682016,"about_ca_system_score_codex":0.00019809096,"about_ca_system_score_gemma":0.000015865291,"threshold_uncertainty_score":0.45255378},"labels":[],"label_agreement":null},{"id":"W1979510589","doi":"10.1186/1471-2318-9-34","title":"Quality of care assessment in geriatric evaluation and management units: construction of a chart review tool for a tracer condition","year":2009,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Université de Montréal; Centre Hospitalier de l’Université de Montréal; Ministère de la Santé et des Services Sociaux (Québec); Institut Universitaire de Gériatrie de Montréal","funders":"Canadian Institutes of Health Research; Université de Montréal; McGill University","keywords":"Medicine; Reliability (semiconductor); Chart; Quality management; Multidisciplinary approach; Acute care; Quality assurance; Medical record; Geriatrics; Quality (philosophy); Health care; Medical emergency; Nursing; Operations management; Management system; Statistics; Psychiatry; External quality assessment; Pathology","score_opus":0.10791697879239742,"score_gpt":0.4429864926302435,"score_spread":0.33506951383784606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979510589","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019222031,0.98627734,0.0006895066,0.000048931994,0.00022419712,0.011848647,0.00034262746,0.000017548744,0.0003589796],"genre_scores_gemma":[0.000080973674,0.9813795,0.015674142,0.000025417088,0.00009852097,0.0008561159,0.0018192917,0.00002894916,0.000037092665],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962927,0.0005116458,0.0018988625,0.00044170473,0.0006632826,0.00019179928],"domain_scores_gemma":[0.99675924,0.000270232,0.0015611899,0.00047045905,0.0008850802,0.0000538118],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020633119,0.0003293043,0.0022930182,0.0005616611,0.000024663255,0.000009140925,0.000093381794,0.00027551787,0.00004172982],"category_scores_gemma":[0.00062579836,0.0003018407,0.0003082021,0.0012337349,0.000048176713,0.00007911301,0.00003472224,0.00020401749,0.0000010457837],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026036852,0.00006605746,0.00008324111,0.3721424,0.000058097743,6.9103794e-7,0.000041462623,6.376481e-7,4.3698924e-7,0.00034261568,0.0002941143,0.62694424],"study_design_scores_gemma":[0.013351856,0.0015740521,0.020131482,0.23594263,0.025472911,0.00013574511,0.0008345639,0.000082076265,0.0000052088917,0.00046144304,0.7007499,0.0012581359],"about_ca_topic_score_codex":0.000013048282,"about_ca_topic_score_gemma":0.000018646473,"teacher_disagreement_score":0.7004558,"about_ca_system_score_codex":0.0005057581,"about_ca_system_score_gemma":0.0009309067,"threshold_uncertainty_score":0.9999434},"labels":[],"label_agreement":null},{"id":"W1979520820","doi":"10.1590/s0104-07072013000200019","title":"Avaliação da fragilidade de idosos atendidos em uma unidade da Estratégia Saúde da Família","year":2013,"lang":"pt","type":"article","venue":"Texto & Contexto - Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Medicine; Humanities; Psychology; Art","score_opus":0.24893997367186863,"score_gpt":0.4216477787367986,"score_spread":0.17270780506492997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979520820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9201292,0.005819705,0.0039216084,0.010854999,0.004751909,0.0079602655,0.0007333773,0.0019417756,0.043887183],"genre_scores_gemma":[0.87906194,0.00026495595,0.0014107153,0.007491201,0.0019444692,0.00056436076,0.0006733223,0.00063431764,0.10795474],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9856842,0.0011696942,0.0033515196,0.0029558393,0.002301171,0.004537573],"domain_scores_gemma":[0.9892303,0.0009814851,0.0011548257,0.004592314,0.0010725931,0.0029685113],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0014077818,0.0027250026,0.0029722967,0.0008848972,0.00079657603,0.0019831685,0.0027074427,0.0018086999,0.033443227],"category_scores_gemma":[0.0014629032,0.0027672984,0.0011062975,0.0014317902,0.0012152682,0.0018320278,0.0010643799,0.0039735846,0.035783045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009052452,0.0025951706,0.029990217,0.0022418718,0.002739113,0.003934768,0.027133534,0.00014565383,0.08608132,0.0045618005,0.5205403,0.319131],"study_design_scores_gemma":[0.0381085,0.0050125998,0.4965211,0.008025756,0.004956967,0.0026483322,0.027507156,0.02846756,0.018895524,0.0026466344,0.3569179,0.01029201],"about_ca_topic_score_codex":0.0077847093,"about_ca_topic_score_gemma":0.0007414809,"teacher_disagreement_score":0.46653086,"about_ca_system_score_codex":0.0015662612,"about_ca_system_score_gemma":0.0014746292,"threshold_uncertainty_score":0.99948716},"labels":[],"label_agreement":null},{"id":"W1981348491","doi":"10.1371/journal.pone.0120144","title":"Comparison between Frailty Index of Deficit Accumulation and Phenotypic Model to Predict Risk of Falls: Data from the Global Longitudinal Study of Osteoporosis in Women (GLOW) Hamilton Cohort","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; St. Joseph's Hospital; McMaster University","funders":"China Scholarship Council; Sanofi","keywords":"Medicine; Osteoporosis; Cohort; Logistic regression; Poison control; Cohort study; Demography; Injury prevention; Internal medicine; Gerontology; Emergency medicine","score_opus":0.2697447685095357,"score_gpt":0.3695654560364449,"score_spread":0.0998206875269092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981348491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958321,0.00017984721,0.0006837229,0.00007394492,0.000016042886,0.0015471885,0.0015721316,0.000019890142,0.0000751227],"genre_scores_gemma":[0.99799466,0.000018319686,0.0016332883,0.000016559066,0.00004790849,0.00002934135,0.00023632625,0.000016453283,0.0000071330983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99743086,0.00014456356,0.0008026533,0.0004156363,0.0009909548,0.00021535397],"domain_scores_gemma":[0.9977985,0.00028644974,0.00038178862,0.001103878,0.0002680319,0.00016136476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007319992,0.00017962392,0.00090125174,0.00007759906,0.00002319377,0.000008456275,0.0004164319,0.000110729416,0.000009865302],"category_scores_gemma":[0.0007743379,0.00014638093,0.000021235826,0.00036597007,0.00009348257,0.00014684943,0.00037328474,0.00021660358,0.0000022501047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008589569,0.003062168,0.98155963,0.00008882298,0.0007650648,6.9032416e-7,0.009747863,0.0030577474,0.00014156614,0.0000011595514,0.00009598892,0.00062032475],"study_design_scores_gemma":[0.0039383103,0.001095624,0.91953975,0.00035894872,0.000840558,1.6162576e-7,0.0030380986,0.07066521,0.0002614639,0.00016242165,0.0000010497754,0.00009841443],"about_ca_topic_score_codex":0.007677066,"about_ca_topic_score_gemma":0.0033345209,"teacher_disagreement_score":0.06760746,"about_ca_system_score_codex":0.00017749864,"about_ca_system_score_gemma":0.00010348812,"threshold_uncertainty_score":0.9989309},"labels":[],"label_agreement":null},{"id":"W1981698239","doi":"10.5770/cgj.18.131","title":"Successful Aging and Frailty: Mutually Exclusive Paradigms or Two Ends of a Shared Continuum?","year":2015,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Centre for Ageing Research and Development in Ireland; National Institute for Health and Care Research","keywords":"Conceptualization; Scope (computer science); Realm; Psychosocial; Medicine; Successful aging; Gerontology; Cognitive psychology; Psychology; Computer science; Psychiatry; Artificial intelligence","score_opus":0.0398960715126405,"score_gpt":0.2996471104613552,"score_spread":0.2597510389487147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1981698239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9734892,0.0036575794,0.00044983785,0.009540599,0.0014339794,0.00048150858,0.00019106403,0.000039044127,0.010717187],"genre_scores_gemma":[0.9910056,0.00019493885,0.0034225804,0.0010691741,0.0011447633,0.0000056402855,0.000026392516,0.00005159837,0.003079304],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.998073,0.00007442575,0.00056040304,0.00025482918,0.00043222363,0.0006051598],"domain_scores_gemma":[0.99632823,0.00012320463,0.00030839661,0.0002813157,0.00049590465,0.0024629468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049542374,0.00022756618,0.0005101071,0.0007045981,0.00013951144,0.00014060336,0.0002381818,0.00013686124,0.00035694198],"category_scores_gemma":[0.0009830553,0.00019725248,0.00009155639,0.0005314136,0.00012015135,0.00026360847,0.00005218229,0.0005281322,0.0000123493155],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001444287,0.00022790687,0.48642436,0.00052814424,0.0010802272,0.020178795,0.032625735,0.00010507677,0.0021170503,0.00085928984,0.35837623,0.096032895],"study_design_scores_gemma":[0.060022734,0.0035694253,0.17815539,0.0019208457,0.0017749491,0.06159014,0.015901875,0.0023943682,0.0023564326,0.004418566,0.6652585,0.0026367444],"about_ca_topic_score_codex":0.008427832,"about_ca_topic_score_gemma":0.060181756,"teacher_disagreement_score":0.30826896,"about_ca_system_score_codex":0.0003118798,"about_ca_system_score_gemma":0.003528944,"threshold_uncertainty_score":0.99817514},"labels":[],"label_agreement":null},{"id":"W1982155583","doi":"10.1016/s0047-6374(02)00082-9","title":"The mortality rate as a function of accumulated deficits in a frailty index","year":2002,"lang":"en","type":"article","venue":"Mechanisms of Ageing and Development","topic":"Frailty in Older Adults","field":"Medicine","cited_by":262,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"Canadian Institutes of Health Research; Health Canada; Dalhousie Medical Research Foundation","keywords":"Frailty Index; Index (typography); Demography; Mortality rate; Gerontology; Population; Medicine; Statistics; Mathematics; Environmental health; Internal medicine","score_opus":0.04820214311449355,"score_gpt":0.27891316008340256,"score_spread":0.230711016968909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982155583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99317515,0.00021372276,0.0053068027,0.00020801759,0.00009751706,0.000273943,0.0000011092386,0.000024839002,0.0006989065],"genre_scores_gemma":[0.9981429,0.00006163053,0.0011762045,0.000117251504,0.000006061141,0.000015090215,0.0000045239185,0.000009936795,0.00046638533],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989395,0.00004303003,0.0004081588,0.00017648019,0.00025527395,0.00017751839],"domain_scores_gemma":[0.99946684,0.00008527376,0.00012663024,0.0001791792,0.00008607406,0.000056018158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046631636,0.0001150529,0.00023185485,0.0000915372,0.00007038981,0.0000092484115,0.00005836948,0.00008079903,0.000064715496],"category_scores_gemma":[0.00016800399,0.00008444163,0.00002581412,0.00017989022,0.00003667403,0.000041526375,0.00005187916,0.00012559231,0.0000085818665],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015091802,0.0015485757,0.05723794,0.0015324046,0.0011452903,0.00047761836,0.017608413,0.0005843215,0.18093298,0.00791263,0.0007985065,0.72871214],"study_design_scores_gemma":[0.0027603514,0.00036947938,0.9164271,0.0005585317,0.000043952394,0.000015691923,0.00071479817,0.00210461,0.07132026,0.004434046,0.0010549306,0.00019628566],"about_ca_topic_score_codex":0.00016807749,"about_ca_topic_score_gemma":0.0001736169,"teacher_disagreement_score":0.85918915,"about_ca_system_score_codex":0.000040223975,"about_ca_system_score_gemma":0.00005520099,"threshold_uncertainty_score":0.34434298},"labels":[],"label_agreement":null},{"id":"W1983100739","doi":"10.5430/jnep.v3n8p160","title":"“I have to be patient” – A longitudinal case study of an older man’s rehabilitation experience after hip replacement surgery","year":2013,"lang":"en","type":"article","venue":"Journal of Nursing Education and Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Feeling; Qualitative research; Medicine; Activities of daily living; Physical therapy; Psychology; Nursing; Gerontology; Social psychology","score_opus":0.08171067971787926,"score_gpt":0.4287316974396899,"score_spread":0.34702101772181065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983100739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760693,0.00014759532,0.000043836702,0.022296133,0.00069384195,0.0005676482,4.5745463e-7,0.0000044135168,0.00017682988],"genre_scores_gemma":[0.99078906,0.0000071626737,0.007790072,0.0011057742,0.00012008421,0.00004587343,0.0000011855669,0.00001018663,0.00013062626],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.998545,0.0002908588,0.00053399475,0.00015784115,0.0003658132,0.000106474756],"domain_scores_gemma":[0.99705994,0.00096953154,0.00050457835,0.00022362705,0.0010184081,0.00022394222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060592766,0.00009186079,0.00020123352,0.00024223073,0.00007733008,0.000042194275,0.000029740631,0.000034754365,0.00012528364],"category_scores_gemma":[0.0027517197,0.00007917064,0.00003554847,0.00013519275,0.000040904866,0.0010122798,0.000010167011,0.0001488302,0.0000017184817],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026376205,0.01849976,0.060739715,0.00010931814,0.0000804139,0.00032326733,0.6873959,0.000007892349,0.00047812617,0.0000020739062,0.020206094,0.20951988],"study_design_scores_gemma":[0.0008141713,0.005091124,0.2481566,0.0007588059,0.00023491542,0.036445457,0.7062034,0.00002469431,0.00014907899,0.000016574311,0.00199661,0.000108581495],"about_ca_topic_score_codex":0.00039979798,"about_ca_topic_score_gemma":0.000019866737,"teacher_disagreement_score":0.2094113,"about_ca_system_score_codex":0.00016847157,"about_ca_system_score_gemma":0.00019550376,"threshold_uncertainty_score":0.32942644},"labels":[],"label_agreement":null},{"id":"W1983952152","doi":"10.1111/j.1532-5415.2006.00928.x","title":"DEPRESSIVE SYMPTOMS IN OLDER PEOPLE PREDICT NURSING HOME ADMISSION","year":2006,"lang":"en","type":"letter","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Activities of daily living; Gerontology; Geriatric Depression Scale; Geriatrics; Depression (economics); Mental health; Confounding; Mini–Mental State Examination; Independent living; Cohort; Population; Nursing homes; Cohort study; Aging in place; Depressive symptoms; Cognition; Cognitive impairment; Psychiatry; Environmental health; Nursing","score_opus":0.006738198444908744,"score_gpt":0.2608049081529331,"score_spread":0.25406670970802436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983952152","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3865603,0.0027089848,0.0006117351,0.60602266,0.0028033578,0.00081208104,0.00007014547,0.000050065668,0.00036068828],"genre_scores_gemma":[0.3323928,0.002863222,0.008690979,0.61099833,0.03489897,0.000037766167,0.00017161085,0.000653151,0.009293125],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99588776,0.0002656252,0.001176511,0.00039177443,0.0015957181,0.00068262743],"domain_scores_gemma":[0.99494296,0.00039801316,0.0033086832,0.00073688675,0.00042717584,0.00018630155],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00041028886,0.0004968427,0.0014886913,0.00026359115,0.00012840182,0.00006638584,0.0007800461,0.00056275295,0.00004861822],"category_scores_gemma":[0.00022944807,0.00033700548,0.0016088223,0.001458607,0.00036996507,0.00014092449,0.00014294061,0.004778418,0.000005278818],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053793257,0.00018606421,0.043035716,0.00017679199,0.00023019398,0.00021173252,0.0011476347,0.00011463107,0.00015352933,1.737023e-7,0.95202494,0.0026647754],"study_design_scores_gemma":[0.007388933,0.0011703752,0.8521198,0.005430754,0.0027330047,0.0031153832,0.00067871046,0.0006195993,0.00018099173,0.00034701228,0.12512591,0.001089512],"about_ca_topic_score_codex":0.0001969971,"about_ca_topic_score_gemma":0.0000039566407,"teacher_disagreement_score":0.82689905,"about_ca_system_score_codex":0.0014827464,"about_ca_system_score_gemma":0.0009969745,"threshold_uncertainty_score":0.9999082},"labels":[],"label_agreement":null},{"id":"W1984482748","doi":"10.1111/jgs.12038","title":"Symptom Burden in Chronically Ill Homebound Individuals","year":2012,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Medicine; Depression (economics); Anxiety; Poor Appetite; Visual analogue scale; Activities of daily living; Dementia; Population; Physical therapy; Comorbidity; Nausea; Caregiver burden; Disease; Gerontology; Appetite; Psychiatry; Internal medicine","score_opus":0.013451089524267691,"score_gpt":0.28546581535072363,"score_spread":0.2720147258264559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984482748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98627824,0.001796159,0.00011917151,0.010490924,0.0007104976,0.00020081468,0.0000077839895,0.000013807728,0.00038259826],"genre_scores_gemma":[0.9866795,0.0011165866,0.0072234585,0.0026176667,0.0019491159,0.0000028017448,0.000001076528,0.000033727283,0.00037606055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99773884,0.0001332076,0.0006950834,0.00012527594,0.0007909767,0.00051660714],"domain_scores_gemma":[0.9976457,0.00028744462,0.001157254,0.00036925013,0.00026776665,0.0002725854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012667624,0.00018222042,0.0006177415,0.00009298325,0.00007751793,0.000034357345,0.00045377258,0.00008693733,0.00004960333],"category_scores_gemma":[0.0006453181,0.000120130506,0.00065424596,0.001033725,0.0003370511,0.00020926847,0.0001775101,0.0008171209,0.000016511018],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014593554,0.0007255707,0.86414987,0.0001264714,0.0007503912,0.00002075559,0.016541429,0.00020401903,0.0073029674,0.000054651624,0.09231518,0.01766275],"study_design_scores_gemma":[0.0028198138,0.00054344337,0.94175774,0.0001434422,0.00036925485,0.0007337094,0.0032521093,0.00007167322,0.00034790227,0.00013381577,0.04956594,0.0002611304],"about_ca_topic_score_codex":0.00009689364,"about_ca_topic_score_gemma":0.0000023430473,"teacher_disagreement_score":0.077607885,"about_ca_system_score_codex":0.0006559523,"about_ca_system_score_gemma":0.00044351717,"threshold_uncertainty_score":0.489878},"labels":[],"label_agreement":null},{"id":"W1984778767","doi":"10.1371/journal.pmed.1001267","title":"Averting an Impending Storm: Can We Reengineer Health Systems to Meet the Needs of Aging Populations?","year":2012,"lang":"en","type":"letter","venue":"PLoS Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto; Institute of Health Services and Policy Research","funders":"","keywords":"Storm; Medicine; Gerontology; Business; Geography","score_opus":0.09430805258476897,"score_gpt":0.3318287687695172,"score_spread":0.23752071618474824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984778767","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0075402907,0.00570501,0.00037798562,0.9807378,0.0026938089,0.0020740286,0.00007441433,0.00020563898,0.00059104385],"genre_scores_gemma":[0.56078595,0.000120856625,0.00059089175,0.4069444,0.027056014,0.00014097618,0.00086481473,0.00029346853,0.003202607],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955795,0.0002835119,0.0013359694,0.0003783863,0.0014507015,0.000971978],"domain_scores_gemma":[0.99680823,0.00037585534,0.00070247374,0.0013353864,0.00027725016,0.0005007818],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012418546,0.00055050047,0.0015226918,0.0009888902,0.00018603897,0.00001814538,0.00044348036,0.00039453313,0.00012871793],"category_scores_gemma":[0.00076313625,0.0003621503,0.000112754766,0.0007997435,0.00012299925,0.00011807714,0.00009955587,0.0014983234,0.000015473839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015682306,0.00004964171,0.0040977746,0.0039260504,0.00027148577,0.00004695883,0.01860139,0.00007583031,0.0005035141,0.00015850828,0.97117156,0.0010815983],"study_design_scores_gemma":[0.0053195558,0.0033916049,0.0054292423,0.07263233,0.0032370791,0.0013034506,0.018507157,0.004323618,0.0003584442,0.00010412338,0.88356596,0.001827443],"about_ca_topic_score_codex":0.0050415937,"about_ca_topic_score_gemma":0.00030839173,"teacher_disagreement_score":0.57379335,"about_ca_system_score_codex":0.0006602744,"about_ca_system_score_gemma":0.00021936324,"threshold_uncertainty_score":0.99988306},"labels":[],"label_agreement":null},{"id":"W1985186773","doi":"10.1186/1741-7015-10-121","title":"Making mobility-related disability better: a complex response to a complex problem","year":2012,"lang":"en","type":"letter","venue":"BMC Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Medicine","score_opus":0.12865189717233333,"score_gpt":0.36349653788595115,"score_spread":0.23484464071361782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985186773","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029704819,0.00038031,0.000603518,0.95664877,0.0010233927,0.006138014,0.0003081703,0.0007205224,0.0044725086],"genre_scores_gemma":[0.13431881,0.0000069420994,0.015673766,0.8274577,0.010330525,0.0006170714,0.003128775,0.0003738173,0.008092562],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9905515,0.0014941338,0.002256493,0.0018104346,0.0021159598,0.0017715344],"domain_scores_gemma":[0.99178374,0.0029895466,0.0005939026,0.0034626157,0.00043075034,0.000739461],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0034010247,0.0012681922,0.0028270038,0.0005136157,0.00020419674,0.00003356126,0.00083335856,0.0014131654,0.009136685],"category_scores_gemma":[0.0038039554,0.0010019364,0.0004512733,0.0010080457,0.0015642118,0.00011825057,0.00046567933,0.0037763051,0.0008580858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021965525,0.00037529424,0.020605512,0.0035932607,0.00026212263,0.00038008296,0.001899813,0.0000031817794,0.0024385338,0.000008504371,0.9652792,0.0029579003],"study_design_scores_gemma":[0.0047798622,0.0013357645,0.18847385,0.0038466484,0.00078364223,0.0007121534,0.00013359655,0.00014082577,0.000011338994,0.00020293455,0.79880214,0.0007772316],"about_ca_topic_score_codex":0.00036525488,"about_ca_topic_score_gemma":0.00014021975,"teacher_disagreement_score":0.16786833,"about_ca_system_score_codex":0.0012861835,"about_ca_system_score_gemma":0.000333931,"threshold_uncertainty_score":0.99991983},"labels":[],"label_agreement":null},{"id":"W1986054537","doi":"10.5402/2012/743978","title":"Not All Critically Ill Obese Patients Are the Same: The Influence of Prior Comorbidities","year":2012,"lang":"en","type":"article","venue":"ISRN Obesity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Clinical Evaluation Research Unit; Queen's University; McMaster University; Niagara Health System","funders":"","keywords":"Comorbidity; Medicine; Body mass index; Odds ratio; Internal medicine; Obesity; Observational study; Prospective cohort study; Charlson comorbidity index; Critically ill; Algorithm","score_opus":0.024383835609596102,"score_gpt":0.2837554681378964,"score_spread":0.2593716325283003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1986054537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98958707,0.0001895802,0.000009291504,0.008669761,0.0002429042,0.0005202753,0.00006580577,0.0000447617,0.0006705684],"genre_scores_gemma":[0.9867816,0.000050349914,0.00016604706,0.012240385,0.00016581728,0.000018961688,0.00001009052,0.000017887001,0.0005488735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984452,0.00012350443,0.00029831025,0.00015897743,0.0005581238,0.0004158539],"domain_scores_gemma":[0.99768025,0.00051744503,0.00012003441,0.000708534,0.00082994014,0.00014382518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037391746,0.00016457502,0.00026789337,0.00002801165,0.00013706421,0.000016114744,0.00034083676,0.00008951176,0.00008382422],"category_scores_gemma":[0.0029448108,0.000090847476,0.000098403994,0.00011153515,0.0004940081,0.00017658077,0.00017322804,0.00034300325,0.00015136822],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059134272,0.0006079335,0.9895802,0.00016416007,0.000054172444,0.0000040523996,0.0029342761,0.000005541979,0.0005158375,0.0004351978,0.004507234,0.0011322673],"study_design_scores_gemma":[0.0006457769,0.00013319483,0.98979884,0.00018232861,0.00010377849,0.0000125013285,0.00075754855,0.000009831745,0.002316164,0.00016291218,0.005770938,0.00010617579],"about_ca_topic_score_codex":0.00033356695,"about_ca_topic_score_gemma":0.00021188847,"teacher_disagreement_score":0.0035706235,"about_ca_system_score_codex":0.00006381538,"about_ca_system_score_gemma":0.000047507925,"threshold_uncertainty_score":0.37046525},"labels":[],"label_agreement":null},{"id":"W1987499315","doi":"10.1016/j.mad.2006.01.002","title":"Limits to deficit accumulation in elderly people","year":2006,"lang":"en","type":"article","venue":"Mechanisms of Ageing and Development","topic":"Frailty in Older Adults","field":"Medicine","cited_by":245,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie Medical Research Foundation","keywords":"Frailty Index; Gerontology; Index (typography); Value (mathematics); Elderly people; Older people; Medicine; Demography; Statistics; Sociology; Mathematics","score_opus":0.026517191155190065,"score_gpt":0.27128328506394367,"score_spread":0.2447660939087536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987499315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96704185,0.00008921021,0.03155224,0.00044630605,0.00006389685,0.00026435734,8.5485897e-7,0.000034896624,0.0005063959],"genre_scores_gemma":[0.9237244,0.0000053068966,0.075742625,0.00015196827,0.000014236828,0.000016175562,0.000016113054,0.000010940217,0.0003181935],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99917775,0.000010575868,0.0002778986,0.00018405,0.00017824779,0.00017149866],"domain_scores_gemma":[0.9997116,0.0000342302,0.00004343099,0.000101836034,0.000050676354,0.00005823135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016645966,0.00009904389,0.00019285026,0.00017959782,0.0000356413,0.000010722988,0.000036683712,0.00005552865,0.00001789131],"category_scores_gemma":[0.000046490062,0.000095865995,0.0000145314525,0.00016449645,0.00000491228,0.00003952429,0.000029295494,0.00005961419,0.000016324117],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005604514,0.0010839708,0.10001447,0.0013587342,0.0000982695,0.0003230429,0.014721662,0.0027394774,0.28262925,0.008643894,0.002166883,0.58565986],"study_design_scores_gemma":[0.0016181192,0.00030815208,0.8788017,0.00058622233,0.000012552401,0.000024043033,0.00035171537,0.00021377344,0.11372311,0.002016687,0.0021255754,0.00021833088],"about_ca_topic_score_codex":0.0004578448,"about_ca_topic_score_gemma":0.0012895764,"teacher_disagreement_score":0.77878726,"about_ca_system_score_codex":0.000056984452,"about_ca_system_score_gemma":0.00006165142,"threshold_uncertainty_score":0.39093018},"labels":[],"label_agreement":null},{"id":"W1987841364","doi":"10.1046/j.1365-2648.2003.02767.x","title":"Conceptualizations of frailty in relation to older adults","year":2003,"lang":"en","type":"review","venue":"Journal of Advanced Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":403,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Meaning (existential); Context (archaeology); Relation (database); Psychology; Gerontology; Conceptual framework; Perception; Conceptual model; Cognitive psychology; Medicine; Sociology; Computer science; Psychotherapist; Social science","score_opus":0.046713667075084335,"score_gpt":0.3964684183764732,"score_spread":0.34975475130138883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987841364","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00032900003,0.99423945,0.0022404077,0.00019955856,0.00095888996,0.00090120407,0.000011257151,0.000008774234,0.0011114577],"genre_scores_gemma":[0.00043481824,0.9792657,0.019552484,0.00009167601,0.00020723123,0.000007903013,0.000025393061,0.00006776383,0.00034704697],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972276,0.00014327564,0.0017119069,0.00021154541,0.00046858186,0.00023706189],"domain_scores_gemma":[0.99738485,0.00021713892,0.001400065,0.0002827184,0.00047665817,0.00023858839],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025604884,0.0002749258,0.0018098895,0.0008072838,0.000026482961,0.000007449083,0.00013837815,0.00025967788,0.00007864841],"category_scores_gemma":[0.0011652538,0.00023652395,0.0003736655,0.00095676474,0.00007222433,0.00021102288,0.000009773042,0.00067189295,0.0000069933317],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081247905,0.00022570652,0.000013589688,0.0029591292,0.000049005208,0.00003316193,0.00172418,0.00025424134,0.000008698705,0.00006828884,0.0007990124,0.9937837],"study_design_scores_gemma":[0.0027269402,0.0005778282,0.0003336279,0.42971894,0.00070890127,0.000803564,0.0009859301,0.0000092923065,0.000029573,0.0000795016,0.5637572,0.00026874637],"about_ca_topic_score_codex":0.0000013732204,"about_ca_topic_score_gemma":0.0000021101694,"teacher_disagreement_score":0.993515,"about_ca_system_score_codex":0.0006681176,"about_ca_system_score_gemma":0.0005291237,"threshold_uncertainty_score":0.96451664},"labels":[],"label_agreement":null},{"id":"W1988907452","doi":"10.1016/j.bone.2015.04.028","title":"Comparison between frailty index of deficit accumulation and fracture risk assessment tool (FRAX) in prediction of risk of fractures","year":2015,"lang":"en","type":"article","venue":"Bone","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; St. Joseph's Hospital; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"FRAX; Medicine; Hip fracture; Osteoporosis; Confidence interval; Hazard ratio; Cohort; Internal medicine; Risk assessment; Physical therapy; Osteoporotic fracture; Bone mineral","score_opus":0.0629847563148164,"score_gpt":0.37787376427675473,"score_spread":0.3148890079619383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988907452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914398,0.00046024713,0.006907816,0.00013374415,0.000058726906,0.00045642589,0.00026619606,0.00001897674,0.00025807178],"genre_scores_gemma":[0.99717206,0.00005952923,0.0024945163,0.000017752687,0.00008196261,0.000006583636,0.0001367932,0.000016401124,0.000014432904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981872,0.00013109663,0.0007845056,0.00020995924,0.00054718513,0.00014009135],"domain_scores_gemma":[0.9982258,0.0003415529,0.00076090416,0.00033138282,0.00025491865,0.00008541458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005867484,0.0001516571,0.0006721405,0.00021905509,0.000017902741,0.000005012474,0.00006092994,0.00025539924,0.00003281424],"category_scores_gemma":[0.00084480684,0.00013227723,0.0000593531,0.00021266447,0.00009029368,0.00013375512,0.00004634501,0.00043377353,0.0000010145283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021740173,0.00024166502,0.9826612,0.00012548864,0.00008289856,0.0000011778892,0.001455656,0.0041720197,0.00060574576,0.000007983362,0.0006113289,0.009817472],"study_design_scores_gemma":[0.0035515227,0.00044440554,0.9817446,0.0002470992,0.00025047842,0.0000025025197,0.00037587062,0.00825499,0.0041470113,0.00059757906,0.00030133457,0.00008264245],"about_ca_topic_score_codex":0.0019096526,"about_ca_topic_score_gemma":0.00018062785,"teacher_disagreement_score":0.00973483,"about_ca_system_score_codex":0.0000752749,"about_ca_system_score_gemma":0.00011043426,"threshold_uncertainty_score":0.5394109},"labels":[],"label_agreement":null},{"id":"W1990551088","doi":"10.1016/j.juro.2015.02.2333","title":"MP63-01 MODIFIED FRAILTY INDEX PREDICTS MORTALITY AND ADVERSE OUTCOMES IN PATIENTS UNDERGOING RENAL SURGERY: ANALYSIS OF THE NATIONAL SURGICAL QUALITY IMPROVEMENT PROGRAM (NSQIP) DATABASE","year":2015,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Frailty Index; Finkelstein's test; Quality of life (healthcare); Database; Adverse effect; Index (typography); Population; Surgery; Gerontology; General surgery; Internal medicine; Physical therapy","score_opus":0.096151548849597,"score_gpt":0.36768689156502565,"score_spread":0.2715353427154287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990551088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969551,0.00005685626,0.00006717428,0.0021823577,0.00018409028,0.00036658568,0.00006979565,0.000008037131,0.00011000549],"genre_scores_gemma":[0.9993905,0.00003064394,0.00005282604,0.00040369586,0.000056856916,0.0000053581607,0.000028313923,0.000008470406,0.00002336783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966732,0.0007120835,0.0010953054,0.00016310529,0.0011111049,0.0002451857],"domain_scores_gemma":[0.99689865,0.0012176735,0.00089452794,0.0003267056,0.000490986,0.00017147545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039964193,0.00015627278,0.0007387692,0.00030874202,0.00004405871,0.000005970128,0.00022251863,0.00011317355,0.000020928877],"category_scores_gemma":[0.0024696596,0.00008570504,0.00022207317,0.0005193385,0.00030174264,0.00013275165,0.00017667799,0.0004765306,4.0865007e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013965954,0.00080774946,0.99316084,0.000025577854,0.0012733026,0.000013502597,0.00037965504,0.0016666076,0.000038407816,0.000039678544,0.0002867863,0.0009112894],"study_design_scores_gemma":[0.00485158,0.000635959,0.99065816,0.000025172967,0.00093962986,0.0000251443,0.000099810146,0.0023105228,0.000039090635,0.00023047121,0.000112424044,0.000072041796],"about_ca_topic_score_codex":0.00041231938,"about_ca_topic_score_gemma":0.0011096849,"teacher_disagreement_score":0.0034549849,"about_ca_system_score_codex":0.00014181326,"about_ca_system_score_gemma":0.00045409283,"threshold_uncertainty_score":0.349495},"labels":[],"label_agreement":null},{"id":"W1992877469","doi":"10.1007/s11606-011-1821-7","title":"Assessing Balance and Mobility to Track Illness and Recovery in Older Inpatients","year":2011,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Confidence interval; Balance (ability); Prospective cohort study; Emergency medicine; Activities of daily living; Cohort study; Cohort; Institutionalisation; Older people; Geriatrics; Acute care; Physical therapy; Gerontology; Health care; Internal medicine","score_opus":0.03930083392819156,"score_gpt":0.3297055845450879,"score_spread":0.29040475061689636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992877469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942117,0.0007892101,0.00069472735,0.0015758264,0.00085503585,0.00018782893,0.0000014035775,0.0000058796813,0.0016783952],"genre_scores_gemma":[0.9933136,0.00019442037,0.0037245394,0.0015404315,0.0005013029,0.0000028047782,8.2819497e-7,0.00001553343,0.00070653355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845666,0.00006747606,0.0007266532,0.00019636234,0.00035064592,0.00020219249],"domain_scores_gemma":[0.99896085,0.00007993419,0.0002649061,0.00014128939,0.00021932424,0.00033372178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000634962,0.00015870738,0.0005309802,0.00029610936,0.000023666282,0.000016339789,0.00010362296,0.000072765055,0.00015756108],"category_scores_gemma":[0.000601082,0.00011020033,0.000040188024,0.00014880153,0.00013140241,0.00035243228,0.000056164212,0.00039540857,0.0000015809884],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018785696,0.00055897736,0.827351,0.00026902166,0.0001226959,0.00093398284,0.009216948,0.000006151398,0.023220452,0.00001630375,0.005883821,0.1305421],"study_design_scores_gemma":[0.0041968087,0.0022625509,0.9829891,0.0030072595,0.00006248555,0.0017577974,0.00068481517,0.00022016445,0.0039756713,0.00022465785,0.0004925602,0.00012618444],"about_ca_topic_score_codex":0.00048838847,"about_ca_topic_score_gemma":0.000067217115,"teacher_disagreement_score":0.15563807,"about_ca_system_score_codex":0.00010346492,"about_ca_system_score_gemma":0.00004298911,"threshold_uncertainty_score":0.44938388},"labels":[],"label_agreement":null},{"id":"W1992990069","doi":"10.1007/bf03324816","title":"Frailty and its association with disability and comorbidity in a community-dwelling sample of seniors in Montreal: a cross-sectional study","year":2010,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":184,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Jewish General Hospital; McGill University Health Centre; Université de Montréal; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Comorbidity; Activities of daily living; Medicine; Gerontology; Cross-sectional study; Geriatrics; Weakness; Physical therapy; Psychiatry","score_opus":0.17321753238924004,"score_gpt":0.5076128155978661,"score_spread":0.33439528320862605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992990069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99891555,0.00010334754,9.727113e-7,0.0002956914,0.000041084302,0.00054837763,0.000012930447,0.000009355626,0.000072711715],"genre_scores_gemma":[0.9996733,0.000038281585,0.00013849446,0.000021049042,0.000042045358,0.000027551096,0.000009093726,0.000008398263,0.00004176021],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979022,0.00065222435,0.00044898182,0.00028533099,0.0004713384,0.00023992894],"domain_scores_gemma":[0.9954304,0.0040736357,0.000056070006,0.00018562618,0.000105196355,0.00014905487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055906824,0.00009243109,0.0003011961,0.00007431914,0.00015366559,0.000040695115,0.00006710286,0.00012063413,0.00001984416],"category_scores_gemma":[0.0024318872,0.00007583088,0.000020787118,0.00018622841,0.0006085248,0.00010992716,0.00021893883,0.0016649604,7.7603454e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005216926,0.0019827522,0.9916892,0.00005149507,0.000020027686,0.000007091121,0.0031010334,0.0000011744871,0.0017528792,0.000007299467,0.0000050841873,0.00086026266],"study_design_scores_gemma":[0.0043721534,0.0010215931,0.9889982,0.00006431369,0.00000385676,0.0000066606895,0.0032376528,0.00077441917,0.001298934,0.00014510154,0.000010957854,0.0000662001],"about_ca_topic_score_codex":0.036153655,"about_ca_topic_score_gemma":0.026188657,"teacher_disagreement_score":0.009964997,"about_ca_system_score_codex":0.00007397234,"about_ca_system_score_gemma":0.00003666363,"threshold_uncertainty_score":0.99158084},"labels":[],"label_agreement":null},{"id":"W1994163791","doi":"10.1097/mlr.0b013e3181847588","title":"Identifying Potentially Avoidable Hospital Admissions From Canadian Long-Term Care Facilities","year":2009,"lang":"en","type":"article","venue":"Medical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute of Health Economics; Institute for Clinical Evaluative Sciences; Saskatchewan Health Quality Council; Canadian Institute for Health Information; University of Calgary","funders":"","keywords":"Medicine; Ambulatory care; Population; Acute care; MEDLINE; Long-term care; Intensive care medicine; Emergency medicine; Family medicine; Environmental health; Health care; Nursing","score_opus":0.012860072049117996,"score_gpt":0.2773280837689266,"score_spread":0.2644680117198086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994163791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96090966,0.009459436,0.00025023802,0.015569889,0.0015116218,0.0007091345,0.00056585757,0.00025342446,0.010770723],"genre_scores_gemma":[0.99230224,0.00007002534,0.00036954577,0.0019479659,0.0006148468,0.000016184953,0.0013459626,0.00002644238,0.0033067744],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99736243,0.00004620858,0.00033746508,0.00046031224,0.0011518713,0.00064170326],"domain_scores_gemma":[0.99650574,0.000050681305,0.000043430362,0.00050197163,0.00030563682,0.0025925522],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006569034,0.0002504322,0.00037697054,0.0001526476,0.00026128517,0.00007007851,0.0003216005,0.00036364584,0.008466017],"category_scores_gemma":[0.0011550804,0.00022504399,0.00017927596,0.0001604142,0.00009335429,0.00011953088,0.00005883564,0.0006213106,0.00024320424],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012267088,0.0002852239,0.28435525,0.0013227127,0.00028498523,0.016222358,0.13445787,0.0000053248664,0.00053322216,0.00009255169,0.06545881,0.496859],"study_design_scores_gemma":[0.0041118516,0.0009812285,0.89803344,0.002891567,0.0002983111,0.00012255162,0.045102704,0.000027256803,0.0013799445,0.00014066783,0.046110198,0.00080025784],"about_ca_topic_score_codex":0.072266966,"about_ca_topic_score_gemma":0.22604297,"teacher_disagreement_score":0.6136782,"about_ca_system_score_codex":0.0005453443,"about_ca_system_score_gemma":0.0020969189,"threshold_uncertainty_score":0.9924404},"labels":[],"label_agreement":null},{"id":"W1994646016","doi":"10.1007/bf03324831","title":"A randomized, controlled trial of disability prevention in frail older patients screened in primary care: the FRASI Study. Design and baseline evaluation","year":2006,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"National Institutes of Health","keywords":"Medicine; Randomized controlled trial; Physical therapy; Intervention (counseling); Population; Activities of daily living; Psychological intervention; Psychiatry; Internal medicine","score_opus":0.11273665694074061,"score_gpt":0.47688940960429343,"score_spread":0.36415275266355285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1994646016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98176795,0.0014629571,0.000043188706,0.00059849827,0.00007420258,0.015817588,0.0000012638687,0.000006636659,0.0002277087],"genre_scores_gemma":[0.998216,0.000054292428,0.0002449378,0.00003674439,0.00009649271,0.0012472804,0.000031619453,0.000010244886,0.00006241031],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9902773,0.006755678,0.0012412935,0.0004137394,0.0010746388,0.00023738842],"domain_scores_gemma":[0.9931897,0.0061566457,0.00011468767,0.00025109723,0.00021876472,0.00006913697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022974823,0.00012558654,0.00091402745,0.00010158915,0.000070794566,0.000023433251,0.00008056481,0.00009259653,0.000027555114],"category_scores_gemma":[0.0039580846,0.00007740807,0.00012274417,0.00022080373,0.00080944755,0.0000830602,0.00012740184,0.0004040027,9.1504785e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7144564,0.005778901,0.26408768,0.00004468429,0.00004218152,0.000002451478,0.0010737927,0.000011902553,0.000093522074,0.000005311224,0.00003857405,0.014364614],"study_design_scores_gemma":[0.7496961,0.001597515,0.24423957,0.00017381196,0.00004698631,2.7879807e-7,0.0011735207,0.0026364028,0.00020502704,0.00017498886,0.0000018334014,0.00005396716],"about_ca_topic_score_codex":0.0012390082,"about_ca_topic_score_gemma":0.00016756133,"teacher_disagreement_score":0.03523971,"about_ca_system_score_codex":0.00015635665,"about_ca_system_score_gemma":0.00013498067,"threshold_uncertainty_score":0.79626614},"labels":[],"label_agreement":null},{"id":"W1995916672","doi":"10.1111/jgs.12773","title":"Identifying Common Characteristics of Frailty Across Seven Scales","year":2014,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Capital District Health Authority; Dalhousie University","funders":"National Institute on Aging; European Commission","keywords":"Frailty Index; Medicine; Gerontology; Scale (ratio); Frailty syndrome; Geriatrics; Demography; Health and Retirement Study; Ageing; Internal medicine; Psychiatry","score_opus":0.022936639215258136,"score_gpt":0.32224371581998706,"score_spread":0.29930707660472894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995916672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939025,0.00013501811,0.0024653496,0.0025909327,0.00066036347,0.000116207884,0.000030799332,0.000013750788,0.00008507117],"genre_scores_gemma":[0.98960006,0.00035958216,0.007917397,0.0011620085,0.00071942335,9.44054e-7,0.0000023254775,0.000030825024,0.00020742991],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978979,0.00013861197,0.0008354557,0.00013190036,0.0006988834,0.00029723893],"domain_scores_gemma":[0.99619293,0.00030389725,0.002438693,0.000479882,0.00043361812,0.00015096464],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010513872,0.0001685347,0.00080709736,0.00003664824,0.00013911528,0.00003504432,0.00048261412,0.00007230473,0.000010451732],"category_scores_gemma":[0.00056224637,0.00011597213,0.0008343483,0.00058385386,0.00048369146,0.000103252285,0.00020531894,0.0005902116,0.0000042340903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005090409,0.00073102955,0.73455375,0.0007516591,0.0010859185,0.000020436632,0.017560296,0.00007400428,0.06133843,0.00006143076,0.045767356,0.13754664],"study_design_scores_gemma":[0.0014379676,0.0005153553,0.98380023,0.00022134106,0.00032226834,0.00033763613,0.0027754884,0.0004330463,0.003018637,0.00028865517,0.006657625,0.00019176846],"about_ca_topic_score_codex":0.00006491635,"about_ca_topic_score_gemma":0.000005135847,"teacher_disagreement_score":0.24924645,"about_ca_system_score_codex":0.00015795429,"about_ca_system_score_gemma":0.00011069467,"threshold_uncertainty_score":0.47292063},"labels":[],"label_agreement":null},{"id":"W1997462081","doi":"10.1080/09638280110055084","title":"Changes in physical functioning in institutionalized older adults","year":2001,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; St. Peter's Hospital; Lakehead University; St. Joseph’s Healthcare Hamilton; Lakehead Psychiatric Hospital","funders":"","keywords":"Activities of daily living; Long-term care; Gerontology; Range of motion; Rehabilitation; Psychological intervention; Balance (ability); Depression (economics); Medicine; Physical therapy; Psychology; Physical medicine and rehabilitation; Baseline (sea); Psychiatry","score_opus":0.012539981741828802,"score_gpt":0.2873418109783919,"score_spread":0.2748018292365631,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997462081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847258,0.000065884575,0.00002734779,0.013798717,0.00009024906,0.00066823716,0.0000027946162,0.000036249032,0.0005847762],"genre_scores_gemma":[0.9991298,0.000021557944,0.00041091058,0.00011599736,0.00008391612,0.00012406554,0.00003837768,0.0000065689123,0.00006881946],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990132,0.000096115924,0.00022072204,0.00032971048,0.0001758023,0.00016444792],"domain_scores_gemma":[0.9991731,0.0005095452,0.000028891089,0.00017434233,0.000053574437,0.000060524886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031029002,0.000106299914,0.00021958722,0.0000900225,0.000039125905,0.000008817466,0.000025274037,0.00007909887,0.000056918565],"category_scores_gemma":[0.0010624472,0.00009424168,0.000043541742,0.00035696424,0.00048820794,0.00016037552,0.000017729692,0.00016631832,0.000007970062],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060456595,0.0010476331,0.9590145,0.00030416175,0.000004057248,0.0000034126178,0.007658433,0.000049447608,0.00016278836,0.00077182247,0.000020285535,0.03035891],"study_design_scores_gemma":[0.0035107152,0.00027905876,0.98974186,0.00045778792,0.000008000868,0.000010071632,0.0022480635,0.001888908,0.000022203809,0.0013811945,0.00035828777,0.00009382235],"about_ca_topic_score_codex":0.00042069398,"about_ca_topic_score_gemma":0.0041400897,"teacher_disagreement_score":0.030727405,"about_ca_system_score_codex":0.00019345267,"about_ca_system_score_gemma":0.000026982108,"threshold_uncertainty_score":0.3843064},"labels":[],"label_agreement":null},{"id":"W1997637125","doi":"10.1034/j.1601-5215.2002.51017.x","title":"The MDS‐CHESS Scale: A New Measure to Predict Mortality in Institutionalized Older People","year":2003,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":479,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Homewood Research Institute; Toronto Rehabilitation Institute; University of Toronto; University of Waterloo","funders":"","keywords":"Medicine; Observational study; Minimum Data Set; Activities of daily living; Gerontology; Disease; Scale (ratio); Cognition; Physical therapy; Internal medicine; Psychiatry; Nursing homes","score_opus":0.016428121068935594,"score_gpt":0.28935526819758933,"score_spread":0.27292714712865374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997637125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808624,0.0008191736,0.0020903668,0.014312997,0.0008455394,0.0004934825,0.000008635816,0.000016371161,0.00055106304],"genre_scores_gemma":[0.9897754,0.00051445834,0.0057089822,0.0026957707,0.0004895021,0.000008908278,8.265295e-7,0.000026146747,0.00077998574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973615,0.00025458803,0.0006971694,0.00019243493,0.001116449,0.00037785716],"domain_scores_gemma":[0.9977681,0.00025681846,0.00074196985,0.00052678044,0.00038048642,0.0003258156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001686227,0.00019592723,0.0005500458,0.000055409357,0.00021505303,0.000052766387,0.00047058932,0.000072305076,0.00003096947],"category_scores_gemma":[0.0014189517,0.00011189464,0.000626726,0.0018504858,0.00025551292,0.00010842453,0.000084430765,0.0006993294,0.000005534048],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032494424,0.00041146218,0.8027522,0.000065578,0.0005088994,0.000016881322,0.006927255,0.0007965485,0.0014043482,0.0001594026,0.18188244,0.0047500664],"study_design_scores_gemma":[0.0030165077,0.0002195503,0.957899,0.00013260222,0.00028320987,0.0003177687,0.001850914,0.00010217227,0.00030204174,0.00033155057,0.03536353,0.00018118095],"about_ca_topic_score_codex":0.0003660063,"about_ca_topic_score_gemma":0.00022807078,"teacher_disagreement_score":0.15514679,"about_ca_system_score_codex":0.00054104155,"about_ca_system_score_gemma":0.001603509,"threshold_uncertainty_score":0.4562931},"labels":[],"label_agreement":null},{"id":"W1998875282","doi":"10.5935/1676-4285.20144980","title":"Evaluation of fragility and nursing interventions in the case of the elderly: a transversal study","year":2014,"lang":"en","type":"article","venue":"Online Brazilian Journal of Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fragility; Psychological intervention; Vulnerability (computing); Autonomy; Nursing Interventions Classification; Medicine; Gerontological nursing; Scale (ratio); Gerontology; Nursing; Psychology; Computer science","score_opus":0.08099438037291183,"score_gpt":0.4175391632894717,"score_spread":0.33654478291655987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998875282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99223304,0.0005080731,0.00054877624,0.005773341,0.00024453533,0.00046152537,0.000007110554,0.0000021264143,0.00022145436],"genre_scores_gemma":[0.9991649,0.000004065686,0.000698049,0.000022237957,0.00009364263,8.9681964e-7,0.0000011404765,0.0000083851055,0.0000067221863],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975458,0.0009385783,0.0007254127,0.000102514045,0.00057439966,0.00011332787],"domain_scores_gemma":[0.99858415,0.00018613851,0.00041017483,0.00026375556,0.0005052253,0.000050544393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037755177,0.000094434436,0.0003080505,0.0001549687,0.000060138584,0.000009691104,0.00013844385,0.000043524637,0.000018039304],"category_scores_gemma":[0.0009152941,0.000057970974,0.00018348252,0.00027733805,0.00024574323,0.000111957335,0.0000059854465,0.00037034688,7.787337e-8],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024444825,0.005639334,0.01389149,0.00012253113,0.000103711674,0.000054747772,0.03340006,0.00020693842,0.001191193,0.000031101892,0.00012385985,0.9449906],"study_design_scores_gemma":[0.011890949,0.0058540646,0.8597199,0.015199202,0.003307137,0.008281653,0.07772861,0.013900885,0.00063302426,0.003341335,0.000017124365,0.00012614782],"about_ca_topic_score_codex":0.00003337669,"about_ca_topic_score_gemma":0.00032895693,"teacher_disagreement_score":0.94486445,"about_ca_system_score_codex":0.00012352012,"about_ca_system_score_gemma":0.00013131053,"threshold_uncertainty_score":0.23639877},"labels":[],"label_agreement":null},{"id":"W1998940826","doi":"10.1007/bf03327413","title":"Evaluation of a frailty index based on a comprehensive geriatric assessment in a population based study of elderly Canadians","year":2005,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":260,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Queen Elizabeth II Health Sciences Centre; Memorial University of Newfoundland","funders":"","keywords":"Medicine; Gerontology; Hazard ratio; Frailty Index; Comorbidity; Population; Geriatrics; Institutionalisation; Cohort; Cohort study; Confidence interval; Internal medicine; Psychiatry; Environmental health","score_opus":0.2328973184945687,"score_gpt":0.5388946197533491,"score_spread":0.30599730125878033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998940826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969353,0.000120807235,0.000008801027,0.0010327518,0.000040969488,0.001340053,0.0000049907426,0.000007640687,0.000508678],"genre_scores_gemma":[0.99931073,0.0000025182248,0.00034318145,0.00014235162,0.00005680059,0.00008669328,0.000019204366,0.000012332029,0.000026208945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99601644,0.001027471,0.0006483985,0.00034120012,0.0017260432,0.00024043853],"domain_scores_gemma":[0.9981389,0.0008783211,0.00009491405,0.0002894531,0.00043518955,0.00016324154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032363818,0.0001047184,0.00035375982,0.00043972093,0.000052999956,0.000010751019,0.00008110008,0.00008624006,0.000108755],"category_scores_gemma":[0.00056523125,0.00009456039,0.000053874523,0.00042608567,0.000095075986,0.000052499094,0.000040460454,0.0004549345,0.0000018469341],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056081614,0.004591062,0.95187783,0.000051972915,0.00003834927,0.0000102504055,0.0009038567,0.002080775,0.001504631,0.0000068977065,0.00008273158,0.03829081],"study_design_scores_gemma":[0.01016201,0.003902834,0.82449526,0.0001866192,0.000027954227,5.5243726e-7,0.0020901698,0.15826458,0.00076847384,0.000014453464,0.000021441296,0.000065684486],"about_ca_topic_score_codex":0.022297595,"about_ca_topic_score_gemma":0.005375325,"teacher_disagreement_score":0.15618381,"about_ca_system_score_codex":0.000353747,"about_ca_system_score_gemma":0.00056962814,"threshold_uncertainty_score":0.984213},"labels":[],"label_agreement":null},{"id":"W1999595225","doi":"10.1046/j.1532-5415.2002.50172.x","title":"A Prospective Evaluation of the Charlson Comorbidity Index for Use in Long‐Term Care Patients","year":2002,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Université de Sherbrooke","funders":"Health Canada","keywords":"Medicine; Charlson comorbidity index; Comorbidity; Term (time); Prospective cohort study; Gerontology; Intensive care medicine; Long-term care; Index (typography); MEDLINE; Emergency medicine; Internal medicine; Psychiatry","score_opus":0.03675362242848931,"score_gpt":0.3086188594637982,"score_spread":0.27186523703530885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999595225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971951,0.00027534796,0.00011331606,0.00078628754,0.00044414584,0.0011184234,0.00003545026,0.0000037821953,0.000028130196],"genre_scores_gemma":[0.9986566,0.00017736347,0.0005977121,0.00030238362,0.00018393468,0.000014273017,0.0000018864124,0.000017928089,0.000047938902],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99804604,0.00017024757,0.00046895308,0.00012749972,0.0010084886,0.00017875199],"domain_scores_gemma":[0.9965326,0.00014720963,0.0014139665,0.00033721654,0.0015131994,0.000055808498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059377775,0.00012340261,0.00037226404,0.000048444916,0.000078874495,0.000016479245,0.00027180737,0.000054304237,0.000014126675],"category_scores_gemma":[0.0008730569,0.000072473114,0.0005441635,0.0006872709,0.00018885992,0.00012634923,0.00007902696,0.00037553176,4.4141848e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010697285,0.0002938377,0.98017305,0.00006549109,0.0000889916,3.6787003e-7,0.006072937,0.00013095362,0.00012728061,7.0711826e-7,0.0039001864,0.009039214],"study_design_scores_gemma":[0.0041058236,0.00041481215,0.9917726,0.000116039664,0.00032593345,0.000011085383,0.00080937997,0.0019399512,0.00033487767,0.000031561085,0.000065484935,0.00007246371],"about_ca_topic_score_codex":0.00009969295,"about_ca_topic_score_gemma":0.00004259904,"teacher_disagreement_score":0.011599528,"about_ca_system_score_codex":0.0009164129,"about_ca_system_score_gemma":0.00017810344,"threshold_uncertainty_score":0.2955368},"labels":[],"label_agreement":null},{"id":"W2000436249","doi":"10.1016/j.jamda.2013.08.002","title":"Evidence-Informed Guidelines for Treating Frail Older Adults With Type 2 Diabetes: From the Diabetes Care Program of Nova Scotia (DCPNS) and the Palliative and Therapeutic Harmonization (PATH) Program","year":2013,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Department of Health and Wellness; Nova Scotia Health Authority; Dalhousie University","funders":"Diabetes UK","keywords":"Medicine; Guideline; Diabetes mellitus; Insulin glargine; Type 2 diabetes; Insulin; Insulin detemir; Intensive care medicine; Population; Gerontology; Internal medicine; Endocrinology","score_opus":0.02768865819971249,"score_gpt":0.3343257028245729,"score_spread":0.3066370446248604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000436249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9736538,0.0040374133,0.000031105246,0.019998202,0.0001859174,0.0020437986,0.000012180269,0.000025342217,0.000012226196],"genre_scores_gemma":[0.9940482,0.000812069,0.002985717,0.0016584726,0.00035552253,0.000080882615,0.00001275685,0.000025604766,0.000020775067],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99755317,0.00028739104,0.00069032726,0.00016284244,0.0010417416,0.0002645102],"domain_scores_gemma":[0.9918031,0.0037443538,0.0019585355,0.0001893701,0.0021749195,0.00012973929],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0008559847,0.00019386924,0.00059230824,0.00004349517,0.00012526572,0.00007441418,0.0002297987,0.00008764219,0.0000253882],"category_scores_gemma":[0.01695179,0.00007880542,0.0001369214,0.0004716047,0.00052867294,0.00015076021,0.000048759386,0.00032796586,0.0000011682464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017949249,0.00007488359,0.6676914,0.000080419166,0.00041302587,1.8921409e-7,0.0047214003,0.000002489827,0.0000826632,8.922807e-7,0.0013035407,0.3254496],"study_design_scores_gemma":[0.0034799967,0.0016353062,0.9782017,0.0043545393,0.000745591,0.0000016532051,0.005362551,0.005327692,0.00051301153,0.000039800398,0.00021943227,0.00011875742],"about_ca_topic_score_codex":0.0009856231,"about_ca_topic_score_gemma":0.00032881767,"teacher_disagreement_score":0.32533082,"about_ca_system_score_codex":0.00018992226,"about_ca_system_score_gemma":0.0002846701,"threshold_uncertainty_score":0.99132884},"labels":[],"label_agreement":null},{"id":"W2000579391","doi":"10.1093/ageing/32.1.53","title":"Economic evaluation of a geriatric day hospital: cost-benefit analysis based on functional autonomy changes","year":2003,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke","funders":"Health Canada","keywords":"Medicine; Autonomy; Intensive care medicine; Gerontology; Geriatrics; Nursing; Psychiatry","score_opus":0.02627009247356978,"score_gpt":0.27085781089355726,"score_spread":0.24458771841998747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000579391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99291617,0.00023211694,0.0007250382,0.00056788075,0.00014131372,0.00038189397,0.000008764884,0.000021362795,0.005005467],"genre_scores_gemma":[0.9988926,0.000016923874,0.00027038823,0.00021438954,0.00007837416,0.00004353272,0.000070780654,0.000009318657,0.00040370223],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992796,0.000047978552,0.00015216778,0.00020949617,0.00019382987,0.000116888055],"domain_scores_gemma":[0.9995053,0.00010355906,0.000089926965,0.0001805868,0.00006437783,0.000056271718],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046880584,0.000094154806,0.0002117771,0.0002683701,0.000043790373,0.000014435284,0.00002356749,0.000046619283,0.0005300596],"category_scores_gemma":[0.00011035383,0.000087077075,0.00007444206,0.00021072778,0.00002177265,0.0000482872,0.0000070392025,0.00006115396,0.000010729995],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025335755,0.0010621707,0.16484684,0.00045032726,0.0036553803,0.0010776096,0.004380357,0.111958526,0.005153308,0.0022921164,0.0027843963,0.7020856],"study_design_scores_gemma":[0.002560279,0.000306186,0.9235587,0.00007191076,0.001967787,0.0000025491383,0.00012323131,0.06665975,0.0012192752,0.00014336719,0.003221107,0.00016582839],"about_ca_topic_score_codex":0.00007003391,"about_ca_topic_score_gemma":0.00012140001,"teacher_disagreement_score":0.7587119,"about_ca_system_score_codex":0.00013219053,"about_ca_system_score_gemma":0.000095136114,"threshold_uncertainty_score":0.5803781},"labels":[],"label_agreement":null},{"id":"W2001085541","doi":"10.1111/jgs.13239","title":"Predicting 3‐Year Survival in Older People with Intellectual Disabilities Using a Frailty Index","year":2015,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"ZonMw","keywords":"Medicine; Confidence interval; Receiver operating characteristic; National Death Index; Observational study; Gerontology; Proportional hazards model; Frailty Index; Survival analysis; Population; Demography; Frailty syndrome; Hazard ratio; Internal medicine","score_opus":0.03417784597341982,"score_gpt":0.2924119694000885,"score_spread":0.2582341234266687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001085541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953856,0.00012530775,0.0020880443,0.0015356604,0.00044042227,0.00022780075,0.000006034712,0.000018101873,0.00017304317],"genre_scores_gemma":[0.9930672,0.00009637429,0.0058219293,0.00027574378,0.00058910786,0.0000020197633,7.051069e-7,0.000039106795,0.00010780497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978125,0.00016973678,0.0005651186,0.00017857585,0.0009241734,0.0003498857],"domain_scores_gemma":[0.9975843,0.0006565022,0.0007585342,0.00033035484,0.0004478808,0.00022245986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095415657,0.0001969853,0.00063561584,0.00013061939,0.000077407596,0.000040610583,0.00029706626,0.00006682682,0.000020790087],"category_scores_gemma":[0.0024539991,0.0001238226,0.0003320681,0.0019781997,0.0004026134,0.00017159113,0.00015458121,0.0008169246,0.0000017299085],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043247346,0.00018166572,0.9619876,0.000042015,0.00013670624,0.000006186977,0.031127807,0.0015478232,0.00013464958,0.0000020725693,0.004101772,0.0002991907],"study_design_scores_gemma":[0.007496959,0.0017612505,0.745642,0.00040185032,0.000404134,0.0010151439,0.22903778,0.01277743,0.00018144463,0.00015983834,0.0006958079,0.0004263582],"about_ca_topic_score_codex":0.00085344486,"about_ca_topic_score_gemma":0.00013484026,"teacher_disagreement_score":0.21634564,"about_ca_system_score_codex":0.00056974153,"about_ca_system_score_gemma":0.0008255239,"threshold_uncertainty_score":0.5049339},"labels":[],"label_agreement":null},{"id":"W2001145951","doi":"10.1111/j.1532-5415.2011.03769.x","title":"Persistent Pain and Frailty: A Case for Homeostenosis","year":2011,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"National Center for Research Resources; National Institute on Aging; American Academy of Hospice and Palliative Medicine; Canadian Institutes of Health Research; QEII Foundation; Dalhousie Medical Research Foundation","keywords":"Medicine; Odds ratio; Confidence interval; Cross-sectional study; Logistic regression; Physical therapy; Odds; Frailty syndrome; Psychological intervention; Risk factor; Gerontology; Frailty Index; Internal medicine; Psychiatry","score_opus":0.040391002906330756,"score_gpt":0.27447339082099764,"score_spread":0.2340823879146669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001145951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909638,0.0009853361,0.00211381,0.005176717,0.00029251914,0.00033491378,0.000018616836,0.000012925739,0.00010135162],"genre_scores_gemma":[0.957499,0.00044036156,0.038372904,0.0030322282,0.0003466457,0.000006575146,4.6181006e-7,0.00002846303,0.00027333142],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99889266,0.00009209213,0.0003798961,0.00013379696,0.00026728987,0.00023427373],"domain_scores_gemma":[0.998192,0.00027258586,0.000767242,0.00025513908,0.0003177106,0.00019531326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010042794,0.0001385532,0.00042208825,0.00004704934,0.00014593413,0.000019350387,0.00016105552,0.000049868457,0.000015198349],"category_scores_gemma":[0.0005183152,0.00008860309,0.00093576894,0.00035048215,0.00027221564,0.000066544606,0.000076465294,0.00027845812,7.018558e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023739159,0.0018079493,0.20257463,0.0011651912,0.0057053417,0.0013364454,0.08538356,0.000026685528,0.0063519743,0.00008922093,0.37589112,0.31729397],"study_design_scores_gemma":[0.032975234,0.05134325,0.31953233,0.0010818188,0.016753571,0.16759877,0.25387588,0.0092622535,0.0038028175,0.002385701,0.1385684,0.0028199665],"about_ca_topic_score_codex":0.00011485652,"about_ca_topic_score_gemma":0.0000037966413,"teacher_disagreement_score":0.31447402,"about_ca_system_score_codex":0.0001443529,"about_ca_system_score_gemma":0.00013900788,"threshold_uncertainty_score":0.36131293},"labels":[],"label_agreement":null},{"id":"W2001747582","doi":"10.1016/j.archger.2013.06.010","title":"The ability of three different models of frailty to predict all-cause mortality: Results from the European Male Aging Study (EMAS)","year":2013,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":155,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Gerontology; Medicine","score_opus":0.0771438482499798,"score_gpt":0.3052752792749202,"score_spread":0.2281314310249404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001747582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912396,0.00061165704,0.0019198789,0.0022744273,0.00013028535,0.0012422035,0.0001608292,0.000017023405,0.0024040826],"genre_scores_gemma":[0.9986827,0.00024011685,0.00080357067,0.000060727434,0.00007530052,0.000022147211,0.000021269547,0.00001493709,0.00007923126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776953,0.00052810175,0.0008022653,0.00036667567,0.00026879794,0.00026465228],"domain_scores_gemma":[0.9958505,0.0025291499,0.00033305655,0.0010804177,0.00008909531,0.000117779164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005954352,0.0001907341,0.00050526916,0.00005238728,0.00009504499,0.000009547612,0.00039031942,0.000050640876,0.000012781922],"category_scores_gemma":[0.00053122616,0.00010722488,0.00010275778,0.000084772466,0.00052850024,0.00006443543,0.0003683321,0.00023154441,0.0000018705819],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013728646,0.0013399372,0.8937672,0.00017112863,0.0022850803,0.000019062532,0.033946652,0.00018411451,0.006399518,0.00064674113,0.0010810174,0.05878673],"study_design_scores_gemma":[0.0020545141,0.0006772757,0.9886387,0.000047529287,0.00045236535,0.0000055840396,0.001305491,0.0009912491,0.0002660898,0.00541399,0.000058938862,0.00008825034],"about_ca_topic_score_codex":0.0024857447,"about_ca_topic_score_gemma":0.0023735007,"teacher_disagreement_score":0.09487157,"about_ca_system_score_codex":0.000007958277,"about_ca_system_score_gemma":0.000033005766,"threshold_uncertainty_score":0.43725038},"labels":[],"label_agreement":null},{"id":"W2002385325","doi":"10.1007/bf03075283","title":"Thema kwetsbaarheid","year":2007,"lang":"nl","type":"article","venue":"Tijdschrift voor VerpleeghuisGeneeskunde","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Gerontology; Medicine; Humanities; Art","score_opus":0.02180512013004079,"score_gpt":0.29629024733023623,"score_spread":0.27448512720019547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002385325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47812265,0.030500773,0.010542725,0.006679602,0.01192996,0.0042560524,0.00039803545,0.0017833352,0.45578685],"genre_scores_gemma":[0.8892567,0.0011027533,0.00292276,0.003543792,0.004750975,0.00004169121,0.00021543232,0.0004741152,0.09769178],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98904884,0.0002388146,0.002415491,0.0020922225,0.0024173,0.0037873338],"domain_scores_gemma":[0.9920261,0.0011288717,0.00073031895,0.0032071269,0.00069324876,0.0022143591],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0030250214,0.0017110326,0.0019345531,0.0009233183,0.0006087118,0.0002243113,0.0013724676,0.0014208336,0.01775332],"category_scores_gemma":[0.0013100908,0.0017295098,0.0009934604,0.0018992992,0.00085195317,0.00051407714,0.0006080613,0.0020754435,0.05585473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0074036256,0.0069351993,0.09928983,0.003784342,0.0064324425,0.011476439,0.00864992,0.00017037145,0.10275635,0.038305536,0.5928661,0.12192983],"study_design_scores_gemma":[0.0129596945,0.0021946654,0.08020683,0.001759213,0.0016035315,0.0016228264,0.0024851267,0.000946016,0.08032143,0.00074087287,0.81201565,0.0031441343],"about_ca_topic_score_codex":0.0006376722,"about_ca_topic_score_gemma":0.00055568875,"teacher_disagreement_score":0.41113406,"about_ca_system_score_codex":0.0006342387,"about_ca_system_score_gemma":0.0010243591,"threshold_uncertainty_score":0.99987555},"labels":[],"label_agreement":null},{"id":"W2002497392","doi":"10.1016/j.critrevonc.2010.02.010","title":"Difficulties in decision making regarding chemotherapy for older cancer patients: A census of cancer physicians","year":2010,"lang":"en","type":"review","venue":"Critical Reviews in Oncology/Hematology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"Division of Graduate Education; Université de Montréal; McGill University","keywords":"Medicine; Cancer; Geriatric oncology; Family medicine; General partnership; Gerontology; Chemotherapy; Social support; Internal medicine; Psychology","score_opus":0.06441616133795885,"score_gpt":0.47200247292678754,"score_spread":0.4075863115888287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002497392","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003254726,0.99026656,0.00022904629,0.0011281773,0.0018893274,0.0056981174,0.00017863624,0.00003209549,0.0002525895],"genre_scores_gemma":[0.00030645818,0.9845017,0.008202871,0.0011137174,0.0003116413,0.005278823,0.00008581951,0.00013741915,0.000061525534],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940131,0.00048905547,0.003124681,0.001077023,0.00029784974,0.0009982937],"domain_scores_gemma":[0.99189156,0.005937522,0.0008905414,0.0007029102,0.00044057856,0.00013687859],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000843621,0.00079557917,0.008729446,0.00055558776,0.000055978267,0.000011121336,0.00049410714,0.0017863438,0.00017193054],"category_scores_gemma":[0.009675959,0.00060789974,0.000988308,0.0006799478,0.00066708284,0.000077530174,0.00015399136,0.0017382705,0.000014369581],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013404718,0.0010086201,0.00088899967,0.04567946,0.00007145603,0.000047928144,0.00023065199,1.4233808e-7,0.000001953215,0.0015686847,0.004192748,0.94617534],"study_design_scores_gemma":[0.0028680214,0.00026116273,0.00024173125,0.21717139,0.0006869707,0.00007244889,0.000036175672,0.00001658556,0.000008146652,0.00029011685,0.7779364,0.00041083441],"about_ca_topic_score_codex":0.000049115057,"about_ca_topic_score_gemma":0.0010585412,"teacher_disagreement_score":0.9457645,"about_ca_system_score_codex":0.0010956707,"about_ca_system_score_gemma":0.0006130414,"threshold_uncertainty_score":0.99963725},"labels":[],"label_agreement":null},{"id":"W2003529130","doi":"10.1136/bmj.c1480","title":"Effect of preventive primary care outreach on health related quality of life among older adults at risk of functional decline: randomised controlled trial","year":2010,"lang":"en","type":"article","venue":"BMJ","topic":"Frailty in Older Adults","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Child and Family Research Institute; Wilfrid Laurier University; University of British Columbia; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Referral; Confidence interval; Quality of life (healthcare); Outreach; Family medicine; Intervention (counseling); Randomized controlled trial; Health care; Gerontology; Medical prescription; Nursing; Internal medicine","score_opus":0.012705270038668738,"score_gpt":0.31488982337010313,"score_spread":0.3021845533314344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003529130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98427016,0.00028680835,0.000017557555,0.00039502198,0.0008798631,0.012391218,0.00012237717,0.00003480785,0.0016021776],"genre_scores_gemma":[0.9980966,0.000021976588,0.000110665074,0.000066732675,0.00022687356,0.00033191597,0.00033407783,0.000028148997,0.0007830417],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99501395,0.0016172995,0.0019955242,0.0003465149,0.0008052051,0.00022148839],"domain_scores_gemma":[0.99238026,0.0041875606,0.0021846858,0.0005870201,0.000460542,0.0001999271],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0038129285,0.00024537146,0.0020835255,0.00013328885,0.00004888174,0.000002075229,0.00010425546,0.00026816336,0.00017395715],"category_scores_gemma":[0.00975934,0.00017613712,0.00069198076,0.00015063961,0.00021348511,0.000041536634,0.000058744034,0.0004811519,0.00000617437],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.91706175,0.0007457786,0.07075228,0.0019704797,0.0007627215,0.0000021364724,0.0012270105,0.000025060894,0.0010684887,0.0000066246093,0.0022160925,0.0041615674],"study_design_scores_gemma":[0.6405981,0.0032180627,0.3526235,0.0006118519,0.00029538086,0.0000018642871,0.00006107217,0.000063516374,0.0024263808,0.0000051456263,0.000007859223,0.000087239176],"about_ca_topic_score_codex":0.0007313012,"about_ca_topic_score_gemma":0.00039603107,"teacher_disagreement_score":0.2818712,"about_ca_system_score_codex":0.00011378432,"about_ca_system_score_gemma":0.000433887,"threshold_uncertainty_score":0.9985819},"labels":[],"label_agreement":null},{"id":"W2003842952","doi":"10.1016/j.ridd.2013.01.029","title":"Development of a frailty index for older people with intellectual disabilities: Results from the HA-ID study","year":2013,"lang":"en","type":"article","venue":"Research in Developmental Disabilities","topic":"Frailty in Older Adults","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Psychology; Intellectual disability; Gerontology; Index (typography); Frailty Index; Developmental psychology; Clinical psychology; Psychiatry; Medicine; World Wide Web","score_opus":0.13496234214899602,"score_gpt":0.3690579311340694,"score_spread":0.23409558898507335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003842952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98819876,0.00005980465,0.00008247962,0.0017599183,0.00008134132,0.0073334235,0.00016078512,0.000056505443,0.0022669777],"genre_scores_gemma":[0.9851693,0.000009205105,0.00834825,0.000063719446,0.00007522028,0.0035611398,0.00023948765,0.00006293188,0.0024707583],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9947624,0.00034895152,0.0012759847,0.000862131,0.0017422547,0.0010082793],"domain_scores_gemma":[0.97936255,0.018784817,0.000101158395,0.00085092656,0.0006341484,0.00026637365],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001998344,0.0003912226,0.0006807763,0.0002479847,0.0003470318,0.000108433785,0.00062385545,0.00011817022,0.0012366686],"category_scores_gemma":[0.010903424,0.00025063325,0.00008243366,0.0008772641,0.0013834855,0.00029616844,0.0005302646,0.0006620189,0.00016170154],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002310168,0.0025411916,0.4020886,0.00040833888,0.00030271377,0.0000024133135,0.5688867,0.0000059761746,0.00021368045,0.000041149957,0.010250816,0.012948239],"study_design_scores_gemma":[0.004754696,0.00053588004,0.4138868,0.0005093212,0.000010259411,0.0000074954714,0.57651573,0.000093606155,0.0012848262,0.00041571324,0.0017394692,0.0002462159],"about_ca_topic_score_codex":0.005860302,"about_ca_topic_score_gemma":0.014102979,"teacher_disagreement_score":0.018435866,"about_ca_system_score_codex":0.001126261,"about_ca_system_score_gemma":0.0014943728,"threshold_uncertainty_score":0.9999946},"labels":[],"label_agreement":null},{"id":"W2003905582","doi":"10.1136/ebm.12.6.182","title":"Review: some screening tests for dementia in older people are accurate and practical for use in primary care","year":2007,"lang":"en","type":"letter","venue":"Evidence-Based Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Dementia; Primary care; Gerontology; Older people; Medicine; Psychology; Family medicine; Internal medicine; Disease","score_opus":0.12997477808829025,"score_gpt":0.38871697637415653,"score_spread":0.2587421982858663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003905582","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013818287,0.19160427,0.0046560876,0.7930392,0.00046255137,0.008662952,0.00010453696,0.000073755815,0.000014827994],"genre_scores_gemma":[0.0015592789,0.01954326,0.020146724,0.948906,0.0047956784,0.001529823,0.0029166725,0.00019539661,0.00040714577],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949785,0.00022675881,0.0015039939,0.0012334308,0.0009887584,0.0010685729],"domain_scores_gemma":[0.98760253,0.009788552,0.00073831633,0.00087936653,0.00071367534,0.00027758366],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021800655,0.00075029634,0.0021327538,0.0009178719,0.00007805282,0.00003515569,0.00021219214,0.0008701723,0.00007020192],"category_scores_gemma":[0.016472412,0.0006229903,0.00020949444,0.0006246264,0.00025793703,0.00070249353,0.00008555505,0.0021323494,0.000004522588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077156,0.000075756136,0.03927318,0.0676316,0.00008035551,0.0011660826,0.00026411336,0.0000032999183,0.00004458685,8.94232e-7,0.8857483,0.0049402164],"study_design_scores_gemma":[0.0145160435,0.0015390769,0.13234484,0.40488315,0.0015677139,0.00018117463,0.00021889122,0.00030198187,0.00005614435,0.000015808073,0.4436163,0.0007588614],"about_ca_topic_score_codex":0.00036648655,"about_ca_topic_score_gemma":0.0009152262,"teacher_disagreement_score":0.44213206,"about_ca_system_score_codex":0.00059184356,"about_ca_system_score_gemma":0.0008190447,"threshold_uncertainty_score":0.99962217},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"editorial","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2004402393","doi":"10.1016/j.jgo.2013.04.002","title":"Improved targeting of cancer care for older patients: A systematic review of the utility of comprehensive geriatric assessment","year":2013,"lang":"en","type":"review","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; McGill University","funders":"","keywords":"Medicine; Polypharmacy; CINAHL; Geriatric oncology; Geriatrics; MEDLINE; Cancer; Systematic review; Intensive care medicine; Activities of daily living; Depression (economics); Gerontology; Internal medicine; Physical therapy; Psychiatry; Psychological intervention","score_opus":0.031085804666537653,"score_gpt":0.39425653892219875,"score_spread":0.3631707342556611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004402393","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034232915,0.98637277,0.000065904045,0.00013228736,0.0018855885,0.010839598,0.00024386866,0.000004441279,0.00011320301],"genre_scores_gemma":[0.0005401188,0.9953944,0.003068065,0.000098193384,0.00035497316,0.00037721478,0.00003733527,0.00005767543,0.000072033676],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99141467,0.0011860513,0.0060384795,0.00030371145,0.00071461144,0.00034249245],"domain_scores_gemma":[0.9737013,0.0017186375,0.01762273,0.00069229724,0.006123601,0.00014146116],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001188279,0.0004965128,0.009655691,0.00039336953,0.00004646669,0.0000051320235,0.00066477264,0.00050320453,0.00021932468],"category_scores_gemma":[0.0018894034,0.00027579066,0.0023850272,0.00080113864,0.00014107449,0.00007647735,0.00019212718,0.0007429804,8.2071966e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038908332,0.00038697885,0.00009302834,0.90969867,0.0012376808,0.0000025737934,0.00016241633,2.7689424e-7,0.000009773716,0.0000015750942,0.0045480244,0.08382012],"study_design_scores_gemma":[0.004097311,0.00274472,0.00077341835,0.8299771,0.03824721,0.00012585701,0.000513861,0.000022180002,0.000015974703,0.0000054950515,0.12316899,0.00030786096],"about_ca_topic_score_codex":0.000094430376,"about_ca_topic_score_gemma":0.0000063561683,"teacher_disagreement_score":0.11862097,"about_ca_system_score_codex":0.0009495722,"about_ca_system_score_gemma":0.0042796317,"threshold_uncertainty_score":0.9999694},"labels":[],"label_agreement":null},{"id":"W2004701681","doi":"10.1590/s0103-21002013000400004","title":"Avaliação da fragilidade de idosos institucionalizados","year":2013,"lang":"pt","type":"article","venue":"Acta Paulista de Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology","score_opus":0.03819305195433484,"score_gpt":0.3078159234413399,"score_spread":0.26962287148700503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004701681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85641325,0.0030352753,0.00418024,0.043430813,0.003308552,0.0041012997,0.0004375111,0.0010278763,0.08406516],"genre_scores_gemma":[0.9296648,0.0002403569,0.0012919982,0.010337243,0.0013962147,0.00026179024,0.00033422236,0.00022033155,0.056253076],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99405974,0.00048918824,0.0011266847,0.0011016714,0.0011069583,0.002115738],"domain_scores_gemma":[0.9951966,0.000564438,0.000370201,0.0019305558,0.00043451006,0.0015036917],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00072809745,0.000958618,0.0010012918,0.00036093625,0.00034477186,0.000549121,0.0011170477,0.00086548255,0.016949374],"category_scores_gemma":[0.0018820326,0.0009826925,0.00040139412,0.0006424911,0.00040379076,0.0009274335,0.00037596608,0.0017389909,0.011721089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023250809,0.0012455481,0.049174514,0.0017399617,0.0008287658,0.002037326,0.012291785,0.00007264702,0.052266277,0.0025025187,0.86806357,0.00954458],"study_design_scores_gemma":[0.011701794,0.000935059,0.34838462,0.0030159154,0.0015338585,0.0020317265,0.005677325,0.018784797,0.010828866,0.0017796675,0.59216195,0.0031643817],"about_ca_topic_score_codex":0.002064513,"about_ca_topic_score_gemma":0.000118024305,"teacher_disagreement_score":0.29921013,"about_ca_system_score_codex":0.0010797475,"about_ca_system_score_gemma":0.0012258065,"threshold_uncertainty_score":0.99926233},"labels":[],"label_agreement":null},{"id":"W2005403243","doi":"10.1097/ta.0b013e3182542fab","title":"Are the frail destined to fail? Frailty index as predictor of surgical morbidity and mortality in the elderly","year":2012,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":535,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"American College of Surgeons; American Association for the Surgery of Trauma","keywords":"Medicine; Frailty Index; Logistic regression; Odds ratio; Population; Emergency medicine; Internal medicine; Intensive care medicine; Environmental health","score_opus":0.04406951792926201,"score_gpt":0.3538802005691423,"score_spread":0.3098106826398803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005403243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919595,0.0010935543,0.000112820235,0.005692192,0.0003172003,0.0003287645,0.000031064403,0.000011946128,0.0004529323],"genre_scores_gemma":[0.99870694,0.00011853011,0.000017335362,0.0004657498,0.0006498869,0.000007870239,0.0000015185177,0.000013526367,0.000018635272],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792695,0.0004731722,0.0005609749,0.00012312976,0.0006080749,0.00030772717],"domain_scores_gemma":[0.99780256,0.0009421161,0.00016437938,0.00030602206,0.0005165347,0.00026839387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014980219,0.00018534843,0.0003936118,0.00009003193,0.00020237808,0.00003768467,0.00016935886,0.00014503783,0.00008354971],"category_scores_gemma":[0.0014681073,0.00008998924,0.00011515175,0.0002647899,0.0005266866,0.00020360218,0.000051883173,0.0007927736,0.0000025697768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005042438,0.00019206543,0.9853541,0.00023019442,0.000059615322,0.000022591841,0.0088811545,0.0000044564144,0.000076803255,0.00036086247,0.0019833988,0.0023304871],"study_design_scores_gemma":[0.0011106126,0.0015784911,0.9831987,0.00020092742,0.0003375693,0.0012004714,0.009025418,0.000008545591,0.00035086807,0.0008166946,0.00207024,0.00010146148],"about_ca_topic_score_codex":0.00075345003,"about_ca_topic_score_gemma":0.00051232,"teacher_disagreement_score":0.0067474213,"about_ca_system_score_codex":0.000054155666,"about_ca_system_score_gemma":0.000067250985,"threshold_uncertainty_score":0.36696547},"labels":[],"label_agreement":null},{"id":"W2006661109","doi":"10.1111/jgs.13111","title":"Cognitive Function in the Prefrailty and Frailty Syndrome","year":2014,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":173,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Atlantic Philanthropies","keywords":"Medicine; Cognition; Weakness; Gerontology; Recall; Population; Physical medicine and rehabilitation; Physical therapy; Psychiatry; Psychology; Surgery","score_opus":0.01727443523841569,"score_gpt":0.27474198533534416,"score_spread":0.25746755009692845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006661109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900369,0.00032817785,0.001238127,0.0074883015,0.00028696223,0.00023402213,0.0000050504127,0.0000086672135,0.00037380823],"genre_scores_gemma":[0.9937045,0.0002927957,0.0008597108,0.004655407,0.00031279298,0.00000385356,0.0000010286869,0.000016063676,0.00015387061],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984754,0.00025155683,0.00039093825,0.00013912286,0.0005307542,0.00021227504],"domain_scores_gemma":[0.99817926,0.0005738781,0.0007235031,0.00024526045,0.00019280119,0.00008530814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012072948,0.00014008634,0.0003866592,0.00005101613,0.00011255212,0.00003607052,0.0002285069,0.000056209446,0.000011287662],"category_scores_gemma":[0.0006873786,0.0000746071,0.00031246943,0.00070931134,0.0003396472,0.00010769538,0.00007332174,0.00069973234,0.0000035811518],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020840312,0.0015735711,0.66664666,0.0004509535,0.0017725291,0.00011748703,0.028688958,0.00015811677,0.0053846454,0.00028905176,0.105837926,0.18699607],"study_design_scores_gemma":[0.0019873406,0.0013202323,0.98428106,0.00010989798,0.00044799442,0.0014970261,0.003707532,0.0002725995,0.00004081197,0.0005935518,0.0056264647,0.000115460476],"about_ca_topic_score_codex":0.0000612147,"about_ca_topic_score_gemma":0.0000066070593,"teacher_disagreement_score":0.31763443,"about_ca_system_score_codex":0.000086742744,"about_ca_system_score_gemma":0.000107087464,"threshold_uncertainty_score":0.30423895},"labels":[],"label_agreement":null},{"id":"W2008230741","doi":"10.1038/512253d","title":"Ageing: Develop models of frailty","year":2014,"lang":"en","type":"letter","venue":"Nature","topic":"Frailty in Older Adults","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Ageing; Biology; Genetics","score_opus":0.03240440588060869,"score_gpt":0.2921844212743128,"score_spread":0.25978001539370416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008230741","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00095257355,0.00165182,0.00021338204,0.9620965,0.0009951337,0.0004825947,0.00007750689,0.00013996527,0.03339053],"genre_scores_gemma":[0.019885996,0.000044481527,0.0043779365,0.93755,0.004456058,0.000014773652,0.0010211192,0.0001169094,0.032532725],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99788046,0.000050768092,0.00037801734,0.00046261965,0.0008564306,0.00037169253],"domain_scores_gemma":[0.9981251,0.00016313887,0.00023400446,0.00086167647,0.0005404421,0.000075683856],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00013631584,0.00036799317,0.00078554626,0.00020968006,0.000027603903,0.000010898243,0.00035517127,0.01108319,0.00020884682],"category_scores_gemma":[0.00045055628,0.00030657597,0.0001926175,0.00027661116,0.00008934344,0.000054955995,0.00008276048,0.016716855,0.000078138764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018980965,0.000016480488,0.000025652578,0.0009633402,0.00012893279,0.00065348466,0.000103646504,0.000006515653,0.00016879874,0.00004991699,0.9961023,0.0017619757],"study_design_scores_gemma":[0.00077313685,0.00007617929,0.00032336166,0.00095042796,0.00016415822,0.00015333961,0.0000036716112,0.00013785616,0.0010007406,0.0012079361,0.9949245,0.00028467787],"about_ca_topic_score_codex":0.000024815894,"about_ca_topic_score_gemma":0.0000062492863,"teacher_disagreement_score":0.024546495,"about_ca_system_score_codex":0.00009283631,"about_ca_system_score_gemma":0.00027463096,"threshold_uncertainty_score":0.9999386},"labels":[],"label_agreement":null},{"id":"W2009245355","doi":"10.1007/s12603-009-0085-y","title":"Effect of smoking on the accumulation of deficits, frailty and survival in older adults: A secondary analysis from the Canadian study of health and aging","year":2009,"lang":"en","type":"article","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Demography; Gerontology; Longevity; Cohort; Cohort study; Internal medicine","score_opus":0.04555475276626537,"score_gpt":0.36100346790214494,"score_spread":0.3154487151358796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009245355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9689571,0.006283326,0.00004889884,0.023760717,0.00004918712,0.00086562475,0.000021323236,0.000003205478,0.000010589983],"genre_scores_gemma":[0.9978515,0.0007709821,0.00004605154,0.0012441786,0.00006574988,0.0000024127523,0.000009701161,0.000008704238,7.3119355e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99656254,0.0015845116,0.0010266976,0.0001254449,0.00047541098,0.00022537286],"domain_scores_gemma":[0.99634343,0.0020282755,0.0010707189,0.0002507036,0.00016611649,0.00014073163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052690334,0.00013395584,0.0007166345,0.0004486285,0.0002188793,0.000013115232,0.00012935263,0.000042252967,0.000008564352],"category_scores_gemma":[0.00030459493,0.00007444395,0.000075641656,0.0006429172,0.00006264974,0.000092544986,0.00001673296,0.0005525178,4.145158e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014330246,0.0008383704,0.7899356,0.0012500563,0.00054450857,0.000010421808,0.08025616,0.0006082545,0.0001266534,0.000029686498,0.00019525697,0.124772],"study_design_scores_gemma":[0.005199351,0.0026242842,0.9746847,0.004004122,0.00025073678,0.000020226626,0.012020352,0.0009333092,0.00011758936,0.00008257093,0.00000996703,0.00005277945],"about_ca_topic_score_codex":0.12870167,"about_ca_topic_score_gemma":0.07616837,"teacher_disagreement_score":0.1847491,"about_ca_system_score_codex":0.00020846128,"about_ca_system_score_gemma":0.0002827677,"threshold_uncertainty_score":0.94068915},"labels":[],"label_agreement":null},{"id":"W2009707138","doi":"10.1016/j.archger.2011.06.021","title":"Survey disability questionnaire does not generate valid accurate data compared to clinical assessment on an older population","year":2011,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Spinal Muscular Atrophy Foundation","keywords":"Intraclass correlation; Population; Rating scale; Interview; Scale (ratio); Medicine; Psychology; Physical therapy; Gerontology; Family medicine; Clinical psychology; Psychometrics; Environmental health","score_opus":0.21259678627407952,"score_gpt":0.43876856571653894,"score_spread":0.22617177944245942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009707138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940267,0.000049606297,0.0035593947,0.00081105606,0.0005980945,0.00046147703,0.0002588263,0.000039674876,0.00019512865],"genre_scores_gemma":[0.98547417,0.00008641799,0.0131002525,0.00028322713,0.00015524279,0.000009590224,0.0008060807,0.000013623034,0.00007139714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99744004,0.00090202095,0.00065663806,0.0006185033,0.00015159253,0.00023118104],"domain_scores_gemma":[0.9978216,0.00062820566,0.00020275616,0.0010445233,0.0000612227,0.00024168596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010021388,0.00017714324,0.00051941315,0.00006867229,0.000087363565,0.0000104069495,0.00026750265,0.00012303908,0.000032524094],"category_scores_gemma":[0.00073572923,0.00013276284,0.0000476805,0.00008289104,0.00029506636,0.00015148487,0.00020090124,0.00022396055,0.0000033986942],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011607273,0.0007419291,0.9641885,0.000067128,0.00005888508,0.000006139989,0.0007104614,0.000008740695,0.00006197937,0.0002910723,0.000115085815,0.03258936],"study_design_scores_gemma":[0.0012403514,0.00076595746,0.99474275,0.000039342878,0.00008360298,0.0000072046532,0.000048366488,0.0024090563,0.00008781756,0.0003952486,0.000035459434,0.00014486695],"about_ca_topic_score_codex":0.002086133,"about_ca_topic_score_gemma":0.0062628943,"teacher_disagreement_score":0.032444492,"about_ca_system_score_codex":0.000016758506,"about_ca_system_score_gemma":0.000060892136,"threshold_uncertainty_score":0.5413912},"labels":[],"label_agreement":null},{"id":"W2010597437","doi":"10.1136/bmjopen-2014-007250","title":"Protocol for the PREHAB study—Pre-operative Rehabilitation for reduction of Hospitalization After coronary Bypass and valvular surgery: a randomised controlled trial","year":2015,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint John Regional Hospital; Dalhousie University; University of Alberta; McGill University; University of Manitoba; Winnipeg Regional Health Authority; Jewish General Hospital; Research Manitoba; St. Boniface Hospital","funders":"Canadian Institutes of Health Research; University of Manitoba; Manitoba Health Research Council; Heart and Stroke Foundation of Canada","keywords":"Medicine; Randomized controlled trial; Physical therapy; Population; Rehabilitation; Cardiac surgery; Blinding; Surgery","score_opus":0.08159406486914471,"score_gpt":0.44075224733276164,"score_spread":0.3591581824636169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010597437","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21327557,0.000008427392,0.001377758,0.0019184676,0.00019875474,0.7831478,0.000014027844,0.000014033315,0.000045180037],"genre_scores_gemma":[0.33379003,1.8428625e-7,0.0011175973,0.00003088238,0.00014360034,0.6643687,0.000020274132,0.000018209546,0.0005105365],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99822193,0.0003895376,0.0006843685,0.0002801239,0.00029307348,0.00013096916],"domain_scores_gemma":[0.99664897,0.0018461514,0.00035046492,0.0003428402,0.0007435218,0.0000680502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035481674,0.00014767214,0.0007014713,0.000061256374,0.00007508907,0.00005710055,0.00009867196,0.00007130259,0.000016237662],"category_scores_gemma":[0.006407548,0.00009167299,0.00014941281,0.000101725185,0.00008707192,0.0002905073,0.000058558817,0.00004737471,5.68072e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9776482,0.0009096573,0.0035730898,0.00025399023,0.0003023361,7.600438e-7,0.007370437,0.00003981721,0.00007756524,0.000020729969,0.008480941,0.0013224981],"study_design_scores_gemma":[0.9636724,0.0119070085,0.016950218,0.00028208457,0.00038219846,0.000006631477,0.0030920221,0.0022970173,0.00014242818,0.000299938,0.0008325051,0.00013554147],"about_ca_topic_score_codex":0.000063527004,"about_ca_topic_score_gemma":0.00002280557,"teacher_disagreement_score":0.12051446,"about_ca_system_score_codex":0.000068544796,"about_ca_system_score_gemma":0.00037148508,"threshold_uncertainty_score":0.76708966},"labels":[],"label_agreement":null},{"id":"W2010828005","doi":"10.1108/jica-11-2013-0045","title":"Joining up care around the individual – lessons from Vancouver","year":2014,"lang":"en","type":"article","venue":"Journal of Integrated Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Originality; Function (biology); Value (mathematics); Health care; Institution; Nursing; Point (geometry); Psychology; Medicine; Gerontology; Computer science; Sociology; Political science; Social psychology","score_opus":0.02989660064319393,"score_gpt":0.2945210990998032,"score_spread":0.26462449845660924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010828005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774542,0.004540258,0.0009621784,0.004095452,0.004977523,0.00023180745,0.00018416518,0.000050638148,0.007503818],"genre_scores_gemma":[0.9956682,0.000043009924,0.00095257396,0.001648807,0.0010816462,0.0000028301408,0.000076655786,0.000035180285,0.0004911017],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9982743,0.00013608007,0.0005085916,0.00016298698,0.0006711196,0.00024690529],"domain_scores_gemma":[0.9974696,0.00024977035,0.0003853127,0.00034207315,0.0013782609,0.00017496197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000233219,0.00021179505,0.000438347,0.00014151621,0.00012507015,0.00007949785,0.00034906884,0.00016641337,0.00019764349],"category_scores_gemma":[0.000760446,0.00011885187,0.0002455957,0.00022791277,0.00008464296,0.00014243956,0.000046077323,0.0011487188,0.000023337678],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007161493,0.00011414471,0.06377251,0.0001892095,0.0014419294,0.00042930487,0.10272484,0.00031171023,0.0040332437,0.000152056,0.49003705,0.33607784],"study_design_scores_gemma":[0.0068777693,0.0016433707,0.030620886,0.0030871562,0.0013355844,0.0004729991,0.56665456,0.00021365944,0.0129801305,0.0003303972,0.37534723,0.0004362436],"about_ca_topic_score_codex":0.00034015367,"about_ca_topic_score_gemma":0.0013569744,"teacher_disagreement_score":0.4639297,"about_ca_system_score_codex":0.00034040256,"about_ca_system_score_gemma":0.0004558638,"threshold_uncertainty_score":0.49906752},"labels":[],"label_agreement":null},{"id":"W2010841956","doi":"10.5770/cgj.15.27","title":"Frailty in Older Adults Using Pre-hospital Care and the Emergency Department: A Narrative Review","year":2012,"lang":"en","type":"review","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; CINAHL; Conceptualization; Emergency department; Gerontology; Checklist; MEDLINE; Triage; Emergency medical services; Population; Health care; Medical emergency; Nursing; Psychological intervention","score_opus":0.028888209295550766,"score_gpt":0.3209611351139498,"score_spread":0.29207292581839905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010841956","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034542245,0.992566,0.0000048942043,0.00061913126,0.0018999522,0.0038822708,0.0001719475,0.000010350635,0.00050001283],"genre_scores_gemma":[0.0002765125,0.9972687,0.00023009098,0.0002555242,0.0013795019,0.00011860776,0.00013491642,0.00009818553,0.00023797965],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99626315,0.00048706695,0.0014138381,0.00044506532,0.00046613676,0.00092472543],"domain_scores_gemma":[0.99671775,0.00010505334,0.00085785653,0.00052480743,0.00039933654,0.001395213],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00079882465,0.00064887374,0.00219929,0.0006062909,0.00034816776,0.00006860099,0.00036645177,0.00043965835,0.0005076286],"category_scores_gemma":[0.00058208435,0.000432886,0.0006460577,0.0009578898,0.00012661605,0.0001956049,0.000072557865,0.0018093948,0.000020201025],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002500434,0.000042489977,0.00023396085,0.052482374,0.0002940493,0.00040984992,0.011206033,2.6822235e-7,5.0073026e-9,0.000016792248,0.010658986,0.92463017],"study_design_scores_gemma":[0.0019707412,0.00008231709,0.00024360996,0.07086489,0.003129287,0.002647363,0.0006218115,0.000004494807,2.1800064e-8,0.000010319925,0.919943,0.00048215713],"about_ca_topic_score_codex":0.0063202917,"about_ca_topic_score_gemma":0.02509384,"teacher_disagreement_score":0.924148,"about_ca_system_score_codex":0.0018366902,"about_ca_system_score_gemma":0.00353398,"threshold_uncertainty_score":0.9998123},"labels":[],"label_agreement":null},{"id":"W2011155516","doi":"10.1016/j.jtcvs.2014.07.087","title":"The impact of frailty on outcomes after cardiac surgery: A systematic review","year":2014,"lang":"en","type":"review","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":446,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Manitoba Health; University of Manitoba; St. Boniface Hospital; Dalhousie University; Seven Oaks General Hospital; University of British Columbia","funders":"Pfizer Canada; Manitoba Health Research Council; Pfizer","keywords":"Medicine; Intensive care medicine","score_opus":0.04429160278429464,"score_gpt":0.3656855620323069,"score_spread":0.3213939592480123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011155516","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012826189,0.9971293,0.000030252066,0.00008921725,0.00090903183,0.0015653515,0.00005842335,0.0000137369125,0.00007643248],"genre_scores_gemma":[0.00077652466,0.99824697,0.000015306146,0.00008338534,0.000440579,0.00011061185,0.000017388234,0.00010707118,0.00020214597],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99064267,0.003278153,0.0034944427,0.00036378833,0.0017550713,0.00046586688],"domain_scores_gemma":[0.9869373,0.0074608237,0.002670482,0.0019460585,0.00061392505,0.00037141802],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.01670633,0.00080139714,0.020489663,0.0005341272,0.00008569704,0.00006155213,0.00027972343,0.0003762064,0.000019770096],"category_scores_gemma":[0.006431505,0.00036575244,0.037765626,0.000514996,0.00016631652,0.00010568695,0.000081364036,0.0009627096,0.000022743994],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044784,0.000034332843,0.00036556303,0.59677315,0.023364002,0.00022758271,0.000009685036,3.5998625e-7,7.503415e-9,3.868212e-7,0.00880722,0.37037292],"study_design_scores_gemma":[0.00005808139,0.00007577107,0.0005273404,0.7618212,0.042925116,0.0021115087,0.00000915079,3.5587365e-7,3.50377e-7,0.0000041260932,0.19215128,0.0003157364],"about_ca_topic_score_codex":0.000019735338,"about_ca_topic_score_gemma":3.0813672e-7,"teacher_disagreement_score":0.3700572,"about_ca_system_score_codex":0.00020971928,"about_ca_system_score_gemma":0.00096174376,"threshold_uncertainty_score":0.9998794},"labels":[],"label_agreement":null},{"id":"W2012142584","doi":"10.1016/j.critrevonc.2009.04.005","title":"Clinical experience of cancer specialists and geriatricians involved in cancer care of older patients: A qualitative study","year":2009,"lang":"en","type":"article","venue":"Critical Reviews in Oncology/Hematology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Jewish General Hospital; McGill University","funders":"National Cancer Institute; McGill University","keywords":"Cancer; Geriatric oncology; Medicine; Qualitative research; Geriatrics; Family medicine; Grounded theory; Older people; Gerontology; Health care; Internal medicine; Psychiatry","score_opus":0.09402092157403291,"score_gpt":0.5330545663960128,"score_spread":0.4390336448219799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012142584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9451788,0.04963096,0.000019939473,0.002236737,0.0004456658,0.0020077808,0.000023101104,0.000009947118,0.0004470637],"genre_scores_gemma":[0.98782396,0.009279334,0.0011441594,0.0012406782,0.00007638409,0.00040249858,0.000006444844,0.00001377695,0.000012778411],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994953,0.0014688042,0.0023374243,0.00058883405,0.00023289573,0.00041905555],"domain_scores_gemma":[0.9967804,0.0018542266,0.00035008343,0.0003717098,0.00047894267,0.000164619],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009344671,0.0002509818,0.00254459,0.00022663144,0.000021303498,0.0000029131506,0.00019568908,0.00036088773,0.00015591968],"category_scores_gemma":[0.008880705,0.00021086451,0.00013151285,0.00051993236,0.00093155954,0.00008326489,0.00008848381,0.0005068892,0.0000033010551],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034595004,0.004063823,0.8073123,0.00089610595,0.00002429253,0.000117552525,0.10924998,1.3995282e-7,0.00002665676,0.0023380362,0.0004394916,0.07518566],"study_design_scores_gemma":[0.010825356,0.006032709,0.903453,0.0050257803,0.0002612329,0.000017152683,0.06877593,0.000012904207,0.00021411102,0.0008553863,0.0041316818,0.00039476893],"about_ca_topic_score_codex":0.0005491296,"about_ca_topic_score_gemma":0.005793897,"teacher_disagreement_score":0.09614067,"about_ca_system_score_codex":0.00029717133,"about_ca_system_score_gemma":0.00033185823,"threshold_uncertainty_score":0.9994679},"labels":[],"label_agreement":null},{"id":"W2012592804","doi":"10.1177/136140960400900314","title":"European collaboration in nursing research: Looking to the future","year":2004,"lang":"en","type":"article","venue":"Journal of Research in Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Nursing research; Nursing; Medicine","score_opus":0.07852582655203644,"score_gpt":0.48747043299920334,"score_spread":0.4089446064471669,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012592804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6820011,0.0033215974,0.00027137305,0.2932062,0.0008942856,0.00081450946,0.0000014008218,0.000012038116,0.01947753],"genre_scores_gemma":[0.99406946,0.00026733713,0.002947199,0.00015713648,0.00236941,0.0000035248775,0.0000012736147,0.000037492522,0.00014719358],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99436283,0.0016115435,0.0006215245,0.0002271635,0.002364828,0.0008121262],"domain_scores_gemma":[0.9974112,0.00043065823,0.0001032593,0.00035277315,0.0013934894,0.00030860552],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.014405095,0.00011299281,0.0002624235,0.0022336587,0.0002580522,0.00018219536,0.00042053737,0.00008615513,0.00001121917],"category_scores_gemma":[0.0019350796,0.00008301134,0.00005687169,0.0041802702,0.00033731625,0.00032350695,0.00004527768,0.0029859294,0.000037117414],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023758793,0.0014483543,0.0056273616,0.00015041757,0.00002456735,0.00411428,0.07706328,0.0048971972,0.016456353,0.002704966,0.0377137,0.8474237],"study_design_scores_gemma":[0.02398477,0.009827214,0.29730022,0.22746703,0.00005932304,0.0058315117,0.27170914,0.00075623265,0.013885894,0.07338587,0.075011306,0.00078147795],"about_ca_topic_score_codex":0.00002892883,"about_ca_topic_score_gemma":0.00017657143,"teacher_disagreement_score":0.8466422,"about_ca_system_score_codex":0.0033594028,"about_ca_system_score_gemma":0.0008231167,"threshold_uncertainty_score":0.99931425},"labels":[],"label_agreement":null},{"id":"W2013267878","doi":"10.1503/cjs.025411","title":"Outcome 1 year after digestive surgery in malnourished, elderly patients, with an emphasis on quality of life analysis","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Observational study; Prospective cohort study; Surgery; General surgery; Pediatrics; Internal medicine","score_opus":0.04164424521791047,"score_gpt":0.2708648819733114,"score_spread":0.2292206367554009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013267878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99811476,0.00014218088,0.000010821571,0.0011623325,0.00020240365,0.00017155036,0.00007287361,0.0000048989587,0.0001181639],"genre_scores_gemma":[0.998954,0.000011726152,0.00015623796,0.000617138,0.00009597518,0.000007751507,0.000031331278,0.000029459712,0.000096377364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973103,0.00021946791,0.0013015425,0.00021321033,0.0005192716,0.0004362018],"domain_scores_gemma":[0.99605656,0.00088320335,0.0005947152,0.00039358906,0.0007359317,0.0013360285],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009186385,0.00020877474,0.0012489175,0.0021610754,0.000030233947,0.000036802572,0.000108361906,0.00012495657,0.0011463193],"category_scores_gemma":[0.0015808915,0.00016633346,0.00042749188,0.0009869715,0.00013781624,0.00039485216,0.0000058130813,0.00034951096,0.000015479658],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042857864,0.0001569174,0.9930689,0.00004928558,0.0005084708,0.0002022678,0.00027548944,0.00003434808,9.892369e-7,0.000001410633,0.002187228,0.0030861644],"study_design_scores_gemma":[0.00064566394,0.00021862352,0.9980219,0.00025701278,0.0002240897,0.00000613817,0.0002447024,0.000004192148,0.000010051532,0.0000078755,0.00018388525,0.00017586246],"about_ca_topic_score_codex":0.026678711,"about_ca_topic_score_gemma":0.032735728,"teacher_disagreement_score":0.006057014,"about_ca_system_score_codex":0.0002692139,"about_ca_system_score_gemma":0.0016243358,"threshold_uncertainty_score":0.99976677},"labels":[],"label_agreement":null},{"id":"W2013571178","doi":"10.1016/j.healun.2015.01.494","title":"Inclusion of Cognitive and Mood Domains in the Assessment of Frailty Enhances Outcome Prediction in Heart Transplant-Eligible Patients With Advanced Heart Failure","year":2015,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Medicine; Internal medicine; Depression (economics); Mood; Ejection fraction; Montreal Cognitive Assessment; Gerontology; Population; Cognitive decline; Proportional hazards model; Physical therapy; Dementia; Psychiatry; Disease","score_opus":0.014724219963219353,"score_gpt":0.3120133245638393,"score_spread":0.2972891046006199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013571178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962393,0.00023712985,0.0006294253,0.0022398243,0.000046979418,0.00051652914,0.000047837282,0.0000030412389,0.00003993002],"genre_scores_gemma":[0.9984631,0.0002684426,0.0010992535,0.000108066495,0.000018939736,0.000004367977,0.000027891569,0.000006954438,0.0000029787645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99859554,0.0002097073,0.0004946041,0.00008519871,0.0005014112,0.00011354936],"domain_scores_gemma":[0.9992395,0.00032155152,0.00015544874,0.00006939331,0.00016136398,0.00005273027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092562346,0.000105815336,0.00032650854,0.00014698537,0.000055870074,0.000005424001,0.000047947928,0.000053422613,0.0000031475654],"category_scores_gemma":[0.00002231895,0.00005765983,0.00003052108,0.00016896501,0.00009405928,0.0002355334,0.00000755864,0.0002621008,9.0334275e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026786448,0.000249476,0.9656982,0.0003038151,0.00003365476,0.0000037260063,0.019537084,0.00016683651,0.011145383,0.000006620089,0.000049550403,0.00012700095],"study_design_scores_gemma":[0.008877298,0.0021373203,0.9798998,0.0018451628,0.00023714034,0.00021449183,0.0019104062,0.00021918849,0.004519267,0.00006053948,0.000022124364,0.000057259425],"about_ca_topic_score_codex":0.00008437725,"about_ca_topic_score_gemma":0.0004550583,"teacher_disagreement_score":0.017626677,"about_ca_system_score_codex":0.000027077662,"about_ca_system_score_gemma":0.0000754084,"threshold_uncertainty_score":0.23512995},"labels":[],"label_agreement":null},{"id":"W2014767809","doi":"10.1007/s00198-014-2828-9","title":"A Frailty Index predicts 10-year fracture risk in adults age 25 years and older: results from the Canadian Multicentre Osteoporosis Study (CaMos)","year":2014,"lang":"en","type":"article","venue":"Osteoporosis International","topic":"Frailty in Older Adults","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Veterans Affairs Canada; Osteoporosis Canada; McMaster University; St. Joseph’s Healthcare Hamilton; McMaster University Medical Centre; St. Peter's Hospital","funders":"Canadian Institutes of Health Research; Dalhousie University; Osteoporosis Canada; Amgen","keywords":"Medicine; Osteoporosis; Hazard ratio; Body mass index; Femoral neck; Hip fracture; Prospective cohort study; Population; Internal medicine; Proportional hazards model; Physical therapy; Gerontology; Confidence interval","score_opus":0.010342325828205042,"score_gpt":0.2511007446688963,"score_spread":0.24075841884069127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014767809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9856959,0.00007765908,0.000007704779,0.0052669425,0.0006216183,0.0014145555,0.001363589,0.000077075194,0.005474945],"genre_scores_gemma":[0.9945875,0.00006149144,0.00045360814,0.0015762195,0.00056636357,0.00007853393,0.0009821387,0.000059205995,0.0016349326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965574,0.00024979224,0.00073709147,0.00088620733,0.0010610006,0.00050849793],"domain_scores_gemma":[0.99743396,0.0007167079,0.00032813856,0.00081785495,0.0002567228,0.00044658894],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00066456996,0.00037709464,0.00043843949,0.00028383362,0.00019746907,0.0001855083,0.0005612278,0.00032564742,0.0008869745],"category_scores_gemma":[0.00260777,0.0003122436,0.00011293252,0.00026823257,0.00017990702,0.0002207429,0.00019303974,0.0008558001,0.00015149616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009346439,0.0004834858,0.9345672,0.000015217602,0.00021717112,0.00013176385,0.030212749,0.00008347498,0.000018687277,0.0000101420055,0.019383447,0.013942011],"study_design_scores_gemma":[0.016324248,0.00031772765,0.9504165,0.0004990259,0.00011348566,0.000013447116,0.004665383,0.0019842284,0.00003305359,0.00006891218,0.025279917,0.00028407684],"about_ca_topic_score_codex":0.37878907,"about_ca_topic_score_gemma":0.8013785,"teacher_disagreement_score":0.42258942,"about_ca_system_score_codex":0.00047640473,"about_ca_system_score_gemma":0.00022092373,"threshold_uncertainty_score":0.99993294},"labels":[],"label_agreement":null},{"id":"W2014886210","doi":"10.1016/j.apmr.2009.10.007","title":"Responsiveness of Mobility, Daily Living, and Instrumental Activities of Daily Living Outcome Measures for Geriatric Rehabilitation","year":2010,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Université Laval; Institut Universitaire de Gériatrie de Montréal; Université de Sherbrooke; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Activities of daily living; Rehabilitation; Geriatric rehabilitation; Medicine; Physical therapy; Gerontology; Physical medicine and rehabilitation","score_opus":0.014043194899695048,"score_gpt":0.3058122463007854,"score_spread":0.2917690514010904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014886210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99640065,0.00013201563,0.00030548582,0.0018295972,0.00011721797,0.00096642214,0.000029170977,0.000016435177,0.00020299658],"genre_scores_gemma":[0.9873871,0.000018547395,0.012313571,0.000019442221,0.00013298688,0.000058706002,0.00000891334,0.000018301509,0.000042400963],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99835336,0.00018159545,0.00064102485,0.00032183944,0.00034502643,0.00015714916],"domain_scores_gemma":[0.97238994,0.026717922,0.00031685655,0.0003030075,0.00017163987,0.00010065574],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006457043,0.00017598564,0.00069391285,0.00036849207,0.000052641837,0.0000033222846,0.00007759779,0.00006569937,0.000006171647],"category_scores_gemma":[0.01600093,0.00013630315,0.00015809403,0.00016868256,0.0019440746,0.0001804533,0.00007365386,0.00018387151,8.8704404e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091845397,0.00079294195,0.20367175,0.0052539445,0.000073906944,1.7770489e-7,0.06392337,0.000005000933,0.666717,0.002200759,0.000036539474,0.056406133],"study_design_scores_gemma":[0.0017238812,0.011589058,0.9571156,0.0018985837,0.000198819,0.000004878656,0.01404649,0.0006777329,0.005498728,0.007073542,0.000045478417,0.00012723418],"about_ca_topic_score_codex":0.00017273525,"about_ca_topic_score_gemma":0.000051921455,"teacher_disagreement_score":0.75344384,"about_ca_system_score_codex":0.000011858008,"about_ca_system_score_gemma":0.00006537571,"threshold_uncertainty_score":0.9922877},"labels":[],"label_agreement":null},{"id":"W2014984081","doi":"10.1097/ccm.0000000000000860","title":"Long-Term Association Between Frailty and Health-Related Quality of Life Among Survivors of Critical Illness","year":2015,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":267,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Alberta Hospital; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Odds ratio; Quality of life (healthcare); Observational study; Odds; Logistic regression; Cohort study; Prospective cohort study; Internal medicine; Depression (economics); Visual analogue scale; Severity of illness; Physical therapy","score_opus":0.10981833498733717,"score_gpt":0.4088658759476825,"score_spread":0.2990475409603453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014984081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95901394,0.0040353844,0.0005823502,0.03404048,0.000597149,0.00039968287,0.000093630275,0.00007048496,0.0011669146],"genre_scores_gemma":[0.99867374,0.000021471711,0.00014754302,0.00048547483,0.00036121847,0.000009873233,0.0001780779,0.000031542913,0.00009109043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959001,0.00046227532,0.0014978185,0.00039046304,0.0012847594,0.00046460555],"domain_scores_gemma":[0.9936671,0.002612218,0.00023957978,0.00042188488,0.0018782347,0.0011809472],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00232309,0.00023774135,0.0015090975,0.0001558658,0.000061250845,0.0000061990067,0.0001274367,0.0003551729,0.00014109659],"category_scores_gemma":[0.041705806,0.00020069287,0.00009369169,0.00034140595,0.0015669148,0.00011916238,0.00008742374,0.0005087944,0.00000495663],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009213865,0.00013080008,0.9859243,0.0039719613,0.00007691374,0.0000169827,0.0048918272,2.0842646e-7,0.000072293224,0.0011883806,0.000827064,0.0028071222],"study_design_scores_gemma":[0.0035977124,0.0013702587,0.9871214,0.0011193107,0.0003196323,0.000008399919,0.0053156726,0.0000139651565,0.00034703003,0.0005815423,0.000025574029,0.00017948025],"about_ca_topic_score_codex":0.0035890718,"about_ca_topic_score_gemma":0.00047732293,"teacher_disagreement_score":0.039659783,"about_ca_system_score_codex":0.00029899259,"about_ca_system_score_gemma":0.00033323295,"threshold_uncertainty_score":0.9663663},"labels":[],"label_agreement":null},{"id":"W2015156949","doi":"10.1016/j.mad.2013.01.004","title":"A novel statistical approach shows evidence for multi-system physiological dysregulation during aging","year":2013,"lang":"en","type":"article","venue":"Mechanisms of Ageing and Development","topic":"Frailty in Older Adults","field":"Medicine","cited_by":217,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Hôpital Fleurimont; Université de Sherbrooke","funders":"National Institute on Aging; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Mahalanobis distance; Biomarker; Multivariate statistics; Population; Healthy aging; Multivariate analysis; Biology; Bioinformatics; Medicine; Internal medicine; Gerontology; Genetics; Statistics","score_opus":0.10992774010212958,"score_gpt":0.31036185285829804,"score_spread":0.20043411275616846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015156949","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30738488,0.00003820417,0.69175804,0.000056258188,0.00004775452,0.00063657865,0.0000037036082,0.000057879635,0.00001670055],"genre_scores_gemma":[0.5360759,0.0000013276715,0.46362093,0.000023457233,0.00001781442,0.000114691844,0.000014924897,0.000008883997,0.00012209661],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99883735,0.000018212148,0.00034915702,0.00032422892,0.00022895716,0.00024210238],"domain_scores_gemma":[0.99943596,0.00010253477,0.00009424689,0.00013191426,0.00012508716,0.00011022683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024063651,0.00014967762,0.0002953936,0.000068438734,0.00012138879,0.000023527742,0.0000594473,0.000075748954,0.00001638667],"category_scores_gemma":[0.00018470112,0.00012027465,0.000029129698,0.000052253203,0.00003321795,0.00009628013,0.000072023366,0.000080251106,0.000005320601],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012902376,0.00029356833,0.00047148042,0.0036181419,0.00011169751,0.000013701799,0.0019693675,0.00013751582,0.9703077,0.0032297382,0.00007558157,0.0196425],"study_design_scores_gemma":[0.005506321,0.00038635105,0.6830438,0.0028837249,0.00008433606,0.00016407404,0.0025251396,0.110342145,0.19412725,0.00036186783,0.00003566381,0.0005393371],"about_ca_topic_score_codex":0.000050653933,"about_ca_topic_score_gemma":0.0000026381465,"teacher_disagreement_score":0.77618045,"about_ca_system_score_codex":0.00009223419,"about_ca_system_score_gemma":0.000047324025,"threshold_uncertainty_score":0.4904658},"labels":[],"label_agreement":null},{"id":"W2016729118","doi":"10.3389/fonc.2014.00178","title":"The Treatment of Metastatic Non-Small Cell Lung Cancer in the Elderly: An Evidence-Based Approach","year":2014,"lang":"en","type":"review","venue":"Frontiers in Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Lung cancer; Clinical trial; Geriatric oncology; Cancer; Intensive care medicine; Oncology; Chemotherapy; Internal medicine; Targeted therapy","score_opus":0.07423437581825904,"score_gpt":0.3851129332600805,"score_spread":0.31087855744182147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016729118","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013123549,0.9899399,0.0021910009,0.00063872075,0.0012521674,0.0048429966,0.000028012077,0.000012997686,0.0009629277],"genre_scores_gemma":[0.0001486358,0.98582,0.009883414,0.00017267227,0.00022919798,0.002964696,0.00007923158,0.00006027484,0.0006418901],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99550164,0.0019519968,0.0010936164,0.0005850422,0.00031042314,0.00055728137],"domain_scores_gemma":[0.9960428,0.0020202585,0.0006511875,0.0011104547,0.00007252744,0.00010277841],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014124911,0.0005115577,0.0030374997,0.00037392945,0.00006410702,0.000017825345,0.0007506392,0.00041952598,0.000018979157],"category_scores_gemma":[0.00018431894,0.0002590911,0.0004342001,0.0005565331,0.00032409444,0.000044732515,0.000027004831,0.0006217282,0.0000036339861],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011059666,0.0011284769,0.00083522237,0.010675761,0.0002291521,0.000072678464,0.0013826687,0.00009034289,1.9992792e-7,0.000006272689,0.0075333584,0.97793525],"study_design_scores_gemma":[0.0026202106,0.0046873195,0.00008789152,0.0075108027,0.0028470324,0.000028029726,0.0006875467,0.0030362408,0.0000023281234,0.000019104515,0.97822565,0.00024781883],"about_ca_topic_score_codex":0.0006710973,"about_ca_topic_score_gemma":0.0010927683,"teacher_disagreement_score":0.9776875,"about_ca_system_score_codex":0.0019519954,"about_ca_system_score_gemma":0.0023258233,"threshold_uncertainty_score":0.9999861},"labels":[],"label_agreement":null},{"id":"W2017073734","doi":"10.1007/bf03324681","title":"Frailty and survival of rural and urban seniors: results from the Canadian Study of Health and Aging","year":2007,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; National Research Council Canada; Dalhousie University","funders":"","keywords":"Gerontology; Frailty Index; Medicine; Residence; Index (typography); Demography; Hazard ratio; Rural area; Confidence interval","score_opus":0.19030115033846595,"score_gpt":0.4979255387351839,"score_spread":0.30762438839671796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017073734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900734,0.0048850947,8.446718e-7,0.0041011483,0.00007583671,0.00049595704,0.000028076778,0.000007763941,0.0003319002],"genre_scores_gemma":[0.99911326,0.00028796206,0.00009173819,0.00021634344,0.00013351698,0.0000031210711,0.0000142111585,0.000012488832,0.00012734598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976391,0.00041807347,0.00068602833,0.00032406338,0.0005214666,0.0004112399],"domain_scores_gemma":[0.9964766,0.0024693094,0.00008764778,0.00027214648,0.00009302736,0.00060130394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050402298,0.00011747788,0.0004145209,0.00010315332,0.00030001346,0.000036483583,0.0000895173,0.00007635753,0.0000060243983],"category_scores_gemma":[0.00094162975,0.000082632956,0.000024626344,0.00015724855,0.0010163424,0.000058936086,0.00024388428,0.00052077585,5.344939e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000533254,0.00025977797,0.9455429,0.000037730537,0.000073167175,0.00002175375,0.027730096,4.5389402e-8,0.0006630947,0.000030310337,0.00049702614,0.02461086],"study_design_scores_gemma":[0.0060108886,0.0022208388,0.8829334,0.0003809892,0.000013057657,0.000012788646,0.10636777,0.000060141017,0.0011784256,0.00005295962,0.00067079096,0.00009797436],"about_ca_topic_score_codex":0.39182535,"about_ca_topic_score_gemma":0.089882225,"teacher_disagreement_score":0.30194312,"about_ca_system_score_codex":0.00004333473,"about_ca_system_score_gemma":0.00016766519,"threshold_uncertainty_score":0.92672503},"labels":[],"label_agreement":null},{"id":"W2017951747","doi":"10.1016/j.jgo.2011.04.002","title":"A pilot study on frailty, health and functioning in older newly-diagnosed cancer patients, what have we learned?","year":2011,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Université de Montréal; McGill University; Jewish General Hospital; University of Toronto","funders":"","keywords":"Medicine; Cancer; Prospective cohort study; Observational study; Physical therapy; Lung cancer; Breast cancer; Gerontology; Family medicine; Surgery; Internal medicine","score_opus":0.07982196991685162,"score_gpt":0.35773129245381174,"score_spread":0.2779093225369601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017951747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98572314,0.0042578354,0.000025323976,0.0066318978,0.0021029061,0.00076800986,0.0000015630811,0.000013164191,0.00047614524],"genre_scores_gemma":[0.9906873,0.0059568896,0.00047019785,0.0019147912,0.00053515495,0.000025348225,0.000001737449,0.000030038591,0.0003785274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99782515,0.00033004585,0.0008736271,0.0002602381,0.00035564537,0.00035530736],"domain_scores_gemma":[0.9981619,0.00032321987,0.0007587724,0.00017217033,0.0002373666,0.00034656585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006614727,0.00019365211,0.0007579337,0.00058603147,0.00007245086,0.000026119294,0.00010999139,0.0000897792,0.0003277134],"category_scores_gemma":[0.0003716281,0.00015727249,0.000062146355,0.0002906132,0.00005364858,0.00030063142,0.000056292036,0.0007633986,0.000011922107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041737803,0.009443966,0.7503582,0.000088119894,0.00017270523,0.0004834255,0.021297563,0.000016581334,0.000033834058,0.0000058401215,0.012189508,0.20173644],"study_design_scores_gemma":[0.022486717,0.08165433,0.87885606,0.00044545886,0.000114442715,0.00014770562,0.01087661,0.000011559009,0.000013474704,0.00006366591,0.005189375,0.00014059282],"about_ca_topic_score_codex":0.0010569707,"about_ca_topic_score_gemma":0.001530832,"teacher_disagreement_score":0.20159584,"about_ca_system_score_codex":0.0007357029,"about_ca_system_score_gemma":0.00088451523,"threshold_uncertainty_score":0.6413386},"labels":[],"label_agreement":null},{"id":"W2017961722","doi":"10.1093/ageing/afu129.1","title":"52 * THE PREVALENCE OF FRAILTY IN THE ACUTE GENERAL SURGICAL SETTING","year":2014,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Context (archaeology); Population; Epidemiology; Gerontology; Disease; Pediatrics; Internal medicine","score_opus":0.01756842704710252,"score_gpt":0.28496872347734153,"score_spread":0.267400296430239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017961722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99256563,0.0002413468,0.000050119757,0.0031209826,0.000034528308,0.00014357956,0.0000021132914,0.000010217134,0.0038314865],"genre_scores_gemma":[0.99742943,0.000112632646,0.0002393866,0.0007589514,0.00017632196,0.00000600614,0.0000023470013,0.0000055190862,0.0012693999],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99932593,0.00010259874,0.0001497513,0.000120614786,0.00015762664,0.00014345384],"domain_scores_gemma":[0.99940753,0.00029981206,0.00004117758,0.00021353691,0.000013732268,0.000024199566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047821135,0.00006746956,0.00011903178,0.000019012055,0.000058972062,0.000014669206,0.00011267585,0.000034913148,0.000026181202],"category_scores_gemma":[0.000119074684,0.000033929762,0.000035039357,0.00008513237,0.00007988909,0.00004175088,0.000046897472,0.00018628972,0.0000025980853],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025589994,0.00036280163,0.23643208,0.0027553688,0.00028275087,0.031589534,0.048702646,0.00009572268,0.049736265,0.005936013,0.008675365,0.61517555],"study_design_scores_gemma":[0.0013397415,0.00015420633,0.976357,0.0004337993,0.00012013003,0.00030070698,0.00025497825,0.0024888657,0.0012580684,0.0004748677,0.016708897,0.00010874942],"about_ca_topic_score_codex":0.000082547136,"about_ca_topic_score_gemma":0.000028590604,"teacher_disagreement_score":0.7399249,"about_ca_system_score_codex":0.000004882253,"about_ca_system_score_gemma":0.000007988751,"threshold_uncertainty_score":0.13836156},"labels":[],"label_agreement":null},{"id":"W2018295123","doi":"10.1093/ageing/29.5.401","title":"Review. Adherence to recommendations of community-based comprehensive geriatric assessment programmes","year":2000,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queensway-Carleton Hospital","funders":"","keywords":"CINAHL; Medicine; MEDLINE; Psychological intervention; Intervention (counseling); Family medicine; Geriatrics; Systematic review; Nursing; Psychiatry","score_opus":0.12461960127546678,"score_gpt":0.4296072035976036,"score_spread":0.30498760232213684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018295123","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000030749045,0.99506795,0.00008260634,0.0006153712,0.000070399605,0.0023795622,0.000050421742,0.000047431713,0.0016554894],"genre_scores_gemma":[0.000021636955,0.99039686,0.005942071,0.0021238297,0.00005659232,0.00025294794,0.0007946488,0.00003434304,0.00037707918],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99822193,0.0004719946,0.0007119471,0.00021063125,0.00016407369,0.00021942263],"domain_scores_gemma":[0.99832666,0.00051731884,0.00030157628,0.0006011083,0.00010600163,0.00014730897],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025189194,0.00030680295,0.0016751005,0.00019559191,0.0001336762,0.000025708745,0.00018815605,0.000116593896,0.00008744968],"category_scores_gemma":[0.00007973289,0.0002494234,0.00026143715,0.00055172545,0.000055337572,0.000040472634,0.00009444253,0.00070834055,0.00002261518],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019588238,0.000102532744,0.0000010119908,0.09123022,0.000071843955,0.00021367271,0.000078204896,1.2365605e-7,6.8166406e-7,0.0000036987149,0.01069027,0.8976058],"study_design_scores_gemma":[0.00025697687,0.0003898376,0.000046377285,0.15686174,0.0009813624,0.00003135936,0.000033576838,9.668872e-7,3.883517e-7,0.0000079521415,0.8412187,0.00017076267],"about_ca_topic_score_codex":0.00023928654,"about_ca_topic_score_gemma":0.000024269239,"teacher_disagreement_score":0.897435,"about_ca_system_score_codex":0.000060529823,"about_ca_system_score_gemma":0.0002073773,"threshold_uncertainty_score":0.9999958},"labels":[],"label_agreement":null},{"id":"W2018900986","doi":"10.1258/135763304773391558","title":"An investigation of videoconferenced geriatric medicine grand rounds in Alberta","year":2004,"lang":"en","type":"article","venue":"Journal of Telemedicine and Telecare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Family medicine; Gerontology","score_opus":0.016092618855522395,"score_gpt":0.28496391347392896,"score_spread":0.2688712946184066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2018900986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98530316,0.0011460807,0.0001634734,0.012546617,0.00017533448,0.00025681747,0.0000016384154,0.0000073689694,0.00039951075],"genre_scores_gemma":[0.99712867,0.00052049593,0.0011253719,0.0005529579,0.0005631573,0.0000026827327,0.000017489272,0.000017007847,0.00007217933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980422,0.000053329215,0.0010141,0.00016982834,0.00051483203,0.00020566676],"domain_scores_gemma":[0.9983363,0.00015026523,0.0005015248,0.00021034082,0.000494579,0.0003069573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005404817,0.00018029346,0.00075313455,0.00065482676,0.000028092423,0.0000067619094,0.00012646805,0.000119006916,0.00006906195],"category_scores_gemma":[0.000547041,0.00012408628,0.000059548995,0.00056338316,0.00023238527,0.0002559458,0.00001544679,0.000385696,6.57194e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010075741,0.00036343464,0.8807044,0.0008934489,0.00020361814,0.0005132112,0.019461056,0.000090038586,0.057523903,0.0005767394,0.0019783583,0.036684215],"study_design_scores_gemma":[0.03118408,0.013238691,0.9276355,0.0038312397,0.0005098272,0.0024073643,0.003538458,0.000084308325,0.010103233,0.0061612567,0.0010333125,0.00027273758],"about_ca_topic_score_codex":0.0019248496,"about_ca_topic_score_gemma":0.0010627161,"teacher_disagreement_score":0.04742067,"about_ca_system_score_codex":0.000086449676,"about_ca_system_score_gemma":0.000320299,"threshold_uncertainty_score":0.50600916},"labels":[],"label_agreement":null},{"id":"W2020362572","doi":"10.1017/s1041610202007974","title":"Study Organization in the Canadian Study of Health and Aging","year":2001,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Protocol (science); Neuropsychology; Psychology; Scale (ratio); Neuropsychological testing; Medicine; Medical education; Gerontology; Cognition; Psychiatry; Alternative medicine; Pathology","score_opus":0.02997509122190591,"score_gpt":0.3472275070659673,"score_spread":0.3172524158440614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020362572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98748827,0.00007607537,0.000027744718,0.009988575,0.00035108734,0.000716728,0.0000032576152,0.000009467807,0.0013387942],"genre_scores_gemma":[0.9988383,0.000043051823,0.000050715997,0.0007993123,0.00009997115,0.000007812471,0.00001928045,0.000009989321,0.00013155973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989947,0.00007962616,0.0002990757,0.00016083865,0.00035666517,0.00010907884],"domain_scores_gemma":[0.99942124,0.00004648071,0.00009074108,0.00016240787,0.00021164266,0.00006750626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004749725,0.00006695935,0.00012095615,0.0003230932,0.00005685362,0.000028157885,0.00014124218,0.00002267505,0.00003317075],"category_scores_gemma":[0.00025580815,0.000053827775,0.000008224918,0.00076994323,0.000011983086,0.00005346635,0.000015341473,0.000112479145,0.0000042380525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014063045,0.0008073998,0.9796535,0.000004999946,0.00002713017,0.00003741438,0.014732947,0.000011479501,0.0000029835312,0.00005070798,0.0008332001,0.0038241753],"study_design_scores_gemma":[0.0021975269,0.00051010394,0.97934294,0.000016425758,0.000010857553,0.00007462532,0.016194543,0.000032391403,6.7769963e-7,0.0000400287,0.0015346521,0.0000452089],"about_ca_topic_score_codex":0.07350229,"about_ca_topic_score_gemma":0.24410768,"teacher_disagreement_score":0.17060539,"about_ca_system_score_codex":0.00014946454,"about_ca_system_score_gemma":0.00015475854,"threshold_uncertainty_score":0.9326673},"labels":[],"label_agreement":null},{"id":"W2020936620","doi":"10.1159/000368952","title":"The Concept of Frailty in Geriatric Chronic Kidney Disease (CKD) Patients","year":2015,"lang":"en","type":"article","venue":"Blood Purification","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of British Columbia","funders":"","keywords":"Medicine; Comorbidity; Kidney disease; Disease; Weakness; Population; Balance (ability); Frailty syndrome; Psychological intervention; Sarcopenia; Rehabilitation; Gerontology; Intensive care medicine; Internal medicine; Physical therapy; Psychiatry; Frailty Index; Surgery","score_opus":0.022317510279403735,"score_gpt":0.26983095224127424,"score_spread":0.2475134419618705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020936620","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98961365,0.0029178846,0.000056082572,0.004337836,0.00036873328,0.0011501928,0.00006333686,0.00005012779,0.0014421616],"genre_scores_gemma":[0.99847853,0.00007484658,0.00012321034,0.000120718876,0.00015224791,0.000069019974,0.00022696867,0.000015113618,0.00073936634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988685,0.000071768714,0.0003397669,0.00019646368,0.0003450863,0.00017837262],"domain_scores_gemma":[0.9987454,0.0000571455,0.00015875143,0.0005167042,0.0002330179,0.00028902115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019670559,0.00009820373,0.00014405767,0.00007198836,0.000034893,0.000011402406,0.0001461507,0.00005885196,0.00002371663],"category_scores_gemma":[0.001170903,0.000074160635,0.00004442552,0.0003014586,0.000091817026,0.000080511556,0.000023992738,0.000114651695,0.000043667715],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012449978,0.0052471254,0.7951955,0.0004949621,0.0002207396,0.000022493996,0.0044257357,0.00013440773,0.0039395294,0.004268425,0.09045786,0.09434823],"study_design_scores_gemma":[0.010394981,0.00048197046,0.940548,0.00015449799,0.0002188717,0.0000024544543,0.00011317889,0.00043673065,0.0071762684,0.00048041236,0.03981589,0.00017675257],"about_ca_topic_score_codex":0.00007319496,"about_ca_topic_score_gemma":0.000015646818,"teacher_disagreement_score":0.1453525,"about_ca_system_score_codex":0.00010603219,"about_ca_system_score_gemma":0.0005209838,"threshold_uncertainty_score":0.3024183},"labels":[],"label_agreement":null},{"id":"W2022089458","doi":"10.1093/eurheartj/eht310.4534","title":"Frailty is associated with worse outcomes in acute coronary syndromes: outcomes in TRILOGY","year":2013,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Medicine; Clinical endpoint; Internal medicine; Prasugrel; Canadian Cardiovascular Society; Stroke (engine); Randomized controlled trial; Revascularization; Angina; Physical therapy; Acute coronary syndrome; Myocardial infarction; Cardiology","score_opus":0.054959949314045436,"score_gpt":0.3167984349860526,"score_spread":0.2618384856720072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022089458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9779536,0.000114587616,0.000010819089,0.018358445,0.00031987773,0.0005350746,0.000014121194,0.00007051396,0.0026229778],"genre_scores_gemma":[0.97745866,0.00005807673,0.00077159,0.0055426625,0.00006869255,0.0000094251145,0.000013164816,0.00009488048,0.015982859],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99696946,0.0005954197,0.000790708,0.00035592506,0.00056783407,0.00072063174],"domain_scores_gemma":[0.99854195,0.00031420682,0.00021646578,0.0004026832,0.00014073162,0.00038396218],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00078893005,0.00035420395,0.0009673338,0.0005061444,0.00009115392,0.00008074205,0.0002468901,0.000100349534,0.0017966029],"category_scores_gemma":[0.0005407116,0.00025136687,0.00018120477,0.0004141794,0.000119440796,0.00036760807,0.00009748176,0.0013903001,0.0010855094],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009059741,0.00044529611,0.9727828,0.000009617976,0.00029925618,0.005739975,0.0009649942,0.000007822129,0.00014858939,0.0000020795144,0.018535115,0.0009738513],"study_design_scores_gemma":[0.0070870337,0.00074491266,0.98420924,0.00047092975,0.000064164815,0.004661563,0.0002330101,0.00005075772,0.00002031651,0.00003873966,0.002151132,0.0002681901],"about_ca_topic_score_codex":0.00008001743,"about_ca_topic_score_gemma":0.00013154765,"teacher_disagreement_score":0.016383983,"about_ca_system_score_codex":0.00028958163,"about_ca_system_score_gemma":0.00014564426,"threshold_uncertainty_score":0.99999386},"labels":[],"label_agreement":null},{"id":"W2022523335","doi":"10.1097/mrr.0b013e3282fc0ff2","title":"Predictors of reintegration to normal living in older adults discharged from an intensive rehabilitation program","year":2008,"lang":"en","type":"article","venue":"International Journal of Rehabilitation Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke","funders":"","keywords":"Rehabilitation; Gerontology; Biopsychosocial model; Psychology; Activities of daily living; Balance (ability); Independent living; Grip strength; Physical therapy; Medicine; Psychiatry","score_opus":0.026476957115199776,"score_gpt":0.39468817741797185,"score_spread":0.3682112203027721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2022523335","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845156,0.00006601528,0.00039167982,0.013036362,0.00053827465,0.0012670561,0.000028093837,0.000023623475,0.00013329422],"genre_scores_gemma":[0.9750175,0.000032524396,0.024150753,0.00011276465,0.0003926975,0.00008929828,0.00006178562,0.000026872327,0.00011580611],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949317,0.0006606712,0.0013424589,0.00034309053,0.0024354563,0.0002866543],"domain_scores_gemma":[0.9832341,0.003573697,0.00036258253,0.00030518888,0.012248718,0.00027572704],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0023013337,0.00016031323,0.00039899035,0.0017999109,0.000057165296,0.00003321755,0.00040798,0.00013485672,0.00019703119],"category_scores_gemma":[0.032359842,0.00014116471,0.00018597394,0.0007371526,0.00033973783,0.00086693343,0.00008683071,0.0007260189,0.000016721968],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033708483,0.0018370152,0.90000445,0.00008054072,0.00012026065,0.00006764464,0.06372858,0.00026509073,0.004099698,0.00009367648,0.0030132548,0.023318954],"study_design_scores_gemma":[0.002518361,0.0069028186,0.9649261,0.002367022,0.000012966004,0.00008010317,0.020298563,0.001303171,0.0009470447,0.00021390126,0.00032032956,0.000109584995],"about_ca_topic_score_codex":0.00078459224,"about_ca_topic_score_gemma":0.0003764504,"teacher_disagreement_score":0.0649217,"about_ca_system_score_codex":0.0006068283,"about_ca_system_score_gemma":0.00044528375,"threshold_uncertainty_score":0.975791},"labels":[],"label_agreement":null},{"id":"W2023453107","doi":"10.1016/j.maturitas.2014.11.010","title":"The association between sedentary behaviour, moderate–vigorous physical activity and frailty in NHANES cohorts","year":2014,"lang":"en","type":"article","venue":"Maturitas","topic":"Frailty in Older Adults","field":"Medicine","cited_by":255,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gerontology; Sedentary behavior; National Health and Nutrition Examination Survey; Physical activity; Demography; Physical therapy; Population; Environmental health","score_opus":0.014452287538433957,"score_gpt":0.27821204295113466,"score_spread":0.2637597554127007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023453107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99420285,0.00006783185,0.000021932274,0.004197221,0.00012659254,0.00032154415,0.00002144573,0.000057990168,0.0009826112],"genre_scores_gemma":[0.9983223,0.000018999237,0.00006900584,0.00016307508,0.00032611776,0.000024445295,0.000040113027,0.000019948291,0.0010160088],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988769,0.00012037934,0.00012930488,0.00023981664,0.0003553863,0.00027820328],"domain_scores_gemma":[0.99908125,0.00045755808,0.000077882876,0.00024783477,0.00004543121,0.00009003082],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034232857,0.00014294992,0.00029935702,0.000037794205,0.00012329755,0.00006138125,0.00007215013,0.00013139274,0.0000072958455],"category_scores_gemma":[0.00019424612,0.00010744608,0.00004577721,0.000087308006,0.000050611954,0.000113249735,0.000060646526,0.00040280455,0.000021481765],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011328615,0.0002481576,0.9660697,0.00005526609,0.000091993905,0.000022747918,0.0008262159,0.000004773736,0.0008247789,0.000070913404,0.0058792,0.025792945],"study_design_scores_gemma":[0.00092640537,0.000106081316,0.9926542,0.000053793792,0.00011103738,0.000012483018,0.0000432933,0.0008598906,0.0033733565,0.00067899114,0.001062401,0.000118091455],"about_ca_topic_score_codex":0.0004993352,"about_ca_topic_score_gemma":0.0005185423,"teacher_disagreement_score":0.026584454,"about_ca_system_score_codex":0.00016033687,"about_ca_system_score_gemma":0.000021167081,"threshold_uncertainty_score":0.4381524},"labels":[],"label_agreement":null},{"id":"W2024376704","doi":"10.1016/j.apmr.2005.08.109","title":"Validity of 3 Physical Performance Measures in Inpatient Geriatric Rehabilitation","year":2006,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; Toronto Rehabilitation Institute","funders":"","keywords":"Geriatric rehabilitation; Rehabilitation; Timed Up and Go test; Ambulatory; Physical therapy; Medicine; Construct validity; Test (biology); Psychological intervention; Physical medicine and rehabilitation; Activities of daily living; Functional training; Psychometrics; Clinical psychology; Surgery; Balance (ability); Psychiatry","score_opus":0.012089986589430892,"score_gpt":0.2747892983201148,"score_spread":0.2626993117306839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024376704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99504644,0.000077152166,0.00017527613,0.002514101,0.00004141327,0.00056716456,0.0000051481584,0.000016948092,0.0015563414],"genre_scores_gemma":[0.99662673,0.000015797606,0.0030037211,0.000015959788,0.00024220573,0.000032090153,0.000025045782,0.000011879794,0.000026568932],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984955,0.00016288734,0.00049567147,0.0002658974,0.0004232403,0.0001567869],"domain_scores_gemma":[0.99415314,0.0052702995,0.00017387727,0.00022984868,0.00011143447,0.00006139279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022466121,0.00014792911,0.0005342473,0.00035325903,0.000024837136,0.0000013770594,0.000055599136,0.000034795925,0.000002639731],"category_scores_gemma":[0.0018950674,0.00010908292,0.00012685031,0.00034607988,0.0008936952,0.000110625704,0.00002714978,0.0001551072,9.3113493e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012581216,0.004391907,0.45130825,0.0055719777,0.000037456135,0.0000017977237,0.06102789,0.0008250562,0.26938084,0.0058813486,0.00035014265,0.19996521],"study_design_scores_gemma":[0.0025676063,0.013043227,0.9534295,0.0012369993,0.00007601269,0.00000154202,0.00090056786,0.0077003306,0.0038752996,0.01694938,0.00011351825,0.00010601236],"about_ca_topic_score_codex":0.00028382274,"about_ca_topic_score_gemma":0.000020313113,"teacher_disagreement_score":0.50212127,"about_ca_system_score_codex":0.000024538724,"about_ca_system_score_gemma":0.000038275575,"threshold_uncertainty_score":0.44482723},"labels":[],"label_agreement":null},{"id":"W2024820308","doi":"10.1111/jgs.12028","title":"Effectiveness of Acute Geriatric Unit Care Using Acute Care for Elders Components: A Systematic Review and Meta‐Analysis","year":2012,"lang":"en","type":"review","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":380,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; York University","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; York University","keywords":"Medicine; Delirium; Acute care; Confidence interval; Geriatrics; Randomized controlled trial; Meta-analysis; Relative risk; Emergency medicine; Rehabilitation; Psychological intervention; Intensive care unit; Intensive care medicine; Internal medicine; Physical therapy; Health care; Nursing","score_opus":0.0599500375669455,"score_gpt":0.3722226753450821,"score_spread":0.3122726377781366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024820308","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021610019,0.99271697,0.0009766322,0.000069293645,0.0002397338,0.005058208,0.0007074138,0.000012197902,0.0000034249235],"genre_scores_gemma":[0.00047827253,0.99307686,0.0058372915,0.00015061312,0.00014101683,0.00011167997,0.00007328847,0.00010797306,0.000022986229],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9946401,0.0014797034,0.0021985287,0.0003732888,0.0008458903,0.00046248204],"domain_scores_gemma":[0.98677653,0.0013196216,0.009047317,0.0009808668,0.0016034015,0.0002722505],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.0017425556,0.00075213716,0.015253976,0.00040180536,0.00018467872,0.000038532457,0.0007472091,0.00023249885,0.0000072141606],"category_scores_gemma":[0.00020375953,0.00042776376,0.013774087,0.0037625262,0.0002890338,0.0001360173,0.00025926577,0.00077217375,6.3318356e-7],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024886274,0.000040408144,0.000016442324,0.696936,0.30187905,0.000004425188,0.00045377758,0.0000052284922,0.000008381145,6.9880366e-7,0.000042704138,0.0005879639],"study_design_scores_gemma":[0.0005631081,0.00026673084,0.00002275613,0.04791734,0.9470381,0.0005722212,0.0006993312,0.000005399897,0.000003880474,0.0000014785442,0.0025697127,0.000339914],"about_ca_topic_score_codex":0.0000719073,"about_ca_topic_score_gemma":0.000001020539,"teacher_disagreement_score":0.6490187,"about_ca_system_score_codex":0.0007526277,"about_ca_system_score_gemma":0.0006786777,"threshold_uncertainty_score":0.99981743},"labels":[],"label_agreement":null},{"id":"W2025128880","doi":"10.1016/j.jgo.2013.07.003","title":"The relationship of self-rated health with functional status, toxicity and mortality: Results of a prospective pilot study of older patients with newly-diagnosed cancer","year":2013,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital; University of Toronto","funders":"","keywords":"Medicine; Logistic regression; Comorbidity; Activities of daily living; Proportional hazards model; Self-rated health; Toxicity; Prospective cohort study; Performance status; Cancer; Population; Internal medicine; Gerontology; Demography; Physical therapy; Environmental health","score_opus":0.027377356976117054,"score_gpt":0.31297336974855205,"score_spread":0.285596012772435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2025128880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968225,0.0002952078,0.000038617327,0.0008900654,0.00015844003,0.00166312,0.00003208481,0.0000066343487,0.00009335172],"genre_scores_gemma":[0.99867654,0.00016259107,0.0009101542,0.000053167754,0.000087857894,0.0000328105,0.00000513003,0.000014747528,0.000056989684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99760586,0.000314043,0.0011011678,0.00017044379,0.0005909463,0.00021752458],"domain_scores_gemma":[0.9944139,0.0009795292,0.0023276985,0.0002039314,0.0019129455,0.0001619745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006270156,0.00014266929,0.0006976662,0.00019289111,0.00008188958,0.0000061926585,0.00007087408,0.00006013437,0.000024518842],"category_scores_gemma":[0.00050285785,0.00007947536,0.0000318678,0.0005350704,0.00016279287,0.00014107492,0.000027316897,0.0003467165,3.3846746e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0074413912,0.005879897,0.9795625,0.00011672308,0.00071865204,0.000007758389,0.0034017104,0.00013391911,0.000055016593,0.000013917719,0.0016194081,0.0010490934],"study_design_scores_gemma":[0.030589314,0.056295983,0.91082,0.00013267079,0.00033247902,0.000025774098,0.0016083466,0.00001865921,0.000033213808,0.00004294964,0.000039019033,0.000061578154],"about_ca_topic_score_codex":0.0025136408,"about_ca_topic_score_gemma":0.0028287652,"teacher_disagreement_score":0.068742506,"about_ca_system_score_codex":0.00036324415,"about_ca_system_score_gemma":0.0016967024,"threshold_uncertainty_score":0.37998897},"labels":[],"label_agreement":null},{"id":"W2026733709","doi":"10.1186/1471-2318-14-25","title":"Comparison of alternate scoring of variables on the performance of the frailty index","year":2014,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Institute on Aging; Canadian Institutes of Health Research; Dalhousie University; European Commission; Dalhousie Medical Research Foundation","keywords":"Medicine; Demography; Hazard ratio; Gerontology; Frailty Index; Proportional hazards model; Population; Index (typography); Longitudinal study; Statistics; Mathematics; Confidence interval; Environmental health; Internal medicine","score_opus":0.047845797706517486,"score_gpt":0.3011876576158802,"score_spread":0.2533418599093627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026733709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99558836,0.0000824477,0.00077780505,0.0001635008,0.00038456556,0.00027114706,0.000006931508,0.000011101608,0.0027141226],"genre_scores_gemma":[0.99875826,0.000026055159,0.0007797793,0.000051425104,0.00012448283,0.0000048954685,0.0000015160654,0.000014005687,0.000239588],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987398,0.00007709653,0.00045346105,0.00012966325,0.0004507766,0.00014920328],"domain_scores_gemma":[0.9982582,0.0004524898,0.00044281656,0.00066440745,0.00014992271,0.000032183096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049205474,0.00010941476,0.00034171698,0.00006569519,0.000042017666,0.000004002549,0.00032621037,0.00006996657,0.000034605244],"category_scores_gemma":[0.0006067707,0.000061501916,0.00009354649,0.00032412854,0.0001077899,0.000030475574,0.0001048178,0.00019503119,0.0000043938644],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001398732,0.00015916412,0.9850447,0.00060365535,0.000029273822,8.1458076e-8,0.00048577823,0.0032348335,0.0068288376,0.0014880341,0.0005223875,0.0014633612],"study_design_scores_gemma":[0.0014957022,0.00055469526,0.7325002,0.0005503713,0.000121438046,0.0000044468165,0.0001508882,0.04685934,0.21631174,0.00018197928,0.0011505592,0.000118645294],"about_ca_topic_score_codex":0.0001159294,"about_ca_topic_score_gemma":0.000014975482,"teacher_disagreement_score":0.25254452,"about_ca_system_score_codex":0.000022890732,"about_ca_system_score_gemma":0.000080839665,"threshold_uncertainty_score":0.25079754},"labels":[],"label_agreement":null},{"id":"W2026920277","doi":"10.1016/j.archger.2010.06.013","title":"Impairments in mobility and balance in relation to frailty","year":2010,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Balance (ability); Timed Up and Go test; Gerontology; Medicine; Prospective cohort study; Cohort study; Population; Cohort; Physical medicine and rehabilitation; Psychology; Internal medicine","score_opus":0.01595631199435588,"score_gpt":0.29355202691031096,"score_spread":0.2775957149159551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026920277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970949,0.00021047382,0.00014904342,0.0011276819,0.00009740908,0.0002933628,0.0000054828374,0.000007725991,0.0010138748],"genre_scores_gemma":[0.99352425,0.00009749987,0.006156334,0.00009232351,0.00001918178,0.0000109282755,0.0000056672015,0.000004131476,0.000089677225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993172,0.00004067957,0.00022782086,0.00020843462,0.000052321313,0.00015353895],"domain_scores_gemma":[0.9994685,0.00023793659,0.00004553698,0.00016267839,0.000009673282,0.00007568794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015938621,0.00007569372,0.00022287763,0.00015754504,0.000015579613,0.0000020185632,0.000041870462,0.000093230155,0.000011173688],"category_scores_gemma":[0.00031355038,0.000072172734,0.000014934709,0.0000995551,0.00012938412,0.00004780823,0.00005157582,0.00023784653,0.0000011593633],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029223188,0.00012875993,0.9708578,0.0000699697,0.000004855964,0.0000181978,0.0023814237,0.0000034604748,0.005531167,0.00019211929,0.000023151842,0.020496882],"study_design_scores_gemma":[0.0015206833,0.0002319179,0.99488133,0.00002333661,0.0000070108645,0.000047597805,0.00005375739,0.00044206233,0.00012586583,0.0024442147,0.0001651584,0.000057089746],"about_ca_topic_score_codex":0.00026039928,"about_ca_topic_score_gemma":0.0018759219,"teacher_disagreement_score":0.024023525,"about_ca_system_score_codex":0.0000066873704,"about_ca_system_score_gemma":0.00002682559,"threshold_uncertainty_score":0.29431185},"labels":[],"label_agreement":null},{"id":"W2027052419","doi":"10.1007/s12439-011-0022-5","title":"Psychometrische eigenschappen van drie screeningsinstrumenten voor kwetsbaarheid bij thuiswonende ouderen","year":2011,"lang":"nl","type":"article","venue":"Tijdschrift voor Gerontologie en Geriatrie","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Theology; Gerontology; Medicine; Philosophy","score_opus":0.0753324466439464,"score_gpt":0.2989696711489925,"score_spread":0.22363722450504608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027052419","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31386647,0.05343224,0.011319584,0.014777732,0.02219366,0.011969563,0.0018437211,0.0046325177,0.5659645],"genre_scores_gemma":[0.89603984,0.0055979495,0.024170024,0.0013819273,0.003944914,0.0003301285,0.00057566824,0.0006665103,0.06729301],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9844342,0.0012003414,0.003524054,0.0037145964,0.0024190906,0.004707755],"domain_scores_gemma":[0.9892703,0.0011294357,0.0018891284,0.004637329,0.0008031015,0.0022706834],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0023637807,0.0028203889,0.003710899,0.00172592,0.0008104091,0.00038194735,0.003403491,0.002757606,0.04117709],"category_scores_gemma":[0.0037544738,0.002671762,0.0014492907,0.0024713182,0.0012643446,0.0012861324,0.0014555514,0.003371998,0.02948617],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012095885,0.006421254,0.17558572,0.0021178625,0.010162168,0.0041763457,0.015703974,0.0000147737555,0.009384665,0.0056068473,0.5325306,0.22619991],"study_design_scores_gemma":[0.036904447,0.009957122,0.2319062,0.0022279015,0.0062688454,0.00131501,0.011102998,0.000562306,0.028232358,0.0016715607,0.6620067,0.00784458],"about_ca_topic_score_codex":0.0035154282,"about_ca_topic_score_gemma":0.0005790729,"teacher_disagreement_score":0.5821734,"about_ca_system_score_codex":0.0005773713,"about_ca_system_score_gemma":0.0013895216,"threshold_uncertainty_score":0.99892724},"labels":[],"label_agreement":null},{"id":"W2030117204","doi":"10.1016/j.exger.2012.06.015","title":"Trajectories of changes over twelve years in the health status of Canadians from late middle age","year":2012,"lang":"en","type":"article","venue":"Experimental Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Institute for Biodiagnostics; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Poisson distribution; Poisson regression; Demography; Statistics; Life expectancy; Population; Variance (accounting); Mathematics; Medicine","score_opus":0.0696171907209079,"score_gpt":0.3439564039867048,"score_spread":0.2743392132657969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030117204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858841,0.011205518,0.0000017812941,0.0005810104,0.00035426414,0.00028576347,0.00008810629,0.0000084757385,0.0015910249],"genre_scores_gemma":[0.99845135,0.000057077254,0.0003311575,0.00073486177,0.00009399827,0.000024428658,0.00005646962,0.000012691697,0.00023796283],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989468,0.00010431892,0.00022457636,0.000122586,0.00014932457,0.0004524283],"domain_scores_gemma":[0.9994413,0.000082354214,0.000099537065,0.00023383569,0.0000092962255,0.00013364175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009925332,0.0001010782,0.00034976992,0.000064207,0.000014542671,0.0000017428592,0.00008962311,0.000072146075,0.00031569452],"category_scores_gemma":[0.000023450988,0.00008276196,0.000039212173,0.000077204066,0.00017612234,0.00004212513,0.000020911519,0.00010510103,0.0000044225258],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005608351,0.0012941218,0.30849606,0.00011641701,0.00018791445,0.000094048286,0.61927056,0.0000013430437,0.05800147,0.0012123374,0.005786782,0.0049781064],"study_design_scores_gemma":[0.0021072377,0.0009585649,0.93479365,0.00007576054,0.000016827276,0.000015647238,0.025454247,0.00000417727,0.0300489,0.000025744832,0.006386056,0.00011319879],"about_ca_topic_score_codex":0.203718,"about_ca_topic_score_gemma":0.1130834,"teacher_disagreement_score":0.6262976,"about_ca_system_score_codex":0.00018919457,"about_ca_system_score_gemma":0.000090502086,"threshold_uncertainty_score":0.9031005},"labels":[],"label_agreement":null},{"id":"W2030233093","doi":"10.1016/s0895-4356(03)00132-x","title":"Responsiveness of goal attainment scaling in a randomized controlled trial of comprehensive geriatric assessment","year":2003,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":227,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Stroke Network; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Goal Attainment Scaling; Randomized controlled trial; Quality of life (healthcare); Medicine; Gerontology; Physical therapy; Barthel index; Psychological intervention; Statistic; Clinical trial; Activities of daily living; Rehabilitation; Nursing; Internal medicine; Statistics","score_opus":0.14604455159001808,"score_gpt":0.5035001900815551,"score_spread":0.35745563849153705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030233093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98398614,0.0012750691,0.004751856,0.0047145197,0.0021675336,0.0025406382,0.0000025776994,0.0000038705307,0.0005578249],"genre_scores_gemma":[0.9781637,0.001576713,0.018838242,0.0008640113,0.00041350312,0.00003829519,0.000001672191,0.000016295444,0.00008757768],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.94388473,0.036855217,0.017888578,0.00033467473,0.00059834204,0.00043848177],"domain_scores_gemma":[0.7754563,0.21143652,0.011222916,0.00041148489,0.001154584,0.00031816124],"candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.075717166,0.00023271795,0.015686175,0.00044799404,0.000016631328,0.0000017552868,0.00018904803,0.00044877394,0.00010565542],"category_scores_gemma":[0.266226,0.00014955825,0.0027904715,0.0002495281,0.00060366385,0.000048737413,0.00004287273,0.0011006494,0.0000015544786],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9728338,0.0014732088,0.01964071,0.00012170529,0.0010060967,0.00009205731,0.000051109455,0.0010590388,0.00025053698,0.0020022332,0.00021739578,0.0012520929],"study_design_scores_gemma":[0.9508164,0.0047220928,0.03817705,0.0004998663,0.0007085869,0.00012530912,0.00015163541,0.00095166994,0.00005937222,0.0032406175,0.00044938928,0.00009801549],"about_ca_topic_score_codex":0.000024006038,"about_ca_topic_score_gemma":0.0000026742307,"teacher_disagreement_score":0.19050884,"about_ca_system_score_codex":0.00010562231,"about_ca_system_score_gemma":0.0012313988,"threshold_uncertainty_score":0.998927},"labels":[],"label_agreement":null},{"id":"W2030265211","doi":"10.1111/j.1532-5415.2011.03597.x","title":"The Identification of Frailty: A Systematic Literature Review","year":2011,"lang":"en","type":"review","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":707,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Jewish General Hospital; Université de Montréal; McGill University","funders":"Canadian Institutes of Health Research; Réseau québécois de recherche sur le vieillissement; Max Bell Foundation","keywords":"Medicine; Gerontology; MEDLINE; Mood; Systematic review; Geriatrics; Identification (biology); Institutionalisation; Cognition; Quality of life (healthcare); Dementia; Inclusion (mineral); Disease; Psychiatry; Psychology; Nursing","score_opus":0.03589562925557802,"score_gpt":0.3407439511357126,"score_spread":0.30484832188013455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030265211","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000059559056,0.9964003,0.000071413415,0.00083393964,0.00088326394,0.0017100646,0.00003542099,0.000009741182,0.0000498976],"genre_scores_gemma":[0.000008365647,0.99716866,0.0005974541,0.00044527266,0.0004833937,0.000036591377,0.000005792826,0.000061143226,0.0011933331],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99443394,0.00078503904,0.003411605,0.0002100923,0.00089630793,0.00026299513],"domain_scores_gemma":[0.98007953,0.00079823314,0.016478647,0.0014162095,0.0011017846,0.0001255738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034066506,0.0004003717,0.003838541,0.00008771255,0.00015143643,0.00006278689,0.0013329561,0.00017339717,0.0000064106116],"category_scores_gemma":[0.0025139698,0.00017260929,0.0047141467,0.0023200326,0.00037662906,0.000085238586,0.00017005895,0.0013741086,0.000010699831],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000101815585,0.00008094267,0.0000039943407,0.8203605,0.0015020362,0.000007167244,0.0005224249,1.12039224e-7,0.000005192763,0.00002863985,0.057093278,0.12038554],"study_design_scores_gemma":[0.00014356927,0.00013001001,0.000016196109,0.48170513,0.010014195,0.0014540264,0.000107610875,0.0000021152332,0.0000017789563,0.000028882925,0.50625515,0.00014132324],"about_ca_topic_score_codex":0.000004508224,"about_ca_topic_score_gemma":3.5861794e-7,"teacher_disagreement_score":0.4491619,"about_ca_system_score_codex":0.00033886428,"about_ca_system_score_gemma":0.0008146732,"threshold_uncertainty_score":0.70388025},"labels":[],"label_agreement":null},{"id":"W2031226675","doi":"10.2188/jea.16.261","title":"Frequency of Going Outdoors as a Good Predictors for Incident Disability of Physical Function as well as Disability Recovery in Community-Dwelling Older Adults in Rural Japan","year":2006,"lang":"en","type":"article","venue":"Journal of Epidemiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":166,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; Ministry of Health, Labour and Welfare; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Medicine; Confidence interval; Confounding; Odds ratio; Activities of daily living; Demography; Gerontology; Multivariate analysis; Rural community; Physical therapy; Internal medicine","score_opus":0.022662036467920144,"score_gpt":0.3236863045918097,"score_spread":0.30102426812388955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031226675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958376,0.00031737727,0.00030778904,0.0016492233,0.00043834044,0.00082596,0.000020514239,0.0000124287935,0.00059076195],"genre_scores_gemma":[0.9983248,0.000044813747,0.00092735176,0.00019176514,0.0003737456,0.000022172773,0.00004406774,0.000026851776,0.000044427372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99360377,0.0021790762,0.0031138903,0.00028171952,0.0003141615,0.0005074009],"domain_scores_gemma":[0.9869128,0.010263191,0.0017678979,0.0005700193,0.00031503438,0.00017104374],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0066930563,0.0002928765,0.001909799,0.00020301602,0.000051365187,0.0000032082985,0.0002863418,0.00034035678,0.00010804134],"category_scores_gemma":[0.018457828,0.00024312374,0.00059084734,0.00031669758,0.000726313,0.00028639872,0.00008255541,0.0013888146,0.0000085021875],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002733593,0.0030005712,0.98631173,0.00069120014,0.000085138156,0.000005340218,0.0011373416,0.0017508026,0.0011951227,0.00034045134,0.00014112252,0.0026075845],"study_design_scores_gemma":[0.0046038856,0.0046484587,0.94544137,0.0018921702,0.00015006373,0.00010800242,0.0020488992,0.0010150973,0.0007846638,0.039117403,0.000032037857,0.0001579669],"about_ca_topic_score_codex":0.018577632,"about_ca_topic_score_gemma":0.004524145,"teacher_disagreement_score":0.04087038,"about_ca_system_score_codex":0.0006785737,"about_ca_system_score_gemma":0.00019489351,"threshold_uncertainty_score":0.9914298},"labels":[],"label_agreement":null},{"id":"W2033034487","doi":"10.1007/s12603-010-0061-6","title":"Comparison of two frailty measures in the Conselice Study of Brain Ageing","year":2010,"lang":"en","type":"article","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Gerontology; Frailty Index; Multivariate statistics; Multivariate analysis; Vulnerability (computing); Medicine; Ageing; Population; Psychology; Population ageing; Demography; Internal medicine; Statistics; Computer science; Environmental health","score_opus":0.10610080271716293,"score_gpt":0.4435309540345247,"score_spread":0.33743015131736176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033034487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96190727,0.0013007544,0.00021653736,0.035642296,0.00019567598,0.0006575364,0.0000026752348,0.0000061890155,0.00007108603],"genre_scores_gemma":[0.9976023,0.00011588248,0.0005427091,0.0014845256,0.00023316035,0.0000040316722,0.0000010864076,0.000010931839,0.0000053727986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99698997,0.00083516206,0.0011731372,0.00007725408,0.0007204544,0.00020401258],"domain_scores_gemma":[0.9967797,0.0014592938,0.0010361071,0.00029502026,0.00034604027,0.00008384067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052265716,0.000103549166,0.0005437041,0.0002299864,0.000109124696,0.0000088255965,0.00027417994,0.000035977104,0.000014728652],"category_scores_gemma":[0.0006206657,0.000062728745,0.00007137671,0.00033983446,0.00010378261,0.00008961256,0.00002183569,0.0010878947,7.7385874e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020774691,0.019636864,0.3744925,0.0029986463,0.0003247285,0.00013570132,0.37380615,0.0005866057,0.15212694,0.00025147802,0.02632061,0.047242325],"study_design_scores_gemma":[0.027560508,0.0065742307,0.8213392,0.00612875,0.00030470017,0.0015167018,0.123154394,0.001068365,0.007174913,0.0011178128,0.0038326033,0.00022783602],"about_ca_topic_score_codex":0.001335191,"about_ca_topic_score_gemma":0.0014982325,"teacher_disagreement_score":0.4468467,"about_ca_system_score_codex":0.00005072031,"about_ca_system_score_gemma":0.00017394278,"threshold_uncertainty_score":0.47264215},"labels":[],"label_agreement":null},{"id":"W2033640301","doi":"10.1186/1471-2288-13-114","title":"Heterogeneity and event dependence in the analysis of sickness absence","year":2013,"lang":"en","type":"article","venue":"BMC Medical Research Methodology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Duration (music); Context (archaeology); Event (particle physics); Poisson distribution; Set (abstract data type); Econometrics; Poisson regression; Survival analysis; Conditional probability; Psychology; Public health; Medicine; Computer science; Statistics; Population; Environmental health; Geography; Economics; Mathematics; Internal medicine","score_opus":0.4047481177464166,"score_gpt":0.5467519255641723,"score_spread":0.14200380781775568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033640301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9630099,0.00066738063,0.031359196,0.004114982,0.000046686717,0.0005264102,0.0000021920412,0.000008384206,0.00026487652],"genre_scores_gemma":[0.9767959,0.00038084053,0.022098547,0.00043228854,0.000048386617,0.00013092741,0.000005570919,0.000006870684,0.000100686215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98673415,0.009942625,0.0004831171,0.0003934085,0.0019278476,0.0005188218],"domain_scores_gemma":[0.96087,0.037710726,0.00006718815,0.00064084254,0.00034817256,0.0003630715],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02634859,0.0001013179,0.0006156319,0.0005512612,0.000047325662,0.00001023987,0.00048598164,0.00022058202,0.0010296819],"category_scores_gemma":[0.08116497,0.000061216255,0.000106272426,0.0015306933,0.0011641303,0.000049894676,0.00026073412,0.000823444,0.00002897897],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033447807,0.00050907675,0.817313,0.00060475565,0.000511087,0.00024311547,0.0027264217,0.00004535538,0.0067229476,0.002250994,0.000852215,0.16788651],"study_design_scores_gemma":[0.0006680257,0.00023923992,0.9843337,0.00009920801,0.00009673856,0.00010019297,0.0010553155,0.010714654,0.0011557541,0.0013076967,0.0001680271,0.000061454135],"about_ca_topic_score_codex":0.0043342933,"about_ca_topic_score_gemma":0.01124143,"teacher_disagreement_score":0.16782506,"about_ca_system_score_codex":0.000042023345,"about_ca_system_score_gemma":0.00045139962,"threshold_uncertainty_score":0.99988353},"labels":[],"label_agreement":null},{"id":"W2033688408","doi":"10.1016/j.archger.2011.04.020","title":"Frailty and survival of older Chinese adults in urban and rural areas: Results from the Beijing Longitudinal Study of Aging","year":2011,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Institute for Biodiagnostics; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Beijing; Longitudinal study; Demography; Rural area; Medicine; Hazard ratio; Gerontology; China; Proportional hazards model; Older people; Chinese people; Geography; Confidence interval","score_opus":0.035268540245217854,"score_gpt":0.287977081351133,"score_spread":0.2527085411059151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033688408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963502,0.0024810594,0.000042029802,0.0001860442,0.00009384909,0.00036454527,0.000065121516,0.000007620616,0.00040950897],"genre_scores_gemma":[0.99876505,0.0003323365,0.00079444156,0.000012603252,0.000047133428,0.000004482025,0.000016463704,0.000009410999,0.000018094024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998689,0.00016425864,0.0005416721,0.0002864972,0.00012956136,0.00018899894],"domain_scores_gemma":[0.99807096,0.0012503,0.00026944873,0.00030038407,0.000039581,0.00006932923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024351613,0.00016711542,0.0005568502,0.00012968856,0.0000462751,0.000003079248,0.00011236744,0.000074799325,0.0000056212284],"category_scores_gemma":[0.00040438556,0.00011703084,0.000036166097,0.00011795396,0.00044272657,0.000069223985,0.0001660994,0.0002056092,7.896151e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018313592,0.00034919672,0.92020464,0.00010476477,0.00010464855,0.000018246477,0.07112542,6.4752186e-7,0.000116167146,0.000043661417,0.000010288169,0.0060909805],"study_design_scores_gemma":[0.007028762,0.0007602729,0.9842756,0.00019304633,0.0001133349,0.000018914721,0.006881438,0.00011775639,0.00005230884,0.00046371276,0.0000022372542,0.00009262355],"about_ca_topic_score_codex":0.005278072,"about_ca_topic_score_gemma":0.0058796317,"teacher_disagreement_score":0.06424398,"about_ca_system_score_codex":0.000003401646,"about_ca_system_score_gemma":0.000024215276,"threshold_uncertainty_score":0.79789007},"labels":[],"label_agreement":null},{"id":"W2033839954","doi":"10.1016/j.cger.2010.08.008","title":"Frailty Defined by Deficit Accumulation and Geriatric Medicine Defined by Frailty","year":2010,"lang":"en","type":"article","venue":"Clinics in Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":991,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Compromise; Geriatrics; Gerontology; Function (biology); Intensive care medicine; Psychiatry","score_opus":0.05177224066464654,"score_gpt":0.35876535027152434,"score_spread":0.3069931096068778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033839954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9528546,0.008882502,0.0009288503,0.024802707,0.0041768374,0.0017879913,0.00010656928,0.00035966872,0.0061003254],"genre_scores_gemma":[0.97821426,0.004484752,0.0043696505,0.0039037943,0.003008325,0.00012925001,0.0017571499,0.0001999332,0.003932895],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99290895,0.00024303512,0.00281613,0.0015487132,0.0013674556,0.0011156833],"domain_scores_gemma":[0.99235964,0.0037192449,0.0009358061,0.0015666186,0.00044962717,0.0009690885],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029748005,0.0009212384,0.002104536,0.0009629457,0.00022861309,0.000033415625,0.00054602406,0.0011689216,0.0024339135],"category_scores_gemma":[0.014863644,0.00074942195,0.00016713499,0.0022858945,0.0009099073,0.00026674266,0.00022980178,0.002338337,0.00013300215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014063085,0.0017403658,0.24145399,0.0010382506,0.00029422826,0.00021299793,0.0021199556,0.00001572091,0.053541567,0.0016430279,0.6098781,0.08665546],"study_design_scores_gemma":[0.08499975,0.008059483,0.41995367,0.0014529552,0.002528788,0.000868744,0.001182674,0.007849444,0.00088639185,0.011123484,0.4579759,0.0031186985],"about_ca_topic_score_codex":0.0012444666,"about_ca_topic_score_gemma":0.0003113118,"teacher_disagreement_score":0.1784997,"about_ca_system_score_codex":0.00018875941,"about_ca_system_score_gemma":0.00025867624,"threshold_uncertainty_score":0.9999633},"labels":[],"label_agreement":null},{"id":"W2034294534","doi":"10.1111/j.1582-4934.2008.00270.x","title":"Apolipoprotein E‐polymorphism, frailty and mortality in older adults","year":2008,"lang":"en","type":"article","venue":"Journal of Cellular and Molecular Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Gerontology; Polymorphism (computer science); Apolipoprotein E; Medicine; Genetics; Biology; Demography; Internal medicine; Genotype; Gene; Disease; Sociology","score_opus":0.017495875311185245,"score_gpt":0.2677181836386346,"score_spread":0.25022230832744935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034294534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768347,0.017140698,0.0015399065,0.0033198246,0.00016727773,0.00033560014,0.0000017623153,0.0000102777385,0.0006499137],"genre_scores_gemma":[0.99637705,0.0013693683,0.00058047054,0.0011344498,0.00029242554,0.0000035405974,0.000007823006,0.00002663196,0.00020825418],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9980778,0.000078371115,0.00071275496,0.00023295383,0.0006283624,0.00026975773],"domain_scores_gemma":[0.998849,0.0000433892,0.00025854295,0.0002570201,0.00018083042,0.00041126806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047352895,0.00022272702,0.0007060406,0.00031594344,0.000045579694,0.000004913758,0.000087364824,0.00014319528,0.00008420568],"category_scores_gemma":[0.0003257895,0.00016617743,0.000080375365,0.00022812228,0.0003817853,0.00009381495,0.000042391235,0.0005006053,0.0000014516312],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014311976,0.00089450984,0.14148316,0.0011169276,0.00050849136,0.038397208,0.009940646,0.0000057366387,0.77845997,0.00031993355,0.0027931617,0.024649037],"study_design_scores_gemma":[0.033834588,0.0030887178,0.8246548,0.0045864037,0.0005809627,0.017242791,0.0009997179,0.00032651811,0.10898844,0.00053370534,0.004639706,0.00052361004],"about_ca_topic_score_codex":0.00032419423,"about_ca_topic_score_gemma":0.000017050905,"teacher_disagreement_score":0.6831717,"about_ca_system_score_codex":0.000039407816,"about_ca_system_score_gemma":0.00010105712,"threshold_uncertainty_score":0.6776519},"labels":[],"label_agreement":null},{"id":"W2034453681","doi":"10.1016/j.aprim.2009.09.024","title":"Prevalencia de fragilidad en una población urbana de mayores de 65 años y su relación con comorbilidad y discapacidad","year":2010,"lang":"es","type":"article","venue":"Atención Primaria","topic":"Frailty in Older Adults","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Marital status; Comorbidity; Demography; Odds ratio; Population; Cohort; Gerontology; Environmental health; Internal medicine","score_opus":0.008202760038231626,"score_gpt":0.2785721120052135,"score_spread":0.27036935196698186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034453681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.971283,0.0028727842,0.0010256252,0.00989248,0.0018263592,0.0023412514,0.00034699007,0.0006773707,0.009734122],"genre_scores_gemma":[0.9758582,0.0009961168,0.010205867,0.002113778,0.0020173949,0.0002557731,0.00019652412,0.00038325545,0.007973069],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9906592,0.0010055383,0.0017631059,0.0017939636,0.0014616568,0.0033165417],"domain_scores_gemma":[0.992084,0.0017401233,0.0007561366,0.003002718,0.0006158695,0.0018011165],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0034818843,0.0014995122,0.0017057708,0.0005323079,0.0005417599,0.00043080142,0.0018198739,0.0020459143,0.0028312923],"category_scores_gemma":[0.005947407,0.0014685306,0.00072355475,0.0008541944,0.0013086513,0.000702187,0.00069021573,0.0041964385,0.0014174769],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090486824,0.0010807592,0.7375477,0.002601998,0.00079196715,0.00099542,0.008954816,0.000036606176,0.19908467,0.015302944,0.017088298,0.015609973],"study_design_scores_gemma":[0.0067464947,0.0013197076,0.890537,0.002230763,0.0019362653,0.0017941137,0.0012528824,0.004623255,0.05152998,0.009841207,0.02605352,0.0021347923],"about_ca_topic_score_codex":0.0070615243,"about_ca_topic_score_gemma":0.00079198903,"teacher_disagreement_score":0.15298934,"about_ca_system_score_codex":0.0019905153,"about_ca_system_score_gemma":0.003091518,"threshold_uncertainty_score":0.9997754},"labels":[],"label_agreement":null},{"id":"W2035150167","doi":"10.3322/caac.21163","title":"Significant risk of falls in older cancer patients","year":2012,"lang":"en","type":"article","venue":"CA A Cancer Journal for Clinicians","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Falls in older adults; Medicine; Gerontology; Human factors and ergonomics; Poison control; Medical emergency","score_opus":0.03908491910485382,"score_gpt":0.38336331183267336,"score_spread":0.3442783927278195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035150167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99091524,0.0028592725,0.00017866693,0.00088538893,0.003518412,0.0008071787,0.0004881937,0.000011921071,0.00033575163],"genre_scores_gemma":[0.9927471,0.0035522801,0.00034988098,0.0008202341,0.001203849,0.0001238512,0.000011946113,0.000049450966,0.0011413839],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978695,0.0000787303,0.00093004294,0.00019041669,0.00035560166,0.00057569105],"domain_scores_gemma":[0.9980985,0.00030923658,0.0006245745,0.00021384709,0.00043229468,0.00032156348],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006847899,0.00018925476,0.0005675324,0.00017791482,0.00007605503,0.000010479463,0.00015112884,0.00015326455,0.00040743704],"category_scores_gemma":[0.00062815775,0.00015387112,0.00029758178,0.00022032535,0.00008668993,0.00017137815,0.000022841123,0.0005885331,0.000010515243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039293524,0.00070239586,0.9472619,0.00014571201,0.00019257562,0.0000044427443,0.0025053842,0.000081574435,0.00022161458,0.0000085879155,0.017071689,0.03141116],"study_design_scores_gemma":[0.009240977,0.00067673536,0.94467443,0.0013561011,0.00052416645,0.000012587597,0.0006331069,0.00013190738,0.0013027642,0.00007938711,0.04110952,0.0002583025],"about_ca_topic_score_codex":0.0007953658,"about_ca_topic_score_gemma":0.0007753129,"teacher_disagreement_score":0.031152856,"about_ca_system_score_codex":0.00037823155,"about_ca_system_score_gemma":0.00039360885,"threshold_uncertainty_score":0.6274682},"labels":[],"label_agreement":null},{"id":"W2035774055","doi":"10.1186/s12916-015-0328-1","title":"No evidence that frailty modifies the positive impact of antihypertensive treatment in very elderly people: an investigation of the impact of frailty upon treatment effect in the HYpertension in the Very Elderly Trial (HYVET) study, a double-blind, placebo-controlled study of antihypertensives in people with hypertension aged 80 and over","year":2015,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":328,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"Servier; Dunhill Medical Trust; British Heart Foundation; National Institute for Health and Care Research; Imperial College London; Advantage West Midlands","keywords":"Medicine; Stroke (engine); Placebo; Indapamide; Blood pressure; Internal medicine; Population; Quality of life (healthcare); Physical therapy; Depression (economics); Perindopril; Proportional hazards model; Gerontology; Alternative medicine","score_opus":0.11017758650331648,"score_gpt":0.3540489560763369,"score_spread":0.2438713695730204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035774055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796673,0.001161732,0.0000012222605,0.0005407932,0.00012945883,0.01845137,0.000015788306,0.000011730218,0.000020625796],"genre_scores_gemma":[0.99900085,0.00021329484,0.000011678916,0.000085772605,0.00009094612,0.0005164476,0.0000299768,0.000042479747,0.000008555415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9917784,0.0040077446,0.0014732978,0.0007317062,0.0015297638,0.00047914014],"domain_scores_gemma":[0.98995954,0.0067070406,0.0010831916,0.001498268,0.0006086718,0.00014326737],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003304952,0.0007765573,0.0031673347,0.0006707088,0.00010164186,0.000023091972,0.00046485776,0.0002045063,0.0000065945237],"category_scores_gemma":[0.0023479052,0.000269942,0.0003190108,0.001602966,0.0005234907,0.00037705782,0.00008738331,0.00051317486,4.406607e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.3074523,0.0039424966,0.6052321,0.000074117364,0.0004538302,0.0001293835,0.073192045,0.0007972629,0.008245836,6.729489e-7,0.000035032892,0.00044492044],"study_design_scores_gemma":[0.27792174,0.09077435,0.5888981,0.0013599428,0.0008323873,0.00010814005,0.037848365,0.0016262716,0.00047820093,0.000008685004,5.5552153e-8,0.00014376777],"about_ca_topic_score_codex":0.13927874,"about_ca_topic_score_gemma":0.07660987,"teacher_disagreement_score":0.08683185,"about_ca_system_score_codex":0.0004778401,"about_ca_system_score_gemma":0.00089796033,"threshold_uncertainty_score":0.99997526},"labels":[],"label_agreement":null},{"id":"W2035804436","doi":"10.1111/jgs.12146","title":"Frailty and Fracture, Disability, and Falls: A Multiple Country Study From the Global Longitudinal Study of Osteoporosis in Women","year":2013,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; St. Joseph's Hospital","funders":"National Institute on Aging; Versus Arthritis; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Medical Research Council; National Institute for Health and Care Research","keywords":"Medicine; Demography; Osteoporosis; Gerontology; Confidence interval; Odds ratio; Poison control; Hip fracture; Cohort study; Injury prevention; Observational study; Cohort; Longitudinal study; Physical therapy; Internal medicine; Environmental health","score_opus":0.018449453388681137,"score_gpt":0.2901833857254177,"score_spread":0.27173393233673654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035804436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99607533,0.0004711917,0.0000140747525,0.0022272218,0.00012905414,0.0010311152,0.000038808335,0.0000065173294,0.000006665919],"genre_scores_gemma":[0.99825084,0.00021447585,0.0005659084,0.00074144034,0.00018737979,0.000018276458,6.317841e-7,0.000014848788,0.0000061917567],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977643,0.0002718587,0.000714887,0.00025039178,0.0007296672,0.0002689312],"domain_scores_gemma":[0.99734855,0.0007964257,0.0009934631,0.00048461813,0.00022035537,0.00015661793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007826956,0.00021332076,0.00074304896,0.000018193896,0.00011335047,0.00006344844,0.00035859807,0.000055272718,0.000020526833],"category_scores_gemma":[0.0005553058,0.000115861585,0.00015393065,0.00069485797,0.00060791103,0.00015688398,0.00033347806,0.0005464886,5.1222395e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021577309,0.0018157434,0.9711998,0.000018406514,0.00036383394,0.0000039259853,0.022996688,0.000025640451,0.000052294843,1.7473036e-7,0.0012405443,0.0020671925],"study_design_scores_gemma":[0.0038835718,0.0016389211,0.8719924,0.000028298322,0.00022521721,0.000028209653,0.12181998,0.000089224675,0.0000031752832,0.0001221764,0.00007466245,0.000094152354],"about_ca_topic_score_codex":0.014537416,"about_ca_topic_score_gemma":0.0008888994,"teacher_disagreement_score":0.09920737,"about_ca_system_score_codex":0.0004153249,"about_ca_system_score_gemma":0.000106371735,"threshold_uncertainty_score":0.99202484},"labels":[],"label_agreement":null},{"id":"W2035979065","doi":"10.1017/s0714980811000511","title":"Frailty Markers Predicting Emergency Department Visits in a Community-Dwelling Sample of Vulnerable Seniors in Montreal","year":2011,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Jewish General Hospital; University of Toronto; Université de Montréal; University of Alberta","funders":"","keywords":"Emergency department; Gerontology; Medicine; Logistic regression; Psychiatry; Internal medicine","score_opus":0.023121606390812597,"score_gpt":0.244155172845131,"score_spread":0.2210335664543184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2035979065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781538,0.0061581363,0.00011883902,0.0031355405,0.0043487996,0.0009179896,0.0003861443,0.000015749125,0.0067650042],"genre_scores_gemma":[0.9947996,0.0015846074,0.000920564,0.00035188513,0.0005064034,0.00004702553,0.0000823172,0.00011187557,0.0015957323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99298614,0.0017778671,0.0020019414,0.0005421859,0.00029028102,0.0024015815],"domain_scores_gemma":[0.9943075,0.00072115706,0.0006570072,0.0008009022,0.00032030462,0.0031931403],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005274151,0.0006486813,0.001037356,0.0017126832,0.0006287909,0.00006109578,0.0006906965,0.00032333878,0.002545296],"category_scores_gemma":[0.0021298558,0.0007626362,0.0002694774,0.0010771328,0.00018059874,0.0003142034,0.000062946776,0.003348245,0.000022599652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020122851,0.0005949966,0.8370558,0.0012189234,0.00042186904,0.008170136,0.099328876,0.00804616,0.000075719545,0.0006238089,0.0037128136,0.040549666],"study_design_scores_gemma":[0.006284783,0.0020595766,0.8630172,0.02507304,0.00040718765,0.001664931,0.035238747,0.010620539,0.0003489222,0.0012903977,0.052619815,0.0013748786],"about_ca_topic_score_codex":0.83955777,"about_ca_topic_score_gemma":0.98890626,"teacher_disagreement_score":0.1493485,"about_ca_system_score_codex":0.0055705816,"about_ca_system_score_gemma":0.001459825,"threshold_uncertainty_score":0.99948245},"labels":[],"label_agreement":null},{"id":"W2036102036","doi":"10.5770/cgj.17.114","title":"Do Performance-based Health Measures Reflect Differences in Frailty Among Immigrants Age 50+ in Europe?","year":2014,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; Nova Scotia Health Authority; Dalhousie University","funders":"National Institute on Aging; Canadian Institutes of Health Research; Dalhousie University; European Commission; Dalhousie Medical Research Foundation","keywords":"Medicine; Immigration; Gerontology; Frailty Index; Demography","score_opus":0.04663300610728759,"score_gpt":0.2755237517941982,"score_spread":0.2288907456869106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036102036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924456,0.0009032391,0.000117715674,0.0035496375,0.0006001285,0.00030994197,0.000014385985,0.000019934576,0.002039436],"genre_scores_gemma":[0.99658793,0.0005678606,0.00047847815,0.0016146895,0.00041917467,0.0000076026636,0.00001511746,0.000040969633,0.00026818103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99713326,0.00033655216,0.00071996695,0.00031800906,0.0005330354,0.00095916854],"domain_scores_gemma":[0.99782073,0.0000971815,0.00023433361,0.00033062353,0.00018771672,0.0013293821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016073278,0.00025865424,0.0005760891,0.00157706,0.00019286072,0.00013054721,0.00031612202,0.00015689057,0.00008878095],"category_scores_gemma":[0.0007546167,0.00023140633,0.00007818423,0.0012923589,0.000088817,0.00015521033,0.0000152162465,0.0011618308,0.00002805296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000786016,0.000050830673,0.9506768,0.00011052711,0.000013945705,0.00046020994,0.0008573536,0.00011515677,0.000048489303,0.000009920872,0.0035876597,0.043990504],"study_design_scores_gemma":[0.0027118523,0.00037222568,0.98317784,0.0005958145,0.000013834016,0.00014322808,0.00008421546,0.00089722715,0.000030794305,0.000040091538,0.011693391,0.00023949094],"about_ca_topic_score_codex":0.0723323,"about_ca_topic_score_gemma":0.5862697,"teacher_disagreement_score":0.51393735,"about_ca_system_score_codex":0.0010511536,"about_ca_system_score_gemma":0.0028992607,"threshold_uncertainty_score":0.9436476},"labels":[],"label_agreement":null},{"id":"W203690341","doi":"10.1007/978-3-642-40017-9_9","title":"Using Machine Learning to Plan Rehabilitation for Home Care Clients: Beyond “Black-Box” Predictions","year":2013,"lang":"en","type":"book-chapter","venue":"Intelligent systems reference library","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Machine learning; Health care; Artificial intelligence; Computer science; Black box; Resource (disambiguation); Resistance (ecology); Plan (archaeology); Rehabilitation; Perception; Data science; Knowledge management; Medicine; Psychology","score_opus":0.05372047603595827,"score_gpt":0.2862023989486295,"score_spread":0.23248192291267122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W203690341","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0222564,0.017220354,0.025968144,0.0030424155,0.010999086,0.035321247,0.009002937,0.0032850916,0.8729043],"genre_scores_gemma":[0.12029467,0.0005469402,0.008453981,0.0003817359,0.0018696325,0.0006809294,0.009769612,0.0005761547,0.85742635],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963786,0.00008292547,0.0013117217,0.0010142467,0.0006783171,0.0005341673],"domain_scores_gemma":[0.9971728,0.00049345766,0.0005030787,0.00087880396,0.00043304128,0.0005188259],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013069397,0.00071725016,0.0010704967,0.00078296964,0.0002053948,0.00018811155,0.00036990538,0.00079221395,0.00094988977],"category_scores_gemma":[0.00020013751,0.0006617442,0.00031947796,0.00012382997,0.00013918283,0.00056283316,0.00020083776,0.00097235205,0.00096449023],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005681173,0.0012434005,0.059783798,0.08128673,0.0065463088,0.00036786348,0.07995832,0.033320684,0.0022489007,0.29111692,0.36121747,0.07722843],"study_design_scores_gemma":[0.00085607474,0.002829623,0.00024220144,0.011581489,0.00043134813,0.00010102654,0.0027043342,0.0065960432,0.000219485,0.0016058924,0.9717698,0.0010626526],"about_ca_topic_score_codex":0.00020184446,"about_ca_topic_score_gemma":0.000016806815,"teacher_disagreement_score":0.6105524,"about_ca_system_score_codex":0.0004308115,"about_ca_system_score_gemma":0.00027706212,"threshold_uncertainty_score":0.9999634},"labels":[],"label_agreement":null},{"id":"W2037016854","doi":"10.1590/1982-0194201400007","title":"Assessment of the frailty level of elderly people with chronic kidney disease undergoing hemodialysis","year":2014,"lang":"en","type":"article","venue":"Acta Paulista de Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Medicine; Hemodialysis; Kidney disease; Gerontology; Disease; Portuguese; Elderly people; Renal replacement therapy; Physical therapy; Intensive care medicine; Internal medicine","score_opus":0.037604161636946215,"score_gpt":0.3067333216617172,"score_spread":0.26912916002477094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037016854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97374666,0.000069688875,0.010839684,0.0067104693,0.00014058914,0.0006232081,0.00018372771,0.00006291267,0.0076230704],"genre_scores_gemma":[0.99581325,0.000025748446,0.0019686008,0.0006213754,0.00012200453,0.000028473909,0.00007511836,0.000044934364,0.001300509],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807084,0.00017731878,0.00040957105,0.00032743064,0.00064856623,0.0003662589],"domain_scores_gemma":[0.9975946,0.0003491138,0.00030276165,0.0011948079,0.00019044077,0.00036829777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032831097,0.00024088734,0.00049698027,0.000093498624,0.000089053814,0.000024919245,0.000363927,0.000085391686,0.00025056745],"category_scores_gemma":[0.0008240828,0.00016555551,0.00019740216,0.00039510158,0.00017655635,0.0001375254,0.000113715134,0.000300013,0.0000054331995],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043426215,0.0010807221,0.8723234,0.004410465,0.00096961035,0.000045348243,0.0016613769,0.0007762265,0.0842701,0.0029326591,0.02332385,0.007771966],"study_design_scores_gemma":[0.0033646182,0.00047322054,0.97845745,0.0007156616,0.00066954154,0.000020537364,0.00011934144,0.003939926,0.00683355,0.00017295846,0.005004922,0.00022824694],"about_ca_topic_score_codex":0.00036016828,"about_ca_topic_score_gemma":0.0010125936,"teacher_disagreement_score":0.10613406,"about_ca_system_score_codex":0.00027318663,"about_ca_system_score_gemma":0.001723029,"threshold_uncertainty_score":0.6751158},"labels":[],"label_agreement":null},{"id":"W2037261637","doi":"10.3928/0098-9134-20030801-04","title":"Geriatric Nursing Assessment","year":2003,"lang":"en","type":"article","venue":"Journal of Gerontological Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Documentation; Nursing; Medicine; Gerontological nursing; Psychosocial; Nursing process; Nursing care; Nursing assessment; Geriatrics; Confusion; Nurse education; Medical education; MEDLINE; Psychology; Psychiatry; Computer science","score_opus":0.04180000758231441,"score_gpt":0.37179647854592135,"score_spread":0.32999647096360696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037261637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8032813,0.004370334,0.038344547,0.011907079,0.002819915,0.00033560366,9.727137e-7,0.000060877894,0.13887934],"genre_scores_gemma":[0.93452424,0.000057472746,0.0644771,0.00025766884,0.0003412704,8.6766005e-7,7.2245916e-7,0.000014867938,0.000325789],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980812,0.00017649114,0.0006615986,0.00016947578,0.000535072,0.0003761518],"domain_scores_gemma":[0.9987439,0.00015591855,0.000373185,0.00018016802,0.00024035586,0.00030649776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055003975,0.00016975639,0.00055418466,0.00016597965,0.00009411397,0.000035002915,0.00011120714,0.00016284242,0.0003676765],"category_scores_gemma":[0.00052307337,0.00012135641,0.00024540388,0.00021600387,0.00016959039,0.00016286976,0.0000043294967,0.00059728103,0.000009993203],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013107904,0.0077063604,0.039769355,0.00014051031,0.00037844072,0.0030879867,0.0023172495,0.00015216111,0.032717545,0.015784577,0.050361775,0.84627324],"study_design_scores_gemma":[0.015467725,0.010425089,0.84913456,0.0069520418,0.0015681207,0.05633442,0.0044039767,0.00065045635,0.005874237,0.02540874,0.022783846,0.0009967645],"about_ca_topic_score_codex":9.99689e-7,"about_ca_topic_score_gemma":2.8136017e-7,"teacher_disagreement_score":0.8452765,"about_ca_system_score_codex":0.0007536102,"about_ca_system_score_gemma":0.00021330302,"threshold_uncertainty_score":0.49487707},"labels":[],"label_agreement":null},{"id":"W2037391096","doi":"10.1186/1471-2458-12-69","title":"The predictive validity of three self-report screening instruments for identifying frail older people in the community","year":2012,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Stichting Innovatie Alliantie; Zuyd Hogeschool; Universiteit Maastricht","keywords":"Medicine; Biostatistics; Predictive validity; Odds ratio; Odds; Positive predicative value; Gerontology; Prospective cohort study; Predictive power; Risk assessment; Public health; Epidemiology; Logistic regression; Predictive value; Clinical psychology; Internal medicine","score_opus":0.18226379240053872,"score_gpt":0.38678229915931883,"score_spread":0.2045185067587801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037391096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95523995,0.00024285303,0.030723538,0.009999062,0.00046543978,0.0025480161,0.000039323604,0.00008473433,0.0006570709],"genre_scores_gemma":[0.9934396,0.000035071545,0.005106144,0.00075533084,0.00022387889,0.00025699096,0.00010320345,0.000026323916,0.00005341433],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965335,0.0009830216,0.0007871229,0.00017674101,0.0006950757,0.0008245474],"domain_scores_gemma":[0.9963072,0.001718265,0.0004688415,0.0009992967,0.00023161706,0.00027479258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012773142,0.00017139758,0.00038473538,0.00011448511,0.00071911,0.000056830846,0.00046116454,0.00010252132,0.000013210671],"category_scores_gemma":[0.0026035379,0.00010769724,0.0001220541,0.00047403507,0.00010274801,0.00041264063,0.0001698828,0.0006945969,0.0000032702392],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035335343,0.0006317194,0.97021306,0.0004884548,0.000060350245,5.6079216e-7,0.017877076,0.0000010459114,0.0000027903532,0.00022359316,0.0026953658,0.0077706743],"study_design_scores_gemma":[0.0017385548,0.00025854527,0.9831781,0.00015249455,0.000029370258,0.00009937974,0.008146128,0.0006497976,0.000018404737,0.00019063975,0.0054549826,0.00008362998],"about_ca_topic_score_codex":0.0032634246,"about_ca_topic_score_gemma":0.008152627,"teacher_disagreement_score":0.03819968,"about_ca_system_score_codex":0.00029425882,"about_ca_system_score_gemma":0.0008913652,"threshold_uncertainty_score":0.55308855},"labels":[],"label_agreement":null},{"id":"W2037589901","doi":"10.1017/s0959259814000124","title":"Frailty in relation to sedentary behaviours and moderate-vigorous intensity physical activity","year":2014,"lang":"en","type":"article","venue":"Reviews in Clinical Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Capital District Health Authority","funders":"","keywords":"Life expectancy; Physical activity; Gerontology; Association (psychology); Medicine; Sedentary lifestyle; Population; Psychology; Demography; Environmental health; Physical therapy; Sociology","score_opus":0.17715471447900652,"score_gpt":0.45366204509822444,"score_spread":0.27650733061921795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037589901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916226,0.0006125707,0.0007947654,0.0050471155,0.0003603799,0.0009757633,0.000002489521,0.000028938512,0.0005553273],"genre_scores_gemma":[0.9947828,0.000689712,0.0017600423,0.0022854584,0.00021369153,0.000050261504,0.000012178276,0.000016729658,0.00018911698],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99729484,0.000787174,0.00082416896,0.0006303959,0.00012704187,0.00033636374],"domain_scores_gemma":[0.99818534,0.0008658454,0.00016533092,0.0004982379,0.000051722862,0.00023353867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017520263,0.00021090751,0.00150624,0.00009211969,0.000025472358,0.0000072968623,0.00010959542,0.00031337785,0.000024025485],"category_scores_gemma":[0.0034163091,0.00018049436,0.00014233172,0.00016640668,0.00016478487,0.00009704789,0.00012748453,0.00093350187,0.0000824723],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000543433,0.0008485822,0.47470528,0.000090582354,0.0000108409085,0.000033708304,0.00031623855,0.000008686313,0.000056965586,0.00012326978,0.0009954564,0.522267],"study_design_scores_gemma":[0.0017892284,0.000689175,0.9894569,0.0003836347,0.000057092413,0.000058939775,0.000011483896,0.0033972214,0.000023115863,0.0005262194,0.0034364252,0.00017058398],"about_ca_topic_score_codex":0.00063308555,"about_ca_topic_score_gemma":0.0039048276,"teacher_disagreement_score":0.5220964,"about_ca_system_score_codex":0.00012838388,"about_ca_system_score_gemma":0.00003607607,"threshold_uncertainty_score":0.73603463},"labels":[],"label_agreement":null},{"id":"W2037844081","doi":"10.1111/jgs.12420","title":"Operationalization of Frailty Using Eight Commonly Used Scales and Comparison of Their Ability to Predict All‐Cause Mortality","year":2013,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":675,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Capital District Health Authority; Dalhousie University","funders":"National Institute on Aging","keywords":"Operationalization; Medicine; Frailty Index; Gerontology; Confidence interval; Scale (ratio); Demography; Health and Retirement Study; Receiver operating characteristic; Internal medicine","score_opus":0.06315266575316557,"score_gpt":0.35236369376260124,"score_spread":0.28921102800943566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037844081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941249,0.00017881289,0.0030865232,0.0019693663,0.00013374566,0.00043398354,0.00005045382,0.0000065155946,0.000015719865],"genre_scores_gemma":[0.9880443,0.00012128231,0.011339607,0.00033758802,0.00012632288,0.0000022135373,0.000004923241,0.000015691305,0.0000080625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798095,0.00018206066,0.0009274948,0.00014193259,0.00061071705,0.00015685134],"domain_scores_gemma":[0.99697405,0.00026005268,0.0014018567,0.0003827794,0.00082422415,0.00015702903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005407924,0.00015072446,0.00070009247,0.000050517046,0.00007554862,0.000022721095,0.00023829656,0.00006185947,0.000019871752],"category_scores_gemma":[0.00034656876,0.00009772426,0.0003111451,0.0005292536,0.00044124466,0.00017344755,0.00012870555,0.000251713,3.6705282e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055002096,0.00033995984,0.91354865,0.00012460274,0.00044090705,2.7183734e-7,0.0030046336,0.0016108309,0.07641331,0.000011782658,0.0036955397,0.0007544943],"study_design_scores_gemma":[0.00087883195,0.000453005,0.97574824,0.000091978945,0.00042147152,0.000028358581,0.0024158105,0.011718354,0.007878983,0.00012357313,0.00013192154,0.00010947845],"about_ca_topic_score_codex":0.00051799684,"about_ca_topic_score_gemma":0.00003021112,"teacher_disagreement_score":0.06853433,"about_ca_system_score_codex":0.00015428639,"about_ca_system_score_gemma":0.00020102054,"threshold_uncertainty_score":0.39850795},"labels":[],"label_agreement":null},{"id":"W2037871731","doi":"10.4017/gt.2010.09.02.113.00","title":"CIHR Canada-UK New Dynamics of Ageing Research Initiative","year":2010,"lang":"en","type":"article","venue":"Gerontechnology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ageing; Dynamics (music); Political science; Sociology; Medicine; Pedagogy","score_opus":0.052557672597518236,"score_gpt":0.3387673688883436,"score_spread":0.2862096962908253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037871731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.942661,0.00014893597,0.0006913697,0.034554336,0.00058780116,0.0003971767,0.000024304938,0.000119451106,0.020815605],"genre_scores_gemma":[0.9939662,0.000014969736,0.0025991055,0.00022336171,0.00008498457,0.000010994179,0.000021448952,0.000020773969,0.0030581441],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.998648,0.00002959207,0.0002606781,0.0002556604,0.00036006162,0.00044604196],"domain_scores_gemma":[0.9986861,0.00019396395,0.00007432795,0.0006207455,0.00030543932,0.000119464414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025458305,0.000111495516,0.00029820483,0.0002908464,0.000057381603,0.0000042009365,0.0002843671,0.00033894158,0.00030875573],"category_scores_gemma":[0.0015237342,0.00010811635,0.000033319808,0.000404435,0.00046123427,0.000032946064,0.00016880607,0.0014116861,0.000019608342],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040461426,0.00032617556,0.06878547,0.00034939632,0.00043865934,0.0023178314,0.00196791,0.00000546611,0.13517193,0.12269336,0.28670278,0.38083643],"study_design_scores_gemma":[0.015815068,0.004967668,0.20353234,0.0012155671,0.0002848881,0.0028467681,0.016839206,0.0051354496,0.41991192,0.07152968,0.25622135,0.0017001018],"about_ca_topic_score_codex":0.40108734,"about_ca_topic_score_gemma":0.95720875,"teacher_disagreement_score":0.5561214,"about_ca_system_score_codex":0.0002592772,"about_ca_system_score_gemma":0.0015283587,"threshold_uncertainty_score":0.61331517},"labels":[],"label_agreement":null},{"id":"W2038678992","doi":"10.1186/1471-2318-8-10","title":"Adverse outcomes following hospitalization in acutely ill older patients","year":2008,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"GF Strong Rehabilitation Centre; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"Canadian Institutes of Health Research; Vancouver Coastal Health Research Institute","keywords":"Medicine; Interquartile range; Hazard ratio; Confidence interval; Adverse effect; Internal medicine; Prospective cohort study; Proportional hazards model; Population; Cohort study; Cohort; Logistic regression","score_opus":0.018289681561795976,"score_gpt":0.2623748012117133,"score_spread":0.24408511964991733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038678992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99654394,0.00008060584,0.0007654335,0.00014129242,0.0009256645,0.0006019373,0.000007766162,0.000095543546,0.0008378185],"genre_scores_gemma":[0.9931007,0.0000386442,0.0044205864,0.0004389832,0.00006832198,0.000021559568,0.00010552867,0.000037126734,0.0017685489],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858445,0.000032404678,0.00038069213,0.0002782469,0.00043222026,0.0002920162],"domain_scores_gemma":[0.99927264,0.000073708106,0.00009718189,0.00030664582,0.00013946657,0.00011036867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009369703,0.00017729515,0.00030957276,0.00024088485,0.000060217826,0.00000649864,0.00009529239,0.00013394817,0.000047325357],"category_scores_gemma":[0.00082468934,0.00016345944,0.00016814837,0.0005525238,0.000022205357,0.00018941243,0.000050793395,0.000120386285,0.000108641936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017996936,0.0002481446,0.996758,0.000043664135,0.00001792169,0.00006431835,0.000852208,0.000028805773,0.000009670642,0.000010631835,0.0015725453,0.0003761053],"study_design_scores_gemma":[0.004642307,0.00009595998,0.9939219,0.00003629393,0.000055124186,0.0000057221387,0.00008442807,0.00012444878,0.00004491904,0.000013804228,0.000797892,0.00017724541],"about_ca_topic_score_codex":0.00007107847,"about_ca_topic_score_gemma":0.000038071932,"teacher_disagreement_score":0.00462431,"about_ca_system_score_codex":0.00015288756,"about_ca_system_score_gemma":0.0001059313,"threshold_uncertainty_score":0.6665682},"labels":[],"label_agreement":null},{"id":"W2038891806","doi":"10.1093/eurheartj/eht309.p3083","title":"Frailty assessment as a prognostic tool in elderly acute coronary syndrome patients to identify those approaching end-of-life: results from prospective multicenter fate-acs study","year":2013,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mace; Acute coronary syndrome; Myocardial infarction; Internal medicine; Revascularization; Risk assessment; Conventional PCI; Unstable angina; Cardiology; Emergency medicine","score_opus":0.0525276050284582,"score_gpt":0.35450192125303553,"score_spread":0.3019743162245773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038891806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99314874,0.00004020695,0.00010950118,0.0008162764,0.00056584005,0.004449089,0.00009018504,0.000064449036,0.00071572064],"genre_scores_gemma":[0.99256426,0.000009947348,0.006165496,0.0004714571,0.00015348461,0.00006909141,0.00006711051,0.00010248497,0.00039668274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951573,0.0010298352,0.001369166,0.00069077255,0.0011441043,0.0006088385],"domain_scores_gemma":[0.99778867,0.00031498357,0.0004039327,0.0006046434,0.0004063037,0.00048148213],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011310368,0.00040273715,0.00070199644,0.00033497423,0.00017733533,0.00022145879,0.0003614253,0.000066114975,0.00025046695],"category_scores_gemma":[0.0014437407,0.00034046517,0.00015026596,0.00033167205,0.00007069343,0.0005932986,0.0003448123,0.001327149,0.0005930673],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000837672,0.0033155463,0.9786384,0.000028833525,0.00042535336,0.0016426197,0.007903999,0.000051492287,0.0012724054,0.0000010595611,0.0018650149,0.0040175654],"study_design_scores_gemma":[0.012608879,0.0046139294,0.9790445,0.001002398,0.00015487589,0.00036909143,0.0015081823,0.00014730038,0.0000601783,0.000020665926,0.00015831769,0.00031168674],"about_ca_topic_score_codex":0.0002813001,"about_ca_topic_score_gemma":0.00003002454,"teacher_disagreement_score":0.011771207,"about_ca_system_score_codex":0.0002718914,"about_ca_system_score_gemma":0.00022530767,"threshold_uncertainty_score":0.99990475},"labels":[],"label_agreement":null},{"id":"W2039044599","doi":"10.1016/j.jamda.2011.11.004","title":"Quality-of-Care Processes in Geriatric Assessment Units: Principles, Practice, and Outcomes","year":2012,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre Hospitalier de l’Université de Montréal; Institut Universitaire de Gériatrie de Montréal; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Emergency department; Geriatric care; Audit; Emergency medicine; MEDLINE; Retrospective cohort study; Autonomy; Geriatrics; Family medicine; Nursing; Internal medicine; Psychiatry","score_opus":0.025046591302130564,"score_gpt":0.3719752063403618,"score_spread":0.34692861503823125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039044599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98650485,0.001111223,0.000034152883,0.010717897,0.00041695038,0.0001828778,0.0000061166666,0.000009171779,0.001016768],"genre_scores_gemma":[0.99660826,0.0007206678,0.0013575366,0.00087630964,0.0002522821,0.0000038593985,0.000002648692,0.000013286545,0.00016513259],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965252,0.0006203726,0.0008405211,0.00008614898,0.0016924301,0.00023530987],"domain_scores_gemma":[0.9934161,0.0025947576,0.002791305,0.0001397273,0.0008278915,0.00023024759],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0029142348,0.00011703165,0.0006529215,0.00016090146,0.0000381076,0.000011817605,0.0001549389,0.0000797121,0.000019577317],"category_scores_gemma":[0.06174293,0.000071962044,0.00008888516,0.0010287325,0.00009369638,0.000250783,0.000054185813,0.0005396907,7.2957477e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007884976,0.00028647162,0.98632497,0.00018057715,0.0001527219,0.0000032150615,0.0016143115,0.0000019733554,0.00008849735,0.000023843319,0.00045126257,0.010793314],"study_design_scores_gemma":[0.0010645379,0.00019894612,0.9896009,0.0002459977,0.0001757074,0.000027221327,0.002246031,0.0000068617746,0.0000996574,0.0000066792786,0.0062549934,0.00007245691],"about_ca_topic_score_codex":0.00033171082,"about_ca_topic_score_gemma":0.00007579001,"teacher_disagreement_score":0.058828697,"about_ca_system_score_codex":0.0007554237,"about_ca_system_score_gemma":0.0008602152,"threshold_uncertainty_score":0.9461604},"labels":[],"label_agreement":null},{"id":"W2039269931","doi":"10.1071/ah13067","title":"Relationship between frailty and discharge outcomes in subacute care","year":2013,"lang":"en","type":"article","venue":"Australian Health Review","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"La Trobe University","keywords":"Medicine; Rehabilitation; Gerontology; Physical therapy; Population; Activities of daily living","score_opus":0.15108604825337377,"score_gpt":0.4235980387530201,"score_spread":0.27251199049964636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039269931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5310595,0.10190843,0.000005192854,0.36064237,0.00014795215,0.005450704,0.00008751936,0.0001109458,0.00058742036],"genre_scores_gemma":[0.9757677,0.011809348,0.0009311635,0.006509455,0.0000702311,0.00016288708,0.00018227144,0.00002712361,0.004539848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822223,0.000144825,0.00069854286,0.00030121644,0.00021118236,0.0004219834],"domain_scores_gemma":[0.99876165,0.00020132225,0.00014799336,0.00041005522,0.00006219348,0.0004168007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029509814,0.0001923041,0.0007879182,0.0000823297,0.00006647801,0.0000152122575,0.00008486636,0.00009394194,0.0003130518],"category_scores_gemma":[0.00038378307,0.0001513727,0.00007765686,0.00025996726,0.000049930386,0.00016914272,0.000029605308,0.00041938532,0.00047949512],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[8.074891e-7,0.000014676536,0.9536584,0.011292617,0.0000078992025,0.0000031349948,0.00025161394,1.26937305e-8,3.3810363e-7,0.00009753346,0.01768095,0.01699202],"study_design_scores_gemma":[0.0005444799,0.00010965288,0.9560507,0.0057246555,0.000046209258,0.00001346416,0.000076652796,2.2474718e-7,0.0000018734294,0.000081253296,0.037229266,0.00012155923],"about_ca_topic_score_codex":0.0014033109,"about_ca_topic_score_gemma":0.00017195813,"teacher_disagreement_score":0.4447082,"about_ca_system_score_codex":0.00015093818,"about_ca_system_score_gemma":0.00012561283,"threshold_uncertainty_score":0.61728},"labels":[],"label_agreement":null},{"id":"W2040413826","doi":"10.1017/s0959259802012236","title":"Some mathematical models of frailty and their clinical implications","year":2002,"lang":"en","type":"article","venue":"Reviews in Clinical Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Gerontology; Term (time); Medicine; Psychology","score_opus":0.44897625893575765,"score_gpt":0.48833998631410996,"score_spread":0.03936372737835231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040413826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5310732,0.32701346,0.013748655,0.083077155,0.0014810222,0.0075909994,0.000079452904,0.00024873868,0.035687294],"genre_scores_gemma":[0.7636208,0.20778659,0.021164004,0.0047508897,0.00066338974,0.0001913889,0.000013561812,0.00004999901,0.0017594009],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9948775,0.0006974538,0.003433794,0.00056082325,0.00009145928,0.00033893282],"domain_scores_gemma":[0.99475443,0.0034266626,0.0004538795,0.0010077654,0.00007812863,0.00027911615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026295525,0.00022427032,0.0021805672,0.00007034397,0.000024202584,0.000004267569,0.00023518181,0.0005124394,0.00031946824],"category_scores_gemma":[0.0051588947,0.00015618646,0.00043349844,0.00014588256,0.0007745031,0.00009809484,0.00013218954,0.00075214944,0.0001839534],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075367185,0.0027966527,0.056400497,0.00081897416,0.000120752135,0.000011706521,0.0003388319,0.0000014032461,0.000022131038,0.05972861,0.012127236,0.8675578],"study_design_scores_gemma":[0.011938268,0.0035357235,0.2699042,0.003112468,0.00055701827,0.00087744644,0.000104989325,0.026264539,0.000021813119,0.5184308,0.16430217,0.00095054985],"about_ca_topic_score_codex":0.0000062030244,"about_ca_topic_score_gemma":0.000031760555,"teacher_disagreement_score":0.8666073,"about_ca_system_score_codex":0.000026283018,"about_ca_system_score_gemma":0.00003579834,"threshold_uncertainty_score":0.6369099},"labels":[],"label_agreement":null},{"id":"W2040555351","doi":"10.1186/1471-2318-12-58","title":"A pilot randomized controlled trial to improve geriatric frailty","year":2012,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":164,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Health Research Institutes","keywords":"Medicine; Randomized controlled trial; Geriatric rehabilitation; Rehabilitation; Physical therapy; Gerontology; Geriatrics; Physical medicine and rehabilitation; Internal medicine; Psychiatry","score_opus":0.030747388326347262,"score_gpt":0.2957278023729568,"score_spread":0.26498041404660955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040555351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91258514,0.0024897603,0.015354003,0.0014505056,0.016166471,0.03339904,0.000038937833,0.0005957568,0.017920414],"genre_scores_gemma":[0.95475495,0.00008788499,0.020399734,0.0008389544,0.0079381615,0.0026961335,0.000030344754,0.000108386885,0.013145432],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99581647,0.000497893,0.0013600544,0.0005018786,0.0008200704,0.0010036275],"domain_scores_gemma":[0.99523526,0.002306103,0.00044059916,0.00086271996,0.0002623312,0.000892997],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003083307,0.00047977793,0.0027223537,0.0005169967,0.000112974514,0.000068429705,0.00025068098,0.00019655556,0.000602759],"category_scores_gemma":[0.012448388,0.00035728607,0.0009845782,0.00088113843,0.00007261966,0.00016610042,0.00014746982,0.00036599694,0.0009702831],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9860832,0.00089393766,0.00048627125,0.000106712905,0.00020821938,0.0000054024317,0.00025267934,0.0000045903726,0.0014299045,0.00037771082,0.009265491,0.00088586874],"study_design_scores_gemma":[0.98915476,0.0013227941,0.00066682923,0.000021487342,0.001199787,0.000027280783,0.000036642723,0.00017552332,0.00029891529,0.000088809735,0.0066055907,0.00040155905],"about_ca_topic_score_codex":0.000110146306,"about_ca_topic_score_gemma":0.000011064171,"teacher_disagreement_score":0.042169858,"about_ca_system_score_codex":0.00020614165,"about_ca_system_score_gemma":0.00042593348,"threshold_uncertainty_score":0.9998879},"labels":[],"label_agreement":null},{"id":"W2040977128","doi":"10.1017/s1041610213000902","title":"Life satisfaction and frailty in community-based older adults: cross-sectional and prospective analyses","year":2013,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Island Health; University of Waterloo; University of Manitoba","funders":"University of Manitoba","keywords":"Gerontology; Confounding; Marital status; Medicine; Cross-sectional study; Demography; Cohort; Life satisfaction; Population; Psychology; Environmental health","score_opus":0.03641448046376362,"score_gpt":0.3718214764742749,"score_spread":0.33540699601051127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040977128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994695,0.00017867003,0.0005629633,0.0019823469,0.00056575943,0.00059323263,0.000051346073,0.000059876747,0.0013108145],"genre_scores_gemma":[0.99609727,0.00007132229,0.001730592,0.0014257228,0.00023481001,0.000104274935,0.0001012821,0.000021950833,0.00021278684],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860424,0.00007592605,0.0004119375,0.00033204694,0.0004032334,0.00017262295],"domain_scores_gemma":[0.99877536,0.0002574737,0.0001343965,0.00021125542,0.00042144733,0.00020006888],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022322599,0.00017966848,0.00020817092,0.00040749807,0.00010763079,0.00014715506,0.000090479385,0.00015058847,0.00036957834],"category_scores_gemma":[0.000638295,0.00017236227,0.000055094,0.00028377952,0.00013653863,0.00034334758,0.000048803962,0.00050559064,0.00003734742],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026691117,0.00021333013,0.9949189,0.00007113826,0.00007354806,0.0000032967916,0.00030440852,0.00003796131,0.00039869425,0.00007372486,0.001055913,0.0025822187],"study_design_scores_gemma":[0.0047688573,0.00014662162,0.99184555,0.00009192186,0.000016282569,0.000040910913,0.00016602941,0.0017311261,0.00009369109,0.0006700738,0.00027447275,0.00015446346],"about_ca_topic_score_codex":0.0023411382,"about_ca_topic_score_gemma":0.00019530793,"teacher_disagreement_score":0.0045019463,"about_ca_system_score_codex":0.00016180958,"about_ca_system_score_gemma":0.000081243736,"threshold_uncertainty_score":0.70287293},"labels":[],"label_agreement":null},{"id":"W2041448343","doi":"10.1186/1471-2288-9-68","title":"A multidisciplinary systematic literature review on frailty: Overview of the methodology used by the Canadian Initiative on Frailty and Aging","year":2009,"lang":"en","type":"review","venue":"BMC Medical Research Methodology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; University of Calgary; McGill University Health Centre; Université de Montréal","funders":"Canadian Institutes of Health Research; Max Bell Foundation","keywords":"Systematic review; Multidisciplinary approach; Management science; Identification (biology); Variety (cybernetics); Flexibility (engineering); Set (abstract data type); Conceptual framework; Grey literature; Quality (philosophy); MEDLINE; Computer science; Psychology; Sociology; Political science; Social science; Engineering","score_opus":0.7288687374509886,"score_gpt":0.602523009904734,"score_spread":0.12634572754625462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041448343","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000037144641,0.97292995,0.00034885915,0.014962813,0.00034407765,0.008163325,0.0001459232,0.000037766786,0.0030635907],"genre_scores_gemma":[0.0000060846473,0.98243576,0.0070425933,0.0053055743,0.00030345572,0.0009098769,0.00011283915,0.00014901922,0.003734785],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.87559074,0.11680595,0.0019878238,0.0012481931,0.0030419012,0.0013254123],"domain_scores_gemma":[0.83244133,0.16212599,0.00095096766,0.0026033863,0.0005338713,0.0013444723],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.062353306,0.00090387557,0.007156702,0.00096444465,0.00047341458,0.000044740784,0.0019095741,0.001975495,0.0006407745],"category_scores_gemma":[0.26882312,0.00042258945,0.00097045064,0.0024099622,0.0021107069,0.00004531419,0.00070474803,0.0075071435,0.00009774097],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050715407,0.00011631746,0.000008302931,0.62108845,0.00044125668,0.00027465093,0.0008454059,7.333586e-8,0.0000014999648,0.002267334,0.018531794,0.3563742],"study_design_scores_gemma":[0.00067084027,0.0007637839,0.00005706959,0.71431124,0.0010210874,0.0011011609,0.00013330785,0.000015757145,0.00000428501,0.0007383669,0.2809056,0.00027747732],"about_ca_topic_score_codex":0.0034575472,"about_ca_topic_score_gemma":0.03191265,"teacher_disagreement_score":0.3560967,"about_ca_system_score_codex":0.0006859783,"about_ca_system_score_gemma":0.007070002,"threshold_uncertainty_score":0.9998226},"labels":[],"label_agreement":null},{"id":"W2041500148","doi":"10.1097/sla.0b013e318214bce7","title":"Preoperative Frailty and Quality of Life as Predictors of Postoperative Complications","year":2011,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":272,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Logistic regression; Quality of life (healthcare); Frailty Index; Comorbidity; Affect (linguistics); Surgery; Internal medicine","score_opus":0.4057998221789341,"score_gpt":0.3969405370215467,"score_spread":0.008859285157387431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041500148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884364,0.00055123755,0.000029689543,0.0029190187,0.00005668953,0.000284399,0.00018108085,0.00001596555,0.0075255292],"genre_scores_gemma":[0.9980633,0.0002620493,0.00027131935,0.0011018715,0.000014146483,0.000014146279,0.000031992917,0.000011080597,0.00023007522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985846,0.00012788073,0.0007206478,0.00018331906,0.00024867934,0.00013483354],"domain_scores_gemma":[0.9975812,0.00066260307,0.00034638314,0.0003469679,0.0008779549,0.00018489678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047681,0.00011822822,0.0006299802,0.0001278513,0.000026438762,0.0000018361523,0.00006484502,0.00007851858,0.00018823822],"category_scores_gemma":[0.002529473,0.00010083006,0.00012722393,0.0001787462,0.00044430405,0.00012753249,0.00004494971,0.00009600931,0.000004786722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004263078,0.00062794326,0.96673375,0.00029254233,0.0003753423,0.0000014199068,0.007540928,9.428653e-7,0.009561226,0.001969553,0.011643787,0.0008262255],"study_design_scores_gemma":[0.0002581471,0.00022328462,0.88767457,0.0002270104,0.000023568307,0.0000029784565,0.0006158796,0.0000050246936,0.11041913,0.00017625993,0.00029711222,0.000077030505],"about_ca_topic_score_codex":0.0010386092,"about_ca_topic_score_gemma":0.000024546029,"teacher_disagreement_score":0.100857906,"about_ca_system_score_codex":0.0000042009387,"about_ca_system_score_gemma":0.0002772903,"threshold_uncertainty_score":0.41117305},"labels":[],"label_agreement":null},{"id":"W2042034653","doi":"10.1007/s12603-011-0066-9","title":"Transitions in cognitive status in relation to frailty in older adults: A Comparison of three frailty measures","year":2011,"lang":"en","type":"article","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":139,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Gerontology; Cognitive decline; Cognition; Confounding; Poisson regression; Logistic regression; Multivariate statistics; Medicine; Multivariate analysis; Demography; Population; Effects of sleep deprivation on cognitive performance; Psychology; Dementia; Psychiatry; Environmental health; Internal medicine; Disease","score_opus":0.12227054708684737,"score_gpt":0.37798077305348526,"score_spread":0.2557102259666379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042034653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817282,0.0025923552,0.0047719674,0.009469663,0.00010074311,0.0011681212,0.000025479989,0.000010332718,0.0001331653],"genre_scores_gemma":[0.99668884,0.00041586213,0.0020536603,0.0007210728,0.00006591968,0.000022108246,0.0000126688665,0.000017179593,0.000002700235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99722075,0.00038839184,0.001402046,0.00013997903,0.0004787943,0.0003700169],"domain_scores_gemma":[0.9985178,0.00029877378,0.00050072087,0.00014676676,0.00034464145,0.00019125664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015346769,0.00014257747,0.00058450404,0.00085339905,0.000053191823,0.0000049096334,0.00010367092,0.000087819826,0.00005204488],"category_scores_gemma":[0.0003522674,0.00011970136,0.00007298157,0.000791626,0.00006280369,0.00023968262,0.0000140124475,0.0008604998,0.000003009747],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007669007,0.0070401905,0.5868615,0.0014464365,0.00006691576,0.00007731656,0.33583626,0.000404662,0.0012490263,0.00007644537,0.0007104321,0.058561817],"study_design_scores_gemma":[0.009906277,0.00095892465,0.9532777,0.0165287,0.000035152545,0.00006600622,0.017257389,0.0006107495,0.00060012355,0.0006173051,0.000041619212,0.000100051155],"about_ca_topic_score_codex":0.002614888,"about_ca_topic_score_gemma":0.010158791,"teacher_disagreement_score":0.36641622,"about_ca_system_score_codex":0.00041020467,"about_ca_system_score_gemma":0.0002664834,"threshold_uncertainty_score":0.5668844},"labels":[],"label_agreement":null},{"id":"W2043630188","doi":"10.1111/j.1532-5415.2007.01442.x","title":"GERIATRIC SYNDROMES","year":2007,"lang":"en","type":"letter","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Vulnerability (computing); Set (abstract data type); Gerontology; Conceptual model; Cognitive psychology; Epistemology; Psychology; Computer science","score_opus":0.019459933399812022,"score_gpt":0.28514970348697405,"score_spread":0.26568977008716205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043630188","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035980903,0.002855484,0.0004969531,0.9545348,0.0045782696,0.0005479883,0.00005215883,0.000060734845,0.0008926699],"genre_scores_gemma":[0.0035841514,0.0037127992,0.014531365,0.9431569,0.024198156,0.000004149057,0.00001771388,0.00021964424,0.010575144],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99526584,0.00018553932,0.0013533309,0.00035478733,0.002062559,0.0007779589],"domain_scores_gemma":[0.99270856,0.0005841759,0.004648296,0.0010303294,0.0008107882,0.00021783188],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010853457,0.00055061973,0.0017124827,0.00032372758,0.00016539899,0.000075907556,0.0011257547,0.0006227039,0.00009231026],"category_scores_gemma":[0.00050896016,0.00035642835,0.003384023,0.002194581,0.00061518315,0.000107613545,0.00025953382,0.0059864437,0.000036477115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005647604,0.000068736714,0.0016439535,0.00025827138,0.00079956517,0.00067615643,0.00025853515,0.000006722326,0.000091596055,5.3689587e-7,0.99354815,0.002591303],"study_design_scores_gemma":[0.0011336256,0.00065165316,0.009338841,0.00019796782,0.0017381584,0.0065392847,0.00020780301,0.000011862606,0.00006470491,0.00007060101,0.9796342,0.00041128724],"about_ca_topic_score_codex":0.000068977475,"about_ca_topic_score_gemma":6.575012e-7,"teacher_disagreement_score":0.032396752,"about_ca_system_score_codex":0.0009863973,"about_ca_system_score_gemma":0.0010843351,"threshold_uncertainty_score":0.9998888},"labels":[],"label_agreement":null},{"id":"W2044355009","doi":"","title":"Sobrecarga de trabalho em cuidadores de idosos fragilizados que vivem no domicílio","year":2012,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Art","score_opus":0.022659746709536882,"score_gpt":0.26261503525485536,"score_spread":0.23995528854531847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044355009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68330145,0.016904682,0.0180959,0.051020116,0.016164497,0.0066318125,0.001110481,0.0029697411,0.20380132],"genre_scores_gemma":[0.9793854,0.0009568776,0.005170835,0.0016429945,0.0065312623,0.00060107844,0.00046059082,0.0003528309,0.004898162],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98812586,0.0016655539,0.0021747097,0.0017773777,0.002208189,0.0040483144],"domain_scores_gemma":[0.9911505,0.0010350288,0.0010620108,0.0020010117,0.0012639756,0.0034874976],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0025963779,0.0017221572,0.0018134214,0.0011483274,0.0013900533,0.00055788964,0.0016246355,0.0023928883,0.00066531287],"category_scores_gemma":[0.0035993885,0.0017673305,0.0010214801,0.0014173593,0.00012715223,0.0014063667,0.0006323601,0.0030089358,0.0005907644],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00542514,0.012719045,0.06722871,0.0038445669,0.004187565,0.002936807,0.07290002,0.0005053114,0.04930217,0.689452,0.07460278,0.016895907],"study_design_scores_gemma":[0.0070703942,0.00043704704,0.04419512,0.0018723641,0.0011071468,0.0066142227,0.0037705763,0.0029216441,0.0071955207,0.00021123854,0.9225389,0.0020658753],"about_ca_topic_score_codex":0.000027146973,"about_ca_topic_score_gemma":0.00039768394,"teacher_disagreement_score":0.8479361,"about_ca_system_score_codex":0.004698256,"about_ca_system_score_gemma":0.0034050613,"threshold_uncertainty_score":0.99991},"labels":[],"label_agreement":null},{"id":"W2044622650","doi":"10.1016/j.archger.2009.06.004","title":"Validation of the Chinese-Canadian study of health and aging clinical frailty scale (CSHA-CFS) telephone version","year":2009,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Dalhousie University","keywords":"Telephone interview; Medicine; Gerontology; Scale (ratio); Kappa; Reliability (semiconductor); Public health; Geriatrics; Physical therapy; Family medicine; Psychiatry; Nursing","score_opus":0.03236842734712136,"score_gpt":0.3382049041968335,"score_spread":0.30583647684971216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044622650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950667,0.001005407,0.00006968573,0.0028680426,0.00013740019,0.00038373953,0.000012368195,0.0000059177505,0.00045072942],"genre_scores_gemma":[0.998388,0.0004017121,0.000915455,0.00018551758,0.000038093975,0.000001025116,0.000010094566,0.0000047299613,0.00005537385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987448,0.0002432686,0.0005301145,0.00019697394,0.000120454504,0.00016437923],"domain_scores_gemma":[0.9989159,0.00034445684,0.00029650185,0.00026695547,0.00003613435,0.00014005175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034873135,0.000097824864,0.00046626784,0.0001437507,0.0000896257,0.0000020570158,0.00009738839,0.00007225273,0.0000070705373],"category_scores_gemma":[0.0002903277,0.0000709664,0.000056260975,0.00015766933,0.00023338168,0.00003927769,0.00004776381,0.00017134432,3.0290425e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001840281,0.00032588965,0.9304711,0.00009177481,0.000036317662,0.0000014502873,0.0058234106,0.0000034719003,0.00034446194,0.00001255491,0.00012258712,0.06258291],"study_design_scores_gemma":[0.0022459673,0.0018599684,0.99401045,0.0000539534,0.000052228846,0.000017300848,0.0009022124,0.00007801267,0.00015918983,0.0005013463,0.00006857138,0.00005082699],"about_ca_topic_score_codex":0.0045577125,"about_ca_topic_score_gemma":0.0055317665,"teacher_disagreement_score":0.063539274,"about_ca_system_score_codex":0.0000087562485,"about_ca_system_score_gemma":0.00014154223,"threshold_uncertainty_score":0.68899286},"labels":[],"label_agreement":null},{"id":"W2044647851","doi":"10.1186/1471-2318-11-23","title":"Operationalizing frailty among older residents of assisted living facilities","year":2011,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Fondation pour la Recherche Médicale","keywords":"Medicine; Operationalization; Gerontology; Rehabilitation; Activities of daily living; Environmental health; Physical therapy","score_opus":0.07958817522519102,"score_gpt":0.2878767799823203,"score_spread":0.2082886047571293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044647851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865647,0.00032852727,0.0024988262,0.000029631481,0.00034626643,0.00036254924,0.000028057479,0.000091326896,0.0097501045],"genre_scores_gemma":[0.9739331,0.000029245073,0.014978565,0.000051845083,0.00014106162,0.000020583408,0.0000212491,0.00002697557,0.010797368],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984767,0.00007354116,0.00048891583,0.00026322526,0.00045170335,0.0002459555],"domain_scores_gemma":[0.99881774,0.0002118964,0.00015798167,0.00040595868,0.000286613,0.00011981423],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002947156,0.00016237787,0.00030484286,0.00018334517,0.00007270881,0.0000204707,0.00014511214,0.00014395123,0.0011820656],"category_scores_gemma":[0.0012241646,0.00015412371,0.00011929621,0.00028845484,0.000094571464,0.00020080067,0.00009676153,0.00014963787,0.000049203663],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004275503,0.00022194977,0.9884578,0.00056420575,0.000057433263,0.0000138271025,0.005358253,0.000008912386,0.0013280435,0.0002675846,0.0030551418,0.00062411703],"study_design_scores_gemma":[0.00065962184,0.0000812165,0.99534273,0.00024081235,0.0000717554,0.000019441743,0.0007924315,0.0001350803,0.002270501,0.000061012128,0.00017700612,0.00014836287],"about_ca_topic_score_codex":0.0012605446,"about_ca_topic_score_gemma":0.00027651832,"teacher_disagreement_score":0.012631603,"about_ca_system_score_codex":0.00006764042,"about_ca_system_score_gemma":0.00018398781,"threshold_uncertainty_score":0.999731},"labels":[],"label_agreement":null},{"id":"W2044739907","doi":"10.5770/cgj.16.94","title":"Corrigendum: The Practice of Geriatrics: Specialized Geriatric Programs and Home Visits","year":2013,"lang":"en","type":"erratum","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Geriatrics; Gerontology; Geriatric care; Family medicine; Nursing; Psychiatry","score_opus":0.019176313421502538,"score_gpt":0.25992713645687,"score_spread":0.24075082303536746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044739907","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007868938,0.2630462,0.00043283874,0.07083364,0.40782362,0.014539468,0.001153406,0.00033725376,0.23396462],"genre_scores_gemma":[0.009225898,0.136502,0.012084246,0.0063318512,0.09461215,0.00024559232,0.0015034284,0.0011726136,0.7383222],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940572,0.0004361564,0.0017341748,0.0007442693,0.0015316041,0.0014966173],"domain_scores_gemma":[0.99129564,0.0003224825,0.002286436,0.0011225122,0.00238546,0.0025875014],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0016867365,0.0008736589,0.001623911,0.0019634706,0.00062654284,0.0007546037,0.0009395735,0.0014398615,0.0010431672],"category_scores_gemma":[0.0028056824,0.0006721792,0.00052760914,0.0020405638,0.00028031968,0.00047044005,0.00016207989,0.0043634553,0.00015515462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010991168,0.0000926111,0.0005465726,0.00035980417,0.0004819747,0.0009800447,0.00068477617,8.1239756e-7,0.0000071678032,0.00010929495,0.9628767,0.033750366],"study_design_scores_gemma":[0.0022623255,0.0005478575,0.0037356124,0.00030110567,0.0018396833,0.00959252,0.00051541504,0.000051965682,0.0000025575985,0.0002911294,0.980178,0.00068182347],"about_ca_topic_score_codex":0.023535755,"about_ca_topic_score_gemma":0.013140307,"teacher_disagreement_score":0.5043576,"about_ca_system_score_codex":0.0013563068,"about_ca_system_score_gemma":0.009835045,"threshold_uncertainty_score":0.99987},"labels":[],"label_agreement":null},{"id":"W2045896749","doi":"10.1053/j.ackd.2009.07.008","title":"The Intersection of Geriatrics and Chronic Kidney Disease: Frailty and Disability Among Older Adults With Kidney Disease","year":2009,"lang":"en","type":"review","venue":"Advances in Chronic Kidney Disease","topic":"Frailty in Older Adults","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"St. Paul's Foundation","keywords":"Medicine; Geriatrics; Kidney disease; Disease; Gerontology; Internal medicine; Psychiatry","score_opus":0.011372834928137399,"score_gpt":0.3065686976723868,"score_spread":0.2951958627442494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045896749","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014784073,0.987887,0.000087051856,0.0013879213,0.0006739254,0.005391952,0.002797124,0.00015754711,0.00013904655],"genre_scores_gemma":[0.022284769,0.97279567,0.00008832809,0.0004495972,0.0008668187,0.0008920519,0.0020877535,0.0001835126,0.00035152928],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935042,0.0004723859,0.0016868222,0.0020863672,0.001069234,0.0011809393],"domain_scores_gemma":[0.9885382,0.0005863604,0.0010424069,0.0022676943,0.00021535483,0.007349976],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00046707253,0.0014315672,0.0023572627,0.00024424412,0.00033615011,0.00012369861,0.0006251226,0.000326821,0.00015693891],"category_scores_gemma":[0.0048916508,0.0009866095,0.00061958417,0.000988517,0.0026162048,0.0009257013,0.00037754324,0.0012247866,0.000009241023],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022921155,0.0008992666,0.018739441,0.1506725,0.0003026268,0.00028015967,0.00014948758,0.000019863674,3.046298e-7,0.00014163085,0.004099253,0.8224034],"study_design_scores_gemma":[0.008136819,0.0006721822,0.037086733,0.1279088,0.0049517876,0.00003090222,0.0000662245,0.0008412226,0.0000010021727,0.00044488488,0.81847006,0.0013893615],"about_ca_topic_score_codex":0.00007489377,"about_ca_topic_score_gemma":0.00020456607,"teacher_disagreement_score":0.821014,"about_ca_system_score_codex":0.0031993992,"about_ca_system_score_gemma":0.010810719,"threshold_uncertainty_score":0.9998434},"labels":[],"label_agreement":null},{"id":"W2045994615","doi":"10.1093/ageing/afu044.4","title":"109 * CAN A FRAILTY SCALE BE USED TO TRIAGE ELDERLY PATIENTS FROM EMERGENCY DEPARTMENT TO GERIATRIC WARDS?","year":2014,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Triage; Geriatrics; Emergency department; Geriatric Depression Scale; Geriatric care; Gerontology; Emergency medicine; Psychiatry; Cognition; Nursing","score_opus":0.02271141984046608,"score_gpt":0.2729118780900802,"score_spread":0.2502004582496141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045994615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943806,0.000066927896,0.0007865758,0.0023638103,0.00043015063,0.00082191266,0.00007107098,0.000078573044,0.0010003572],"genre_scores_gemma":[0.9946541,0.000019789775,0.0015269603,0.0016720657,0.00037729886,0.000063944724,0.00013894505,0.000034052715,0.0015127987],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983898,0.000060443115,0.0003534011,0.00045637056,0.00035499176,0.00038500014],"domain_scores_gemma":[0.99894035,0.000071823895,0.00006375118,0.00039858787,0.000055108118,0.00047036755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013249295,0.00021682572,0.0003705996,0.0001251564,0.0001227646,0.000035448753,0.00011426469,0.00008336132,0.00023325782],"category_scores_gemma":[0.00027160387,0.00019259272,0.00008086289,0.0002654433,0.000012513561,0.00007051033,0.00010677933,0.00013204572,0.00006790116],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050558586,0.00083599135,0.15914235,0.00021954234,0.0002842406,0.0022145833,0.024187079,0.000023933044,0.026729494,0.000022179955,0.06992042,0.7159146],"study_design_scores_gemma":[0.004092574,0.0014582034,0.9126624,0.00019214065,0.00017047366,0.0000023837197,0.00016457665,0.000059592945,0.0019138686,0.00016416948,0.07871281,0.0004068348],"about_ca_topic_score_codex":0.001958418,"about_ca_topic_score_gemma":0.0031002956,"teacher_disagreement_score":0.75352,"about_ca_system_score_codex":0.00005993062,"about_ca_system_score_gemma":0.00002069735,"threshold_uncertainty_score":0.78537035},"labels":[],"label_agreement":null},{"id":"W2046213366","doi":"10.1186/1471-2318-9-52","title":"Comparing the Functional Independence Measure and the interRAI/MDS for use in the functional assessment of older adults: a review of the literature","year":2009,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Health Canada","keywords":"CINAHL; Rehabilitation; Functional Independence Measure; Medicine; MEDLINE; Activities of daily living; International Classification of Functioning, Disability and Health; Gerontology; Minimum Data Set; Comorbidity; Physical therapy; Nursing; Psychiatry; Nursing homes; Psychological intervention","score_opus":0.08496866193188052,"score_gpt":0.33915700963451356,"score_spread":0.25418834770263304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046213366","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009602472,0.9912469,0.0011281103,0.0010239058,0.0005964427,0.005630826,0.00010995504,0.000010374833,0.00015748006],"genre_scores_gemma":[0.002556489,0.99446,0.000600104,0.0009622657,0.0004562535,0.00055122125,0.00016872562,0.000032853946,0.0002120821],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99587184,0.0009678413,0.0012503677,0.00042912847,0.0012305677,0.0002502377],"domain_scores_gemma":[0.99474204,0.0024082747,0.0010689023,0.001073028,0.00066431705,0.00004343384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033629895,0.00043582133,0.0015872818,0.00013381355,0.0001370043,0.00007196443,0.0006420863,0.00031691437,0.000027621876],"category_scores_gemma":[0.0019520652,0.00016267148,0.0008518227,0.0011264806,0.00024184365,0.00010638267,0.00017874778,0.0013709258,8.139735e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010799072,0.00095295295,0.011023306,0.53978634,0.0009773048,0.000006136736,0.0030197133,0.00003573268,5.944279e-7,0.0052221483,0.06069576,0.37720007],"study_design_scores_gemma":[0.006642631,0.00022554577,0.09595819,0.44162387,0.0050556646,0.0008215954,0.00037014074,0.00036062827,3.2799974e-7,0.00016444986,0.4483146,0.00046234194],"about_ca_topic_score_codex":0.000028989158,"about_ca_topic_score_gemma":0.00010754127,"teacher_disagreement_score":0.38761887,"about_ca_system_score_codex":0.00013069132,"about_ca_system_score_gemma":0.0008492068,"threshold_uncertainty_score":0.663355},"labels":[],"label_agreement":null},{"id":"W2046335742","doi":"10.1586/erc.12.49","title":"The older patient with heart failure: high risk for frailty and cognitive impairment","year":2012,"lang":"en","type":"review","venue":"Expert Review of Cardiovascular Therapy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Institute for Aging; University of Waterloo; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Cognitive impairment; Heart failure; Cognition; Gerontology; Epidemiology; Intensive care medicine; Psychiatry; Cardiology; Internal medicine","score_opus":0.02598452807649286,"score_gpt":0.3198940674836584,"score_spread":0.2939095394071655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046335742","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012055916,0.9853463,0.00048084272,0.0003923138,0.00028474402,0.013267687,0.00013481666,0.000041963824,0.000039278213],"genre_scores_gemma":[0.000025633559,0.99204826,0.0019754146,0.00068324467,0.0005854272,0.004244848,0.00021977423,0.00017247067,0.000044909444],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99580765,0.0008499683,0.0010403778,0.00069703883,0.0010404792,0.0005645057],"domain_scores_gemma":[0.99633956,0.0006870196,0.0005982075,0.0015992299,0.00051818154,0.00025780298],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016041247,0.0008407848,0.004934617,0.00008109087,0.00020734529,0.000030573403,0.00022521817,0.00026873642,0.000050905226],"category_scores_gemma":[0.00016655988,0.00040966063,0.004031623,0.00028644333,0.0002905997,0.00008140796,0.000072523915,0.00047362884,0.000013032871],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006340992,0.000121014935,0.000005244789,0.04396055,0.01160507,0.0000047929543,0.00014901566,4.732991e-8,6.415502e-8,0.000005840146,0.0052707368,0.9388142],"study_design_scores_gemma":[0.0020663952,0.0008903313,0.000026194608,0.14382674,0.008308156,0.00043460156,0.000041983574,1.6327883e-7,0.000014968986,0.0000035950832,0.8439847,0.00040217134],"about_ca_topic_score_codex":0.00007252162,"about_ca_topic_score_gemma":0.0000025551674,"teacher_disagreement_score":0.9384121,"about_ca_system_score_codex":0.00010990411,"about_ca_system_score_gemma":0.00026960083,"threshold_uncertainty_score":0.99983555},"labels":[],"label_agreement":null},{"id":"W2046787249","doi":"10.4236/health.2012.429119","title":"Exercises and sports participation in healthy older adults with intellectual disability—A pilot study","year":2012,"lang":"en","type":"article","venue":"Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"GF Strong Rehabilitation Centre","funders":"","keywords":"Activities of daily living; Gerontology; Medicine; Intellectual disability; Healthy aging; Physical therapy; Psychiatry","score_opus":0.042649790773357135,"score_gpt":0.3549561830146168,"score_spread":0.31230639224125967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046787249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99332285,0.00076295336,0.000042960794,0.0031517637,0.000121074234,0.0024257821,0.0000029776857,0.00006665772,0.00010296126],"genre_scores_gemma":[0.998077,0.00015182447,0.00030599732,0.0010994319,0.0001192911,0.0001601518,0.000016873277,0.000026537495,0.000042937216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818426,0.00013756516,0.00044134428,0.0003173944,0.00034626343,0.0005731658],"domain_scores_gemma":[0.998858,0.00019056184,0.000092958915,0.00032295464,0.000044932607,0.0004905951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006507161,0.00016549602,0.00039889663,0.00008203233,0.000075187156,0.000007960309,0.000033907436,0.000030026635,0.00011127364],"category_scores_gemma":[0.0002170403,0.0001287143,0.000011556939,0.00026883697,0.00010313005,0.00015232294,0.000028695085,0.00022928657,0.000013401632],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033354394,0.005647878,0.9273079,0.0004381479,0.0000064537353,0.000005657318,0.03744178,0.0000011142502,6.578444e-7,0.000006228096,0.0003726707,0.025436062],"study_design_scores_gemma":[0.0042656404,0.011063961,0.9780921,0.00042751056,0.00001945693,0.000031422904,0.0058076056,0.00005231999,0.000008531372,0.000003085741,0.00011611642,0.00011224935],"about_ca_topic_score_codex":0.0019386559,"about_ca_topic_score_gemma":0.0037774302,"teacher_disagreement_score":0.050784186,"about_ca_system_score_codex":0.00023547545,"about_ca_system_score_gemma":0.0001558239,"threshold_uncertainty_score":0.52488166},"labels":[],"label_agreement":null},{"id":"W2046792682","doi":"10.1186/cc5650","title":"One-year survival and functional outcome in critically ill elderly patients","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Bayer Canada","keywords":"Medicine; Critically ill; Intensive care medicine; Quality of life (healthcare); Emergency medicine","score_opus":0.04265152713936881,"score_gpt":0.329972182754109,"score_spread":0.2873206556147402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046792682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97172785,0.00020232245,0.00085155125,0.004979105,0.0006439656,0.00027474033,0.00004611005,0.00007111543,0.021203235],"genre_scores_gemma":[0.996172,0.0000018211421,0.00160207,0.0018151958,0.00017584134,0.0000065100753,0.0000608715,0.0000238712,0.00014178574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983718,0.00003156697,0.00035368113,0.00031782605,0.0004873036,0.00043786963],"domain_scores_gemma":[0.9978095,0.00051417976,0.000009117688,0.00019491724,0.0011243558,0.00034788344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001786604,0.00013660091,0.00026884727,0.00010813206,0.000049625152,0.000023265808,0.000047336023,0.00015894382,0.00026604577],"category_scores_gemma":[0.0055674696,0.00014085794,0.000056982488,0.00012524909,0.00024601654,0.000090269845,0.00005348591,0.0003560721,0.00007260237],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019665816,0.00025258237,0.980156,0.00040585845,0.000007739396,0.00008551716,0.00024014106,8.66817e-8,0.000091299706,0.008715097,0.00016756351,0.0096814595],"study_design_scores_gemma":[0.0023376897,0.00053052197,0.9932181,0.000101567864,0.00004319008,0.000007847763,0.0020506934,0.000004481382,0.00011203906,0.0005058203,0.0009295936,0.00015841982],"about_ca_topic_score_codex":0.00003502544,"about_ca_topic_score_gemma":0.00012685104,"teacher_disagreement_score":0.024444178,"about_ca_system_score_codex":0.000119642624,"about_ca_system_score_gemma":0.00003994953,"threshold_uncertainty_score":0.66651833},"labels":[],"label_agreement":null},{"id":"W2048179375","doi":"10.12927/hcq.2007.18923","title":"Providing Care and Support for an Aging Population: Briefing Notes on Key Policy Issues","year":2007,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Frailty in Older Adults","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population ageing; Key (lock); Gerontology; Healthy aging; Older people; Best practice; Health care; Medicine; Population; Political science; Public relations; Psychology; Nursing; Environmental health; Computer science; Computer security","score_opus":0.043718879081416175,"score_gpt":0.3917507194316325,"score_spread":0.3480318403502163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048179375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9267502,0.0011866412,0.0011215024,0.06694265,0.00040780575,0.0022284065,0.000065063046,0.00042719254,0.0008705888],"genre_scores_gemma":[0.98913604,0.000012897573,0.005476559,0.003402089,0.0014357034,0.000029433144,0.000259559,0.0000545632,0.00019317155],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99830204,0.000039233386,0.00040098856,0.00043174307,0.0002783664,0.00054764305],"domain_scores_gemma":[0.99879396,0.00017933214,0.00010367634,0.00033330312,0.00022375693,0.00036595436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003116745,0.00020923445,0.00032364458,0.00025968652,0.00025404184,0.000055241242,0.00006098531,0.00013815612,0.0000061117526],"category_scores_gemma":[0.00013283656,0.00020322113,0.00005934707,0.00015978167,0.000032314638,0.0001994051,0.000006919125,0.00019610424,0.0000063402795],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002325952,0.000052294563,0.05981599,0.002067604,0.000017658598,0.00003746718,0.046875168,0.0000010469719,0.0003367033,0.0030512642,0.00026742765,0.88724476],"study_design_scores_gemma":[0.0076864767,0.049017575,0.8410545,0.0035087976,0.00014277115,0.00071551016,0.045063697,0.00048783206,0.003659341,0.00278735,0.044506762,0.0013693603],"about_ca_topic_score_codex":0.008739667,"about_ca_topic_score_gemma":0.00408974,"teacher_disagreement_score":0.8858754,"about_ca_system_score_codex":0.00023530827,"about_ca_system_score_gemma":0.00018102652,"threshold_uncertainty_score":0.9978612},"labels":[],"label_agreement":null},{"id":"W2048922859","doi":"10.1016/j.ctrv.2014.12.010","title":"A systematic review of factors influencing older adults’ decision to accept or decline cancer treatment","year":2014,"lang":"en","type":"review","venue":"Cancer Treatment Reviews","topic":"Frailty in Older Adults","field":"Medicine","cited_by":263,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Ontario Council of University Libraries; Université de Montréal; Princess Margaret Cancer Centre; Jewish General Hospital; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cancer; Gerontology; MEDLINE; Intensive care medicine; Internal medicine","score_opus":0.08762258422028803,"score_gpt":0.432860757652245,"score_spread":0.345238173431957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048922859","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000043655775,0.96111745,0.000040333296,0.00017664583,0.0006721166,0.03727694,0.00045255193,0.00009646434,0.00012385077],"genre_scores_gemma":[0.000002520227,0.9640773,0.00078755774,0.001160688,0.00044186157,0.029182907,0.00044968276,0.000246356,0.0036511468],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9903146,0.00073206367,0.005632613,0.0016110674,0.00087719655,0.0008324328],"domain_scores_gemma":[0.99137324,0.0009980117,0.003383036,0.0030117142,0.00041115054,0.0008228187],"candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00063079456,0.00225275,0.01991688,0.0004943594,0.00010280249,0.00004314724,0.00065971253,0.00047494224,0.002153229],"category_scores_gemma":[0.0012215372,0.001063881,0.003541146,0.0013888781,0.000070795,0.00011909574,0.00017304451,0.00028555523,0.0004455159],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034254404,0.00023049717,0.000028046858,0.5079699,0.0009814982,0.00001814748,0.00024199279,2.5471942e-7,1.1050861e-7,4.792098e-7,0.0016288508,0.48886594],"study_design_scores_gemma":[0.0011011363,0.00081827934,0.000008497622,0.50273114,0.02023878,0.000038590344,0.0000140521925,7.2394874e-7,0.0000068202417,2.2859116e-7,0.47462088,0.00042087815],"about_ca_topic_score_codex":0.0017698769,"about_ca_topic_score_gemma":0.0012678854,"teacher_disagreement_score":0.48844507,"about_ca_system_score_codex":0.0070434352,"about_ca_system_score_gemma":0.0018429895,"threshold_uncertainty_score":0.99918115},"labels":[],"label_agreement":null},{"id":"W2050138732","doi":"10.1371/journal.pone.0006174","title":"Impact of Exercise in Community-Dwelling Older Adults","year":2009,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"Canadian Institutes of Health Research; Health Canada; Dalhousie University","keywords":"Gerontology; Medicine; Health benefits; Cardiovascular health; Population; Physical therapy; Environmental health; Disease","score_opus":0.040609756972745784,"score_gpt":0.29091263276236673,"score_spread":0.25030287578962096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050138732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99709284,0.00046498206,0.0000073167434,0.00038027967,0.000010139124,0.0004994168,0.0000075751104,0.00005157448,0.0014858728],"genre_scores_gemma":[0.99781036,0.00020554,0.0015184274,0.000072670395,0.000029266,0.000007045421,0.00002952056,0.000016779803,0.0003103615],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989847,0.00005762412,0.00030355854,0.00011911116,0.00029639463,0.00023861116],"domain_scores_gemma":[0.9990838,0.00009476989,0.000072351664,0.00051535934,0.00012233164,0.00011137671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017963901,0.00013036185,0.00043638307,0.00017053126,0.000029986168,0.0000051997026,0.00013259384,0.000089312256,0.00016467394],"category_scores_gemma":[0.00018956923,0.00011709995,0.00008785139,0.00026103665,0.000038147937,0.000076144104,0.00002314971,0.0004970874,0.00004243077],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034498167,0.06382288,0.7469364,0.0039473893,0.00057785615,0.00016609451,0.03650221,0.00012055449,0.089502804,0.00002682603,0.0014707322,0.053476438],"study_design_scores_gemma":[0.0041550556,0.0010965591,0.9549983,0.01525054,0.00013908205,0.000005827859,0.00028155182,0.0009602273,0.022840543,0.000120916586,0.000001153274,0.00015022018],"about_ca_topic_score_codex":0.0006651881,"about_ca_topic_score_gemma":0.000028722197,"teacher_disagreement_score":0.20806192,"about_ca_system_score_codex":0.000088766006,"about_ca_system_score_gemma":0.000047101807,"threshold_uncertainty_score":0.47751975},"labels":[],"label_agreement":null},{"id":"W2050432967","doi":"10.1016/j.jamda.2014.08.017","title":"Physical Frailty Predicts Incident Depressive Symptoms in Elderly People: Prospective Findings From the Obu Study of Health Promotion for the Elderly","year":2014,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Vancouver Coastal Health","funders":"National Center for Geriatrics and Gerontology","keywords":"Medicine; Geriatric Depression Scale; Depression (economics); Odds ratio; Confidence interval; Prospective cohort study; Gerontology; Depressive symptoms; Mental health; Geriatrics; Mini–Mental State Examination; Physical therapy; Psychiatry; Cognition; Internal medicine; Cognitive impairment","score_opus":0.012419158185177833,"score_gpt":0.3053199868445086,"score_spread":0.29290082865933076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050432967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9744701,0.00011220168,0.000544711,0.022626258,0.0005603,0.001640477,0.00001716764,0.000015793905,0.000013013685],"genre_scores_gemma":[0.9985733,0.000052722124,0.000037249207,0.00045420087,0.00073561113,0.000073662115,0.0000048557686,0.000025030226,0.000043392898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950789,0.0011275042,0.0009435628,0.00023353945,0.002285331,0.0003311498],"domain_scores_gemma":[0.9917,0.0044681765,0.002849139,0.0003467238,0.00048095328,0.00015502113],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0028588807,0.0001956936,0.00088025746,0.000076618686,0.00020703695,0.00003094694,0.0005450476,0.000084607986,0.0000124639055],"category_scores_gemma":[0.017069193,0.00009433101,0.00027589634,0.0006445855,0.00016123443,0.00011785453,0.00008757255,0.0008966295,9.896401e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020868839,0.0014656752,0.910075,0.000018275816,0.00048021984,0.0000012214608,0.012103592,0.000043024986,0.0001941055,0.000007319731,0.0024284818,0.07297439],"study_design_scores_gemma":[0.0035490072,0.0067194556,0.9847024,0.00045149625,0.00032838067,0.00000775626,0.0017958928,0.0017296314,0.00024355734,0.000294188,0.000094891075,0.0000833556],"about_ca_topic_score_codex":0.003981697,"about_ca_topic_score_gemma":0.0024546848,"teacher_disagreement_score":0.074627385,"about_ca_system_score_codex":0.0009968942,"about_ca_system_score_gemma":0.00044714738,"threshold_uncertainty_score":0.99121046},"labels":[],"label_agreement":null},{"id":"W2051038657","doi":"10.1186/1471-2458-10-511","title":"The reduction of disability in community-dwelling frail older people: design of a two-arm cluster randomized controlled trial","year":2010,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Movement Disorders","funders":"Zuyd Hogeschool; ZonMw","keywords":"Medicine; Psychological intervention; Intervention (counseling); Randomized controlled trial; Biostatistics; Cluster randomised controlled trial; Gerontology; Public health; Family medicine; Physical therapy; Nursing","score_opus":0.049074649894146616,"score_gpt":0.347943348501903,"score_spread":0.2988686986077564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051038657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9491612,0.00015886678,0.014684802,0.020776568,0.0012022074,0.013654089,0.000005204998,0.000045773817,0.0003113083],"genre_scores_gemma":[0.9948886,0.00006747307,0.0038186628,0.00018979354,0.000258936,0.00058333785,0.000018306771,0.000023709805,0.00015118475],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9889348,0.007695739,0.0020856457,0.00023279637,0.00055202213,0.00049896527],"domain_scores_gemma":[0.98606086,0.011391267,0.00087605004,0.001075834,0.000347632,0.00024835754],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03244581,0.00019669192,0.0020014471,0.00014413707,0.00021246035,0.000028230199,0.00028212834,0.00015883989,0.00009880232],"category_scores_gemma":[0.015558063,0.00012220348,0.00032323887,0.00044519734,0.0007021275,0.00013198308,0.000062817126,0.0011910866,0.0000025371457],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97647756,0.0030081503,0.0033371758,0.00061504304,0.00012873721,2.1115214e-7,0.009695071,0.000120241915,0.00023252594,0.00087804545,0.0005218641,0.004985363],"study_design_scores_gemma":[0.9856035,0.00055364595,0.0029288772,0.00012195161,0.000051366096,0.00001357777,0.0013577217,0.00850298,0.000049627623,0.00063270505,0.00008993701,0.00009410303],"about_ca_topic_score_codex":0.0049731564,"about_ca_topic_score_gemma":0.005141895,"teacher_disagreement_score":0.045727413,"about_ca_system_score_codex":0.00019364002,"about_ca_system_score_gemma":0.001748614,"threshold_uncertainty_score":0.99630064},"labels":[],"label_agreement":null},{"id":"W2051843651","doi":"10.3928/0098-9134-20020601-06","title":"Comprehensive Geriatric Assessment: Exploring Clients' and Caregivers' Perceptions of the Assessment Process and Outcomes","year":2002,"lang":"en","type":"article","venue":"Journal of Gerontological Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queensway-Carleton Hospital","funders":"","keywords":"Geriatric care; Gerontological nursing; Perception; Nursing assessment; Nursing; Patient assessment; Needs assessment; Process (computing); Psychology; Medicine; MEDLINE; Computer science","score_opus":0.06577371481929876,"score_gpt":0.35843282518013786,"score_spread":0.2926591103608391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051843651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921242,0.0007592617,0.00043086548,0.004675021,0.00036456727,0.00021045437,0.0000024225967,0.000009334591,0.0014238711],"genre_scores_gemma":[0.9956055,0.00038237308,0.0037397582,0.000097968805,0.00007816359,0.0000030177011,3.653552e-7,0.00000775099,0.00008507202],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986986,0.00009795235,0.00044383938,0.00014911233,0.00042089744,0.00018960776],"domain_scores_gemma":[0.998937,0.00019438913,0.0003386405,0.00013478473,0.000254456,0.00014072933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012133218,0.0001400328,0.00048987457,0.000096635944,0.00014089399,0.000024777586,0.00010398365,0.00007683041,0.000083310224],"category_scores_gemma":[0.00009527606,0.00008214293,0.00012137036,0.00012778788,0.00029113193,0.00021831869,0.000034242592,0.00041064143,3.3239218e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006656181,0.0006843209,0.93492204,0.0002109771,0.000148456,0.000055680848,0.005578721,0.000040601062,0.0018442925,0.00013780135,0.000532039,0.055778507],"study_design_scores_gemma":[0.0017963792,0.0005820748,0.9876204,0.00050481217,0.00022564344,0.0006528858,0.007904748,0.00034518813,0.000030928277,0.00013914316,0.00011568799,0.000082099315],"about_ca_topic_score_codex":0.0000044366775,"about_ca_topic_score_gemma":0.000001269518,"teacher_disagreement_score":0.05569641,"about_ca_system_score_codex":0.00016226202,"about_ca_system_score_gemma":0.00003020653,"threshold_uncertainty_score":0.33496913},"labels":[],"label_agreement":null},{"id":"W2052809901","doi":"10.1067/men.2001.112282","title":"The effect of a geriatric education program on emergency nurses (CE)","year":2001,"lang":"en","type":"article","venue":"Journal of Emergency Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Delirium; Emergency department; Depression (economics); Dementia; Geriatrics; Educational program; Gerontology; Nursing; Psychiatry","score_opus":0.01768688963126136,"score_gpt":0.3724777849014561,"score_spread":0.35479089527019475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052809901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9657496,0.0062302607,0.000046642293,0.002671909,0.013236172,0.00080554705,7.413286e-7,0.000022654815,0.011236475],"genre_scores_gemma":[0.9922455,0.0031859896,0.00038061914,0.000011419334,0.0015345496,0.000017297036,0.000002316071,0.000032703116,0.0025896258],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979591,0.0001367778,0.00093320495,0.00013363315,0.00055293355,0.00028438395],"domain_scores_gemma":[0.9983272,0.00009136488,0.00072396727,0.0002880352,0.00041041203,0.00015900595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004910577,0.0001809336,0.00035634858,0.0002447701,0.00013706204,0.000008475402,0.00018734606,0.00007994488,0.00040050305],"category_scores_gemma":[0.0005350134,0.00011270288,0.00034912996,0.00064608065,0.000049380236,0.0001336578,0.0000068406334,0.0003291005,0.000012849086],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010387901,0.0012063024,0.02885315,0.00010691233,0.0001232738,0.000012649726,0.0007633956,0.000019962292,0.003310504,0.000042842246,0.053572156,0.91095006],"study_design_scores_gemma":[0.008673932,0.05920468,0.6627341,0.008858296,0.0037421389,0.0031368844,0.0036010712,0.0009231069,0.027222203,0.0036204231,0.21719739,0.0010857714],"about_ca_topic_score_codex":0.000011808694,"about_ca_topic_score_gemma":0.000003269651,"teacher_disagreement_score":0.9098643,"about_ca_system_score_codex":0.00014375275,"about_ca_system_score_gemma":0.00016557361,"threshold_uncertainty_score":0.459589},"labels":[],"label_agreement":null},{"id":"W2053215165","doi":"10.1007/s12170-011-0186-0","title":"Frailty in Patients with Cardiovascular Disease: Why, When, and How to Measure","year":2011,"lang":"en","type":"article","venue":"Current Cardiovascular Risk Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Disease; Coronary artery disease; Heart failure; Stressor; Internal medicine; Intensive care medicine; Cardiology","score_opus":0.031554153239703606,"score_gpt":0.22752809057930734,"score_spread":0.19597393733960372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053215165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9205947,0.0683064,0.005806311,0.00013969098,0.0010819938,0.0033656268,0.000045848123,0.00019995884,0.00045947926],"genre_scores_gemma":[0.997144,0.0007090867,0.0013964109,0.00005198104,0.00021193271,0.0002280373,0.000097502736,0.00010879736,0.000052284857],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99481225,0.0002950185,0.00047800073,0.0014210322,0.0023335041,0.00066018535],"domain_scores_gemma":[0.9951218,0.000021055817,0.00016699705,0.0031934974,0.0005504071,0.0009462847],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014419702,0.00054539245,0.0013153923,0.0003276956,0.00011153147,0.000055195018,0.00014407316,0.00014350555,0.000031463234],"category_scores_gemma":[0.00091952906,0.00044825877,0.0013100457,0.0004624673,0.00014755942,0.00026811732,0.00018217963,0.0005711125,0.00001337305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023109812,0.0002967264,0.8212001,0.00025153157,0.0036873086,0.0015831349,0.0006088774,0.0001111996,5.448301e-7,0.0000023882312,0.001990242,0.17003688],"study_design_scores_gemma":[0.0029766923,0.00018692958,0.8226715,0.0006966587,0.0032667231,0.00017531501,0.000040185867,0.00000920732,0.000044466353,0.00006037012,0.16934703,0.00052494457],"about_ca_topic_score_codex":0.00039070938,"about_ca_topic_score_gemma":0.000037126993,"teacher_disagreement_score":0.16951193,"about_ca_system_score_codex":0.00018901026,"about_ca_system_score_gemma":0.00017039922,"threshold_uncertainty_score":0.9997969},"labels":[],"label_agreement":null},{"id":"W2053513938","doi":"10.1007/dcr.0b013e3181a74d2e","title":"Colorectal Cancer Surgery in Elderly Patients: Presentation, Treatment, and Outcomes","year":2009,"lang":"en","type":"article","venue":"Diseases of the Colon & Rectum","topic":"Frailty in Older Adults","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Colorectal cancer; Colorectal surgery; Cancer; Surgical oncology; Stage (stratigraphy); American society of anesthesiologists; Internal medicine; Age groups; Surgery; Abdominal surgery; Demography","score_opus":0.013127550661766999,"score_gpt":0.2924360004792581,"score_spread":0.2793084498174911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053513938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99437726,0.00086564064,2.3191629e-7,0.003690611,0.0002188391,0.0006108397,0.00008801939,0.000021951964,0.00012660358],"genre_scores_gemma":[0.99902165,0.00018093399,0.000008675731,0.00029837596,0.000025664587,0.000056877125,0.00002986622,0.000008516493,0.0003694494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992629,0.00005979114,0.00021283503,0.00016140465,0.00015109194,0.00015194021],"domain_scores_gemma":[0.9993274,0.0002493178,0.00009943658,0.00016836423,0.000074612435,0.00008085186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000029458042,0.00011657954,0.00028989758,0.00007475143,0.000034212233,0.000007919726,0.000058495716,0.000037903235,0.000036558744],"category_scores_gemma":[0.0004154736,0.00007563113,0.00011569767,0.00016359605,0.000070662216,0.00006347198,0.000016605927,0.000045043387,0.0000014409],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036457297,0.00053030904,0.97259253,0.00002949597,0.000042571217,0.0000036289848,0.00022661038,0.0000059406766,0.00008878694,0.000007942997,0.0024463634,0.023661269],"study_design_scores_gemma":[0.0016246829,0.00037423318,0.99617064,0.0001187827,0.00011910765,0.0000011123849,0.000040509512,0.000019029942,0.0011006622,0.00018162995,0.00018017893,0.00006944604],"about_ca_topic_score_codex":0.0004721309,"about_ca_topic_score_gemma":0.0003961067,"teacher_disagreement_score":0.023591822,"about_ca_system_score_codex":0.00011766531,"about_ca_system_score_gemma":0.00011470849,"threshold_uncertainty_score":0.3084148},"labels":[],"label_agreement":null},{"id":"W2054664500","doi":"10.1007/s12603-013-0367-2","title":"Cognitive frailty: Rational and definition from an (I.A.N.A./I.A.G.G.) International Consensus Group","year":2013,"lang":"en","type":"article","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1054,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"","keywords":"Dementia; Cognition; Gerontology; Psychological intervention; Geriatrics; Quality of life (healthcare); Medicine; Cognitive decline; Psychology; Psychiatry; Disease; Psychotherapist","score_opus":0.06646962860393311,"score_gpt":0.3525074276364488,"score_spread":0.2860377990325157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054664500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9060897,0.0013677395,0.0018640338,0.089538984,0.00037907023,0.00045852564,0.0000601836,0.00002281748,0.00021889572],"genre_scores_gemma":[0.982584,0.0014274449,0.007129852,0.007657918,0.0009980476,0.000012795433,0.0001558075,0.000016251473,0.000017892076],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99838734,0.00025726945,0.0005926084,0.00012115218,0.00045857797,0.00018303897],"domain_scores_gemma":[0.99789196,0.00070118386,0.00047020052,0.00010251985,0.000589888,0.00024422497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006210058,0.000118501324,0.00024973118,0.00016868605,0.0001792533,0.00005429559,0.000090508736,0.00005281504,0.00030242378],"category_scores_gemma":[0.00024310542,0.000090635134,0.00005170472,0.00009399509,0.00012195258,0.00039857798,0.000023061359,0.00040901298,0.000022828017],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010105476,0.012959593,0.1401342,0.0021497335,0.0028865125,0.00050010433,0.052352082,0.00006423488,0.077389635,0.009214041,0.1462875,0.5459569],"study_design_scores_gemma":[0.0174421,0.0025137586,0.92010975,0.0048983893,0.0002647585,0.0047736517,0.009207011,0.0026032147,0.00082180585,0.033175025,0.0038631829,0.00032732385],"about_ca_topic_score_codex":0.0005012258,"about_ca_topic_score_gemma":0.00003424768,"teacher_disagreement_score":0.7799756,"about_ca_system_score_codex":0.00012770596,"about_ca_system_score_gemma":0.00012976593,"threshold_uncertainty_score":0.36959934},"labels":[],"label_agreement":null},{"id":"W2055710864","doi":"10.1016/s1878-7649(14)70133-0","title":"O3.05: Multimorbidity and geriatric conditions in older adults in home care in Europe","year":2014,"lang":"en","type":"article","venue":"European Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Psychosocial; Quality of life (healthcare); Mental health; Gerontology; Cancer survivor; Logistic regression; Cancer; Psychiatry","score_opus":0.011542537497025662,"score_gpt":0.25864041642133856,"score_spread":0.2470978789243129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055710864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9777983,0.0025761775,0.000035064528,0.0020164745,0.0007624882,0.0011823922,0.000021359305,0.0001173915,0.0154903615],"genre_scores_gemma":[0.9958032,0.00095232687,0.00031486506,0.0008654292,0.000972807,0.000028869736,0.00024447896,0.00010446961,0.00071360037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961176,0.00081341487,0.0010955129,0.00085829705,0.00046673368,0.0006484282],"domain_scores_gemma":[0.99818027,0.00036788732,0.00021129989,0.00067513034,0.00020210938,0.00036332893],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012409494,0.0004307428,0.00087138324,0.00144887,0.000047563382,0.000016712633,0.00025254232,0.00011676448,0.00041014203],"category_scores_gemma":[0.0021229528,0.0003770272,0.00004960564,0.0024986481,0.00021079212,0.00014750934,0.00016919473,0.0007666244,0.00017887687],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013817694,0.0014466936,0.8316146,0.0029382687,0.00005302544,0.007080514,0.039334897,0.00015267896,0.0018851891,0.00021801688,0.023427075,0.09046723],"study_design_scores_gemma":[0.021484194,0.0007259892,0.9664661,0.001271186,0.000054692242,0.00016086534,0.0007279225,0.0004858401,0.000020430729,0.000014207032,0.00823004,0.00035848422],"about_ca_topic_score_codex":0.00074074697,"about_ca_topic_score_gemma":0.00056485116,"teacher_disagreement_score":0.1348515,"about_ca_system_score_codex":0.00017904142,"about_ca_system_score_gemma":0.00009065609,"threshold_uncertainty_score":0.99986815},"labels":[],"label_agreement":null},{"id":"W2056248074","doi":"10.1111/j.1532-5415.2000.tb04783.x","title":"A Clinimetric Evaluation of Specialized Geriatric Care for Rural Dwelling, Frail Older People","year":2000,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Goal Attainment Scaling; Quality of life (healthcare); Intervention (counseling); Institutionalisation; Gerontology; Randomized controlled trial; Activities of daily living; Physical therapy; Nursing; Psychiatry; Surgery","score_opus":0.02106422198740169,"score_gpt":0.3249651468829754,"score_spread":0.3039009248955737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056248074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99232626,0.0035250408,0.0005829714,0.0013427731,0.00081872003,0.0010308857,0.000038018592,0.000016294276,0.0003190159],"genre_scores_gemma":[0.98228925,0.002315497,0.0128450105,0.0004750657,0.001575125,0.00001581759,0.000009549509,0.000052846695,0.00042181546],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99647385,0.00023576277,0.001151018,0.0002003872,0.0015857837,0.00035317175],"domain_scores_gemma":[0.9947009,0.00043996514,0.002147351,0.00048675423,0.0020608571,0.0001641556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017898795,0.00023679799,0.0009764217,0.00019427428,0.00015977088,0.000028841941,0.00042589052,0.00011516731,0.0005536479],"category_scores_gemma":[0.0008720665,0.0001689201,0.0017179693,0.0026235834,0.0001787808,0.00011945938,0.000044975444,0.00041505235,0.000006844032],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029067101,0.0013655532,0.13113856,0.0009400842,0.0018869911,0.0000048237866,0.03720492,0.004925937,0.0032379443,0.000015439366,0.1354194,0.6809536],"study_design_scores_gemma":[0.027269013,0.003531011,0.90206903,0.0003474051,0.008754048,0.000337943,0.017878389,0.0091187805,0.0017491773,0.0005551385,0.027616503,0.0007735835],"about_ca_topic_score_codex":0.00014871692,"about_ca_topic_score_gemma":0.000008887682,"teacher_disagreement_score":0.77093047,"about_ca_system_score_codex":0.0005349228,"about_ca_system_score_gemma":0.0009415609,"threshold_uncertainty_score":0.68883616},"labels":[],"label_agreement":null},{"id":"W2057003716","doi":"10.1016/j.maturitas.2011.04.006","title":"Frailty in older women","year":2011,"lang":"en","type":"review","venue":"Maturitas","topic":"Frailty in Older Adults","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"Canadian Institutes of Health Research","keywords":"Life expectancy; Medicine; Gerontology; Frailty Index; Longevity; Vulnerability (computing); Fertility; Pleiotropy; Demography; Population; Environmental health","score_opus":0.0664087160589081,"score_gpt":0.3428035207073796,"score_spread":0.27639480464847155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057003716","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000021941558,0.96818167,0.000001186452,0.00006512328,0.00043275964,0.0012125826,0.000051779247,0.00011309707,0.029919839],"genre_scores_gemma":[0.000012686237,0.98110765,0.00037713943,0.00022951183,0.0002831146,0.00038742073,0.00019008147,0.00011853981,0.017293861],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99790794,0.00008959474,0.00064575707,0.0005214837,0.00023431418,0.0006009114],"domain_scores_gemma":[0.9985843,0.00009166594,0.00016794681,0.00088633224,0.00003806281,0.0002317348],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002410665,0.000484948,0.002092864,0.00038286063,0.000020861278,0.000020526548,0.0002920644,0.0006470137,0.003307791],"category_scores_gemma":[0.00014502084,0.00038048014,0.0003228163,0.00039408336,0.00006615895,0.00005802825,0.00012998475,0.0010548698,0.0023353125],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010503439,0.00019453133,0.00001438823,0.030278802,0.00012699742,0.0002910976,0.00071945216,4.3991912e-9,6.2170486e-8,0.00012322847,0.02647587,0.94176507],"study_design_scores_gemma":[0.00062505424,0.00007405974,0.00023345253,0.02519227,0.00024902163,0.00027327926,0.00002898972,1.9526438e-7,4.4469036e-7,0.00013126497,0.97285795,0.00033403854],"about_ca_topic_score_codex":0.00005062054,"about_ca_topic_score_gemma":0.000016268568,"teacher_disagreement_score":0.94638205,"about_ca_system_score_codex":0.00044033147,"about_ca_system_score_gemma":0.0002684157,"threshold_uncertainty_score":0.9998647},"labels":[],"label_agreement":null},{"id":"W2057155033","doi":"10.1371/journal.pone.0090475","title":"Accumulation of Non-Traditional Risk Factors for Coronary Heart Disease Is Associated with Incident Coronary Heart Disease Hospitalization and Death","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Medicine; Risk factor; Hazard ratio; Framingham Risk Score; Internal medicine; Body mass index; Confidence interval; Diabetes mellitus; Proportional hazards model; Disease; Endocrinology","score_opus":0.06843716580364821,"score_gpt":0.2831672818552937,"score_spread":0.2147301160516455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057155033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99501276,0.00008289602,0.000984253,0.001622546,0.00003092894,0.0012867415,0.00090616907,0.000060361996,0.000013330651],"genre_scores_gemma":[0.99540466,0.000018285938,0.0010326084,0.00073848036,0.00008698333,0.000086471,0.0024438088,0.000041561038,0.00014715942],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985736,0.000059197013,0.00027271744,0.00030947983,0.0005901835,0.00019484843],"domain_scores_gemma":[0.99854815,0.0003736743,0.00017466403,0.000241965,0.00029069392,0.00037084267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012818824,0.00018246731,0.00034309123,0.00008529283,0.00011142876,0.000014668724,0.000045669523,0.00006637025,0.000060275604],"category_scores_gemma":[0.000904575,0.0001645184,0.00006117418,0.000100536956,0.00007692307,0.00021282458,0.000024225541,0.000096588934,0.0000038176454],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088442786,0.0018927255,0.9948644,0.0002557568,0.00020514822,0.0000039604374,0.00021937687,0.00008727052,0.0005062435,0.0000349905,0.001010088,0.000035598525],"study_design_scores_gemma":[0.002650902,0.0011009733,0.9743854,0.00072166114,0.0009091993,0.0000016575327,0.00002254144,0.01876731,0.0004796203,0.000770977,0.000012893859,0.00017688634],"about_ca_topic_score_codex":0.000047120822,"about_ca_topic_score_gemma":0.00000587696,"teacher_disagreement_score":0.020479035,"about_ca_system_score_codex":0.00011487766,"about_ca_system_score_gemma":0.00011780565,"threshold_uncertainty_score":0.6708866},"labels":[],"label_agreement":null},{"id":"W2058052673","doi":"10.1097/00006199-200303000-00008","title":"Natural History of Change in Physical Function Among Long-Stay Nursing Home Residents","year":2003,"lang":"en","type":"article","venue":"Nursing Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"National Institute of Nursing Research; National Institute on Aging","keywords":"Activities of daily living; Residence; Medicine; Cognition; Gerontology; Cognitive impairment; Minimum Data Set; Nursing homes; Long-term care; Psychology; Demography; Physical therapy; Nursing; Psychiatry","score_opus":0.1240893341552121,"score_gpt":0.4159006287518468,"score_spread":0.2918112945966347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058052673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812307,0.0034382467,0.000017113038,0.0006743463,0.0012747536,0.0005909696,0.0000011566361,0.000040540053,0.012732198],"genre_scores_gemma":[0.99353254,0.000018853432,0.00010227796,0.00002676426,0.00029820332,0.000028028862,0.000013726072,0.000039744627,0.005939886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970751,0.000381027,0.0002515193,0.0003822005,0.0012601345,0.0006500578],"domain_scores_gemma":[0.9988184,0.00021285913,0.000056335717,0.00042461412,0.00032207987,0.00016570518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008646015,0.0001430693,0.00032100646,0.0007196283,0.000059769598,0.0000126715995,0.00012779086,0.0001343237,0.00007646151],"category_scores_gemma":[0.0005865554,0.00014160144,0.00008032762,0.00066151284,0.0007966294,0.00024572437,0.000013549849,0.001063522,0.000034178298],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028040279,0.0052309115,0.55838567,0.00085069385,0.00008303115,0.0004042342,0.062064964,0.000008584079,0.041319314,0.0015594205,0.05968539,0.26760375],"study_design_scores_gemma":[0.0018421081,0.0005525292,0.9879249,0.0045053135,0.000027008035,0.00002906762,0.00067717687,0.0006365323,0.002123193,0.001345612,0.00019657172,0.0001400349],"about_ca_topic_score_codex":0.00046698222,"about_ca_topic_score_gemma":0.000073863885,"teacher_disagreement_score":0.4295392,"about_ca_system_score_codex":0.003838134,"about_ca_system_score_gemma":0.00026814145,"threshold_uncertainty_score":0.99998593},"labels":[],"label_agreement":null},{"id":"W2058817561","doi":"10.1007/s00520-010-0883-0","title":"Characteristics of older newly diagnosed cancer patients refusing cancer treatments","year":2010,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre; Université de Montréal; Jewish General Hospital; University of Toronto","funders":"","keywords":"Medicine; Cancer; Breast cancer; Population; Cancer treatment; Disease; Physical therapy; Internal medicine","score_opus":0.01516882483778067,"score_gpt":0.32965139788847303,"score_spread":0.3144825730506924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058817561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926604,0.00090248755,0.0000020663167,0.0005640694,0.0025868556,0.0010246627,0.0015930115,0.00003821649,0.0006282472],"genre_scores_gemma":[0.9953233,0.0015802364,0.00015972307,0.00063500856,0.00040990938,0.00072914764,0.00027949188,0.00007441645,0.0008087438],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977812,0.00003547772,0.0006576828,0.00052580266,0.00048567998,0.0005141334],"domain_scores_gemma":[0.99790853,0.00008195132,0.0004021861,0.00040608717,0.0009904034,0.0002108643],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006351921,0.00033423607,0.0006531639,0.00018993554,0.00004889051,0.0000132611995,0.00014552523,0.00022779993,0.0028333631],"category_scores_gemma":[0.00020489002,0.0002993646,0.00013637789,0.0003444113,0.00017979054,0.00017771692,0.00006436634,0.00047157632,0.00001027284],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022009714,0.00034116942,0.87199414,0.00031684292,0.00012681683,0.00007005119,0.0049549276,0.000004944061,0.0038522242,0.0000030563074,0.0012176017,0.11689814],"study_design_scores_gemma":[0.0052855015,0.00026396147,0.96863943,0.0011336562,0.00025542334,0.0000017196784,0.0003548601,0.000016318008,0.018541832,0.0000048712795,0.0052176244,0.0002848053],"about_ca_topic_score_codex":0.01038041,"about_ca_topic_score_gemma":0.015181804,"teacher_disagreement_score":0.116613336,"about_ca_system_score_codex":0.0008841571,"about_ca_system_score_gemma":0.00086377776,"threshold_uncertainty_score":0.9999458},"labels":[],"label_agreement":null},{"id":"W2058976682","doi":"10.1016/j.jamda.2014.01.002","title":"A Comparative Analysis of Comprehensive Geriatric Assessments for Nursing Home Residents Receiving Palliative Care: A Systematic Review","year":2014,"lang":"en","type":"review","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Vlaamse regering; Universiteit Gent; KU Leuven; Nipissing University","keywords":"CINAHL; Palliative care; Medicine; PsycINFO; MEDLINE; Nursing; Minimum Data Set; Long-term care; Scale (ratio); Family medicine; Quality of life (healthcare); Nursing homes; Psychological intervention","score_opus":0.04636172999674152,"score_gpt":0.438251669160255,"score_spread":0.39188993916351345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058976682","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00078728586,0.99457264,0.00035229998,0.0005336015,0.0007571782,0.002827007,0.000097032265,0.000014667874,0.000058270754],"genre_scores_gemma":[0.0017065401,0.99668425,0.0005436934,0.0003746522,0.00031376278,0.00009225876,0.00008473217,0.000043913587,0.00015619058],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98967975,0.0030750784,0.0034497431,0.00033065796,0.003093999,0.0003707663],"domain_scores_gemma":[0.96922415,0.0067237928,0.021057809,0.00050402357,0.0021888423,0.00030137945],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024591181,0.0004873314,0.012481348,0.00080850645,0.00010342099,0.000030466743,0.00069016375,0.00025001852,0.000021982849],"category_scores_gemma":[0.012102167,0.00029299947,0.0035956725,0.0036051706,0.00017501648,0.000077612705,0.00007040658,0.0009596104,0.0000028267361],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008016959,0.00035717603,0.002773308,0.8921845,0.038478352,0.000010551762,0.0011081501,0.000005147023,0.0000017682788,0.000004078101,0.010133544,0.05486328],"study_design_scores_gemma":[0.00069880614,0.0005042081,0.016227555,0.8286161,0.14786626,0.000019522975,0.0002832327,0.00010834393,0.0000010768026,0.000006513879,0.0053900885,0.000278301],"about_ca_topic_score_codex":0.000106458036,"about_ca_topic_score_gemma":0.00001842174,"teacher_disagreement_score":0.10938791,"about_ca_system_score_codex":0.0042850603,"about_ca_system_score_gemma":0.0012484058,"threshold_uncertainty_score":0.9999522},"labels":[],"label_agreement":null},{"id":"W2058991556","doi":"10.1161/circoutcomes.111.963157","title":"Addition of Frailty and Disability to Cardiac Surgery Risk Scores Identifies Elderly Patients at High Risk of Mortality or Major Morbidity","year":2012,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Frailty in Older Adults","field":"Medicine","cited_by":446,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Jewish General Hospital; Montreal Heart Institute","funders":"Institut de Cardiologie de Montréal; Jewish General Hospital","keywords":"Medicine; Odds ratio; Confidence interval; Prospective cohort study; Framingham Risk Score; Physical therapy; Coronary artery bypass surgery; Internal medicine; Disease; Artery","score_opus":0.06511209050565983,"score_gpt":0.3218823408276257,"score_spread":0.2567702503219659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058991556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947376,0.001012794,0.00055076316,0.00007734318,0.00050926,0.00095117703,0.0020974374,0.000045143577,0.00001847694],"genre_scores_gemma":[0.9988017,0.0003357942,0.00019895058,0.000034161967,0.00011942744,0.000039801333,0.00042638768,0.000021904334,0.000021862197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99607754,0.0011574063,0.0009967318,0.00046813037,0.000998088,0.00030209846],"domain_scores_gemma":[0.9966756,0.0012084357,0.00045491842,0.001029831,0.0003449535,0.00028624167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003588494,0.000273601,0.0015441645,0.00010488002,0.0001715001,0.000017947676,0.000063068415,0.00019457062,0.00007228095],"category_scores_gemma":[0.004390515,0.00022511852,0.0010333759,0.0002499952,0.00039035018,0.00035859013,0.00012531375,0.00016617995,0.0000042058086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014706836,0.00020160832,0.9827959,0.0009099638,0.0023846931,6.0217957e-7,0.0006256057,0.000044428925,0.000049403472,0.000025719979,0.00015133167,0.012663691],"study_design_scores_gemma":[0.001030866,0.0000486742,0.99476284,0.000086923304,0.0019212198,0.0000022630607,0.00014896916,0.000008384085,0.0014165386,0.0001846692,0.00014953816,0.00023909718],"about_ca_topic_score_codex":0.007430323,"about_ca_topic_score_gemma":0.00031279153,"teacher_disagreement_score":0.012424594,"about_ca_system_score_codex":0.00013159691,"about_ca_system_score_gemma":0.00003638393,"threshold_uncertainty_score":0.9991793},"labels":[],"label_agreement":null},{"id":"W2059330989","doi":"10.1016/j.critrevonc.2010.04.003","title":"Are frailty markers useful for predicting treatment toxicity and mortality in older newly diagnosed cancer patients? Results from a prospective pilot study","year":2010,"lang":"en","type":"article","venue":"Critical Reviews in Oncology/Hematology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital; University of Toronto","funders":"","keywords":"Medicine; Grip strength; Logistic regression; Toxicity; Geriatric oncology; Prospective cohort study; Proportional hazards model; Performance status; Internal medicine; Cancer; Gerontology; Physical therapy","score_opus":0.08229290768159514,"score_gpt":0.4132758791085545,"score_spread":0.33098297142695937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059330989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847747,0.0018697574,0.00003301167,0.002839352,0.00082032266,0.008868601,0.0003584663,0.000055747347,0.00038001325],"genre_scores_gemma":[0.9914863,0.00063918706,0.0017730809,0.00090962293,0.00017196083,0.004886025,0.000057346122,0.000040066396,0.000036392677],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955428,0.0006329403,0.0016248005,0.0012406118,0.00022335925,0.00073546084],"domain_scores_gemma":[0.9929431,0.0054049487,0.00039504506,0.00065229234,0.0002742192,0.00033038892],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011077123,0.00045994815,0.002206996,0.00016529766,0.00009679929,0.000019714194,0.00018679914,0.00039240633,0.00011209071],"category_scores_gemma":[0.03342557,0.00037171794,0.00011904531,0.00027729882,0.0005489063,0.00013672092,0.00014038295,0.0008633061,0.000010269182],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001708658,0.012283588,0.974008,0.00026340786,0.00009490217,0.0003356213,0.0016230211,1.9306651e-7,0.00005972677,0.0001671599,0.0007121861,0.008743542],"study_design_scores_gemma":[0.026074693,0.0067620776,0.9619601,0.0011691381,0.00031163066,0.0000264725,0.0006530282,0.00013766816,0.00015498849,0.00076478114,0.0016967452,0.00028871952],"about_ca_topic_score_codex":0.0016206459,"about_ca_topic_score_gemma":0.067536704,"teacher_disagreement_score":0.06591606,"about_ca_system_score_codex":0.00070037396,"about_ca_system_score_gemma":0.0002433751,"threshold_uncertainty_score":0.99987346},"labels":[],"label_agreement":null},{"id":"W2059415997","doi":"10.1590/s0103-21002012005000016","title":"Síndrome de fragilidade relacionada à incapacidade funcional no idoso","year":2012,"lang":"pt","type":"article","venue":"Acta Paulista de Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Gerontology; Philosophy","score_opus":0.03181772162958234,"score_gpt":0.2948474344993304,"score_spread":0.263029712869748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059415997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8786363,0.0060499525,0.0010646556,0.01629457,0.0061918013,0.0015961584,0.00079947273,0.0007280892,0.08863898],"genre_scores_gemma":[0.93205523,0.00023117849,0.0018275072,0.0071660215,0.00473349,0.000100383724,0.0005298765,0.0002754835,0.05308083],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99218553,0.00066398457,0.0012228969,0.00095122,0.0016422238,0.0033341183],"domain_scores_gemma":[0.9939635,0.0009944475,0.0004502365,0.0018276476,0.00040684125,0.0023573386],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018098609,0.0011023625,0.0011131953,0.00038622125,0.0004342816,0.00021708275,0.0009576083,0.0011578285,0.010260002],"category_scores_gemma":[0.0029111963,0.0011592576,0.0004810312,0.0006789275,0.00042346484,0.0011770955,0.0004304814,0.0026976562,0.010543903],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091368286,0.0021554627,0.16497025,0.0016097544,0.0010353603,0.001586987,0.017069254,0.000023744944,0.05466308,0.0030873753,0.75093454,0.0019505123],"study_design_scores_gemma":[0.0050867395,0.0005679121,0.35736415,0.0010562522,0.00093197427,0.002754118,0.0023563632,0.0013525814,0.003732785,0.00021975655,0.62283736,0.0017400045],"about_ca_topic_score_codex":0.00043820392,"about_ca_topic_score_gemma":0.00006776473,"teacher_disagreement_score":0.19239388,"about_ca_system_score_codex":0.0020880399,"about_ca_system_score_gemma":0.0013085435,"threshold_uncertainty_score":0.99960315},"labels":[],"label_agreement":null},{"id":"W2059453201","doi":"10.1093/gerona/59.6.m627","title":"The Estimation of Relative Fitness and Frailty in Community-Dwelling Older Adults Using Self-Report Data","year":2004,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":267,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Gerontology; Estimation; Psychology; Medicine; Engineering","score_opus":0.09288935290282714,"score_gpt":0.37410672061136313,"score_spread":0.281217367708536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059453201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98812,0.0031364907,0.0019181656,0.0061685503,0.00010886711,0.00035173888,0.000009813573,0.000013692472,0.00017266012],"genre_scores_gemma":[0.9915614,0.00065187435,0.0076198108,0.000058865222,0.000027685428,0.0000031229526,0.000013998683,0.0000133770245,0.00004984774],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983804,0.00034545336,0.0007161453,0.00012940043,0.00022134525,0.00020724197],"domain_scores_gemma":[0.99749917,0.0006815164,0.00064496376,0.0009125936,0.00021490779,0.00004686395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019278717,0.00013381419,0.00041742975,0.00007171238,0.00030219104,0.000012916479,0.00037092145,0.000118051605,0.000010225429],"category_scores_gemma":[0.0010610373,0.00008129609,0.000035056855,0.00015499549,0.0005747059,0.00045367467,0.00022294257,0.0006709659,4.8173086e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014050545,0.00431591,0.3177369,0.0042600445,0.0055054342,0.0013521516,0.49457175,0.051139157,0.009746377,0.0071372204,0.00086485426,0.08931968],"study_design_scores_gemma":[0.015603621,0.0017794762,0.8200326,0.010730348,0.0013336596,0.026807196,0.05536446,0.03380477,0.010030417,0.02334937,0.00052671216,0.00063737144],"about_ca_topic_score_codex":0.001958946,"about_ca_topic_score_gemma":0.003436949,"teacher_disagreement_score":0.50229573,"about_ca_system_score_codex":0.00005598615,"about_ca_system_score_gemma":0.00015215682,"threshold_uncertainty_score":0.33151582},"labels":[],"label_agreement":null},{"id":"W2059606549","doi":"10.4997/jrcpe.2012.412","title":"Frailty and its quantitative clinical evaluation","year":2012,"lang":"en","type":"article","venue":"The Journal of the Royal College of Physicians of Edinburgh","topic":"Frailty in Older Adults","field":"Medicine","cited_by":178,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Institutionalisation; Vulnerability (computing); Medicine; Gerontology; Social isolation; Disease; Health care; Isolation (microbiology); Psychiatry; Bioinformatics; Pathology","score_opus":0.07854416983928252,"score_gpt":0.37956953867432575,"score_spread":0.3010253688350432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059606549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98925173,0.0024842576,0.000047596553,0.0045381333,0.0010732113,0.00045378535,0.000042304804,0.0000031994464,0.002105782],"genre_scores_gemma":[0.99747354,0.0000823285,0.0003195014,0.00020778783,0.0007793604,0.0000015947176,5.5521156e-7,0.000013110531,0.0011222258],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9976294,0.00035046658,0.00082750473,0.0000744832,0.0009197609,0.00019837791],"domain_scores_gemma":[0.9964606,0.0010249517,0.0011709034,0.00030115453,0.0009608644,0.000081501275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003739287,0.0001371267,0.0005611397,0.00006671011,0.00007662966,0.0000023223047,0.00032092773,0.000079043944,0.00012608012],"category_scores_gemma":[0.0017810956,0.000073853254,0.00028508966,0.00023723727,0.00029493397,0.0001549866,0.00010008614,0.00042548482,0.0000011925371],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012445612,0.0075084553,0.074003406,0.0005142657,0.005739221,0.000014656249,0.026040226,0.0037207038,0.07693944,0.0052669216,0.75157154,0.036235545],"study_design_scores_gemma":[0.024182584,0.01257452,0.72496855,0.0069561647,0.01327391,0.00034912615,0.017144933,0.0407639,0.13993523,0.008953385,0.010038803,0.00085890526],"about_ca_topic_score_codex":0.000012552836,"about_ca_topic_score_gemma":0.000004442071,"teacher_disagreement_score":0.74153274,"about_ca_system_score_codex":0.000046958496,"about_ca_system_score_gemma":0.00017287662,"threshold_uncertainty_score":0.30116484},"labels":[],"label_agreement":null},{"id":"W2060177231","doi":"10.1017/s0714980811000146","title":"A Tribute to Dr. Anne Martin-Matthews: CIHR Institute of Aging Scientific Director, 2004–2011","year":2011,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University; Fonds de Recherche du Québec - Santé; Institute of Aging; University of Toronto","funders":"","keywords":"Tribute; Library science; Management; Political science; Art; Gerontology; Art history; Computer science; Medicine","score_opus":0.025667565251115472,"score_gpt":0.23929339214601547,"score_spread":0.2136258268949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060177231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9604785,0.0015120072,0.00020638238,0.028986279,0.0045706294,0.0007872806,0.00017399323,0.000052093157,0.003232876],"genre_scores_gemma":[0.9826787,0.000040582236,0.0010402479,0.0017278088,0.0004756304,0.00003458006,0.000049173723,0.00009185715,0.01386143],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964334,0.00012859168,0.00096866646,0.0006601882,0.00030151958,0.0015076855],"domain_scores_gemma":[0.99355906,0.000059639366,0.0003790417,0.0008776591,0.00068669126,0.004437924],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001680338,0.00044920947,0.0007253401,0.0015942482,0.0005875978,0.00017374796,0.0005925119,0.00012354943,0.0012858439],"category_scores_gemma":[0.00066924875,0.00044621312,0.00026468854,0.00082206377,0.0003087927,0.00028660728,0.00004590515,0.0006373964,0.00015556737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003459963,0.00070884574,0.14326608,0.0013987849,0.0013806134,0.025301097,0.07982176,0.0007324235,0.010917518,0.0040061083,0.6763778,0.055742975],"study_design_scores_gemma":[0.0016528291,0.00061032624,0.034395225,0.003513507,0.00020486582,0.0019446377,0.00085008575,0.000115284274,0.0034247986,0.00019654013,0.95246834,0.0006235719],"about_ca_topic_score_codex":0.055100873,"about_ca_topic_score_gemma":0.4934554,"teacher_disagreement_score":0.43835455,"about_ca_system_score_codex":0.001918434,"about_ca_system_score_gemma":0.0017596044,"threshold_uncertainty_score":0.99979895},"labels":[],"label_agreement":null},{"id":"W2060613987","doi":"10.1186/1471-2318-12-56","title":"Comparing frailty measures in their ability to predict adverse outcome among older residents of assisted living","year":2012,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Waterloo; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Fondation pour la Recherche Médicale","keywords":"Medicine; Frailty Index; Gerontology; Activities of daily living; Risk assessment; Scale (ratio); Rehabilitation; Epidemiology; Demography; Physical therapy; Internal medicine","score_opus":0.08397150098213228,"score_gpt":0.3140758590482572,"score_spread":0.2301043580661249,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060613987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99600524,0.00021077524,0.0010584998,0.00006108994,0.0005942441,0.000911658,0.000015201711,0.00010097083,0.0010423228],"genre_scores_gemma":[0.9960997,0.000006893448,0.0032636337,0.00006431074,0.00023636482,0.000036394602,0.000009170886,0.000039079623,0.00024445678],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973009,0.00021046236,0.0009247508,0.000351822,0.00063893327,0.000573095],"domain_scores_gemma":[0.9978873,0.00054823165,0.00024009912,0.0007615144,0.00019212876,0.00037073685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015641898,0.0002593417,0.0006715017,0.0003481477,0.00004847844,0.0000135268865,0.000248015,0.00019447402,0.00008493719],"category_scores_gemma":[0.004117778,0.00023065665,0.0001744214,0.00072622724,0.0000724343,0.0002577248,0.00023781591,0.0003287734,0.000030625062],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008215282,0.00044708993,0.9948308,0.00047205496,0.000023181927,0.0000029182465,0.0022518274,0.00014780002,0.0008062839,0.0000053513754,0.0004356586,0.00049490057],"study_design_scores_gemma":[0.001290372,0.00006111637,0.99668205,0.00035929386,0.000078248784,0.000007828208,0.00051443,0.00026880068,0.00047349028,0.0000061328583,0.000060413495,0.00019784192],"about_ca_topic_score_codex":0.0011709848,"about_ca_topic_score_gemma":0.0013581818,"teacher_disagreement_score":0.002553588,"about_ca_system_score_codex":0.0003046111,"about_ca_system_score_gemma":0.00010903,"threshold_uncertainty_score":0.9405905},"labels":[],"label_agreement":null},{"id":"W2060646849","doi":"10.1111/j.1365-2648.2006.04021.x","title":"Factors contributing to frailty: literature review","year":2006,"lang":"en","type":"review","venue":"Journal of Advanced Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":232,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; Island Health","funders":"","keywords":"CINAHL; MEDLINE; Gerontology; Psychology; Gerontological nursing; Social support; Medicine; Psychological intervention; Social psychology; Nursing; Psychiatry","score_opus":0.05643991750449465,"score_gpt":0.41470617143571964,"score_spread":0.358266253931225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060646849","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000113981205,0.99460465,0.00041545476,0.0011949581,0.0017432284,0.0012130596,0.000059247403,0.000035064328,0.0007229169],"genre_scores_gemma":[0.00000430909,0.99220663,0.004698168,0.0005263422,0.001471018,0.000006002354,0.0001257692,0.00011213675,0.000849645],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99595696,0.0001582984,0.0020735725,0.00034964413,0.00076169014,0.0006998244],"domain_scores_gemma":[0.99579704,0.00038143987,0.0020499798,0.00047305448,0.000831014,0.00046750097],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00060146843,0.00067157287,0.0045881527,0.00057331123,0.000107973516,0.00006171232,0.0003241111,0.0003657295,0.00002878458],"category_scores_gemma":[0.0020055429,0.00045255286,0.0014344995,0.001133266,0.00004902753,0.00026873418,0.000038585502,0.0018970117,0.000013994013],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020863592,0.00008575966,0.0000035785827,0.046460845,0.00012810015,0.00032429685,0.00008998021,0.0000037406066,0.0000052949717,0.0000054542215,0.015654981,0.9372171],"study_design_scores_gemma":[0.00032619943,0.00023430678,0.000014039251,0.47449914,0.001436177,0.0016016768,0.000020513064,1.2565103e-7,0.000008034878,0.000016032976,0.5216488,0.00019494662],"about_ca_topic_score_codex":4.355332e-7,"about_ca_topic_score_gemma":3.885315e-7,"teacher_disagreement_score":0.93702215,"about_ca_system_score_codex":0.0010854854,"about_ca_system_score_gemma":0.00042410594,"threshold_uncertainty_score":0.99979264},"labels":[],"label_agreement":null},{"id":"W2060972646","doi":"10.1007/s00134-014-3246-3","title":"Scratching the surface: the burden of frailty in critical care","year":2014,"lang":"en","type":"letter","venue":"Intensive Care Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Alberta Innovates","keywords":"Medicine; Anesthesiology; Pain medicine; Critical illness; MEDLINE; Scratching; Intensive care medicine; Emergency medicine; Anesthesia; Critically ill","score_opus":0.04937328094767866,"score_gpt":0.35129010147145373,"score_spread":0.30191682052377505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060972646","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007876476,0.01290826,0.00005620983,0.97114384,0.0022680755,0.0012405851,0.00007902979,0.000058544367,0.0043689804],"genre_scores_gemma":[0.38967496,0.000065467524,0.000044097225,0.6004629,0.00835246,0.000029751805,0.00042634935,0.00009436158,0.00084962056],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99564767,0.00046219208,0.0009875558,0.0007134925,0.001485999,0.0007031142],"domain_scores_gemma":[0.98506355,0.0037201988,0.0002769586,0.0017445405,0.009073844,0.00012093121],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00043210393,0.0006423614,0.0015879974,0.0002089847,0.00012599444,0.000017744987,0.0008205812,0.0009064467,0.0003017584],"category_scores_gemma":[0.017912192,0.0003165841,0.00029343317,0.0003967878,0.0022971502,0.000040164734,0.00023286969,0.0055199135,0.000053431115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006314791,0.000003880044,0.0005237728,0.0017898235,0.000100468074,0.0012581161,0.055674143,0.000026941738,0.00028837268,0.00002020943,0.93891776,0.0013333556],"study_design_scores_gemma":[0.0021687248,0.0009020115,0.0006992085,0.01074065,0.00082768645,0.0005461351,0.21026362,0.00010643473,0.00028912735,0.00013873196,0.7729357,0.0003820051],"about_ca_topic_score_codex":0.0051969355,"about_ca_topic_score_gemma":0.00017540439,"teacher_disagreement_score":0.38179848,"about_ca_system_score_codex":0.00034867087,"about_ca_system_score_gemma":0.00030953105,"threshold_uncertainty_score":0.99992865},"labels":[],"label_agreement":null},{"id":"W2061886555","doi":"10.5770/cgj.16.69","title":"Acceptance of Disability and the Risk of Frailty","year":2013,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Island Health; University of Manitoba","funders":"","keywords":"Medicine; Confounding; Confidence interval; Gerontology; Odds ratio; Prospective cohort study; Cohort study; Cohort; Demography; Internal medicine","score_opus":0.013905949395452066,"score_gpt":0.2461925368108697,"score_spread":0.23228658741541763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061886555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890066,0.0013507524,0.00008915827,0.0070837964,0.00024038828,0.00032175911,0.00004610584,0.0000032747607,0.0018581764],"genre_scores_gemma":[0.9979441,0.00056329387,0.0009077804,0.00017140587,0.0001953934,0.0000037686361,0.000001182263,0.00000944558,0.00020363077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989964,0.00009967931,0.00038425336,0.0000989539,0.00020319188,0.00021752337],"domain_scores_gemma":[0.9984596,0.000220247,0.00026542877,0.00029445873,0.0002865616,0.00047375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005657367,0.0000877415,0.00028662744,0.00008132747,0.00009345782,0.000023800292,0.00014802674,0.000071946524,0.0006107766],"category_scores_gemma":[0.0012112926,0.000055838995,0.00010416624,0.00022584747,0.0005835073,0.00009522786,0.00001899049,0.0003636458,0.000006424624],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011181791,0.00004819338,0.9090687,0.00012512767,0.00017429508,0.0000123549735,0.0014400997,0.000018125258,0.00018261622,0.0005117615,0.022278469,0.066028446],"study_design_scores_gemma":[0.0024671622,0.000069682406,0.9906674,0.000034346544,0.0001387037,0.00020747617,0.00033250856,0.00022904866,0.00015473887,0.0028501314,0.002775105,0.000073683696],"about_ca_topic_score_codex":0.05586203,"about_ca_topic_score_gemma":0.027513348,"teacher_disagreement_score":0.081598714,"about_ca_system_score_codex":0.00014129531,"about_ca_system_score_gemma":0.00040814446,"threshold_uncertainty_score":0.990232},"labels":[],"label_agreement":null},{"id":"W2062164283","doi":"10.1177/030802260907200803","title":"Home and Clinical Assessments of Instrumental Activities of Daily Living: What Could Explain the Difference between Settings in Frail Older Adults, If Any?","year":2009,"lang":"en","type":"article","venue":"British Journal of Occupational Therapy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Centre for Interdisciplinary Research in Rehabilitation; Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"PsycINFO; CINAHL; Activities of daily living; Gerontology; MEDLINE; Medicine; Dementia; Population; Occupational therapy; Psychology; Clinical psychology; Psychiatry; Psychological intervention; Disease","score_opus":0.04809985475228791,"score_gpt":0.3734696428372158,"score_spread":0.3253697880849279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062164283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99654406,0.0019907025,0.00012298109,0.0008354483,0.00015066632,0.00027091065,0.000056517274,0.0000050247286,0.000023660508],"genre_scores_gemma":[0.99058497,0.007385606,0.0012111561,0.0005435234,0.00020495217,0.0000027258448,0.000016905666,0.000013050488,0.00003711439],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99759746,0.00021520471,0.0010724886,0.00017537552,0.0007552531,0.00018421648],"domain_scores_gemma":[0.9977918,0.00094166526,0.0007795792,0.00013562231,0.00024451848,0.00010675963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009249659,0.00015048936,0.00058412517,0.00014192969,0.00005281701,0.00006666281,0.00021026086,0.00012832264,0.00006751745],"category_scores_gemma":[0.00022277543,0.00012838152,0.00015171237,0.00016314491,0.00024259106,0.00058127526,0.00003084258,0.00053130096,2.3728823e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006168692,0.00050281547,0.633205,0.000028496837,0.00010545218,0.000026809186,0.0007959841,6.643176e-7,0.00027888385,0.000005996532,0.00020276794,0.36423025],"study_design_scores_gemma":[0.004925986,0.0014595076,0.98567826,0.0046964814,0.00003011649,0.00044322546,0.0019656841,0.000035079323,0.0004689537,0.00014511046,0.000041643434,0.00010996127],"about_ca_topic_score_codex":0.000062858955,"about_ca_topic_score_gemma":0.000018376568,"teacher_disagreement_score":0.36412027,"about_ca_system_score_codex":0.000058719444,"about_ca_system_score_gemma":0.00021559921,"threshold_uncertainty_score":0.5235247},"labels":[],"label_agreement":null},{"id":"W2062596171","doi":"10.1016/j.exger.2014.04.016","title":"Cross-population validation of statistical distance as a measure of physiological dysregulation during aging","year":2014,"lang":"en","type":"article","venue":"Experimental Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; National Institute on Aging; National Institutes of Health","keywords":"Biomarker; Measure (data warehouse); Set (abstract data type); Population; Healthy aging; Biology; Computational biology; Statistics; Medicine; Computer science; Gerontology; Data mining; Mathematics; Genetics","score_opus":0.03307741837119253,"score_gpt":0.3585232937466791,"score_spread":0.3254458753754865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062596171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924254,0.00014739441,0.006041632,0.00006661137,0.00013443588,0.00022201239,0.0000069167745,0.000034524746,0.00092108274],"genre_scores_gemma":[0.99712354,0.0000010801579,0.0024488417,0.000020853038,0.000074985735,0.000016615437,0.00013454292,0.00001213371,0.00016741043],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988325,0.00011042885,0.00040000648,0.00024478693,0.00024501106,0.00016724755],"domain_scores_gemma":[0.99939656,0.00006995433,0.00018945117,0.00020877823,0.00007823053,0.00005702221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000117054864,0.000117527255,0.0003472963,0.00004825959,0.000041975596,0.000004528381,0.00005741535,0.000107053624,0.00030242116],"category_scores_gemma":[0.00022152861,0.00010897167,0.00005245394,0.00006176379,0.00019428896,0.000094081406,0.000031289757,0.00007981941,0.00000831697],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006702396,0.00033306686,0.09146058,0.00014807112,0.0000384889,0.0000042831143,0.000931275,0.00018181223,0.896069,0.0084938435,0.00002696885,0.001642377],"study_design_scores_gemma":[0.0012832553,0.0003799224,0.5585429,0.000056100016,0.000013852996,0.00002619022,0.0000890606,0.00066555955,0.4385524,0.0003088029,0.000011863661,0.00007007174],"about_ca_topic_score_codex":0.00013603886,"about_ca_topic_score_gemma":0.000007378086,"teacher_disagreement_score":0.46708232,"about_ca_system_score_codex":0.000099631,"about_ca_system_score_gemma":0.000012802316,"threshold_uncertainty_score":0.44437355},"labels":[],"label_agreement":null},{"id":"W2063378310","doi":"10.1046/j.1532-5415.2001.4911239.x","title":"Medical Comorbidity and Rehabilitation Efficiency in Geriatric Inpatients","year":2001,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Comorbidity; Rehabilitation; Medicine; Geriatric rehabilitation; Geriatric Depression Scale; Functional Independence Measure; Physical therapy; Depression (economics); Psychiatry; Cognition; Depressive symptoms","score_opus":0.009646346662347979,"score_gpt":0.28345183495824505,"score_spread":0.27380548829589707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063378310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98613137,0.00032917302,0.0003548575,0.012419175,0.00042290083,0.00020203006,0.0000024477963,0.000009643324,0.00012839162],"genre_scores_gemma":[0.99249405,0.0019754942,0.0040654754,0.0011017252,0.00028090487,0.0000021575063,7.360082e-7,0.000014657594,0.000064803135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978984,0.00016874606,0.00064291054,0.00015389035,0.00089828396,0.00023779736],"domain_scores_gemma":[0.9980275,0.00052935455,0.00076937967,0.00024109107,0.00023021054,0.00020248351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012310381,0.00012834254,0.00043425636,0.00012030895,0.00007500195,0.000016648683,0.00024341633,0.00007605779,0.00002824442],"category_scores_gemma":[0.0023191574,0.00008644253,0.00030567136,0.0015252667,0.0004196519,0.00010331058,0.00011536152,0.00058626226,0.000002109805],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024273267,0.000603414,0.9580579,0.00006942808,0.000052355357,0.00004099821,0.003135662,0.00005646956,0.0002821572,0.000011999,0.01673559,0.020711288],"study_design_scores_gemma":[0.0027343896,0.0010767899,0.98881966,0.000104667146,0.000091266935,0.0007074153,0.0011798838,0.0012047888,0.000019090678,0.00019518877,0.0037411011,0.0001257415],"about_ca_topic_score_codex":0.00012937485,"about_ca_topic_score_gemma":0.000011771972,"teacher_disagreement_score":0.030761769,"about_ca_system_score_codex":0.00029604082,"about_ca_system_score_gemma":0.00032537192,"threshold_uncertainty_score":0.3525024},"labels":[],"label_agreement":null},{"id":"W2064796439","doi":"10.1186/1471-2318-10-41","title":"Short-term geriatric assessment units: 30 years later","year":2010,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hôpital Saint-Luc; University of Toronto; Centre Intégré de Santé et Services Sociaux de Chaudière-Appalache; Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"Canadian Institutes of Health Research; Université de Montréal; McGill University","keywords":"Medicine; Term (time); Rehabilitation; Gerontology; Long-term care; Geriatric rehabilitation; Physical therapy; Physical medicine and rehabilitation; Nursing","score_opus":0.026428270381255035,"score_gpt":0.2999990989259982,"score_spread":0.2735708285447431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064796439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905049,0.000091687434,0.00059022533,0.00023411697,0.0022806744,0.00058852235,0.000030336398,0.00023414292,0.005445401],"genre_scores_gemma":[0.9789995,0.00007024047,0.016134964,0.00020450434,0.0013579098,0.00003984136,0.00010180299,0.00007522306,0.003016035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808306,0.00004626822,0.00043504898,0.00042835425,0.000523229,0.00048404298],"domain_scores_gemma":[0.998413,0.00013046569,0.00009400308,0.00081273983,0.00024316173,0.00030657937],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034251317,0.00025509094,0.000359974,0.00028127045,0.00007162778,0.000076450044,0.00024393275,0.00028870883,0.001170142],"category_scores_gemma":[0.00024185072,0.00024021164,0.000117313146,0.00081009185,0.000063184154,0.000120863755,0.00013385214,0.00066433294,0.00045905274],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094372066,0.00050997856,0.91292703,0.00038915183,0.00011168367,0.00034297392,0.0005003258,0.000016661828,0.027269568,0.0006404503,0.03291498,0.024282832],"study_design_scores_gemma":[0.001603539,0.00016062733,0.9588085,0.000018580718,0.00019591488,0.00014919897,0.000050725255,0.00019229425,0.000569213,0.00007623558,0.03783775,0.0003374276],"about_ca_topic_score_codex":0.000021203361,"about_ca_topic_score_gemma":0.000040489773,"teacher_disagreement_score":0.045881473,"about_ca_system_score_codex":0.00009268724,"about_ca_system_score_gemma":0.00041715696,"threshold_uncertainty_score":0.9997429},"labels":[],"label_agreement":null},{"id":"W2065281435","doi":"10.1186/1471-2458-10-176","title":"The psychometric properties of three self-report screening instruments for identifying frail older people in the community","year":2010,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":169,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Zuyd Hogeschool; Universiteit Maastricht","keywords":"Cronbach's alpha; Medicine; Construct validity; Gerontology; Psychometrics; Public health; Internal consistency; Clinical psychology","score_opus":0.1570465661759135,"score_gpt":0.3687436357563447,"score_spread":0.21169706958043122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065281435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97471917,0.00026797637,0.0031122891,0.018770466,0.00049330766,0.0021622062,0.000007274104,0.00007089043,0.0003964308],"genre_scores_gemma":[0.9921399,0.000035693098,0.006389816,0.00086947356,0.00012499819,0.00026264327,0.000029239665,0.00002895518,0.000119322445],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99727875,0.0003799249,0.0008336814,0.00021479941,0.0006718036,0.0006210159],"domain_scores_gemma":[0.9972886,0.00063487253,0.00040594372,0.0012067035,0.0002832074,0.00018068386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0083377315,0.00016753616,0.00036806372,0.0003368911,0.00071354205,0.00012010221,0.0006446753,0.000107296095,0.000012842838],"category_scores_gemma":[0.003609266,0.00009445833,0.0001082072,0.0012899191,0.00012254338,0.0002427141,0.00012049229,0.0010328549,0.0000036990778],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049833474,0.00075224886,0.9298748,0.0011163596,0.00006457719,9.0976323e-7,0.011712994,5.101918e-7,0.0001397744,0.00030337254,0.002251953,0.053732708],"study_design_scores_gemma":[0.0021504262,0.00022210547,0.9826483,0.00018390438,0.000015391686,0.0001450448,0.0048150755,0.000505832,0.0000646883,0.00013712238,0.009009754,0.00010232628],"about_ca_topic_score_codex":0.004408129,"about_ca_topic_score_gemma":0.03651901,"teacher_disagreement_score":0.05363038,"about_ca_system_score_codex":0.00010010682,"about_ca_system_score_gemma":0.0010060575,"threshold_uncertainty_score":0.981062},"labels":[],"label_agreement":null},{"id":"W2065542860","doi":"10.1111/opn.12007","title":"Identifying modifiable factors to improve quality for older adults in hospital: a scoping review","year":2012,"lang":"en","type":"review","venue":"International Journal of Older People Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Dimension (graph theory); Psychology; Quality (philosophy); Gerontology; Nursing; Applied psychology; Medicine","score_opus":0.08386792386973155,"score_gpt":0.45328593244098253,"score_spread":0.36941800857125096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065542860","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00053751614,0.980717,0.005299792,0.0014148091,0.007188906,0.0046546147,0.000080730504,0.000026763873,0.00007989083],"genre_scores_gemma":[0.0026661635,0.9917183,0.0032126724,0.0002449599,0.0015245251,0.00017029104,0.00014823348,0.00014264246,0.00017224965],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99435145,0.0001741744,0.0029845568,0.0005329668,0.001323348,0.0006335194],"domain_scores_gemma":[0.9949465,0.0006642076,0.0022360666,0.00041434387,0.0013151027,0.00042378675],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013157136,0.00060858496,0.0031003428,0.0009987135,0.00005706068,0.00012568379,0.00075958756,0.0003080637,0.0001248794],"category_scores_gemma":[0.001286578,0.00051397085,0.0012677263,0.000464384,0.000041017356,0.00062958,0.00009488913,0.00084675645,0.000019363879],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081124344,0.00093232054,0.00020954851,0.13667178,0.00043806926,0.000035018893,0.0053290683,0.0000026477721,0.0000032863054,0.000018152086,0.0013435199,0.85493547],"study_design_scores_gemma":[0.0020647682,0.000215625,0.0013637717,0.9791331,0.0012970913,0.00037398774,0.00032362578,0.0000082594825,0.000019537616,0.000025564943,0.014660199,0.00051442534],"about_ca_topic_score_codex":0.000117812626,"about_ca_topic_score_gemma":0.0000401459,"teacher_disagreement_score":0.854421,"about_ca_system_score_codex":0.0017050643,"about_ca_system_score_gemma":0.0008067586,"threshold_uncertainty_score":0.9997312},"labels":[],"label_agreement":null},{"id":"W2066167059","doi":"10.1016/j.apmr.2011.12.027","title":"Underestimating Physical Function Gains: Comparing FIM Motor Subscale and interRAI Post Acute Care Activities of Daily Living Scale","year":2012,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Rasch model; Activities of daily living; Ceiling effect; Rehabilitation; Geriatric rehabilitation; Differential item functioning; Physical therapy; Medicine; Psychological intervention; Gerontology; Physical medicine and rehabilitation; Acute care; Construct validity; Psychology; Item response theory; Health care; Psychometrics; Clinical psychology; Nursing","score_opus":0.016802011791834687,"score_gpt":0.30377360813664067,"score_spread":0.28697159634480596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066167059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99670416,0.0003463084,0.0007514125,0.0007614019,0.00006884438,0.0003169509,0.000009076324,0.000027129063,0.0010147277],"genre_scores_gemma":[0.99646926,0.000010531852,0.0030555893,0.000039465456,0.00034141773,0.0000150529895,0.000023057382,0.000016659014,0.000028959164],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99902636,0.00009115843,0.0002643923,0.0001993113,0.0002312815,0.00018751915],"domain_scores_gemma":[0.9962177,0.0032786191,0.00013931443,0.00016509996,0.00006507687,0.00013417126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009203612,0.00015422209,0.0005049709,0.00015421415,0.000055876557,0.000003862602,0.00004144945,0.000030617273,0.0000028849965],"category_scores_gemma":[0.00069309765,0.000116820745,0.0000949291,0.00008908816,0.00090716843,0.0002484443,0.000072301176,0.00017378056,4.440176e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043167442,0.00056267815,0.11949113,0.003179621,0.00014728292,3.1275565e-7,0.3192177,0.000010238137,0.46893954,0.00093309785,0.000034993198,0.08705172],"study_design_scores_gemma":[0.0014701808,0.0066250637,0.89168036,0.004449584,0.0004222737,0.000010970082,0.08176244,0.009059961,0.0032581168,0.0011015881,0.000010385436,0.00014909927],"about_ca_topic_score_codex":0.000097424585,"about_ca_topic_score_gemma":0.000015044936,"teacher_disagreement_score":0.7721892,"about_ca_system_score_codex":0.000016461585,"about_ca_system_score_gemma":0.000016848173,"threshold_uncertainty_score":0.47638118},"labels":[],"label_agreement":null},{"id":"W2066512312","doi":"10.1007/s00068-015-0517-9","title":"The outcomes of the elderly in acute care general surgery","year":2015,"lang":"en","type":"article","venue":"European Journal of Trauma and Emergency Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Sports medicine; Medicine; MEDLINE; General surgery; Medical emergency; Physical therapy; Intensive care medicine","score_opus":0.04684433349709614,"score_gpt":0.28068321313574573,"score_spread":0.2338388796386496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066512312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98598975,0.0056616757,0.000006471418,0.0037426408,0.002871564,0.0000813059,0.0000051947554,0.0000062355416,0.001635192],"genre_scores_gemma":[0.99695235,0.0016961268,0.000055368382,0.00007840198,0.00024842177,6.357961e-7,0.0000017637591,0.000028030798,0.00093891326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976137,0.0005021844,0.0010700312,0.00011437465,0.00044659217,0.00025311872],"domain_scores_gemma":[0.9984918,0.0002955436,0.00043395685,0.00029060722,0.00030170323,0.0001863851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019159494,0.0001565198,0.0004931965,0.00015475869,0.000072814095,0.000012285829,0.0001819982,0.000026625623,0.00002719243],"category_scores_gemma":[0.00064303057,0.00008053479,0.00042590572,0.00025136536,0.00010281929,0.000108110966,0.00004680077,0.00030351087,0.0000045498296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016869466,0.000058556485,0.8491304,0.00003822978,0.00020794309,0.0003601543,0.001761928,0.000010583901,0.00012142321,0.0000066233597,0.054421123,0.09371433],"study_design_scores_gemma":[0.00051033037,0.00014144013,0.98217815,0.0001627402,0.00011105127,0.00031075778,0.0010430634,0.000004814808,0.00029810183,0.00002753202,0.015111911,0.0001001285],"about_ca_topic_score_codex":0.000029719227,"about_ca_topic_score_gemma":0.00003926541,"teacher_disagreement_score":0.13304771,"about_ca_system_score_codex":0.000030221448,"about_ca_system_score_gemma":0.00015302704,"threshold_uncertainty_score":0.32841134},"labels":[],"label_agreement":null},{"id":"W2066926816","doi":"10.1016/j.revmed.2005.12.009","title":"Premier colloque en oncologie gériatrique, soigner les personnes âgées atteintes de cancer : un art, une science, un défi, 16 et 17 septembre 2005, Montréal","year":2006,"lang":"fr","type":"article","venue":"La Revue de Médecine Interne","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Art; Medicine","score_opus":0.009925216750358805,"score_gpt":0.28319095769290487,"score_spread":0.2732657409425461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066926816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69820994,0.049165554,0.0039282646,0.15617983,0.0028007417,0.001566048,0.0003926535,0.0004094631,0.08734753],"genre_scores_gemma":[0.6538742,0.0026856433,0.0053426293,0.0018264065,0.0052637956,0.00025250684,0.000078993224,0.00014966931,0.33052614],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99424756,0.0006184597,0.0011511352,0.0012635773,0.0006979234,0.002021336],"domain_scores_gemma":[0.9958658,0.0015994937,0.00048634317,0.0009481359,0.00052958075,0.00057061174],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002158224,0.0008806028,0.001216577,0.00051436794,0.00027430753,0.00023106317,0.0010682292,0.00077697774,0.003715775],"category_scores_gemma":[0.0015672703,0.0008299147,0.0004376131,0.0011275047,0.0013147386,0.0004945594,0.00047952175,0.0013995118,0.00037214006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010336661,0.0021099905,0.28707275,0.0010233315,0.0005722537,0.0019186508,0.0049787015,0.003129912,0.025640931,0.0058488804,0.6373914,0.02927953],"study_design_scores_gemma":[0.015882708,0.0012164018,0.2711839,0.008421986,0.0011192841,0.003156758,0.0029947145,0.007460609,0.041409146,0.0040573548,0.6414517,0.0016454336],"about_ca_topic_score_codex":0.04051609,"about_ca_topic_score_gemma":0.08537072,"teacher_disagreement_score":0.2431786,"about_ca_system_score_codex":0.0045655686,"about_ca_system_score_gemma":0.0012916481,"threshold_uncertainty_score":0.99941516},"labels":[],"label_agreement":null},{"id":"W2068878583","doi":"10.1177/0269216314554325","title":"Predictors of hospital stay and home care services use: A population-based, retrospective cohort study in stage IV gastric cancer","year":2014,"lang":"en","type":"article","venue":"Palliative Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; Health Sciences Centre; Queen's University","funders":"","keywords":"Medicine; Retrospective cohort study; Confidence interval; Palliative care; Cancer; Population; Relative risk; Health care; Emergency medicine; Cohort study; Cohort; Comorbidity; Family medicine; Internal medicine; Nursing; Environmental health","score_opus":0.012479790238506996,"score_gpt":0.2919503562594383,"score_spread":0.27947056602093134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068878583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99592453,0.0006829218,0.000091272384,0.000540899,0.00035696427,0.0020862047,0.00013532607,0.00005058057,0.00013131942],"genre_scores_gemma":[0.99884886,0.00010516546,0.00013616105,0.00013493141,0.00024741187,0.0001501372,0.0001691918,0.000037628433,0.00017053256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976044,0.00014922819,0.0005500537,0.0005419145,0.0008551578,0.00029921683],"domain_scores_gemma":[0.9982954,0.00030851742,0.00031863904,0.00037660036,0.00051636854,0.00018442985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036667447,0.0002983602,0.00089274946,0.00034217667,0.0000500626,0.000008657717,0.000111740694,0.000086857,0.00015176651],"category_scores_gemma":[0.00054068485,0.00022942887,0.00003902243,0.0006268901,0.00017324336,0.00012730825,0.00004785546,0.00030337294,0.0000014118157],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016537387,0.00025447708,0.9872136,0.0004883823,0.00017401086,0.000017677723,0.011286096,0.00006410067,0.000036472065,0.000017694872,0.000037562255,0.000244561],"study_design_scores_gemma":[0.007322045,0.003991749,0.981023,0.0010436131,0.0002757573,4.0529065e-7,0.0050954837,0.0009741459,0.000029842238,0.000016321916,0.000047187583,0.00018044117],"about_ca_topic_score_codex":0.016112175,"about_ca_topic_score_gemma":0.007120495,"teacher_disagreement_score":0.008991679,"about_ca_system_score_codex":0.0005075802,"about_ca_system_score_gemma":0.000072900555,"threshold_uncertainty_score":0.9904396},"labels":[],"label_agreement":null},{"id":"W2069479685","doi":"10.1111/j.1532-5415.2011.03663.x","title":"A Prospective Cohort Study of Geriatric Syndromes Among Older Medical Patients Admitted to Acute Care Hospitals","year":2011,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Homewood Research Institute; University of Waterloo; University of British Columbia","funders":"","keywords":"Medicine; Incidence (geometry); Prospective cohort study; Cohort; Geriatrics; Cohort study; Pediatrics; Activities of daily living; Cognitive impairment; Epidemiology; Physical therapy; Internal medicine; Disease; Psychiatry","score_opus":0.007661936642248195,"score_gpt":0.26431614247071533,"score_spread":0.25665420582846715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069479685","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966797,0.000111652706,0.00006501105,0.00027723596,0.0006993212,0.0019501036,0.000021683945,0.000025018337,0.00017025479],"genre_scores_gemma":[0.99684167,0.00016105681,0.0021836816,0.0003909946,0.00022067016,0.000032947784,0.000002050999,0.00005421122,0.00011270191],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959212,0.00017734393,0.0010889816,0.0003366597,0.002077678,0.00039814212],"domain_scores_gemma":[0.9952339,0.00011567805,0.0019421802,0.0006316738,0.0015808996,0.0004957015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005752658,0.00030544633,0.0011777874,0.0001775803,0.00011723148,0.000017682418,0.0007342652,0.00011847183,0.00009283009],"category_scores_gemma":[0.00074919476,0.00020116358,0.00076786417,0.0019730523,0.00030611534,0.00014587941,0.00033990387,0.00068891566,0.0000050881704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000195779,0.0013318828,0.9630938,0.000049923387,0.0015249996,0.000049872335,0.02750483,0.000003065089,0.00002623693,6.303499e-7,0.0051504057,0.0010685809],"study_design_scores_gemma":[0.0033828884,0.005110065,0.9778556,0.00010542652,0.001428544,0.00009008191,0.011640427,0.000007835754,0.00014223892,0.000009539657,0.000026972739,0.00020036208],"about_ca_topic_score_codex":0.000349487,"about_ca_topic_score_gemma":0.00001441881,"teacher_disagreement_score":0.015864404,"about_ca_system_score_codex":0.00047394208,"about_ca_system_score_gemma":0.0004728424,"threshold_uncertainty_score":0.82032126},"labels":[],"label_agreement":null},{"id":"W2069994124","doi":"10.1017/s071498080001401x","title":"Service Provision to Older Adults with Developmental Disabilities: A Survey of Service Providers","year":2000,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Surrey Place Centre","funders":"","keywords":"Political science; Humanities; Ethnology; Sociology; Art","score_opus":0.012288635633902386,"score_gpt":0.22405346387465885,"score_spread":0.21176482824075646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069994124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91584015,0.0016902069,0.000020902871,0.07612721,0.0014635248,0.0021280132,0.00069856294,0.000026923643,0.002004511],"genre_scores_gemma":[0.97581834,0.00018919527,0.0011048756,0.014786395,0.00059874536,0.000097116295,0.00022607938,0.00020650646,0.006972772],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943085,0.0005547836,0.0013543833,0.00096961384,0.00047940708,0.002333358],"domain_scores_gemma":[0.9891792,0.0005539588,0.0003421092,0.0007438123,0.001607614,0.0075733084],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017299206,0.0008340724,0.0010050385,0.0007176397,0.0005147794,0.00024767197,0.00076601165,0.0002687184,0.007911959],"category_scores_gemma":[0.0012842051,0.00081388745,0.00013854154,0.0019287758,0.00023333295,0.00042248776,0.00004196136,0.0010174402,0.00035478553],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0020589603,0.0008983849,0.101451665,0.008905073,0.0013565006,0.006383111,0.4002148,0.008241613,0.00007116123,0.00026832244,0.05646428,0.41368613],"study_design_scores_gemma":[0.010513613,0.003514267,0.34309816,0.09725545,0.00053626864,0.010395503,0.07820221,0.0021462096,0.00022476842,0.000025299514,0.45151877,0.0025694955],"about_ca_topic_score_codex":0.72577256,"about_ca_topic_score_gemma":0.98781896,"teacher_disagreement_score":0.41111663,"about_ca_system_score_codex":0.006219527,"about_ca_system_score_gemma":0.0076953177,"threshold_uncertainty_score":0.9994312},"labels":[],"label_agreement":null},{"id":"W2071199250","doi":"10.1111/j.1741-6612.2009.00367.x","title":"The assessment of frailty in older people in acute care","year":2009,"lang":"en","type":"article","venue":"Australasian Journal on Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":229,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Comorbidity; Charlson comorbidity index; Geriatrics; Gerontology; Acute care; Cohort; Mini–Mental State Examination; Cognitive impairment; Activities of daily living; Physical therapy; Cognition; Internal medicine; Psychiatry; Health care","score_opus":0.01609994942713364,"score_gpt":0.332131544354921,"score_spread":0.3160315949277873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071199250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98263246,0.00009608777,0.0000629153,0.010691791,0.00019413885,0.00026417928,0.0000019626382,0.00001103805,0.00604544],"genre_scores_gemma":[0.9980428,0.0001133992,0.00092810346,0.00028151835,0.00009414397,0.0000030061888,0.0000032163864,0.000013461079,0.0005203469],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984302,0.00008734518,0.00053236634,0.00015890803,0.00041557744,0.0003756229],"domain_scores_gemma":[0.99927384,0.00008953279,0.00017690072,0.00024988814,0.00007254873,0.000137305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032700985,0.0001523158,0.00031654802,0.00022139525,0.00008094148,0.000043140048,0.00018098735,0.00008838108,0.00006675373],"category_scores_gemma":[0.00008148788,0.00010684129,0.0001110887,0.00035500838,0.000032354765,0.00011954965,0.000014591882,0.0010385106,0.000005413024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026526474,0.0007656163,0.7076975,0.00011785864,0.00015714891,0.00913776,0.0167751,0.0012542288,0.006165368,0.00093750365,0.002505772,0.25422084],"study_design_scores_gemma":[0.002346468,0.00064791547,0.99174374,0.0009457712,0.000028500051,0.000342939,0.0026009216,0.00009690661,0.00056454906,0.0001320256,0.0004578567,0.00009241027],"about_ca_topic_score_codex":0.000022912449,"about_ca_topic_score_gemma":0.00032876292,"teacher_disagreement_score":0.2840462,"about_ca_system_score_codex":0.00029761554,"about_ca_system_score_gemma":0.00015316774,"threshold_uncertainty_score":0.45118695},"labels":[],"label_agreement":null},{"id":"W2071482555","doi":"10.2165/00002512-200017040-00005","title":"Conceptualisation and Measurement of Frailty in Elderly People","year":2000,"lang":"en","type":"review","venue":"Drugs & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":302,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Calgary; Dalhousie University","funders":"","keywords":"Medicine; Gerontology; Frailty Index; Disease; Balance (ability); Frailty syndrome; Physical medicine and rehabilitation","score_opus":0.07215084483604363,"score_gpt":0.33610082768765676,"score_spread":0.26394998285161314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071482555","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001077484,0.9948896,0.000011180034,0.00013909533,0.00009841356,0.00083297567,0.000014345676,0.000032723623,0.0029041672],"genre_scores_gemma":[0.007057681,0.9922152,0.00016200345,0.000053542008,0.00010387723,0.000052757972,0.000091488946,0.000041505285,0.00022192346],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998083,0.00012523765,0.00067537394,0.00034980508,0.0005350155,0.00023158145],"domain_scores_gemma":[0.9991487,0.00011722568,0.00023724609,0.00033060287,0.000082567785,0.00008364509],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004965845,0.00027587265,0.0013908696,0.00026186893,0.000023161358,0.000013322522,0.00009494313,0.00016851573,0.00014392866],"category_scores_gemma":[0.000116000345,0.00024531322,0.00015183959,0.0003082016,0.00006230494,0.00006529412,0.000032533564,0.00035561417,0.000019043915],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041303547,0.000036186528,0.00010493306,0.011063482,0.000051942458,0.00000658256,0.005003807,4.6922403e-7,0.0000019769866,0.000016559226,0.00033297323,0.983377],"study_design_scores_gemma":[0.0009702797,0.00007374581,0.0004283855,0.045860715,0.0005163153,0.00003917395,0.00027627588,0.0000119012775,0.00000807023,0.000024242738,0.95154524,0.0002456699],"about_ca_topic_score_codex":0.00052888127,"about_ca_topic_score_gemma":0.00016022603,"teacher_disagreement_score":0.9831313,"about_ca_system_score_codex":0.00023094245,"about_ca_system_score_gemma":0.00027857677,"threshold_uncertainty_score":0.99999994},"labels":[],"label_agreement":null},{"id":"W2071922584","doi":"10.1016/j.amjcard.2009.01.375","title":"Role of Frailty in Patients With Cardiovascular Disease","year":2009,"lang":"en","type":"review","venue":"The American Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":617,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Disease; Heart failure; Confounding; Frailty syndrome; Odds ratio; Internal medicine; Coronary artery disease; Population; Gerontology; Frailty Index; Environmental health","score_opus":0.018506129730787458,"score_gpt":0.2844090358528193,"score_spread":0.2659029061220318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071922584","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009025185,0.98988074,0.000044911478,0.00007225521,0.000080990416,0.0005247574,0.000028184782,0.000005300804,0.00033765685],"genre_scores_gemma":[0.028480804,0.97079223,0.00015982556,0.00007113202,0.0004125645,0.000007999779,0.000017942297,0.00004333935,0.000014137995],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99704725,0.0009024039,0.00091863336,0.00021865922,0.00061621907,0.0002968497],"domain_scores_gemma":[0.99700916,0.00022772719,0.0013006638,0.0009503291,0.00031151398,0.00020058762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006758472,0.00033177124,0.005396759,0.00032338055,0.000017657092,0.0000036190097,0.0004330336,0.00008125686,0.0000045126717],"category_scores_gemma":[0.00024958648,0.00017124083,0.0018184457,0.00049226783,0.0005950793,0.000035716082,0.00004935739,0.0008216527,0.000004799964],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005527036,0.000045954363,0.004152258,0.00053132727,0.0034490377,0.00015600663,0.00003630445,0.00020385861,8.6438355e-8,0.0000030652354,0.00012500094,0.9907444],"study_design_scores_gemma":[0.001792197,0.0032632542,0.105442315,0.007883678,0.009933685,0.0008237265,0.000064231375,7.384867e-7,1.8266275e-7,0.000049738956,0.87050265,0.00024362165],"about_ca_topic_score_codex":0.000018417075,"about_ca_topic_score_gemma":4.2407135e-7,"teacher_disagreement_score":0.99050075,"about_ca_system_score_codex":0.00014556755,"about_ca_system_score_gemma":0.00058937515,"threshold_uncertainty_score":0.6982998},"labels":[],"label_agreement":null},{"id":"W2072048124","doi":"10.1016/j.ridd.2014.05.022","title":"Predicting disabilities in daily functioning in older people with intellectual disabilities using a frailty index","year":2014,"lang":"en","type":"article","venue":"Research in Developmental Disabilities","topic":"Frailty in Older Adults","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Activities of daily living; Gerontology; Psychological intervention; Psychology; Population; Baseline (sea); Vulnerability (computing); Intellectual disability; Frailty Index; Medicine; Psychiatry; Environmental health","score_opus":0.09965831394653851,"score_gpt":0.3503303768727818,"score_spread":0.2506720629262433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072048124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885724,0.00011593708,0.0001255,0.00073957787,0.00015485816,0.0017551224,0.00001724848,0.00011547162,0.008403867],"genre_scores_gemma":[0.9959199,0.000024436318,0.0014929646,0.000059512964,0.00014467025,0.0006198049,0.000056582307,0.00009861804,0.0015835146],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99328727,0.0008770536,0.0012395129,0.0011363403,0.0017180374,0.0017417804],"domain_scores_gemma":[0.9879042,0.01082093,0.00007248572,0.00064502255,0.00024094945,0.00031639612],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003135481,0.0005284318,0.00092017965,0.0011951168,0.0002764277,0.00017303029,0.0003879125,0.00027358535,0.0010013483],"category_scores_gemma":[0.01888113,0.00047534672,0.00009695714,0.00228086,0.0022796106,0.0008041477,0.0005453174,0.001706468,0.000062075575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007457508,0.00065397465,0.8727872,0.0010630325,0.000028994615,0.0000069910807,0.121910885,0.0004598719,0.0001253699,0.00019462367,0.00011002418,0.0019133016],"study_design_scores_gemma":[0.0030194945,0.0003865007,0.57155657,0.002400704,0.000005862517,0.00008330956,0.41330075,0.007189648,0.00027374024,0.0012176213,0.00014704032,0.00041877304],"about_ca_topic_score_codex":0.00999462,"about_ca_topic_score_gemma":0.046269815,"teacher_disagreement_score":0.30123064,"about_ca_system_score_codex":0.0040915343,"about_ca_system_score_gemma":0.0009813823,"threshold_uncertainty_score":0.99991184},"labels":[],"label_agreement":null},{"id":"W2072845842","doi":"10.1002/sim.5852","title":"Concordance measures in shared frailty models: application to clustered data in cancer prognosis","year":2013,"lang":"en","type":"article","venue":"Statistics in Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Cancer Research; Institut National Du Cancer; Association pour la Recherche sur le Cancer","keywords":"Concordance; Censoring (clinical trials); Frailty Index; Nonparametric statistics; Statistics; Index (typography); Covariate; Medicine; Econometrics; Computer science; Internal medicine; Mathematics","score_opus":0.11797337068013256,"score_gpt":0.3889841790892407,"score_spread":0.2710108084091082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072845842","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17338055,0.0040717567,0.7348347,0.06432498,0.0010171956,0.014664469,0.0028550522,0.00020636198,0.0046449816],"genre_scores_gemma":[0.9567818,0.00041574767,0.037848487,0.002278945,0.00019661293,0.0013905293,0.0007712465,0.000044943976,0.00027170774],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997326,0.0000851006,0.00083380064,0.000672634,0.0006434069,0.0004390702],"domain_scores_gemma":[0.99814403,0.00032534054,0.00012587984,0.00095120916,0.00024407289,0.00020945205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063239055,0.00023462359,0.0006140302,0.00037480917,0.000020139127,0.000013370627,0.0004723763,0.000114224866,0.00029714665],"category_scores_gemma":[0.0018968743,0.00020846214,0.000009659663,0.0007795456,0.00014930226,0.00021015272,0.00017720037,0.0004486981,0.00004625255],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048501388,0.0007483643,0.3569827,0.0010967007,0.00006571428,0.00017112648,0.010181906,0.0033580079,0.0034391629,0.0013408925,0.172968,0.44916242],"study_design_scores_gemma":[0.008260275,0.00042819075,0.5745596,0.0033831738,0.00005865737,0.0000117231,0.0010726834,0.39816564,0.0001065711,0.009643321,0.0038938157,0.00041630055],"about_ca_topic_score_codex":0.029897353,"about_ca_topic_score_gemma":0.052647527,"teacher_disagreement_score":0.78340125,"about_ca_system_score_codex":0.00039707837,"about_ca_system_score_gemma":0.00018263356,"threshold_uncertainty_score":0.9765626},"labels":[],"label_agreement":null},{"id":"W2072998537","doi":"10.1186/1471-2474-15-185","title":"Frailty index of deficit accumulation and falls: data from the Global Longitudinal Study of Osteoporosis in Women (GLOW) Hamilton cohort","year":2014,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Frailty in Older Adults","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; St. Joseph's Hospital; McMaster University","funders":"Canadian Institutes of Health Research; Sanofi","keywords":"Medicine; Hazard ratio; Confidence interval; Odds ratio; Cohort study; Cohort; Osteoporosis; Internal medicine; Proportional hazards model; Demography; National Death Index","score_opus":0.04984949249672553,"score_gpt":0.3359646617661536,"score_spread":0.28611516926942804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2072998537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969055,0.0002143389,0.0007678758,0.0001120999,0.00009037157,0.001291648,0.00012953837,0.00002863898,0.00045996177],"genre_scores_gemma":[0.9992945,0.000061231556,0.00025074504,0.00004405056,0.00004074776,0.00004673594,0.0002283893,0.000022408927,0.000011164044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99758756,0.00024171661,0.0006291709,0.0005980081,0.00063366926,0.0003098974],"domain_scores_gemma":[0.9978392,0.0004597358,0.00024293459,0.0012799785,0.000079239275,0.00009890716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064129307,0.00025398575,0.00054524036,0.00007645885,0.000051911968,0.000016790991,0.00045352595,0.00012856473,0.00007111024],"category_scores_gemma":[0.00077209907,0.00019786702,0.00008079526,0.00042827596,0.00021912236,0.0002120816,0.0003205748,0.00019229992,0.0000048881266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000301379,0.0007862168,0.9875921,0.00019507583,0.00013905391,5.4935856e-7,0.0017360407,0.00024251358,0.000031459047,0.000021402231,0.00006730235,0.008886896],"study_design_scores_gemma":[0.0048301737,0.00070152833,0.9825453,0.000130409,0.00015490159,0.0000010559015,0.0056868372,0.0053078374,0.0000023549123,0.0003530907,0.00011394794,0.00017253082],"about_ca_topic_score_codex":0.010889464,"about_ca_topic_score_gemma":0.043851018,"teacher_disagreement_score":0.032961555,"about_ca_system_score_codex":0.00009533521,"about_ca_system_score_gemma":0.00006874494,"threshold_uncertainty_score":0.9956971},"labels":[],"label_agreement":null},{"id":"W2073399781","doi":"10.1378/chest.127.5.1764","title":"Outcomes of Elderly Survivors of Intensive Care","year":2005,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Medicine; Quality of life (healthcare); Gerontology; Pooling; Intensive care; Critically ill; Intensive care medicine; Nursing","score_opus":0.07181704508309578,"score_gpt":0.3741930217917803,"score_spread":0.30237597670868455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073399781","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023507758,0.99704576,0.000017213119,0.0003177068,0.0007252411,0.0003726511,0.000050792285,0.000012242881,0.0012232916],"genre_scores_gemma":[0.00019512669,0.9965151,0.00090685353,0.00009522388,0.0005315815,0.000004843553,0.00004002173,0.00006609277,0.0016451378],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976298,0.000095008974,0.0013130289,0.00019766856,0.00049811124,0.00026637883],"domain_scores_gemma":[0.9953021,0.00026043243,0.0012442449,0.0004539542,0.002523032,0.00021623533],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022290014,0.0003808222,0.0031318574,0.00036282258,0.000029676436,0.00001027685,0.00031440164,0.0003505834,0.00022378885],"category_scores_gemma":[0.0015036879,0.00025929153,0.0011556649,0.00022350099,0.00015989883,0.000056964913,0.00005983227,0.001115856,0.000030444186],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009330904,0.00004350149,0.001202911,0.03126957,0.00063566514,0.000101708945,0.0011049532,2.773163e-7,7.68215e-7,0.0000041529584,0.002083855,0.9635433],"study_design_scores_gemma":[0.0006813729,0.00031147263,0.001152787,0.034269575,0.0020473574,0.0015201819,0.002029134,1.5755057e-7,0.000011910351,0.000004556409,0.9577752,0.00019630218],"about_ca_topic_score_codex":0.000028115173,"about_ca_topic_score_gemma":0.00004387706,"teacher_disagreement_score":0.963347,"about_ca_system_score_codex":0.00020471371,"about_ca_system_score_gemma":0.00072545186,"threshold_uncertainty_score":0.99998593},"labels":[],"label_agreement":null},{"id":"W2073804163","doi":"10.3949/ccjm.80a.12100","title":"Frailty in older adults: Implications for end-of-life care","year":2013,"lang":"en","type":"review","venue":"Cleveland Clinic Journal of Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Palliative care; End-of-life care; Advance care planning; Gerontology; Older people; MEDLINE; Nursing","score_opus":0.1428034625396862,"score_gpt":0.4450194596517532,"score_spread":0.30221599711206704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073804163","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027958967,0.99133205,0.00032693328,0.0037933507,0.0010995346,0.0023818985,0.0001634882,0.000011918608,0.0006112344],"genre_scores_gemma":[0.0008160726,0.9941255,0.0013401333,0.00042735104,0.0021004227,0.00012856566,0.00024835003,0.000090635054,0.0007229845],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942772,0.00016296182,0.004262967,0.00038345266,0.0005009456,0.0004124795],"domain_scores_gemma":[0.9921976,0.0023328115,0.0029932915,0.00069423724,0.0012611035,0.00052100385],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011623164,0.0005027511,0.0047378917,0.00068222545,0.000038761325,0.000006340956,0.0005418509,0.0006490493,0.0010341424],"category_scores_gemma":[0.0048830146,0.00031203663,0.00089951255,0.00046355455,0.00035128932,0.000088781475,0.000056018533,0.0013278198,0.000031758023],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001352532,0.0001959122,0.00074237754,0.027696045,0.00037355334,0.000015843585,0.00076040905,7.863725e-8,4.1366187e-7,0.000021402117,0.030946013,0.9391127],"study_design_scores_gemma":[0.014183636,0.0018040409,0.006528394,0.14822811,0.002480303,0.0005632597,0.0012531289,0.0000010765041,4.5559415e-7,0.00013419775,0.82456636,0.0002570586],"about_ca_topic_score_codex":0.00003628987,"about_ca_topic_score_gemma":0.000031248583,"teacher_disagreement_score":0.93885565,"about_ca_system_score_codex":0.0002251867,"about_ca_system_score_gemma":0.0021676787,"threshold_uncertainty_score":0.9999332},"labels":[],"label_agreement":null},{"id":"W2074735451","doi":"10.4065/83.10.1146","title":"Frailty and Its Potential Relevance to Cardiovascular Care","year":2008,"lang":"en","type":"review","venue":"Mayo Clinic Proceedings","topic":"Frailty in Older Adults","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Nutrition, Metabolism and Diabetes","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Population; Disease; Gerontology; Internal medicine","score_opus":0.07064746392346763,"score_gpt":0.35716624748250686,"score_spread":0.28651878355903926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2074735451","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021450255,0.9909823,0.000012573943,0.0002164324,0.0007020559,0.0029455263,0.000075568954,0.00026056368,0.004590486],"genre_scores_gemma":[0.00017950294,0.9897587,0.000861669,0.00037335887,0.0015211637,0.0003106312,0.00008180366,0.0002079193,0.0067052958],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957014,0.000027510678,0.0011664908,0.0014853228,0.0009240851,0.00069523754],"domain_scores_gemma":[0.99773824,0.00012024116,0.00032616899,0.000557313,0.0006520333,0.00060598616],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030933492,0.0008304217,0.0038344795,0.0003231186,0.00016440616,0.000057679732,0.00042457978,0.0008878819,0.000087937595],"category_scores_gemma":[0.0018216127,0.0007243443,0.0016463568,0.00062442716,0.00011117423,0.00014508891,0.0003948919,0.0012683942,0.0010009775],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000300833,0.00004201459,0.0000099788285,0.039966796,0.00083241554,0.0002036527,0.00056365354,1.7996918e-7,9.1392815e-7,0.000007647919,0.018992309,0.93935037],"study_design_scores_gemma":[0.0010137913,0.00037870198,0.000039232724,0.023135826,0.0025664237,0.0022078638,0.00011958592,0.0000032314204,0.000004532738,0.000006822902,0.9698749,0.0006490692],"about_ca_topic_score_codex":0.0000141552255,"about_ca_topic_score_gemma":0.0000010412726,"teacher_disagreement_score":0.9508826,"about_ca_system_score_codex":0.00028134655,"about_ca_system_score_gemma":0.00040965673,"threshold_uncertainty_score":0.99977684},"labels":[],"label_agreement":null},{"id":"W2075290187","doi":"10.1371/journal.pone.0110135","title":"Screening for Older Emergency Department Inpatients at Risk of Prolonged Hospital Stay: The Brief Geriatric Assessment Tool","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Emergency department; Polypharmacy; Hazard ratio; Proportional hazards model; Receiver operating characteristic; Emergency medicine; Observational study; Geriatrics; Prospective cohort study; Acute care; Risk assessment; Internal medicine; Confidence interval; Health care; Psychiatry","score_opus":0.02326264938595882,"score_gpt":0.26637555591101625,"score_spread":0.24311290652505743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075290187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920418,0.00013010921,0.0027476344,0.00090607535,0.00015602911,0.0034080646,0.00012636166,0.00005437867,0.00042949562],"genre_scores_gemma":[0.98052824,0.00009153065,0.017218497,0.00009552993,0.00023815258,0.0005878691,0.0001379167,0.00004260905,0.0010596899],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807143,0.000096620235,0.0004867067,0.0003183109,0.00069304544,0.00033388543],"domain_scores_gemma":[0.99860615,0.00015641678,0.0003400835,0.0005474601,0.0002547256,0.00009517791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041171478,0.00018619845,0.00037993546,0.000063717904,0.00014678687,0.000008620161,0.00015243582,0.000076759694,0.0002104706],"category_scores_gemma":[0.0005111719,0.00013555623,0.00013219334,0.00016095921,0.000045320434,0.000072187555,0.00012124769,0.00016937268,0.000010067303],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038081955,0.0049458267,0.9708013,0.00064400694,0.0014900886,0.0000020563198,0.0009873067,0.0000146394295,0.002255135,0.000069193346,0.0047162203,0.013693417],"study_design_scores_gemma":[0.0050544534,0.002804515,0.9737658,0.00023209264,0.0013250845,0.0000012379361,0.00005249335,0.0037892393,0.011675061,0.00011491479,0.00095254736,0.0002325472],"about_ca_topic_score_codex":0.000037630856,"about_ca_topic_score_gemma":0.0000240181,"teacher_disagreement_score":0.014470861,"about_ca_system_score_codex":0.00010689791,"about_ca_system_score_gemma":0.00004067388,"threshold_uncertainty_score":0.5527823},"labels":[],"label_agreement":null},{"id":"W2077120345","doi":"10.1016/j.jgo.2013.04.009","title":"Comprehensive geriatric assessment in older patients with cancer: Two steps forward?","year":2013,"lang":"en","type":"editorial","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"","keywords":"Geriatric oncology; Medicine; Life expectancy; Geriatrics; Gerontology; Cancer; Older people; Oncology; Scopus; Internal medicine; Family medicine; MEDLINE; Psychiatry; Population","score_opus":0.008846051112839586,"score_gpt":0.3312015420713312,"score_spread":0.3223554909584916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077120345","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11424703,0.002929903,0.00010202521,0.0016920133,0.8765554,0.0024834184,0.00017014027,0.000033362714,0.0017867421],"genre_scores_gemma":[0.0133908745,0.0056770695,0.009293164,0.0004135765,0.9671315,0.0002103782,0.00034802794,0.00027222268,0.0032631787],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938171,0.0004621362,0.002224354,0.00059607107,0.0020669557,0.0008334004],"domain_scores_gemma":[0.9897932,0.001760492,0.0035221044,0.00052366505,0.0039016334,0.00049892894],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00056846644,0.00072509795,0.003068347,0.0015725392,0.000071844675,0.00005731097,0.00055361586,0.0014012909,0.0008678254],"category_scores_gemma":[0.00045551462,0.0005384346,0.00038428037,0.00091866637,0.0001404696,0.0002982004,0.00017678269,0.0039885454,0.000041341482],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0015034705,0.0014987575,0.017923819,0.00056028983,0.0006944366,0.00067984767,0.00023022843,0.000105128565,0.000014995485,0.0000015026795,0.9594868,0.017300716],"study_design_scores_gemma":[0.036646966,0.0082543995,0.105297774,0.00062913337,0.0013891383,0.0001268646,0.00013223328,0.000022818751,0.000003262151,0.000024605046,0.846976,0.00049684144],"about_ca_topic_score_codex":0.0008161809,"about_ca_topic_score_gemma":0.0002450162,"teacher_disagreement_score":0.112510845,"about_ca_system_score_codex":0.0044550733,"about_ca_system_score_gemma":0.008584524,"threshold_uncertainty_score":0.9998951},"labels":[],"label_agreement":null},{"id":"W2078487625","doi":"10.1016/j.jamda.2007.07.012","title":"How should we grade frailty in nursing home patients?","year":2007,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":249,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Frailty Index; Gerontology; Cohort; Nursing homes; Cohort study; Cognitive impairment; Activities of daily living; Prospective cohort study; Physical therapy; Cognition; Internal medicine; Psychiatry; Nursing","score_opus":0.0193668348610782,"score_gpt":0.32212912692229423,"score_spread":0.302762292061216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078487625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92703557,0.00016990118,0.00030210213,0.070729695,0.0012272256,0.00015080856,0.000003048347,0.000018017585,0.00036361846],"genre_scores_gemma":[0.9965703,0.00019287606,0.00035547584,0.0016477007,0.0006870173,9.7482e-7,0.0000026849693,0.000022990886,0.000519998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961331,0.00023694572,0.00063193217,0.00013749537,0.0024580834,0.0004024249],"domain_scores_gemma":[0.9969891,0.00074039336,0.0014783273,0.00017346424,0.0002766214,0.00034210435],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0018561255,0.00015241563,0.00057179615,0.00024679652,0.000055830944,0.000028250271,0.0002653085,0.00014414224,0.00003262711],"category_scores_gemma":[0.009335316,0.000098648925,0.00026734814,0.0008719225,0.00016959193,0.00014590175,0.000030670963,0.001048566,0.0000029268897],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110388944,0.00047398722,0.838372,0.000010346793,0.00006883125,0.000026807711,0.0005694725,0.0000012580523,0.00041247584,0.0000082561655,0.010987763,0.14895843],"study_design_scores_gemma":[0.001758198,0.0003130878,0.9914235,0.0007737681,0.00009006646,0.00002760938,0.00030146024,0.00005083039,0.00070079067,0.0001959883,0.0042588054,0.000105900166],"about_ca_topic_score_codex":0.00009480727,"about_ca_topic_score_gemma":0.000080506186,"teacher_disagreement_score":0.15305151,"about_ca_system_score_codex":0.0020739457,"about_ca_system_score_gemma":0.00019386303,"threshold_uncertainty_score":0.9990095},"labels":[],"label_agreement":null},{"id":"W2078818629","doi":"10.1016/j.mad.2004.05.003","title":"Changes with age in the distribution of a frailty index","year":2004,"lang":"en","type":"article","venue":"Mechanisms of Ageing and Development","topic":"Frailty in Older Adults","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Ageing; Demography; Index (typography); Gerontology; Vulnerability (computing); Medicine; Statistics; Mathematics; Internal medicine","score_opus":0.022314888017713575,"score_gpt":0.24812105026113782,"score_spread":0.22580616224342423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078818629","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9507128,0.000053566728,0.0474288,0.0013228431,0.00002335277,0.00027296107,0.000003936362,0.000013397351,0.00016831409],"genre_scores_gemma":[0.9901904,0.000013968662,0.00955156,0.0001393203,0.0000068881327,0.000019045081,0.000031330685,0.0000057264115,0.000041762396],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993351,0.0000135960345,0.0001468907,0.000120005236,0.00025907063,0.00012531511],"domain_scores_gemma":[0.99972093,0.000022965494,0.00006618893,0.00012011847,0.000039439514,0.000030346819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024122288,0.0000867206,0.0001779243,0.000055465105,0.00003110735,0.000005018701,0.000056472738,0.00004479535,0.000004013712],"category_scores_gemma":[0.000030656272,0.00005420439,0.00001070788,0.00013374738,0.000045005978,0.00002131596,0.000026596814,0.000086940825,7.2110134e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036425479,0.005076616,0.062034383,0.0072108647,0.001100516,0.006357417,0.1979468,0.0013203926,0.16166249,0.080871426,0.00069677085,0.47207978],"study_design_scores_gemma":[0.0052999863,0.0010427398,0.74106187,0.0019093669,0.00003737571,0.00012709225,0.0037123482,0.000016707001,0.24052326,0.0047607715,0.0012790044,0.00022947465],"about_ca_topic_score_codex":0.00012961186,"about_ca_topic_score_gemma":0.00063045585,"teacher_disagreement_score":0.6790275,"about_ca_system_score_codex":0.000044102355,"about_ca_system_score_gemma":0.000086597225,"threshold_uncertainty_score":0.22103907},"labels":[],"label_agreement":null},{"id":"W2079486921","doi":"10.1016/j.ijcard.2014.03.112","title":"Gait speed and comprehensive geriatric assessment: Two keys to improve the management of older persons with aortic stenosis","year":2014,"lang":"en","type":"letter","venue":"International Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Psychological intervention; Stenosis; Older people; Physical therapy; Gold standard (test); Intervention (counseling); Physical medicine and rehabilitation; Intensive care medicine; Cardiology; Gerontology; Nursing; Internal medicine","score_opus":0.016502601530232777,"score_gpt":0.30642865181946305,"score_spread":0.2899260502892303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079486921","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1262747,0.00044936623,0.009091176,0.85047686,0.003507025,0.0012228284,0.000110038614,0.000016867712,0.00885113],"genre_scores_gemma":[0.76573086,0.00043716072,0.0052039544,0.21603516,0.009993329,0.000026116459,0.000074677126,0.000087435066,0.002411288],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99779516,0.0001822751,0.000630426,0.00026902766,0.00088153774,0.00024158458],"domain_scores_gemma":[0.997412,0.00032730482,0.000726519,0.0002996393,0.0011474891,0.000087003384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002526504,0.00026840603,0.0009035,0.00039458685,0.000029001132,0.00003082125,0.00046034844,0.00018675634,0.00004112735],"category_scores_gemma":[0.000023861256,0.0001669869,0.00028628763,0.00009556045,0.00018307206,0.0000495482,0.00015222421,0.0010391473,0.000006407123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085799943,0.000064101085,0.017575897,0.00068195106,0.02605235,0.0068067964,0.00054269197,0.00082633755,0.0010221935,0.00012808986,0.93262434,0.012817244],"study_design_scores_gemma":[0.014054493,0.0036976272,0.33363253,0.0024052947,0.006186021,0.012823379,0.000817017,0.00021940313,0.00015404883,0.00024290607,0.6251088,0.0006585284],"about_ca_topic_score_codex":0.000023795814,"about_ca_topic_score_gemma":5.876614e-7,"teacher_disagreement_score":0.63945615,"about_ca_system_score_codex":0.00018437204,"about_ca_system_score_gemma":0.00010714246,"threshold_uncertainty_score":0.6809528},"labels":[],"label_agreement":null},{"id":"W2079933421","doi":"10.1016/j.archger.2011.04.013","title":"Measuring function in older adults with co-morbid illnesses who are undergoing coronary artery bypass graft (CABG) surgery","year":2011,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; St. Lawrence College; McMaster University; University of Toronto","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Incidence (geometry); Coronary artery bypass surgery; Internal medicine; Quality of life (healthcare); Artery; Cardiology; Surgery","score_opus":0.03791492810072884,"score_gpt":0.23826220596801842,"score_spread":0.20034727786728956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079933421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99349797,0.0022230747,0.0013618547,0.00023492142,0.000280386,0.00037554168,0.000010296501,0.00005242106,0.0019635265],"genre_scores_gemma":[0.9977597,0.00097241293,0.00085121865,0.00012346722,0.00007017719,0.000028820843,0.000031214553,0.000028878807,0.00013411288],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984541,0.00012953648,0.00043804594,0.00041862263,0.00017324225,0.00038648114],"domain_scores_gemma":[0.9983803,0.00088269764,0.00025442705,0.00030258097,0.000052514242,0.00012747175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016307924,0.00024155244,0.0006446209,0.00039516864,0.00008382827,0.0000062580625,0.00008416974,0.00014314115,0.00004580743],"category_scores_gemma":[0.00016387588,0.00021107175,0.0000782717,0.00017192822,0.00032443742,0.00017476645,0.00004771881,0.00026411068,0.0000037581806],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043980815,0.0003150414,0.9675463,0.00086081517,0.00016365401,0.00037840827,0.0051528886,0.0000037410368,0.00010662982,0.000098779696,0.00029710715,0.02067856],"study_design_scores_gemma":[0.0032378659,0.00047978343,0.99174136,0.000940797,0.00012985723,0.0005334388,0.0017963424,0.000052541385,0.00047784846,0.00033404087,0.000046053985,0.00023007435],"about_ca_topic_score_codex":0.00015725096,"about_ca_topic_score_gemma":0.0018770947,"teacher_disagreement_score":0.024195064,"about_ca_system_score_codex":0.000019076764,"about_ca_system_score_gemma":0.00012594374,"threshold_uncertainty_score":0.8607256},"labels":[],"label_agreement":null},{"id":"W2080664911","doi":"10.1093/ageing/afu046.3","title":"120 * OBSERVATIONAL PILOT STUDY OF PHYSICAL ACTIVITY ON AN ACUTE OLDER PERSON'S UNIT","year":2014,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Observational study; Ambulatory; Fear of falling; Physical therapy; Activities of daily living; Physical medicine and rehabilitation; Physical activity; Poison control; Injury prevention; Emergency medicine; Internal medicine","score_opus":0.09202620967503655,"score_gpt":0.3292701210727836,"score_spread":0.23724391139774703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080664911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982576,0.0000024081148,0.000059924318,0.00037507468,0.000030079671,0.00021368568,0.0000027765684,0.000028589438,0.0010298792],"genre_scores_gemma":[0.9988618,0.0000011216001,0.00007659932,0.00025602803,0.00019648708,0.000006890107,0.00001102729,0.000012077075,0.00057795347],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9993699,0.000057037858,0.00006050367,0.00018734849,0.00021193258,0.00011325841],"domain_scores_gemma":[0.9995397,0.00012375451,0.00004172812,0.00018770374,0.000036382717,0.00007076835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008169489,0.0000956906,0.00019641948,0.00003801748,0.000063444306,0.000012156248,0.000046498353,0.000018227538,0.000014819143],"category_scores_gemma":[0.00005370925,0.00007811494,0.000020958214,0.00007769972,0.00003296771,0.00011934395,0.000021847543,0.000143007,0.000004416644],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016855997,0.02690759,0.11737312,0.0004803668,0.00097237044,0.0061349566,0.050038077,0.0001227537,0.44022503,0.0016696461,0.0013675086,0.35302296],"study_design_scores_gemma":[0.0019087747,0.0071374723,0.98711866,0.000089319714,0.00009666183,0.0000048847587,0.00055763964,0.0018562335,0.0010034599,0.000030820247,0.000111248206,0.000084826126],"about_ca_topic_score_codex":0.00019016284,"about_ca_topic_score_gemma":0.000065824825,"teacher_disagreement_score":0.86974555,"about_ca_system_score_codex":0.0000086573755,"about_ca_system_score_gemma":0.0000098067585,"threshold_uncertainty_score":0.3185435},"labels":[],"label_agreement":null},{"id":"W2080720209","doi":"10.1016/j.jalz.2013.05.1035","title":"P2–386: Frailty in relation to neuropathological markers of Alzheimer's disease: Evidence from a transgenic mouse model","year":2013,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Genetically modified mouse; Medicine; Internal medicine; Amyloid beta; Amyloid (mycology); Disease; Frailty Index; Alzheimer's disease; Cognitive impairment; Endocrinology; Gerontology; Transgene; Pathology; Biology","score_opus":0.0603579017045742,"score_gpt":0.29866411692265843,"score_spread":0.23830621521808423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080720209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9598004,0.031496163,0.0025927818,0.0038203364,0.00015356878,0.0017569826,0.000064134045,0.00010927098,0.0002063128],"genre_scores_gemma":[0.9867534,0.00019416041,0.011663452,0.0009589741,0.0000561706,0.00021354099,0.00007394381,0.000053665783,0.000032700573],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9972702,0.00018553819,0.0007787398,0.0007024936,0.00059730426,0.00046570937],"domain_scores_gemma":[0.99827635,0.00016867739,0.0001523206,0.0008042832,0.00015132184,0.0004470552],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026820466,0.00032141313,0.00046803805,0.00019368772,0.00004932205,0.000027750064,0.0002996944,0.00015457376,0.0009668414],"category_scores_gemma":[0.00024959075,0.0002999286,0.00019022814,0.00033756206,0.0001191657,0.0004472985,0.00012049537,0.00032844284,0.00032231474],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042999764,0.002539621,0.35049772,0.00009929806,0.016982978,0.00022450196,0.004961343,0.017020194,0.42432642,0.00017925877,0.027036067,0.15183263],"study_design_scores_gemma":[0.0017101233,0.0004159834,0.929197,0.00033294476,0.014137868,0.0000032090225,0.00005602177,0.031272266,0.021863103,0.0004005194,0.00016185112,0.00044908142],"about_ca_topic_score_codex":0.00077272806,"about_ca_topic_score_gemma":0.00007614057,"teacher_disagreement_score":0.5786993,"about_ca_system_score_codex":0.0000142369845,"about_ca_system_score_gemma":0.00011665048,"threshold_uncertainty_score":0.9999464},"labels":[],"label_agreement":null},{"id":"W2082531326","doi":"10.1093/gerona/glv045","title":"Factors That Influence Reliability of the Mouse Clinical Frailty Index","year":2015,"lang":"en","type":"letter","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Reliability (semiconductor); Frailty Index; Index (typography); Reliability engineering; Statistics; Gerontology; Computer science; Psychology; Medicine; Mathematics; Engineering; World Wide Web; Physics","score_opus":0.16885500586059685,"score_gpt":0.38840486927300966,"score_spread":0.2195498634124128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082531326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58818305,0.0007772015,0.000007874808,0.40936843,0.0006846395,0.00049121317,0.00008733564,0.000022772994,0.00037750276],"genre_scores_gemma":[0.82512695,0.00079381175,0.00016487167,0.16303189,0.0010882112,0.000019395684,0.000032472577,0.000098251454,0.009644151],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9947609,0.001333629,0.0017838897,0.00041941166,0.0011461938,0.00055598834],"domain_scores_gemma":[0.9923507,0.0014834394,0.002374127,0.0024767464,0.0011655226,0.00014946768],"candidate_categories":["sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002242268,0.0004990016,0.001998188,0.000103604434,0.00012181502,0.000017320126,0.0015282541,0.0017650481,0.00028485607],"category_scores_gemma":[0.0060044294,0.00023649776,0.0007325521,0.00018607668,0.0034748048,0.00023964934,0.00045791233,0.0052807652,0.00000779042],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040125157,0.00009003455,0.4143676,0.0002523318,0.00036819308,0.000025147192,0.0009892771,0.000012425054,0.00007381328,0.0000023442346,0.5831768,0.00024082465],"study_design_scores_gemma":[0.001296281,0.0008440227,0.68255776,0.0005480209,0.00060490635,0.00042517245,0.00069591653,0.0000045995785,0.0015093404,0.0012738074,0.30995077,0.00028938436],"about_ca_topic_score_codex":0.00078388426,"about_ca_topic_score_gemma":0.0005368935,"teacher_disagreement_score":0.27322602,"about_ca_system_score_codex":0.00014028909,"about_ca_system_score_gemma":0.0007421042,"threshold_uncertainty_score":0.99953085},"labels":[],"label_agreement":null},{"id":"W2082698728","doi":"10.1136/injuryprev-2012-040590w.34","title":"A population-based study of direct health care costs for treatment of Paediatric concussions","year":2012,"lang":"en","type":"article","venue":"Injury Prevention","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Medicine; Emergency department; Concussion; Total cost; Health care; Occupational safety and health; Indirect costs; Medical emergency; Index (typography); Poison control; Injury prevention; Ambulatory; Emergency medicine; Ambulatory care; Population; Suicide prevention; Environmental health; Psychiatry","score_opus":0.030787496425646578,"score_gpt":0.37761242164703657,"score_spread":0.34682492522138997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082698728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99535346,0.0010028025,0.00017197106,0.00016462072,0.00023431495,0.0028360116,0.00012438581,0.000029296334,0.000083156],"genre_scores_gemma":[0.9981909,0.000013063872,0.0008746559,0.000018860177,0.00011015193,0.00020916968,0.00032767534,0.00001507679,0.00024049306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902,0.00012165329,0.00039706953,0.0001243747,0.00018193379,0.00015497429],"domain_scores_gemma":[0.999188,0.00010754762,0.00026516992,0.00023081109,0.000114971415,0.00009348786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015135626,0.000096758864,0.00034635598,0.00013973663,0.00004319178,0.000001587967,0.000027974289,0.000045056804,0.000025489975],"category_scores_gemma":[0.000079379344,0.000077562974,0.00012853734,0.00016220158,0.000007991118,0.000057152425,0.000006373652,0.000020503565,0.0000015534908],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000481999,0.0053245686,0.8413429,0.00039698352,0.000109453664,2.1642997e-7,0.0031366812,0.00001454103,0.00030881024,0.000019163408,0.0005333365,0.14833134],"study_design_scores_gemma":[0.007527624,0.016568817,0.96929073,0.0002493907,0.00044164615,8.22634e-7,0.0017788642,0.000057593967,0.0031626828,0.000013276781,0.0007991733,0.00010939861],"about_ca_topic_score_codex":0.0005328139,"about_ca_topic_score_gemma":0.00016400889,"teacher_disagreement_score":0.14822194,"about_ca_system_score_codex":0.0003507309,"about_ca_system_score_gemma":0.00011819257,"threshold_uncertainty_score":0.31629264},"labels":[],"label_agreement":null},{"id":"W2082806893","doi":"10.1111/jgs.12792","title":"Effect of Health Protective Factors on Health Deficit Accumulation and Mortality Risk in Older Adults in the Beijing Longitudinal Study of Aging","year":2014,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Capital District Health Authority; National Research Council Institute for Biodiagnostics; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Capital Medical University; National Natural Science Foundation of China; National Science Foundation","keywords":"Medicine; Longitudinal study; Gerontology; Confidence interval; Beijing; Cohort study; Demography; Odds ratio; Prospective cohort study; Cohort; China; Surgery; Internal medicine","score_opus":0.03067751602699221,"score_gpt":0.3649128456397901,"score_spread":0.3342353296127979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082806893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971008,0.00019558915,0.0003414518,0.00091385224,0.000085073356,0.0013517212,0.0000050484823,0.0000037958105,0.0000026961407],"genre_scores_gemma":[0.99943936,0.00016984517,0.00017216548,0.00013751736,0.000060622224,0.000005868811,6.546874e-7,0.000013534082,4.479782e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960946,0.0019153798,0.00091068074,0.00018293376,0.0006668998,0.00022953293],"domain_scores_gemma":[0.9953408,0.0011423968,0.0030346694,0.0003042251,0.0001174578,0.00006042777],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060501266,0.00016525011,0.00086269114,0.00012724448,0.00010397859,0.000010194347,0.00018854189,0.00003385715,6.352914e-7],"category_scores_gemma":[0.00087633275,0.00009151292,0.00022000556,0.0008857912,0.00011850692,0.0000706697,0.000053639298,0.0007303457,4.7440388e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021046598,0.0004770522,0.9585547,0.00028131218,0.00007751204,6.788511e-7,0.027109923,0.0011395976,0.000011693648,0.0000010022679,0.000025964957,0.01211014],"study_design_scores_gemma":[0.0032360102,0.006113871,0.9779193,0.00043227032,0.00007744306,0.0000093416265,0.011210768,0.00087694224,0.000044731016,0.000018280565,8.878261e-7,0.0000601937],"about_ca_topic_score_codex":0.007324006,"about_ca_topic_score_gemma":0.0003647348,"teacher_disagreement_score":0.019364605,"about_ca_system_score_codex":0.0003386078,"about_ca_system_score_gemma":0.00014592789,"threshold_uncertainty_score":0.9992863},"labels":[],"label_agreement":null},{"id":"W2083191163","doi":"10.1016/j.apmr.2010.03.014","title":"Comparison of the Responsiveness of the FIM and the interRAI Post Acute Care Assessment Instrument in Rehabilitation of Older Adults","year":2010,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Rehabilitation; Medicine; Acute care; Physical therapy; Physical medicine and rehabilitation; Gerontology; Psychology; Health care","score_opus":0.00676976216613871,"score_gpt":0.32311190391166283,"score_spread":0.3163421417455241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083191163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97736907,0.00010640274,0.000014776921,0.021019163,0.000114556366,0.0011726156,0.000015467493,0.0000026073294,0.00018533441],"genre_scores_gemma":[0.9988579,0.000008003498,0.0010028846,0.000046326466,0.00003089593,0.000031686366,0.0000070997708,0.0000071445993,0.0000080336185],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984551,0.00035910096,0.00056275073,0.00017840491,0.00035629084,0.00008835528],"domain_scores_gemma":[0.9931307,0.0058654053,0.0003472859,0.000409429,0.00021405167,0.00003311899],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002888511,0.000113445545,0.0005042582,0.00010816704,0.000036428042,0.0000012423914,0.00013934007,0.000038897982,0.000002758613],"category_scores_gemma":[0.00258834,0.000050583534,0.00013354885,0.00020046176,0.003120297,0.000047255227,0.00011106341,0.0002871034,3.098511e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027734318,0.0006836762,0.30887347,0.0028926292,0.00008894243,9.073949e-8,0.4325723,0.000020539299,0.17425498,0.007374507,0.000030455101,0.07043497],"study_design_scores_gemma":[0.004603698,0.0030122013,0.93896484,0.0035847246,0.00013061882,0.0000016706048,0.040189,0.0012282633,0.0057527395,0.0024782077,0.000011567629,0.00004243834],"about_ca_topic_score_codex":0.00037695796,"about_ca_topic_score_gemma":0.0002170877,"teacher_disagreement_score":0.6300914,"about_ca_system_score_codex":0.000011363566,"about_ca_system_score_gemma":0.0000708038,"threshold_uncertainty_score":0.99959266},"labels":[],"label_agreement":null},{"id":"W2084404624","doi":"10.1155/2012/353252","title":"The de Morton Mobility Index: Normative Data for a Clinically Useful Mobility Instrument","year":2012,"lang":"en","type":"article","venue":"Journal of Aging Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"National Health and Medical Research Council; Medical Research Council; Canadian Institutes of Health Research","keywords":"Normative; Population; Algorithm; Gerontology; Machine learning; Medicine; Artificial intelligence; Computer science; Demography; Sociology; Philosophy","score_opus":0.26101750178787525,"score_gpt":0.5025051088662638,"score_spread":0.2414876070783885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084404624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98662525,0.0009752019,0.0016792843,0.008963335,0.00034825763,0.00088393467,0.000023244034,0.000010872159,0.0004906363],"genre_scores_gemma":[0.99494874,0.00026459445,0.0033976396,0.0002236865,0.00076535443,0.000024929564,0.0000074340437,0.000016906264,0.00035071062],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99640954,0.0005290048,0.0008996038,0.00019103332,0.0012454485,0.00072537706],"domain_scores_gemma":[0.99317074,0.0033956512,0.00030034728,0.0012267372,0.0014108199,0.00049571873],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.026583392,0.00011252077,0.00032103885,0.00014153187,0.0002812052,0.00010125173,0.00087369425,0.00009618779,0.000025651943],"category_scores_gemma":[0.011181548,0.000068368914,0.00013368818,0.00025721567,0.0003910435,0.0007182895,0.0005140837,0.0015044502,0.000007712869],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015461328,0.0017040019,0.89210373,0.00032433472,0.00024498202,0.00001233166,0.001924269,0.00001302503,0.00025039364,0.00005962073,0.013627231,0.08818997],"study_design_scores_gemma":[0.0029374238,0.0014847346,0.9419923,0.0005616754,0.000084513216,0.00036161047,0.0036170345,0.0029916551,0.00078427535,0.0017774847,0.04328108,0.00012621134],"about_ca_topic_score_codex":0.00008565821,"about_ca_topic_score_gemma":0.000032236334,"teacher_disagreement_score":0.088063754,"about_ca_system_score_codex":0.0005502781,"about_ca_system_score_gemma":0.001285877,"threshold_uncertainty_score":0.9971477},"labels":[],"label_agreement":null},{"id":"W2084583515","doi":"10.1016/j.pcad.2014.07.005","title":"Therapeutic Interventions for Frail Elderly Patients: Part II. Ongoing and Unpublished Randomized Trials","year":2014,"lang":"en","type":"review","venue":"Progress in Cardiovascular Diseases","topic":"Frailty in Older Adults","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Clinical trial; Psychological intervention; Randomized controlled trial; Physical therapy; Intervention (counseling); Gerontology; Intensive care medicine; Internal medicine; Psychiatry","score_opus":0.08735176305964551,"score_gpt":0.3897289267404368,"score_spread":0.30237716368079126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084583515","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002228604,0.98343796,0.0007129724,0.0001301384,0.0008481666,0.014243801,0.0003975621,0.00015266267,0.000054444543],"genre_scores_gemma":[0.00036138683,0.9830624,0.00052267953,0.000049786213,0.00069729186,0.013142755,0.0018348566,0.00016627056,0.0001626167],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99191815,0.003190414,0.0024607347,0.0010543063,0.0008036037,0.0005727715],"domain_scores_gemma":[0.99387133,0.0032523763,0.000833123,0.0013096693,0.00040074237,0.00033275643],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.005639798,0.00079216436,0.013199341,0.00059056253,0.00016397159,0.00022309869,0.00032701896,0.00042150207,0.000057442587],"category_scores_gemma":[0.01053591,0.00056195,0.015756803,0.00038585914,0.00043069336,0.0001970709,0.00020865868,0.00040521022,0.000006803829],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014753223,0.0004935589,0.00032895262,0.074261434,0.015288599,0.000010635104,0.000038573864,7.481732e-7,3.1444036e-10,0.00005502792,0.0009556378,0.9070915],"study_design_scores_gemma":[0.092598036,0.00029153505,0.00009143461,0.06724436,0.057306923,0.000015342508,0.000010536343,0.000017727396,7.50282e-8,0.00019522676,0.7817533,0.0004754804],"about_ca_topic_score_codex":0.00000885007,"about_ca_topic_score_gemma":0.0000049140463,"teacher_disagreement_score":0.90661603,"about_ca_system_score_codex":0.00016626783,"about_ca_system_score_gemma":0.00028868904,"threshold_uncertainty_score":0.9996832},"labels":[],"label_agreement":null},{"id":"W2085364377","doi":"10.1007/bf03325147","title":"Predicting change in functional status over quarterly intervals for older adults enrolled in the PACE community-based long-term care program","year":2008,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health","keywords":"Activities of daily living; Medicine; Gerontology; Long-term care; Dementia; Quarter (Canadian coin); Physical therapy; Disease; Psychiatry","score_opus":0.21220133592925086,"score_gpt":0.5042398037961731,"score_spread":0.2920384678669222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085364377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940771,0.0015042808,0.000005832382,0.0011431965,0.0001243712,0.002949308,0.00001431988,0.000041910334,0.00013967126],"genre_scores_gemma":[0.99697787,0.000050514198,0.00019306746,0.00073927105,0.0002514826,0.0015270176,0.00017908595,0.000024953531,0.000056744197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99691355,0.0009452017,0.00053343497,0.00036402172,0.0006207128,0.00062305905],"domain_scores_gemma":[0.99681586,0.0024308104,0.000051585426,0.0003557271,0.00015709676,0.0001889151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020140745,0.00016260092,0.00033788104,0.0001875408,0.00031565418,0.00004931357,0.00016662813,0.00013409821,0.00004073922],"category_scores_gemma":[0.00041246956,0.00011822426,0.000121749115,0.00028921882,0.0005048214,0.00013779939,0.00009916455,0.0013492218,0.0000052514915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019502286,0.0019636063,0.91184664,0.0003013139,0.000020458403,0.00008233144,0.053078238,3.2255105e-7,0.00005961784,0.0000031707448,0.00026114684,0.03043294],"study_design_scores_gemma":[0.014654567,0.0040979893,0.9601385,0.0011488808,0.0000062805607,0.000019527215,0.018508406,0.00087906723,0.0003087157,0.0000065729214,0.000115638875,0.00011587691],"about_ca_topic_score_codex":0.0021474252,"about_ca_topic_score_gemma":0.00083008525,"teacher_disagreement_score":0.04829185,"about_ca_system_score_codex":0.00012544036,"about_ca_system_score_gemma":0.00011178011,"threshold_uncertainty_score":0.58617723},"labels":[],"label_agreement":null},{"id":"W2086669595","doi":"10.1016/j.pcad.2014.07.004","title":"Therapeutic Interventions for Frail Elderly Patients: Part I. Published Randomized Trials","year":2014,"lang":"en","type":"review","venue":"Progress in Cardiovascular Diseases","topic":"Frailty in Older Adults","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Psychological intervention; Clinical trial; Randomized controlled trial; Population; Intensive care medicine; Disease; Gerontology; Physical therapy; MEDLINE; Internal medicine; Psychiatry; Environmental health","score_opus":0.09494627391466734,"score_gpt":0.39765093030551996,"score_spread":0.30270465639085264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086669595","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000016644575,0.9747956,0.0019544899,0.00015611996,0.0016365121,0.020429034,0.0007044166,0.0002196741,0.00010249974],"genre_scores_gemma":[0.000115114664,0.9649922,0.00048920186,0.00006000894,0.0011684472,0.028386585,0.0043050824,0.00022664783,0.0002567009],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98829013,0.0050060083,0.0035050055,0.0012833519,0.0011733554,0.0007421365],"domain_scores_gemma":[0.9916063,0.003993525,0.0011635097,0.0021904507,0.0006449767,0.00040126036],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.007529951,0.0009774249,0.018366836,0.0007535909,0.00010520658,0.00028921224,0.0005970157,0.0005766746,0.00021419083],"category_scores_gemma":[0.016934419,0.00068440003,0.03625963,0.0005766724,0.0004523908,0.00022508723,0.00015296582,0.0005355463,0.000040756437],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002208752,0.0008218139,0.00023083416,0.09027202,0.023101445,0.000014814844,0.000016515736,0.0000011666191,1.6012625e-10,0.000046736906,0.0033837582,0.8799021],"study_design_scores_gemma":[0.10043706,0.00022666011,0.00005653689,0.059229407,0.07144114,0.00001070023,0.0000053868084,0.000011789386,6.275582e-8,0.00026676862,0.7677963,0.0005182122],"about_ca_topic_score_codex":0.000008168508,"about_ca_topic_score_gemma":0.0000037713824,"teacher_disagreement_score":0.8793839,"about_ca_system_score_codex":0.0002735794,"about_ca_system_score_gemma":0.0004671789,"threshold_uncertainty_score":0.9995607},"labels":[],"label_agreement":null},{"id":"W2087103083","doi":"10.4061/2011/569194","title":"The Effectiveness of Exercise Interventions for the Management of Frailty: A Systematic Review","year":2011,"lang":"en","type":"review","venue":"Journal of Aging Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":649,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Western University; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Medicine; Psychological intervention; Physical therapy; Gerontology; Randomized controlled trial; Systematic review; MEDLINE; Intervention (counseling); Population; Physical medicine and rehabilitation; Nursing","score_opus":0.28176710849015363,"score_gpt":0.5188893871638841,"score_spread":0.23712227867373048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087103083","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000012400017,0.9901836,0.0002543704,0.0001631395,0.00024050563,0.008832529,0.000010274291,0.000003240485,0.00031110813],"genre_scores_gemma":[0.000042523734,0.9971357,0.00028463584,0.0000041276276,0.000054722466,0.0006978551,0.0000029051466,0.00004182119,0.0017356825],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9946659,0.0017063688,0.002082412,0.0001579916,0.0010904565,0.00029682543],"domain_scores_gemma":[0.98830533,0.0070304377,0.0016507318,0.0009874067,0.001929906,0.00009617352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02647807,0.0002123503,0.0029867801,0.00041465607,0.0001359048,0.00002655618,0.0011380507,0.00008776798,0.00001960084],"category_scores_gemma":[0.002043688,0.0000905479,0.002187368,0.00066997955,0.00024659958,0.00005143473,0.0002620938,0.00095096714,0.0000071285176],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050256975,0.00013417394,8.787469e-7,0.790226,0.0019325683,0.000013899927,0.000030992833,6.1790814e-8,1.5910197e-7,0.00030958807,0.0011715827,0.20612985],"study_design_scores_gemma":[0.00036552988,0.0003561016,0.000012535095,0.9336243,0.011318697,0.00020257715,0.00014397744,0.0000010339337,0.0000051952393,0.00020115045,0.053709384,0.000059505655],"about_ca_topic_score_codex":0.000012815245,"about_ca_topic_score_gemma":0.0000010823061,"teacher_disagreement_score":0.20607035,"about_ca_system_score_codex":0.00020657993,"about_ca_system_score_gemma":0.0004940209,"threshold_uncertainty_score":0.9176824},"labels":[],"label_agreement":null},{"id":"W2087541739","doi":"10.1371/journal.pone.0122541","title":"Statistical Distance as a Measure of Physiological Dysregulation Is Largely Robust to Variation in Its Biomarker Composition","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Trois-Rivières; Université de Sherbrooke","funders":"National Institute on Aging; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Biomarker; Population; Metric (unit); Sample size determination; Biology; Statistics; Computational biology; Bioinformatics; Medicine; Genetics; Mathematics","score_opus":0.14041504015487577,"score_gpt":0.2983970904281906,"score_spread":0.15798205027331486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087541739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803729,0.000056138728,0.015125262,0.0030501566,0.000029594003,0.00061961816,0.000086359316,0.00003858626,0.0006214089],"genre_scores_gemma":[0.985713,0.0000030491392,0.013592754,0.0003211788,0.00004950647,0.000028957378,0.0001447665,0.000011464022,0.00013533188],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987165,0.00008614928,0.00027196135,0.00022188817,0.0005522658,0.00015124913],"domain_scores_gemma":[0.9992076,0.00006300194,0.000069486174,0.00016919017,0.0003492939,0.00014141963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021407731,0.00009708215,0.00027688537,0.00008130319,0.000014932984,0.0000071053987,0.000049495367,0.00009449797,0.00012518385],"category_scores_gemma":[0.00065525796,0.0000889797,0.000019766261,0.00026223186,0.000028964567,0.00008348328,0.00002309938,0.000098974626,0.00010368403],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024741364,0.0059560537,0.0148880305,0.00041993088,0.00020245428,0.000030932795,0.0022358752,0.0002603773,0.9661969,0.002819253,0.0035651766,0.00095086015],"study_design_scores_gemma":[0.002611011,0.0007417377,0.94664747,0.00080251903,0.00012537684,0.0000042605107,0.000039615414,0.024814738,0.023156961,0.0008793677,0.000027124439,0.00014984494],"about_ca_topic_score_codex":0.000042850046,"about_ca_topic_score_gemma":0.000018036613,"teacher_disagreement_score":0.94303995,"about_ca_system_score_codex":0.00014778638,"about_ca_system_score_gemma":0.000053260497,"threshold_uncertainty_score":0.3628487},"labels":[],"label_agreement":null},{"id":"W2087858598","doi":"10.1038/ncprheum0288","title":"Screening for frailty among seniors in clinical practice","year":2006,"lang":"en","type":"review","venue":"Nature Clinical Practice Rheumatology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Medicine; Intervention (counseling); Gerontology; Functional impairment; MEDLINE; Clinical Practice; Family medicine; Psychiatry","score_opus":0.11861763459818378,"score_gpt":0.5254029320411192,"score_spread":0.40678529744293546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087858598","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000036014855,0.9709403,0.0013976806,0.007898114,0.0079944,0.005648882,0.00014447415,0.00030841414,0.0056317365],"genre_scores_gemma":[0.000042247866,0.87162876,0.119640335,0.0042179823,0.0016388024,0.00038575433,0.0009896591,0.00032791682,0.0011285198],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9776036,0.00631839,0.010518407,0.0029205496,0.0011054875,0.0015335269],"domain_scores_gemma":[0.76628053,0.22277577,0.0067838705,0.002158498,0.0012708635,0.00073047436],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.017269356,0.0014087873,0.010300363,0.0006881364,0.00018073332,0.00010310647,0.0010618686,0.014597609,0.00009391306],"category_scores_gemma":[0.51845133,0.0012019855,0.0033064783,0.001201274,0.0011007546,0.0010204755,0.00048498393,0.024230996,0.0002541489],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012077424,0.0024041606,0.0033634615,0.010836431,0.0015049166,0.0014215343,0.000022503276,9.972082e-7,4.532265e-9,0.00070793286,0.122343816,0.8561865],"study_design_scores_gemma":[0.005662174,0.0010246492,0.0013257116,0.018171266,0.0068938946,0.0068346043,0.00012243635,0.000070059454,3.5364966e-8,0.00007543891,0.9588453,0.00097442546],"about_ca_topic_score_codex":0.0003684333,"about_ca_topic_score_gemma":0.00026516596,"teacher_disagreement_score":0.8552121,"about_ca_system_score_codex":0.00029234908,"about_ca_system_score_gemma":0.00198879,"threshold_uncertainty_score":0.99986625},"labels":[],"label_agreement":null},{"id":"W2088100021","doi":"10.1016/j.critrevonc.2009.10.006","title":"Does frailty predict hospitalization, emergency department visits, and visits to the general practitioner in older newly-diagnosed cancer patients? Results of a prospective pilot study","year":2009,"lang":"en","type":"article","venue":"Critical Reviews in Oncology/Hematology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University; University of Toronto; Jewish General Hospital","funders":"Jewish General Hospital; McGill University","keywords":"Medicine; Emergency department; Prospective cohort study; Cancer; Odds ratio; Health care; Emergency medicine; Internal medicine; Psychiatry","score_opus":0.028648932510621613,"score_gpt":0.3904657639378036,"score_spread":0.36181683142718196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088100021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94772166,0.0073644742,0.000249701,0.03347962,0.00087160093,0.009494622,0.00008417993,0.000040898154,0.0006932477],"genre_scores_gemma":[0.99086624,0.0040721893,0.0010371014,0.0021273806,0.00014054577,0.0015761489,0.000041108433,0.000021848493,0.00011741693],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959431,0.000758792,0.0016802488,0.0007745927,0.00032846926,0.00051476783],"domain_scores_gemma":[0.99788636,0.00062333,0.00026544335,0.0005084146,0.00049786025,0.00021860252],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0008841579,0.00032518152,0.0012747573,0.00021387148,0.00007843596,0.000010321897,0.00020753243,0.00017804261,0.0001512946],"category_scores_gemma":[0.011580465,0.00019147898,0.00006719297,0.00067325233,0.00014244225,0.00016000212,0.00011815618,0.00042727945,0.000019206633],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013219718,0.013949342,0.93400425,0.00035025022,0.000073251664,0.00022414705,0.0044124033,0.000010076694,0.00007491964,0.0038416404,0.022025654,0.019712081],"study_design_scores_gemma":[0.0078076073,0.010865079,0.96901107,0.00095423457,0.00016367462,0.000031382904,0.00026885004,0.000053003387,0.00018004523,0.0010151011,0.009408235,0.00024174723],"about_ca_topic_score_codex":0.00016091384,"about_ca_topic_score_gemma":0.0038315805,"teacher_disagreement_score":0.043144606,"about_ca_system_score_codex":0.00034283154,"about_ca_system_score_gemma":0.00017399865,"threshold_uncertainty_score":0.9967454},"labels":[],"label_agreement":null},{"id":"W2088111554","doi":"10.1136/ebn.5.4.118","title":"Review: home visiting with multidimensional assessment and multiple visits reduces nursing home admissions in low risk elderly people","year":2002,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Web of science; Nursing homes; Elderly people; Older people; Gerontology; Pediatrics; Meta-analysis; Internal medicine; Nursing","score_opus":0.03063711700741991,"score_gpt":0.32637578620859103,"score_spread":0.29573866920117114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088111554","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17503005,0.12885275,0.00093846367,0.6902046,0.0010134773,0.0034458628,0.00010152648,0.00032136912,0.00009188685],"genre_scores_gemma":[0.69018835,0.030604186,0.058112238,0.21314542,0.005134142,0.0002824312,0.0011061777,0.00069942954,0.00072760467],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9929698,0.0009739685,0.0012562952,0.0017546291,0.0017307835,0.0013145393],"domain_scores_gemma":[0.99385,0.003113731,0.0009299432,0.0010426822,0.00044060824,0.0006230285],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010807051,0.0010850907,0.0018996618,0.00092476147,0.0005057721,0.00014642265,0.0003158479,0.00080698385,0.00029568642],"category_scores_gemma":[0.0016754211,0.00094432384,0.0002918877,0.0010721551,0.00031306228,0.000657269,0.00004701216,0.004367583,0.000028519156],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000559161,0.0011896515,0.04581185,0.01195044,0.00021594019,0.0026951947,0.0020776398,0.0006402803,0.0011228541,0.0000014314464,0.61542416,0.31831142],"study_design_scores_gemma":[0.0049344385,0.0018362246,0.08117622,0.8834998,0.0012878503,0.0007933113,0.00030539112,0.018956022,0.0003597015,0.000033003536,0.005186841,0.0016311628],"about_ca_topic_score_codex":0.0002491965,"about_ca_topic_score_gemma":0.000026777596,"teacher_disagreement_score":0.87154937,"about_ca_system_score_codex":0.0018253811,"about_ca_system_score_gemma":0.0012000569,"threshold_uncertainty_score":0.9993007},"labels":[],"label_agreement":null},{"id":"W2088251182","doi":"10.1097/mcc.0b013e328364d570","title":"The role of frailty in outcomes from critical illness","year":2013,"lang":"en","type":"review","venue":"Current Opinion in Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Intensive care medicine; Population; Critically ill; Vulnerability (computing); MEDLINE; Institutionalisation; Gerontology; Psychiatry; Environmental health","score_opus":0.23084305952596237,"score_gpt":0.49664986562651003,"score_spread":0.26580680610054763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088251182","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000021346155,0.989462,0.000014475923,0.0008547923,0.0073034395,0.0012009131,0.0005621253,0.000035844736,0.00054503017],"genre_scores_gemma":[0.0033158257,0.99462265,0.00012967654,0.000020289603,0.00063644384,0.000597251,0.0005943653,0.00007024183,0.000013259478],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960481,0.0004214376,0.0014841226,0.00067611143,0.000729238,0.00064096873],"domain_scores_gemma":[0.99220186,0.0061046747,0.000097014796,0.00091704493,0.00040072695,0.0002786927],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022106459,0.0005423268,0.0022624545,0.00023789582,0.00007007521,0.000055529097,0.00052272144,0.00054694066,0.00034218305],"category_scores_gemma":[0.008169947,0.00035505745,0.00056659547,0.00037414534,0.000649724,0.00010340973,0.00028118654,0.0016743599,0.00014602763],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009308024,0.00021409003,0.0017389563,0.037163783,0.000020328143,0.00000461888,0.0003450732,4.8964075e-8,9.264274e-8,0.0061647953,0.0007173228,0.95362157],"study_design_scores_gemma":[0.0005612184,0.00007878809,0.0010505628,0.057918787,0.00018951585,0.000009146874,0.0014818284,0.000015483538,0.0000019014532,0.0018911394,0.9364126,0.00038905005],"about_ca_topic_score_codex":0.00016133592,"about_ca_topic_score_gemma":0.000024155524,"teacher_disagreement_score":0.9532325,"about_ca_system_score_codex":0.00033363746,"about_ca_system_score_gemma":0.00040377112,"threshold_uncertainty_score":0.99989015},"labels":[],"label_agreement":null},{"id":"W2088941307","doi":"10.12927/hcq..17169","title":"CIHI Survey: Dying of Cancer in Canada's Acute Care Facilities","year":2005,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Best practice; Medicine; Acute care; Family medicine; Cancer; Nursing; Medical emergency; Health care; Political science","score_opus":0.02530933605395537,"score_gpt":0.3187447118695703,"score_spread":0.29343537581561496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088941307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813326,0.004943325,0.0000063845364,0.011561861,0.00031481075,0.0004520942,0.0011007518,0.00003077905,0.0002573785],"genre_scores_gemma":[0.99826247,0.000107852065,0.00013439666,0.0006161375,0.000112681635,0.00004726952,0.00010563443,0.000023398195,0.00059018994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818015,0.00012695376,0.00052886864,0.00028271336,0.00041376613,0.00046753848],"domain_scores_gemma":[0.9989387,0.000099661775,0.000104053805,0.0003650347,0.00028470196,0.00020785861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013454407,0.00017544313,0.00046723447,0.00011872989,0.00003956943,0.0000061548853,0.00011003318,0.00008997243,0.00015413149],"category_scores_gemma":[0.000021340267,0.0001737426,0.0000441963,0.0002257503,0.000039312814,0.000075629825,0.000008569336,0.00029470972,0.0000073579777],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015868021,0.000024808794,0.5051142,0.0011426123,0.00005265192,0.00006502147,0.030364424,0.000021418142,0.00011641749,0.000013897129,0.0013731577,0.4615527],"study_design_scores_gemma":[0.0015886467,0.00064545654,0.9644917,0.00063941145,0.000024197398,0.000022866363,0.025012169,0.0001576024,0.00048964866,0.000007109147,0.006689024,0.00023215284],"about_ca_topic_score_codex":0.9948201,"about_ca_topic_score_gemma":0.99967957,"teacher_disagreement_score":0.46132055,"about_ca_system_score_codex":0.0017156455,"about_ca_system_score_gemma":0.004405237,"threshold_uncertainty_score":0.7814701},"labels":[],"label_agreement":null},{"id":"W2089162175","doi":"10.5770/cgj.16.89","title":"Geriatric Medicine Leadership of Health Care Transformation: To Be or Not To Be?","year":2013,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Research Institute for Aging; University of Ottawa; University of Waterloo","funders":"Canadian Geriatrics Society","keywords":"Medicine; Health care; Nursing; Family medicine","score_opus":0.08616024475294314,"score_gpt":0.30956351367325136,"score_spread":0.2234032689203082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089162175","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14438549,0.0018760206,0.0012469763,0.84552985,0.0017884662,0.0020976334,0.00015572448,0.00004349497,0.0028763635],"genre_scores_gemma":[0.91436726,0.00021557715,0.003640222,0.07785257,0.0015767328,0.000030428719,0.000056503985,0.00006726111,0.002193457],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968889,0.000107029104,0.0010872027,0.00025811774,0.0007397596,0.00091899594],"domain_scores_gemma":[0.99490476,0.00009942335,0.00024984157,0.00038216123,0.00084777275,0.0035160505],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006803178,0.0002683159,0.00068478275,0.0016818551,0.00025908137,0.000057578767,0.00032877398,0.00016348978,0.0025318142],"category_scores_gemma":[0.00071813277,0.00021880452,0.00012399007,0.0015979216,0.00005586446,0.0002199098,0.000014812026,0.0005022403,0.000113932845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024971837,0.000036578673,0.00048565216,0.00081045285,0.000100404126,0.00014868793,0.08422723,0.00009153545,0.00041085258,0.000119135664,0.817092,0.09622778],"study_design_scores_gemma":[0.00887466,0.006303329,0.057977516,0.0008478211,0.00033993003,0.0035363124,0.08987913,0.000054743006,0.00091291347,0.000052564683,0.830172,0.0010490828],"about_ca_topic_score_codex":0.036572136,"about_ca_topic_score_gemma":0.0780559,"teacher_disagreement_score":0.76998174,"about_ca_system_score_codex":0.0014414112,"about_ca_system_score_gemma":0.0039516035,"threshold_uncertainty_score":0.99838},"labels":[],"label_agreement":null},{"id":"W2089963539","doi":"10.1371/journal.pone.0100636","title":"Quantified Self and Comprehensive Geriatric Assessment: Older Adults Are Able to Evaluate Their Own Health and Functional Status","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Concordance; Medicine; Mood; Activities of daily living; Gerontology; Cognition; Feeling; Geriatrics; Disease; Cross-sectional study; Physical examination; Physical therapy; Clinical psychology; Psychology; Psychiatry; Internal medicine","score_opus":0.0535030339690684,"score_gpt":0.2898793486232949,"score_spread":0.23637631465422648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089963539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99071586,0.0011884198,0.0001965339,0.0058289077,0.00011168527,0.001256282,0.000055249162,0.00014071287,0.0005063251],"genre_scores_gemma":[0.98743635,0.00057127816,0.0073105637,0.003386403,0.00024284128,0.00007853265,0.000119884266,0.00004244171,0.000811702],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99807566,0.00013979457,0.00031142312,0.00050109945,0.000524089,0.00044791063],"domain_scores_gemma":[0.9982795,0.00025752324,0.00015019074,0.000348968,0.0003756103,0.0005882223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024439802,0.00022705308,0.0005521505,0.00015800999,0.0001589484,0.00004410539,0.000040240306,0.00007746329,0.00011595905],"category_scores_gemma":[0.00016156153,0.00019111948,0.000031216874,0.00020982356,0.00004575203,0.00009276708,0.00008248373,0.0002384622,0.00004588615],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0061891736,0.018550249,0.71337795,0.023091277,0.0055118776,0.000063867534,0.038051337,0.00010003672,0.0341833,0.0009937283,0.072684884,0.08720232],"study_design_scores_gemma":[0.008020923,0.0015806841,0.9760639,0.0015387689,0.00021579479,0.000026138085,0.0012179919,0.007498056,0.00070175267,0.000096905445,0.0027249006,0.0003141792],"about_ca_topic_score_codex":0.00012889686,"about_ca_topic_score_gemma":0.000051144165,"teacher_disagreement_score":0.26268595,"about_ca_system_score_codex":0.00011345956,"about_ca_system_score_gemma":0.00017970122,"threshold_uncertainty_score":0.7793627},"labels":[],"label_agreement":null},{"id":"W2090181690","doi":"10.1111/ger.12098","title":"The Seattle Care Pathway for securing oral health in older patients","year":2014,"lang":"en","type":"article","venue":"Gerodontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"University of Manchester; National Institute for Health and Care Research; Colgate-Palmolive Company","keywords":"Medicine; Care pathway; Dependency (UML); Clinical pathway; Gerontology; Health care; Dental care; Critical pathways; Work (physics); Nursing; Family medicine; Process management","score_opus":0.019776187693589912,"score_gpt":0.3057377971309858,"score_spread":0.2859616094373959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090181690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9790009,0.0010316682,0.00078101084,0.014433539,0.0012002822,0.0015314879,0.000031648637,0.00007769957,0.0019117087],"genre_scores_gemma":[0.9965831,0.00002100226,0.0008190439,0.0018115685,0.000121486424,0.000090115565,0.00009039722,0.000022321845,0.00044098898],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987898,0.00012468391,0.0002633602,0.0002497573,0.00010038914,0.00047201116],"domain_scores_gemma":[0.99904144,0.00035245414,0.000075440636,0.00032295604,0.00011134689,0.000096355805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002446917,0.0001163672,0.00029679167,0.00005316756,0.00011690608,0.000008637749,0.00011071699,0.0000934054,0.00001255274],"category_scores_gemma":[0.00047646658,0.00008391341,0.000055791097,0.0000703357,0.00006603659,0.000028943094,0.000037879567,0.00015376286,0.000021043385],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032130087,0.00021437329,0.42762536,0.00048597893,0.00003883684,0.000004828206,0.008579466,0.000010538383,0.000032758275,0.0013463144,0.025045257,0.536295],"study_design_scores_gemma":[0.007437387,0.0011726498,0.7466863,0.00013487187,0.000012583508,0.000016318065,0.0006515836,0.00022247495,0.00024042741,0.0003292182,0.24293217,0.00016403828],"about_ca_topic_score_codex":0.00024674574,"about_ca_topic_score_gemma":0.010678404,"teacher_disagreement_score":0.53613096,"about_ca_system_score_codex":0.00016408646,"about_ca_system_score_gemma":0.00011459127,"threshold_uncertainty_score":0.59588003},"labels":[],"label_agreement":null},{"id":"W2090500476","doi":"10.1136/bmj.322.7278.86","title":"Recent advances: Geriatric medicine","year":2001,"lang":"en","type":"review","venue":"BMJ","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Geriatrics; Geriatric care; Older people; Gerontology; Medicine; Health care; Family medicine; Nursing; Psychiatry; Political science","score_opus":0.08512128219284075,"score_gpt":0.41352424085556555,"score_spread":0.3284029586627248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090500476","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.723157e-8,0.8980714,0.000021634762,0.0035197488,0.0015747979,0.0022589832,0.000014989526,0.00014236408,0.09439607],"genre_scores_gemma":[1.3416931e-8,0.96573263,0.0005539485,0.0005016701,0.0053080656,0.00025525392,0.00037945568,0.0001002869,0.027168691],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972499,0.00011480342,0.001109913,0.0005396872,0.00057014514,0.00041553628],"domain_scores_gemma":[0.99782467,0.00024099924,0.0005121793,0.0009980547,0.0001477655,0.00027632332],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00041679177,0.00050146447,0.0026149435,0.00033129845,0.000039066384,0.000007253032,0.0002484838,0.00037558365,0.0026650792],"category_scores_gemma":[0.0011120499,0.00033332803,0.00033566033,0.001104379,0.00010119066,0.000053431384,0.00006917926,0.0005749029,0.0012954093],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007382763,0.000033936918,0.0000018628298,0.013735209,0.00008010293,0.00024623677,0.000013913175,4.360357e-8,1.5784481e-8,0.000010188518,0.26377195,0.7220991],"study_design_scores_gemma":[0.0007758478,0.00022474863,0.00000433746,0.04155325,0.0016868933,0.0017972819,0.000011331647,6.132145e-7,5.7777694e-8,0.000026913114,0.9536247,0.0002939858],"about_ca_topic_score_codex":0.000009781333,"about_ca_topic_score_gemma":0.000008177283,"teacher_disagreement_score":0.72180516,"about_ca_system_score_codex":0.00030740077,"about_ca_system_score_gemma":0.0004254381,"threshold_uncertainty_score":0.9999119},"labels":[],"label_agreement":null},{"id":"W2090922025","doi":"10.1017/s1041610212000269","title":"Psychological well-being in relation to frailty: a frailty identity crisis?","year":2012,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Autonomy; Mental health; Cognition; Gerontology; Frailty Index; Association (psychology); Psychology; Well-being; Clinical psychology; Successful aging; Medicine; Psychiatry","score_opus":0.038555379443223466,"score_gpt":0.3782514261378148,"score_spread":0.33969604669459136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090922025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9060572,0.00011608494,0.009789002,0.015337028,0.0052204537,0.0005497532,0.000015291103,0.00014060551,0.06277459],"genre_scores_gemma":[0.98441005,0.00006572944,0.0077946456,0.0046323845,0.0015271785,0.00005319532,0.00006964698,0.00003573519,0.0014114145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975139,0.00006363686,0.0006223924,0.00048596153,0.0008506355,0.00046349622],"domain_scores_gemma":[0.9987968,0.00011161331,0.00013745652,0.00042247897,0.00019708287,0.00033454594],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006315322,0.00022726756,0.0002788331,0.00060392433,0.00004990167,0.00006612988,0.00035104528,0.00025458186,0.0011127263],"category_scores_gemma":[0.00065131614,0.00022489486,0.00014648291,0.0008427534,0.000027587634,0.0007435289,0.000104331644,0.00047546887,0.0018151036],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010588936,0.002727335,0.8157889,0.00005686964,0.00016659015,0.000089092464,0.0028797945,0.00012552715,0.0049028005,0.0277735,0.13106738,0.013363311],"study_design_scores_gemma":[0.002187173,0.00015763304,0.91254157,0.00007696804,0.000035163717,0.00011706223,0.00012938157,0.000140665,0.00016500113,0.0062308977,0.07793064,0.00028784946],"about_ca_topic_score_codex":0.00007870909,"about_ca_topic_score_gemma":0.000033433265,"teacher_disagreement_score":0.09675266,"about_ca_system_score_codex":0.00034440425,"about_ca_system_score_gemma":0.000022423636,"threshold_uncertainty_score":0.9998004},"labels":[],"label_agreement":null},{"id":"W2091930923","doi":"10.1016/j.jen.2013.08.014","title":"Identification of Seniors at Risk (ISAR) Screening Tool in the Emergency Department: Implementation Using the Plan-Do-Study-Act Model and Validation Results","year":2013,"lang":"en","type":"article","venue":"Journal of Emergency Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministry of the Environment, Conservation and Parks","funders":"","keywords":"Medicine; Emergency department; Emergency medicine; Observational study; Audit; Medical emergency; Internal medicine; Nursing","score_opus":0.06745493468026287,"score_gpt":0.3758487551401446,"score_spread":0.30839382045988173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091930923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929882,0.00027363154,0.00413765,0.0010331948,0.0005320173,0.0009477024,0.000020739353,0.0000050970257,0.000061768136],"genre_scores_gemma":[0.99830806,0.00041627802,0.0010300615,0.00001054222,0.00015573682,0.000009900886,0.0000184894,0.000017462842,0.000033445165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969729,0.00035641692,0.0016291701,0.00018187151,0.00064691954,0.00021268657],"domain_scores_gemma":[0.9978303,0.00008235151,0.0014290875,0.00028945907,0.00032396332,0.00004488736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020104158,0.00015449578,0.0002409969,0.00020982153,0.00024021386,0.000026377882,0.00015504012,0.00004942503,0.00009251126],"category_scores_gemma":[0.00030250568,0.00010030597,0.000110930545,0.00037028035,0.00003474994,0.0005150871,0.000022342603,0.00024555984,0.0000015563639],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008947845,0.00094259105,0.73781145,0.00009512041,0.00032540117,0.000011243667,0.07664876,0.021910895,0.105923146,0.000033284923,0.0070951916,0.048308164],"study_design_scores_gemma":[0.003949449,0.0006067299,0.85088843,0.0003939477,0.0009253575,0.0001669549,0.031469267,0.102535255,0.0072803283,0.0015050799,0.00003488262,0.00024430815],"about_ca_topic_score_codex":0.0001776517,"about_ca_topic_score_gemma":0.0000595887,"teacher_disagreement_score":0.11307702,"about_ca_system_score_codex":0.00014425917,"about_ca_system_score_gemma":0.00004130097,"threshold_uncertainty_score":0.4090359},"labels":[],"label_agreement":null},{"id":"W2092170177","doi":"10.1016/j.jamda.2013.03.022","title":"Frailty Consensus: A Call to Action","year":2013,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4091,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Toronto","funders":"European Geriatric Medicine Society; Eunice Kennedy Shriver National Institute of Child Health and Human Development; Sanofi","keywords":"Medicine; Polypharmacy; Gerontology; Vulnerability (computing); Weight loss; Geriatrics; Disease; Stressor; Malnutrition; Physical therapy; Intensive care medicine; Psychiatry; Obesity; Internal medicine; Computer security","score_opus":0.019338332593662074,"score_gpt":0.3164075609441503,"score_spread":0.2970692283504882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092170177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9034555,0.000027622815,0.000108428416,0.09462663,0.00091784383,0.00023065993,0.0000025804165,0.00002461418,0.0006060985],"genre_scores_gemma":[0.98694265,0.000045313256,0.0007860178,0.00870357,0.00078672543,0.000006863208,0.0000010234386,0.000018607147,0.0027092553],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9970926,0.00026519416,0.0005488466,0.00011735832,0.0017144054,0.00026158296],"domain_scores_gemma":[0.99697626,0.0006116192,0.0011154218,0.00019246554,0.00059839286,0.00050583255],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00083789974,0.00011975385,0.0004601335,0.0001165444,0.00006418449,0.000025819774,0.00021034553,0.000093329174,0.00038175224],"category_scores_gemma":[0.016571922,0.00007407493,0.00024196127,0.00052629766,0.000090179834,0.000066608685,0.000048552283,0.00060284475,0.00012237827],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011400733,0.00022709285,0.33808044,0.000018243685,0.0003308886,0.000018025365,0.00044312785,0.000010102522,0.01200257,0.000003714262,0.523738,0.12501377],"study_design_scores_gemma":[0.0008018594,0.00040638726,0.97257984,0.00022281763,0.00012558936,0.00012832957,0.00017933524,0.0001976824,0.0016769908,0.000057038607,0.023525408,0.0000987149],"about_ca_topic_score_codex":0.001260523,"about_ca_topic_score_gemma":0.00008281106,"teacher_disagreement_score":0.63449943,"about_ca_system_score_codex":0.0010044078,"about_ca_system_score_gemma":0.00032382825,"threshold_uncertainty_score":0.9917119},"labels":[],"label_agreement":null},{"id":"W2092930089","doi":"10.1093/fampra/18.3.343","title":"Screening highly prevalent disorders among the elderly","year":2001,"lang":"en","type":"letter","venue":"Family Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Family medicine; Gerontology","score_opus":0.030095582872836427,"score_gpt":0.292571609205883,"score_spread":0.26247602633304656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092930089","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011614944,0.0026042985,0.0011020177,0.893746,0.0013630625,0.0017173705,0.00003596401,0.00029548336,0.09797427],"genre_scores_gemma":[0.002264049,0.0026081284,0.0033806565,0.8972921,0.008080204,0.00022399766,0.00045799316,0.0002571558,0.08543571],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954844,0.00058716466,0.0006408008,0.0008616074,0.001560089,0.0008659358],"domain_scores_gemma":[0.994184,0.002984418,0.0006937753,0.0017137603,0.0002797724,0.00014428206],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00073884276,0.00064278324,0.00063453085,0.0001932245,0.00027781547,0.00018447664,0.00064467447,0.0010151207,0.00020805649],"category_scores_gemma":[0.0024391387,0.0004715873,0.0003437364,0.00043863893,0.00031065615,0.00063587114,0.00018405763,0.006039162,0.00052817765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012827133,0.0000975319,0.0007319072,0.00027073617,0.00047872277,0.00122095,0.00029945167,0.000011752506,0.000012583052,0.000005500529,0.966805,0.029937617],"study_design_scores_gemma":[0.0012940627,0.00063454127,0.008125782,0.0007284967,0.0016455487,0.00039459183,0.0005916847,0.00007453757,0.0000049655323,0.000035947185,0.98597366,0.0004961721],"about_ca_topic_score_codex":0.0017856199,"about_ca_topic_score_gemma":0.00007180046,"teacher_disagreement_score":0.029441444,"about_ca_system_score_codex":0.00017361678,"about_ca_system_score_gemma":0.00020044127,"threshold_uncertainty_score":0.99977356},"labels":[],"label_agreement":null},{"id":"W2093020751","doi":"10.1046/j.1532-5415.2001.49076.x","title":"A Randomized Clinical Trial of Outpatient Geriatric Evaluation and Management","year":2001,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":288,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Services and Policy Research","funders":"National Institute on Aging","keywords":"Medicine; Randomized controlled trial; Odds ratio; Confidence interval; Ambulatory; Randomization; Geriatrics; Health care; Depression (economics); Population; Clinical trial; Ambulatory care; Activities of daily living; Gerontology; Physical therapy; Emergency medicine; Internal medicine; Psychiatry; Environmental health","score_opus":0.047027163325096946,"score_gpt":0.3768266720496246,"score_spread":0.3297995087245277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093020751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909437,0.00066882663,0.0010295479,0.003927568,0.0012019613,0.0016816825,0.0000020716084,0.0000074006925,0.00053724524],"genre_scores_gemma":[0.9711086,0.016140193,0.010915427,0.00066086964,0.00087114004,0.000018159953,0.0000012389687,0.000020778203,0.00026360652],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99618244,0.0008577924,0.0014993037,0.00016535517,0.0011124746,0.00018264417],"domain_scores_gemma":[0.99534523,0.00064582285,0.0029471354,0.00035196275,0.0005758787,0.00013398136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007779935,0.00014724064,0.0011099005,0.00009745712,0.00005940115,0.000016786302,0.00020633884,0.000066462075,0.000020177557],"category_scores_gemma":[0.0017360344,0.00008964656,0.0012916581,0.00076627714,0.00044976285,0.00006547368,0.000120422046,0.0003601805,0.000001183585],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.75085187,0.0018758302,0.013963699,0.00018496005,0.0023776905,0.00001746525,0.0020657768,0.00011282869,0.00008265636,0.000052023865,0.021820717,0.20659451],"study_design_scores_gemma":[0.95324194,0.0025882374,0.032706425,0.00009042629,0.0040172427,0.00016948592,0.0010650462,0.0020388633,0.000018406945,0.0004107241,0.0035015612,0.00015166096],"about_ca_topic_score_codex":0.000021573698,"about_ca_topic_score_gemma":6.8303206e-7,"teacher_disagreement_score":0.20644285,"about_ca_system_score_codex":0.0001669737,"about_ca_system_score_gemma":0.0002087609,"threshold_uncertainty_score":0.36556804},"labels":[],"label_agreement":null},{"id":"W2093173796","doi":"10.1016/j.critrevonc.2010.08.004","title":"Influence of geriatric consultation with comprehensive geriatric assessment on final therapeutic decision in elderly cancer patients","year":2010,"lang":"en","type":"review","venue":"Critical Reviews in Oncology/Hematology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":183,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Cancer Research; Institut National Du Cancer","keywords":"Medicine; Geriatric oncology; Depression (economics); Malnutrition; Cancer; Geriatric Depression Scale; Geriatrics; Population; Activities of daily living; Internal medicine; Physical therapy; Cognition; Psychiatry; Depressive symptoms","score_opus":0.07266032070785503,"score_gpt":0.458234214218081,"score_spread":0.385573893510226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093173796","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015667323,0.97743756,0.00008515677,0.00036764913,0.0005451538,0.0053746775,0.000042424912,0.000024167293,0.00045586826],"genre_scores_gemma":[0.003595602,0.9893186,0.004379786,0.0005978139,0.00006957908,0.0018471543,0.00009442159,0.000071141665,0.000025916965],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99323297,0.0013496018,0.0031183737,0.0010493055,0.0005100765,0.0007397064],"domain_scores_gemma":[0.9871934,0.010020088,0.0010586338,0.0007660109,0.0007337856,0.00022809285],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00073553005,0.0007877725,0.006678975,0.0010529592,0.00004968824,0.00001203178,0.00044466957,0.0014785783,0.00013671521],"category_scores_gemma":[0.0053257467,0.00055590353,0.00034951672,0.0015011044,0.0007096753,0.00009926425,0.00011815664,0.002576244,0.000093010276],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025719492,0.001538372,0.0021956244,0.02140559,0.000053445117,0.00024923187,0.00007366088,0.0000046924442,0.0000024539786,0.0020304096,0.00019123651,0.9719981],"study_design_scores_gemma":[0.0061292765,0.005396645,0.010704552,0.09145614,0.0014940766,0.00063836237,0.000022423581,0.000019339248,0.000003803591,0.0005288985,0.8828999,0.00070660573],"about_ca_topic_score_codex":0.00004524412,"about_ca_topic_score_gemma":0.00021294625,"teacher_disagreement_score":0.9712915,"about_ca_system_score_codex":0.0009224891,"about_ca_system_score_gemma":0.0020526024,"threshold_uncertainty_score":0.9998177},"labels":[],"label_agreement":null},{"id":"W2093453943","doi":"10.4021/cr244w","title":"Using Novel Technology to Determine Mobility Among Hospitalized Heart Failure Patients: A Pilot Study","year":2013,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Internal medicine; Cardiology; Emergency medicine; Intensive care medicine","score_opus":0.10973626707286263,"score_gpt":0.4037906378022487,"score_spread":0.2940543707293861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093453943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99007386,0.000044899287,0.00024136575,0.0029555052,0.00018270718,0.0059713167,0.000014224649,0.0001508412,0.00036526806],"genre_scores_gemma":[0.99473166,0.0000014971218,0.0035554576,0.00014473389,0.00017958287,0.001033936,0.000014117102,0.000048930477,0.0002900864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965844,0.0004183192,0.0004515045,0.000868734,0.00062111014,0.0010559264],"domain_scores_gemma":[0.9961501,0.00026968372,0.00004265131,0.001351923,0.0018036715,0.00038199115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001170752,0.00024994847,0.0009802053,0.0007973667,0.00021139804,0.000033432145,0.00039145528,0.0002475693,0.00015964986],"category_scores_gemma":[0.0034336592,0.00021451976,0.000097156095,0.001208623,0.0008463859,0.00013438502,0.0006942714,0.0010069552,0.00036723932],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016113243,0.000993456,0.97089034,0.000037715825,0.00015381942,0.00003108367,0.00015937845,0.000015754702,0.021992624,0.0000055072596,0.0051229806,0.0004362014],"study_design_scores_gemma":[0.0040248884,0.012120835,0.9806291,0.00006850132,0.00004445145,0.00008718512,0.0009909767,0.00012233727,0.0004976929,0.00010051799,0.0011038466,0.00020970519],"about_ca_topic_score_codex":0.0008336909,"about_ca_topic_score_gemma":0.00008118819,"teacher_disagreement_score":0.02149493,"about_ca_system_score_codex":0.00034558115,"about_ca_system_score_gemma":0.0001550078,"threshold_uncertainty_score":0.8747862},"labels":[],"label_agreement":null},{"id":"W2093612473","doi":"10.1016/j.apmr.2004.01.023","title":"The two-minute walk test as a measure of functional capacity in cardiac surgery patients11No commercial party having a direct financial interest in the results of the research supporting this article has or will confer a benefit upon the author(s) or upon any organization with which the author(s) is/are associated.","year":2004,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Toronto Rehabilitation Institute; Sunnybrook Health Science Centre; St. Michael's Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Cardiac surgery; Ambulatory; Rehabilitation; Quality of life (healthcare); Coronary artery disease; Physical therapy; Cardiology; Surgery","score_opus":0.0821962283758414,"score_gpt":0.3182193225159053,"score_spread":0.2360230941400639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093612473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92365605,0.00004176959,0.00001488411,0.074840315,0.00008490089,0.0011210212,0.00005588941,0.000008513407,0.00017663864],"genre_scores_gemma":[0.9994875,0.000012420756,0.0000287525,0.00015811152,0.00015302592,0.00006551418,0.000023961255,0.000017629622,0.00005308565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99637467,0.0012783353,0.000790492,0.00030501926,0.0009206774,0.00033078974],"domain_scores_gemma":[0.96538466,0.032731712,0.00052162673,0.00049836194,0.0008017607,0.00006185103],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004094227,0.00018279179,0.0005247438,0.00013054915,0.0004105494,0.000020337358,0.00022933986,0.00007056787,0.000007455852],"category_scores_gemma":[0.0744496,0.000065329594,0.00010645716,0.0015912198,0.0014377077,0.00012875425,0.00009564007,0.00069998286,5.179742e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007820091,0.0024515206,0.534301,0.00055649184,0.00020388028,0.000007728103,0.4098877,0.00035082948,0.015844543,0.0039917785,0.004004777,0.02057965],"study_design_scores_gemma":[0.002405135,0.002340958,0.9741436,0.0030116946,0.00012269896,0.0000053617914,0.012491142,0.000636791,0.0019340614,0.002653208,0.00016309417,0.00009225846],"about_ca_topic_score_codex":0.0028770214,"about_ca_topic_score_gemma":0.01676034,"teacher_disagreement_score":0.43984258,"about_ca_system_score_codex":0.00006836894,"about_ca_system_score_gemma":0.0004980053,"threshold_uncertainty_score":0.93526626},"labels":[],"label_agreement":null},{"id":"W2094113973","doi":"10.1001/archinternmed.2009.357","title":"Meta-analysis of the Impact of 9 Medication Classes on Falls in Elderly Persons","year":2009,"lang":"en","type":"review","venue":"Archives of Internal Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1328,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Odds ratio; Meta-analysis; Internal medicine; Confidence interval","score_opus":0.11130291863625304,"score_gpt":0.41389862926836435,"score_spread":0.3025957106321113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094113973","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013558322,0.98886883,0.00008949459,0.0009822135,0.000091699876,0.00088091736,0.00018370488,0.000008915432,0.0075383703],"genre_scores_gemma":[0.052554518,0.9457528,0.00021546656,0.000116493735,0.00010803585,0.000028438146,0.00010575496,0.000034457273,0.0010840116],"study_design_codex":"design_other","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9962045,0.000405508,0.0019184984,0.00038204622,0.0008566221,0.00023283159],"domain_scores_gemma":[0.9944568,0.0023648893,0.0018954535,0.0010583975,0.000088418936,0.00013603816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044898904,0.00045318453,0.006357064,0.0018710468,0.000011536029,0.0000017610748,0.0007571154,0.00014876112,0.00041779297],"category_scores_gemma":[0.0013311609,0.0002067424,0.0045950627,0.0010798677,0.0006887626,0.000029011884,0.00007343224,0.00071818294,0.0000018596758],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024212363,0.000712637,0.00092014147,0.0074812444,0.25131175,0.000027413626,0.003333732,0.00003524537,0.00012695356,0.00013414433,0.0011747888,0.7344998],"study_design_scores_gemma":[0.002379477,0.00857032,0.025469072,0.077646084,0.86019665,0.0001238434,0.00038175503,0.00026353085,0.00012240632,0.00027244966,0.024177324,0.00039705625],"about_ca_topic_score_codex":0.0017495427,"about_ca_topic_score_gemma":0.00017736728,"teacher_disagreement_score":0.7341028,"about_ca_system_score_codex":0.000078797224,"about_ca_system_score_gemma":0.00031221609,"threshold_uncertainty_score":0.8430711},"labels":[],"label_agreement":null},{"id":"W2094178870","doi":"10.1016/j.juro.2015.02.2318","title":"MP64-07 SIMPLIFIED FRAILTY INDEX PREDICTS ADVERSE OUTCOMES IN RADICAL CYSTECTOMY: AN ANALYSIS OF THE ACS- NSQIP DATABASE","year":2015,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cystectomy; Frailty Index; Index (typography); Database; Internal medicine; Bladder cancer; World Wide Web; Cancer","score_opus":0.046298941243534855,"score_gpt":0.32359181366346296,"score_spread":0.2772928724199281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094178870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98941725,0.00019937199,0.0003597573,0.009183765,0.0003340006,0.00023473005,0.000037729194,0.00001143018,0.00022198826],"genre_scores_gemma":[0.9976954,0.000029405976,0.000100132034,0.0018985689,0.00013390493,0.0000018958768,0.000009981387,0.000017224173,0.000113514056],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997155,0.00081566407,0.0008763045,0.00015551438,0.0006845342,0.00031298658],"domain_scores_gemma":[0.9973295,0.0005978356,0.00063709426,0.0008872466,0.00026912946,0.00027922343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021799563,0.00018029145,0.00087779586,0.00047968028,0.000038754366,0.0000041153735,0.00070887356,0.00018377519,0.00011860112],"category_scores_gemma":[0.0021156815,0.00009219715,0.00022811648,0.00072632974,0.0004379423,0.00015838482,0.00018126579,0.0009194405,0.000009293574],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030042795,0.0005664118,0.9807364,0.00002076695,0.0015492513,0.00019253953,0.002961671,0.007341299,0.0014103923,0.00005786795,0.001622325,0.00053679635],"study_design_scores_gemma":[0.00695866,0.0012284683,0.9791163,0.000031392447,0.0029866823,0.00056061835,0.0007670187,0.0063600084,0.00024531802,0.00022689832,0.0014190258,0.000099579964],"about_ca_topic_score_codex":0.00037442005,"about_ca_topic_score_gemma":0.0010513582,"teacher_disagreement_score":0.008278145,"about_ca_system_score_codex":0.00010366289,"about_ca_system_score_gemma":0.00039453397,"threshold_uncertainty_score":0.39945626},"labels":[],"label_agreement":null},{"id":"W2094314069","doi":"10.1097/00042752-200407000-00016","title":"Physical Activity and Changes in Mobility in Older Persons","year":2004,"lang":"en","type":"article","venue":"Clinical Journal of Sport Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Medicine; Physical medicine and rehabilitation; Physical activity; Gerontology; Physical therapy","score_opus":0.06018540048274943,"score_gpt":0.4078617263715767,"score_spread":0.34767632588882724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094314069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9606172,0.00032356888,0.000015163441,0.038276337,0.00029492352,0.00025062554,9.57848e-7,0.00000776091,0.00021345614],"genre_scores_gemma":[0.9971472,0.0004908648,0.00020129848,0.0010042128,0.0010604516,0.0000026182179,0.0000013131972,0.000013397909,0.00007862956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983353,0.000026752521,0.00071604276,0.0002458756,0.0004341262,0.00024190631],"domain_scores_gemma":[0.9987841,0.00021727031,0.00031041674,0.00021632717,0.000110145775,0.00036169353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016842373,0.00015698015,0.0010889026,0.00022320596,0.0000135455975,0.0000027266576,0.00010070801,0.00014573707,0.000052196392],"category_scores_gemma":[0.00074754463,0.00010749577,0.00010658004,0.00027895585,0.0005463435,0.00009957341,0.00003567491,0.0011928941,0.0000024779001],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009324338,0.0034679777,0.95918876,0.00012751049,0.000040874253,0.0021292802,0.0017537316,0.000009152899,0.0007281186,0.000034300618,0.00029475027,0.031293087],"study_design_scores_gemma":[0.012572305,0.0021500485,0.98148,0.0016813361,0.00008436332,0.00051439827,0.0004691516,0.00003875695,0.00022487735,0.00028632794,0.00041273973,0.00008570324],"about_ca_topic_score_codex":0.00016601448,"about_ca_topic_score_gemma":0.0003779952,"teacher_disagreement_score":0.03727212,"about_ca_system_score_codex":0.00012862978,"about_ca_system_score_gemma":0.00018646185,"threshold_uncertainty_score":0.51825976},"labels":[],"label_agreement":null},{"id":"W2094539467","doi":"10.1097/00044067-200202000-00004","title":"Promoting Positive Outcomes for Elderly Persons in the Hospital: Prevention and Risk Factor Modification","year":2002,"lang":"en","type":"article","venue":"AACN Clinical Issues Advanced Practice in Acute & Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cancer Care South East","funders":"","keywords":"Medicine; Risk factor; Hospital readmission; Protective factor; Intensive care medicine; Gerontology; Emergency medicine; Internal medicine","score_opus":0.07709353568378324,"score_gpt":0.4851614728189635,"score_spread":0.40806793713518025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094539467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87075835,0.004216622,0.0006181522,0.11980685,0.00036018895,0.003266342,0.00023312004,0.00008471078,0.00065565377],"genre_scores_gemma":[0.97348154,0.0021448312,0.022554547,0.0011218772,0.00013403172,0.00026779252,0.000048803347,0.000037082187,0.00020951408],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970566,0.0006217942,0.0008434022,0.0006636213,0.00038691022,0.00042767866],"domain_scores_gemma":[0.9846747,0.014121429,0.00020658743,0.0004324319,0.00041644258,0.00014844332],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007558853,0.00024966136,0.000532958,0.00007802498,0.00012929358,0.00008814872,0.00017244121,0.00025245908,0.000029714822],"category_scores_gemma":[0.047114894,0.00019284253,0.0001830009,0.00022261178,0.0002439483,0.00090415846,0.0000504385,0.001045819,0.000015553187],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008233777,0.0039142948,0.114286564,0.00053691596,0.00025432708,0.00035956924,0.07812558,0.0000069747766,0.000098508324,0.0013913285,0.00034431735,0.7998582],"study_design_scores_gemma":[0.02063569,0.02530153,0.74547416,0.0022609693,0.0035775648,0.00026498688,0.151009,0.0077181277,0.0004757687,0.006373732,0.035269514,0.0016389978],"about_ca_topic_score_codex":0.000079000376,"about_ca_topic_score_gemma":0.00008916646,"teacher_disagreement_score":0.79821926,"about_ca_system_score_codex":0.000093059505,"about_ca_system_score_gemma":0.000026618145,"threshold_uncertainty_score":0.9609117},"labels":[],"label_agreement":null},{"id":"W2095460977","doi":"10.1093/ageing/afv043","title":"What are frailty instruments for?","year":2015,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Identification (biology); Gerontology; Test (biology); Risk assessment; MEDLINE; Computer science","score_opus":0.13028464595712924,"score_gpt":0.38003314929352583,"score_spread":0.2497485033363966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095460977","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017061736,0.99717337,0.000015025188,0.00011700834,0.00062497857,0.0009834351,0.000023632412,0.00005085725,0.00084106193],"genre_scores_gemma":[0.000057892255,0.9922897,0.00032476685,0.00026440932,0.00046581085,0.00008733769,0.00024649943,0.000054724074,0.006208841],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884206,0.00003169348,0.00032533257,0.00035032566,0.00019214624,0.0002584625],"domain_scores_gemma":[0.99917626,0.00007205833,0.00019623399,0.00031852763,0.000054284865,0.00018261936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015699626,0.0002940594,0.0012661571,0.00009481438,0.0000618445,0.00011335373,0.00009878657,0.00025493762,0.00001794218],"category_scores_gemma":[0.00013296217,0.00022265135,0.00021329182,0.00010480587,0.000039590555,0.00021180233,0.00009792647,0.00028733906,0.000037847825],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028773648,0.000015380227,0.0000041467547,0.014782176,0.00010485586,0.0020364623,0.00011800069,7.216427e-9,1.5983656e-7,0.000006347551,0.0038361338,0.97909343],"study_design_scores_gemma":[0.00058260025,0.00007655034,0.000038156053,0.05813373,0.0006991272,0.000118266165,0.0001304212,0.0000022518004,3.7119872e-7,0.00010220755,0.9399174,0.00019891265],"about_ca_topic_score_codex":0.000013404716,"about_ca_topic_score_gemma":0.000015564243,"teacher_disagreement_score":0.97889453,"about_ca_system_score_codex":0.000074055824,"about_ca_system_score_gemma":0.00009120035,"threshold_uncertainty_score":0.9079459},"labels":[],"label_agreement":null},{"id":"W2095608355","doi":"10.1177/0269215508095090","title":"Does monitoring change in function in community-dwelling older adults alter outcome? A randomized controlled trial","year":2008,"lang":"en","type":"article","venue":"Clinical Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"","keywords":"Vitality; Medicine; Randomized controlled trial; Physical therapy; Psychological intervention; Intervention (counseling); Gerontology; Test (biology); Activities of daily living; Psychiatry","score_opus":0.0731099285136068,"score_gpt":0.4027681163493316,"score_spread":0.32965818783572476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095608355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834117,0.00013672379,0.00013766717,0.0031713159,0.0030130432,0.009931575,0.0000012742637,0.00007886952,0.00011783147],"genre_scores_gemma":[0.9946869,0.00014073469,0.0013269499,0.00033568824,0.0009370958,0.0022730597,0.000021681026,0.000030409203,0.00024745057],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9927672,0.00331004,0.0028182287,0.00038520654,0.00040859723,0.0003107025],"domain_scores_gemma":[0.9718885,0.026881771,0.00037530067,0.0005014074,0.00021733996,0.00013570908],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008386879,0.00023384547,0.0020976234,0.00035333072,0.000086682725,0.000012207551,0.00010970293,0.00032801612,0.00005010142],"category_scores_gemma":[0.041972786,0.0001470867,0.0006439273,0.0003207604,0.00031607912,0.00025019984,0.000040090104,0.0012288473,0.000034988036],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6571247,0.0012817684,0.32829612,0.00013183887,0.000035651887,0.00000849676,0.0069559175,0.000013097521,0.0000060235257,0.0000074436066,0.0000129812925,0.0061259647],"study_design_scores_gemma":[0.672132,0.0011576563,0.3228364,0.0008120897,0.00006811255,0.0000012679803,0.0007682829,0.001818708,0.0000044186013,0.0002696469,0.000017889979,0.000113544775],"about_ca_topic_score_codex":0.0006892393,"about_ca_topic_score_gemma":0.00025716,"teacher_disagreement_score":0.03358591,"about_ca_system_score_codex":0.00020153177,"about_ca_system_score_gemma":0.000066124594,"threshold_uncertainty_score":0.96609706},"labels":[],"label_agreement":null},{"id":"W2095794225","doi":"10.1093/ageing/afs093","title":"Frailty: enhancing the known knowns","year":2012,"lang":"en","type":"editorial","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; MEDLINE; Intensive care medicine","score_opus":0.017555711065309017,"score_gpt":0.28513396401127733,"score_spread":0.2675782529459683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095794225","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051155286,0.012758776,0.00015838715,0.0010381826,0.9590785,0.0005622683,0.000038237336,0.00017670033,0.02107342],"genre_scores_gemma":[0.025743,0.0011021524,0.00017961928,0.00030849138,0.9395712,0.000031737032,0.0002039208,0.00008411024,0.032775782],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981461,0.00006149228,0.00034503327,0.00037666396,0.00056409324,0.0005065806],"domain_scores_gemma":[0.9979611,0.0010657379,0.00014243441,0.00055093877,0.0000978355,0.00018194197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004079998,0.00033981533,0.0005196961,0.00007895693,0.00024082475,0.00009538096,0.00018668473,0.00060740806,0.000182134],"category_scores_gemma":[0.0012670631,0.00022188349,0.00013388126,0.00012253526,0.000119780474,0.000113367445,0.00019419623,0.0014315936,0.00015242568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014794385,0.000025913472,0.000009561482,0.0002967345,0.000100886115,0.0024654286,0.0013400564,1.0138901e-7,0.0008216641,0.000011608865,0.9443337,0.050579585],"study_design_scores_gemma":[0.000594027,0.00007965981,0.00066036545,0.0011975378,0.00034772704,0.000023890498,0.00014049356,0.000004433407,0.00020447093,0.00005589097,0.9964408,0.0002506831],"about_ca_topic_score_codex":0.00035731922,"about_ca_topic_score_gemma":0.00036771988,"teacher_disagreement_score":0.052107155,"about_ca_system_score_codex":0.00006571417,"about_ca_system_score_gemma":0.00014423668,"threshold_uncertainty_score":0.9048146},"labels":[],"label_agreement":null},{"id":"W2099061000","doi":"10.1016/j.archger.2012.03.001","title":"Disability and co-morbidity in relation to frailty: How much do they overlap?","year":2012,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":237,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hazard ratio; Activities of daily living; Cohort; Gerontology; Bathing; Prospective cohort study; Frailty Index; Cohort study; Population; Physical therapy; Confidence interval; Internal medicine","score_opus":0.038979857614908485,"score_gpt":0.3181042153815488,"score_spread":0.27912435776664035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099061000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99205124,0.0010842056,0.00019110055,0.0035816764,0.00013308613,0.00032810526,0.000019788296,0.0000161364,0.0025946854],"genre_scores_gemma":[0.9964217,0.00026569434,0.0029568148,0.00009713754,0.00010170927,0.000010217157,0.000015722318,0.000008174672,0.0001228255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907494,0.00012221807,0.00020871832,0.00022768739,0.00009888227,0.00026754642],"domain_scores_gemma":[0.9988915,0.00060176675,0.000074331765,0.00024833516,0.000013785949,0.00017033418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025308243,0.00012240408,0.00032154846,0.00009207024,0.000043895412,0.0000061002206,0.000052758052,0.000119006465,0.000013138745],"category_scores_gemma":[0.00049417344,0.000108483015,0.00003512558,0.00007219888,0.00027574963,0.00012718639,0.000069484384,0.0001912151,0.0000025077654],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029540647,0.00018218998,0.97205156,0.00010988376,0.000017808048,0.0000024746057,0.00543691,6.1845964e-7,0.0010795268,0.0011396619,0.00017371183,0.01951026],"study_design_scores_gemma":[0.0010633636,0.0002346693,0.9944118,0.0000239475,0.00003514975,0.000037997073,0.00040927288,0.000030385485,0.0002275325,0.002496256,0.00093157147,0.000098026576],"about_ca_topic_score_codex":0.00019751351,"about_ca_topic_score_gemma":0.0003624749,"teacher_disagreement_score":0.02236028,"about_ca_system_score_codex":0.000018628238,"about_ca_system_score_gemma":0.000019636673,"threshold_uncertainty_score":0.44238088},"labels":[],"label_agreement":null},{"id":"W2099770557","doi":"10.1093/gerona/62.7.731","title":"Frailty: An Emerging Research and Clinical Paradigm--Issues and Controversies","year":2007,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1136,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; University of Calgary; McGill University; Jewish General Hospital","funders":"National Institutes of Health","keywords":"Engineering ethics; Management science; Psychology; Epistemology; Sociology; Economics; Engineering","score_opus":0.2591726567571006,"score_gpt":0.5121084506542803,"score_spread":0.25293579389717974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099770557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92461056,0.014428227,0.00006521268,0.05937908,0.00015760538,0.0002226724,0.0000030166068,0.00001910524,0.00111455],"genre_scores_gemma":[0.98944795,0.007262922,0.0009078117,0.0005307696,0.0003507344,0.000001482205,0.0000011626506,0.000015793885,0.0014814015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99815345,0.00030795095,0.00057563017,0.00020997378,0.00031609045,0.00043693508],"domain_scores_gemma":[0.99722993,0.0017368604,0.00017832589,0.00035633956,0.00026505813,0.00023346586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046799514,0.00012652409,0.0005379931,0.00013273304,0.00022425399,0.000029074716,0.00015621717,0.00016985548,0.000095184565],"category_scores_gemma":[0.0015558667,0.000084266656,0.00004868067,0.00010654478,0.002004261,0.00026477574,0.00011051182,0.0006459379,0.0000030393749],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01303091,0.0006876248,0.80919296,0.00023904265,0.0013353678,0.00057588133,0.016932035,0.0000012630848,0.008051869,0.011280359,0.02095322,0.117719494],"study_design_scores_gemma":[0.0031228678,0.005335768,0.92627543,0.00022530557,0.00015640414,0.002900834,0.014120774,0.000037431757,0.0013773775,0.011600843,0.034688897,0.00015803694],"about_ca_topic_score_codex":0.00038370144,"about_ca_topic_score_gemma":0.0019575448,"teacher_disagreement_score":0.11756146,"about_ca_system_score_codex":0.00002018003,"about_ca_system_score_gemma":0.000051801744,"threshold_uncertainty_score":0.73847824},"labels":[],"label_agreement":null},{"id":"W2100363874","doi":"10.1186/1472-6947-11-39","title":"Method for Assigning Priority Levels in Acute Care (MAPLe-AC) predicts outcomes of acute hospital care of older persons - a cross-national validation","year":2011,"lang":"en","type":"article","venue":"BMC Medical Informatics and Decision Making","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Homewood Research Institute; University of Waterloo","funders":"Canadian Institutes of Health Research; Health Canada; Diakonhjemmet; Diakonhjemmet Høgskole; Nordisk Ministerråd","keywords":"Medicine; Acute care; Health informatics; Emergency medicine; Acute hospital; Usability; MEDLINE; Medical emergency; Health care; Public health; Nursing","score_opus":0.06600738503951196,"score_gpt":0.4079403583217482,"score_spread":0.3419329732822362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100363874","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4862285,0.000060184328,0.51233333,0.000013165076,0.00014362411,0.00053910195,0.00021647192,0.000015875681,0.00044974618],"genre_scores_gemma":[0.5500508,0.000008718511,0.44977286,0.00006435026,0.00001955188,0.000021336813,0.00004585782,0.000009332743,0.0000072124094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970669,0.000033793545,0.0011610914,0.00017091756,0.0013278921,0.00023941902],"domain_scores_gemma":[0.9971936,0.0012376105,0.0004564598,0.00021666968,0.00072757376,0.00016810368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008608391,0.0001868619,0.0005812507,0.0002798406,0.00007137737,0.00002736229,0.00018151804,0.0002699105,0.0000661247],"category_scores_gemma":[0.0015451245,0.00014694297,0.00015843811,0.00019736978,0.0001267327,0.00031976093,0.00016427619,0.0002199789,0.0000010481433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060906867,0.00027274078,0.6084018,0.0034103778,0.0004938038,0.00001812785,0.14284076,0.00010639243,0.00004935547,0.0011962482,0.00041086957,0.24219048],"study_design_scores_gemma":[0.0115767075,0.00091310515,0.8299954,0.0036981334,0.00046186135,0.00007120913,0.016030094,0.1338183,0.0015163989,0.0014495631,0.00008805245,0.00038119568],"about_ca_topic_score_codex":0.000015565754,"about_ca_topic_score_gemma":0.000017871987,"teacher_disagreement_score":0.24180928,"about_ca_system_score_codex":0.00008727639,"about_ca_system_score_gemma":0.00048816577,"threshold_uncertainty_score":0.59921604},"labels":[],"label_agreement":null},{"id":"W2100514280","doi":"10.1186/1471-2318-11-17","title":"Analysis of frailty and survival from late middle age in the Beijing Longitudinal Study of Aging","year":2011,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; National Research Council Institute for Biodiagnostics; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Capital Medical University; National Natural Science Foundation of China; Dalhousie Medical Research Foundation","keywords":"Frailty Index; Medicine; Gerontology; Beijing; Longitudinal study; Demography; China; Index (typography)","score_opus":0.1461440146658274,"score_gpt":0.3124694760927447,"score_spread":0.16632546142691731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100514280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99852407,0.00030248755,0.0002660951,0.000016822305,0.00009057493,0.0002926489,0.000019095542,0.000011471937,0.00047674452],"genre_scores_gemma":[0.9982008,0.000029578126,0.0016348582,0.000012457294,0.000043945474,0.0000056286535,0.000016640164,0.000010820301,0.000045303623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865216,0.00014502251,0.00044456436,0.00024607911,0.0003506006,0.00016158473],"domain_scores_gemma":[0.99887204,0.00036405554,0.00019461315,0.00045180615,0.0000733343,0.000044159737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005836688,0.00012228676,0.0005149853,0.00036135787,0.000027574031,0.000008801651,0.00016146075,0.000058268193,0.000051478797],"category_scores_gemma":[0.00021543942,0.00009201779,0.00009431058,0.0012203465,0.000051452003,0.00005236091,0.000085250525,0.00014782058,0.0000010714244],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006434314,0.00046357288,0.9812739,0.000059986563,0.0003328485,0.00004521908,0.017290141,0.000042302105,0.00013292105,0.00001289086,0.0000067227365,0.0002751784],"study_design_scores_gemma":[0.0014765899,0.00019526583,0.99105865,0.00002999783,0.0017472296,0.0000010956268,0.004865891,0.0004040267,0.00008755225,0.000048299666,0.00000569483,0.0000797085],"about_ca_topic_score_codex":0.005318289,"about_ca_topic_score_gemma":0.010423695,"teacher_disagreement_score":0.012424249,"about_ca_system_score_codex":0.000017776047,"about_ca_system_score_gemma":0.000029324894,"threshold_uncertainty_score":0.8039698},"labels":[],"label_agreement":null},{"id":"W2100774708","doi":"10.1111/ecc.12302","title":"Expert consensus panel guidelines on geriatric assessment in oncology","year":2015,"lang":"en","type":"article","venue":"European Journal of Cancer Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"National Cancer Institute; National Institute on Aging","keywords":"Medicine; Delphi method; Geriatric oncology; Delphi; Psychological intervention; Consensus conference; Oncology; Geriatrics; MEDLINE; Family medicine; Internal medicine; Cancer; Nursing","score_opus":0.1602200972305584,"score_gpt":0.43000007491769376,"score_spread":0.26977997768713535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100774708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81917477,0.02562841,0.00008038121,0.04676373,0.0045240866,0.00036280707,0.000019420087,0.000036782792,0.10340964],"genre_scores_gemma":[0.98623276,0.0007832474,0.0057179537,0.0042537763,0.0022393335,0.0000028678874,0.0000036259662,0.000045991506,0.0007204309],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814665,0.00034131925,0.00072015,0.0001457656,0.00045037686,0.00019575124],"domain_scores_gemma":[0.9979126,0.00006210566,0.00034601244,0.0001941205,0.00121044,0.000274742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006765731,0.00014169297,0.0003852565,0.00021472928,0.000017195842,0.000012773408,0.00015496583,0.000033295084,0.00007558921],"category_scores_gemma":[0.0004448339,0.000108463646,0.000098827906,0.00016327728,0.0000431318,0.000032253793,0.000037821108,0.00043955748,0.00002344014],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015758347,0.00023084646,0.019723462,0.00008461062,0.00015667401,0.014775991,0.010338886,0.0020613747,0.0017852236,0.000020132837,0.45716003,0.49208695],"study_design_scores_gemma":[0.013155738,0.004566537,0.0630872,0.0010449385,0.000097091055,0.0010790329,0.011080348,0.000070519694,0.00056067813,0.00000985676,0.90501916,0.00022891861],"about_ca_topic_score_codex":0.000074136835,"about_ca_topic_score_gemma":0.00006145985,"teacher_disagreement_score":0.49185804,"about_ca_system_score_codex":0.0009130598,"about_ca_system_score_gemma":0.0011943658,"threshold_uncertainty_score":0.44230193},"labels":[],"label_agreement":null},{"id":"W2101104056","doi":"10.15253/2006","title":"Association between physical frailty and cognitive scores in older adults","year":2015,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Cognition; Association (psychology); Medicine; Cognitive impairment; Mini–Mental State Examination; Frailty Index; Psychology; Psychiatry","score_opus":0.2249017831821117,"score_gpt":0.5393798856231687,"score_spread":0.314478102441057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101104056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99085206,0.0040462944,0.00005159207,0.0007869738,0.00022622269,0.0009267173,0.0000879244,0.00003614795,0.002986063],"genre_scores_gemma":[0.9976036,0.00077388395,0.00008657674,0.0003133245,0.0004932972,0.000043625365,0.000054128115,0.000049461538,0.0005821081],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970458,0.00027774638,0.0006927401,0.00047772808,0.0010762841,0.00042967167],"domain_scores_gemma":[0.99692196,0.0009129442,0.0006760424,0.00026445987,0.00072330947,0.0005012829],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011393328,0.00030938486,0.0010273714,0.00060202734,0.00007726373,0.0003755555,0.0006152819,0.00018744393,0.00073146366],"category_scores_gemma":[0.00281881,0.00027976464,0.00011936839,0.0007834297,0.00012763958,0.001593962,0.00052073377,0.00068267615,0.000029558698],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043949098,0.00041231615,0.94631857,0.000109592846,0.00030060275,0.00005218253,0.0016757131,0.000002994453,0.0010537448,0.0000042473307,0.02057126,0.029059276],"study_design_scores_gemma":[0.005015755,0.0000480918,0.9827362,0.002370444,0.000294812,0.000010949622,0.0003521225,0.00008402153,0.0068912124,0.00145029,0.00045114782,0.00029498944],"about_ca_topic_score_codex":0.0014006982,"about_ca_topic_score_gemma":0.00017518568,"teacher_disagreement_score":0.036417585,"about_ca_system_score_codex":0.00028026308,"about_ca_system_score_gemma":0.00021681693,"threshold_uncertainty_score":0.9999654},"labels":[],"label_agreement":null},{"id":"W2102789142","doi":"10.1186/s12877-015-0134-9","title":"Smoking as a predictor of frailty: a systematic review","year":2015,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":158,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University College London","keywords":"Medicine; Systematic review; Gerontology; Rehabilitation; MEDLINE; Physical therapy","score_opus":0.10289405068968713,"score_gpt":0.3724206608303377,"score_spread":0.2695266101406506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102789142","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000012311568,0.9887017,0.00007825205,0.00002780239,0.0006861326,0.0083989855,0.0001436433,0.00014287136,0.0018193692],"genre_scores_gemma":[9.52099e-7,0.99391264,0.0011397023,0.0001436649,0.0004841771,0.00062712934,0.00027203915,0.00015845236,0.0032612272],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99443924,0.0004929502,0.002683225,0.00059675984,0.0013547416,0.00043306674],"domain_scores_gemma":[0.9943555,0.00061159575,0.0021761812,0.0018546366,0.00061444717,0.00038762268],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017254014,0.0007151103,0.008297573,0.00043069042,0.000029453846,0.000023919236,0.0005716894,0.0006307544,0.00016079962],"category_scores_gemma":[0.00825376,0.00051730673,0.001333492,0.0013844424,0.00006174985,0.0000656792,0.00021851221,0.00061820995,0.0003966378],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048198026,0.00007529777,0.000006055035,0.9751854,0.00034016444,0.00004096261,0.000046249304,4.223532e-8,2.5177197e-8,0.000035538174,0.011696286,0.012569156],"study_design_scores_gemma":[0.00037171866,0.00013065299,5.683626e-7,0.5704758,0.018582743,0.00050588703,0.000008260544,0.0000018835466,8.5682835e-8,0.000016630696,0.40966743,0.00023833655],"about_ca_topic_score_codex":0.000024603018,"about_ca_topic_score_gemma":0.0000027515296,"teacher_disagreement_score":0.4047096,"about_ca_system_score_codex":0.00045984125,"about_ca_system_score_gemma":0.0028988419,"threshold_uncertainty_score":0.99972785},"labels":[],"label_agreement":null},{"id":"W2103142430","doi":"10.1017/s1041610212000634","title":"The multiple dimensions of frailty: physical capacity, cognition, and quality of life","year":2012,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Heart Institute; Centre Hospitalier de l’Université de Montréal; Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"Canadian Institutes of Health Research; Canada Research Chairs","keywords":"Cognition; Quality of life (healthcare); Gerontology; Affect (linguistics); Vulnerability (computing); Psychology; Medicine; Psychiatry","score_opus":0.07061109443803289,"score_gpt":0.3596607121639151,"score_spread":0.2890496177258822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103142430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936744,0.0002983141,0.00036035522,0.002082942,0.0008794277,0.00019494402,0.00014248023,0.000017040258,0.002350118],"genre_scores_gemma":[0.99822414,0.00016073443,0.0007287266,0.00018248727,0.00045331492,0.000009658644,0.000026502843,0.000010978953,0.00020346827],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988381,0.000050227784,0.00038749678,0.00012372302,0.00046200343,0.00013840494],"domain_scores_gemma":[0.99819756,0.0008099537,0.00023449055,0.00020608377,0.00042282869,0.00012906709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033807455,0.000091350885,0.00020431861,0.00006761171,0.000046848734,0.000007643038,0.000110428824,0.000053711443,0.000025711432],"category_scores_gemma":[0.0018615738,0.00006048384,0.00009076734,0.00013923664,0.00018910957,0.00009504149,0.000054626318,0.00012808754,0.000011154144],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011182658,0.0026567283,0.80989003,0.00023586948,0.0008074419,7.015808e-7,0.0025954884,0.000008785882,0.13654664,0.021826731,0.015642628,0.008670654],"study_design_scores_gemma":[0.004275688,0.00016782031,0.96073955,0.0000835851,0.00012950844,0.000017754906,0.0003465132,0.00040422063,0.011707149,0.003065437,0.018876392,0.00018639369],"about_ca_topic_score_codex":0.000079270496,"about_ca_topic_score_gemma":0.000016055312,"teacher_disagreement_score":0.15084948,"about_ca_system_score_codex":0.00001896789,"about_ca_system_score_gemma":0.000031880267,"threshold_uncertainty_score":0.24664594},"labels":[],"label_agreement":null},{"id":"W2103863904","doi":"10.1590/s0104-11692009000600018","title":"Cross-cultural adaptation and validity of the \"Edmonton Frail Scale - EFS\" in a Brazilian elderly sample","year":2009,"lang":"en","type":"article","venue":"Revista Latino-Americana de Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":197,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Psychology; Cognition; Portuguese; Clinical psychology; Scale (ratio); Adaptation (eye); Equivalence (formal languages); Mini–Mental State Examination; Brazilian Portuguese; Semantic equivalence; Medicine; Cognitive impairment; Psychiatry","score_opus":0.0434382089928888,"score_gpt":0.33795871728728594,"score_spread":0.29452050829439713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103863904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99462354,0.00024348104,0.00062357256,0.0015383685,0.00003568577,0.0005113325,0.000041714193,0.00004786089,0.0023344145],"genre_scores_gemma":[0.9942028,0.00009486072,0.0044619367,0.00060831674,0.000074979864,0.00001102405,0.000032004416,0.000018068866,0.00049600395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829525,0.00017562584,0.00049534865,0.00033021223,0.00035201036,0.00035156703],"domain_scores_gemma":[0.9987447,0.00022535234,0.00024238706,0.00047482603,0.00015906792,0.00015366892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002951732,0.00021545551,0.0004675148,0.000074687734,0.00009172911,0.000081420345,0.00017602499,0.0000930136,0.00009462798],"category_scores_gemma":[0.0009144525,0.00016274244,0.00012569877,0.0005219444,0.00033397152,0.00023222741,0.00004509149,0.00032298613,0.0000040715413],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000113473,0.00017313179,0.7857515,0.00023989665,0.000026082265,0.00002237018,0.00331046,0.0001209545,0.011987035,0.00033908134,0.0007611105,0.1971549],"study_design_scores_gemma":[0.0011154198,0.00035561528,0.9888585,0.0002945557,0.000056879533,0.000038987015,0.00031919192,0.0024266795,0.0009912926,0.00019049562,0.0051761414,0.00017620457],"about_ca_topic_score_codex":0.0028017964,"about_ca_topic_score_gemma":0.00040684812,"teacher_disagreement_score":0.20310703,"about_ca_system_score_codex":0.00017748727,"about_ca_system_score_gemma":0.00013878859,"threshold_uncertainty_score":0.6636444},"labels":[],"label_agreement":null},{"id":"W2103940618","doi":"10.1093/ageing/afl041","title":"Validity and reliability of the Edmonton Frail Scale","year":2006,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1621,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Alberta","funders":"Alberta Heritage Foundation for Medical Research; Canadian Institutes of Health Research; Dalhousie University; Fondation pour la Recherche Médicale; University of Alberta","keywords":"Medicine; Reliability (semiconductor); Scale (ratio); Reliability engineering; Gerontology; Cartography","score_opus":0.01394344669253641,"score_gpt":0.2466100077311268,"score_spread":0.23266656103859037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103940618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99321634,0.00016189653,0.00005147524,0.0011095621,0.00004656322,0.00012346682,0.0000026716891,0.000015340174,0.005272705],"genre_scores_gemma":[0.99785024,0.000021342588,0.00036679878,0.00013055699,0.00008229697,0.0000018086616,0.0000019304618,0.0000048612123,0.0015401372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995355,0.000027062271,0.000119185985,0.00012480908,0.00010337995,0.00009008689],"domain_scores_gemma":[0.99965626,0.00006661613,0.000034169774,0.00019044199,0.000023635514,0.00002886898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013034957,0.00005696751,0.00012287854,0.000011136374,0.00005718111,0.000008207302,0.000030735522,0.00004000295,0.000012298721],"category_scores_gemma":[0.00008923208,0.000036546695,0.000030410263,0.00005444646,0.00011668058,0.00004282083,0.00004895771,0.00008996507,7.6182016e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051838048,0.00020023495,0.91341,0.0005790847,0.000010265184,0.0006525751,0.0013635475,0.000011937851,0.045329016,0.00008272073,0.006113947,0.03219484],"study_design_scores_gemma":[0.00039700884,0.000038332226,0.9903258,0.00011264873,0.000030063595,0.000010733144,0.000033664946,0.00006936676,0.004100062,0.0013454478,0.0034956122,0.000041259653],"about_ca_topic_score_codex":0.0009543227,"about_ca_topic_score_gemma":0.00024063465,"teacher_disagreement_score":0.07691581,"about_ca_system_score_codex":0.000008921198,"about_ca_system_score_gemma":0.000008535679,"threshold_uncertainty_score":0.1490331},"labels":[],"label_agreement":null},{"id":"W2104590496","doi":"10.1590/s0034-71672013000600014","title":"Prevalência e fatores sociodemográficos associados à fragilidade em mulheres idosas","year":2013,"lang":"pt","type":"article","venue":"Revista Brasileira de Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Descriptive statistics; Elderly people; Sample (material); Descriptive research; Older people; Nursing homes","score_opus":0.034922054331221,"score_gpt":0.3150458779034578,"score_spread":0.28012382357223675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104590496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.970125,0.014466936,0.0011492762,0.0015443362,0.0011340231,0.004840853,0.0003483616,0.0009150646,0.0054761125],"genre_scores_gemma":[0.9500331,0.00046709977,0.00095934875,0.0032841475,0.0022557126,0.0004328525,0.00023492787,0.0004350074,0.041897777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9903939,0.0012884553,0.002028152,0.0017516195,0.0018382183,0.002699684],"domain_scores_gemma":[0.99308187,0.0012020405,0.0009713024,0.0023860415,0.0007914705,0.001567272],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0012471615,0.0015741197,0.0021825773,0.00043777435,0.0005764742,0.0014131605,0.0014344612,0.0014004122,0.014675122],"category_scores_gemma":[0.0033356685,0.0015940754,0.0011206993,0.0009473091,0.00048359524,0.0009809604,0.0006160543,0.002547334,0.013649484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000105527695,0.0010894026,0.5864581,0.0043965713,0.0013268902,0.0006894691,0.01055574,0.00002229531,0.006308968,0.0010066783,0.3634818,0.024558565],"study_design_scores_gemma":[0.004253364,0.00054676697,0.9635923,0.003567434,0.0013815372,0.0002457999,0.0046843933,0.004009818,0.0012385963,0.00010242067,0.014474398,0.001903186],"about_ca_topic_score_codex":0.0005042053,"about_ca_topic_score_gemma":0.000064359185,"teacher_disagreement_score":0.37713417,"about_ca_system_score_codex":0.0016475631,"about_ca_system_score_gemma":0.0009796714,"threshold_uncertainty_score":0.999896},"labels":[],"label_agreement":null},{"id":"W2104655786","doi":"10.1161/circulationaha.108.841437","title":"Frail Patients Are at Increased Risk for Mortality and Prolonged Institutional Care After Cardiac Surgery","year":2010,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":678,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Odds ratio; Hazard ratio; Risk factor; Cardiac surgery; Logistic regression; Internal medicine; Adverse effect; Surgery; Confidence interval","score_opus":0.020455721862711787,"score_gpt":0.26145537874559277,"score_spread":0.240999656882881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104655786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997642,0.00013741266,0.000063524574,0.000071279894,0.00053330476,0.00092203595,0.0005019662,0.000045462588,0.00008303431],"genre_scores_gemma":[0.99781764,0.0000042888246,0.00016070607,0.00008208823,0.0002586595,0.0001966858,0.0014552231,0.000014780465,0.000009928518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991514,0.000036772595,0.0001899875,0.0002523102,0.0002296992,0.00013984584],"domain_scores_gemma":[0.99913,0.000121558136,0.0001105584,0.00023063725,0.0002984066,0.000108837434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016191791,0.000109151755,0.00021308419,0.00006280949,0.0001346582,0.000012866301,0.000019733907,0.00014230951,0.00003426599],"category_scores_gemma":[0.0007812427,0.00010543472,0.000102137405,0.0000642231,0.0000822129,0.00011292227,0.000020230655,0.00013242189,0.000008813858],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001337974,0.00004131604,0.99554527,0.00017719531,0.000043808148,0.0000021263158,0.00028258242,0.0000035434348,0.00054630823,0.0000054280645,0.0002986661,0.0029199768],"study_design_scores_gemma":[0.00083599275,0.00001424852,0.99680996,0.000048208094,0.00014747854,0.0000022816978,0.000018842533,0.00020108234,0.00033341255,0.00003972644,0.0014386303,0.00011014111],"about_ca_topic_score_codex":0.00013051814,"about_ca_topic_score_gemma":0.00035703392,"teacher_disagreement_score":0.0028098356,"about_ca_system_score_codex":0.000111542715,"about_ca_system_score_gemma":0.00007980403,"threshold_uncertainty_score":0.42995033},"labels":[],"label_agreement":null},{"id":"W2104819298","doi":"10.1016/j.jamda.2015.03.006","title":"Grading Frailty in Long-Term Care","year":2015,"lang":"en","type":"letter","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Capital District Health Authority","funders":"","keywords":"Scopus; Medicine; Frailty Index; Gerontology; Grading (engineering); Incidence (geometry); Coronavirus disease 2019 (COVID-19); MEDLINE; Internal medicine; Disease","score_opus":0.018344060418707106,"score_gpt":0.3122140111176611,"score_spread":0.293869950698954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104819298","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34954056,0.0010413375,0.000016988099,0.64533615,0.0029984731,0.00030457613,0.00002275406,0.000028850676,0.00071033346],"genre_scores_gemma":[0.33140427,0.00092615676,0.00023715054,0.64379346,0.018145178,0.00001458287,0.00016474692,0.00018748992,0.005126931],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9931717,0.0007034567,0.0010643504,0.00024473807,0.0043095103,0.0005062451],"domain_scores_gemma":[0.99450225,0.0007544473,0.003304444,0.0003671607,0.0007577124,0.0003140059],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0014338561,0.00031874847,0.0013644936,0.00037305037,0.000051097584,0.000036854366,0.00063408655,0.00067197473,0.00012406759],"category_scores_gemma":[0.012255267,0.00021079788,0.00056727725,0.0007552437,0.00018095001,0.00009703109,0.000107821754,0.0053847786,0.000016844217],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003305068,0.00004166223,0.3678622,0.00010146084,0.00019796405,0.00061134377,0.00045179305,9.114293e-7,0.0000148135805,8.7009354e-8,0.61856705,0.012117682],"study_design_scores_gemma":[0.0019866843,0.00040772982,0.82427967,0.0032588528,0.00054599374,0.00031615954,0.00013463343,0.000016173815,0.00006181058,0.00003117715,0.16865861,0.0003025391],"about_ca_topic_score_codex":0.0005029316,"about_ca_topic_score_gemma":0.00016947644,"teacher_disagreement_score":0.45641744,"about_ca_system_score_codex":0.005487646,"about_ca_system_score_gemma":0.001407443,"threshold_uncertainty_score":0.9983301},"labels":[],"label_agreement":null},{"id":"W2105092978","doi":"10.1186/1471-2318-8-24","title":"A standard procedure for creating a frailty index","year":2008,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3568,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; Dalhousie University","funders":"National Institute on Aging; Dalhousie University; Dalhousie Medical Research Foundation; Patrick and Catherine Weldon Donaghue Medical Research Foundation; Canadian Institutes of Health Research; American Federation for Aging Research; Robert Wood Johnson Foundation","keywords":"Medicine; Cohort; Confidence interval; Cohort study; Gerontology; Index (typography); Frailty Index; Standard error; Demography; Statistics; Internal medicine","score_opus":0.046863516250898185,"score_gpt":0.3026332573346992,"score_spread":0.255769741083801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105092978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93341035,0.0006253181,0.05685248,0.00068539707,0.00038292853,0.0020508424,0.00011158303,0.00034488825,0.005536211],"genre_scores_gemma":[0.92794836,0.000056102388,0.06420432,0.0003767231,0.00090725516,0.00016353716,0.00005108436,0.000062788386,0.00622986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986012,0.000016026777,0.0003164934,0.00032209387,0.0003849811,0.00035918163],"domain_scores_gemma":[0.99888736,0.00020323467,0.00011820905,0.00032071563,0.00029766458,0.00017280491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017145605,0.00017908306,0.00033700845,0.00012331687,0.00018661327,0.000017219407,0.000101849604,0.00016637614,0.00007863649],"category_scores_gemma":[0.0018965016,0.00016186241,0.00014564468,0.00037790815,0.00005203081,0.000077597644,0.00004014017,0.00017386528,0.000024736719],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028579514,0.00043497563,0.844509,0.002666893,0.00013213878,0.0001261137,0.0047646915,0.00016063305,0.001418393,0.00048229136,0.13563854,0.006808402],"study_design_scores_gemma":[0.037109893,0.004136221,0.6423803,0.0006120509,0.0006594033,0.002498364,0.0015527047,0.011971159,0.0070740227,0.0018415052,0.2883992,0.001765223],"about_ca_topic_score_codex":0.000026030682,"about_ca_topic_score_gemma":0.00003730707,"teacher_disagreement_score":0.20212872,"about_ca_system_score_codex":0.00012622212,"about_ca_system_score_gemma":0.0006847161,"threshold_uncertainty_score":0.6600557},"labels":[],"label_agreement":null},{"id":"W2106108116","doi":"10.1093/gerona/glr193","title":"A Procedure for Creating a Frailty Index Based on Deficit Accumulation in Aging Mice","year":2011,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":191,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Frailty Index; Muscle hypertrophy; Internal medicine; Myocyte; Calcium; Endocrinology; Medicine; Gerontology; Senescence; Cardiology","score_opus":0.14955710731375352,"score_gpt":0.372272303613642,"score_spread":0.22271519629988848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106108116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98842233,0.00041231184,0.0022985737,0.005491158,0.00008591738,0.0006905554,0.0000061065616,0.000028563398,0.0025644656],"genre_scores_gemma":[0.9943804,0.000019791314,0.004486037,0.00074878434,0.000072279305,0.000048860227,0.000003883399,0.000021627207,0.0002183206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988072,0.00009185771,0.00046936143,0.00016784406,0.00017367721,0.00029007098],"domain_scores_gemma":[0.9987819,0.000368234,0.0003469269,0.00025569086,0.00019237916,0.00005486737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006011109,0.0001501157,0.00038794888,0.00016927351,0.000099248486,0.000008880554,0.00015874175,0.00014084572,0.00012872032],"category_scores_gemma":[0.0010648542,0.00010558991,0.00009013182,0.00014955216,0.00011330579,0.00015888203,0.000022609498,0.00030304963,0.000002198654],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0132844,0.0007842064,0.92625564,0.00089259545,0.00025555256,0.000058393704,0.030325068,0.0016907345,0.012838521,0.00072931004,0.0008743109,0.012011272],"study_design_scores_gemma":[0.0045985198,0.0015687256,0.96568674,0.0014176707,0.00014175489,0.00035302254,0.0038219015,0.011759935,0.0083575165,0.0018546787,0.00023906113,0.00020049428],"about_ca_topic_score_codex":0.00026456485,"about_ca_topic_score_gemma":0.0012846168,"teacher_disagreement_score":0.039431084,"about_ca_system_score_codex":0.00006222205,"about_ca_system_score_gemma":0.00012390544,"threshold_uncertainty_score":0.43058315},"labels":[],"label_agreement":null},{"id":"W2107471163","doi":"10.1093/gerona/61.5.472","title":"Randomized Controlled Trials Involving Multidisciplinary Interventions in the Community","year":2006,"lang":"en","type":"letter","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Multidisciplinary approach; Psychological intervention; Argumentation theory; Psychology; Medicine; Nursing; Sociology; Epistemology; Social science; Philosophy; Internal medicine","score_opus":0.20646811029551512,"score_gpt":0.4157108766305159,"score_spread":0.2092427663350008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107471163","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043645047,0.031284556,0.00010832584,0.9165094,0.0007902057,0.005158946,0.000055063516,0.000033849967,0.002414639],"genre_scores_gemma":[0.4162387,0.012386638,0.00256126,0.5082922,0.009370211,0.004239134,0.0010747092,0.0003732336,0.04546395],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9603006,0.03374154,0.00459547,0.0002055263,0.0006257272,0.0005310806],"domain_scores_gemma":[0.960737,0.03331415,0.0041158865,0.0013722096,0.0004189144,0.000041849853],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.039644673,0.0005229337,0.009195038,0.0004566167,0.00043112744,0.00006914147,0.0011740788,0.00087150914,0.00042593363],"category_scores_gemma":[0.016451554,0.00022786064,0.003713793,0.00020907522,0.0015876534,0.00016515281,0.00023993861,0.006741142,0.000009262879],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.12954634,0.00050105003,0.00030521504,0.0009774219,0.003663698,0.0004319979,0.008558559,0.000019204268,0.00011605438,0.00008540487,0.85555863,0.00023643291],"study_design_scores_gemma":[0.9233177,0.0012332862,0.005836078,0.010379866,0.011480636,0.0035148081,0.0106480215,0.00010247888,0.000065301836,0.018287139,0.014531558,0.00060315744],"about_ca_topic_score_codex":0.001816343,"about_ca_topic_score_gemma":0.004535136,"teacher_disagreement_score":0.8410271,"about_ca_system_score_codex":0.00011018454,"about_ca_system_score_gemma":0.00018233346,"threshold_uncertainty_score":0.99555033},"labels":[],"label_agreement":null},{"id":"W2108344016","doi":"10.1016/s0140-6736(12)61729-2","title":"Years lived with disability (YLDs) for 1160 sequelae of 289 diseases and injuries 1990–2010: a systematic analysis for the Global Burden of Disease Study 2010","year":2012,"lang":"en","type":"article","venue":"The Lancet","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8388,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Kidney Disease Network; Health Canada; University of British Columbia; Centre for Addiction and Mental Health; University of Alberta; University of Calgary","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institute on Aging; National Health and Medical Research Council; Medical Research Council; Allergan; Lomonosov Moscow State University; School of Public Health and Family Medicine, University of Cape Town; National Cancer Institute; Foundation for Alcohol Research and Education; University of Cape Town; Vetenskapsrådet; National Institutes of Health; Anglia Ruskin University; Tehran University of Medical Sciences and Health Services; National Drug and Alcohol Research Centre; Shire; Bupa Foundation; Department of Health, State Government of Victoria; Vanderbilt University; Pan American Health Organization; Centers for Disease Control and Prevention; Flinders University; University of Melbourne; Auckland University of Technology, New Zealand; Tasmanian Community Fund; Institute for Health Metrics and Evaluation; H. Lundbeck A/S; Monash University; Sociedad Española de Reumatología; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Imperial College London; University of Tasmania; University of Leicester; National Institute of Environmental Health Sciences; PepsiCo; Arthritis Foundation of Australia; Brien Holden Vision Institute; National Institute for Health and Care Research; Australian Government; University of Sydney; World Health Organization; Wellcome Trust; Cilag; Robert Wood Johnson Foundation; Regeneron Pharmaceuticals; World Heart Federation; University of Otago; Health Research Council of New Zealand; University of New South Wales; U.S. Department of Veterans Affairs; European Chemical Industry Council; Universidad de Navarra; Bill and Melinda Gates Foundation; Sabin Vaccine Institute; South African Medical Research Council","keywords":"Medicine; Population; Epidemiology; Demography; Population health; Comorbidity; Disease burden; Public health; Incidence (geometry); Global health; Gerontology; Environmental health; Psychiatry","score_opus":0.041154239211894275,"score_gpt":0.324352028729212,"score_spread":0.2831977895173177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108344016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99058497,0.002134189,0.00037611212,0.0020546184,0.000085668966,0.0036283908,0.0011072005,0.00002314048,0.0000057091274],"genre_scores_gemma":[0.99889004,0.00002483011,0.00022052893,0.000053433905,0.00027656814,0.00042693954,0.000026173822,0.000012069109,0.00006943135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888355,0.0001253576,0.00031610325,0.00016382009,0.00027584907,0.00023530186],"domain_scores_gemma":[0.9976039,0.0010025678,0.00021287742,0.00094374927,0.00011236662,0.00012453613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005717413,0.00013896357,0.00085924246,0.000021866641,0.0000624728,0.0000149752905,0.0002252135,0.000026016902,0.000011500752],"category_scores_gemma":[0.0008048019,0.00006607005,0.00015231562,0.00023543375,0.00041867647,0.00006676497,0.00006667089,0.00005537159,8.1532477e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024245032,0.00042937958,0.9838648,0.0074384976,0.0017805558,4.3349246e-7,0.003130559,0.00005069976,0.000015391986,0.0000897329,0.00064422225,0.00013122248],"study_design_scores_gemma":[0.002206926,0.00042870743,0.98172736,0.00050087704,0.009694941,0.0000010719604,0.0044298326,0.00065775804,0.000013013086,0.00023252924,0.000024540104,0.00008245419],"about_ca_topic_score_codex":0.0006193864,"about_ca_topic_score_gemma":0.00024351344,"teacher_disagreement_score":0.008305055,"about_ca_system_score_codex":0.000042082625,"about_ca_system_score_gemma":0.000040031668,"threshold_uncertainty_score":0.26942584},"labels":[],"label_agreement":null},{"id":"W2108688205","doi":"10.1093/gerona/62.7.738","title":"A Comparison of Two Approaches to Measuring Frailty in Elderly People","year":2007,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1308,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority; Capital District Health Authority","funders":"","keywords":"Gerontology; Psychology; Computer science; Medicine","score_opus":0.305865942598869,"score_gpt":0.396867582258481,"score_spread":0.091001639659612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108688205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831313,0.0024422493,0.0014173706,0.009867866,0.00013103163,0.00035760226,0.0000024601839,0.000015708816,0.002634407],"genre_scores_gemma":[0.9951618,0.000037738504,0.0043693595,0.00011812757,0.00007477318,0.0000068930326,0.000001064924,0.000015935419,0.00021433181],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814844,0.00011667845,0.0008570611,0.00015776225,0.00033341846,0.00038666348],"domain_scores_gemma":[0.9987019,0.00028223643,0.0003524266,0.0004037761,0.00013625961,0.00012340321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001557757,0.00015279776,0.0008221066,0.00021936702,0.00005220294,0.00000622855,0.0002720406,0.00010647056,0.0000902395],"category_scores_gemma":[0.00044322212,0.000109498236,0.000100102116,0.00030819298,0.00018648602,0.00011453265,0.000077345605,0.00039896255,0.000005311223],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003214557,0.0006968708,0.86288553,0.0002737624,0.0002817905,0.000036343223,0.046457916,0.00054454146,0.03333092,0.0009409056,0.0008996188,0.050437257],"study_design_scores_gemma":[0.0024874643,0.0017260986,0.9081135,0.00048256337,0.00011436386,0.00062157976,0.013481546,0.0000983173,0.07102334,0.0008630017,0.0008145952,0.00017366711],"about_ca_topic_score_codex":0.0006670261,"about_ca_topic_score_gemma":0.026095636,"teacher_disagreement_score":0.05026359,"about_ca_system_score_codex":0.000062040825,"about_ca_system_score_gemma":0.00007170056,"threshold_uncertainty_score":0.99167556},"labels":[],"label_agreement":null},{"id":"W2108905994","doi":"10.5770/cgj.17.163","title":"Making Our Health and Care Systems Fit for an Ageing Population: Considerations for Canada","year":2014,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Acute care; Health care; Population ageing; Psychological intervention; Context (archaeology); Long-term care; Nursing; Population; Gerontology; Environmental health","score_opus":0.07115220273219204,"score_gpt":0.32224924460652826,"score_spread":0.25109704187433624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108905994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63914657,0.027793797,0.049459964,0.23833804,0.026378337,0.013301458,0.0037142716,0.00020115804,0.0016663872],"genre_scores_gemma":[0.9898894,0.000014063756,0.0057504512,0.002324544,0.0017412056,0.000023803717,0.0000860205,0.000031019048,0.00013949501],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998839,0.00005131027,0.00036025382,0.00017256751,0.00015869414,0.00041813604],"domain_scores_gemma":[0.9979441,0.00012093051,0.0001799546,0.00015005766,0.0004083378,0.001196614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003267392,0.000118726,0.0002636807,0.00021108992,0.0008011239,0.0001926552,0.000049428396,0.00007050827,0.000003836872],"category_scores_gemma":[0.0008790462,0.00012454201,0.000040930638,0.00008316033,0.000006396692,0.0001023898,0.0000044906024,0.00016233014,2.0297037e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013063753,0.00003313475,0.069144085,0.004018917,0.0002741499,0.00031630188,0.009209405,0.0053022536,0.000028000808,0.0088717155,0.83684033,0.065831095],"study_design_scores_gemma":[0.011377144,0.0024414551,0.05161111,0.0013583683,0.0004384175,0.009889194,0.03304207,0.05214033,0.000008149155,0.002294681,0.8340349,0.0013641561],"about_ca_topic_score_codex":0.7176548,"about_ca_topic_score_gemma":0.992493,"teacher_disagreement_score":0.35074282,"about_ca_system_score_codex":0.0012688576,"about_ca_system_score_gemma":0.0052681426,"threshold_uncertainty_score":0.9345458},"labels":[],"label_agreement":null},{"id":"W2109057944","doi":"10.1353/cja.2004.0031","title":"A Geriatric Day Hospital: Who Improves the Most?","year":2004,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Medicine; Gerontology","score_opus":0.006829875880690177,"score_gpt":0.2111228571585896,"score_spread":0.20429298127789944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109057944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.855505,0.0015014791,0.00010480245,0.13604201,0.0023518377,0.000777054,0.00004513233,0.000043077725,0.0036296144],"genre_scores_gemma":[0.98930615,0.00028608216,0.00023274474,0.0065184897,0.0013712406,0.00004241768,0.00002214807,0.00008110536,0.0021396426],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973737,0.00010759015,0.0005783148,0.00044613171,0.00021721394,0.0012770247],"domain_scores_gemma":[0.9957763,0.0001191824,0.00025020054,0.0006956013,0.00031298274,0.0028457483],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00094678527,0.00039746668,0.00045041938,0.000548501,0.00071474747,0.0002953919,0.0005157163,0.00012875505,0.00021739592],"category_scores_gemma":[0.0007602638,0.00030802342,0.00022253895,0.0006669691,0.00017644302,0.00016414966,0.000027534214,0.00095370685,0.0000589448],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018673892,0.0008353633,0.04545822,0.001124494,0.0028469663,0.07124533,0.13215253,0.008204384,0.0022613322,0.053514794,0.3336158,0.34855404],"study_design_scores_gemma":[0.003249748,0.0011685045,0.07350192,0.0018602982,0.00025989732,0.0044191373,0.0021360256,0.00015865795,0.00026206858,0.0010000146,0.9112627,0.00072101085],"about_ca_topic_score_codex":0.054228317,"about_ca_topic_score_gemma":0.31978408,"teacher_disagreement_score":0.5776469,"about_ca_system_score_codex":0.003007936,"about_ca_system_score_gemma":0.0021620647,"threshold_uncertainty_score":0.9999372},"labels":[],"label_agreement":null},{"id":"W2110338077","doi":"10.12927/cjnl.2004.16344","title":"An Elder-Friendly Hospital: Translating a Dream into Reality","year":2004,"lang":"en","type":"review","venue":"Nursing leadership","topic":"Frailty in Older Adults","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Native Mental Health Association of Canada","funders":"","keywords":"Health care; Dream; Nursing; Mental healthcare; Psychology; Medicine; Political science","score_opus":0.2271568166383805,"score_gpt":0.40163990119960713,"score_spread":0.17448308456122663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110338077","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000059738036,0.9845469,0.0008193404,0.0037557583,0.00094158796,0.0018125491,0.000020671741,0.00064671674,0.0074505177],"genre_scores_gemma":[0.0048821457,0.9798938,0.010897853,0.000281283,0.0017075356,0.00015727148,0.00096830755,0.00054698274,0.00066481647],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99565095,0.00033774457,0.0010949763,0.0012094808,0.000670915,0.0010359226],"domain_scores_gemma":[0.9972298,0.00014521317,0.00044260576,0.0014631606,0.00013018867,0.00058900105],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00052493636,0.0009284071,0.0024727816,0.00037786024,0.00019015353,0.00008521951,0.0005198935,0.0011381196,0.00010313095],"category_scores_gemma":[0.00026452416,0.00086567004,0.0008604652,0.0007009125,0.0005512659,0.00025920782,0.000011139621,0.0018074814,0.00014609982],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023848757,0.0006801063,0.00000427279,0.045359604,0.00014223397,0.00011476445,0.013662904,6.0809566e-7,0.0000012538094,0.00026358687,0.00064753694,0.93909925],"study_design_scores_gemma":[0.0020703387,0.0030073945,0.000062858126,0.49013138,0.005237934,0.00079837156,0.006170045,0.000011770861,0.000017133942,0.0020764836,0.4885506,0.0018656977],"about_ca_topic_score_codex":0.00030715595,"about_ca_topic_score_gemma":0.00004875967,"teacher_disagreement_score":0.93723357,"about_ca_system_score_codex":0.0012625065,"about_ca_system_score_gemma":0.001115138,"threshold_uncertainty_score":0.9993794},"labels":[],"label_agreement":null},{"id":"W2110863526","doi":"10.1002/sim.2375","title":"Generalized gamma frailty model","year":2005,"lang":"en","type":"article","venue":"Statistics in Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Weibull distribution; Angina; Isosorbide dinitrate; Mathematics; Monte Carlo method; Generalization; Computer science; Statistics; Applied mathematics; Medicine; Cardiology; Myocardial infarction","score_opus":0.04814974984037414,"score_gpt":0.3575446066813403,"score_spread":0.3093948568409662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110863526","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16028695,0.0025337746,0.68896633,0.06534814,0.0012106184,0.001977755,0.00052138406,0.00043944156,0.07871563],"genre_scores_gemma":[0.5013626,0.00050586736,0.46802765,0.0073104654,0.0012021156,0.000047390655,0.00035621217,0.00007255351,0.021115135],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99798584,0.000041589366,0.0005969582,0.00034638034,0.00060777296,0.0004214468],"domain_scores_gemma":[0.9988192,0.00019263245,0.00008994411,0.00048430107,0.0001590906,0.0002548314],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003729016,0.00022890113,0.000546436,0.0002275765,0.00004009456,0.0000056613294,0.00014368667,0.00011844938,0.001391834],"category_scores_gemma":[0.0011422926,0.00018892188,0.000030613544,0.00025395543,0.00027012514,0.00005559035,0.000041710042,0.00042395238,0.00014160956],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005263486,0.00049980904,0.0068472824,0.00037333497,0.00011852818,0.0006378603,0.0045603635,0.0058440687,0.0071919067,0.07833672,0.7226636,0.17240019],"study_design_scores_gemma":[0.022090515,0.0008624969,0.018853063,0.00089780183,0.00027981156,0.00024179462,0.0002808665,0.8277188,0.0010272433,0.029960878,0.0971559,0.0006308421],"about_ca_topic_score_codex":0.00014840752,"about_ca_topic_score_gemma":0.00039667223,"teacher_disagreement_score":0.82187474,"about_ca_system_score_codex":0.0002014925,"about_ca_system_score_gemma":0.00013418807,"threshold_uncertainty_score":0.999521},"labels":[],"label_agreement":null},{"id":"W2111362011","doi":"10.1093/ageing/afn252","title":"Characterising frailty in the clinical setting--a comparison of different approaches","year":2008,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care medicine; Gerontology","score_opus":0.18754552758448073,"score_gpt":0.36573478672448473,"score_spread":0.178189259140004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111362011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974416,0.0002699507,0.00007433399,0.0010096754,0.000050645922,0.00017912095,0.0000010597985,0.000014048692,0.00095960224],"genre_scores_gemma":[0.9990596,0.00009403106,0.0002931692,0.00031222505,0.00013346504,0.000004436234,0.000012999948,0.000007667795,0.00008237672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990626,0.00010090225,0.0003807246,0.00015758848,0.00015539852,0.00014277895],"domain_scores_gemma":[0.9993937,0.00027770078,0.00009352539,0.00018512417,0.000010020463,0.00003993549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025477065,0.000090425136,0.00032491895,0.000037276004,0.000063307336,0.000008888576,0.00007037778,0.0000635741,0.0000071616614],"category_scores_gemma":[0.00014966844,0.00005649893,0.000058763453,0.00007062547,0.00012157711,0.000042716354,0.000040222978,0.00030869612,0.0000017662295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045848912,0.0004093241,0.8552708,0.00013278404,0.00002862436,0.002272175,0.013384511,9.2710184e-7,0.0014158877,0.000030293068,0.00028578492,0.12672302],"study_design_scores_gemma":[0.00070409867,0.00012611976,0.9967436,0.00021438792,0.000023080398,0.000053676595,0.0007756096,0.00046369064,0.00037328177,0.00003124845,0.00043145244,0.00005975675],"about_ca_topic_score_codex":0.000027881273,"about_ca_topic_score_gemma":0.000029539244,"teacher_disagreement_score":0.14147277,"about_ca_system_score_codex":0.000007091001,"about_ca_system_score_gemma":0.000010359575,"threshold_uncertainty_score":0.23039594},"labels":[],"label_agreement":null},{"id":"W2111760434","doi":"10.3917/gs.109.0015","title":"Développement d'un cadre de travail pour comprendre et étudier la fragilité","year":2004,"lang":"fr","type":"article","venue":"Gérontologie et société","topic":"Frailty in Older Adults","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.051656571616443055,"score_gpt":0.3724820875855312,"score_spread":0.32082551596908815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111760434","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24366063,0.08456235,0.028101966,0.5067092,0.008349316,0.0022456066,0.0003966397,0.00097617786,0.12499812],"genre_scores_gemma":[0.8990835,0.011192682,0.03673755,0.014329685,0.0011786134,0.00020638661,0.00017698051,0.00016999026,0.036924623],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9948008,0.0008985554,0.00085835194,0.0009454768,0.00070536084,0.0017914749],"domain_scores_gemma":[0.9969907,0.0010147174,0.0002834154,0.00091976766,0.00022428983,0.0005671048],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001583919,0.0007677963,0.001085225,0.00009863078,0.00022491651,0.000060965896,0.00058242097,0.0010269531,0.0032933631],"category_scores_gemma":[0.0012513322,0.00078327936,0.00044281106,0.0002529284,0.00073481904,0.00027462142,0.00032483993,0.001746935,0.0010625444],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003951586,0.0046639205,0.049469955,0.0015843025,0.002634683,0.0033078957,0.052557807,0.0021965692,0.0018272372,0.03532427,0.19503064,0.65100753],"study_design_scores_gemma":[0.024261774,0.0012155349,0.6863701,0.0023763662,0.0011469226,0.0011562814,0.026616486,0.00019898877,0.0051834984,0.02194892,0.22776176,0.0017634009],"about_ca_topic_score_codex":0.0020171257,"about_ca_topic_score_gemma":0.003025184,"teacher_disagreement_score":0.65542287,"about_ca_system_score_codex":0.0022409272,"about_ca_system_score_gemma":0.0017203462,"threshold_uncertainty_score":0.99971527},"labels":[],"label_agreement":null},{"id":"W2112047485","doi":"10.1093/gerona/glt053","title":"Implementing Frailty Into Clinical Practice: A Cautionary Tale","year":2013,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; McGill University; McGill University Health Centre; Université de Montréal","funders":"Canadian Institutes of Health Research; University of Leeds","keywords":"Medicine; Cohort; Gerontology; Mood; Disease; Cohort study; Akaike information criterion; Demography; Internal medicine; Clinical psychology; Statistics","score_opus":0.0893127480461548,"score_gpt":0.4333664750194705,"score_spread":0.3440537269733157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112047485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8013548,0.0042515197,0.0003723187,0.18378498,0.0005032677,0.00059748965,0.000005018921,0.000048531507,0.009082074],"genre_scores_gemma":[0.97219825,0.001020428,0.019474665,0.0036482168,0.0005411442,0.00004218345,0.000008300716,0.000026048256,0.003040768],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99761313,0.00036464402,0.0010380202,0.00019491414,0.0003320211,0.00045727746],"domain_scores_gemma":[0.99719167,0.00084766676,0.00067040685,0.000505896,0.00062863843,0.00015573988],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018696202,0.00015804647,0.00051737245,0.0000641938,0.00025364605,0.000025275425,0.00025702882,0.00016637507,0.0025809186],"category_scores_gemma":[0.0030144772,0.00010319355,0.00018174977,0.00012018386,0.0005707639,0.0006185116,0.0002153479,0.0006092315,0.00013340043],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028927184,0.0018576368,0.209974,0.00041733365,0.003591929,0.00040942882,0.014502995,0.000012245766,0.026137719,0.004499167,0.454027,0.2816778],"study_design_scores_gemma":[0.0035895952,0.0024666837,0.6061815,0.000276999,0.00069107296,0.010739594,0.018010532,0.00013340844,0.0017295359,0.009343162,0.3465089,0.0003290317],"about_ca_topic_score_codex":0.00077856384,"about_ca_topic_score_gemma":0.0003714446,"teacher_disagreement_score":0.39620748,"about_ca_system_score_codex":0.000046902558,"about_ca_system_score_gemma":0.00017697396,"threshold_uncertainty_score":0.99833083},"labels":[],"label_agreement":null},{"id":"W2112098903","doi":"10.1634/theoncologist.2015-0023","title":"Geriatric Assessment of Older Adults With Cancer During Unplanned Hospitalizations: An Opportunity in Disguise","year":2015,"lang":"en","type":"article","venue":"The Oncologist","topic":"Frailty in Older Adults","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Columbian Hospital","funders":"National Cancer Institute","keywords":"Medicine; Psychosocial; Activities of daily living; Population; Depression (economics); Geriatric oncology; Patient-Reported Outcomes Measurement Information System; Cancer; Physical therapy; Gerontology; Psychiatry; Internal medicine","score_opus":0.038526120285594385,"score_gpt":0.35430732410554067,"score_spread":0.3157812038199463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112098903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915981,0.00019364269,0.000061540486,0.0024747562,0.00014716848,0.00085593085,0.000026964664,0.000053896973,0.004587962],"genre_scores_gemma":[0.99802524,0.00011488273,0.0006090311,0.0001560149,0.00009674435,0.0001494783,0.000053910248,0.000019013887,0.000775673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988887,0.00011173747,0.000287062,0.00020411807,0.00029574364,0.00021265846],"domain_scores_gemma":[0.9989263,0.000057686248,0.00017879014,0.0004415008,0.00020387245,0.00019188682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033737672,0.00013200584,0.00028700405,0.00008883862,0.000045361456,0.0000101972855,0.00017596499,0.00006952732,0.00009403178],"category_scores_gemma":[0.0002051974,0.00008031272,0.00002545452,0.00037837052,0.00018545892,0.00010484701,0.0000575632,0.0001728327,0.0000021587837],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011739066,0.0018062984,0.9829271,0.0003037623,0.0000809937,0.0002275162,0.0055878703,0.0017877236,0.0001318144,0.000201599,0.0022659171,0.00350554],"study_design_scores_gemma":[0.0056727375,0.0010528284,0.98838484,0.00033802306,0.00008124808,0.000029447177,0.0029578242,0.00095948676,0.00017770566,0.00004147936,0.00017507776,0.00012927747],"about_ca_topic_score_codex":0.0024175267,"about_ca_topic_score_gemma":0.0031914753,"teacher_disagreement_score":0.006427114,"about_ca_system_score_codex":0.00040180754,"about_ca_system_score_gemma":0.000725205,"threshold_uncertainty_score":0.36545932},"labels":[],"label_agreement":null},{"id":"W2112315902","doi":"10.1161/strokeaha.109.574459","title":"Trends in Survival and Recovery From Stroke and Compression of Morbidity","year":2010,"lang":"en","type":"letter","venue":"Stroke","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Life expectancy; Medicine; Postponement; Stroke (engine); Epidemiology; Gerontology; Demography; Population; Internal medicine; Sociology","score_opus":0.028595060047586763,"score_gpt":0.2829102026003102,"score_spread":0.2543151425527234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112315902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.874435,0.00074006076,0.000012572146,0.10979408,0.0013907418,0.00024593555,0.0034395286,0.000038453414,0.009903629],"genre_scores_gemma":[0.7323301,0.0013469053,0.005588131,0.09049023,0.011499209,0.00005909412,0.0080217905,0.00032739044,0.15033716],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9984142,0.0000852179,0.00036619237,0.00046459827,0.00040099848,0.00026875266],"domain_scores_gemma":[0.9988849,0.00031849838,0.00017984542,0.00048387446,0.000047409132,0.000085479456],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00012450802,0.00028453782,0.0007910454,0.00034618302,0.000021953827,0.000017364353,0.000110171444,0.0012566271,0.00046306694],"category_scores_gemma":[0.0000901909,0.00025299162,0.00009106404,0.000068737965,0.00019247922,0.00006655125,0.00013161606,0.0030228782,0.000004446891],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002457288,0.000069826034,0.08295951,0.0003256041,0.00015270557,0.00034349365,0.00016418088,4.152684e-7,0.015538107,0.000001289516,0.8600074,0.04019174],"study_design_scores_gemma":[0.004713252,0.00043404676,0.56072813,0.00092519633,0.0002488204,0.000036921763,0.000060817998,0.00007624602,0.0028340355,0.00007514654,0.42944646,0.0004209194],"about_ca_topic_score_codex":0.002990451,"about_ca_topic_score_gemma":0.0010918736,"teacher_disagreement_score":0.47776863,"about_ca_system_score_codex":0.000032273787,"about_ca_system_score_gemma":0.000040189505,"threshold_uncertainty_score":0.99999225},"labels":[],"label_agreement":null},{"id":"W2112429003","doi":"10.1093/gerona/glu315","title":"Impact of Longevity Interventions on a Validated Mouse Clinical Frailty Index","year":2015,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":149,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Health and Medical Research Council; Medical Research Council; Canadian Institutes of Health Research; National Institute on Aging; National Institutes of Health","keywords":"Frailty Index; Calorie restriction; Medicine; Resveratrol; Internal medicine; C57BL/6; Calorie; Gerontology; Endocrinology; Pharmacology","score_opus":0.3504899615027583,"score_gpt":0.5018019274786373,"score_spread":0.15131196597587898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2112429003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919039,0.00074794336,0.00033573486,0.0054557854,0.0002512573,0.00029080876,0.000041277566,0.000027483873,0.00094582833],"genre_scores_gemma":[0.99780875,0.00020759778,0.00033030816,0.00013981425,0.00011173989,0.000005201696,0.0000074123645,0.000018006434,0.0013711455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99764496,0.00052849564,0.001081647,0.0001621471,0.00031944906,0.0002633129],"domain_scores_gemma":[0.9974417,0.00030801055,0.00074820756,0.0006745764,0.00058328285,0.00024419342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016917401,0.00017256729,0.00083682506,0.00012496382,0.00004441696,0.00000898525,0.00030599852,0.00021290332,0.00043903184],"category_scores_gemma":[0.0024789046,0.00010259927,0.00064816984,0.0001608313,0.0006591674,0.00015658057,0.000102585516,0.00060701265,0.000021882643],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01405128,0.0034950338,0.90201336,0.00020990199,0.003331304,0.000093416405,0.0029936633,0.00026520438,0.0033509333,0.0001733215,0.058300093,0.011722473],"study_design_scores_gemma":[0.0046777735,0.009967073,0.97831076,0.0005891291,0.00036130016,0.0008546792,0.00075462856,0.00007326428,0.0028904616,0.0008905473,0.00048673002,0.00014366479],"about_ca_topic_score_codex":0.00045183368,"about_ca_topic_score_gemma":0.00053551747,"teacher_disagreement_score":0.07629737,"about_ca_system_score_codex":0.00008437363,"about_ca_system_score_gemma":0.00025450977,"threshold_uncertainty_score":0.48070908},"labels":[],"label_agreement":null},{"id":"W2113028816","doi":"10.1093/gerona/gls166","title":"Gender Differences in the Relationship Between Smoking and Frailty: Results From the Beijing Longitudinal Study of Aging","year":2012,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; National Research Council Institute for Biodiagnostics; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Beijing; Longitudinal study; Gerontology; Demography; Psychology; Medicine; Geography; China; Sociology","score_opus":0.33532464273718,"score_gpt":0.39518302590063126,"score_spread":0.05985838316345127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113028816","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982222,0.004959683,0.000042284282,0.011990484,0.00011582656,0.0003410285,0.0000151879085,0.0000075745247,0.00030590929],"genre_scores_gemma":[0.99932873,0.00009779157,0.00012384354,0.00011714314,0.0002731561,0.00000767403,0.000003254762,0.000009535511,0.000038897884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977977,0.0007309342,0.00067229156,0.00014278007,0.00036935837,0.00028690754],"domain_scores_gemma":[0.99343497,0.005493086,0.00048348674,0.00046488844,0.00007623529,0.00004731383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024055748,0.00014586974,0.00044711275,0.00006997652,0.00025028468,0.000021730826,0.00033111693,0.000090210786,0.000019625588],"category_scores_gemma":[0.0015840608,0.000067749905,0.00004973487,0.00017181523,0.00035692318,0.00023942246,0.00011077745,0.0006425111,5.8332523e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016256832,0.00009045405,0.932536,0.000013118002,0.00019276673,0.0000043308655,0.0660394,0.0000017307178,0.00002757368,0.00012906629,0.00011695528,0.00068604486],"study_design_scores_gemma":[0.0012912103,0.00023452981,0.9503741,0.00018313613,0.0003217163,0.00010355075,0.04621142,0.0000028495667,0.000030545598,0.0011588333,0.000027543978,0.00006053483],"about_ca_topic_score_codex":0.0013999947,"about_ca_topic_score_gemma":0.00213394,"teacher_disagreement_score":0.019827975,"about_ca_system_score_codex":0.000021107395,"about_ca_system_score_gemma":0.00002983345,"threshold_uncertainty_score":0.27914268},"labels":[],"label_agreement":null},{"id":"W2113362975","doi":"10.1186/s12877-015-0026-z","title":"Derivation of a frailty index from the interRAI acute care instrument","year":2015,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Institute on Aging; National Health and Medical Research Council; Medical Research Council","keywords":"Medicine; Interquartile range; Minimum Data Set; Rehabilitation; Logistic regression; Mood; Activities of daily living; Frailty Index; Gerontology; Physical therapy; Psychiatry; Internal medicine; Nursing homes","score_opus":0.057956672809433084,"score_gpt":0.2970679633567966,"score_spread":0.2391112905473635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113362975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907718,0.00050792744,0.0051875385,0.0011573324,0.00067931844,0.00045748203,0.00007238223,0.0000525469,0.0011137027],"genre_scores_gemma":[0.99346364,0.000025809535,0.005452438,0.0003473233,0.0003331849,0.000019029912,0.0001555416,0.000020019095,0.00018303818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988545,0.000048725095,0.00031684648,0.00019305878,0.00042848525,0.00015834313],"domain_scores_gemma":[0.99885416,0.00008110372,0.00015914338,0.00049935014,0.00029185927,0.00011438989],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012218395,0.00013103733,0.00022475058,0.00006182961,0.000029941875,0.000017195096,0.00018947464,0.00011532986,0.00005202831],"category_scores_gemma":[0.00044868846,0.000092553535,0.00008164631,0.00029614312,0.000053403513,0.00007409538,0.00012650144,0.00016526699,0.000032979042],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071330584,0.0001865685,0.8982281,0.00016203288,0.00024090678,0.00000892857,0.02776119,0.00008512344,0.0015126637,0.00015662704,0.03638161,0.034562916],"study_design_scores_gemma":[0.0104202,0.0008924547,0.9163418,0.0002415213,0.0006679449,0.000042839732,0.013278198,0.0015765536,0.008531701,0.0011563455,0.046425227,0.00042525085],"about_ca_topic_score_codex":0.0006809652,"about_ca_topic_score_gemma":0.00028545933,"teacher_disagreement_score":0.034137666,"about_ca_system_score_codex":0.0001568716,"about_ca_system_score_gemma":0.00031994234,"threshold_uncertainty_score":0.37742236},"labels":[],"label_agreement":null},{"id":"W2113870267","doi":"10.1503/cmaj.101271","title":"Changes in relative fitness and frailty across the adult lifespan: evidence from the Canadian National Population Health Survey","year":2011,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":586,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Pfizer Canada; GlaxoSmithKline; Pfizer","keywords":"Medicine; Demography; Gerontology; Confidence interval; Frailty Index; Population; Environmental health; Internal medicine","score_opus":0.07213633522421675,"score_gpt":0.3310173966955346,"score_spread":0.25888106147131784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113870267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6238975,0.0005584844,0.000014433984,0.37404004,0.0005634751,0.00035451437,0.0003422881,0.000009437753,0.00021982609],"genre_scores_gemma":[0.95814514,0.00029181768,0.00006507745,0.04034368,0.0007811678,0.000012703647,0.00010176874,0.000014767635,0.00024386693],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963925,0.0008691355,0.00044771508,0.00021183278,0.0014820354,0.00059678557],"domain_scores_gemma":[0.9957285,0.0014356559,0.00030420077,0.00014110333,0.0008133748,0.0015771918],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0059556006,0.000140822,0.0002483526,0.0001198213,0.0007988001,0.000097421755,0.0002550266,0.00034587196,0.00073926017],"category_scores_gemma":[0.01911915,0.00009361232,0.00004142525,0.0003946288,0.00011523714,0.00021982238,0.00002010109,0.0014397282,0.000029520053],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001574663,0.000008737797,0.95510775,0.0000033794859,0.000052458014,0.000040254337,0.008883728,0.0000013055776,2.0320375e-7,0.00011061462,0.027915986,0.007859824],"study_design_scores_gemma":[0.0006390803,0.0000478002,0.9926867,0.0003817975,0.000009791399,0.00008907348,0.0007846509,0.00032041254,0.0000011494678,0.00046463677,0.0044805035,0.000094398594],"about_ca_topic_score_codex":0.9637009,"about_ca_topic_score_gemma":0.99981767,"teacher_disagreement_score":0.33424765,"about_ca_system_score_codex":0.0034899067,"about_ca_system_score_gemma":0.006680554,"threshold_uncertainty_score":0.99895066},"labels":[],"label_agreement":null},{"id":"W2113964005","doi":"10.1100/tsw.2002.861","title":"The Accumulation of Deficits with Age and Possible Invariants of Aging","year":2002,"lang":"en","type":"article","venue":"The Scientific World JOURNAL","topic":"Frailty in Older Adults","field":"Medicine","cited_by":175,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Health Canada; Dalhousie Medical Research Foundation","keywords":"Frailty Index; Demography; Gompertz function; Population; Gerontology; Mortality rate; Medicine; Ageing; Disease; Age groups; Statistics; Mathematics; Internal medicine","score_opus":0.07304595085392389,"score_gpt":0.3055279347620802,"score_spread":0.23248198390815628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113964005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98850304,0.0012582203,0.00013499054,0.005521496,0.00037479625,0.00018456328,0.000002507381,0.00000766395,0.0040127486],"genre_scores_gemma":[0.9807704,0.000047142064,0.00043656613,0.00003460887,0.00005759938,6.6513775e-7,6.9405024e-7,0.0000071698364,0.018645149],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99893403,0.00006480041,0.00027061836,0.000103248865,0.00045727764,0.00017005151],"domain_scores_gemma":[0.99908096,0.00016733339,0.00023461827,0.00028193856,0.00017525234,0.000059926046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011208724,0.000068052505,0.00013065392,0.00015165456,0.0004477619,0.00013434698,0.00016521242,0.00001317624,0.00011090559],"category_scores_gemma":[0.0001124391,0.000031668147,0.000034240275,0.0005765645,0.0005277704,0.00011765641,0.000038640366,0.00020926323,0.0000054473376],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011727606,0.0011873331,0.18649653,0.0007195956,0.0011289037,0.00056258996,0.05905567,0.0034762407,0.23629692,0.008677673,0.11923958,0.3819862],"study_design_scores_gemma":[0.011639257,0.0008064517,0.85055447,0.0048229583,0.00076433783,0.0052762455,0.0041772597,0.029474916,0.0632404,0.009218073,0.019417726,0.0006078838],"about_ca_topic_score_codex":0.000009276118,"about_ca_topic_score_gemma":0.00017508645,"teacher_disagreement_score":0.66405797,"about_ca_system_score_codex":0.000018090968,"about_ca_system_score_gemma":0.000035252087,"threshold_uncertainty_score":0.3443868},"labels":[],"label_agreement":null},{"id":"W2114108053","doi":"10.1093/ageing/afr176","title":"The impact of social vulnerability on the survival of the fittest older adults","year":2012,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Vulnerability (computing); Gerontology; Survival of the fittest; Demography; Population; Environmental health","score_opus":0.022473313843403092,"score_gpt":0.3019726506712888,"score_spread":0.27949933682788575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114108053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99439967,0.00015276323,0.0000027754313,0.0021555088,0.0001264436,0.0002602665,0.000008291848,0.0000074822847,0.0028868185],"genre_scores_gemma":[0.99931693,0.00001311131,0.000003831612,0.00009754791,0.00022640963,0.000005224467,0.0000015839461,0.0000083015475,0.00032707202],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992056,0.00013876123,0.00017233823,0.00008528782,0.00020096832,0.00019703699],"domain_scores_gemma":[0.99881566,0.0007173169,0.000095678406,0.00028747116,0.000046629382,0.000037258164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052637083,0.000090551905,0.00015811114,0.000009550344,0.00021987596,0.000009217061,0.000112859794,0.000043811822,0.00004651462],"category_scores_gemma":[0.00051283767,0.0000344321,0.00013507101,0.00009769546,0.0002188997,0.000041082938,0.00006126298,0.00020964968,0.0000021262565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009472886,0.0014037781,0.68929076,0.00055152277,0.0007242507,0.00013266563,0.082738906,0.000015420088,0.025981355,0.0037893218,0.017840222,0.17658453],"study_design_scores_gemma":[0.00048922515,0.00007579764,0.9964563,0.00013353278,0.000029068497,0.0000034470143,0.00083241187,0.00002739065,0.0015917899,0.000084341955,0.00023590693,0.000040757874],"about_ca_topic_score_codex":0.00038171766,"about_ca_topic_score_gemma":0.00006187078,"teacher_disagreement_score":0.3071656,"about_ca_system_score_codex":0.000020116742,"about_ca_system_score_gemma":0.000021959537,"threshold_uncertainty_score":0.16911303},"labels":[],"label_agreement":null},{"id":"W2114295394","doi":"10.5770/cgj.v14i1.1","title":"Blood Pressure in Relation to Age and Frailty","year":2011,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Blood pressure; Frailty Index; Cohort; Internal medicine; Population; Cohort study; Gerontology; Cardiology","score_opus":0.029784869017115287,"score_gpt":0.24539890654146967,"score_spread":0.21561403752435437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114295394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97794455,0.0018700545,0.00009956634,0.00284584,0.0005230132,0.00036206373,0.000021706857,0.000016885759,0.016316298],"genre_scores_gemma":[0.9930017,0.0000921225,0.003885358,0.0007660488,0.00028391965,0.0000033116087,0.000003905887,0.000019597497,0.001944022],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912095,0.000031059953,0.00023651656,0.00014854244,0.000147266,0.00031569356],"domain_scores_gemma":[0.9986204,0.000019042025,0.000053889427,0.00015205352,0.000080083235,0.0010745615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024844008,0.00009746732,0.00015868865,0.0005752321,0.00007459949,0.000035740442,0.00008044572,0.00012661598,0.0003021223],"category_scores_gemma":[0.00033587287,0.0000973318,0.000030043499,0.0003237304,0.00001997027,0.00010463105,0.000014039187,0.0004142433,0.000024064493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029946695,0.00025834798,0.8089779,0.00023409144,0.00045439033,0.024498457,0.03223714,0.00007386729,0.0017205788,0.0014656329,0.07740655,0.052373603],"study_design_scores_gemma":[0.0014705979,0.00018133603,0.94837004,0.00007676997,0.00020051646,0.001521908,0.00010767432,0.00003299811,0.000082583545,0.000587976,0.04721726,0.00015035602],"about_ca_topic_score_codex":0.014952364,"about_ca_topic_score_gemma":0.075493805,"teacher_disagreement_score":0.13939214,"about_ca_system_score_codex":0.000087927925,"about_ca_system_score_gemma":0.0004442716,"threshold_uncertainty_score":0.9916071},"labels":[],"label_agreement":null},{"id":"W2114673372","doi":"10.3810/hp.2010.06.306","title":"The Comprehensive Geriatric Assessment in Oncology: Promises, Pitfalls, and Practicalities","year":2010,"lang":"en","type":"article","venue":"Hospital Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Geriatric oncology; Intensive care medicine; Cancer; Clinical Practice; Clinical Oncology; Family medicine; Internal medicine","score_opus":0.014089122419084391,"score_gpt":0.34824115557468477,"score_spread":0.3341520331556004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114673372","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7239166,0.000988502,0.000026476191,0.1882152,0.001395822,0.0016504017,0.000006070352,0.00008915358,0.08371182],"genre_scores_gemma":[0.9806234,0.0011201142,0.013688014,0.0017622812,0.00032710153,0.00012538301,0.000010137723,0.000031419924,0.0023121377],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99843824,0.00021077576,0.00034185086,0.00032081414,0.00035048422,0.0003378362],"domain_scores_gemma":[0.9943309,0.0045516267,0.00024167063,0.0004149552,0.00029664027,0.00016424182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007126133,0.00017331487,0.0002656625,0.00006195506,0.00016594536,0.00012067561,0.000117495416,0.0001653788,0.00004383571],"category_scores_gemma":[0.0061349063,0.00012392961,0.00003885747,0.00018329287,0.00029153057,0.0006272303,0.00013364977,0.0015288816,0.000047378766],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006798533,0.020039277,0.12848675,0.001358448,0.0018802608,0.0077807577,0.022310985,0.000008418535,0.023321189,0.22630717,0.17864522,0.383063],"study_design_scores_gemma":[0.0022632224,0.0012617557,0.19723834,0.000027443431,0.00014304457,0.00071537396,0.0058665574,0.00012050875,0.00007401962,0.00049549417,0.7916096,0.00018467975],"about_ca_topic_score_codex":0.00032048614,"about_ca_topic_score_gemma":0.00014892068,"teacher_disagreement_score":0.61296433,"about_ca_system_score_codex":0.00012363147,"about_ca_system_score_gemma":0.00047089264,"threshold_uncertainty_score":0.73444986},"labels":[],"label_agreement":null},{"id":"W2115335206","doi":"10.1016/j.archger.2013.07.008","title":"Frailty and migration in middle-aged and older Europeans","year":2013,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; Health Sciences Centre; Dalhousie University","funders":"National Institute on Aging; Canadian Institutes of Health Research; U.S. Public Health Service","keywords":"Immigration; Demography; Residence; Medicine; Confidence interval; Gerontology; Native-Born; Geography; Internal medicine","score_opus":0.027615817720508196,"score_gpt":0.2588358462452053,"score_spread":0.23122002852469709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115335206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99291605,0.002630568,0.000302424,0.0020186459,0.00004673226,0.00028981984,0.0000039991355,0.00001308594,0.0017786504],"genre_scores_gemma":[0.9938577,0.0014854101,0.003810163,0.00018075627,0.000030737407,0.000009035403,0.000010423098,0.000008638908,0.00060715043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999274,0.00008092256,0.00021985057,0.00021359847,0.000051947107,0.00015968976],"domain_scores_gemma":[0.99942386,0.00028457967,0.00006333351,0.00012881047,0.000014165255,0.00008526789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000074620286,0.000104783605,0.00024415244,0.00013357296,0.000035941386,0.000008295745,0.00003489518,0.00006937126,0.000025285359],"category_scores_gemma":[0.00012261266,0.00009150506,0.000017898592,0.000057983318,0.0002650447,0.00008406828,0.000053843025,0.00014270915,0.000002262693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018277195,0.00013452387,0.88911575,0.0003836306,0.000045142093,0.000028086088,0.012401066,9.91399e-7,0.009109706,0.00045584567,0.00060720474,0.08753531],"study_design_scores_gemma":[0.0017343109,0.0002327315,0.9956524,0.000050233448,0.000031901567,0.000085164334,0.00029638447,0.00034878554,0.00015848262,0.0009755752,0.00035079918,0.000083228115],"about_ca_topic_score_codex":0.0003584013,"about_ca_topic_score_gemma":0.0007007014,"teacher_disagreement_score":0.10653668,"about_ca_system_score_codex":0.0000029538849,"about_ca_system_score_gemma":0.000014862331,"threshold_uncertainty_score":0.3731468},"labels":[],"label_agreement":null},{"id":"W2115421823","doi":"10.1093/ageing/31.6.471","title":"Three-month follow up of patients discharged from a geriatric day hospital","year":2002,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; Providence Health Care","funders":"","keywords":"Geriatric Depression Scale; Medicine; Berg Balance Scale; Barthel index; Depression (economics); Geriatrics; Physical therapy; Timed Up and Go test; Prospective cohort study; Activities of daily living; Mini–Mental State Examination; Gerontology; Balance (ability); Cognitive impairment; Cognition; Internal medicine; Psychiatry; Depressive symptoms","score_opus":0.012302625111761336,"score_gpt":0.216854706241426,"score_spread":0.20455208112966466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2115421823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99707526,0.0007864861,0.0001815155,0.00027058946,0.00029107876,0.00023714338,0.000028764642,0.000030043751,0.0010991262],"genre_scores_gemma":[0.99850124,0.000075782336,0.00039301568,0.000091950504,0.00014338084,0.0000063766256,0.000054196844,0.000016023587,0.0007180341],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992508,0.000012784025,0.00018926935,0.00019677372,0.00018272802,0.00016762546],"domain_scores_gemma":[0.9995582,0.000057313864,0.000072785144,0.00019619714,0.00003104322,0.000084468404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003868866,0.00011072779,0.00023163298,0.000048145328,0.000046564808,0.000014206525,0.00005526464,0.000053918826,0.00022199629],"category_scores_gemma":[0.00013152404,0.00009021307,0.000064695836,0.000107851585,0.000031380398,0.00010335343,0.000046184334,0.00010386826,0.000021006132],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010703035,0.00091745774,0.62715733,0.00020553326,0.00033179164,0.004822779,0.014538822,9.404771e-7,0.0043031964,0.000040689858,0.017792827,0.32978162],"study_design_scores_gemma":[0.0036297976,0.00033171554,0.9933728,0.00015753222,0.00010242037,7.925137e-7,0.000074867996,0.00032790558,0.00032330904,0.00016540635,0.0013770114,0.00013645785],"about_ca_topic_score_codex":0.00036947936,"about_ca_topic_score_gemma":0.00008553344,"teacher_disagreement_score":0.36621547,"about_ca_system_score_codex":0.000012192727,"about_ca_system_score_gemma":0.000003873639,"threshold_uncertainty_score":0.36787823},"labels":[],"label_agreement":null},{"id":"W2116358746","doi":"10.1093/gerona/gls119","title":"Searching for an Operational Definition of Frailty: A Delphi Method Based Consensus Statement. The Frailty Operative Definition-Consensus Conference Project","year":2012,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1189,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; McGill University; Jewish General Hospital","funders":"National Institutes of Health","keywords":"Delphi method; Statement (logic); Identification (biology); Delphi; Consensus conference; Set (abstract data type); Inclusion (mineral); Medicine; Psychology; Computer science; Artificial intelligence; Epistemology; Social psychology","score_opus":0.35584685417197803,"score_gpt":0.4602800980573689,"score_spread":0.10443324388539088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116358746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9211614,0.0012368581,0.02647736,0.044328634,0.000305183,0.0025803093,0.0006489092,0.00004271644,0.0032186303],"genre_scores_gemma":[0.8495168,0.00007661737,0.14879379,0.0011006633,0.00013642306,0.00016760032,0.00009484167,0.000027318767,0.00008593748],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99651307,0.0013533051,0.0009570021,0.00022530809,0.00044895205,0.0005023625],"domain_scores_gemma":[0.99488354,0.0026049614,0.0006156962,0.0004720874,0.0012899583,0.00013378165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031938152,0.00026039162,0.00064054126,0.000141908,0.0004498654,0.000039575978,0.00027051268,0.0001512445,0.00026767026],"category_scores_gemma":[0.0018315506,0.00015576644,0.00016119743,0.00016582565,0.0008543344,0.00024058111,0.000059072303,0.0004632445,0.0000033152808],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03617589,0.0046611275,0.015580631,0.0018027086,0.0057535903,0.00005818457,0.1629428,0.0018073582,0.3318029,0.38496244,0.03087194,0.023580428],"study_design_scores_gemma":[0.049172316,0.030759677,0.13149765,0.0040547093,0.005539268,0.01432426,0.2664562,0.04139354,0.30859566,0.12732656,0.017793655,0.0030865313],"about_ca_topic_score_codex":0.0006073235,"about_ca_topic_score_gemma":0.0011411228,"teacher_disagreement_score":0.25763586,"about_ca_system_score_codex":0.00006991142,"about_ca_system_score_gemma":0.000889296,"threshold_uncertainty_score":0.6351971},"labels":[],"label_agreement":null},{"id":"W2116693991","doi":"10.1093/ageing/afm115","title":"Whither geriatrics? Do we need another Marjory Warren?","year":2007,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Geriatrics; Geriatric care; Gerontology; Family medicine; Nursing; Psychiatry","score_opus":0.01520059273178368,"score_gpt":0.2583824178681735,"score_spread":0.24318182513638983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116693991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96124715,0.004137592,0.0013856739,0.002361344,0.0002710325,0.00023058974,0.0000014389258,0.00010957786,0.030255588],"genre_scores_gemma":[0.9816333,0.00029766472,0.0011556778,0.0011380832,0.00047363073,0.000002417467,0.0000031742816,0.00003136548,0.015264701],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999206,0.000013494845,0.00016727037,0.00019410414,0.00015062703,0.00026851177],"domain_scores_gemma":[0.99957234,0.00007230723,0.000040349383,0.00019844496,0.000023650362,0.00009292999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002119798,0.00011920631,0.00017082405,0.00010016971,0.000056549063,0.000029512103,0.00004856369,0.000083188934,0.0002985578],"category_scores_gemma":[0.000047257694,0.0000976092,0.000045242283,0.00015643852,0.00003869193,0.00007401981,0.000035942092,0.00015468831,0.0000626405],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001634264,0.00013674032,0.0124935135,0.0002553157,0.000119933036,0.036684994,0.005496125,0.0000015957634,0.041130867,0.0001419121,0.016439931,0.88693565],"study_design_scores_gemma":[0.005311986,0.00033962852,0.43105462,0.00083510013,0.00021620208,0.00037280816,0.002079596,0.00007080341,0.0057586683,0.0012659756,0.5520559,0.00063869014],"about_ca_topic_score_codex":0.000066935034,"about_ca_topic_score_gemma":0.000036418976,"teacher_disagreement_score":0.8862969,"about_ca_system_score_codex":0.000020635029,"about_ca_system_score_gemma":0.000011948054,"threshold_uncertainty_score":0.39803877},"labels":[],"label_agreement":null},{"id":"W2118655856","doi":"10.1093/ageing/aft004","title":"Co-occurrence of cardiometabolic diseases and frailty in older Chinese adults in the Beijing Longitudinal Study of Ageing","year":2013,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; National Natural Science Foundation of China","keywords":"Medicine; Gerontology; Hazard ratio; Longitudinal study; Cohort; Population ageing; Cohort study; Ageing; Proportional hazards model; Stroke (engine); Population; Demography; Environmental health; Internal medicine; Confidence interval","score_opus":0.02223183158894135,"score_gpt":0.3056299620665103,"score_spread":0.2833981304775689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118655856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99743605,0.001543922,0.000009283559,0.00008165053,0.0000334247,0.0007352643,0.000013715496,0.000009091228,0.00013762762],"genre_scores_gemma":[0.9996773,0.00013293723,0.000032764718,0.00004676677,0.0000438535,0.00003817096,0.000010667388,0.0000077243685,0.000009785698],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885297,0.00009465887,0.00034877684,0.00025182037,0.0002527274,0.00019904308],"domain_scores_gemma":[0.9993081,0.00025007784,0.00009493304,0.0002459252,0.000040309467,0.000060628325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019563182,0.00014868856,0.0004494294,0.0002119058,0.000041423176,0.00002332419,0.00009851541,0.0000369485,0.000013365022],"category_scores_gemma":[0.00027183574,0.00009926807,0.00003783222,0.00040907125,0.000096045864,0.00019088827,0.000058846057,0.00019236852,6.874485e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028065138,0.00033424434,0.96089864,0.00029112215,0.00002878851,0.0017000838,0.0126133235,0.000007777032,0.00047552984,0.0000026667344,0.000023343498,0.023596391],"study_design_scores_gemma":[0.0025366407,0.00016578441,0.99146813,0.00062449754,0.000053578413,0.000016728522,0.00484333,0.00014164044,0.00001775287,0.000031233336,0.000008825685,0.00009182875],"about_ca_topic_score_codex":0.0032230276,"about_ca_topic_score_gemma":0.00065189693,"teacher_disagreement_score":0.030569494,"about_ca_system_score_codex":0.000008496765,"about_ca_system_score_gemma":0.000013675295,"threshold_uncertainty_score":0.4872275},"labels":[],"label_agreement":null},{"id":"W2119061123","doi":"10.1590/0104-1169.2933.2371","title":"Reproducibility of the Brazilian version of the Edmonton Frail Scale for elderly living in the community","year":2013,"lang":"en","type":"article","venue":"Revista Latino-Americana de Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reproducibility; Intraclass correlation; Kappa; Medicine; Test (biology); Sample (material); Gerontology; Scale (ratio); Physical therapy; Psychology; Statistics; Mathematics; Cartography; Geography","score_opus":0.02806228814721328,"score_gpt":0.3009089145048381,"score_spread":0.2728466263576248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119061123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897987,0.00013989156,0.0000899725,0.004839047,0.00006366322,0.0018647913,0.000025441155,0.000019245299,0.0031592213],"genre_scores_gemma":[0.99782073,0.000020913543,0.0007191201,0.0007394689,0.000054699904,0.0000629002,0.0000060021316,0.000021931246,0.00055423105],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99713904,0.001183612,0.0005888051,0.00038071454,0.00040278398,0.00030503207],"domain_scores_gemma":[0.99387646,0.0013727113,0.00042847352,0.004030906,0.00022902689,0.000062422805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027241323,0.0001788259,0.00045925516,0.000043173462,0.0002148777,0.000026307382,0.0008378101,0.00007635114,0.000118004944],"category_scores_gemma":[0.0053995615,0.00009616027,0.0002762578,0.0006201852,0.00052712485,0.000103206236,0.0002521833,0.00063470536,0.0000046009477],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051242485,0.00048460963,0.91914725,0.0010265419,0.00004327744,6.971192e-7,0.010270066,0.000031040876,0.01639927,0.00007966598,0.010728532,0.041737806],"study_design_scores_gemma":[0.00044094847,0.00021173141,0.98946804,0.00075227895,0.000086192355,0.000009550058,0.0026036692,0.0004928139,0.0022630745,0.00011951584,0.003452975,0.00009923677],"about_ca_topic_score_codex":0.010916097,"about_ca_topic_score_gemma":0.000690038,"teacher_disagreement_score":0.07032076,"about_ca_system_score_codex":0.00015265401,"about_ca_system_score_gemma":0.00017784325,"threshold_uncertainty_score":0.9956703},"labels":[],"label_agreement":null},{"id":"W2119712490","doi":"10.1093/ageing/afp204","title":"Prevalence and correlates of frailty among community-dwelling older men and women: findings from the Hertfordshire Cohort Study","year":2009,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":216,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Economic and Social Research Council; National Institute for Health and Care Research","keywords":"Medicine; Gerontology; Cohort; Cohort study; Older people; Demography; Internal medicine","score_opus":0.01603267951059715,"score_gpt":0.2594516782359998,"score_spread":0.24341899872540265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119712490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972002,0.0013023653,0.00002454957,0.00019480688,0.000023668837,0.0006150385,0.000005274756,0.000029285196,0.0006048457],"genre_scores_gemma":[0.9986162,0.0004940276,0.00006200159,0.00026166643,0.000032152162,0.000011162955,0.000006212542,0.000011156915,0.00050538714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909234,0.00011085062,0.00022718606,0.0002007307,0.00017582957,0.00019308856],"domain_scores_gemma":[0.99903214,0.0004911258,0.00007118361,0.00028753874,0.00002857475,0.000089437875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048634116,0.00014875528,0.0002951975,0.000031915253,0.0002970489,0.000051340223,0.00009744818,0.00006577722,0.00002447794],"category_scores_gemma":[0.00014123107,0.00010508736,0.000019436085,0.000083676576,0.00017383722,0.00014756485,0.000095182,0.00042775166,5.9496773e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027268963,0.00010103005,0.9454106,0.00007272294,0.00007848472,0.00027902896,0.04439689,0.0000017607007,0.00034473953,0.0000029657963,0.00008603022,0.00919846],"study_design_scores_gemma":[0.0010972805,0.0003847605,0.98572135,0.0006387253,0.00013232425,0.000011724403,0.011226823,0.00027638624,0.000116985655,0.00026511232,0.000021013251,0.00010749105],"about_ca_topic_score_codex":0.00083482824,"about_ca_topic_score_gemma":0.00006930167,"teacher_disagreement_score":0.040310755,"about_ca_system_score_codex":0.000015610052,"about_ca_system_score_gemma":0.0000075115595,"threshold_uncertainty_score":0.42853382},"labels":[],"label_agreement":null},{"id":"W2120222471","doi":"10.1503/cmaj.130875","title":"Trends in 1-year survival of people admitted to hospital in Ontario, 1994–2009","year":2013,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Ottawa Hospital","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Confidence interval; Population; Odds ratio; Comorbidity; Hospital admission; Emergency medicine; Survival analysis; Pediatrics; Relative survival; General hospital; Demography; Internal medicine; Cancer registry","score_opus":0.007165567404618873,"score_gpt":0.2311036917040284,"score_spread":0.2239381242994095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120222471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9419794,0.000019789524,0.0000055341598,0.053136174,0.0006318792,0.00016614833,0.000012018348,0.0000067638093,0.00404228],"genre_scores_gemma":[0.9939718,0.0000071225504,0.00016796564,0.002303736,0.0002895984,0.0000108166305,0.000022864986,0.000014853444,0.003211208],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742323,0.000103439794,0.0006104969,0.00015793387,0.0011692004,0.00053572404],"domain_scores_gemma":[0.9976609,0.00011141671,0.00014284138,0.000118206575,0.00021783472,0.0017488087],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00089213037,0.000119173645,0.00039473255,0.00081118563,0.00003216371,0.000027137847,0.00016451279,0.00031925392,0.017340884],"category_scores_gemma":[0.0018287678,0.000116991774,0.00008675731,0.00073563366,0.000017772929,0.00012292445,0.000015726855,0.0011378828,0.00014933322],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009259651,0.00007893656,0.92490405,0.0000037723491,0.00002673402,0.00015550196,0.0020914788,0.000005043894,0.000008207439,0.000016501703,0.062166955,0.010533582],"study_design_scores_gemma":[0.0022422988,0.0001763601,0.9793972,0.00015297823,0.00000909467,0.000042520398,0.00072414,0.000078848985,0.0000059555778,0.00004193494,0.017018067,0.00011060743],"about_ca_topic_score_codex":0.6234035,"about_ca_topic_score_gemma":0.98897904,"teacher_disagreement_score":0.36557552,"about_ca_system_score_codex":0.0029437179,"about_ca_system_score_gemma":0.0028152014,"threshold_uncertainty_score":0.9835574},"labels":[],"label_agreement":null},{"id":"W2120748666","doi":"10.1093/gerona/63.5.518","title":"Usefulness of Frailty Markers in the Assessment of the Health and Functional Status of Older Cancer Patients Referred for Chemotherapy: A Pilot Study","year":2008,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Activities of daily living; Medicine; Geriatric oncology; Cancer; Mood; Gerontology; Geriatrics; Physical therapy; Internal medicine; Psychiatry","score_opus":0.14137170521738218,"score_gpt":0.38304819468851553,"score_spread":0.24167648947113335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120748666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905052,0.0010293245,0.00005494677,0.0067190006,0.00018379079,0.0013782362,0.00006519884,0.0000024481876,0.000061842664],"genre_scores_gemma":[0.99838775,0.000805267,0.00018610462,0.00043010095,0.000023530562,0.00007183218,0.000003288416,0.000011117913,0.000081031554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813294,0.00038092377,0.0007284076,0.00012815835,0.00038115686,0.00024843792],"domain_scores_gemma":[0.9979787,0.00041493794,0.00086369336,0.00034640168,0.00034503685,0.000051271036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007671178,0.00013062415,0.0005981391,0.0000676925,0.00009987921,0.0000020673365,0.00017229086,0.00004170286,0.0000659318],"category_scores_gemma":[0.00020809454,0.00006451925,0.000069589114,0.00015864511,0.00051052734,0.000073829775,0.0000445598,0.00021655172,2.110433e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050105993,0.0019505899,0.9709353,0.00024978202,0.00042758326,5.924864e-7,0.016044652,0.000023595183,0.00047694467,0.000035489516,0.002526564,0.002318348],"study_design_scores_gemma":[0.0058138804,0.006536601,0.9795744,0.00020700714,0.00006483537,0.00003314454,0.007128882,0.000016751686,0.00029594998,0.000072342074,0.00020925816,0.00004697902],"about_ca_topic_score_codex":0.0015706434,"about_ca_topic_score_gemma":0.0029640214,"teacher_disagreement_score":0.00891577,"about_ca_system_score_codex":0.00007687558,"about_ca_system_score_gemma":0.0004964305,"threshold_uncertainty_score":0.26310188},"labels":[],"label_agreement":null},{"id":"W2120757327","doi":"10.1200/jco.2005.06.742","title":"Analysis of Treatment Practices for Elderly Cancer Patients in Ontario, Canada","year":2005,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Cancer; Clinical trial; Cancer registry; Population; Colorectal cancer; Multivariate analysis; Comorbidity; Lung cancer; Breast cancer; Gerontology; Internal medicine; Demography","score_opus":0.14071159194020721,"score_gpt":0.4910309336649357,"score_spread":0.3503193417247285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120757327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987418,0.00013599938,0.000008964044,0.01076359,0.00058677397,0.00021714084,0.000014620373,0.0000011022071,0.0008538327],"genre_scores_gemma":[0.9944564,0.00024528202,0.002506338,0.0012034505,0.00029875236,0.000009084773,0.000008247062,0.00000657036,0.0012658417],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99719036,0.00012961931,0.0021258602,0.00012942121,0.0002596277,0.00016512307],"domain_scores_gemma":[0.99284744,0.0028084675,0.0034629998,0.00012352692,0.0005574442,0.00020008926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008324805,0.00009242929,0.00149672,0.00018466153,0.000011446812,0.0000022292973,0.000094565294,0.00017224038,0.00036153643],"category_scores_gemma":[0.0034827439,0.000064147374,0.0003982364,0.0001832369,0.000045545876,0.00009016403,0.000010300899,0.0003597779,4.6760192e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001983159,0.0019390301,0.78272253,0.000008005089,0.0020840282,0.00003217599,0.0002005563,0.00050285633,0.000004978557,0.0000018640008,0.0036719893,0.2068488],"study_design_scores_gemma":[0.0077434573,0.013286345,0.71963483,0.000035012996,0.0026722297,0.000004627589,0.000048116508,0.00026864352,0.000023169585,0.0000046569567,0.2562381,0.000040829596],"about_ca_topic_score_codex":0.93761647,"about_ca_topic_score_gemma":0.99960643,"teacher_disagreement_score":0.2525661,"about_ca_system_score_codex":0.0026828828,"about_ca_system_score_gemma":0.0120073985,"threshold_uncertainty_score":0.9935936},"labels":[],"label_agreement":null},{"id":"W2120857017","doi":"10.1093/gerona/gls084","title":"Contribution of Frailty Markers in Explaining Differences Among Individuals in Five Samples of Older Persons","year":2012,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Université de Sherbrooke; McGill University Health Centre; Université de Montréal; McGill University; Jewish General Hospital","funders":"National Institute on Aging; Canadian Institutes of Health Research","keywords":"Mood; Cognition; Health and Retirement Study; Construct (python library); Psychology; Gerontology; Association (psychology); Physical activity; Sample (material); Clinical psychology; Medicine; Computer science; Physical medicine and rehabilitation","score_opus":0.06298621834279122,"score_gpt":0.3279480374617689,"score_spread":0.2649618191189777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120857017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99437296,0.002612774,0.000059500773,0.0021687124,0.000117413445,0.00031589362,0.000044560304,0.0000058392648,0.00030231732],"genre_scores_gemma":[0.9990449,0.00031883575,0.0004449892,0.000046866207,0.000036140325,0.000010850254,0.0000073072515,0.000009088812,0.000081026315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980948,0.00036035024,0.00078141177,0.0001101219,0.0002678202,0.00038548888],"domain_scores_gemma":[0.9981116,0.0007629385,0.00066505885,0.00022780953,0.00015785257,0.000074751486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013584791,0.0001492321,0.0008091699,0.0002433347,0.000036655583,0.000003677128,0.00019258088,0.00017328249,0.00032168502],"category_scores_gemma":[0.0013512487,0.00010363942,0.00009560601,0.00017211038,0.00065408775,0.0003068208,0.000065476364,0.00034121168,4.7629882e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041189144,0.0001561123,0.96936464,0.00006786177,0.00013837976,0.0000032802448,0.026401335,0.000006335454,0.002331914,0.00016091787,0.00021693677,0.0007404208],"study_design_scores_gemma":[0.001650147,0.00031975878,0.96868694,0.0008229626,0.0000767241,0.000092997965,0.022863524,0.000012925743,0.005137092,0.000233367,0.000025641766,0.00007792301],"about_ca_topic_score_codex":0.0009869528,"about_ca_topic_score_gemma":0.0028778065,"teacher_disagreement_score":0.004671907,"about_ca_system_score_codex":0.000050670023,"about_ca_system_score_gemma":0.00006388334,"threshold_uncertainty_score":0.42262927},"labels":[],"label_agreement":null},{"id":"W2121279197","doi":"10.1093/ageing/afq121","title":"Examining three frailty conceptualizations in their ability to predict negative outcomes for home-care clients","year":2010,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gerontology; Nursing homes; Nursing","score_opus":0.04973808348757463,"score_gpt":0.30976481897166475,"score_spread":0.2600267354840901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121279197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995722,0.00003916161,0.0016750803,0.00041242404,0.00022426907,0.00094519847,0.000058916925,0.00005836181,0.00086460036],"genre_scores_gemma":[0.9962781,0.0000037273142,0.0026949947,0.000587995,0.00009135556,0.00010035607,0.000047806032,0.000018957568,0.00017672671],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990788,0.000020781254,0.00023757202,0.00030712606,0.000120033284,0.00023568714],"domain_scores_gemma":[0.99900746,0.000466067,0.00004495041,0.00026659615,0.000088949164,0.00012599892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013789794,0.00014238869,0.00027557477,0.00007941252,0.00010608896,0.00002929654,0.000083530955,0.000090745634,0.000036384583],"category_scores_gemma":[0.0011081573,0.00011320259,0.000043356406,0.0001528377,0.00009425812,0.00011653761,0.00007306907,0.00021321942,0.000003301062],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035659057,0.00006056834,0.9230388,0.00012612548,0.000027028023,0.000134136,0.024021208,0.000013048731,0.0038596895,0.00015483651,0.00015465559,0.048374265],"study_design_scores_gemma":[0.0017887661,0.00017976013,0.9919045,0.00016401036,0.000023030536,0.0000023792927,0.003578655,0.00020827305,0.00041629994,0.00055688503,0.0010500846,0.00012738857],"about_ca_topic_score_codex":0.00012526737,"about_ca_topic_score_gemma":0.0026556186,"teacher_disagreement_score":0.06886569,"about_ca_system_score_codex":0.000028035627,"about_ca_system_score_gemma":0.000030363286,"threshold_uncertainty_score":0.46162674},"labels":[],"label_agreement":null},{"id":"W2121462412","doi":"10.1093/gerona/glt143","title":"Sex Differences in the Limit to Deficit Accumulation in Late Middle-Aged and Older Chinese People: Results From the Beijing Longitudinal Study of Aging","year":2013,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority; Capital District Health Authority","funders":"Canadian Institutes of Health Research","keywords":"Demography; Beijing; Medicine; Longitudinal study; Frailty Index; Gerontology; Confidence interval; Elderly people; China; Internal medicine; Geography","score_opus":0.12285005423778522,"score_gpt":0.34921302199989096,"score_spread":0.22636296776210574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121462412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97786534,0.0011546669,0.000015898195,0.019873599,0.00007321629,0.00094005885,0.0000071198037,0.0000073941605,0.00006268806],"genre_scores_gemma":[0.99919605,0.00024165536,0.00011160806,0.0002828611,0.0000623226,0.00003013605,0.0000028514478,0.000010323094,0.0000621876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793744,0.0005890708,0.0007357563,0.00020815457,0.00027658683,0.00025298342],"domain_scores_gemma":[0.9970936,0.0019611618,0.0003554701,0.0004488301,0.000098993114,0.000041935284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012095564,0.00017764243,0.00055554044,0.00011270569,0.00012332962,0.0000405727,0.00035114452,0.00007414175,0.0000373462],"category_scores_gemma":[0.0008993911,0.00008130401,0.00004053138,0.00033009308,0.00013303419,0.00022233042,0.00012388061,0.000433157,0.0000015227264],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037216285,0.00016849049,0.87224793,0.000019257228,0.0000757151,0.000008194507,0.1251608,0.00014273947,0.0005378278,0.000003015994,0.000064829685,0.0011990471],"study_design_scores_gemma":[0.0022436224,0.00043404932,0.96357983,0.00037194052,0.0000672464,0.000053764332,0.03251294,0.00027774452,0.000030603558,0.00035313933,0.0000016769185,0.0000734255],"about_ca_topic_score_codex":0.012612988,"about_ca_topic_score_gemma":0.106548674,"teacher_disagreement_score":0.09393568,"about_ca_system_score_codex":0.000022649052,"about_ca_system_score_gemma":0.000023949371,"threshold_uncertainty_score":0.9939621},"labels":[],"label_agreement":null},{"id":"W2121566433","doi":"10.1016/j.ijsu.2015.04.037","title":"Frailty and poor functional status are common in arterial vascular surgical patients and affect postoperative outcomes","year":2015,"lang":"en","type":"article","venue":"International Journal of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Grip strength; Observational study; Adverse effect; Prospective cohort study; Population; Montreal Cognitive Assessment; Activities of daily living; Physical therapy; Internal medicine; Surgery; Cognitive impairment; Disease","score_opus":0.05503002244227709,"score_gpt":0.31271732985763606,"score_spread":0.25768730741535895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121566433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99406445,0.00034227062,0.00001525751,0.0036298782,0.0017036742,0.0000972498,0.00003478097,0.000006513256,0.00010592637],"genre_scores_gemma":[0.99887496,0.00012417557,0.00009393805,0.00051834254,0.00027719387,0.000002506868,0.00003992574,0.000011943296,0.000056994886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832064,0.000108331835,0.000498022,0.00013754387,0.0007790864,0.0001563558],"domain_scores_gemma":[0.9982853,0.0005099809,0.00024559678,0.000059341066,0.0006474194,0.00025239118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046955375,0.00013606873,0.00045326792,0.00033329354,0.00001876515,0.000047717607,0.000048671984,0.00007333083,0.000060003313],"category_scores_gemma":[0.000757307,0.00010497226,0.000115690535,0.00006443194,0.00008632923,0.00029836988,0.000055099707,0.0002473666,0.000004237921],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001218914,0.0002695501,0.98929447,0.00000807841,0.00021945649,0.00063463015,0.000232471,0.000010670966,0.00005195648,0.000017232205,0.003404399,0.004638199],"study_design_scores_gemma":[0.0058365827,0.00014663594,0.9886051,0.0001990868,0.000027052287,0.0005047056,0.00016758386,0.000044450895,0.00007614153,0.00009247886,0.0042031845,0.00009703704],"about_ca_topic_score_codex":0.00007023976,"about_ca_topic_score_gemma":0.00003615347,"teacher_disagreement_score":0.0048105298,"about_ca_system_score_codex":0.00016753346,"about_ca_system_score_gemma":0.000158479,"threshold_uncertainty_score":0.42806447},"labels":[],"label_agreement":null},{"id":"W2122043646","doi":"10.1007/s10522-010-9287-2","title":"Aging, frailty and age-related diseases","year":2010,"lang":"en","type":"review","venue":"Biogerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":650,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; McMaster University; University of British Columbia; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Stressor; Gerontology; Disease; Vulnerability (computing); Psychological resilience; Cognitive decline; Psychological intervention; Medicine; Frailty syndrome; Cognition; Sarcopenia; Dementia; Psychology; Clinical psychology; Psychiatry; Frailty Index; Pathology","score_opus":0.06079905640511593,"score_gpt":0.36700235486789146,"score_spread":0.3062032984627755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122043646","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006432594,0.99454725,0.0000039540805,0.00036140985,0.0011121631,0.00093320815,0.00013636939,0.00021089835,0.0026304133],"genre_scores_gemma":[0.00003427046,0.9922443,0.00036998544,0.00017434485,0.00035866513,0.00009605284,0.0007136291,0.00008486562,0.0059239054],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99775594,0.00014013931,0.0007467506,0.00070889806,0.00017020744,0.0004780301],"domain_scores_gemma":[0.9982191,0.00024088715,0.0003375961,0.00077439303,0.000054331067,0.00037373556],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010393284,0.00054562,0.0027548121,0.00025470048,0.000067834095,0.000022336275,0.00021310463,0.0012662756,0.00052928255],"category_scores_gemma":[0.00039942106,0.00041738205,0.00041467175,0.00016608302,0.0005902324,0.00004131224,0.0001413021,0.0009391727,0.00031141136],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006473024,0.00008060413,0.00025278763,0.0066426424,0.00024499896,0.0006119235,0.00004240841,1.5082148e-9,0.0000014205216,0.00030289727,0.00623752,0.98557633],"study_design_scores_gemma":[0.0006457078,0.00014487877,0.00086320535,0.004407225,0.0023892939,0.0018733888,0.0000036491817,9.542064e-7,4.490362e-7,0.00008501629,0.9892365,0.00034978183],"about_ca_topic_score_codex":0.00010036306,"about_ca_topic_score_gemma":0.00017008034,"teacher_disagreement_score":0.9852265,"about_ca_system_score_codex":0.00007651464,"about_ca_system_score_gemma":0.00028324116,"threshold_uncertainty_score":0.9998278},"labels":[],"label_agreement":null},{"id":"W2122075629","doi":"10.1007/s12630-014-0273-z","title":"Frailty and perioperative outcomes: a narrative review","year":2014,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Frailty in Older Adults","field":"Medicine","cited_by":185,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Seven Oaks General Hospital; Manitoba Health; St. Boniface Hospital","funders":"Canadian Society of Nephrology; Kidney Foundation of Canada; Manitoba Health Research Council","keywords":"Perioperative; Medicine; MEDLINE; Intensive care medicine; Population; Cochrane Library; Adverse effect; Meta-analysis; Surgery; Internal medicine","score_opus":0.03353786421438147,"score_gpt":0.3106320893295208,"score_spread":0.2770942251151393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122075629","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000698433,0.9882724,0.000004764343,0.008513169,0.00052562525,0.0011551935,0.000023652228,0.000013675206,0.000793036],"genre_scores_gemma":[0.00021400247,0.99349135,0.00047230677,0.0010038519,0.0012495877,0.000023617653,0.000035743567,0.00020683523,0.0033027313],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.9933269,0.0007947254,0.0029761393,0.0005959938,0.000946051,0.0013602008],"domain_scores_gemma":[0.9880928,0.0003774135,0.0027200715,0.00068218785,0.0016612803,0.006466254],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0024104286,0.0013322729,0.007254541,0.0016259905,0.00069983857,0.0003528887,0.000918286,0.0007697859,0.0006199807],"category_scores_gemma":[0.0018895327,0.0009556253,0.0017446793,0.0008038619,0.0006548068,0.00044246772,0.00002343387,0.003682018,0.000057079527],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026489448,0.000038842867,0.00014582538,0.025327226,0.0011958696,0.6431426,0.0027623884,9.0166344e-7,6.993798e-8,0.00011136395,0.03051393,0.2967345],"study_design_scores_gemma":[0.0004959002,0.0007936785,0.000053096646,0.06415817,0.0018752095,0.4716746,0.00023272348,5.753737e-7,6.480484e-8,0.000012353923,0.46028963,0.00041403226],"about_ca_topic_score_codex":0.0024552406,"about_ca_topic_score_gemma":0.008159004,"teacher_disagreement_score":0.42977569,"about_ca_system_score_codex":0.0021736235,"about_ca_system_score_gemma":0.021348393,"threshold_uncertainty_score":0.99994284},"labels":[],"label_agreement":null},{"id":"W2122142056","doi":"10.1186/cc9297","title":"Frailty in the critically ill: a novel concept","year":2011,"lang":"en","type":"review","venue":"Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":229,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of Calgary; University of Alberta","funders":"Fondation pour la Recherche Médicale","keywords":"Medicine; Critically ill; Intensive care unit; Intensive care medicine; Quality of life (healthcare); Disease; Mechanical ventilation; Delirium; Caregiver burden; Dementia; Psychiatry; Nursing","score_opus":0.15151526981523944,"score_gpt":0.4198211568206393,"score_spread":0.26830588700539987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122142056","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[8.3947845e-7,0.96639174,0.00019606286,0.0019069377,0.00045087887,0.0012240752,0.0003344202,0.00008114269,0.029413873],"genre_scores_gemma":[0.00071717607,0.98577106,0.0019263256,0.0093821455,0.0008785551,0.00043135587,0.00041716415,0.00014224077,0.00033398002],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971012,0.00022213538,0.00078282366,0.0006684468,0.0005123619,0.00071307],"domain_scores_gemma":[0.99602437,0.0016376673,0.00004092675,0.0010810834,0.00090422103,0.00031172743],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021247998,0.00054322527,0.0018269839,0.00014027518,0.00007288731,0.000057600417,0.0006168364,0.0007183511,0.0007409855],"category_scores_gemma":[0.010993119,0.00034361836,0.0006599046,0.00037000977,0.0008223512,0.000065248234,0.00014365788,0.0017470057,0.00034473545],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010875392,0.00031325562,0.0000057340358,0.04965473,0.000045152643,0.0007208493,0.0023987177,6.3365952e-9,2.9010107e-7,0.039214473,0.0052430555,0.90239286],"study_design_scores_gemma":[0.00050987856,0.00026167862,0.000036736008,0.019129196,0.0012247295,0.00070939644,0.001694366,0.0000010789015,6.267828e-7,0.00018410949,0.9758709,0.00037726903],"about_ca_topic_score_codex":0.000051332925,"about_ca_topic_score_gemma":0.000028576607,"teacher_disagreement_score":0.9706279,"about_ca_system_score_codex":0.00020525207,"about_ca_system_score_gemma":0.0005228432,"threshold_uncertainty_score":0.9999016},"labels":[],"label_agreement":null},{"id":"W2122350312","doi":"10.4997/jrcpe.2014.204","title":"Validity of an early risk score for older adults","year":2014,"lang":"en","type":"article","venue":"The Journal of the Royal College of Physicians of Edinburgh","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Manitoba; Island Health","funders":"Health Canada","keywords":"Medicine; Odds ratio; Gerontology; Multinomial logistic regression; Confidence interval; Logistic regression; Institutionalisation; Dementia; Demography; Rehabilitation; Physical therapy; Disease; Psychiatry; Internal medicine","score_opus":0.014717716375320053,"score_gpt":0.2581127808751699,"score_spread":0.24339506449984988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122350312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958864,0.000100430494,0.0005222912,0.00121113,0.0007115619,0.0006847308,0.00025555858,0.0000065062927,0.0006214183],"genre_scores_gemma":[0.9969255,0.000018423487,0.0007583151,0.00010557233,0.00094536593,0.0000034944815,0.0000015543549,0.000030422363,0.0012113886],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99762905,0.00023043656,0.0009201052,0.00013401477,0.0008247092,0.00026166154],"domain_scores_gemma":[0.99514234,0.00085427816,0.0020169923,0.00076576095,0.0011315097,0.00008910554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016384092,0.00021491358,0.00085388636,0.000106262916,0.00010569078,0.000003717849,0.0008605331,0.000100461395,0.000055455614],"category_scores_gemma":[0.0008990098,0.00012213555,0.0006013564,0.00027403267,0.0003614181,0.00012566375,0.00009447403,0.0004081998,3.3883285e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.049092207,0.014609309,0.105108775,0.0032908868,0.0052591367,0.000029049274,0.03639173,0.020513374,0.08524928,0.0012395697,0.60850805,0.070708625],"study_design_scores_gemma":[0.027515778,0.02173387,0.41212574,0.011761351,0.006152125,0.000091537644,0.0044035167,0.016206872,0.48695514,0.010187286,0.002145976,0.00072081503],"about_ca_topic_score_codex":0.0001682732,"about_ca_topic_score_gemma":0.000028242483,"teacher_disagreement_score":0.60636204,"about_ca_system_score_codex":0.00004205274,"about_ca_system_score_gemma":0.0001313877,"threshold_uncertainty_score":0.49805433},"labels":[],"label_agreement":null},{"id":"W2122400556","doi":"10.1093/gerona/glp186","title":"Frailty, Body Mass Index, and Abdominal Obesity in Older People","year":2009,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":470,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"Dalhousie University","keywords":"Waist; Body mass index; Underweight; Gerontology; Medicine; Obesity; Abdominal obesity; Wasting; Circumference; Demography; Weight loss; Sarcopenia; Overweight; Internal medicine","score_opus":0.026841248167307364,"score_gpt":0.3151974600982495,"score_spread":0.28835621193094213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122400556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95833653,0.0025625078,0.00022288512,0.036872305,0.00010937905,0.0002764992,0.0000032994562,0.000017846316,0.0015987423],"genre_scores_gemma":[0.9967771,0.0007012559,0.00073146645,0.00081258954,0.00009526688,0.000004262136,0.0000014499916,0.000010053141,0.0008665254],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986577,0.00012926431,0.00046147048,0.0001767644,0.00023001578,0.00034479203],"domain_scores_gemma":[0.9990912,0.00013304452,0.00021592203,0.00033497534,0.00011172529,0.000113136135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005172438,0.0001702473,0.00059472845,0.000128928,0.00008394119,0.000015805288,0.00018470643,0.00016964335,0.00028898602],"category_scores_gemma":[0.00022128577,0.000118150776,0.000069615846,0.00015457439,0.00024609093,0.00020737857,0.000045477944,0.00047683378,0.000005452305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028060975,0.00053073664,0.94900584,0.00012460486,0.00016156433,0.00025636668,0.006190305,0.000015735237,0.020612674,0.0006106844,0.004620348,0.015065027],"study_design_scores_gemma":[0.002201364,0.0006743202,0.9882719,0.00016571154,0.00006441562,0.0019358128,0.0011104515,0.00007537162,0.0014553418,0.0035748133,0.00036400306,0.00010652861],"about_ca_topic_score_codex":0.00023182617,"about_ca_topic_score_gemma":0.001767192,"teacher_disagreement_score":0.03926601,"about_ca_system_score_codex":0.000043333384,"about_ca_system_score_gemma":0.000072552044,"threshold_uncertainty_score":0.48180488},"labels":[],"label_agreement":null},{"id":"W2122492278","doi":"10.1093/ageing/afs185","title":"An assessment of neurocognitive speed in relation to frailty","year":2013,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Alberta","funders":"","keywords":"Medicine; Neurocognitive; Gerontology; Relation (database); Psychiatry; Cognition; Data mining","score_opus":0.02896515408572179,"score_gpt":0.3390442667537029,"score_spread":0.3100791126679811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122492278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99254537,0.000010400405,0.00045701498,0.00055481435,0.000024140782,0.00035694498,0.0000010150168,0.000013817096,0.0060365046],"genre_scores_gemma":[0.997438,0.0000059327367,0.0017220975,0.00052714907,0.000033703705,0.0000069825273,0.000010498423,0.0000070156966,0.00024860774],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99952817,0.000025331075,0.00013338185,0.0001258267,0.00009460094,0.00009267718],"domain_scores_gemma":[0.9997237,0.000045528483,0.000028002194,0.00009584645,0.000038728496,0.00006824492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000062731306,0.000053734057,0.000117117816,0.00007530389,0.00001512145,0.000011214781,0.00002267892,0.000030165085,0.00006593533],"category_scores_gemma":[0.00006994248,0.000048185568,0.000012363347,0.000102521924,0.000014305408,0.00014334655,0.000017460348,0.000096906624,0.0000096764115],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037593487,0.00031995785,0.19436118,0.00016964751,0.000032424345,0.0037064923,0.006475799,0.0001109095,0.5338202,0.00026163278,0.000453991,0.26025018],"study_design_scores_gemma":[0.00057679426,0.00023265356,0.99574053,0.00017266234,0.000009905041,0.000004896391,0.0002687088,0.0016944712,0.00095478055,0.00020691061,0.00008943481,0.000048221336],"about_ca_topic_score_codex":0.00047628384,"about_ca_topic_score_gemma":0.000059531576,"teacher_disagreement_score":0.8013794,"about_ca_system_score_codex":0.000013613019,"about_ca_system_score_gemma":0.000011123161,"threshold_uncertainty_score":0.19649504},"labels":[],"label_agreement":null},{"id":"W2122753485","doi":"10.12968/ijpn.2013.19.1.39","title":"A profile of hospice-at-home physiotherapy for community-dwelling palliative care patients","year":2013,"lang":"en","type":"article","venue":"International Journal of Palliative Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Referral; Palliative care; Physical therapy; Audit; Psychological intervention; Rehabilitation; Clinical audit; Nursing","score_opus":0.034995864428326785,"score_gpt":0.3720854648888935,"score_spread":0.3370896004605667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122753485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99128056,0.00037724254,0.0042331787,0.0014798881,0.0010440104,0.0007508785,0.00009747225,0.000011966242,0.0007247801],"genre_scores_gemma":[0.9838822,0.00006221517,0.015094176,0.00024073024,0.00035994925,0.000022706783,0.000086915315,0.000035135527,0.00021598974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813825,0.00010311739,0.0006879265,0.00012624035,0.0007414134,0.0002030262],"domain_scores_gemma":[0.99345,0.0004468941,0.0009889653,0.0001511154,0.0048489473,0.0001140847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014279228,0.00018660157,0.0004236841,0.00023898123,0.00010634357,0.000029241426,0.0003542341,0.00008172054,0.00017304141],"category_scores_gemma":[0.00028467138,0.00015890005,0.0002674105,0.00011177362,0.00014876445,0.00025469027,0.000029854185,0.000385352,0.000011679242],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041193548,0.0039841263,0.68296486,0.0006698948,0.0026665751,0.000016516791,0.1376716,0.0004090503,0.043844834,0.0004741071,0.007160983,0.11601808],"study_design_scores_gemma":[0.010750659,0.0029492637,0.9224861,0.0061241942,0.00013341928,0.00000569705,0.008823719,0.0010532031,0.043940738,0.002755369,0.0007096155,0.00026802582],"about_ca_topic_score_codex":0.00007054949,"about_ca_topic_score_gemma":0.000008698675,"teacher_disagreement_score":0.23952122,"about_ca_system_score_codex":0.0009279176,"about_ca_system_score_gemma":0.000111488414,"threshold_uncertainty_score":0.64797556},"labels":[],"label_agreement":null},{"id":"W2122934004","doi":"10.1186/1745-6215-12-143","title":"The Home-Based Older People's Exercise (HOPE) trial: study protocol for a randomised controlled trial","year":2011,"lang":"en","type":"article","venue":"Trials","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Physical therapy; Quality of life (healthcare); Activities of daily living; Psychological intervention; Intervention (counseling); Geriatric Depression Scale; Adverse effect; Clinical trial; Gerontology; Anxiety; Depressive symptoms; Internal medicine","score_opus":0.1407560173823739,"score_gpt":0.4144606028206252,"score_spread":0.27370458543825127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122934004","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02223828,0.000029813093,0.00041241443,0.000835203,0.0016616983,0.97361153,0.000014065759,0.00023761523,0.00095938455],"genre_scores_gemma":[0.04676494,0.0000030572944,0.00044840103,0.00017200217,0.0015396152,0.9471277,0.000010165883,0.000097681084,0.0038364439],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9928264,0.00210843,0.0029686915,0.00062762364,0.0008116791,0.0006571911],"domain_scores_gemma":[0.98568165,0.011041103,0.0012593277,0.0012501868,0.00048025974,0.0002874828],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01668903,0.0005061249,0.003821936,0.0001880751,0.00033750894,0.00012389699,0.00044369325,0.0002281212,0.0009245622],"category_scores_gemma":[0.020563584,0.0002669999,0.0014241327,0.00029605007,0.000108467204,0.00009453153,0.000045604207,0.00025343403,0.00007221413],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97483283,0.0049434607,0.000040266044,0.000104318766,0.00057893095,0.0000117042755,0.0016407692,7.7531763e-7,0.00006515136,0.000018273568,0.013186095,0.0045774267],"study_design_scores_gemma":[0.9790512,0.012961428,0.00019812166,0.0001990253,0.0019398361,0.0000017546755,0.00039168532,0.00008511407,0.00087675604,0.0001920519,0.003792845,0.0003102262],"about_ca_topic_score_codex":0.000098933444,"about_ca_topic_score_gemma":0.00009816887,"teacher_disagreement_score":0.02648383,"about_ca_system_score_codex":0.00008245539,"about_ca_system_score_gemma":0.000737987,"threshold_uncertainty_score":0.99998873},"labels":[],"label_agreement":null},{"id":"W2123048915","doi":"10.1016/j.archger.2015.01.016","title":"Frailty in NHANES: Comparing the frailty index and phenotype","year":2015,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":438,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Frailty Index; Gerontology; Medicine; National Health and Nutrition Examination Survey; Activities of daily living; Index (typography); Frailty syndrome; Population; Physical therapy; Environmental health","score_opus":0.068456395113339,"score_gpt":0.3104388405465597,"score_spread":0.24198244543322067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123048915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852146,0.00403047,0.0007764604,0.0018390872,0.00014393954,0.00023335287,0.0000035041437,0.000018997189,0.007739613],"genre_scores_gemma":[0.9978236,0.00028052577,0.0013607136,0.00019444026,0.00006855241,0.000007051734,0.0000070572987,0.000009208082,0.00024886068],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990653,0.000094063726,0.00027321267,0.00022244357,0.00011745766,0.00022751634],"domain_scores_gemma":[0.9990402,0.00046691665,0.00009344355,0.0002457825,0.000027539685,0.00012613324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020257272,0.00012984725,0.0003729974,0.00012091463,0.000046952006,0.0000073534866,0.00010906767,0.00010212705,0.000007891493],"category_scores_gemma":[0.00032006876,0.00009466916,0.00002897329,0.00011486104,0.00046242043,0.00005489012,0.00013348274,0.00028151984,0.0000024213584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009054604,0.00012657628,0.945473,0.0001441092,0.0000618163,0.000031408246,0.012023607,0.000025280178,0.00026973165,0.0018249329,0.00052109704,0.038592968],"study_design_scores_gemma":[0.0034424923,0.00031955526,0.98280025,0.00004628848,0.000054941374,0.000118327865,0.0011868604,0.0022656831,0.000082653794,0.0069654253,0.0025928153,0.00012468178],"about_ca_topic_score_codex":0.0004800335,"about_ca_topic_score_gemma":0.0011632328,"teacher_disagreement_score":0.038468286,"about_ca_system_score_codex":0.000009557921,"about_ca_system_score_gemma":0.00007479443,"threshold_uncertainty_score":0.38604963},"labels":[],"label_agreement":null},{"id":"W2123662332","doi":"10.1634/theoncologist.2014-0180","title":"How to Implement a Geriatric Assessment in Your Clinical Practice","year":2014,"lang":"en","type":"review","venue":"The Oncologist","topic":"Frailty in Older Adults","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Psychosocial; Geriatric oncology; Medicine; Psychological intervention; Clinical Practice; Population; Disease; Health care; Family medicine; Cancer; Gerontology; Intensive care medicine; Nursing; Psychiatry; Pathology; Internal medicine","score_opus":0.22050453729119543,"score_gpt":0.5553935414049408,"score_spread":0.33488900411374534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123662332","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000060697207,0.9232586,0.0003632498,0.05321865,0.001420335,0.0054396945,0.000034554934,0.00008357995,0.01617524],"genre_scores_gemma":[0.000044085784,0.9782564,0.009699274,0.0028552685,0.0019522721,0.00078050245,0.000083071835,0.00006539706,0.0062637213],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99510914,0.0016374988,0.0014480731,0.0006717788,0.00057598855,0.0005575266],"domain_scores_gemma":[0.9932988,0.0039990386,0.0009459464,0.0013417474,0.00015364708,0.000260802],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0061128684,0.0004616549,0.0027837385,0.00019760705,0.00007119367,0.00009878332,0.0006669436,0.0004513623,0.000091445654],"category_scores_gemma":[0.0074753836,0.00026138176,0.00055660727,0.0006099196,0.000108158834,0.00005763123,0.00046907717,0.0017692391,0.00035364673],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038559927,0.00042253194,0.000042520285,0.0028652519,0.00017265163,0.00019225372,0.000040861054,2.915307e-7,4.9844715e-8,0.00026192542,0.06729791,0.92866516],"study_design_scores_gemma":[0.0010670226,0.0017092493,0.0005181553,0.0029359956,0.0019228755,0.00032073536,0.0001751432,0.000003939469,3.01968e-8,0.000017301603,0.99106365,0.00026588867],"about_ca_topic_score_codex":0.00020003344,"about_ca_topic_score_gemma":0.00023049652,"teacher_disagreement_score":0.9283993,"about_ca_system_score_codex":0.0013645614,"about_ca_system_score_gemma":0.001767287,"threshold_uncertainty_score":0.99998385},"labels":[],"label_agreement":null},{"id":"W2124591867","doi":"10.1016/j.eurger.2015.06.001","title":"Resilience and frailty: Further steps, best taken together","year":2015,"lang":"en","type":"article","venue":"European Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Resilience (materials science); Gerontology","score_opus":0.04980069864757261,"score_gpt":0.2929988383163105,"score_spread":0.2431981396687379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124591867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5889623,0.009937812,0.0009607116,0.023297234,0.0012438751,0.0009150274,0.0000097823295,0.00032842174,0.37434486],"genre_scores_gemma":[0.91739875,0.00046721628,0.0023747215,0.0034491073,0.0031746204,0.000008523799,0.000030193352,0.00013963856,0.072957225],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99761134,0.00026811683,0.0004922954,0.00054210424,0.0006727299,0.0004133968],"domain_scores_gemma":[0.9980533,0.0001211861,0.0001517663,0.00071356865,0.00020981784,0.00075032684],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012003053,0.000298118,0.0004773837,0.00021151951,0.000058510017,0.000019329531,0.0002237978,0.000069698915,0.0006284336],"category_scores_gemma":[0.001422487,0.00021659583,0.000042957836,0.00047591055,0.00035013247,0.000105717074,0.00014585847,0.0003310096,0.0010409361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009221489,0.0004754512,0.07616731,0.00038715664,0.00024183607,0.0029990121,0.024702556,0.000016711816,0.008036023,0.00025958498,0.5380484,0.3477438],"study_design_scores_gemma":[0.014742765,0.003829653,0.10175894,0.0007224937,0.00048350182,0.0012701382,0.0049869022,0.00016729733,0.000222458,0.00018809352,0.87096643,0.0006612982],"about_ca_topic_score_codex":0.00013673014,"about_ca_topic_score_gemma":0.000010402186,"teacher_disagreement_score":0.34708253,"about_ca_system_score_codex":0.0000644608,"about_ca_system_score_gemma":0.00010094251,"threshold_uncertainty_score":0.99973685},"labels":[],"label_agreement":null},{"id":"W2124650440","doi":"10.1093/ageing/afu038.6","title":"81 * GAIT VELOCITY IN A COGNITIVELY IMPAIRED POPULATION DURING AN ACUTE HOSPITAL ADMISSION","year":2014,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Cognition; Mann–Whitney U test; Cognitive impairment; Gait; Population; Physical therapy; Internal medicine; Psychiatry","score_opus":0.011229327388099274,"score_gpt":0.26313248767948705,"score_spread":0.25190316029138776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124650440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988448,0.000029336836,0.0001029617,0.00039995566,0.00004914024,0.00019649448,0.000002276859,0.00006069153,0.00031431238],"genre_scores_gemma":[0.9989023,0.000015833846,0.0005031957,0.00014973576,0.00014989685,0.000006178562,0.000055779597,0.000014522392,0.00020253056],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99929404,0.000039052047,0.00015199125,0.00021438161,0.00011993977,0.0001805938],"domain_scores_gemma":[0.99967235,0.000028240876,0.00004399457,0.000103951454,0.000023280078,0.00012817448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010836399,0.00010083375,0.00016890645,0.000074448864,0.000078709956,0.000024630455,0.000030505546,0.00006535939,0.000015833948],"category_scores_gemma":[0.0001377756,0.0000915034,0.000026193815,0.00009053178,0.00001827376,0.00021447215,0.00003414988,0.00013436764,0.000004555092],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005475013,0.0005682832,0.38469398,0.0005274343,0.00011170264,0.02253894,0.014230898,0.000012283923,0.108476914,0.00006318249,0.00019202886,0.46803683],"study_design_scores_gemma":[0.0018201343,0.0002872251,0.99428445,0.00041184953,0.000033171887,0.000032735046,0.00013699959,0.0014857507,0.0011753534,0.00016280985,0.000050577903,0.00011893568],"about_ca_topic_score_codex":0.00035542602,"about_ca_topic_score_gemma":0.00008334433,"teacher_disagreement_score":0.6095905,"about_ca_system_score_codex":0.00003300123,"about_ca_system_score_gemma":0.00000852555,"threshold_uncertainty_score":0.37314004},"labels":[],"label_agreement":null},{"id":"W2125713263","doi":"10.1111/ggi.12269","title":"Incidence and risk factors for impaired mobility in older cardiac surgery patients during the early postoperative period","year":2014,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Incidence (geometry); Heart failure; Cardiac surgery; COPD; Coronary artery disease; Logistic regression; Retrospective cohort study; Internal medicine; Surgery","score_opus":0.014911884830816138,"score_gpt":0.27329244675724823,"score_spread":0.2583805619264321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125713263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987828,0.00066763774,0.0009242756,0.004417567,0.0041723866,0.0012206396,0.00045422238,0.000066635264,0.00024862424],"genre_scores_gemma":[0.9963327,0.0009900356,0.0008880487,0.00026473062,0.00047909227,0.00021188089,0.0003467103,0.000045293305,0.00044149108],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99631363,0.00037557728,0.0010957228,0.0010256604,0.0005490229,0.0006404134],"domain_scores_gemma":[0.9956334,0.00216269,0.0006187747,0.00044690032,0.00092264026,0.00021556663],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012013642,0.00049981097,0.00092207885,0.00061301136,0.00032947102,0.00013825891,0.00046024183,0.00047941122,0.00011373639],"category_scores_gemma":[0.0037656191,0.0004148949,0.0002832601,0.00023885314,0.00041773307,0.00041922688,0.0003057174,0.0005634927,0.000006708245],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064815057,0.00030197244,0.98936695,0.000044401593,0.0003984534,0.00001125875,0.0035749937,0.000014166383,0.000087415436,0.00058937643,0.0007609882,0.0042018653],"study_design_scores_gemma":[0.0028606423,0.00026892833,0.99161416,0.000026084614,0.00015361492,0.0000848816,0.0004696929,0.0012369222,0.00006867465,0.00040661468,0.0024368428,0.00037291262],"about_ca_topic_score_codex":0.0016025748,"about_ca_topic_score_gemma":0.0011393786,"teacher_disagreement_score":0.0085047055,"about_ca_system_score_codex":0.00045607777,"about_ca_system_score_gemma":0.00015053274,"threshold_uncertainty_score":0.9998303},"labels":[],"label_agreement":null},{"id":"W2125781773","doi":"","title":"Realigning training with need: A case for mandatory family medicine resident experience in community-based care of the frail elderly.","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Gerontology; Vulnerability (computing); Cognition; Medicine; Training (meteorology); Cognitive training; Family medicine; Psychiatry; Computer science; Computer security","score_opus":0.08373076761722006,"score_gpt":0.30339949406010813,"score_spread":0.21966872644288807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125781773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925236,0.00019365393,0.00073596695,0.0023110127,0.00013410689,0.0017335771,0.0000133505255,0.000044375356,0.0023103515],"genre_scores_gemma":[0.99589884,0.0000026093103,0.0006115465,0.001445609,0.000088202665,0.0017718085,0.000021339332,0.000032183296,0.00012784585],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983994,0.00025592768,0.0003903976,0.00020297333,0.00036257753,0.0003887262],"domain_scores_gemma":[0.99812245,0.0006658504,0.00016870472,0.0007297102,0.00017035147,0.00014290979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009631872,0.00017241488,0.00040233138,0.00015423355,0.00016621467,0.000008524372,0.00024063737,0.000084052714,0.0000041504904],"category_scores_gemma":[0.00091371324,0.00011197616,0.000057147758,0.0002562822,0.0003612037,0.00006081269,0.000045099907,0.00038310632,2.1601238e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022005555,0.0002912917,0.14214915,0.003471921,0.00014136254,0.0005178931,0.51505286,0.00044752622,0.0017280271,0.00026789508,0.005051839,0.32867968],"study_design_scores_gemma":[0.0259352,0.002098758,0.5839708,0.0033192532,0.00030059257,0.0006807209,0.35833478,0.00063077215,0.007556286,0.00014344278,0.016473852,0.00055554294],"about_ca_topic_score_codex":0.0027530692,"about_ca_topic_score_gemma":0.0033746858,"teacher_disagreement_score":0.44182166,"about_ca_system_score_codex":0.00013095626,"about_ca_system_score_gemma":0.000109181456,"threshold_uncertainty_score":0.45662552},"labels":[],"label_agreement":null},{"id":"W2126169255","doi":"10.1186/1748-5908-8-76","title":"Evaluation of a multisite educational intervention to improve mobilization of older patients in hospital: protocol for mobilization of vulnerable elders in Ontario (MOVE ON)","year":2013,"lang":"en","type":"article","venue":"Implementation Science","topic":"Frailty in Older Adults","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; Canada Research Chairs; University of Toronto; Sunnybrook Health Science Centre","funders":"University of Toronto; Ontario Ministry of Health and Long-Term Care; London Health Sciences Centre; Hamilton Health Sciences","keywords":"Medicine; Mobilization; Intervention (counseling); Health administration; Focus group; Health services research; Adverse effect; Public health; Physical therapy; Nursing; Internal medicine","score_opus":0.0508013672518924,"score_gpt":0.4529229571506765,"score_spread":0.4021215898987841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126169255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8898911,5.793289e-7,0.0019096835,0.00017487336,0.00010419368,0.10782535,0.000016172537,0.0000037025345,0.00007433242],"genre_scores_gemma":[0.9077406,1.3354365e-7,0.0025242048,0.000035209632,0.000006498947,0.089543074,0.00009525203,0.000008330098,0.000046716435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973502,0.00009282231,0.0009146521,0.00033322774,0.0011246535,0.00018440279],"domain_scores_gemma":[0.9964701,0.00011607203,0.00050337246,0.00021630763,0.0026385507,0.000055577435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018969168,0.000105035135,0.00019043685,0.00064674404,0.0000315283,0.000014715199,0.00012211723,0.000037402206,0.0005170116],"category_scores_gemma":[0.0011827678,0.00010425246,0.000045011544,0.00082934386,0.000084602514,0.0006609266,0.00003156567,0.00006293842,0.0000028690295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017216076,0.0026983737,0.85908574,0.00032729606,0.000012828096,2.4163064e-8,0.010711751,0.004198001,0.036893915,0.00018873226,0.00024954177,0.085461624],"study_design_scores_gemma":[0.0088438,0.0014816365,0.8810469,0.000359649,0.000017725939,1.0107727e-7,0.0013946391,0.006354724,0.09995021,0.00045942483,0.000010865452,0.00008034151],"about_ca_topic_score_codex":0.026483031,"about_ca_topic_score_gemma":0.034441765,"teacher_disagreement_score":0.085381284,"about_ca_system_score_codex":0.00084247446,"about_ca_system_score_gemma":0.00063216325,"threshold_uncertainty_score":0.9831772},"labels":[],"label_agreement":null},{"id":"W2126195161","doi":"10.1161/circulationaha.111.025452","title":"Frailty Is Independently Associated With Short-Term Outcomes for Elderly Patients With Non–ST-Segment Elevation Myocardial Infarction","year":2011,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":358,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Myocardial infarction; Odds ratio; Confidence interval; Internal medicine; Comorbidity; Stroke (engine); ST segment; Coronary artery disease; Revascularization; Cardiology; Logistic regression","score_opus":0.041765671450329216,"score_gpt":0.2709220355879013,"score_spread":0.22915636413757207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126195161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766025,0.000003621031,0.02040367,0.00016019985,0.00021601851,0.0020102677,0.000059116333,0.00010557432,0.00043902537],"genre_scores_gemma":[0.9970035,0.0000010722459,0.0008748148,0.00029968738,0.00007652978,0.00017935879,0.001390975,0.00005067765,0.00012339477],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983144,0.000028460508,0.00034243226,0.0003835403,0.0006512801,0.00027987896],"domain_scores_gemma":[0.99870795,0.000048046742,0.00021613276,0.0003165294,0.0006037244,0.00010760826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015072532,0.00023432911,0.00030848838,0.00015926977,0.00012418567,0.000028644514,0.00006540876,0.00019376776,0.00008474789],"category_scores_gemma":[0.00010581657,0.00018905029,0.00009126279,0.0002109742,0.00004233747,0.00036742567,0.000013670774,0.0001565913,0.000011699586],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033248708,0.00030964435,0.9874247,0.00003515037,0.0003740535,0.0000014943573,0.0011989112,0.000030057412,0.0002904961,0.000014334172,0.00016454583,0.009824154],"study_design_scores_gemma":[0.0055439994,0.00087790395,0.99176705,0.00014006309,0.00036645585,0.0000027182555,0.000055633813,0.00047751705,0.00038210492,0.000081159764,0.00006583464,0.00023956156],"about_ca_topic_score_codex":0.0000611213,"about_ca_topic_score_gemma":0.00007144474,"teacher_disagreement_score":0.020400984,"about_ca_system_score_codex":0.00034849765,"about_ca_system_score_gemma":0.00009084354,"threshold_uncertainty_score":0.7709247},"labels":[],"label_agreement":null},{"id":"W2126592640","doi":"10.5770/cgj.15.35","title":"FRAILTY: A Report from the 3rd Joint Workshop of IAGG/WHO/SFGG, Athens, January 2012","year":2012,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; Capital District Health Authority","funders":"","keywords":"Medicine; Operationalization; Vulnerability (computing); Gerontology; Computer security","score_opus":0.04246364380349517,"score_gpt":0.27396795060009826,"score_spread":0.2315043067966031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126592640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88779026,0.03856675,0.0010828845,0.0514299,0.006979631,0.0009242273,0.0003265716,0.000056585675,0.012843193],"genre_scores_gemma":[0.97316337,0.0010501302,0.00329613,0.0045966282,0.009041302,0.000013625947,0.00010252319,0.000106598825,0.008629724],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99705684,0.00012988657,0.0009363234,0.00024541322,0.00066207885,0.0009694265],"domain_scores_gemma":[0.9958753,0.0002745446,0.0005775534,0.00087221625,0.00038336808,0.0020170335],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012919813,0.0002832355,0.00056960626,0.00035693435,0.00027540053,0.000074893105,0.00035027714,0.0002855594,0.0012788366],"category_scores_gemma":[0.0015856415,0.00021094382,0.00032466164,0.0005415078,0.00014052939,0.00033302436,0.00006266864,0.0011678848,0.000122901],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050803676,0.00008218704,0.0884508,0.000026431424,0.0002996764,0.0015164093,0.0035021394,0.000008810151,0.00033029655,0.000076225544,0.8906178,0.015038437],"study_design_scores_gemma":[0.001231599,0.00006283907,0.27793187,0.00026013827,0.0004108518,0.008354586,0.00087247894,0.000029131319,0.0001825682,0.00046204083,0.709884,0.00031789605],"about_ca_topic_score_codex":0.016059063,"about_ca_topic_score_gemma":0.019313386,"teacher_disagreement_score":0.18948106,"about_ca_system_score_codex":0.00060747727,"about_ca_system_score_gemma":0.0019322681,"threshold_uncertainty_score":0.99963415},"labels":[],"label_agreement":null},{"id":"W2126835544","doi":"10.1016/j.jamda.2015.03.027","title":"A Frailty Index Based on Common Laboratory Tests in Comparison With a Clinical Frailty Index for Older Adults in Long-Term Care Facilities","year":2015,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Frailty Index; Akaike information criterion; Blood pressure; Statistic; Physical therapy; Gerontology; Long-term care; Internal medicine; Emergency medicine; Statistics","score_opus":0.02719873935814499,"score_gpt":0.35736671468295156,"score_spread":0.3301679753248066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126835544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99366283,0.00018926412,0.00017823627,0.0045663826,0.00052370096,0.0007030989,0.000045665856,0.000026561613,0.00010425352],"genre_scores_gemma":[0.99750394,0.000020338759,0.00016220535,0.0017965598,0.0003529882,0.00003212867,0.000023303335,0.000035358284,0.000073202384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947168,0.0008695351,0.0013588833,0.00029456028,0.0023236708,0.00043654515],"domain_scores_gemma":[0.99443525,0.0020207886,0.0018546917,0.00034456846,0.00083246984,0.00051220396],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002386919,0.00027460788,0.001275699,0.00032440346,0.00004803049,0.000028901542,0.000375258,0.00029843935,0.00002458778],"category_scores_gemma":[0.01241271,0.00018117257,0.00024297724,0.0008760045,0.00027848233,0.00012784512,0.000049212296,0.0016264389,0.0000027797103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002809451,0.0009761253,0.96548414,0.00010376336,0.000090170375,0.000050792365,0.0022694732,0.0001944623,0.0000031989027,4.1655252e-7,0.003556906,0.02446111],"study_design_scores_gemma":[0.01197168,0.0018318621,0.9777875,0.0024027065,0.00007357977,0.000007291809,0.0019548754,0.0032259456,0.000048077232,0.000007113847,0.00049973675,0.00018961576],"about_ca_topic_score_codex":0.0011472636,"about_ca_topic_score_gemma":0.006909789,"teacher_disagreement_score":0.024271494,"about_ca_system_score_codex":0.002066802,"about_ca_system_score_gemma":0.0016046038,"threshold_uncertainty_score":0.9959062},"labels":[],"label_agreement":null},{"id":"W2126868252","doi":"10.1017/s0714980800015166","title":"Clinical Research on Older Adults in Canada: Summary of Recent Progress","year":2001,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geriatrics; Dementia; Specialty; Gerontology; Geriatric psychiatry; Medicine; Health care; Family medicine; Bioethics; Clinical trial; MEDLINE; Psychiatry; Political science","score_opus":0.04618845750556004,"score_gpt":0.3258689391003171,"score_spread":0.27968048159475706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126868252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.952748,0.001178745,0.0000015855228,0.038200036,0.0013874759,0.00081647275,0.00004824231,0.000009430749,0.0056100334],"genre_scores_gemma":[0.9946704,0.0015936926,0.000109257075,0.0019911546,0.00058198423,0.000040149975,0.000037858194,0.000070764116,0.0009047768],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995337,0.0005761027,0.0012845666,0.00061252975,0.00053832977,0.0016514747],"domain_scores_gemma":[0.99410605,0.0004937526,0.00028042382,0.00070334534,0.0008456642,0.0035707839],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031484384,0.000334609,0.00073049456,0.0012074116,0.00023736368,0.000054488573,0.0004928829,0.00016506683,0.0007593112],"category_scores_gemma":[0.0011360392,0.00032171168,0.00014703126,0.0010538233,0.0002460964,0.00008299375,0.00003230436,0.0019637642,0.000018023082],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00045303247,0.000352031,0.6746358,0.00027532037,0.0001986019,0.031750403,0.0024459802,0.00020576423,0.0000047866774,0.000538847,0.07418621,0.21495321],"study_design_scores_gemma":[0.0034810118,0.00092793116,0.53314984,0.008167796,0.00003556243,0.0013857929,0.002308982,0.00026149,0.000036595015,0.000036169637,0.44985673,0.00035208696],"about_ca_topic_score_codex":0.9124096,"about_ca_topic_score_gemma":0.999163,"teacher_disagreement_score":0.3756705,"about_ca_system_score_codex":0.008612971,"about_ca_system_score_gemma":0.011221198,"threshold_uncertainty_score":0.99992347},"labels":[],"label_agreement":null},{"id":"W2126930781","doi":"10.1111/jocn.12529","title":"The care of older adults in hospital: if it's common sense why isn't it common practice?","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Harm; Gerontological nursing; Nursing; Specialty; Acute care; Mythology; Medicine; Nursing care; Psychology; Family medicine; Health care; Social psychology","score_opus":0.02319122906393311,"score_gpt":0.4023301235920655,"score_spread":0.3791388945281324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126930781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80310494,0.0010314361,0.0001555251,0.1856686,0.0027007402,0.00040579398,0.000003150559,0.000014101205,0.006915709],"genre_scores_gemma":[0.99261737,0.00047865658,0.0016185564,0.0041562384,0.0010074816,0.0000012565523,0.0000032841076,0.000038403123,0.00007874482],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9949767,0.00086277915,0.0027154682,0.00022098231,0.00086251495,0.00036153855],"domain_scores_gemma":[0.98906434,0.0072380174,0.001924683,0.0005360477,0.00092515437,0.00031175895],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0031818664,0.0002099428,0.0010988122,0.00012317223,0.00009377645,0.000042585038,0.0002728569,0.0002886737,0.000025906413],"category_scores_gemma":[0.010805155,0.00014290259,0.00044577973,0.0002242099,0.00042222528,0.0003044392,0.000043058517,0.0017410289,0.00000985386],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008941262,0.005339134,0.08084771,0.00037352223,0.0003174891,0.00069351494,0.021258652,0.00010706761,0.000057315217,0.00019685407,0.17652605,0.7053414],"study_design_scores_gemma":[0.035811182,0.017983925,0.63844734,0.045439262,0.0014398318,0.0023137094,0.062156722,0.0030424513,0.00082937017,0.0012241348,0.19056243,0.00074964477],"about_ca_topic_score_codex":0.00006558043,"about_ca_topic_score_gemma":0.00011956984,"teacher_disagreement_score":0.7045918,"about_ca_system_score_codex":0.00014472529,"about_ca_system_score_gemma":0.00015321793,"threshold_uncertainty_score":0.99752724},"labels":[],"label_agreement":null},{"id":"W2127374833","doi":"10.1155/2012/468156","title":"Physical Activity across Frailty Phenotypes in Females with Parkinson’s Disease","year":2012,"lang":"en","type":"article","venue":"Journal of Aging Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of British Columbia, Okanagan Campus; Okanagan University College; University of British Columbia","funders":"Canadian Institutes of Health Research; Parkinson Society Canada","keywords":"Physical activity; Correlation; Medicine; Algorithm; Gerontology; Mathematics; Physical therapy; Geometry","score_opus":0.13348129500859468,"score_gpt":0.45094176168926137,"score_spread":0.3174604666806667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127374833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99354404,0.0008543744,0.00003037142,0.0047941958,0.00009121343,0.00017256697,0.0000035819423,0.00001056672,0.0004990876],"genre_scores_gemma":[0.9977918,0.000058800208,0.00044714595,0.000057499507,0.001046253,0.000006514196,9.351906e-7,0.000025205925,0.00056581135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975172,0.00020466896,0.00017795345,0.00014361647,0.0012716256,0.00068492483],"domain_scores_gemma":[0.9982437,0.0003820382,0.00010096026,0.00026479768,0.00040516036,0.0006033567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015495989,0.000121493875,0.00032213266,0.00023572896,0.00009711193,0.000047657355,0.00018385984,0.00004315756,0.000033008124],"category_scores_gemma":[0.00064089504,0.000082283295,0.000088480396,0.00043169578,0.00023206594,0.00045832442,0.000098217846,0.001258099,0.00002616647],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013119916,0.0017565261,0.9467395,0.00020358658,0.000051845567,0.0003103296,0.002964153,0.000017254784,0.0019484393,0.000028717677,0.001114799,0.043552876],"study_design_scores_gemma":[0.001394979,0.0002806202,0.9871841,0.0008394617,0.000021647871,0.0001309743,0.0006694626,0.000100001875,0.0035922735,0.000092011855,0.005602909,0.00009153342],"about_ca_topic_score_codex":0.000093867246,"about_ca_topic_score_gemma":0.0000470416,"teacher_disagreement_score":0.04346134,"about_ca_system_score_codex":0.00027833798,"about_ca_system_score_gemma":0.0005141184,"threshold_uncertainty_score":0.5465884},"labels":[],"label_agreement":null},{"id":"W2127596908","doi":"10.1017/s0714980814000129","title":"Exploring the Many Facets of Research in Late-Life Issues","year":2014,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute of Aging","funders":"","keywords":"Content (measure theory); Internet privacy; Computer science; World Wide Web; Psychology","score_opus":0.0804150649548319,"score_gpt":0.3037763405372509,"score_spread":0.22336127558241897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127596908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.926845,0.0005964746,0.000015236195,0.06788672,0.00077116076,0.00037294842,0.000010615222,0.00001174286,0.0034901104],"genre_scores_gemma":[0.99637586,0.00036420414,0.000112491325,0.0010600643,0.0005824948,0.00004084452,0.0000065498552,0.000051249557,0.0014062659],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971836,0.00042520606,0.00061415427,0.0003289012,0.00031151742,0.0011365768],"domain_scores_gemma":[0.9966255,0.00035683074,0.00014156115,0.00059746293,0.0003653956,0.00191326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003769356,0.00022693933,0.00043963903,0.0011252516,0.00035142637,0.00010140686,0.00046662826,0.00006974429,0.0001928846],"category_scores_gemma":[0.0014477224,0.0001837146,0.00011244032,0.0007088473,0.00022390121,0.00015038584,0.000032913063,0.0011809131,0.000035441],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004394054,0.0005547391,0.32341003,0.0032519032,0.0011122163,0.016998162,0.20174238,0.020180888,0.0035121294,0.07857448,0.08546251,0.26476115],"study_design_scores_gemma":[0.0020795602,0.00069511094,0.24840547,0.005865935,0.00005066594,0.00063158787,0.0050393217,0.0018140168,0.0006846074,0.00074703194,0.7335816,0.0004050858],"about_ca_topic_score_codex":0.08098064,"about_ca_topic_score_gemma":0.43115187,"teacher_disagreement_score":0.6481191,"about_ca_system_score_codex":0.0012772786,"about_ca_system_score_gemma":0.0007709257,"threshold_uncertainty_score":0.9251392},"labels":[],"label_agreement":null},{"id":"W2127864943","doi":"10.1093/gerona/glr007","title":"Gait Variability Is Associated With Frailty in Community-dwelling Older Adults","year":2011,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":198,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Parkwood Institute; Lawson Health Research Institute; Western University","funders":"Canadian Institutes of Health Research","keywords":"Gait; STRIDE; Physical medicine and rehabilitation; Preferred walking speed; Poison control; Medicine","score_opus":0.0776604643929587,"score_gpt":0.30977288519451385,"score_spread":0.23211242080155514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2127864943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887249,0.000471687,0.00015203316,0.004612516,0.00010424915,0.00043076358,0.000014779729,0.00003919711,0.005449905],"genre_scores_gemma":[0.99752027,0.00013715724,0.0009665379,0.00082407345,0.000031044976,0.000015346335,0.0000060929847,0.000025887179,0.00047359482],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99743927,0.0009858013,0.00067776855,0.00018072154,0.0002852754,0.00043117354],"domain_scores_gemma":[0.99756217,0.0006505891,0.000468951,0.0008023203,0.0004021088,0.00011386909],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022811186,0.00022742947,0.00073575805,0.00010822033,0.00018652125,0.00000907984,0.0004059074,0.00024327838,0.0011665918],"category_scores_gemma":[0.0010246753,0.00014538213,0.000099153134,0.00026238582,0.0006298539,0.00022624322,0.00009542665,0.0013114522,0.000008495102],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008660777,0.0029572768,0.7914958,0.00037083452,0.0011942415,0.00020326221,0.18710105,0.00001546655,0.0008730589,0.00031916797,0.0021246215,0.0046844203],"study_design_scores_gemma":[0.003842907,0.0013725514,0.97821003,0.0015796337,0.00019264789,0.00061710615,0.008059888,0.000063785556,0.0037896638,0.0019451999,0.00012467576,0.00020193149],"about_ca_topic_score_codex":0.0017929745,"about_ca_topic_score_gemma":0.0066455924,"teacher_disagreement_score":0.18671419,"about_ca_system_score_codex":0.000099374956,"about_ca_system_score_gemma":0.0001187971,"threshold_uncertainty_score":0.9997465},"labels":[],"label_agreement":null},{"id":"W2128853919","doi":"10.1093/ageing/aft059","title":"New horizons in frailty: ageing and the deficit-scaling problem","year":2013,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Subclinical infection; Medicine; Ageing; Clearance; Vulnerability (computing); Function (biology); Disease; Scale (ratio); Computer science; Pathology; Internal medicine; Biology","score_opus":0.016810319257166455,"score_gpt":0.24934293722802559,"score_spread":0.23253261797085914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128853919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98385644,0.0019379768,0.0009683065,0.0055260286,0.00005214867,0.0006033286,5.227353e-7,0.000055242912,0.0069999783],"genre_scores_gemma":[0.9930325,0.0002440655,0.003924817,0.0007213344,0.00015449157,0.000026222018,0.0000033810177,0.000020719524,0.0018724728],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990665,0.00004288902,0.00023225864,0.00023898338,0.00013742252,0.00028196588],"domain_scores_gemma":[0.99940443,0.00022241597,0.000046401237,0.00018360131,0.000019790145,0.00012335659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019588273,0.00014052207,0.00026015515,0.00007308622,0.00011558233,0.00011042279,0.00006376934,0.00007255443,0.00005714103],"category_scores_gemma":[0.00014007368,0.00009332043,0.000036751455,0.00015439381,0.0000898897,0.00016891542,0.00009193126,0.0003016715,0.000020225743],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006230218,0.000039517516,0.00891916,0.0002732107,0.000074734984,0.006556369,0.010611087,0.000020000483,0.0094618015,0.0022379782,0.0024172794,0.95932657],"study_design_scores_gemma":[0.020497343,0.00036288635,0.9157161,0.0039241905,0.0003043593,0.0005505547,0.005283391,0.00612544,0.00083102233,0.02658977,0.018909974,0.00090494537],"about_ca_topic_score_codex":0.004259122,"about_ca_topic_score_gemma":0.0004092214,"teacher_disagreement_score":0.9584216,"about_ca_system_score_codex":0.000016790367,"about_ca_system_score_gemma":0.000024694868,"threshold_uncertainty_score":0.64385474},"labels":[],"label_agreement":null},{"id":"W2128924688","doi":"10.1016/j.jalz.2010.05.1568","title":"P3‐074: Frailty as a risk for the development and progression of cognitive impairment in older adults: Results of a dynamic model","year":2010,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Cognition; Gerontology; Logistic regression; Cognitive decline; Frailty Index; Medicine; Operationalization; Effects of sleep deprivation on cognitive performance; Psychology; Demography; Dementia; Psychiatry; Disease; Internal medicine","score_opus":0.01816958308823355,"score_gpt":0.3123757828513128,"score_spread":0.29420619976307927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128924688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987174,0.007844329,0.00094417523,0.0004515293,0.00011060289,0.003127155,0.00013216223,0.000022524839,0.00019357128],"genre_scores_gemma":[0.97711426,0.000089562316,0.022181543,0.00007429063,0.000016689648,0.0003847948,0.000093092116,0.000028485627,0.00001728133],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981863,0.000036817797,0.00072239805,0.00038503038,0.000367539,0.0003019151],"domain_scores_gemma":[0.9985764,0.00034548013,0.0003810284,0.00033205128,0.0002673531,0.00009766402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000593749,0.00021766627,0.00033291362,0.00012248992,0.00007708516,0.00000867348,0.0001379235,0.00012937079,0.000025717152],"category_scores_gemma":[0.00028246362,0.00015129625,0.000079019715,0.00015048285,0.00019276468,0.00008026301,0.00012475808,0.00027928874,0.0000036685308],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008219314,0.0021615752,0.018994002,0.00020661493,0.008249272,0.000009176227,0.029904757,0.000024767816,0.0027234973,0.00005724003,0.00064446434,0.9288053],"study_design_scores_gemma":[0.054515883,0.0030359982,0.6493585,0.0044551967,0.019394247,0.00004503294,0.005367647,0.13510573,0.12667288,0.00063214777,0.0006270496,0.0007896946],"about_ca_topic_score_codex":0.00017662499,"about_ca_topic_score_gemma":0.00093271735,"teacher_disagreement_score":0.92801565,"about_ca_system_score_codex":0.0000088396455,"about_ca_system_score_gemma":0.00021640288,"threshold_uncertainty_score":0.6169682},"labels":[],"label_agreement":null},{"id":"W2128967202","doi":"10.1016/j.hcmf.2012.02.001","title":"L'activation améliorée et les soins de rétablissement","year":2012,"lang":"fr","type":"article","venue":"Healthcare Management Forum","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03884346727631236,"score_gpt":0.34772383509456123,"score_spread":0.30888036781824885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128967202","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016121311,0.036657482,0.02403577,0.84376055,0.007944935,0.0037132555,0.00008753654,0.00040564797,0.067273505],"genre_scores_gemma":[0.88882947,0.0054349042,0.005410521,0.021047633,0.0014613945,0.00024417782,0.0002395597,0.00011631222,0.07721602],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954069,0.00038619922,0.0006616404,0.0004730795,0.0007508787,0.002321247],"domain_scores_gemma":[0.99794436,0.00013593353,0.00023799557,0.00076553406,0.0001310342,0.0007851207],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014238819,0.0004327461,0.000415206,0.00038758613,0.0003201726,0.00007213756,0.00023203068,0.00032645056,0.0009906223],"category_scores_gemma":[0.000110030574,0.00047374392,0.000162845,0.0005219649,0.00010484905,0.00061315135,0.00032517372,0.0006809716,0.0008360204],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008560026,0.000776345,0.09793197,0.004741171,0.00026389933,0.000043931057,0.0016571562,0.000032773343,0.000040371764,0.2843759,0.21710494,0.39294592],"study_design_scores_gemma":[0.0014993965,0.00037564262,0.14303482,0.0025831987,0.00021410733,0.000031151452,0.008081091,0.00040828134,0.00048121507,0.00089064194,0.8420192,0.00038127074],"about_ca_topic_score_codex":0.0052516935,"about_ca_topic_score_gemma":0.0010731803,"teacher_disagreement_score":0.87270814,"about_ca_system_score_codex":0.0014044641,"about_ca_system_score_gemma":0.0002183728,"threshold_uncertainty_score":0.99994195},"labels":[],"label_agreement":null},{"id":"W2129700906","doi":"10.1093/gerona/62.7.722","title":"Frailty in Relation to the Accumulation of Deficits","year":2007,"lang":"en","type":"review","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2959,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Index (typography); Vulnerability (computing); Gerontology; Relation (database); Variable (mathematics); Econometrics; Medicine; Statistics; Computer science; Mathematics; Data mining; Computer security","score_opus":0.3505988879789583,"score_gpt":0.47947103703857286,"score_spread":0.12887214905961458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129700906","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024973275,0.9905476,0.00026169006,0.0039620125,0.00029536473,0.0012249269,0.00001528068,0.000010897789,0.0011848746],"genre_scores_gemma":[0.0030922086,0.9952425,0.0005719612,0.00015735129,0.00017250933,0.000023290419,0.000018124276,0.00003263462,0.00068942574],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972832,0.00040958019,0.0014726003,0.0001859843,0.0003639219,0.00028466686],"domain_scores_gemma":[0.997001,0.00084603584,0.0011701941,0.00066719454,0.00025254578,0.00006303262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018299029,0.0002623162,0.0016630207,0.00034083045,0.000062498475,0.000007418068,0.0003940754,0.00042931607,0.0001363333],"category_scores_gemma":[0.001188244,0.00013631552,0.00030254357,0.00053348974,0.00018566797,0.00011323214,0.00009115071,0.00078152504,0.000022433433],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032239815,0.000079083264,0.00047014753,0.0034014748,0.00027840273,0.000016021697,0.0018846212,0.000083639905,0.000012898867,0.00039467905,0.001528666,0.991528],"study_design_scores_gemma":[0.0005649868,0.0005301599,0.021625943,0.017465604,0.000982257,0.0012444522,0.00037226634,0.000010295863,0.000023208968,0.00032319216,0.95666754,0.00019007394],"about_ca_topic_score_codex":0.00015392088,"about_ca_topic_score_gemma":0.0014530282,"teacher_disagreement_score":0.9913379,"about_ca_system_score_codex":0.00012809722,"about_ca_system_score_gemma":0.00022103215,"threshold_uncertainty_score":0.5558786},"labels":[],"label_agreement":null},{"id":"W2130017682","doi":"10.12927/hcpap.2011.22255","title":"Integrated Care for the Frail Elderly","year":2011,"lang":"en","type":"letter","venue":"A Nudge Too Far? A Nudge at All? On Paying People to Be Healthy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Research Institute for Aging","funders":"","keywords":"Psychological intervention; Stressor; Medicine; Chronic disease; Disease; Gerontology; Population ageing; Geriatrics; Health care; Disease management; Service (business); Population; Nursing; Intensive care medicine; Psychiatry; Business","score_opus":0.06513106793649634,"score_gpt":0.3171865114142425,"score_spread":0.2520554434777461,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130017682","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009269687,0.002127155,0.00059428805,0.9726205,0.0030191522,0.008015899,0.0013078365,0.0007593874,0.0022861066],"genre_scores_gemma":[0.0007358445,0.00044084803,0.0019762083,0.9666039,0.00093745196,0.0033439705,0.0038222081,0.00066409097,0.02147551],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99172556,0.00037208787,0.0016373813,0.0022068035,0.0013975856,0.002660555],"domain_scores_gemma":[0.99174726,0.0025700214,0.0007026672,0.0030551965,0.0010399745,0.0008849063],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00072482764,0.0016848417,0.0022917476,0.0006220723,0.0009781864,0.00016500847,0.0014019281,0.0022098524,0.000976771],"category_scores_gemma":[0.0011598469,0.0012207981,0.0010202146,0.0009358341,0.00016626972,0.00014153862,0.00038134932,0.004639977,0.0015496638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019420405,0.00017991566,0.00026433863,0.0014875964,0.00049613084,0.000287303,0.016552145,0.0000014242463,0.000046373836,0.000045020734,0.95626557,0.022432115],"study_design_scores_gemma":[0.004143154,0.006187026,0.00080035627,0.000024396106,0.00071495294,0.00024635988,0.0013042407,0.000101034035,0.00009530611,0.000033266155,0.98512644,0.0012234629],"about_ca_topic_score_codex":0.0049024336,"about_ca_topic_score_gemma":0.0052350326,"teacher_disagreement_score":0.02886085,"about_ca_system_score_codex":0.002711609,"about_ca_system_score_gemma":0.0017653615,"threshold_uncertainty_score":0.99993646},"labels":[],"label_agreement":null},{"id":"W2130807869","doi":"10.1016/j.archger.2012.11.004","title":"Screening of frailty in elderly patients with disability by the means of Marigliano–Cacciafesta polypathology scale (MCPS) and Canadian Study of Health and Aging (CSHA) scales","year":2012,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cognitive impairment; Gerontology; Internal medicine; Disease","score_opus":0.01982166990981344,"score_gpt":0.2769597355414737,"score_spread":0.25713806563166025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130807869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99558204,0.0028394735,0.00012272938,0.00068553194,0.000030010306,0.0005458291,0.00008329215,0.000003153091,0.00010790792],"genre_scores_gemma":[0.99832386,0.00012053118,0.0014656393,0.000040313535,0.000008690942,0.000005481992,0.00001712201,0.000008636944,0.0000097385955],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985706,0.0003062218,0.00048693366,0.00021087579,0.000119793185,0.0003055319],"domain_scores_gemma":[0.99873835,0.00050774176,0.00029315765,0.0002544576,0.00003330693,0.00017296337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003705161,0.00013227599,0.0005840415,0.00013201247,0.000068087174,0.0000018004572,0.000086804255,0.00007052858,0.000003162381],"category_scores_gemma":[0.00013493806,0.00009693001,0.000021698055,0.000119643315,0.00092759915,0.00007030689,0.00007577647,0.00016273848,1.8065446e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002895029,0.00043270722,0.9063785,0.00023740846,0.00004084169,6.647035e-7,0.015279074,9.641727e-7,0.000042134896,0.000028833974,0.000010601845,0.07725875],"study_design_scores_gemma":[0.0025717383,0.0018724581,0.9899565,0.00007066641,0.000055523164,0.000012270491,0.0052338378,0.000024787703,0.000041544303,0.00007543773,0.000015444879,0.00006981898],"about_ca_topic_score_codex":0.057388704,"about_ca_topic_score_gemma":0.20616317,"teacher_disagreement_score":0.14877446,"about_ca_system_score_codex":0.00001209421,"about_ca_system_score_gemma":0.00006723695,"threshold_uncertainty_score":0.94888824},"labels":[],"label_agreement":null},{"id":"W2131141164","doi":"10.1016/j.healun.2015.01.513","title":"Frailty Phenotype Is Associated With Survival as Predicted By the Seattle Heart Failure Model in Heart Failure Patients Referred for Advanced Therapies","year":2015,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Internal medicine; Cardiology; Cardiac resynchronization therapy; Creatinine; Natriuretic peptide; Brain natriuretic peptide; Grip strength; Physical therapy","score_opus":0.021751231716826386,"score_gpt":0.2818833410894172,"score_spread":0.2601321093725908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131141164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97460455,0.0003608082,0.00073254085,0.023353724,0.000109207744,0.00063326093,0.00016461131,0.00001813786,0.000023139648],"genre_scores_gemma":[0.9974888,0.00007292952,0.0012993714,0.000748317,0.000052101874,0.000010668996,0.00014870829,0.000026512562,0.00015261615],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9986256,0.00017542917,0.0003457131,0.00012280837,0.00050951616,0.00022094273],"domain_scores_gemma":[0.99887174,0.0003452845,0.00013998931,0.0001381836,0.00039241137,0.00011236166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064999424,0.00016466955,0.00033675056,0.00006483767,0.000117092575,0.000024791058,0.00008653888,0.0000993734,0.000009760043],"category_scores_gemma":[0.00009380572,0.00008953256,0.00005788289,0.00016227245,0.000081187354,0.00025217969,0.0000050223816,0.000343051,9.440868e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.04829486,0.0014797548,0.36133096,0.0006555713,0.0015466777,0.000013452385,0.09259795,0.0074401754,0.050921317,0.000057202113,0.43463624,0.0010258455],"study_design_scores_gemma":[0.11845807,0.016004073,0.7443638,0.005386845,0.0036988612,0.0010745256,0.0128423795,0.03921215,0.023224348,0.0018466526,0.03243939,0.0014488897],"about_ca_topic_score_codex":0.00006058128,"about_ca_topic_score_gemma":0.00035470322,"teacher_disagreement_score":0.40219685,"about_ca_system_score_codex":0.00005983057,"about_ca_system_score_gemma":0.00014681899,"threshold_uncertainty_score":0.36510316},"labels":[],"label_agreement":null},{"id":"W2131242848","doi":"10.1161/circoutcomes.113.000795","title":"Relationship Between Care Gaps and Projected Life Expectancy After Acute Myocardial Infarction","year":2014,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Toronto Rehabilitation Institute; University of Toronto; University Health Network; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Life expectancy; Myocardial infarction; Expectancy theory; Cardiology; Medicine; Internal medicine; Intensive care medicine; Psychology; Environmental health; Social psychology","score_opus":0.046896780951936,"score_gpt":0.31760282547908847,"score_spread":0.27070604452715247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131242848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882409,0.0037812828,0.0052804756,0.0011421425,0.00020577785,0.0007117417,0.00002613365,0.00016605124,0.00044550817],"genre_scores_gemma":[0.9982558,0.000049739276,0.0004819827,0.00045321594,0.0004047195,0.00007555263,0.0002066506,0.000030653744,0.00004169446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99769264,0.00050123077,0.0004905382,0.00049177674,0.00059096335,0.00023281963],"domain_scores_gemma":[0.9984928,0.0003520893,0.00009743913,0.000610041,0.00021643836,0.0002312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007388436,0.0002407431,0.00076386106,0.00017277453,0.00019396427,0.000063159314,0.000042666707,0.00025072607,0.000009593566],"category_scores_gemma":[0.0013272638,0.00022538155,0.00052507647,0.00022373498,0.000115768315,0.00024348941,0.000047831123,0.00025416212,0.000013026322],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039852912,0.000009145992,0.98988533,0.00030610486,0.0011568295,0.0000031546053,0.0019987796,0.00002098941,0.0000145264585,0.00028102958,0.000016582213,0.0062676603],"study_design_scores_gemma":[0.0024917412,0.00003907418,0.99321413,0.000052801963,0.0013691876,0.000027849388,0.0003881717,0.000034807337,0.000016599788,0.00029758978,0.00180357,0.00026448455],"about_ca_topic_score_codex":0.00009951743,"about_ca_topic_score_gemma":0.000008855162,"teacher_disagreement_score":0.010014905,"about_ca_system_score_codex":0.00008655673,"about_ca_system_score_gemma":0.00005842956,"threshold_uncertainty_score":0.9190793},"labels":[],"label_agreement":null},{"id":"W2133220761","doi":"10.5770/cgj.16.75","title":"The Health of Geriatrics in Canada —More Than Meets the Eye","year":2013,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Geriatrics; Gerontology; Ophthalmology; Family medicine; Psychiatry","score_opus":0.011905782623031923,"score_gpt":0.24462803068523784,"score_spread":0.2327222480622059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133220761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6746512,0.009458374,0.000019748788,0.3102833,0.002754999,0.0010836034,0.00007010482,0.000009519223,0.0016691334],"genre_scores_gemma":[0.99307364,0.0015834208,0.00022599801,0.0035512147,0.00055318314,0.000014488413,0.0000065981426,0.000034779252,0.00095668266],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99744123,0.00015338532,0.0007474665,0.0001684211,0.0006003915,0.0008891245],"domain_scores_gemma":[0.99732393,0.0002532423,0.00038656974,0.00048635286,0.00035994741,0.0011899611],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088533113,0.00018717445,0.00034912056,0.00028582767,0.00044450557,0.00009712189,0.0005159025,0.00007974247,0.00015472116],"category_scores_gemma":[0.0005792528,0.000113366135,0.00009886581,0.00085042627,0.000091528826,0.000095475414,0.000033623164,0.0008059233,0.0000132309515],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050679035,0.00003720525,0.29584786,0.00011925038,0.0001395263,0.00041778822,0.0019350112,0.00018826488,0.00004117298,0.00036873025,0.63509417,0.06576031],"study_design_scores_gemma":[0.0014315557,0.00015208726,0.7510207,0.00008765983,0.000037494694,0.00066946045,0.00315747,0.00047096214,0.000025909349,0.00030501917,0.24240161,0.00024005574],"about_ca_topic_score_codex":0.99307287,"about_ca_topic_score_gemma":0.9988847,"teacher_disagreement_score":0.45517284,"about_ca_system_score_codex":0.0034019123,"about_ca_system_score_gemma":0.026308103,"threshold_uncertainty_score":0.9792118},"labels":[],"label_agreement":null},{"id":"W2133337263","doi":"10.1093/ageing/afs180","title":"A limit to frailty in very old, community-dwelling people: a secondary analysis of the Chinese longitudinal health and longevity study","year":2012,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Demography; Longevity; Confidence interval; Logistic regression; China; Longitudinal study; Gerontology; Mortality rate; Internal medicine","score_opus":0.039311394641112135,"score_gpt":0.32473577636221557,"score_spread":0.2854243817211034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133337263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997304,0.001341499,0.00004069844,0.0006230716,0.00005248847,0.0004574245,0.0000075307557,0.000013669417,0.0001596173],"genre_scores_gemma":[0.9988625,0.000070085116,0.00011085626,0.0007786976,0.00004602254,0.000010011152,0.00000997245,0.000010887051,0.000100960366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879026,0.00029585708,0.00030308295,0.00016075847,0.00018206814,0.0002679544],"domain_scores_gemma":[0.99893826,0.00031555034,0.00009216733,0.0004281025,0.000025643756,0.00020029643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088544685,0.00014345963,0.0005455145,0.00023124272,0.00020183892,0.000020462545,0.000100634505,0.00004096351,0.000016845017],"category_scores_gemma":[0.0002741842,0.00010038926,0.00007047468,0.0010738523,0.000046680278,0.0001355743,0.00023956166,0.00051616965,8.947314e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043353295,0.0003799654,0.93871516,0.0001696509,0.00023496326,0.00009780615,0.049951766,0.00001950091,0.00010035742,0.00000208193,0.000028301847,0.010257079],"study_design_scores_gemma":[0.00082633976,0.0002426227,0.9933444,0.00019378283,0.00025924973,0.000012863294,0.0047991173,0.00017647544,0.000008648288,0.000009228356,0.000039843526,0.0000873988],"about_ca_topic_score_codex":0.007837848,"about_ca_topic_score_gemma":0.025789864,"teacher_disagreement_score":0.054629255,"about_ca_system_score_codex":0.000038962615,"about_ca_system_score_gemma":0.00004032794,"threshold_uncertainty_score":0.99876904},"labels":[],"label_agreement":null},{"id":"W2133940634","doi":"10.1186/1472-6920-13-168","title":"Impact of a mandatory geriatric medicine clerkship on the care of older acute medical patients: a retrospective cohort study","year":2013,"lang":"en","type":"article","venue":"BMC Medical Education","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Geriatrics; Medicine; Cohort; Acute care; Geriatric care; Emergency medicine; Internal medicine; Health care; Nursing; Psychiatry","score_opus":0.011416420848369423,"score_gpt":0.33395370443641875,"score_spread":0.32253728358804934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133940634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99124235,0.00022792116,0.000053631193,0.0026276289,0.000715847,0.003088309,0.000010468767,0.000032283733,0.0020015347],"genre_scores_gemma":[0.9979624,0.000066809174,0.00006253186,0.0006947658,0.00052016904,0.0003758194,0.00012408698,0.000030631203,0.00016276746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995109,0.0003373169,0.00082800596,0.00040454458,0.003045278,0.00027583336],"domain_scores_gemma":[0.9963183,0.00070381956,0.00038140835,0.0007818643,0.0012180023,0.00059662404],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00092817965,0.0002457079,0.000680975,0.00023613703,0.000057266116,0.0000061714777,0.00036159297,0.00025493588,0.011903942],"category_scores_gemma":[0.013643391,0.00013581452,0.00017182417,0.0005662667,0.00043385307,0.00010027566,0.00007371984,0.0005292633,0.000057686997],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013048608,0.003032458,0.9450475,0.00013339674,0.00039777916,0.0000019474692,0.0049438337,1.79352e-7,0.000008659205,0.00008397014,0.03820318,0.008016594],"study_design_scores_gemma":[0.003317107,0.0030989249,0.9890325,0.0008142479,0.0004143395,0.000010397135,0.003027511,0.00006057875,0.00001979898,0.00006796849,0.000027565638,0.00010902413],"about_ca_topic_score_codex":0.0018781517,"about_ca_topic_score_gemma":0.00011025932,"teacher_disagreement_score":0.043985017,"about_ca_system_score_codex":0.00042343957,"about_ca_system_score_gemma":0.0035811863,"threshold_uncertainty_score":0.9946651},"labels":[],"label_agreement":null},{"id":"W2133979095","doi":"10.1093/ageing/aft156","title":"The risk of adverse outcomes in hospitalized older patients in relation to a frailty index based on a comprehensive geriatric assessment","year":2013,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":224,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Hazard ratio; Confidence interval; Emergency medicine; Prospective cohort study; National Death Index; Medical record; Acute care; Cohort; Acute hospital; Health care; Internal medicine","score_opus":0.010439082294047063,"score_gpt":0.27197808991376665,"score_spread":0.2615390076197196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133979095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99732316,0.000012232402,0.00008447011,0.0006720082,0.00009340496,0.0009921795,0.0000035420207,0.000010766524,0.00080825813],"genre_scores_gemma":[0.99884474,0.000029572067,0.00049471355,0.0004184316,0.000010345459,0.00005635248,0.000010848366,0.000009700102,0.00012531408],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991061,0.000080465885,0.00028042775,0.00016807314,0.00021169275,0.00015323768],"domain_scores_gemma":[0.99931765,0.00026898534,0.000103493265,0.00019840815,0.000059263206,0.000052183084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010192963,0.00010487371,0.00022288688,0.0001602877,0.00003935886,0.000010125219,0.000052581072,0.000056341523,0.000021383117],"category_scores_gemma":[0.00023173352,0.00007054837,0.000041200878,0.00020993843,0.000021444752,0.00008231712,0.000037129867,0.00017884029,0.0000060980665],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044162993,0.00014081167,0.98807484,0.00002114999,0.000016549398,0.000111516914,0.00068530726,0.00026840172,0.00007187733,0.0000035088344,0.0000947861,0.010467094],"study_design_scores_gemma":[0.004329816,0.00018690858,0.9912611,0.00019687855,0.00001630648,1.4068954e-7,0.00022415388,0.0035152102,0.000009829035,0.000044973513,0.00014110935,0.00007357436],"about_ca_topic_score_codex":0.0017708798,"about_ca_topic_score_gemma":0.00016588731,"teacher_disagreement_score":0.01039352,"about_ca_system_score_codex":0.0000649659,"about_ca_system_score_gemma":0.000017908142,"threshold_uncertainty_score":0.2876879},"labels":[],"label_agreement":null},{"id":"W2134792789","doi":"10.1016/j.jclinepi.2009.08.007","title":"A correspondence analysis revealed frailty deficits aggregate and are multidimensional","year":2009,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University Health Centre; McGill University; Jewish General Hospital","funders":"National Institute on Aging; Canadian Institutes of Health Research","keywords":"Aggregate (composite); Psychology; Gerontology; Econometrics; Medicine; Mathematics","score_opus":0.2137093045342694,"score_gpt":0.4861601679335605,"score_spread":0.2724508633992911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134792789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9563293,0.002303962,0.0039299014,0.03664471,0.00047066578,0.00013304404,0.0000070198353,0.000017058024,0.00016437593],"genre_scores_gemma":[0.94804275,0.0014321159,0.032289617,0.016654328,0.00059355114,8.57404e-7,0.000004872209,0.000010089119,0.000971844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99231553,0.0023485646,0.0042195558,0.0003925714,0.0003327118,0.00039109512],"domain_scores_gemma":[0.9711279,0.023534972,0.0036300588,0.0003853078,0.00060416234,0.0007175936],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.013225029,0.00021748972,0.0037206125,0.00034965476,0.00005510928,0.000004427085,0.00016775532,0.00046310262,0.00017823666],"category_scores_gemma":[0.13520786,0.00015142957,0.0010307003,0.00044634103,0.0003243801,0.000100644866,0.000048687274,0.0013582436,0.00003317047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026302293,0.00036442347,0.94655293,0.000022003624,0.00083795766,0.000636837,0.000041046795,0.00026488857,0.00017435206,0.00029059398,0.010294964,0.03788979],"study_design_scores_gemma":[0.0031623347,0.0019765547,0.9821426,0.000326792,0.0011882295,0.0010859176,0.000025245627,0.0040388275,0.000013732472,0.0022322312,0.0036799668,0.00012754342],"about_ca_topic_score_codex":0.00001253524,"about_ca_topic_score_gemma":0.00001997304,"teacher_disagreement_score":0.121982835,"about_ca_system_score_codex":0.000037332185,"about_ca_system_score_gemma":0.00019580693,"threshold_uncertainty_score":0.87207663},"labels":[],"label_agreement":null},{"id":"W2135216731","doi":"10.2522/ptj.20080287","title":"Standardization of the Continuing Care Activity Measure: A Multicenter Study to Assess Reliability, Validity, and Ability to Measure Change","year":2009,"lang":"en","type":"article","venue":"Physical Therapy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; Sunnybrook Health Science Centre; Saskatchewan Health Quality Council; Baycrest Hospital","funders":"","keywords":"Intraclass correlation; Confidence interval; Inter-rater reliability; Minimum Data Set; Medicine; Reliability (semiconductor); Physical therapy; Population; Standard error; Nursing care; Gerontology; Psychology; Psychometrics; Clinical psychology; Rating scale; Nursing; Nursing homes; Statistics","score_opus":0.09830007605895143,"score_gpt":0.36697950279259406,"score_spread":0.26867942673364265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135216731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907368,0.000031693995,0.0009323848,0.0042965426,0.00010971624,0.003750839,0.000029047007,0.000048557627,0.00006441739],"genre_scores_gemma":[0.9991503,0.0000041718463,0.00014045295,0.00039554044,0.00021963808,0.00006453344,0.000001445008,0.000016809085,0.000007139532],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99806964,0.00037364382,0.00018138508,0.0004059623,0.0007631971,0.00020615695],"domain_scores_gemma":[0.9984212,0.00011843315,0.00006830052,0.00066109776,0.00057713845,0.00015384302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049678545,0.00018974028,0.0004449462,0.000033033913,0.0000607191,0.000026417125,0.00014894431,0.000040152157,0.0000042633387],"category_scores_gemma":[0.00051583163,0.00012493873,0.00011632456,0.00031912516,0.000052494837,0.00011461581,0.00007261424,0.00019864872,0.0000017127372],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003382451,0.0066274796,0.3142671,0.00016103695,0.00008133074,0.0000028800691,0.15666719,0.00007989179,0.2042326,0.000015964952,0.000100319856,0.31438178],"study_design_scores_gemma":[0.0026507797,0.002168126,0.95054924,0.00019106963,0.00005662444,4.6184297e-7,0.0009318043,0.00007704697,0.042919256,0.00010389837,0.00020604076,0.0001456268],"about_ca_topic_score_codex":0.00007971579,"about_ca_topic_score_gemma":0.000054346292,"teacher_disagreement_score":0.6362822,"about_ca_system_score_codex":0.00014457715,"about_ca_system_score_gemma":0.000028080325,"threshold_uncertainty_score":0.50948536},"labels":[],"label_agreement":null},{"id":"W2135321297","doi":"10.1093/gerona/63.7.724","title":"Does a Geriatric Oncology Consultation Modify the Cancer Treatment Plan for Elderly Patients?","year":2008,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":193,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Université de Montréal","keywords":"Medicine; Geriatric oncology; Cancer; Internal medicine; Comorbidity; Geriatrics; Depression (economics); Mood; Breast cancer; Polypharmacy; Oncology; Physical therapy; Psychiatry","score_opus":0.07495420115788916,"score_gpt":0.35194085904914185,"score_spread":0.2769866578912527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135321297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94471276,0.0021428566,0.00013164993,0.05065244,0.0006351384,0.0012013445,0.000086056396,0.000021853086,0.00041592272],"genre_scores_gemma":[0.9897335,0.005374317,0.0007764723,0.00066844234,0.00030835374,0.00031988358,0.000017778291,0.000020260788,0.002780976],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99872756,0.00016311758,0.00047877964,0.00016539355,0.00016744933,0.000297728],"domain_scores_gemma":[0.9980369,0.00073213124,0.0004421121,0.0003069627,0.00041164618,0.00007021572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022602588,0.00016859226,0.0004930465,0.00006550918,0.00031648405,0.000007355387,0.00018565592,0.00014058869,0.00016665302],"category_scores_gemma":[0.00033652602,0.000065486915,0.00013411089,0.00010010042,0.0004707923,0.00010215948,0.000022848079,0.00016107065,0.0000045101506],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03814432,0.0037629118,0.2404179,0.00044279272,0.005639875,0.00017158512,0.14303428,0.00050933,0.009067177,0.0011119032,0.09151644,0.4661815],"study_design_scores_gemma":[0.033938885,0.030889388,0.65774196,0.00024447122,0.00224829,0.0027556054,0.011018304,0.00027890166,0.012846998,0.0029782448,0.24448836,0.00057057175],"about_ca_topic_score_codex":0.0006657847,"about_ca_topic_score_gemma":0.0024078814,"teacher_disagreement_score":0.46561092,"about_ca_system_score_codex":0.00019392572,"about_ca_system_score_gemma":0.00030467374,"threshold_uncertainty_score":0.26704788},"labels":[],"label_agreement":null},{"id":"W2135913263","doi":"10.5770/cgj.17.182","title":"Re: Making Health and Care Systems Fit for and Ageing Population. Why We Wrote It, Who We Wrote It For, and How Relevant It Might Be to Canada","year":2014,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Population ageing; Gerontology; Health care; Population; Economic growth; Environmental health","score_opus":0.03386198032201738,"score_gpt":0.27774957334049744,"score_spread":0.24388759301848006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135913263","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05280155,0.028538933,0.007544728,0.90479964,0.0021585806,0.003146312,0.0008182117,0.00002530031,0.00016674287],"genre_scores_gemma":[0.9575103,0.0025902176,0.0096697,0.024726659,0.0024591107,0.000070783644,0.00008891374,0.00014080715,0.0027435333],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978491,0.000091573274,0.00049722317,0.00040766026,0.0003572942,0.00079711893],"domain_scores_gemma":[0.9966471,0.0002607042,0.0003169872,0.0002573627,0.00035765683,0.0021601734],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006407534,0.00028026363,0.0005780707,0.0004506347,0.00079476205,0.00036959918,0.00012264308,0.00015800881,0.0000071505838],"category_scores_gemma":[0.00096964976,0.00027643619,0.000056407676,0.00023300243,0.000027465869,0.00013950201,0.000030571,0.00035610714,2.1627358e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001139252,0.000004901132,0.0056550265,0.0032023364,0.000110063265,0.00026526416,0.007370396,0.00009485748,0.000018128814,0.0002169725,0.94952005,0.033428084],"study_design_scores_gemma":[0.002037918,0.00042020436,0.002173889,0.0018398237,0.00010977943,0.0007484983,0.0042652073,0.0027045875,0.0000031445327,0.00012005305,0.98521817,0.00035872727],"about_ca_topic_score_codex":0.47690782,"about_ca_topic_score_gemma":0.98162305,"teacher_disagreement_score":0.90470874,"about_ca_system_score_codex":0.0014840259,"about_ca_system_score_gemma":0.0020444188,"threshold_uncertainty_score":0.99996877},"labels":[],"label_agreement":null},{"id":"W2136058615","doi":"10.1017/s0959259807002353","title":"Frailty, fitness, and the mathematics of deficit accumulation","year":2007,"lang":"en","type":"article","venue":"Reviews in Clinical Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie Medical Research Foundation","keywords":"Operationalization; Vulnerability (computing); Gerontology; Context (archaeology); Geriatrics; Psychology; Medicine; Computer science; Psychiatry; Computer security","score_opus":0.3024710555233915,"score_gpt":0.5007407635361424,"score_spread":0.1982697080127509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136058615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9321173,0.044733036,0.0053434446,0.0048612854,0.00047733705,0.0022570589,0.0000022376098,0.00002905311,0.010179259],"genre_scores_gemma":[0.9678623,0.014883431,0.015543878,0.0010501671,0.0001510765,0.000022111468,0.0000062284726,0.00001550735,0.0004653009],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9973004,0.00027034836,0.0018983117,0.00021488266,0.00011336741,0.00020271998],"domain_scores_gemma":[0.994693,0.004278764,0.0004327796,0.0004691904,0.000060750146,0.00006554049],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060114516,0.00011907537,0.0011194433,0.0000462843,0.000017822578,0.0000027951498,0.00012434545,0.00019789368,0.00008523106],"category_scores_gemma":[0.008218508,0.000069985275,0.00016588169,0.00013601936,0.00055113237,0.000029817902,0.00006736379,0.0003523921,0.000033269185],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084765116,0.0006885036,0.19798838,0.0016703226,0.000074138305,0.000029457631,0.0011620693,0.000002135673,0.00005526395,0.027845334,0.001140218,0.7684965],"study_design_scores_gemma":[0.015928412,0.0008083926,0.8763243,0.002167986,0.000442791,0.0003274523,0.00024296745,0.0018036085,0.000048982885,0.015419265,0.08617847,0.0003073716],"about_ca_topic_score_codex":0.000046143596,"about_ca_topic_score_gemma":0.0005934362,"teacher_disagreement_score":0.76818913,"about_ca_system_score_codex":0.000020544088,"about_ca_system_score_gemma":0.000029823283,"threshold_uncertainty_score":0.98389155},"labels":[],"label_agreement":null},{"id":"W2136555267","doi":"10.1111/ggi.12546","title":"Global cognitive performance and frailty in non‐demented community‐dwelling older adults: Findings from the <scp>S</scp>asaguri <scp>G</scp>enkimon Study","year":2015,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"China Scholarship Council","keywords":"Montreal Cognitive Assessment; Dementia; Medicine; Gerontology; Grip strength; Cognition; Odds ratio; Effects of sleep deprivation on cognitive performance; Mini–Mental State Examination; Population; Successful aging; Physical medicine and rehabilitation; Cognitive impairment; Physical therapy; Disease; Psychiatry; Environmental health; Internal medicine","score_opus":0.03664749820226757,"score_gpt":0.31122096672660926,"score_spread":0.27457346852434167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136555267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98234653,0.0027359927,0.0014217832,0.0019829094,0.0043025496,0.0016393118,0.00049180683,0.00013054299,0.004948587],"genre_scores_gemma":[0.99305964,0.0012581355,0.0010521044,0.0014770324,0.0007806736,0.00025728103,0.0010219825,0.000065306966,0.0010278258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99453646,0.0005268351,0.0015542945,0.0012321537,0.0011762406,0.00097403274],"domain_scores_gemma":[0.9932831,0.0034741247,0.0007652169,0.00063194823,0.0013978767,0.0004477427],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017258141,0.0008105608,0.0010815157,0.00064420316,0.00041826256,0.0002422587,0.0012180938,0.0007539945,0.00007469001],"category_scores_gemma":[0.004836727,0.00074157794,0.00017588405,0.00066314416,0.00054097496,0.0006294593,0.0009077619,0.0015095865,0.00005776211],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033907956,0.0013540209,0.959394,0.00004656462,0.0010084484,0.00018812336,0.021046031,0.0000422332,0.000019376796,0.00023112923,0.011884849,0.004446188],"study_design_scores_gemma":[0.015419421,0.0009531728,0.9405218,0.00020609857,0.00041761334,0.00047612676,0.0308146,0.0048268167,0.000028243921,0.0005657876,0.00555323,0.00021709008],"about_ca_topic_score_codex":0.0051541673,"about_ca_topic_score_gemma":0.007763171,"teacher_disagreement_score":0.018872157,"about_ca_system_score_codex":0.00073854363,"about_ca_system_score_gemma":0.00030539543,"threshold_uncertainty_score":0.99950355},"labels":[],"label_agreement":null},{"id":"W2138191966","doi":"10.1093/ageing/afm047","title":"Undergraduate training in geriatric medicine: getting it right","year":2007,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Medicine; Geriatrics; Specialty; Medical education; Quarter (Canadian coin); Vulnerability (computing); Medical school; Unit (ring theory); Family medicine; Nursing; Psychology; Pedagogy; Psychiatry","score_opus":0.023024506137025703,"score_gpt":0.2906976645456584,"score_spread":0.26767315840863265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138191966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9139397,0.000914664,0.0013177724,0.011110962,0.00023178643,0.00023444393,4.2896443e-7,0.00008412691,0.072166085],"genre_scores_gemma":[0.9946176,0.0001236913,0.0011041181,0.0016665715,0.00048597844,0.0000025758222,0.000007720104,0.000019699562,0.0019720474],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988133,0.00002267675,0.00034097786,0.00024616608,0.0001956537,0.00038127863],"domain_scores_gemma":[0.9993753,0.00026761703,0.00006500119,0.00014132731,0.000020114887,0.00013063823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064796826,0.00013561461,0.0002726131,0.00023483743,0.00007987931,0.000014330255,0.000052366348,0.00007346905,0.00005466697],"category_scores_gemma":[0.00029817095,0.00011068091,0.000031366737,0.0003371863,0.00006962007,0.00009453315,0.000031453634,0.00027487293,0.000009532957],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011242878,0.00007383632,0.010928069,0.00047768521,0.000092289236,0.17881024,0.035120662,0.000013802377,0.027639784,0.0016139392,0.0044485726,0.7406687],"study_design_scores_gemma":[0.017308693,0.00093084935,0.80868214,0.0068939733,0.0003839062,0.00195568,0.018653788,0.001548282,0.0028164445,0.013454571,0.12598293,0.0013887318],"about_ca_topic_score_codex":0.00024844916,"about_ca_topic_score_gemma":0.0004311992,"teacher_disagreement_score":0.7977541,"about_ca_system_score_codex":0.00004220406,"about_ca_system_score_gemma":0.000023980356,"threshold_uncertainty_score":0.45134366},"labels":[],"label_agreement":null},{"id":"W2138687999","doi":"10.1111/j.1365-2648.2003.02978.x","title":"Functional and self‐efficacy changes of patients admitted to a Geriatric Rehabilitation Unit","year":2004,"lang":"en","type":"article","venue":"Journal of Advanced Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Geriatric rehabilitation; Unit (ring theory); Rehabilitation; Medicine; Gerontological nursing; Physical medicine and rehabilitation; Physical therapy; Gerontology; Psychology; Nursing","score_opus":0.013218301270721246,"score_gpt":0.29118854997433086,"score_spread":0.2779702487036096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138687999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920679,0.00023682804,0.00087877706,0.0060571544,0.00043724533,0.00024854013,0.0000029712448,0.000012553358,0.00005803058],"genre_scores_gemma":[0.95528024,0.000029710536,0.044341847,0.00012500295,0.00017825245,0.0000013330726,0.0000040184955,0.000013485655,0.000026104028],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990877,0.000023120003,0.00033260963,0.00010044803,0.00033157392,0.00012456629],"domain_scores_gemma":[0.99878895,0.00013862146,0.00027426722,0.00009003833,0.00055539265,0.00015273046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000119795564,0.00008811788,0.00023782876,0.00034141762,0.00003569052,0.000005428514,0.000034131608,0.00004168009,0.0000108989425],"category_scores_gemma":[0.00070290506,0.00007820538,0.00004925954,0.00035394198,0.000038268532,0.00015627143,0.000007310373,0.0001378954,0.0000014764081],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008887081,0.00851959,0.043073032,0.0006059899,0.00026133523,0.00003794163,0.02380433,0.012793112,0.063440934,0.00020306089,0.0017066286,0.83666694],"study_design_scores_gemma":[0.008144657,0.0055372585,0.9782203,0.0014421823,0.000119074284,0.00009214807,0.0008900705,0.000009442228,0.003745025,0.00051441026,0.0011959214,0.00008950294],"about_ca_topic_score_codex":0.0000013003128,"about_ca_topic_score_gemma":0.0000016771577,"teacher_disagreement_score":0.9351473,"about_ca_system_score_codex":0.00020634152,"about_ca_system_score_gemma":0.00008388044,"threshold_uncertainty_score":0.3189123},"labels":[],"label_agreement":null},{"id":"W2138946592","doi":"10.3138/8774-758w-702q-2531","title":"Psychiatric Illness in Relation to Frailty in Community-Dwelling Elderly People without Dementia: A Report from the Canadian Study of Health and Aging","year":2007,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Dementia; Psychiatry; Mental illness; Depression (economics); Odds; Medicine; Odds ratio; Frailty Index; Comorbidity; Gerontology; Mental health; Logistic regression; Disease","score_opus":0.020290640893728618,"score_gpt":0.2745367214408074,"score_spread":0.25424608054707876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138946592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97656465,0.0011750036,0.00009066528,0.020088233,0.0005138387,0.0011744014,0.000018525981,0.0000085782585,0.0003660832],"genre_scores_gemma":[0.99733794,0.000049276256,0.0003483981,0.0019526244,0.00015042647,0.000020014917,0.0000428758,0.00004766414,0.00005080189],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964974,0.000571485,0.0012830728,0.00037228054,0.00024621867,0.001029529],"domain_scores_gemma":[0.99604034,0.0003200588,0.00043249296,0.00061922177,0.00020208136,0.002385815],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0053965077,0.00028628908,0.0006096231,0.0015937216,0.0009475296,0.00010864559,0.00032010357,0.00010589488,0.000037502214],"category_scores_gemma":[0.0007283939,0.00027157427,0.000057459707,0.0011432798,0.000051564555,0.00011688999,0.0000255291,0.001505469,0.0000017753688],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024170655,0.00010399524,0.8909194,0.000061526815,0.00008673736,0.0013895988,0.093765445,0.00069985975,0.00000699951,0.000044194185,0.0003190193,0.0125790555],"study_design_scores_gemma":[0.0019057764,0.00063076324,0.9432142,0.0017729076,0.00006746895,0.0006515167,0.04178329,0.00019191933,0.000004167019,0.00007649456,0.009434367,0.0002671672],"about_ca_topic_score_codex":0.9805767,"about_ca_topic_score_gemma":0.9998935,"teacher_disagreement_score":0.052294765,"about_ca_system_score_codex":0.003325918,"about_ca_system_score_gemma":0.0022779,"threshold_uncertainty_score":0.99997365},"labels":[],"label_agreement":null},{"id":"W2139551878","doi":"10.1136/ebn.8.4.122","title":"An educational programme for primary healthcare providers improved functional ability in older people living in the community","year":2005,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"IMG; Blinding; Medicine; Older people; Randomized controlled trial; Health professionals; Primary care; Family medicine; Health care; Gerontology; Surgery","score_opus":0.06925957920713172,"score_gpt":0.346940072720205,"score_spread":0.2776804935130733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139551878","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08182967,0.0012051096,0.00057741295,0.9092043,0.0007356479,0.006277963,0.000040063675,0.00008867985,0.00004112821],"genre_scores_gemma":[0.5703656,0.000014060516,0.005186978,0.4149838,0.004618032,0.002419151,0.0021337476,0.000111019566,0.0001675634],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9940665,0.0022520535,0.00094545673,0.0007987323,0.0009153822,0.001021925],"domain_scores_gemma":[0.98971397,0.007949293,0.0003616452,0.0013864116,0.0004339086,0.00015475467],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0038784586,0.00053089415,0.00073272845,0.00049759785,0.00040028754,0.00016931769,0.0006035629,0.00075840484,0.00009387316],"category_scores_gemma":[0.002838089,0.00045966767,0.0002752012,0.0006694438,0.00035061245,0.00067428855,0.000027591428,0.004828218,0.000004834071],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013958964,0.007675532,0.2446304,0.01749749,0.00006993099,0.000030444797,0.039758842,0.00030390793,0.00034641038,0.000017523422,0.43812308,0.25015056],"study_design_scores_gemma":[0.0022573594,0.0011523848,0.9591926,0.026334029,0.00013675273,0.0000754235,0.0034665938,0.0019764975,0.000017263072,0.00033595506,0.0044505517,0.00060461776],"about_ca_topic_score_codex":0.0033048799,"about_ca_topic_score_gemma":0.0039770785,"teacher_disagreement_score":0.7145622,"about_ca_system_score_codex":0.003823268,"about_ca_system_score_gemma":0.004292352,"threshold_uncertainty_score":0.9997855},"labels":[],"label_agreement":null},{"id":"W2139930918","doi":"","title":"Défis et accomplissements dans les soins aux personnes âgées","year":2010,"lang":"fr","type":"article","venue":"PubMed Central","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Political science","score_opus":0.03526568784068159,"score_gpt":0.2909878299192226,"score_spread":0.25572214207854105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139930918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90496993,0.003172141,0.0003704367,0.045565084,0.023245608,0.0012355524,0.00032859898,0.00022935618,0.020883275],"genre_scores_gemma":[0.9528795,0.0006993521,0.0015744446,0.0012593858,0.0063751014,0.0001887601,0.00018502078,0.000110899644,0.036727548],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99409825,0.00016532802,0.0005314012,0.00069128815,0.000692185,0.0038215439],"domain_scores_gemma":[0.9971386,0.00023574497,0.00016101805,0.0007409091,0.00011984873,0.0016038876],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070791866,0.00053614547,0.0005228504,0.00014062205,0.00027926787,0.00017372998,0.00052630005,0.0004256784,0.0024671394],"category_scores_gemma":[0.0013107182,0.00053371675,0.0002889632,0.00027024848,0.0005800379,0.00046219252,0.00018609717,0.001329816,0.0004953842],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011944249,0.0013026119,0.71215814,0.0005449994,0.00050100964,0.00030714634,0.024589775,0.000023942384,0.008320928,0.011607569,0.0521368,0.18838762],"study_design_scores_gemma":[0.00195757,0.0000792267,0.7213413,0.00022152804,0.00029200254,0.00017484016,0.0026782071,0.0005114528,0.0037816952,0.00015924613,0.2683864,0.0004165014],"about_ca_topic_score_codex":0.0033242176,"about_ca_topic_score_gemma":0.014135376,"teacher_disagreement_score":0.2162496,"about_ca_system_score_codex":0.0004928459,"about_ca_system_score_gemma":0.0006791009,"threshold_uncertainty_score":0.99971145},"labels":[],"label_agreement":null},{"id":"W2140001802","doi":"10.1111/j.1532-5415.2008.01773.x","title":"Reliability of the Hierarchical Assessment of Balance and Mobility in Frail Older Adults","year":2008,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Inter-rater reliability; Intraclass correlation; Reliability (semiconductor); Geriatrics; Balance (ability); Ambulatory; Gerontology; Intra-rater reliability; Test (biology); Physical therapy; Psychometrics; Confidence interval; Psychiatry; Rating scale; Psychology; Clinical psychology","score_opus":0.00888745546633321,"score_gpt":0.2790308402079211,"score_spread":0.27014338474158794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140001802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951632,0.00023668932,0.00015110984,0.0038253819,0.00019922372,0.00033275623,0.000015202669,0.000003831085,0.00007258423],"genre_scores_gemma":[0.99051374,0.000858905,0.008080483,0.00039575898,0.00009416697,0.0000027822591,2.855972e-7,0.000011502712,0.00004235546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997737,0.0002599954,0.0008637181,0.00018181132,0.00075720734,0.0002002971],"domain_scores_gemma":[0.99710286,0.00045016612,0.0013520549,0.0005952038,0.00040114898,0.00009859177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00105784,0.0001394781,0.0006797693,0.000035282745,0.000066298606,0.0000035017747,0.00036423345,0.00006878233,0.000010705265],"category_scores_gemma":[0.0008256604,0.00007661815,0.00054551417,0.0008224243,0.0012868948,0.00006884445,0.00019623688,0.0008185625,9.4488605e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001698254,0.0007220535,0.9911468,0.0001903756,0.00005400205,0.0000030636386,0.0027088167,0.00011844028,0.0018095021,0.000005945019,0.0020309798,0.0010402203],"study_design_scores_gemma":[0.0017418909,0.00031136847,0.9953622,0.0001698641,0.00006331292,0.00012478829,0.0006397153,0.00087867276,0.0004144832,0.00011222095,0.00011407354,0.000067378685],"about_ca_topic_score_codex":0.00021594203,"about_ca_topic_score_gemma":0.0000059365952,"teacher_disagreement_score":0.0079293735,"about_ca_system_score_codex":0.00023561143,"about_ca_system_score_gemma":0.0005576823,"threshold_uncertainty_score":0.4741617},"labels":[],"label_agreement":null},{"id":"W2140233040","doi":"10.1200/jco.2003.06.073","title":"Are Older Cancer Patients Being Referred to Oncologists? A Mail Questionnaire of Ontario Primary Care Practitioners to Evaluate Their Referral Patterns","year":2003,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Referral; Cancer; Family medicine; Geriatric oncology; Population; Stage (stratigraphy); Primary care; Internal medicine","score_opus":0.13280513112628645,"score_gpt":0.45928651477175775,"score_spread":0.3264813836454713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140233040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832775,0.00013650664,0.00011135781,0.008428584,0.0028760133,0.0007255489,0.000025443098,0.000015698906,0.004403347],"genre_scores_gemma":[0.9830113,0.00008518478,0.0040247943,0.011227599,0.00047828656,0.000037551268,0.000015959115,0.000034224646,0.0010851101],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949142,0.0008430871,0.0027303577,0.00037097625,0.0007532031,0.00038822263],"domain_scores_gemma":[0.99282086,0.0007198002,0.0028582977,0.00035165364,0.0025152736,0.00073409564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021263135,0.0002574637,0.0017812693,0.00023740204,0.00006113758,0.000011359623,0.00024114878,0.00050773146,0.00030956825],"category_scores_gemma":[0.008074564,0.00019226513,0.00044261155,0.00021991805,0.00010711111,0.00018909216,0.00008753815,0.001346955,0.000021546984],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0034978825,0.0019943449,0.9257944,0.00018471302,0.0003693188,0.0002543807,0.0046837716,0.00017574345,0.00006797536,0.000013915586,0.009795411,0.053168103],"study_design_scores_gemma":[0.0079668695,0.011037276,0.91507864,0.0019350385,0.00036759072,0.00008918304,0.0008365135,0.0000016326994,0.00013519172,0.000065218424,0.062308215,0.00017863701],"about_ca_topic_score_codex":0.0019078486,"about_ca_topic_score_gemma":0.046089843,"teacher_disagreement_score":0.052989464,"about_ca_system_score_codex":0.004415084,"about_ca_system_score_gemma":0.006339586,"threshold_uncertainty_score":0.9994068},"labels":[],"label_agreement":null},{"id":"W2140459388","doi":"10.1017/s0714980800004499","title":"An Enhanced Role in Comprehensive Geriatric Assessment for Community-Nurse Case Managers","year":2003,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Home and Community Care Support Services; St Joseph's Health Care; Lawson Health Research Institute; Western University","funders":"","keywords":"Practicum; Intervention (counseling); Nursing; Case manager; Resource (disambiguation); Medicine; Case management; Psychology; Medical education","score_opus":0.014844846926966512,"score_gpt":0.27239009686471616,"score_spread":0.25754524993774963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140459388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98878366,0.00031872262,0.00056894426,0.0032428037,0.00092539133,0.0011346266,0.00007695479,0.000025349002,0.004923537],"genre_scores_gemma":[0.99396944,0.000047889323,0.0027855504,0.002134142,0.00020785289,0.00010508549,0.00007312369,0.0000848775,0.00059204403],"study_design_codex":"case_report","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969722,0.0006477838,0.00066464324,0.0003898993,0.00013545773,0.0011900419],"domain_scores_gemma":[0.99561703,0.00032002188,0.00023870442,0.0007201037,0.00038056893,0.0027235472],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001282633,0.00038911853,0.00058302033,0.0010890393,0.0007621219,0.00017061888,0.0003030629,0.00013654516,0.00021362703],"category_scores_gemma":[0.00033428438,0.00042039686,0.00017318319,0.00051100855,0.00009937557,0.00018768488,0.000008480005,0.001212841,0.0000074257464],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078642846,0.0037667407,0.091551654,0.0041474863,0.0026598158,0.32871506,0.17832142,0.043717053,0.017716616,0.04340918,0.03793879,0.24726976],"study_design_scores_gemma":[0.02167611,0.005895546,0.09469681,0.0042213527,0.0007834349,0.069382995,0.12326765,0.005710021,0.0018263261,0.0020291132,0.6676593,0.0028513689],"about_ca_topic_score_codex":0.05271301,"about_ca_topic_score_gemma":0.65051293,"teacher_disagreement_score":0.6297205,"about_ca_system_score_codex":0.0035093967,"about_ca_system_score_gemma":0.001247516,"threshold_uncertainty_score":0.99982476},"labels":[],"label_agreement":null},{"id":"W2140725948","doi":"10.1186/1471-2318-11-84","title":"Mobility of Vulnerable Elders (MOVE): study protocol to evaluate the implementation and outcomes of a mobility intervention in long-term care facilities","year":2011,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; University of Alberta","keywords":"Medicine; Activities of daily living; Long-term care; Evening; Context (archaeology); Gerontology; Intervention (counseling); Health care; Rehabilitation; Quality of life (healthcare); Nursing; Physical therapy","score_opus":0.05484593722333071,"score_gpt":0.3876082476363201,"score_spread":0.3327623104129894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140725948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91744065,0.000028683407,0.00027494758,0.000019763302,0.00005696322,0.082059115,0.000038848088,0.000014124337,0.00006689072],"genre_scores_gemma":[0.9722811,0.0000012724792,0.00039567237,0.000007684023,0.000008652486,0.027207367,0.00000981584,0.000008882152,0.00007955442],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813795,0.00034903066,0.00072200707,0.0002759062,0.00034454654,0.00017057138],"domain_scores_gemma":[0.9988851,0.00012890773,0.00016177938,0.00048505326,0.00028682975,0.00005233331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013755934,0.00014517155,0.0003643104,0.0001358904,0.000037224323,0.00000857673,0.00011673415,0.000048467453,0.0001868659],"category_scores_gemma":[0.00037834482,0.00010189694,0.00009451928,0.0002573095,0.00006813072,0.00009702897,0.000117708834,0.00012150069,0.0000013623122],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005001957,0.00087066815,0.96046335,0.0018857627,0.00003463682,9.567243e-7,0.029292075,0.0000081335465,0.00010023696,0.000005716162,0.000012671374,0.006825603],"study_design_scores_gemma":[0.0047392226,0.001419077,0.9466905,0.00004506812,0.00008327274,0.0000010931309,0.04404099,0.000011493156,0.0028219433,0.00006443665,0.0000053320887,0.00007754759],"about_ca_topic_score_codex":0.0042607803,"about_ca_topic_score_gemma":0.0067685773,"teacher_disagreement_score":0.054851748,"about_ca_system_score_codex":0.000113905175,"about_ca_system_score_gemma":0.000092335664,"threshold_uncertainty_score":0.6441054},"labels":[],"label_agreement":null},{"id":"W2141078479","doi":"10.1093/geronb/gbp027","title":"Impact of PRISMA, a Coordination-Type Integrated Service Delivery System for Frail Older People in Quebec (Canada): A Quasi-experimental Study","year":2009,"lang":"en","type":"article","venue":"The Journals of Gerontology Series B","topic":"Frailty in Older Adults","field":"Medicine","cited_by":224,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Université de Sherbrooke","funders":"Spinal Muscular Atrophy Foundation","keywords":"Empowerment; Autonomy; Gerontology; Medicine; Service delivery framework; Service (business); Psychology; Business; Marketing","score_opus":0.027272186006713117,"score_gpt":0.3254229216683226,"score_spread":0.2981507356616095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141078479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894201,0.0013120994,0.00006467637,0.0076764156,0.00019254767,0.0012217188,0.000019750907,0.000019671475,0.000072993076],"genre_scores_gemma":[0.99918646,0.000011962165,0.00015984368,0.00020406468,0.000042444506,0.000022084223,0.000011050477,0.000017404978,0.00034468577],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981477,0.00022727995,0.00080642477,0.00018623732,0.00031803877,0.0003143127],"domain_scores_gemma":[0.99792695,0.00023455081,0.00049525796,0.00037386044,0.00087652414,0.000092879345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004643691,0.00022469857,0.0008563184,0.00015796657,0.000077002376,0.000012369784,0.00027670423,0.00011939523,0.00008493081],"category_scores_gemma":[0.00020543352,0.00015097641,0.000115274175,0.00041652637,0.0000727921,0.000213268,0.00003175235,0.000252651,8.972586e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.032778867,0.021208696,0.6814425,0.0011633585,0.0037928994,0.00025764917,0.12574203,0.0007250648,0.087194756,0.00021893752,0.03843929,0.007035977],"study_design_scores_gemma":[0.0055314666,0.010049745,0.91125244,0.0005077066,0.00019413073,0.00035191365,0.06688115,0.00045891549,0.004503975,0.000015095475,0.0000702844,0.0001832021],"about_ca_topic_score_codex":0.60343295,"about_ca_topic_score_gemma":0.9343176,"teacher_disagreement_score":0.33088464,"about_ca_system_score_codex":0.00063253,"about_ca_system_score_gemma":0.0009279464,"threshold_uncertainty_score":0.61566395},"labels":[],"label_agreement":null},{"id":"W2141417574","doi":"10.1111/ggi.12134","title":"Validation and translation of the <scp>K</scp>ihon <scp>C</scp>hecklist (frailty index) into <scp>B</scp>razilian <scp>P</scp>ortuguese","year":2013,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Checklist; Medicine; Cronbach's alpha; Portuguese; Internal consistency; Geriatric Depression Scale; Scale (ratio); Gerontology; Mood; Population; Clinical psychology; Psychometrics; Psychiatry; Psychology; Depressive symptoms; Cognition; Cartography; Environmental health","score_opus":0.024889620861325446,"score_gpt":0.2873341782265629,"score_spread":0.2624445573652374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141417574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9508054,0.0057221865,0.0072884294,0.0049776193,0.009302807,0.0023002308,0.0004790219,0.00030026457,0.018824024],"genre_scores_gemma":[0.96912485,0.0036679811,0.0057661035,0.0014989377,0.0022188504,0.00051038706,0.0015555128,0.00021760781,0.015439755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99051505,0.00063275016,0.0029377735,0.0021866444,0.0021521612,0.0015755969],"domain_scores_gemma":[0.9857677,0.006982588,0.002484674,0.0013069088,0.0027086649,0.00074944267],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0015355,0.0013840888,0.001769601,0.0017790319,0.0005767827,0.00042222746,0.0019234451,0.001913726,0.00019455595],"category_scores_gemma":[0.013030288,0.001298894,0.0006697314,0.0010917899,0.0012406369,0.0014822885,0.0008231497,0.0016917374,0.00016172501],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016910599,0.0031169902,0.6201164,0.00103321,0.005644586,0.00026042372,0.03742752,0.0006276069,0.021051493,0.018888516,0.2535905,0.03807363],"study_design_scores_gemma":[0.0144534875,0.0011845268,0.6565487,0.00027795904,0.0014227292,0.0021648828,0.008434703,0.011782788,0.0044075856,0.014727213,0.28416502,0.00043042903],"about_ca_topic_score_codex":0.0021309284,"about_ca_topic_score_gemma":0.0015644622,"teacher_disagreement_score":0.0376432,"about_ca_system_score_codex":0.00076130737,"about_ca_system_score_gemma":0.0006197814,"threshold_uncertainty_score":0.999891},"labels":[],"label_agreement":null},{"id":"W2142514031","doi":"10.1016/s0140-6736(12)62167-9","title":"Frailty in elderly people","year":2013,"lang":"en","type":"review","venue":"The Lancet","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9302,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"University of Leeds","keywords":"Stressor; Vulnerability (computing); Gerontology; Medicine; Epidemiology; Population ageing; Health care; Population; Environmental health; Psychiatry; Computer science","score_opus":0.10830292635245736,"score_gpt":0.3690191590030328,"score_spread":0.2607162326505754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142514031","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000054085733,0.9839212,0.0000030280285,0.002656877,0.0002748853,0.0013530004,0.000035311343,0.00008129803,0.011620355],"genre_scores_gemma":[0.000017955288,0.9902097,0.00023552569,0.00044808403,0.0015966964,0.0002613169,0.0001063274,0.000056221044,0.007068174],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998513,0.00013899562,0.00041592628,0.00028117214,0.00023939587,0.00041151315],"domain_scores_gemma":[0.99818677,0.0002713036,0.00015349052,0.0012829291,0.000031843927,0.000073659874],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028539237,0.00030175922,0.0024949494,0.00009025646,0.000028405444,0.000030312734,0.0005232525,0.0002532865,0.00076829566],"category_scores_gemma":[0.00022743372,0.00016325747,0.00023550206,0.0003464182,0.000051406238,0.000038104943,0.000096456264,0.0009333989,0.0025577329],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004373147,0.00002510087,0.000053703006,0.008735681,0.000052450392,0.00001547989,0.00014311152,6.632436e-8,1.2455972e-7,0.00006242658,0.11589039,0.8750171],"study_design_scores_gemma":[0.00063240365,0.00006709558,0.00038464653,0.012787505,0.0002543666,0.00012806746,0.000013568468,0.000003409732,2.32311e-7,0.00011210384,0.9854492,0.00016740256],"about_ca_topic_score_codex":0.00028790723,"about_ca_topic_score_gemma":0.00031876084,"teacher_disagreement_score":0.8748497,"about_ca_system_score_codex":0.00010468956,"about_ca_system_score_gemma":0.00017318832,"threshold_uncertainty_score":0.9982189},"labels":[],"label_agreement":null},{"id":"W2143539073","doi":"10.1093/ageing/afm195","title":"Development of an easy prognostic score for frailty outcomes in the aged","year":2008,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":160,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Logistic regression; Prospective cohort study; Adverse effect; Proportional hazards model; Cohort; Activities of daily living; Cohort study; Population; Geriatrics; Risk assessment; Gerontology; Physical therapy; Internal medicine; Environmental health","score_opus":0.07194680552863308,"score_gpt":0.3062191094584379,"score_spread":0.2342723039298048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143539073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986328,0.00007707772,0.00021925397,0.00022908769,0.000025870375,0.0005136269,0.0000018159014,0.00001535844,0.0002851488],"genre_scores_gemma":[0.98891,0.0000074117143,0.010260771,0.00038949386,0.000028334947,0.000043770568,0.000018689541,0.000008493276,0.00033301994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99939317,0.00001952049,0.0001915392,0.00012367796,0.00013245417,0.00013965213],"domain_scores_gemma":[0.9995952,0.00017846252,0.000038143273,0.00013269031,0.000019141315,0.000036333284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016370454,0.00007883726,0.00017691066,0.00004424496,0.00008854615,0.000006331988,0.000065271895,0.000033593846,0.0000047922867],"category_scores_gemma":[0.0002703211,0.000049765265,0.000027291891,0.00007240525,0.000046213267,0.000057330373,0.000018049515,0.0000862884,0.0000010076352],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016819754,0.00089241925,0.6394192,0.0008883581,0.00014707354,0.014920177,0.10577742,0.000006845924,0.016927693,0.00014988473,0.00044495743,0.22025777],"study_design_scores_gemma":[0.0011638952,0.00010700547,0.99575955,0.00017366355,0.000017499806,0.00004140794,0.00059575384,0.000041946896,0.0008976103,0.00007287212,0.0010633374,0.000065431836],"about_ca_topic_score_codex":0.000030551106,"about_ca_topic_score_gemma":0.00026071328,"teacher_disagreement_score":0.35634038,"about_ca_system_score_codex":0.000009564769,"about_ca_system_score_gemma":0.00003963328,"threshold_uncertainty_score":0.20293686},"labels":[],"label_agreement":null},{"id":"W2143762700","doi":"10.5380/ce.v20i2.39928","title":"AVALIAÇÃO DA FRAGILIDADE DE IDOSOS INTERNADOS EM SERVIÇO DE EMERGÊNCIA DE UM HOSPITAL UNIVERSITÁRIO","year":2015,"lang":"pt","type":"article","venue":"Cogitare Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology","score_opus":0.04619904763327687,"score_gpt":0.3043603460382493,"score_spread":0.25816129840497243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143762700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97027713,0.0023688755,0.008122171,0.0060084164,0.0031108179,0.0011583491,0.00031156186,0.0005736169,0.008069053],"genre_scores_gemma":[0.95430374,0.00015080217,0.0014413971,0.002743549,0.0013262766,0.00003124451,0.00023763232,0.00021664148,0.03954869],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9945332,0.0004567687,0.0007839885,0.0010663562,0.0010276391,0.0021320395],"domain_scores_gemma":[0.9949522,0.00022753305,0.00032927337,0.0014993261,0.0008116031,0.002180082],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00091538747,0.00092858705,0.00094545214,0.0003766346,0.00022794031,0.00028032702,0.0014677665,0.00078845874,0.0015088998],"category_scores_gemma":[0.0016632543,0.0010567525,0.0004316685,0.0006545893,0.00026861936,0.00067675114,0.0009362177,0.0016617277,0.0023364052],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007950747,0.0013571773,0.254492,0.0011869211,0.0012247852,0.011442456,0.1638512,0.00043124906,0.001574836,0.00024667796,0.5438646,0.019533036],"study_design_scores_gemma":[0.034243185,0.0071463916,0.3327887,0.008174862,0.004750179,0.002347577,0.3227496,0.040149894,0.014224146,0.0016966885,0.22509237,0.006636401],"about_ca_topic_score_codex":0.0018379446,"about_ca_topic_score_gemma":0.000825028,"teacher_disagreement_score":0.3187722,"about_ca_system_score_codex":0.0034409023,"about_ca_system_score_gemma":0.0023699699,"threshold_uncertainty_score":0.99940383},"labels":[],"label_agreement":null},{"id":"W2144687160","doi":"10.4338/aci-2011-08-ra-0047","title":"Use of Clinical Decision Support to Improve the Quality of Care Provided to Older Hospitalized Patients","year":2012,"lang":"en","type":"article","venue":"Applied Clinical Informatics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"Alberta Health Services","keywords":"Clinical decision support system; Medicine; Quality (philosophy); Decision support system; MEDLINE; Computer science; Data science; Data mining","score_opus":0.09520153088502908,"score_gpt":0.44311494494984927,"score_spread":0.3479134140648202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144687160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912935,0.0000054390975,0.0023639977,0.0003288002,0.00089804427,0.0033696536,0.000110914356,0.000041083586,0.0015885994],"genre_scores_gemma":[0.9473843,0.000014378322,0.046103213,0.006038694,0.00018161614,0.00007869537,0.00008556766,0.000027588727,0.000085969295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9923727,0.00010737212,0.005842715,0.0002042647,0.0010159056,0.00045702295],"domain_scores_gemma":[0.9919481,0.0037764944,0.0012328667,0.0013993153,0.0008012059,0.0008420032],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0031377864,0.000250556,0.0013077421,0.00007828554,0.000043779237,0.000019112062,0.00038467257,0.00036368426,0.000077884084],"category_scores_gemma":[0.015044211,0.00016075118,0.0004309222,0.00031139623,0.00019892774,0.00023882824,0.00045936703,0.0004938368,0.00021559185],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030611344,0.0018841688,0.63267535,0.0006741611,0.0002148862,3.0775885e-7,0.011851347,0.000014272421,0.000032004464,0.0007708235,0.025312088,0.32350948],"study_design_scores_gemma":[0.0069826795,0.002558022,0.96763384,0.00021719272,0.00020290681,6.516882e-7,0.0019166468,0.00006162498,0.0009220716,0.000047535086,0.019167066,0.00028978504],"about_ca_topic_score_codex":0.000035658784,"about_ca_topic_score_gemma":0.000010903666,"teacher_disagreement_score":0.3349585,"about_ca_system_score_codex":0.00004601745,"about_ca_system_score_gemma":0.00022275858,"threshold_uncertainty_score":0.9932525},"labels":[],"label_agreement":null},{"id":"W2145598786","doi":"10.1093/gerona/59.12.1310","title":"Prevalence, Attributes, and Outcomes of Fitness and Frailty in Community-Dwelling Older Adults: Report From the Canadian Study of Health and Aging","year":2004,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":615,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Gerontology; Medicine; Confidence interval; Population; Physical fitness; Demography; Cohort study; Social isolation; Physical therapy; Environmental health; Psychiatry; Internal medicine","score_opus":0.06483808675045685,"score_gpt":0.3462304179925506,"score_spread":0.28139233124209373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145598786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9606592,0.018834444,0.000012970347,0.01981173,0.00005338878,0.000566268,0.000032645057,0.0000045492143,0.000024776538],"genre_scores_gemma":[0.9975032,0.0018765214,0.00022989816,0.00032223447,0.000013017266,0.000006014313,0.0000045845763,0.00000985689,0.00003463395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981153,0.000490334,0.0008267076,0.00013682985,0.00019416238,0.00023667543],"domain_scores_gemma":[0.9980364,0.0006060465,0.00060623535,0.000464238,0.00016231278,0.00012478173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018010151,0.00014341193,0.00073871814,0.000100857826,0.0002696586,0.000010903088,0.00017750307,0.0000804379,0.000010910896],"category_scores_gemma":[0.0006141633,0.00008723465,0.000026933947,0.000109940076,0.000580988,0.000120820165,0.00009871091,0.0005271939,4.5559673e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121401084,0.00014429426,0.93983734,0.00024197789,0.00014935537,0.000030064173,0.057329934,0.000014845248,0.00001616598,0.000014378563,0.000031505282,0.0020687243],"study_design_scores_gemma":[0.002548885,0.00057092286,0.9442697,0.0012884276,0.00007796631,0.0005541579,0.050099716,0.0000053234626,0.000066554465,0.00043476513,0.000022385353,0.00006120739],"about_ca_topic_score_codex":0.5219651,"about_ca_topic_score_gemma":0.78754044,"teacher_disagreement_score":0.26557535,"about_ca_system_score_codex":0.000056840247,"about_ca_system_score_gemma":0.00025191173,"threshold_uncertainty_score":0.48121822},"labels":[],"label_agreement":null},{"id":"W2145630306","doi":"10.1353/cja.2007.0001","title":"Relationship between Self-Report and Performance Measures of Function: A Systematic Review","year":2006,"lang":"en","type":"review","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"MEDLINE; Self-report study; Construct (python library); Correlation; Inclusion (mineral); Computer science; Medicine; Psychology; Clinical psychology; Mathematics; Social psychology","score_opus":0.0450225982726239,"score_gpt":0.2709716176880965,"score_spread":0.22594901941547263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145630306","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005090472,0.9942427,0.000026673451,0.0013295364,0.00052035594,0.0022818565,0.00007313637,0.000029090346,0.0009875847],"genre_scores_gemma":[0.008358856,0.9882702,0.00012156987,0.00035146283,0.00062256935,0.0001515529,0.00023929602,0.00012067827,0.0017637932],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99568355,0.000408934,0.0023430274,0.0005097379,0.00032745232,0.0007272741],"domain_scores_gemma":[0.99467975,0.0005125635,0.00163532,0.00082102965,0.0004943237,0.0018569985],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002590794,0.0006426366,0.0033473964,0.001010556,0.00034884192,0.00008846725,0.00030775013,0.0002826166,0.000050852428],"category_scores_gemma":[0.0014841734,0.0005397624,0.00052484195,0.0006651715,0.00010019206,0.00011789728,0.00002000113,0.0011911897,0.000018269722],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020109253,0.000018259036,0.006513739,0.96100247,0.0007724855,0.002641483,0.00027337766,0.000002002656,1.0767217e-8,0.00013732744,0.004365297,0.024271557],"study_design_scores_gemma":[0.00018411872,0.00016556986,0.001783206,0.46967593,0.0071524237,0.013947707,0.000016170226,0.0000017967867,3.981484e-8,0.000005660064,0.50679153,0.00027587294],"about_ca_topic_score_codex":0.00345718,"about_ca_topic_score_gemma":0.022938743,"teacher_disagreement_score":0.5024262,"about_ca_system_score_codex":0.0022916014,"about_ca_system_score_gemma":0.0027329177,"threshold_uncertainty_score":0.9997054},"labels":[],"label_agreement":null},{"id":"W2145945577","doi":"10.1093/geront/gnq108","title":"Perspectives on the Intersection of Cancer and Older Age","year":2010,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Intersection (aeronautics); Gerontology; Medicine; Demography; Sociology; Geography; Cartography","score_opus":0.02983307614285575,"score_gpt":0.32248393935282826,"score_spread":0.2926508632099725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145945577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96908015,0.00036419896,0.000027239112,0.018688478,0.00027660214,0.00024097557,0.000003524891,0.000024824742,0.01129402],"genre_scores_gemma":[0.99735147,0.000044882254,0.00006672837,0.0003159136,0.00012461655,0.000024540379,6.874568e-7,0.000006432596,0.002064751],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995693,0.000027337705,0.000086498985,0.000121634344,0.00009537468,0.00009986312],"domain_scores_gemma":[0.999432,0.00015304123,0.000051279574,0.0002994556,0.000041585,0.000022637481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001588283,0.000072118,0.00011425842,0.000013990108,0.00006453868,0.0000083704745,0.00008995417,0.000048335216,0.00022372775],"category_scores_gemma":[0.0002083755,0.000032837754,0.000033329925,0.000041428197,0.0006215045,0.000018651008,0.000027169475,0.0002824541,0.0000065648055],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023286743,0.0011014343,0.07962765,0.00029017808,0.00097484456,0.00009399455,0.21271306,0.000011527215,0.23966712,0.1407594,0.059630096,0.26280203],"study_design_scores_gemma":[0.0011504665,0.0004183807,0.96052074,0.00012519093,0.00011551234,0.000080646765,0.022686355,0.00012961078,0.010716386,0.00088787434,0.0030493422,0.0001195122],"about_ca_topic_score_codex":0.002457934,"about_ca_topic_score_gemma":0.0063765664,"teacher_disagreement_score":0.88089305,"about_ca_system_score_codex":0.000030076068,"about_ca_system_score_gemma":0.00001699046,"threshold_uncertainty_score":0.37156773},"labels":[],"label_agreement":null},{"id":"W2146171264","doi":"10.1093/annonc/mdt386","title":"An update on a systematic review of the use of geriatric assessment for older adults in oncology","year":2013,"lang":"en","type":"review","venue":"Annals of Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":261,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; Ontario Council of University Libraries; Université de Montréal; McGill University; Jewish General Hospital; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Geriatric oncology; Oncology; Gerontology; Clinical Oncology; Internal medicine; Cancer","score_opus":0.18382306977443985,"score_gpt":0.4823751972316865,"score_spread":0.29855212745724663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146171264","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012258605,0.98073155,0.000014586457,0.0020088668,0.0004006514,0.016164852,0.00018836591,0.000010869525,0.0003576701],"genre_scores_gemma":[0.00008767046,0.99337673,0.0017312011,0.0023013223,0.00007722738,0.002026796,0.00015149008,0.000060897248,0.00018666523],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9933677,0.0018904255,0.0034430448,0.0004897052,0.00040830768,0.00040085177],"domain_scores_gemma":[0.9904572,0.0026413985,0.0043295417,0.0015085313,0.00093821133,0.0001251252],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018146476,0.00045895288,0.00817446,0.0004638714,0.000017868404,0.000003646317,0.00063849695,0.00073606503,0.000118822354],"category_scores_gemma":[0.0022775568,0.0002717844,0.0010513061,0.00061541575,0.00018530533,0.000085880354,0.00012186768,0.00052365195,0.000013636823],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045305238,0.0012455537,0.0000039920387,0.6919259,0.00029644946,0.000008368172,0.00006173261,6.4718927e-7,7.0582746e-7,0.00011456873,0.009648881,0.2966479],"study_design_scores_gemma":[0.0011312146,0.00464673,0.000059403454,0.62356734,0.0022489356,0.00007319528,0.000020272317,0.000015574795,0.000005932004,0.000013956765,0.36806914,0.00014829791],"about_ca_topic_score_codex":0.000105689265,"about_ca_topic_score_gemma":0.000051123054,"teacher_disagreement_score":0.35842025,"about_ca_system_score_codex":0.00027479176,"about_ca_system_score_gemma":0.0019998855,"threshold_uncertainty_score":0.9999734},"labels":[],"label_agreement":null},{"id":"W2146689258","doi":"10.1093/gerona/63.12.1399","title":"Life Course Social and Health Conditions Linked to Frailty in Latin American Older Men and Women","year":2008,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":300,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Life course approach; Gerontology; Socioeconomic status; Demography; Odds; Affect (linguistics); Medicine; Odds ratio; Marital status; Social class; Logistic regression; Psychology; Environmental health; Population; Sociology","score_opus":0.09525616051662615,"score_gpt":0.38872815553202344,"score_spread":0.2934719950153973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146689258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8210268,0.00087284035,0.000014472749,0.17740092,0.0000314279,0.00029502602,0.000019264462,0.000013888753,0.00032535242],"genre_scores_gemma":[0.9918592,0.0009777651,0.00047709703,0.0059411917,0.00010176915,0.000027620614,0.0000031878315,0.00001358586,0.0005985806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987822,0.00015142909,0.00041260954,0.00014810314,0.00015606462,0.0003496051],"domain_scores_gemma":[0.99906826,0.00011746875,0.0002538609,0.00015357276,0.00008510427,0.0003217549],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004334185,0.00012731228,0.000615461,0.00009577404,0.00022648784,0.0000073521373,0.00008250096,0.000065032706,0.00012757021],"category_scores_gemma":[0.00022038253,0.0000957867,0.000027879167,0.00015826049,0.0008689056,0.00008883592,0.000057217036,0.00029727834,0.0000024918668],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015679789,0.00055244414,0.5760177,0.00017929082,0.0006257977,0.00013302393,0.29353538,0.000013646965,0.0020982479,0.00044790294,0.11056092,0.014267671],"study_design_scores_gemma":[0.0014890027,0.0008327576,0.9803642,0.00006436865,0.000023317169,0.00045121327,0.015533595,0.0000106053185,0.000017448416,0.00021212085,0.00092134805,0.00008001264],"about_ca_topic_score_codex":0.00082177896,"about_ca_topic_score_gemma":0.0013761829,"teacher_disagreement_score":0.40434653,"about_ca_system_score_codex":0.00006438403,"about_ca_system_score_gemma":0.00028324514,"threshold_uncertainty_score":0.39060682},"labels":[],"label_agreement":null},{"id":"W2146888020","doi":"10.1353/cja.2006.0018","title":"Des services intégrés pour les personnes âgées fragiles (SIPA): expérimentation d'un modèle pour le Canada","year":2006,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Multidisciplinary approach; Gerontology; Nursing; Psychology; Medicine; Political science","score_opus":0.012061187013195213,"score_gpt":0.213403384792437,"score_spread":0.20134219777924178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146888020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696309,0.0019726683,0.00019558617,0.023393856,0.00060989446,0.00034613148,0.00010340034,0.0000400228,0.0037075677],"genre_scores_gemma":[0.99191254,0.000083986255,0.002191645,0.0018278604,0.0012534903,0.00003373315,0.00012655168,0.00009710854,0.002473095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972708,0.00015867822,0.00064433477,0.0004951272,0.0002656254,0.0011653976],"domain_scores_gemma":[0.9969739,0.00013065987,0.0002968562,0.0003819461,0.00044401098,0.0017726299],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044293053,0.0004670763,0.0004884968,0.0005330722,0.0010439878,0.00023733394,0.0003743881,0.00012669341,0.0005511058],"category_scores_gemma":[0.0001190307,0.0004742628,0.0001596472,0.0003203439,0.00013296219,0.00023869103,0.000021953274,0.0005440895,0.000018886589],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022993141,0.00071435457,0.5511887,0.0026204607,0.0015983599,0.026153961,0.04307541,0.0255273,0.013865176,0.012607228,0.22865473,0.0937644],"study_design_scores_gemma":[0.0071373614,0.00065108633,0.5883484,0.006417829,0.0005457984,0.008621505,0.07226997,0.005109892,0.011868213,0.002881389,0.29389396,0.0022546244],"about_ca_topic_score_codex":0.9815971,"about_ca_topic_score_gemma":0.998821,"teacher_disagreement_score":0.091509774,"about_ca_system_score_codex":0.0032828178,"about_ca_system_score_gemma":0.0037044305,"threshold_uncertainty_score":0.9997709},"labels":[],"label_agreement":null},{"id":"W2147871082","doi":"10.1016/j.jamda.2013.11.013","title":"Response to the Letter From Xue and Varadhan: “What Is Missing in the Validation of Frailty Instruments?”","year":2014,"lang":"en","type":"letter","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Scopus; Medicine; MEDLINE; Gerontology","score_opus":0.017595149020680097,"score_gpt":0.29297924179151325,"score_spread":0.27538409277083314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147871082","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4402033,0.0000911535,0.0000421843,0.5588424,0.000584852,0.0001989485,0.000012585885,0.0000035772182,0.000020967549],"genre_scores_gemma":[0.24978179,0.00020855863,0.0001734842,0.7465113,0.003011545,0.000006750054,0.000016515269,0.00003130367,0.00025879117],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99258965,0.0028771104,0.0009645715,0.0002273735,0.0030441834,0.00029712616],"domain_scores_gemma":[0.9924345,0.0040872134,0.0026469445,0.00048326387,0.00023151642,0.00011653526],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00463076,0.00024820518,0.0008313811,0.00020411942,0.00009617547,0.00011311521,0.00067057705,0.0003455204,0.00008574548],"category_scores_gemma":[0.009643161,0.00012164839,0.00028292718,0.00054661516,0.00020337653,0.00015118501,0.00009394446,0.0023908867,0.000006457249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032960775,0.00005541149,0.028775876,0.000025867776,0.0002820231,0.00003337572,0.0032819314,0.0000019260015,0.0006458011,1.6575828e-7,0.9323626,0.034205385],"study_design_scores_gemma":[0.0013228687,0.0004151098,0.2871697,0.0022457046,0.0004899466,0.00008151307,0.00034724578,0.00009378083,0.0012702482,0.000112906055,0.7062553,0.00019564015],"about_ca_topic_score_codex":0.0008514137,"about_ca_topic_score_gemma":0.00002312774,"teacher_disagreement_score":0.25839382,"about_ca_system_score_codex":0.00064747146,"about_ca_system_score_gemma":0.0002834259,"threshold_uncertainty_score":0.99991065},"labels":[],"label_agreement":null},{"id":"W2148624649","doi":"10.1016/j.annepidem.2011.01.006","title":"A Multistate Model of Cognitive Dynamics in Relation to Frailty in Older Adults","year":2011,"lang":"en","type":"article","venue":"Annals of Epidemiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Poisson regression; Confidence interval; Gerontology; Frailty Index; Cognition; Covariate; Cognitive decline; Prospective cohort study; Cohort study; Cohort; Demography; Dementia; Psychiatry; Statistics; Population; Internal medicine; Disease","score_opus":0.19466987299132954,"score_gpt":0.4011580706320488,"score_spread":0.20648819764071924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148624649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874405,0.00016796275,0.006649211,0.0022665528,0.000045750858,0.00063138304,0.000085218606,0.000012356311,0.002701056],"genre_scores_gemma":[0.9890561,0.00015601313,0.008505766,0.0019824812,0.000010793736,0.00003803341,0.00008652624,0.00001640984,0.00014785679],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978614,0.00029307368,0.0010533641,0.0003270903,0.00008405073,0.0003810413],"domain_scores_gemma":[0.9976119,0.0014230594,0.00030483896,0.00025808156,0.00028084498,0.00012131416],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0014763651,0.00014281343,0.000780828,0.00036836052,0.0000067379765,2.5070963e-7,0.00009289741,0.00023161655,0.000047827474],"category_scores_gemma":[0.012700818,0.00013661651,0.000085229636,0.00025663758,0.00014496014,0.00007286778,0.000053378866,0.0002584592,0.000014036498],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037727763,0.00095116673,0.9486444,0.00027275766,0.00006870357,0.000031510586,0.012472818,0.0019891267,0.00017484448,0.0043263817,0.0008315236,0.026464017],"study_design_scores_gemma":[0.0020959135,0.00048858556,0.8189749,0.0013377746,0.000013332517,0.0000049855976,0.00046182278,0.17048235,0.00062835455,0.0054001925,0.0000040976606,0.00010768617],"about_ca_topic_score_codex":0.0033123526,"about_ca_topic_score_gemma":0.0033406622,"teacher_disagreement_score":0.16849323,"about_ca_system_score_codex":0.000044104472,"about_ca_system_score_gemma":0.000057774865,"threshold_uncertainty_score":0.9956156},"labels":[],"label_agreement":null},{"id":"W2148795834","doi":"10.1016/j.jamda.2014.03.003","title":"International Survey of Nursing Home Research Priorities","year":2014,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Baycrest Hospital","funders":"","keywords":"Medicine; Polypharmacy; Nursing; Dementia; Nursing homes; Prioritization; Nursing research; Best practice; Cognitive impairment; Cognition; Management science; Psychiatry","score_opus":0.05015692724267177,"score_gpt":0.40202736483007195,"score_spread":0.35187043758740016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148795834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9802735,0.00006050268,0.00018018176,0.015667683,0.0014525743,0.00007462955,0.0000069175794,0.000008259585,0.0022757815],"genre_scores_gemma":[0.99808085,0.0001756865,0.00026205363,0.00025331698,0.0006769408,7.7812683e-7,0.0000030238057,0.000012802831,0.0005345363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99474573,0.0011818502,0.00056569726,0.00009042275,0.0032042754,0.00021200032],"domain_scores_gemma":[0.9943964,0.0025697176,0.0011466388,0.00016180077,0.0015524572,0.00017301792],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007455868,0.000075152086,0.00043066553,0.00020766865,0.000057514022,0.000016903374,0.00037065477,0.00007208066,0.00009180222],"category_scores_gemma":[0.046784736,0.000049717015,0.00015064934,0.0006028608,0.0003476683,0.0000748897,0.00004870514,0.0007075094,0.000004086906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016669565,0.00021452698,0.87604314,0.000012100097,0.00017469448,0.0000026440507,0.00045853347,0.0000026469004,0.00095187523,0.000030808416,0.022427842,0.09951451],"study_design_scores_gemma":[0.000665839,0.00030754777,0.9947644,0.0005756892,0.00003922533,0.000030125066,0.000110854344,0.0003019376,0.00061937206,0.00018705924,0.0023519278,0.000046039502],"about_ca_topic_score_codex":0.000936062,"about_ca_topic_score_gemma":0.00004908907,"teacher_disagreement_score":0.118721254,"about_ca_system_score_codex":0.000936197,"about_ca_system_score_gemma":0.00038255524,"threshold_uncertainty_score":0.9612446},"labels":[],"label_agreement":null},{"id":"W2149818551","doi":"10.1093/gerona/glu089","title":"Frailty in the Honolulu-Asia Aging Study: Deficit Accumulation in a Male Cohort Followed to 90% Mortality","year":2014,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Institute on Aging; Canadian Institutes of Health Research","keywords":"Cohort; Gerontology; Demography; Cohort study; Medicine; Internal medicine; Sociology","score_opus":0.11880483591112909,"score_gpt":0.4016417383437257,"score_spread":0.2828369024325966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149818551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97758794,0.0002662035,0.00025127365,0.018717078,0.00016558327,0.0012330116,0.0000027883623,0.000018151095,0.0017579738],"genre_scores_gemma":[0.99836063,0.000035487574,0.00027796114,0.00087418524,0.000093827155,0.000066703615,0.0000031400737,0.000017122342,0.00027095847],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974191,0.00075307215,0.0007645615,0.0002486882,0.00042171878,0.00039281565],"domain_scores_gemma":[0.9983939,0.00039828545,0.00027451842,0.00074031024,0.000121820245,0.000071181865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033000063,0.00019461097,0.0006407825,0.00018861495,0.00010135503,0.000027789745,0.00042689795,0.0001152027,0.00013130814],"category_scores_gemma":[0.0009783573,0.00012127305,0.00009220563,0.0003781328,0.00012955882,0.00020020377,0.00009373334,0.0004997807,0.000013030095],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035821492,0.00027279241,0.9855838,0.00002483123,0.00010785597,0.000048467,0.010058793,0.0002621205,0.0009041668,0.0000875077,0.0004453784,0.001846078],"study_design_scores_gemma":[0.0016507324,0.00059930206,0.9890976,0.00013231227,0.000119530196,0.000308833,0.006705673,0.00019605151,0.00017418516,0.0004365717,0.00046973533,0.00010947681],"about_ca_topic_score_codex":0.0020818904,"about_ca_topic_score_gemma":0.036080793,"teacher_disagreement_score":0.033998903,"about_ca_system_score_codex":0.0000936252,"about_ca_system_score_gemma":0.000063032174,"threshold_uncertainty_score":0.9815082},"labels":[],"label_agreement":null},{"id":"W2149915437","doi":"10.1093/gerona/60.8.1046","title":"Frailty Index as a Measure of Biological Age in a Chinese Population","year":2005,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":275,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Demography; Gerontology; Life expectancy; Population; Index (typography); Medicine; Frailty Index; Cohort; Socioeconomic status; Regression analysis; Proportional hazards model; Statistics; Mathematics; Internal medicine","score_opus":0.0767840755649126,"score_gpt":0.3638235869779121,"score_spread":0.28703951141299955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149915437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814027,0.0021098617,0.000043346336,0.014607974,0.00007474212,0.00025056864,0.0000037778505,0.000015842534,0.0014912075],"genre_scores_gemma":[0.9983223,0.0002544787,0.00062567135,0.0003598014,0.00012171377,0.000007215689,0.000005055914,0.000009695992,0.0002940385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998578,0.00020082622,0.00062199397,0.00013148763,0.00024232837,0.00022534028],"domain_scores_gemma":[0.9990268,0.00013823654,0.00033702457,0.00030349722,0.00013037158,0.000064109154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063151366,0.00014315888,0.00060130854,0.00013129241,0.00003658299,0.000004302665,0.00018810936,0.00021292797,0.00033501556],"category_scores_gemma":[0.001032579,0.00008144101,0.000111825786,0.00020408962,0.0002722332,0.00014346704,0.000051466162,0.00036674514,0.0000065124104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025026402,0.00031457556,0.96101785,0.000049881135,0.0001385998,0.00006548192,0.0032161255,0.00012356894,0.016469346,0.00029694548,0.00033770245,0.015467275],"study_design_scores_gemma":[0.0015010464,0.00056380575,0.99285275,0.00016145728,0.000027749065,0.0008747806,0.0003784876,0.000043459506,0.0007038795,0.0023912913,0.0004272356,0.00007405295],"about_ca_topic_score_codex":0.00056346424,"about_ca_topic_score_gemma":0.0056992453,"teacher_disagreement_score":0.031834897,"about_ca_system_score_codex":0.000051622133,"about_ca_system_score_gemma":0.000048977105,"threshold_uncertainty_score":0.36681855},"labels":[],"label_agreement":null},{"id":"W2151337323","doi":"10.1136/ebn.6.2.58","title":"An algorithm had moderate sensitivity for identifying older women in nursing homes at risk of fracture","year":2003,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Foundation for Healthcare Improvement; University of Ottawa","funders":"","keywords":"Medicine; Web of science; Nursing homes; Gynecology; Algorithm; Internal medicine; Nursing; Mathematics","score_opus":0.03376286749061886,"score_gpt":0.3377793386411177,"score_spread":0.30401647115049885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151337323","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21671127,0.009520756,0.24620725,0.515315,0.0041647493,0.0068217576,0.0006589488,0.00043088218,0.00016940186],"genre_scores_gemma":[0.53087854,0.00057209044,0.09830829,0.35577735,0.007971797,0.00059500604,0.0021695134,0.0010766648,0.002650744],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99313915,0.0013803132,0.0011022289,0.001458781,0.0012342872,0.0016852691],"domain_scores_gemma":[0.9947618,0.002108456,0.00096157135,0.0013188878,0.0005179176,0.00033134077],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0023812172,0.00092434074,0.0019213626,0.0010073703,0.00032144604,0.00014346065,0.00026513342,0.0015128667,0.00011661218],"category_scores_gemma":[0.0010863877,0.00094324665,0.00047824057,0.0005995542,0.00051305187,0.00077519874,0.000018410645,0.002738052,0.000010980218],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001918378,0.0013830691,0.00584698,0.0055174446,0.00041568323,0.001999021,0.01532394,0.005311911,0.0050290637,0.000001549015,0.6116927,0.34556022],"study_design_scores_gemma":[0.0281446,0.005062936,0.05113665,0.48712865,0.005301372,0.0013578249,0.00481013,0.23096073,0.15439469,0.0061681294,0.018099697,0.007434589],"about_ca_topic_score_codex":0.00021958577,"about_ca_topic_score_gemma":0.000024950443,"teacher_disagreement_score":0.59359306,"about_ca_system_score_codex":0.004674301,"about_ca_system_score_gemma":0.0007268798,"threshold_uncertainty_score":0.9997834},"labels":[],"label_agreement":null},{"id":"W2151490779","doi":"10.1002/jbmr.2739","title":"Frailty Change and Major Osteoporotic Fracture in the Elderly: Data from the Global Longitudinal Study of Osteoporosis in Women 3-Year Hamilton Cohort","year":2015,"lang":"en","type":"article","venue":"Journal of Bone and Mineral Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"Canadian Institutes of Health Research; China Scholarship Council; Sanofi","keywords":"Osteoporosis; Osteoporotic fracture; Medicine; Cohort; Gerontology; Cohort study; Longitudinal data; Longitudinal study; Internal medicine; Demography; Bone mineral; Pathology","score_opus":0.2374248319376986,"score_gpt":0.4147684568434599,"score_spread":0.17734362490576133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151490779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98768795,0.002816185,0.0000010387694,0.008380377,0.000054122298,0.0008768143,0.00004831838,0.0000018472606,0.00013336014],"genre_scores_gemma":[0.99879956,0.00040580423,0.00009664052,0.00027622777,0.00029510006,0.000020453148,0.000014374522,0.00001007317,0.00008175004],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99691665,0.00048429155,0.0005744729,0.0002573845,0.0013958066,0.00037138475],"domain_scores_gemma":[0.9981709,0.00050995866,0.00017252515,0.00058499875,0.00034994708,0.00021164316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00526346,0.00013979826,0.00051938393,0.00018038187,0.00005373171,0.00006359738,0.00038167642,0.00009965897,0.000030273084],"category_scores_gemma":[0.0011827182,0.00007417385,0.000027485923,0.0005192236,0.00016987738,0.00028815842,0.0002788897,0.0009541914,0.0000018891698],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015062887,0.0006779536,0.9630432,0.000038711358,0.000095610034,0.0005332106,0.019911535,0.0000012823679,0.00010332195,0.0000027179062,0.010220103,0.0038660234],"study_design_scores_gemma":[0.0063912943,0.004193982,0.9487341,0.00023432322,0.000059797378,0.0002047548,0.038244285,0.000046991765,0.000007518395,0.00025255137,0.0015630914,0.00006732053],"about_ca_topic_score_codex":0.010079292,"about_ca_topic_score_gemma":0.012423608,"teacher_disagreement_score":0.01833275,"about_ca_system_score_codex":0.00015619707,"about_ca_system_score_gemma":0.00019797229,"threshold_uncertainty_score":0.99651265},"labels":[],"label_agreement":null},{"id":"W2151930761","doi":"10.1126/sageke.2003.12.vp2","title":"Help Available--Phenomenological Models for Research on Aging","year":2003,"lang":"en","type":"article","venue":"Science of Aging Knowledge Environment","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Organism; Isolation (microbiology); George (robot); Computer science; Epistemology; Cognitive science; Psychology; Data science; Biology; Philosophy; Artificial intelligence; Bioinformatics","score_opus":0.1784004681281258,"score_gpt":0.38487491904330173,"score_spread":0.20647445091517594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151930761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58488804,0.0036737625,0.009303896,0.0035778855,0.00076060416,0.0028127066,0.000015152433,0.00013356796,0.39483437],"genre_scores_gemma":[0.9760158,0.00011945471,0.011755927,0.000059192982,0.0000706496,0.00007927071,0.000002126522,0.000021155583,0.011876437],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9971678,0.00008926801,0.0002990466,0.0007262168,0.00090494804,0.00081270706],"domain_scores_gemma":[0.99862033,0.0002984367,0.00006252623,0.00066077133,0.000099847384,0.0002581123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032818366,0.00016662855,0.0002698329,0.0004052018,0.00035175652,0.000028311868,0.00036492845,0.000062916195,0.00033705184],"category_scores_gemma":[0.00039673975,0.00013926577,0.00007270089,0.00050369353,0.0015010112,0.00016265991,0.00015774553,0.0002987811,0.00044022515],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005108065,0.012705944,0.009995824,0.0021606593,0.000265629,0.000109806366,0.03457698,0.0287167,0.46682572,0.2649801,0.036901858,0.14224997],"study_design_scores_gemma":[0.008824862,0.0073456867,0.0041553066,0.0020984528,0.00013239971,0.00009708303,0.007779345,0.05022767,0.7593571,0.03791535,0.120703176,0.0013635975],"about_ca_topic_score_codex":0.0000040068853,"about_ca_topic_score_gemma":6.1441096e-7,"teacher_disagreement_score":0.39112774,"about_ca_system_score_codex":0.00061938295,"about_ca_system_score_gemma":0.00025399713,"threshold_uncertainty_score":0.56790936},"labels":[],"label_agreement":null},{"id":"W2152113564","doi":"10.1186/1471-2318-14-12","title":"Psychometric properties of the Late-Life Function and Disability Instrument: a systematic review","year":2014,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Eunice Kennedy Shriver National Institute of Child Health and Human Development; U.S. Public Health Service; Faculty of Health and Medical Sciences, University of Western Australia; National Institute on Disability and Rehabilitation Research; National Institutes of Health","keywords":"Construct validity; Medicine; Reliability (semiconductor); Rehabilitation; Construct (python library); Convergent validity; Gerontology; Clinical psychology; Criterion validity; Quality of life (healthcare); Psychometrics; Systematic review; MEDLINE; Physical therapy","score_opus":0.07557352616265339,"score_gpt":0.3013543341771621,"score_spread":0.22578080801450873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152113564","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002426519,0.99162954,0.000036573474,0.00010056947,0.0006421866,0.007204669,0.000017407285,0.000042061445,0.000084351625],"genre_scores_gemma":[0.00088693725,0.9978505,0.000058319387,0.00013433171,0.0001457337,0.00039498156,0.000017343567,0.000050291073,0.0004615543],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9965543,0.0005650566,0.0016866707,0.000379254,0.00059381616,0.00022090628],"domain_scores_gemma":[0.9968008,0.00025509577,0.001255432,0.001395836,0.00015150991,0.0001413259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012092477,0.00042705395,0.003733669,0.0001781598,0.000060430088,0.00002470925,0.00028463558,0.0002778055,0.000022393153],"category_scores_gemma":[0.006617612,0.00021219967,0.00067869056,0.0018525467,0.00016035786,0.00005021841,0.00015291657,0.00035752638,0.00003540993],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007668162,0.00008133082,0.00037448265,0.975788,0.0001239564,5.24813e-8,0.000012326982,4.962754e-8,1.2706593e-7,0.00001539815,0.00028134926,0.023315243],"study_design_scores_gemma":[0.0004992083,0.0001450523,0.000427284,0.9097169,0.015127036,0.000058235848,0.000011236872,0.0000063332795,2.5464132e-7,0.000014015439,0.07371997,0.00027445483],"about_ca_topic_score_codex":0.00001716728,"about_ca_topic_score_gemma":0.0000049463524,"teacher_disagreement_score":0.073438615,"about_ca_system_score_codex":0.00016146335,"about_ca_system_score_gemma":0.00031647846,"threshold_uncertainty_score":0.86532515},"labels":[],"label_agreement":null},{"id":"W2152348009","doi":"10.1093/ageing/29.4.353","title":"Short report. Compliance with recommendations in a geriatric outreach assessment service","year":2000,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McMaster University Medical Centre; Health Sciences Centre","funders":"Government of Ontario; McMaster University","keywords":"Outreach; Medicine; Compliance (psychology); Family medicine; Odds ratio; Demographics; Telephone interview; Service (business); Nursing; Gerontology; Psychology; Internal medicine","score_opus":0.0388052163032163,"score_gpt":0.32871620117586875,"score_spread":0.28991098487265243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152348009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695782,0.0000845261,0.00014902187,0.0064741573,0.000027368596,0.00025013095,0.000002424602,0.000044833643,0.023389349],"genre_scores_gemma":[0.98956406,0.00010312563,0.005517491,0.00083605933,0.000057109923,0.00002527968,0.000079082645,0.000012439622,0.0038053365],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992899,0.00001936744,0.00020291533,0.00021965294,0.00011012624,0.00015808023],"domain_scores_gemma":[0.9996328,0.000036942987,0.000028449864,0.00020784012,0.000028634213,0.000065327426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010866089,0.000092006725,0.00016910836,0.00005477291,0.000057435504,0.00002558365,0.000036143174,0.00003193493,0.0001900412],"category_scores_gemma":[0.000009020401,0.00007668856,0.000014542901,0.00027212058,0.000014077322,0.00010006789,0.000015035293,0.00016232983,0.00000978443],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007921847,0.00036144585,0.12222609,0.00028825953,0.00007805519,0.096937194,0.0019508485,0.00008116071,0.0007936822,0.000028138486,0.002085127,0.77509075],"study_design_scores_gemma":[0.00090694986,0.00008029122,0.9755114,0.00051417766,0.000043706208,0.00083820027,0.00019931937,0.00068401475,0.000020788248,0.000036147292,0.021035586,0.00012942657],"about_ca_topic_score_codex":0.0005038985,"about_ca_topic_score_gemma":0.00088263495,"teacher_disagreement_score":0.8532853,"about_ca_system_score_codex":0.00004056983,"about_ca_system_score_gemma":0.000027112159,"threshold_uncertainty_score":0.31272686},"labels":[],"label_agreement":null},{"id":"W2153668231","doi":"10.1186/1471-2318-10-82","title":"How can we improve targeting of frail elderly patients to a geriatric day-hospital rehabilitation program?","year":2010,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"Canadian Geriatrics Society","keywords":"Medicine; Rehabilitation; Cohort; Physical therapy; Timed Up and Go test; Geriatric rehabilitation; Gait; Logistic regression; Balance (ability); Grip strength; Quality of life (healthcare); Physical medicine and rehabilitation; Internal medicine","score_opus":0.006372887054509426,"score_gpt":0.241669340631264,"score_spread":0.23529645357675458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2153668231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98903745,0.00008702868,0.000487282,0.004286948,0.0024527353,0.003231137,0.00008269193,0.00018948007,0.0001452394],"genre_scores_gemma":[0.87185353,0.00000979799,0.12654792,0.00004874615,0.0006542989,0.0002295083,0.0000894873,0.00006550248,0.00050118484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975473,0.00006744172,0.0006097956,0.00057301146,0.0006746525,0.0005277832],"domain_scores_gemma":[0.99737924,0.00035472543,0.00037716154,0.0006539414,0.0008778159,0.0003571123],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042500935,0.00030204753,0.00046871495,0.00036075234,0.00008088322,0.000079260484,0.0002380776,0.0002762323,0.000033970002],"category_scores_gemma":[0.0064823073,0.00028436835,0.00021130861,0.0010500153,0.000077570956,0.00017718438,0.00011660989,0.0004192614,0.000022096685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029775107,0.0027600648,0.6137774,0.0018264122,0.000074800424,0.000008704044,0.008014651,0.000009191848,0.0239302,0.00016032785,0.016647944,0.33249256],"study_design_scores_gemma":[0.013252347,0.02740258,0.86599714,0.00022551477,0.0005749738,0.000008595405,0.0028742957,0.0005534594,0.0077831233,0.00086373056,0.078736395,0.0017278561],"about_ca_topic_score_codex":0.00014244826,"about_ca_topic_score_gemma":0.00015284443,"teacher_disagreement_score":0.33076468,"about_ca_system_score_codex":0.00011003123,"about_ca_system_score_gemma":0.00029467652,"threshold_uncertainty_score":0.99996084},"labels":[],"label_agreement":null},{"id":"W2154112588","doi":"10.1093/ageing/afi146","title":"What would make a definition of frailty successful?","year":2005,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":383,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Medicine; Gerontology; MEDLINE","score_opus":0.039168152716933226,"score_gpt":0.2881346450237717,"score_spread":0.24896649230683845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154112588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986529,0.0013890513,0.00013405108,0.0028361953,0.00008559531,0.000114073526,0.0000023790626,0.00003610609,0.008873552],"genre_scores_gemma":[0.99469954,0.0007137566,0.0021705003,0.0013304349,0.00016248376,0.000004813166,0.000018080033,0.000010778053,0.00088961585],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9994161,0.0000121513185,0.00016476869,0.00013633311,0.0001347848,0.00013583708],"domain_scores_gemma":[0.9996669,0.000046344638,0.000047496273,0.00014598652,0.000031230662,0.0000620229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006884214,0.00007958003,0.00016140871,0.00005398166,0.000036589485,0.00003138476,0.00003477643,0.0000992833,0.000104947176],"category_scores_gemma":[0.000058513713,0.00006942652,0.000039060084,0.00008199389,0.000048374244,0.00022915064,0.000029123412,0.00018685164,0.000017907918],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079742014,0.00016972487,0.0053544426,0.00038719107,0.000072591334,0.004147242,0.0035525816,0.0000049919095,0.031448636,0.00094380934,0.0013739469,0.9524651],"study_design_scores_gemma":[0.0092706345,0.0008922453,0.7791647,0.005647059,0.00045852995,0.00056192407,0.004449884,0.00075280946,0.045476027,0.006968442,0.14553802,0.00081977906],"about_ca_topic_score_codex":0.00006383187,"about_ca_topic_score_gemma":0.00014463848,"teacher_disagreement_score":0.9516453,"about_ca_system_score_codex":0.000013032476,"about_ca_system_score_gemma":0.000011395699,"threshold_uncertainty_score":0.28311312},"labels":[],"label_agreement":null},{"id":"W2154232251","doi":"10.1093/gerona/glt137","title":"Biological Age Revisited","year":2013,"lang":"en","type":"letter","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Biological age; Biology; Evolutionary biology","score_opus":0.1072424632319607,"score_gpt":0.3360610957026431,"score_spread":0.2288186324706824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154232251","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013306137,0.0099653,0.00002483209,0.9695529,0.000506176,0.00066377805,0.000035916262,0.00006601691,0.0058789463],"genre_scores_gemma":[0.006354623,0.0070981826,0.0016998595,0.9357972,0.0059278924,0.00006133651,0.00021927313,0.000094422096,0.04274719],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997309,0.0004817667,0.000901364,0.00032154628,0.0003885539,0.0005977209],"domain_scores_gemma":[0.99728805,0.00047249344,0.00079143373,0.0009839586,0.00036934754,0.000094746574],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00049574586,0.0004107291,0.0015249059,0.00016249325,0.00010648581,0.00003217922,0.00062542764,0.0014315055,0.0040407563],"category_scores_gemma":[0.00076766225,0.00022003848,0.00037871063,0.00014141588,0.0010527144,0.00011207062,0.00016265846,0.0031515013,0.00021202897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016065397,0.000028127182,0.0004590386,0.00019350096,0.00045161496,0.0013186652,0.00023371937,1.41449e-7,0.00086308195,0.000028659275,0.9948423,0.0014204961],"study_design_scores_gemma":[0.00068216684,0.00097234035,0.009712202,0.000688464,0.0003320515,0.007706216,0.00011797828,0.0000014009953,0.00021287748,0.0012942809,0.97803646,0.00024357377],"about_ca_topic_score_codex":0.00010015802,"about_ca_topic_score_gemma":0.000019497966,"teacher_disagreement_score":0.036868244,"about_ca_system_score_codex":0.000065201515,"about_ca_system_score_gemma":0.00008937364,"threshold_uncertainty_score":0.9998648},"labels":[],"label_agreement":null},{"id":"W2155081424","doi":"10.1016/j.surg.2010.12.014","title":"Postoperative disposition and health services use in elderly patients undergoing colorectal cancer surgery: A population-based study","year":2011,"lang":"en","type":"article","venue":"Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; Centre for Health Evaluation and Outcome Sciences; University Health Network; University of Toronto; Institute for Clinical Evaluative Sciences","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Colorectal cancer; Colorectal surgery; Cancer surgery; General surgery; Population; Disposition; Surgery; Cancer; Internal medicine; Environmental health; Abdominal surgery","score_opus":0.043204930361971323,"score_gpt":0.29426013428600983,"score_spread":0.2510552039240385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155081424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982232,0.00009971721,0.0000037161396,0.00045053475,0.00027423282,0.00085483125,0.000031921772,0.000050067385,0.00001179212],"genre_scores_gemma":[0.9986937,0.000022970173,0.000050680424,0.00081333116,0.000025625972,0.000090515416,0.0002595186,0.000025757608,0.000017883922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985966,0.00017658586,0.0004104174,0.0003079159,0.00023779782,0.00027069563],"domain_scores_gemma":[0.99885446,0.0006180381,0.0001519736,0.00013605886,0.00010865074,0.00013081817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003280463,0.00016382102,0.00043535084,0.00029136115,0.00009142037,0.00002743392,0.000024830699,0.000056566198,0.000049935297],"category_scores_gemma":[0.00008299479,0.0001515057,0.000054530246,0.0002817402,0.00001815533,0.00030685865,0.00001728575,0.000118053395,0.0000031657432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032152203,0.00066580076,0.9919829,0.00016803156,0.000032095617,0.000026876609,0.002772851,0.0000063229413,0.000006444517,0.000001914841,0.00011563713,0.0038996385],"study_design_scores_gemma":[0.0009021623,0.00032411248,0.99707496,0.00080784305,0.0000201019,0.0000017192274,0.00054837926,0.00011665717,0.000054688113,0.0000073053498,0.0000046154087,0.00013743027],"about_ca_topic_score_codex":0.03555182,"about_ca_topic_score_gemma":0.070876144,"teacher_disagreement_score":0.03532432,"about_ca_system_score_codex":0.00024436365,"about_ca_system_score_gemma":0.00030665178,"threshold_uncertainty_score":0.97087055},"labels":[],"label_agreement":null},{"id":"W2155087925","doi":"10.1093/geronb/gbs069","title":"Benefits of Physical Exercise Training on Cognition and Quality of Life in Frail Older Adults","year":2012,"lang":"en","type":"article","venue":"The Journals of Gerontology Series B","topic":"Frailty in Older Adults","field":"Medicine","cited_by":325,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Heart Institute; Centre Hospitalier de l’Université de Montréal; Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"Canadian Institutes of Health Research","keywords":"Cognition; Quality of life (healthcare); Gerontology; Psychology; Cognitive training; Executive functions; Physical exercise; Vulnerability (computing); Effects of sleep deprivation on cognitive performance; Physical therapy; Medicine; Physical medicine and rehabilitation; Psychiatry","score_opus":0.10545879047504769,"score_gpt":0.3525758100259326,"score_spread":0.2471170195508849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155087925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99186164,0.0039768964,0.0000074884483,0.0033016547,0.00008118838,0.0002521819,0.000019703559,0.0000068197,0.0004923964],"genre_scores_gemma":[0.99892026,0.00056740287,0.00016050256,0.0001961977,0.00010114271,0.000007738565,0.0000035337514,0.00001136899,0.00003187446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986057,0.00017151554,0.0006202904,0.00010501681,0.0002560169,0.0002414452],"domain_scores_gemma":[0.99856186,0.00043767982,0.0004950361,0.00021591625,0.00018153158,0.000107956446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075386674,0.00012907806,0.00079218985,0.0001004555,0.000028167464,0.0000019193042,0.000090025664,0.00014471814,0.00005353489],"category_scores_gemma":[0.00068153156,0.00008991421,0.000080922495,0.00009900709,0.00041225154,0.00018792266,0.00003325534,0.00032061926,0.0000012506231],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024538029,0.0046109557,0.422255,0.0030863092,0.0007354455,0.0000058881806,0.31165618,0.00011292096,0.0432422,0.0035555584,0.00093372667,0.18526778],"study_design_scores_gemma":[0.0029498234,0.0005706622,0.96906847,0.0017926177,0.000099733756,0.000038826965,0.007321512,0.000010399437,0.017876891,0.0001770404,0.000012284951,0.00008173907],"about_ca_topic_score_codex":0.00013015234,"about_ca_topic_score_gemma":0.00021234955,"teacher_disagreement_score":0.5468134,"about_ca_system_score_codex":0.000012360658,"about_ca_system_score_gemma":0.00003399906,"threshold_uncertainty_score":0.36665952},"labels":[],"label_agreement":null},{"id":"W2155269109","doi":"10.1093/ageing/30.2.147","title":"Efficacy of a nurse-led multidimensional preventive programme for older people at risk of functional decline. A randomized controlled trial","year":2001,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Randomized controlled trial; Psychological intervention; Gerontology; Activities of daily living; Autonomy; Population; Physical therapy; Family medicine; Nursing; Environmental health","score_opus":0.014239484378463474,"score_gpt":0.27869790332829236,"score_spread":0.2644584189498289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155269109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874381,0.00048158743,0.0030948466,0.0002851881,0.00021973684,0.008256363,0.0000121346775,0.000025912022,0.00018615152],"genre_scores_gemma":[0.99335396,0.00008614351,0.0028182387,0.000051454343,0.0002137964,0.00059516594,0.00007546795,0.000019026525,0.002786752],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9983372,0.00018445107,0.000701165,0.00025308196,0.00029647167,0.00022764411],"domain_scores_gemma":[0.9958101,0.0033152516,0.0004267611,0.00015072327,0.00020186201,0.00009532215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008848556,0.00016920375,0.0014023146,0.00009412178,0.000079828045,0.0000062413674,0.000036302394,0.00009098167,0.00012279487],"category_scores_gemma":[0.0032264614,0.00011730018,0.0006054664,0.00011256362,0.0001234297,0.000045066776,0.000036070745,0.000105018626,0.0000017560136],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9841114,0.00089177047,0.0008642137,0.00009675799,0.0009500769,0.00012593127,0.0011101231,0.000024300947,0.0024419022,0.000052832056,0.00020239018,0.009128273],"study_design_scores_gemma":[0.9666183,0.0005281298,0.027077068,0.00031229283,0.001360697,0.000020085701,0.000121855155,0.0031323852,0.00036572028,0.00013774139,0.00022126955,0.000104467654],"about_ca_topic_score_codex":0.00010073192,"about_ca_topic_score_gemma":0.00009954414,"teacher_disagreement_score":0.026212854,"about_ca_system_score_codex":0.00002478898,"about_ca_system_score_gemma":0.000059985035,"threshold_uncertainty_score":0.47833624},"labels":[],"label_agreement":null},{"id":"W2155501735","doi":"10.1136/bmjopen-2012-001483","title":"Integrated oncogeriatric approach: a systematic review of the literature using concept analysis","year":2012,"lang":"en","type":"review","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre de Santé et de Services Sociaux de Chicoutimi; Santé Montérégie; Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"","keywords":"Medicine; Thematic analysis; Inclusion (mineral); Multidisciplinary approach; Citation; Integrated care; Geriatrics; Population; Health care; Intervention (counseling); Family medicine; Qualitative research; Nursing; Psychology; Psychiatry","score_opus":0.1865040151796687,"score_gpt":0.4486720597442907,"score_spread":0.262168044564622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155501735","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.698022e-7,0.95030427,0.00006191568,0.000050580933,0.00018778763,0.047230333,0.00021577923,0.000017518914,0.0019316754],"genre_scores_gemma":[0.0000037227767,0.99141645,0.0019053683,0.00031254135,0.00018038217,0.0021713409,0.0009130244,0.00006701167,0.0030301595],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9946725,0.0017369026,0.0021646032,0.00045536348,0.00066684565,0.00030381052],"domain_scores_gemma":[0.99409854,0.000218809,0.0025699234,0.0025551966,0.00040930047,0.00014824622],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022552407,0.00057074614,0.008542588,0.00034032486,0.000056507703,0.000101437305,0.0014711607,0.00039856933,0.00020469016],"category_scores_gemma":[0.0014675958,0.00027082072,0.0020901961,0.0064445534,0.00007971327,0.00014205195,0.00064830936,0.00068252167,0.000028864144],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004235304,0.00007884814,0.0000031363252,0.9817138,0.0036037616,0.00000772714,0.00023647268,3.1665192e-7,5.8104245e-8,0.000014543042,0.00089562085,0.013441491],"study_design_scores_gemma":[0.00019219184,0.000019440367,0.0000013530416,0.824563,0.11315184,0.00043955466,0.00004018503,0.00002969181,1.7809134e-7,6.893162e-7,0.0613218,0.0002400619],"about_ca_topic_score_codex":0.00008781773,"about_ca_topic_score_gemma":0.000004099798,"teacher_disagreement_score":0.15715078,"about_ca_system_score_codex":0.0003022206,"about_ca_system_score_gemma":0.0010423077,"threshold_uncertainty_score":0.99997437},"labels":[],"label_agreement":null},{"id":"W2155858865","doi":"10.1093/ageing/aft160","title":"The frailty phenotype and the frailty index: different instruments for different purposes","year":2013,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":807,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Frailty Index; Medicine; Gerontology; Psychological intervention; Index (typography); Geriatrics; Computer science; Nursing","score_opus":0.023737913229832232,"score_gpt":0.26259782334305803,"score_spread":0.2388599101132258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155858865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906635,0.0009646283,0.00028085356,0.005657823,0.00019472066,0.001371599,0.0000060510897,0.00004140873,0.0008193803],"genre_scores_gemma":[0.9954138,0.0005046295,0.00006195415,0.0010728021,0.00020063925,0.00023278307,0.000013550501,0.000023833982,0.002476036],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99887973,0.000054408254,0.00025053817,0.0002610285,0.00021751266,0.00033681045],"domain_scores_gemma":[0.9988975,0.00051633304,0.000083899366,0.00032680258,0.00004805369,0.00012743322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001105441,0.00021867549,0.0003075765,0.00002885447,0.0004785312,0.00019195123,0.00013413407,0.0000789812,0.000038578455],"category_scores_gemma":[0.00021817593,0.00009794827,0.00007595768,0.00004845593,0.00029309138,0.00010384315,0.00016482988,0.00023802998,0.0000071295913],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004026137,0.00014340736,0.027265668,0.0002382255,0.00037993668,0.00009400298,0.00318376,6.090361e-7,0.0038459832,0.0022586926,0.0033832155,0.9588039],"study_design_scores_gemma":[0.006856667,0.00024095898,0.96651137,0.00025015234,0.00015525486,0.00001825182,0.00068363093,0.0014857935,0.000894886,0.010404673,0.012278455,0.00021991043],"about_ca_topic_score_codex":0.00026139352,"about_ca_topic_score_gemma":0.00022053056,"teacher_disagreement_score":0.95858395,"about_ca_system_score_codex":0.000023180766,"about_ca_system_score_gemma":0.000010246148,"threshold_uncertainty_score":0.39942145},"labels":[],"label_agreement":null},{"id":"W2155942399","doi":"10.1016/j.ridd.2013.10.016","title":"Characteristics of the least frail adults with intellectual disabilities: A positive biology perspective","year":2013,"lang":"en","type":"article","venue":"Research in Developmental Disabilities","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Intellectual disability; Gerontology; Dementia; Psychology; Population; Frailty Index; Odds; Frailty syndrome; Psychological intervention; Odds ratio; Depression (economics); Down syndrome; Medicine; Psychiatry; Logistic regression; Disease","score_opus":0.05761891021057561,"score_gpt":0.3368624239619566,"score_spread":0.279243513751381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155942399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783491,0.00008254367,0.000008685323,0.003811875,0.00007714666,0.0019904673,0.000112839676,0.00002869902,0.015538675],"genre_scores_gemma":[0.99651235,0.000045359182,0.00049997796,0.000080105376,0.000061235376,0.0004640818,0.000038247927,0.000034851615,0.0022637818],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99708027,0.00041364922,0.00051719986,0.00051962683,0.00072870683,0.000740526],"domain_scores_gemma":[0.99442035,0.0039904234,0.000059985727,0.0004436503,0.00091207423,0.00017350425],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045835285,0.00025902636,0.00047376932,0.00022696478,0.00015119227,0.000036438178,0.00037613252,0.00013430812,0.0016932571],"category_scores_gemma":[0.008486869,0.00016358893,0.00009056405,0.0007640103,0.004855694,0.00018430111,0.00041449064,0.00075726886,0.00020393754],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012902163,0.001003429,0.7537476,0.00066764065,0.00015684286,0.0000038549806,0.23120423,4.3493134e-7,0.00094448676,0.003175697,0.0011735167,0.006632079],"study_design_scores_gemma":[0.0013069514,0.0008841736,0.4814028,0.0013025916,0.000007637695,0.00006584568,0.5089204,0.0000414588,0.0025420669,0.0031600944,0.000158592,0.00020740321],"about_ca_topic_score_codex":0.0053851977,"about_ca_topic_score_gemma":0.0008147532,"teacher_disagreement_score":0.27771613,"about_ca_system_score_codex":0.0016532529,"about_ca_system_score_gemma":0.00078694965,"threshold_uncertainty_score":0.99986506},"labels":[],"label_agreement":null},{"id":"W2156016749","doi":"10.1093/jnci/djs285","title":"Use of Geriatric Assessment for Older Adults in the Oncology Setting: A Systematic Review","year":2012,"lang":"en","type":"review","venue":"JNCI Journal of the National Cancer Institute","topic":"Frailty in Older Adults","field":"Medicine","cited_by":332,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Geriatric oncology; CINAHL; Geriatrics; MEDLINE; Observational study; Systematic review; Cochrane Library; Quality of life (healthcare); Gerontology; Internal medicine; Meta-analysis; Psychological intervention; Cancer; Psychiatry; Nursing","score_opus":0.1649428190967298,"score_gpt":0.4616101737853429,"score_spread":0.2966673546886131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156016749","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010195228,0.9881508,0.00004521572,0.0033018696,0.0023212368,0.0058248015,0.00017113588,0.0000033236747,0.00017144454],"genre_scores_gemma":[0.00013278922,0.9940953,0.0013964782,0.0019854615,0.0013600906,0.00072080415,0.00002953077,0.000029436862,0.00025005674],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99505377,0.00060167833,0.002484263,0.00017180703,0.0014480605,0.00024040558],"domain_scores_gemma":[0.9923005,0.001451635,0.004407239,0.00032287676,0.0014380298,0.00007970434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035205772,0.00031401106,0.002673574,0.00032781874,0.000064985084,0.000019540063,0.00071322755,0.00022715825,0.000029799212],"category_scores_gemma":[0.0028965904,0.00014604983,0.0011282002,0.0006770278,0.00008813545,0.00027245717,0.00006980134,0.0008852388,0.00000245009],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037766382,0.0002967949,0.000015131961,0.9140589,0.0006585915,0.000010183512,0.00018772771,0.000016269725,2.5537742e-7,0.00021009182,0.016673593,0.06783466],"study_design_scores_gemma":[0.00070895033,0.00007674473,0.00011531191,0.47769904,0.005575326,0.0010293263,0.000009628037,0.0000075071553,2.8524494e-7,0.000014216653,0.51467055,0.00009312688],"about_ca_topic_score_codex":0.00002778452,"about_ca_topic_score_gemma":0.000051120718,"teacher_disagreement_score":0.49799693,"about_ca_system_score_codex":0.001996246,"about_ca_system_score_gemma":0.0048751687,"threshold_uncertainty_score":0.864834},"labels":[],"label_agreement":null},{"id":"W2156190562","doi":"10.1093/ageing/aft010","title":"Exploring the relationship between national economic indicators and relative fitness and frailty in middle-aged and older Europeans","year":2013,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"National Institute on Aging; Canadian Institutes of Health Research; European Commission","keywords":"Medicine; Demography; Gerontology; Index (typography); Population; National Death Index; Confidence interval; Environmental health","score_opus":0.13849787051983453,"score_gpt":0.2875220859863826,"score_spread":0.1490242154665481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156190562","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99666315,0.0003452713,0.000028097676,0.0013973943,0.000028351638,0.00029067745,0.000004910592,0.000017891816,0.001224278],"genre_scores_gemma":[0.99905044,0.000113186084,0.00015523407,0.00014614542,0.00008949949,0.000027145215,0.00001137702,0.000014671706,0.00039232743],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992897,0.00007361789,0.00018928478,0.0002250027,0.0000865031,0.00013591694],"domain_scores_gemma":[0.9988776,0.00088999735,0.000054112446,0.00008433648,0.000009726762,0.00008422498],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025621135,0.00010846016,0.0001523559,0.00013370831,0.00017266184,0.0000620164,0.000033059514,0.000042486623,0.000012359128],"category_scores_gemma":[0.00026919937,0.000083386985,0.000011859608,0.00008791312,0.0001540139,0.00048866356,0.00007503018,0.0002849802,0.0000058075],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000045506636,0.0000063052507,0.97921246,0.000055543933,0.000025786063,0.00010069748,0.008361506,0.000001900354,0.00005856196,0.00055859465,0.000063891646,0.011550224],"study_design_scores_gemma":[0.00088881835,0.00002682481,0.9966224,0.0002551544,0.000024989879,0.00001670422,0.00065403845,0.00006731738,0.000017436241,0.0011494161,0.00018240255,0.00009448871],"about_ca_topic_score_codex":0.00016586538,"about_ca_topic_score_gemma":0.00007545722,"teacher_disagreement_score":0.017409971,"about_ca_system_score_codex":0.000026346683,"about_ca_system_score_gemma":0.000014831193,"threshold_uncertainty_score":0.34004226},"labels":[],"label_agreement":null},{"id":"W2156844923","doi":"10.1001/archinte.164.21.2321","title":"The Burden of Symptoms Among Community-Dwelling Older Persons With Advanced Chronic Disease","year":2004,"lang":"en","type":"article","venue":"Archives of Internal Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":190,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Medicine; COPD; Confidence interval; Heart failure; Disease; Internal medicine; Physical therapy; Cross-sectional study; Pulmonary disease; Comorbidity; Pathology","score_opus":0.009011464538343146,"score_gpt":0.2696516465772934,"score_spread":0.26064018203895023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156844923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830282,0.0022140655,0.003545363,0.0059578526,0.00013128431,0.00045629538,0.000010441492,0.000033770855,0.0046227826],"genre_scores_gemma":[0.9977966,0.00024365878,0.0005722747,0.00012277262,0.00028600683,0.000017249948,0.000014222921,0.000031542128,0.0009156555],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99861306,0.00008716329,0.00043385156,0.0001645291,0.00042725418,0.00027412476],"domain_scores_gemma":[0.9979578,0.00081474916,0.00025339428,0.00064453157,0.000076810175,0.0002526628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016527445,0.00019674502,0.0004089657,0.00013357704,0.00012545088,0.0000039322476,0.00041778135,0.000024393172,0.000037007856],"category_scores_gemma":[0.0003653884,0.00010949673,0.000105417705,0.00012287733,0.001944582,0.00006328195,0.00009446484,0.00057951215,0.0000023482903],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020351201,0.002157159,0.20077772,0.0073377956,0.0049039926,0.0009629958,0.27468,0.02682421,0.12758239,0.0050638965,0.0010694095,0.32828924],"study_design_scores_gemma":[0.054250605,0.025878692,0.69636947,0.1263706,0.0018727952,0.0004973548,0.041492432,0.008391168,0.035396468,0.0050361403,0.0035220527,0.00092225085],"about_ca_topic_score_codex":0.0020329615,"about_ca_topic_score_gemma":0.00016885664,"teacher_disagreement_score":0.49559173,"about_ca_system_score_codex":0.00005393153,"about_ca_system_score_gemma":0.00014017128,"threshold_uncertainty_score":0.7164893},"labels":[],"label_agreement":null},{"id":"W2156847230","doi":"10.1123/japa.2012-0139","title":"Barriers to Physical Activity and Restorative Care for Residents in Long-Term Care: A Review of the Literature","year":2013,"lang":"en","type":"review","venue":"Journal of Aging and Physical Activity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Term (time); Long-term care; Medicine; Psychology; Physical activity; Gerontology; Nursing; Physical therapy","score_opus":0.026884963097779643,"score_gpt":0.37322418261329154,"score_spread":0.3463392195155119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156847230","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24069762,0.7571434,0.0000051465872,0.00058731897,0.00011548224,0.0013469618,0.000082459956,0.0000037224113,0.000017914763],"genre_scores_gemma":[0.15545204,0.8437469,0.000045643246,0.00006941596,0.0005564371,0.000042332354,0.0000056050085,0.000032187607,0.000049419374],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99830663,0.0003972978,0.00030892793,0.00032363078,0.00043757074,0.00022596985],"domain_scores_gemma":[0.9976523,0.0005388435,0.0007225016,0.0003364314,0.0004176906,0.00033224496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019427502,0.0003810983,0.0024511258,0.00012481495,0.000081924816,0.000044726366,0.0001904092,0.00013817291,0.0000012999577],"category_scores_gemma":[0.00072140724,0.00021794238,0.000621789,0.000393953,0.00012271355,0.00025678653,0.00013789927,0.0012417588,4.1808198e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084071464,0.00016251772,0.00029930504,0.21105576,0.00016451562,0.000021445154,0.0052192947,2.1009076e-7,0.0000634689,0.0000031522393,0.00030669803,0.78261954],"study_design_scores_gemma":[0.0015720598,0.0012325182,0.0319499,0.94180804,0.0027904871,0.00023893139,0.00020111736,0.0000067502974,0.0006327029,0.000046996607,0.019011082,0.0005093842],"about_ca_topic_score_codex":0.00003777024,"about_ca_topic_score_gemma":0.000012381745,"teacher_disagreement_score":0.78211015,"about_ca_system_score_codex":0.00025147074,"about_ca_system_score_gemma":0.00044218203,"threshold_uncertainty_score":0.8887432},"labels":[],"label_agreement":null},{"id":"W2157595640","doi":"10.3138/cja.26.4.379","title":"Can They Keep Going on Their Own? A Four-Year Randomized Trial of Functional Assessments of Community Residents","year":2007,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Newfoundland and Labrador Centre for Applied Health Research; Memorial University of Newfoundland; University of Calgary","funders":"","keywords":"Institutionalisation; Intervention (counseling); Medicine; Randomized controlled trial; Gerontology; Activities of daily living; Caregiver burden; Nursing; Physical therapy; Dementia; Psychiatry","score_opus":0.03055812833453304,"score_gpt":0.27088036002248633,"score_spread":0.2403222316879533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157595640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854999,0.00007223746,0.00014471589,0.0051238965,0.001474198,0.0010632089,0.00010178385,0.000013892957,0.0065061725],"genre_scores_gemma":[0.9973452,0.000056145105,0.00018954254,0.0009789991,0.00046726578,0.000019695593,0.000055690478,0.00005936752,0.00082810404],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9964771,0.0008104459,0.0012337434,0.00024447058,0.00039585124,0.00083838904],"domain_scores_gemma":[0.9950373,0.0013294293,0.00076914334,0.0006641129,0.00050905236,0.0016909421],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0061444333,0.00035830765,0.0010785242,0.0010188178,0.0004190787,0.000053856787,0.00038944322,0.00014641862,0.00025059507],"category_scores_gemma":[0.0018735026,0.00030712516,0.00042291783,0.00029032273,0.00021461409,0.0000832912,0.000029992516,0.0012312973,0.0000054594016],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.74080944,0.0026340503,0.050317336,0.0018968667,0.0072336094,0.006216515,0.06582124,0.003634734,0.0038990458,0.01851744,0.022817524,0.0762022],"study_design_scores_gemma":[0.8625544,0.004674437,0.0985252,0.0072170277,0.00065854244,0.0013258242,0.007494433,0.00028513581,0.0013239293,0.0028236269,0.012281855,0.00083560526],"about_ca_topic_score_codex":0.08416824,"about_ca_topic_score_gemma":0.5715856,"teacher_disagreement_score":0.48741737,"about_ca_system_score_codex":0.0019736027,"about_ca_system_score_gemma":0.0013805925,"threshold_uncertainty_score":0.9999381},"labels":[],"label_agreement":null},{"id":"W2157995865","doi":"10.1503/cmaj.081491","title":"Avoiding hospital admission through provision of hospital care at home: a systematic review and meta-analysis of individual patient data","year":2009,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":260,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; CINAHL; Meta-analysis; MEDLINE; Randomized controlled trial; Confidence interval; Hazard ratio; Emergency medicine; Acute care; Pediatrics; Health care; Psychological intervention; Internal medicine; Nursing","score_opus":0.04984885649979359,"score_gpt":0.33250352474260775,"score_spread":0.28265466824281416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157995865","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004682876,0.99167407,0.000006215107,0.0038564834,0.0002073673,0.0023318836,0.0017991578,0.000009579847,0.0000684029],"genre_scores_gemma":[0.00037768536,0.99629253,0.00019542644,0.0010821233,0.00012660274,0.00003523698,0.0016914965,0.00003979608,0.000159082],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9911975,0.0012416046,0.0029602794,0.00054072746,0.0035859528,0.00047388548],"domain_scores_gemma":[0.9919557,0.0006746752,0.004014862,0.0008045,0.0010338292,0.0015164334],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033954403,0.00049778365,0.008550345,0.0006294399,0.00021417438,0.000050981693,0.00078586227,0.0008372588,0.001037023],"category_scores_gemma":[0.014605678,0.000332604,0.001759843,0.001159687,0.00006767838,0.00021974364,0.00022506139,0.001750915,0.000009209234],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027032786,0.0001793642,0.000050434333,0.68611246,0.18434615,0.00044774567,0.003156303,2.0048967e-7,1.4736509e-8,0.0000101876885,0.041404836,0.084289566],"study_design_scores_gemma":[0.0003200792,0.00043239215,0.000025778305,0.12340196,0.76116157,0.00024955577,0.00048631965,0.0000052112355,1.7086799e-7,0.000003586651,0.11360561,0.00030775496],"about_ca_topic_score_codex":0.00027755936,"about_ca_topic_score_gemma":0.00084274315,"teacher_disagreement_score":0.5768154,"about_ca_system_score_codex":0.0016590297,"about_ca_system_score_gemma":0.0039921915,"threshold_uncertainty_score":0.9999126},"labels":[],"label_agreement":null},{"id":"W2158519974","doi":"","title":"Addressing Health Care Needs For Frail Seniors In Canada: The Role of InterRAI Instruments","year":2013,"lang":"en","type":"article","venue":"UWSpace (University of Waterloo)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Minimum Data Set; Medicine; Quality (philosophy); Plan (archaeology); MEDLINE; Nursing; Integrated care; Gerontology; Nursing homes; Political science","score_opus":0.016576652566865007,"score_gpt":0.2240778382088179,"score_spread":0.2075011856419529,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158519974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850341,0.0001599806,0.000006100065,0.013862968,0.000085331456,0.00063096004,0.000038402093,0.000010180315,0.00017198263],"genre_scores_gemma":[0.992257,0.000012939001,0.0010049904,0.00019668057,0.000014192667,0.0000011047044,0.00002757395,0.000011069175,0.006474437],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99921185,0.000038388673,0.0001373089,0.00013545647,0.00021270747,0.00026429864],"domain_scores_gemma":[0.9993312,0.000033730616,0.00014255308,0.00024774548,0.0001408003,0.00010397795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006855248,0.00010492758,0.00030269133,0.00014962383,0.00008123299,0.000004449148,0.00019716463,0.00005084709,0.00009879394],"category_scores_gemma":[0.00001877093,0.000092311755,0.00006413774,0.00017812959,0.00009954543,0.00012548729,0.00008624883,0.0001376937,0.0000034417085],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024141229,0.000098991724,0.23152193,0.0008312091,0.0001589082,0.000006252204,0.61415374,0.000052653915,0.0037006822,0.000054014385,0.012320472,0.13685971],"study_design_scores_gemma":[0.0023042855,0.00027298767,0.09553257,0.0005116695,0.000036149093,0.000005736383,0.89540935,0.0007993092,0.0027703168,0.000035421734,0.00220478,0.0001174436],"about_ca_topic_score_codex":0.9889126,"about_ca_topic_score_gemma":0.9810408,"teacher_disagreement_score":0.28125557,"about_ca_system_score_codex":0.00054084155,"about_ca_system_score_gemma":0.00072896405,"threshold_uncertainty_score":0.3764364},"labels":[],"label_agreement":null},{"id":"W2158542729","doi":"10.1016/s0003-9993(02)04929-8","title":"State of the art in geriatric rehabilitation. Part I: Review of frailty and comprehensive geriatric assessment11No commercial party having a direct financial interest in the results of the research supporting this article has or will confer a benefit upon the authors or upon any organization with which the authors are associated.","year":2003,"lang":"en","type":"review","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":185,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Saint-Vincent Hospital; Parkwood Institute; Western University","funders":"","keywords":"Rehabilitation; CINAHL; Geriatric rehabilitation; Medicine; MEDLINE; Randomized controlled trial; Geriatrics; Gerontology; Dementia; Descriptive statistics; Evidence-based medicine; Physical therapy; Family medicine; Alternative medicine; Psychiatry; Psychological intervention; Surgery","score_opus":0.08369000045784537,"score_gpt":0.3796902674813065,"score_spread":0.29600026702346116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158542729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74489206,0.18000841,0.00001915271,0.060148295,0.00029813504,0.013903251,0.00032786792,0.000020785927,0.00038204322],"genre_scores_gemma":[0.77435565,0.22444807,0.00023528739,0.00022190154,0.00015173573,0.00027537227,0.00009254911,0.000060310645,0.0001591299],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9916763,0.004767369,0.001873429,0.00047124023,0.0008698777,0.00034180103],"domain_scores_gemma":[0.96092576,0.03525313,0.0019662979,0.0008220345,0.0009637629,0.000069018504],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0043919575,0.00034087006,0.0017120116,0.00026601207,0.00022267016,0.00001638445,0.00040779848,0.00012032183,0.000012420918],"category_scores_gemma":[0.053856596,0.00012089791,0.0002012709,0.003688951,0.0016306484,0.00011789347,0.00018569911,0.0010774186,2.69012e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00394735,0.004644947,0.039349068,0.21043007,0.000832339,0.000015244536,0.23472331,0.000146693,0.0005454457,0.003197048,0.018405816,0.48376268],"study_design_scores_gemma":[0.0051253987,0.008053409,0.6734549,0.26106247,0.0021326782,0.00002938945,0.0088612195,0.00038979482,0.000043729426,0.001987384,0.03844277,0.00041686476],"about_ca_topic_score_codex":0.0003493696,"about_ca_topic_score_gemma":0.0023292461,"teacher_disagreement_score":0.6341058,"about_ca_system_score_codex":0.000070507085,"about_ca_system_score_gemma":0.00075433124,"threshold_uncertainty_score":0.9541132},"labels":[],"label_agreement":null},{"id":"W2159296019","doi":"10.1016/j.jamda.2012.07.007","title":"Predictors of Quality-of-Care Processes in Geriatric Assessment Units: Toward a Better Organizational Framework","year":2012,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; Université de Montréal; Cégep de Saint-Laurent; Centre Hospitalier de l’Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Audit; Rehabilitation; Health care; Geriatrics; Geriatric care; Acute care; Family medicine; Nursing; Emergency medicine; Physical therapy","score_opus":0.014948434321485364,"score_gpt":0.3240400678475593,"score_spread":0.30909163352607394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159296019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912535,0.00047267615,0.00041690498,0.006698471,0.0007795359,0.00017718479,0.000021330668,0.0000106430325,0.00016978628],"genre_scores_gemma":[0.99632984,0.00024645135,0.0018401295,0.00073416875,0.00077879196,0.0000034960349,0.000010666518,0.000021285457,0.00003515366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995661,0.00051448063,0.0011316969,0.000098134544,0.00234002,0.00025465572],"domain_scores_gemma":[0.9937004,0.0016052129,0.0029038573,0.00016129551,0.0014161062,0.0002131364],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0016730992,0.00013657716,0.0007438473,0.00022757715,0.00002931026,0.0000068797235,0.0002693825,0.00014836832,0.00013911432],"category_scores_gemma":[0.033638276,0.00009185264,0.00013704083,0.0023440444,0.0001366536,0.00014642383,0.00006559058,0.00065116497,0.000001066147],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007771118,0.00033273644,0.9925524,0.00027295778,0.00022165028,0.000001353215,0.0031583237,0.0000068801874,0.0003255776,0.000027448621,0.0010804485,0.0019425016],"study_design_scores_gemma":[0.0007632716,0.00025538565,0.99538815,0.00067827123,0.00017060357,0.000008800348,0.0010637433,0.000007719794,0.0010853546,0.00006688525,0.0004290954,0.00008270273],"about_ca_topic_score_codex":0.00014179185,"about_ca_topic_score_gemma":0.00001582008,"teacher_disagreement_score":0.031965178,"about_ca_system_score_codex":0.00082885544,"about_ca_system_score_gemma":0.0012902936,"threshold_uncertainty_score":0.9745018},"labels":[],"label_agreement":null},{"id":"W2159977968","doi":"10.1080/16501970410027485","title":"Validity of the assessment of life habits in older adults","year":2004,"lang":"en","type":"article","venue":"Journal of Rehabilitation Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke","funders":"","keywords":"Autonomy; Activities of daily living; Gerontology; Psychology; Construct validity; Aging in place; Scale (ratio); Long-term care; Psychometrics; Medicine; Developmental psychology; Psychiatry","score_opus":0.01775891643561834,"score_gpt":0.32862979717807367,"score_spread":0.31087088074245534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159977968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9482165,0.00024257574,0.0005538169,0.049625963,0.00049618667,0.00048982276,0.0000024739895,0.000004004075,0.00036866922],"genre_scores_gemma":[0.991231,0.00005158691,0.008142898,0.00032873408,0.00018558845,0.0000039809593,0.0000013585291,0.000011703526,0.000043118307],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99707234,0.00018909898,0.0014395514,0.00011990276,0.0010483501,0.0001307744],"domain_scores_gemma":[0.99660754,0.00091068086,0.0010107111,0.0003265954,0.0010066438,0.00013783894],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00173895,0.00012026323,0.00065615145,0.0003094664,0.000017032218,0.0000012862575,0.00016865996,0.000082385326,0.0000668734],"category_scores_gemma":[0.008720449,0.00007021746,0.00017864234,0.0005275814,0.00035223222,0.00011657738,0.000024659357,0.00038772635,6.895062e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043469956,0.0012279634,0.9707211,0.0015393215,0.00006545496,0.000011765558,0.011703365,0.0009821877,0.0071563553,0.00047769584,0.0027783555,0.002901717],"study_design_scores_gemma":[0.012817669,0.003308801,0.9729185,0.0062843426,0.00008588478,0.00004949445,0.002761788,0.00006199314,0.00080825645,0.00068845187,0.00016429523,0.00005051187],"about_ca_topic_score_codex":0.00010295566,"about_ca_topic_score_gemma":0.00004991505,"teacher_disagreement_score":0.04929723,"about_ca_system_score_codex":0.0002266789,"about_ca_system_score_gemma":0.00059233437,"threshold_uncertainty_score":0.9996295},"labels":[],"label_agreement":null},{"id":"W2160668773","doi":"10.1186/1741-7015-10-4","title":"Frailty in primary care: a review of its conceptualization and implications for practice","year":2012,"lang":"en","type":"review","venue":"BMC Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":244,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Medicine; Conceptualization; Primary care; Presentation (obstetrics); Realm; Context (archaeology); Health care; Set (abstract data type); Clinical Practice; Gerontology; MEDLINE; Primary health care; Nursing; Family medicine","score_opus":0.18332787836410747,"score_gpt":0.44580342724018257,"score_spread":0.2624755488760751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160668773","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.586068e-7,0.9874612,0.00059577054,0.0017689124,0.00018413682,0.0059917886,0.000119786906,0.000028341121,0.0038498074],"genre_scores_gemma":[0.0000030138146,0.9906622,0.0030105493,0.0017615297,0.00048078218,0.0008621135,0.0027566035,0.000060106173,0.00040310418],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99752694,0.00021787663,0.0013087319,0.00040594456,0.0002886701,0.00025180497],"domain_scores_gemma":[0.99573755,0.0019140608,0.00089961756,0.0006402166,0.0006267376,0.0001817923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00090444396,0.00033724593,0.0025137987,0.0002133645,0.000026332673,0.0000022537408,0.00014254193,0.00026714712,0.00007123506],"category_scores_gemma":[0.0068102186,0.0002450484,0.00015643587,0.00053376623,0.00016601125,0.000119619435,0.000057790836,0.00027705813,0.0000078545545],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011430064,0.000045986988,0.00004494265,0.51424146,0.000041251766,6.251193e-7,0.00021514176,7.946788e-9,0.0000012813044,0.00040828096,0.0034098877,0.48157972],"study_design_scores_gemma":[0.0010299949,0.00017391104,0.0002944753,0.30070758,0.0031180407,0.00015779371,0.000055667573,4.2897355e-7,2.6074378e-7,0.0000043633595,0.69433266,0.00012480275],"about_ca_topic_score_codex":0.000014352485,"about_ca_topic_score_gemma":0.000011127639,"teacher_disagreement_score":0.6909228,"about_ca_system_score_codex":0.00025885383,"about_ca_system_score_gemma":0.00078003213,"threshold_uncertainty_score":0.9992784},"labels":[],"label_agreement":null},{"id":"W2162490871","doi":"10.1503/cmaj.110626","title":"Frailty: joining the giants","year":2011,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Independence (probability theory); Causation; Geriatrics; Medicine; Gerontology; Psychology; Psychiatry; Philosophy","score_opus":0.02737855624135837,"score_gpt":0.25717405048942654,"score_spread":0.22979549424806817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162490871","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024006599,0.00043404297,0.000023115399,0.9665461,0.003726828,0.00024006868,0.000078828445,0.00003498997,0.028675932],"genre_scores_gemma":[0.00057704106,0.00020351663,0.00010359129,0.93091565,0.03170721,0.0000121843195,0.00012788363,0.000080778846,0.036272127],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99408114,0.000352631,0.0007783464,0.0003009426,0.0033450716,0.0011418412],"domain_scores_gemma":[0.99604946,0.00044501177,0.0005901454,0.00038882665,0.00071960856,0.0018069433],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0019348573,0.0003358407,0.0005982931,0.00034982583,0.00045905547,0.00015385463,0.00063173665,0.0029168632,0.031661395],"category_scores_gemma":[0.006109707,0.00023643985,0.00034136075,0.00027344062,0.00010585871,0.00010089469,0.00003612188,0.013403375,0.0017779738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031742013,0.0000074398704,0.003084245,0.000024559262,0.00034821493,0.0070601627,0.00036032876,4.5967024e-8,3.519677e-7,0.000006387633,0.9752974,0.013807727],"study_design_scores_gemma":[0.0008340865,0.0000598,0.0048931125,0.0005548865,0.0001842701,0.004475754,0.00009786354,0.000021655018,0.0000022429583,0.00013867668,0.9884992,0.00023841625],"about_ca_topic_score_codex":0.004975675,"about_ca_topic_score_gemma":0.020043408,"teacher_disagreement_score":0.035630457,"about_ca_system_score_codex":0.00222594,"about_ca_system_score_gemma":0.00943881,"threshold_uncertainty_score":0.99899924},"labels":[],"label_agreement":null},{"id":"W2162670203","doi":"10.1093/gerona/glt136","title":"A Clinical Frailty Index in Aging Mice: Comparisons With Frailty Index Data in Humans","year":2013,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":521,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Frailty Index; Medicine; Ageing; Gerontology; Index (typography); Longitudinal study; Internal medicine; Pathology; Computer science","score_opus":0.16458300343450805,"score_gpt":0.4158771054750969,"score_spread":0.25129410204058883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162670203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9655765,0.0018161808,0.0006597136,0.029645337,0.00019332572,0.0007074502,0.000019517702,0.00003227189,0.0013496643],"genre_scores_gemma":[0.99584985,0.00045995944,0.0017721411,0.0011217982,0.0001632424,0.00002874633,0.000021326385,0.00003439838,0.00054854096],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964916,0.00051661266,0.0014528184,0.0004641054,0.00043417735,0.0006406918],"domain_scores_gemma":[0.99678314,0.0006415513,0.00061878667,0.0015503378,0.00021769933,0.00018846474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017662101,0.00029861965,0.0012274673,0.00027102584,0.00010787092,0.000038177437,0.001077763,0.0003247128,0.0006969835],"category_scores_gemma":[0.00068889995,0.00019630899,0.000085598556,0.00037214617,0.0010033658,0.0006758204,0.0004382817,0.0018238578,0.000031115575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007157415,0.00040221406,0.9829639,0.000061239385,0.00018555576,0.000092049144,0.0018776515,0.000054185235,0.00021223657,0.00003201788,0.009475533,0.0039276523],"study_design_scores_gemma":[0.004108858,0.00050376507,0.98480165,0.0006456551,0.000072395145,0.00045483522,0.0045286,0.00097391277,0.000050722636,0.00041878564,0.003241631,0.00019919462],"about_ca_topic_score_codex":0.00507181,"about_ca_topic_score_gemma":0.058775432,"teacher_disagreement_score":0.05370362,"about_ca_system_score_codex":0.00007985366,"about_ca_system_score_gemma":0.000284793,"threshold_uncertainty_score":0.9583995},"labels":[],"label_agreement":null},{"id":"W2163884214","doi":"10.1016/j.archger.2009.11.003","title":"Transitions in the functional status of disabled community-living older adults over a 3-year follow-up period","year":2009,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; McGill University; Université de Montréal; Montreal Clinical Research Institute","funders":"Lady Davis Institute for Medical Research","keywords":"Activities of daily living; Gerontology; Longitudinal study; Medicine; Comorbidity; Functional impairment; Baseline (sea); Psychology; Physical therapy; Clinical psychology; Psychiatry","score_opus":0.019677563775294664,"score_gpt":0.27072342520984666,"score_spread":0.251045861434552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163884214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930722,0.00057253067,0.00061289634,0.0016303435,0.00008663552,0.00028652092,0.00003569795,0.000011503368,0.0036916651],"genre_scores_gemma":[0.9983827,0.00021433046,0.0009820799,0.00022039925,0.00003295247,0.000008597747,0.000043790915,0.000006128582,0.000109027234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99887264,0.00028304663,0.00031262415,0.00013516062,0.00013573478,0.00026077265],"domain_scores_gemma":[0.99877596,0.00075984513,0.00009189231,0.0002819136,0.000031760366,0.000058610054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018226057,0.00011763196,0.00031756147,0.00014672372,0.000110936235,0.0000045196834,0.00009296997,0.00008016072,0.000060376515],"category_scores_gemma":[0.00025461015,0.00009172892,0.00009297016,0.00015530383,0.0002697147,0.00006293673,0.000022779761,0.00036682546,7.290436e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0069574662,0.0036510106,0.5344204,0.0009178136,0.00028372247,0.000044802815,0.3738145,0.000037582482,0.0040179845,0.011833179,0.0014706261,0.06255094],"study_design_scores_gemma":[0.004023619,0.0006486282,0.9868628,0.00016380483,0.00008655146,0.00005811819,0.006550698,0.00013692478,0.000026360534,0.001265971,0.00009647625,0.00008009771],"about_ca_topic_score_codex":0.00020984514,"about_ca_topic_score_gemma":0.0009027915,"teacher_disagreement_score":0.45244238,"about_ca_system_score_codex":0.0000096381345,"about_ca_system_score_gemma":0.00006659745,"threshold_uncertainty_score":0.37405968},"labels":[],"label_agreement":null},{"id":"W2164186760","doi":"10.1503/cmaj.050051","title":"A global clinical measure of fitness and frailty in elderly people","year":2005,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8892,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Health Canada; Dalhousie University; Medical Research Council; Pfizer Canada; University of Ottawa; University of Calgary; McGill University; Dalhousie Medical Research Foundation; Pfizer","keywords":"Medicine; Frailty Index; Gerontology; Scale (ratio); Confidence interval; Comorbidity; Cohort; Receiver operating characteristic; Internal medicine","score_opus":0.01970050866593707,"score_gpt":0.309243632443286,"score_spread":0.2895431237773489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164186760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8998107,0.0005302985,0.000055026856,0.09660502,0.0003806251,0.0001287833,0.000027664348,0.0000092392365,0.002452693],"genre_scores_gemma":[0.9935528,0.00018440832,0.0003913488,0.0045167585,0.0010754159,0.0000022962543,0.0000051194415,0.00000860338,0.0002632705],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99736345,0.00018784871,0.0007487879,0.00015720491,0.0011649613,0.00037775305],"domain_scores_gemma":[0.99744135,0.0002099053,0.00021222455,0.000104371094,0.00036734465,0.0016647924],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002314078,0.00010310106,0.000407884,0.00012166936,0.000057472735,0.000022060032,0.00012195997,0.0005056543,0.0012137091],"category_scores_gemma":[0.006343658,0.00009551262,0.000096414245,0.00032180126,0.000061672414,0.00010200288,0.000013695966,0.00085152034,0.000025884869],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018978675,0.000057003333,0.7554425,0.000011080709,0.00004967515,0.00011390094,0.00020901169,0.0000021362337,0.0000010816084,0.000052238447,0.031688858,0.21235354],"study_design_scores_gemma":[0.003430783,0.00013644082,0.9087712,0.00021602605,0.00003309512,0.00065528526,0.00021143838,0.00037928898,0.0000021760957,0.00010203363,0.08597239,0.00008984303],"about_ca_topic_score_codex":0.0037190204,"about_ca_topic_score_gemma":0.4669548,"teacher_disagreement_score":0.46323577,"about_ca_system_score_codex":0.0009314008,"about_ca_system_score_gemma":0.0033265122,"threshold_uncertainty_score":0.9996993},"labels":[],"label_agreement":null},{"id":"W2165111191","doi":"10.1093/annonc/mdq446","title":"Quality of life during the course of cancer treatment in older newly diagnosed patients. Results of a prospective pilot study","year":2010,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Université de Montréal; McGill University; Jewish General Hospital; University of Toronto","funders":"","keywords":"Medicine; Quality of life (healthcare); Cancer; Prospective cohort study; Gerontology; Physical therapy; Oncology; Internal medicine; Nursing","score_opus":0.0823977451129298,"score_gpt":0.4273337896469297,"score_spread":0.3449360445339999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165111191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948203,0.0001460271,2.1882983e-7,0.0020868317,0.00015691412,0.0019177487,0.00018869116,0.000006172288,0.0006770718],"genre_scores_gemma":[0.99941635,0.000115634306,0.000036206624,0.00009654201,0.00004549582,0.00015848124,0.000007087984,0.000011952651,0.00011222843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998094,0.0002281575,0.0009844374,0.0002288271,0.00026846564,0.00019611747],"domain_scores_gemma":[0.9972417,0.0007076656,0.00081038335,0.00047198456,0.00069805223,0.00007025956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005682695,0.00013989133,0.0008526109,0.00009686416,0.00001641841,8.1208844e-7,0.0001393125,0.00007880924,0.000042965094],"category_scores_gemma":[0.0012123365,0.000091509355,0.00008259425,0.00021245767,0.0003135014,0.00003685695,0.00005389902,0.00018470036,6.4049254e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060302475,0.023680229,0.9443049,0.00013097328,0.0003539432,0.0000071626077,0.01252124,0.000018864024,0.00618394,0.000017469218,0.00031233495,0.006438727],"study_design_scores_gemma":[0.02400822,0.021831648,0.93206733,0.00008016238,0.00005796515,5.1128904e-7,0.0016233369,0.0000034885243,0.020156773,0.00002690859,0.00008352822,0.000060144543],"about_ca_topic_score_codex":0.019648748,"about_ca_topic_score_gemma":0.0477091,"teacher_disagreement_score":0.02806035,"about_ca_system_score_codex":0.00006269245,"about_ca_system_score_gemma":0.00048339632,"threshold_uncertainty_score":0.98687947},"labels":[],"label_agreement":null},{"id":"W2165341115","doi":"10.1016/j.archger.2011.12.005","title":"A comparison of physical activity (PA) assessment tools across levels of frailty","year":2011,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"University of British Columbia","keywords":"Physical activity; Gerontology; Medicine; Physical medicine and rehabilitation","score_opus":0.1666578203645414,"score_gpt":0.41782398628499917,"score_spread":0.25116616592045776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165341115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98932004,0.00018411859,0.004855104,0.000116710806,0.000078522775,0.00023995827,0.00012475939,0.000012321962,0.0050684502],"genre_scores_gemma":[0.9891698,0.000031069736,0.01064264,0.000011019285,0.000033780685,0.000006100992,0.0000059971812,0.000008850328,0.000090784575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989562,0.00009776611,0.0003355992,0.0002219302,0.0001590268,0.00022950387],"domain_scores_gemma":[0.9985047,0.0006766243,0.00035861513,0.00032025605,0.00005782814,0.000081954386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012062621,0.00014180692,0.00081417174,0.000069121365,0.000036091264,0.0000018548121,0.00012765489,0.00010135073,0.000026873473],"category_scores_gemma":[0.00015950698,0.00012366906,0.00012994367,0.00008682232,0.00063791877,0.00007944049,0.00012778444,0.00021813725,6.6211976e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015135737,0.0034063163,0.5159692,0.0009796842,0.000367103,0.000011173537,0.033859327,0.0000047603116,0.08887554,0.0035593405,0.00008445653,0.35136953],"study_design_scores_gemma":[0.0014718092,0.0014501906,0.93837476,0.00004711076,0.00011197103,0.000011987121,0.0004811388,0.00059448765,0.056387015,0.00092480326,0.000053753905,0.00009099285],"about_ca_topic_score_codex":0.00013299582,"about_ca_topic_score_gemma":0.00006436967,"teacher_disagreement_score":0.42240554,"about_ca_system_score_codex":0.0000075706653,"about_ca_system_score_gemma":0.00008458014,"threshold_uncertainty_score":0.50430775},"labels":[],"label_agreement":null},{"id":"W2167285064","doi":"10.1111/j.1365-2036.2004.02215.x","title":"Outcomes in elderly patients following surgery for colorectal cancer in the veterans affairs health care system","year":2004,"lang":"en","type":"article","venue":"Alimentary Pharmacology & Therapeutics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; University of Toronto","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Colorectal cancer; Veterans Affairs; Cancer; Proportional hazards model; Cohort; Surgery; Cohort study; Internal medicine","score_opus":0.030414393614063638,"score_gpt":0.3538086806408653,"score_spread":0.3233942870268017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167285064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9758742,0.0021748221,0.000012501823,0.017088678,0.002049743,0.0025773852,0.00013426493,0.000051938277,0.0000364903],"genre_scores_gemma":[0.978519,0.00017800943,0.00013794679,0.020225206,0.0001036525,0.0006282121,0.00015702294,0.000042564527,0.000008355001],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979799,0.00024591232,0.00055908714,0.00033530052,0.00027381702,0.0006059999],"domain_scores_gemma":[0.999071,0.0005095937,0.00012786302,0.00016265521,0.000048430476,0.00008045475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003496608,0.00026478272,0.0005883741,0.00019478958,0.00011917954,0.000011281501,0.00019003097,0.00010825677,0.000016696287],"category_scores_gemma":[7.392418e-7,0.00020714171,0.0002226654,0.00024428873,0.00006417327,0.000096307995,0.000024096613,0.00030735924,0.0000043106306],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012291907,0.0012470349,0.94892603,0.00044954338,0.0037904766,0.00016183259,0.03313279,0.00030717245,0.0026243248,0.000011181469,0.00038500124,0.007735406],"study_design_scores_gemma":[0.07003777,0.005844422,0.83351594,0.0012601052,0.0072435746,0.00006887072,0.061660722,0.0002752165,0.015753143,0.000039930692,0.003161311,0.0011390146],"about_ca_topic_score_codex":0.0013407387,"about_ca_topic_score_gemma":0.002086911,"teacher_disagreement_score":0.11541012,"about_ca_system_score_codex":0.0013554533,"about_ca_system_score_gemma":0.00036008985,"threshold_uncertainty_score":0.8446994},"labels":[],"label_agreement":null},{"id":"W2167554289","doi":"10.1016/j.ijcard.2011.01.031","title":"Predicting heart failure mortality in frail seniors: Comparing the NYHA functional classification with the Resident Assessment Instrument (RAI) 2.0","year":2011,"lang":"en","type":"article","venue":"International Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Medicine; Logistic regression; Heart failure; Statistic; Univariate analysis; Univariate; Cognition; Cohort; Prospective cohort study; Physical therapy; Multivariate analysis; Internal medicine; Gerontology; Multivariate statistics; Machine learning; Statistics","score_opus":0.07311931841783299,"score_gpt":0.3220642530171082,"score_spread":0.24894493459927525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167554289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9681904,0.00005617371,0.0038005533,0.02364124,0.0008594324,0.00022321136,0.000004061312,0.0000114840095,0.0032135],"genre_scores_gemma":[0.99757755,0.000019662539,0.0008220338,0.00051034894,0.0009768525,0.000020893385,0.000010550816,0.00001128032,0.000050854418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801916,0.00026572915,0.0005636455,0.00016556036,0.00081521686,0.00017069599],"domain_scores_gemma":[0.9985209,0.0002115138,0.00038919787,0.0002314175,0.00058425305,0.000062725034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011405026,0.00012904326,0.00032107127,0.0001432697,0.00006669315,0.000027742417,0.0003122093,0.000075642594,0.00006214013],"category_scores_gemma":[0.00012986695,0.0000690922,0.00014616067,0.00010051464,0.00019805464,0.00015478417,0.00007471595,0.0006906774,0.0000049621713],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038220466,0.00004081537,0.9918595,0.0000055838764,0.00067243946,0.00007641568,0.0006446072,0.0011904788,0.0005361186,0.0007119605,0.0035112095,0.00036864172],"study_design_scores_gemma":[0.0014792539,0.00023868369,0.9873939,0.00012527073,0.00009937815,0.0022497873,0.0019856493,0.00061476964,0.00016324219,0.00021026628,0.0053765555,0.000063212094],"about_ca_topic_score_codex":0.00017086414,"about_ca_topic_score_gemma":0.0003027403,"teacher_disagreement_score":0.029387178,"about_ca_system_score_codex":0.0003452561,"about_ca_system_score_gemma":0.0002807969,"threshold_uncertainty_score":0.3000688},"labels":[],"label_agreement":null},{"id":"W2168008822","doi":"","title":"Prevalência e fatores sociodemográficos associados à fragilidade em mulheres idosas","year":2013,"lang":"pt","type":"article","venue":"Redalyc (Universidad Autónoma del Estado de México)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology","score_opus":0.017568981378400902,"score_gpt":0.2558421697087243,"score_spread":0.2382731883303234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168008822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9664183,0.005839209,0.002620511,0.008095356,0.0015974855,0.0035628334,0.00035569744,0.0010948009,0.010415782],"genre_scores_gemma":[0.92033386,0.00053280895,0.0028210066,0.0016809969,0.0010192007,0.000112814654,0.00020851643,0.00040150023,0.07288929],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9902113,0.0009165624,0.0014294678,0.0021200466,0.0020450426,0.0032775595],"domain_scores_gemma":[0.99256384,0.00094743,0.0011157515,0.0023557702,0.0009901362,0.002027043],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0008401886,0.0017084203,0.0020498945,0.0011751697,0.0010363417,0.000655462,0.0018189518,0.0022277192,0.009535564],"category_scores_gemma":[0.0010405116,0.0019716641,0.001269597,0.0017824249,0.00078705145,0.0017577944,0.00086495664,0.0026704029,0.0068647163],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00097455963,0.004627638,0.2936588,0.003941612,0.0066939513,0.0066608535,0.07531965,0.0005402209,0.024037898,0.004740238,0.4266142,0.1521904],"study_design_scores_gemma":[0.015610594,0.0021630214,0.79261285,0.00325713,0.0035385767,0.0007755624,0.092002325,0.06512075,0.0029829245,0.001658632,0.01593987,0.004337743],"about_ca_topic_score_codex":0.0029189663,"about_ca_topic_score_gemma":0.0005074758,"teacher_disagreement_score":0.4989541,"about_ca_system_score_codex":0.0035960993,"about_ca_system_score_gemma":0.0017489846,"threshold_uncertainty_score":0.99963045},"labels":[],"label_agreement":null},{"id":"W2168144968","doi":"10.1093/gerona/glu161","title":"Reliability of a Frailty Index Based on the Clinical Assessment of Health Deficits in Male C57BL/6J Mice","year":2014,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Reliability (semiconductor); Index (typography); Frailty Index; Reliability engineering; Psychology; Gerontology; Computer science; Medicine; Engineering","score_opus":0.1094090633582578,"score_gpt":0.420391748017416,"score_spread":0.31098268465915824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168144968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9359893,0.00034017122,0.0009927772,0.059941307,0.00018612205,0.00053137034,0.000012608164,0.000007961794,0.0019983612],"genre_scores_gemma":[0.9959608,0.00019384993,0.0017453233,0.0019002381,0.00004721264,0.000012052816,0.0000020519951,0.000013848125,0.00012464913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99527746,0.0020388737,0.0017055805,0.00021745265,0.00044629283,0.00031434293],"domain_scores_gemma":[0.9945339,0.00285182,0.0012957636,0.0009056461,0.00032762878,0.00008526416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008218787,0.00016913709,0.0011129137,0.000099507015,0.00006564865,0.000003815659,0.0003909025,0.00018407921,0.00026502123],"category_scores_gemma":[0.0030903055,0.00009308343,0.00020274792,0.0001938973,0.00082220574,0.00006609253,0.00007350249,0.00077405944,0.0000017781033],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022626654,0.0014007031,0.9811153,0.0004752932,0.000117369615,0.0000049010678,0.0010163083,0.00076807255,0.0011485628,0.0010594084,0.002795625,0.007835797],"study_design_scores_gemma":[0.0020371422,0.002997314,0.98933125,0.00059215724,0.000047002577,0.00006843937,0.0007160102,0.002111704,0.00051183574,0.00084283616,0.00067266624,0.00007166887],"about_ca_topic_score_codex":0.00071609626,"about_ca_topic_score_gemma":0.0013866287,"teacher_disagreement_score":0.05997145,"about_ca_system_score_codex":0.0000809434,"about_ca_system_score_gemma":0.0005017089,"threshold_uncertainty_score":0.3795832},"labels":[],"label_agreement":null},{"id":"W2168272173","doi":"10.1200/jco.2005.00.141","title":"Systematic Review of Barriers to the Recruitment of Older Patients With Cancer Onto Clinical Trials","year":2005,"lang":"en","type":"review","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":599,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; Health Sciences Centre; University Health Network; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Clinical trial; Tolerability; Population; Geriatric oncology; Protocol (science); Comorbidity; Cancer; Alternative medicine; Gerontology; Intensive care medicine; Family medicine; Internal medicine; Pathology","score_opus":0.4656382711515077,"score_gpt":0.6193314779074455,"score_spread":0.15369320675593778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168272173","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000034248133,0.9803101,0.000026119265,0.005172212,0.0028497083,0.0111851115,0.000085489315,0.000004876103,0.00033215762],"genre_scores_gemma":[0.000024367186,0.9896096,0.0011930257,0.006404765,0.001940549,0.00031125118,0.000012610202,0.00006015113,0.0004437034],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9548182,0.0138750905,0.029011976,0.00042653232,0.0015165183,0.00035169764],"domain_scores_gemma":[0.9304633,0.030179024,0.034447014,0.0011417437,0.0024777448,0.0012911713],"candidate_categories":["metaresearch","metaepi_broad","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.057481173,0.00051344826,0.030299114,0.00021159498,0.000029125622,0.000005849752,0.00089738425,0.001095623,0.0006760046],"category_scores_gemma":[0.17309903,0.00021547276,0.005157745,0.00042587184,0.0003602385,0.00006519208,0.0001350906,0.0024253398,0.000026402098],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059834373,0.0009817354,0.00030827324,0.41668987,0.0042904182,0.000027537619,0.000036222656,5.5659024e-7,4.0917802e-9,0.000006679367,0.02156207,0.5554983],"study_design_scores_gemma":[0.003121191,0.007085506,0.00027256203,0.4779479,0.022830168,0.000052572614,0.000015625707,2.8137836e-7,4.5562597e-8,0.0000011002273,0.48857084,0.00010222641],"about_ca_topic_score_codex":0.000019402316,"about_ca_topic_score_gemma":0.00007420011,"teacher_disagreement_score":0.5553961,"about_ca_system_score_codex":0.0005433406,"about_ca_system_score_gemma":0.013166636,"threshold_uncertainty_score":0.9998761},"labels":[],"label_agreement":null},{"id":"W2168468480","doi":"10.1093/gerona/glr161","title":"In-Region Versus Out-of-Region Hospitalizations at the End of Life Among Older Rural Residents: The Relationship Between Personal and System-Related Factors","year":2011,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Manitoba Health","funders":"Canadian Institutes of Health Research","keywords":"Gerontology; Psychology; Demography; Geography; Medicine; Sociology","score_opus":0.10971570278541289,"score_gpt":0.31597916677530424,"score_spread":0.20626346398989137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168468480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98902434,0.002474053,0.000051038973,0.0071400837,0.0003853929,0.00045128708,0.000008716109,0.000011705116,0.000453383],"genre_scores_gemma":[0.9990967,0.00016653608,0.000012278166,0.000026159267,0.000049601083,0.000008463455,0.0000064988894,0.000016692893,0.000617077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982336,0.00042178034,0.00073634373,0.000121039295,0.0002765979,0.00021063675],"domain_scores_gemma":[0.99736756,0.0012075217,0.00079536013,0.00036577298,0.00019178439,0.000071974566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048243086,0.00016230345,0.00046124353,0.00011120481,0.00021851283,0.0000069570374,0.00023709175,0.00018439685,0.00007037859],"category_scores_gemma":[0.00097653945,0.00008238153,0.00011580308,0.00018510976,0.0015530413,0.00026003024,0.000089685294,0.00033943544,0.0000016561603],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047036985,0.000029577155,0.9599597,0.000085930245,0.0002766096,0.0000056670187,0.037559554,0.000003418927,0.00003076905,0.00087848975,0.0006631853,0.000036766734],"study_design_scores_gemma":[0.0015078626,0.00033679444,0.97237086,0.00047380492,0.00033473084,0.00008922856,0.024345476,0.000009958233,0.00019269298,0.00025719288,0.00001174279,0.000069683134],"about_ca_topic_score_codex":0.0013678282,"about_ca_topic_score_gemma":0.0021623154,"teacher_disagreement_score":0.013214079,"about_ca_system_score_codex":0.00007751625,"about_ca_system_score_gemma":0.00007311374,"threshold_uncertainty_score":0.5722245},"labels":[],"label_agreement":null},{"id":"W2168561364","doi":"10.1186/s12916-014-0171-9","title":"Standard laboratory tests to identify older adults at increased risk of death","year":2014,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":268,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Medicine; Gerontology; Emergency medicine; Intensive care medicine","score_opus":0.014753435441052063,"score_gpt":0.31245786875330966,"score_spread":0.2977044333122576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168561364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99184155,0.00059436663,0.0020323324,0.0011724329,0.00044035472,0.000917497,0.000096517026,0.00014178874,0.0027631286],"genre_scores_gemma":[0.9924521,0.000060497925,0.0038387105,0.0015196229,0.0007273968,0.00004128202,0.00007705845,0.000060250248,0.0012230903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99712175,0.00022241357,0.0006941981,0.0005246035,0.0010325785,0.00040446248],"domain_scores_gemma":[0.9966438,0.0007636841,0.0002738848,0.0010550924,0.0005995789,0.00066394854],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0012766592,0.00029861383,0.000832808,0.00027465727,0.00007397278,0.000004981844,0.00021664303,0.0001507336,0.00087301247],"category_scores_gemma":[0.0085566,0.00022518895,0.000089012436,0.000494427,0.00018424931,0.00006110312,0.000116612435,0.00025111533,0.0001709382],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021432566,0.00018238838,0.90546316,0.0010429223,0.00011379013,0.00003978523,0.0019559597,0.0000074392256,0.014256784,0.00010827647,0.06965208,0.005034148],"study_design_scores_gemma":[0.012529617,0.0018257513,0.9537995,0.0032777735,0.00038712865,0.000035268,0.00024126755,0.00014189053,0.011016618,0.000054076707,0.016456941,0.00023419352],"about_ca_topic_score_codex":0.0006252462,"about_ca_topic_score_gemma":0.0006941495,"teacher_disagreement_score":0.053195138,"about_ca_system_score_codex":0.00019627954,"about_ca_system_score_gemma":0.0001868087,"threshold_uncertainty_score":0.9997947},"labels":[],"label_agreement":null},{"id":"W2169009478","doi":"10.1093/gerona/57.7.m438","title":"The Future History of Gerontological Nursing","year":2002,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; Hartford Foundation for Public Giving; John A. Hartford Foundation","keywords":"Nursing; Gerontological nursing; Medicine; Certification; Economic shortage; Geriatric care; Geriatrics; Family medicine","score_opus":0.07510973029652633,"score_gpt":0.31399513497522996,"score_spread":0.23888540467870362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169009478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38794303,0.3402465,0.0001292389,0.21983919,0.0032330153,0.00050953624,0.0000059807344,0.00006066892,0.048032857],"genre_scores_gemma":[0.9710694,0.008756764,0.00084637664,0.00061316177,0.0005764919,0.000008944598,8.4313626e-7,0.000020687352,0.018107347],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984356,0.00022616018,0.00057368533,0.00013137006,0.000300335,0.00033282296],"domain_scores_gemma":[0.9983664,0.0003184309,0.0004623364,0.00053939474,0.00022844295,0.00008495235],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004958444,0.00015402876,0.00051186216,0.000046415716,0.00013321992,0.000005392252,0.0003588949,0.00017739831,0.000990011],"category_scores_gemma":[0.0002820769,0.000076390155,0.00017906286,0.000073304174,0.0016007771,0.00010997311,0.000035181558,0.00046362935,0.000010805245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028420475,0.0008192939,0.0071042636,0.00015683494,0.0007837772,0.00013863684,0.024883104,0.000011480837,0.0135122305,0.008392326,0.6850938,0.25626215],"study_design_scores_gemma":[0.0042679408,0.0042489814,0.17052168,0.0009500655,0.0008310046,0.014510973,0.01827121,0.0003039387,0.0028299638,0.0055304663,0.7772671,0.0004666889],"about_ca_topic_score_codex":0.000021892633,"about_ca_topic_score_gemma":0.00017289986,"teacher_disagreement_score":0.58312637,"about_ca_system_score_codex":0.00021623397,"about_ca_system_score_gemma":0.00006911153,"threshold_uncertainty_score":0.9999232},"labels":[],"label_agreement":null},{"id":"W2169786580","doi":"10.1017/s0714980813000329","title":"Social Position and Frailty","year":2013,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; Island Health; University of Manitoba","funders":"","keywords":"Position (finance); Computer science; Business","score_opus":0.0151839130552052,"score_gpt":0.23990417319338642,"score_spread":0.22472026013818122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169786580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6902273,0.009949591,0.00008074115,0.28341016,0.005490344,0.0007915281,0.00014341956,0.00002854212,0.009878334],"genre_scores_gemma":[0.97006744,0.0006990029,0.00027954121,0.0070590256,0.0049521374,0.00004221647,0.000062381725,0.00011372663,0.016724497],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961969,0.00031308428,0.00073955674,0.00055401126,0.00020882557,0.001987618],"domain_scores_gemma":[0.99327666,0.00017684654,0.000292223,0.00034612734,0.0004798987,0.005428234],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008340672,0.00053425116,0.0006103787,0.0006774209,0.0011145809,0.0006019937,0.00030149863,0.00034376173,0.0045454423],"category_scores_gemma":[0.00042221387,0.0005933022,0.00020586161,0.00036606335,0.00041156152,0.00042507378,0.000031374013,0.0013483713,0.0004244926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035477675,0.00018412058,0.01933657,0.0010912813,0.00085969473,0.013945097,0.03497835,0.0001557102,0.00087205693,0.029164286,0.53004557,0.36933178],"study_design_scores_gemma":[0.0023115254,0.00069780997,0.12937015,0.004690918,0.00036597042,0.009329437,0.0028221845,0.0010652818,0.00009164661,0.0016724861,0.8467211,0.0008614904],"about_ca_topic_score_codex":0.15609069,"about_ca_topic_score_gemma":0.37133655,"teacher_disagreement_score":0.36847028,"about_ca_system_score_codex":0.004396129,"about_ca_system_score_gemma":0.001440529,"threshold_uncertainty_score":0.99965185},"labels":[],"label_agreement":null},{"id":"W2169864082","doi":"","title":"Seniors' perceptions of their medical care. Before admission to a geriatric rehabilitation program.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Rehabilitation; Family medicine; Descriptive statistics; Geriatrics; Qualitative research; Perception; Geriatric rehabilitation; Personality psychology; Loyalty; Nursing; Psychology; Personality; Physical therapy; Psychiatry","score_opus":0.0097638354476906,"score_gpt":0.2716929788682677,"score_spread":0.2619291434205771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169864082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866182,0.00012477662,0.00009972061,0.0063961805,0.00025094123,0.003195967,0.000012024668,0.0001445642,0.0031576147],"genre_scores_gemma":[0.9909255,0.000008527897,0.0056938706,0.00020182745,0.00012307485,0.0023233711,0.000028669301,0.000024107669,0.00067103584],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984494,0.00009982143,0.0003400316,0.00026454532,0.00051533064,0.00033091358],"domain_scores_gemma":[0.99863744,0.00011667091,0.00005768831,0.0003570081,0.00023362983,0.0005975643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037952818,0.00013063395,0.00025530646,0.00019142276,0.0000458446,0.0000080826385,0.000090924914,0.0001519498,0.00025861437],"category_scores_gemma":[0.0037686634,0.00009882165,0.00012346545,0.00053103286,0.00007382846,0.000053524436,0.000028404884,0.00016649677,0.000019728104],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000083447325,0.00048284413,0.0895907,0.00032394173,0.000030233059,0.0000070634924,0.008639698,0.0000021678673,0.000086188746,0.00011049855,0.0041998504,0.89644337],"study_design_scores_gemma":[0.0013032568,0.00062611233,0.9661385,0.00008640408,0.00005508841,0.00004937286,0.00304123,0.000017657201,0.0003094499,0.00010852784,0.028154854,0.00010957536],"about_ca_topic_score_codex":0.000027523718,"about_ca_topic_score_gemma":0.00006901808,"teacher_disagreement_score":0.8963338,"about_ca_system_score_codex":0.0001471165,"about_ca_system_score_gemma":0.00016252208,"threshold_uncertainty_score":0.45117143},"labels":[],"label_agreement":null},{"id":"W2171232236","doi":"10.1177/2047487313490257","title":"Frailty is independently associated with 1-year mortality for elderly patients with non-ST-segment elevation myocardial infarction","year":2013,"lang":"en","type":"article","venue":"European Journal of Preventive Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Myocardial infarction; Comorbidity; Hazard ratio; Proportional hazards model; Internal medicine; Risk of mortality; Population; Confidence interval; Environmental health","score_opus":0.01756584357329478,"score_gpt":0.25418255337761697,"score_spread":0.2366167098043222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171232236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97304434,0.000027846345,0.023319673,0.00034462815,0.00038198553,0.0012230857,0.00007420675,0.000018649414,0.0015656101],"genre_scores_gemma":[0.99750024,0.000016381517,0.0011068976,0.00031594987,0.00042803478,0.000022052294,0.00014217464,0.00005357626,0.00041471122],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99765104,0.0006193334,0.0006057343,0.00028461614,0.00052044494,0.00031882574],"domain_scores_gemma":[0.9966739,0.0001067351,0.0008202361,0.00025408293,0.001972047,0.00017301277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000942898,0.00023700733,0.000628185,0.00015626125,0.0000812378,0.000028949236,0.00014982902,0.00008096188,0.0000903876],"category_scores_gemma":[0.00037045142,0.00017010968,0.0002600069,0.00015304946,0.00011883911,0.00029400655,0.0000417301,0.00042135915,0.000030607906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095514016,0.00024288062,0.96762204,0.000039622177,0.0041043474,0.00006633486,0.0005151706,0.0001175141,0.0006548981,0.0000061671954,0.013836562,0.011839307],"study_design_scores_gemma":[0.010011944,0.0069013704,0.97990364,0.000251297,0.00064772414,0.000057400197,0.00014931774,0.000012971149,0.00013748757,0.000053765718,0.0016934611,0.00017964766],"about_ca_topic_score_codex":0.000009048117,"about_ca_topic_score_gemma":0.0000033484698,"teacher_disagreement_score":0.024455905,"about_ca_system_score_codex":0.00019455471,"about_ca_system_score_gemma":0.00012922111,"threshold_uncertainty_score":0.69368714},"labels":[],"label_agreement":null},{"id":"W2171716778","doi":"10.1111/j.1440-1630.2012.01030.x","title":"Frailty: A concept under‐utilised by occupational therapists","year":2012,"lang":"en","type":"article","venue":"Australian Occupational Therapy Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Centre for Interdisciplinary Research in Rehabilitation; Université de Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Rehabilitation; Queen (butterfly); Library science; Gerontology; Sociology; Psychology; Medicine","score_opus":0.1266494358363921,"score_gpt":0.3889791157946033,"score_spread":0.2623296799582112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171716778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97753435,0.002698205,0.0033889748,0.0126481075,0.0014476493,0.00070069084,0.0003020151,0.0001457497,0.001134274],"genre_scores_gemma":[0.9797581,0.00023006009,0.002927648,0.0047150133,0.0019439468,0.000027355061,0.00048407994,0.00006442144,0.009849401],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.996872,0.00017788199,0.00068659097,0.00029282205,0.0011987626,0.00077192223],"domain_scores_gemma":[0.9979713,0.0001937349,0.00034351996,0.00033017318,0.00041364058,0.0007476618],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049334107,0.00038849376,0.00039520542,0.00019882151,0.0003359012,0.00011652741,0.00026167615,0.000248866,0.009547169],"category_scores_gemma":[0.000086037435,0.00032689635,0.0003006154,0.00031353295,0.00024476563,0.00068762037,0.000020394089,0.00072856236,0.00027037587],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032312118,0.001831373,0.41105253,0.000021311283,0.0010204535,0.000025544517,0.0017417052,0.0000699383,0.025005627,0.0017936673,0.53472763,0.019479029],"study_design_scores_gemma":[0.0071838754,0.0005205763,0.7997004,0.0001037483,0.000051843854,0.0014636052,0.00024141285,0.0000247027,0.0068256655,0.0007699085,0.18264621,0.0004680391],"about_ca_topic_score_codex":0.000024834571,"about_ca_topic_score_gemma":0.0000023520458,"teacher_disagreement_score":0.38864788,"about_ca_system_score_codex":0.00031085865,"about_ca_system_score_gemma":0.00045387607,"threshold_uncertainty_score":0.9999183},"labels":[],"label_agreement":null},{"id":"W2172637676","doi":"10.1016/j.respe.2012.03.011","title":"Développement d’indicateurs pour valoriser des actions de prévention et de réadaptation de la perte d’autonomie des personnes âgées","year":2012,"lang":"fr","type":"article","venue":"Revue d Épidémiologie et de Santé Publique","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke","funders":"","keywords":"Adaptation (eye); Political science; Humanities; Psychology; Philosophy","score_opus":0.07593716794739135,"score_gpt":0.38192909398248237,"score_spread":0.305991926035091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172637676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85339653,0.011550318,0.09846749,0.026189193,0.0013307432,0.00089046615,0.000083428866,0.00041318493,0.0076786294],"genre_scores_gemma":[0.86909497,0.027180912,0.09461852,0.0022881415,0.0021882846,0.00045972122,0.00019407673,0.00013247535,0.003842895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9920662,0.003931756,0.0008067446,0.0006497841,0.00024230802,0.0023031873],"domain_scores_gemma":[0.9949264,0.002869236,0.0004884877,0.00056806277,0.00029414785,0.0008536566],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008064929,0.0006277126,0.0007036338,0.0004677764,0.0004283228,0.00022513742,0.00045510675,0.0010133177,0.00062650297],"category_scores_gemma":[0.009817349,0.00065498817,0.00042871575,0.00048622306,0.0007685774,0.0013983867,0.00016749211,0.0013350534,0.00021174905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022514944,0.0015582487,0.86313283,0.001987708,0.00057603186,0.00012063644,0.033482086,0.0015325431,0.019704457,0.019573072,0.013437403,0.04466983],"study_design_scores_gemma":[0.0015875503,0.00041310923,0.94200736,0.0019471997,0.00066931057,0.0016169971,0.009053042,0.0030913614,0.006154478,0.013753443,0.019034846,0.00067131233],"about_ca_topic_score_codex":0.0014627128,"about_ca_topic_score_gemma":0.0005432217,"teacher_disagreement_score":0.07887451,"about_ca_system_score_codex":0.0065372,"about_ca_system_score_gemma":0.0039683264,"threshold_uncertainty_score":0.99959016},"labels":[],"label_agreement":null},{"id":"W2173746230","doi":"10.1111/jgs.13782","title":"Reliability of a Method to Evaluate Frailty Using Medical Records of Hospitalized Octogenarians","year":2015,"lang":"en","type":"letter","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Medical record; Activities of daily living; Geriatrics; Gerontology; Physical therapy; Psychiatry; Internal medicine","score_opus":0.048559108356128575,"score_gpt":0.3731868633829982,"score_spread":0.32462775502686964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2173746230","genre_codex":"commentary","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44552732,0.0005551328,0.017267281,0.5320902,0.0028769327,0.0011989159,0.00025679133,0.000027289874,0.00020015752],"genre_scores_gemma":[0.01823596,0.0008475821,0.6090129,0.36050826,0.009913518,0.000009561259,0.000025673844,0.00031265145,0.0011338744],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99062467,0.0013444953,0.0024967513,0.00045443527,0.0045170337,0.0005626107],"domain_scores_gemma":[0.9870574,0.000998789,0.0064184167,0.0014102143,0.0036495815,0.00046560718],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0076618637,0.00051095453,0.0030001292,0.00022202026,0.00006867033,0.000017994229,0.0013951812,0.0007534052,0.00014437216],"category_scores_gemma":[0.008015762,0.0003359376,0.0027163925,0.0019391841,0.0007763813,0.000093204064,0.0005009001,0.003476114,0.0000023925581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004127335,0.00021552299,0.0043115746,0.00058155693,0.0009935328,0.00006600193,0.0018813743,0.00030384076,0.0016249036,3.5116787e-7,0.9872274,0.0023812465],"study_design_scores_gemma":[0.01728779,0.012109831,0.032947995,0.0052371505,0.018040296,0.0046905093,0.002885636,0.00817624,0.0027245313,0.0022923967,0.89110047,0.0025071648],"about_ca_topic_score_codex":0.0011049869,"about_ca_topic_score_gemma":0.0000027610265,"teacher_disagreement_score":0.5917456,"about_ca_system_score_codex":0.001166229,"about_ca_system_score_gemma":0.0049487585,"threshold_uncertainty_score":0.9999093},"labels":[],"label_agreement":null},{"id":"W2174673321","doi":"","title":"La fragilité: Détecter les patients âgés à risque élevé d’issues défavorables","year":2015,"lang":"fr","type":"article","venue":"PubMed Central","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.029336017626449596,"score_gpt":0.2656075409451101,"score_spread":0.23627152331866047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2174673321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9111248,0.03272613,0.00021261502,0.011973355,0.01555924,0.0017913545,0.00036989473,0.00031752544,0.02592508],"genre_scores_gemma":[0.94976604,0.0011888685,0.0012124506,0.0006039711,0.005149037,0.00022310605,0.00026818036,0.00013670413,0.041451648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9928355,0.00071732706,0.0007484903,0.00077910424,0.0010376027,0.0038819467],"domain_scores_gemma":[0.99572945,0.0002370955,0.00020265403,0.00078269996,0.00036623867,0.0026818402],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012905495,0.000622666,0.00074065034,0.00016443145,0.00012740768,0.00015052952,0.00044003027,0.00070563855,0.00077228446],"category_scores_gemma":[0.0033205668,0.00060192845,0.00024788288,0.00038106786,0.00063524605,0.0004979045,0.00020774476,0.0010186288,0.00060619623],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023464914,0.0012299956,0.58180463,0.00044583992,0.0002591556,0.000207569,0.004385281,0.000077276665,0.000007627819,0.00042458012,0.12706988,0.2838535],"study_design_scores_gemma":[0.0038905197,0.00019102728,0.5446989,0.00042423815,0.00023338741,0.000041498046,0.0007237755,0.0002441895,0.0007519291,0.00038211525,0.44799486,0.00042358346],"about_ca_topic_score_codex":0.0045390627,"about_ca_topic_score_gemma":0.0006449021,"teacher_disagreement_score":0.320925,"about_ca_system_score_codex":0.001717035,"about_ca_system_score_gemma":0.0004784577,"threshold_uncertainty_score":0.9996432},"labels":[],"label_agreement":null},{"id":"W2177168494","doi":"10.1007/s12603-013-0039-2","title":"Promoting access to innovation for frail old persons","year":2013,"lang":"en","type":"article","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; McGill University","funders":"","keywords":"Vulnerability (computing); Gerontology; Geriatrics; Medicine; Stressor; Mood; Population; Sarcopenia; Frailty syndrome; Geriatric oncology; Social isolation; Psychiatry; Cancer","score_opus":0.07626354720986166,"score_gpt":0.38686969026522317,"score_spread":0.3106061430553615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2177168494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64160115,0.00030335758,0.006095258,0.3503363,0.00022210611,0.0013860741,0.0000042019474,0.00002065703,0.00003090418],"genre_scores_gemma":[0.97152144,0.0000964994,0.0074350196,0.019688202,0.0010086949,0.00005756503,0.000007553035,0.000022675531,0.00016233974],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99860287,0.00007905322,0.0006557123,0.00008431306,0.00030046247,0.00027761175],"domain_scores_gemma":[0.99813503,0.00023775015,0.0005058576,0.00013874812,0.00082625094,0.0001563665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013487685,0.00009177767,0.0002473977,0.0003347589,0.00021624763,0.00005853838,0.00016386529,0.000034588356,0.000045349396],"category_scores_gemma":[0.00047966506,0.00006556822,0.000055045864,0.0005419998,0.000019374394,0.0004144062,0.000026483422,0.00030503742,0.000009985847],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065273995,0.0016064056,0.009611942,0.0069416612,0.00019294192,0.00001178,0.050083812,0.000075064854,0.064801484,0.00040607667,0.6195568,0.2460593],"study_design_scores_gemma":[0.052005954,0.019750914,0.52958065,0.06273671,0.0007283059,0.0076294057,0.027652938,0.015368971,0.06618489,0.02232126,0.19435443,0.001685582],"about_ca_topic_score_codex":0.00012157967,"about_ca_topic_score_gemma":0.000004951506,"teacher_disagreement_score":0.5199687,"about_ca_system_score_codex":0.00022092735,"about_ca_system_score_gemma":0.00016019825,"threshold_uncertainty_score":0.26737946},"labels":[],"label_agreement":null},{"id":"W2177912241","doi":"10.1016/j.jamda.2015.09.004","title":"Operational Definition of Active and Healthy Aging (AHA): The European Innovation Partnership (EIP) on AHA Reference Site Questionnaire: Montpellier October 20–21, 2014, Lisbon July 2, 2015","year":2015,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"National Institute for Health and Care Research","keywords":"General partnership; Medicine; Quality of life (healthcare); Gerontology; Healthy ageing; Mental health; Conceptual model; International Classification of Functioning, Disability and Health; Physical therapy; Nursing; Psychiatry; Computer science","score_opus":0.03865092018840775,"score_gpt":0.32404745346916214,"score_spread":0.28539653328075437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2177912241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93439376,0.00025937025,0.00019004293,0.060675934,0.000512369,0.00026286856,0.000020048215,0.000022508622,0.0036631047],"genre_scores_gemma":[0.9938422,0.0003363869,0.0002769652,0.0043379352,0.00073759776,0.000004399073,0.00003426333,0.000023543118,0.00040672405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954765,0.0013752255,0.00081079104,0.00018036723,0.0019305394,0.00022661098],"domain_scores_gemma":[0.9955579,0.0006136116,0.002099195,0.0002100942,0.0012797744,0.00023940812],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0039044155,0.00017094928,0.00042122699,0.00018148661,0.00012611458,0.00003545887,0.00018885067,0.00009116355,0.000017430802],"category_scores_gemma":[0.009581755,0.00010291608,0.000090289184,0.0006654803,0.00022902484,0.00022411387,0.000053846597,0.00084305333,0.000021347296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023288094,0.001176038,0.4415122,0.00012094498,0.0007073908,0.000039008162,0.00910031,0.00023334703,0.0035481304,0.001131346,0.43769965,0.10240284],"study_design_scores_gemma":[0.0025344423,0.0012356337,0.9786115,0.0009358622,0.00022384786,0.00007876194,0.00037077206,0.00037653508,0.0006963496,0.00070613483,0.01403764,0.00019250477],"about_ca_topic_score_codex":0.00035634026,"about_ca_topic_score_gemma":0.00009188634,"teacher_disagreement_score":0.5370993,"about_ca_system_score_codex":0.0007317824,"about_ca_system_score_gemma":0.00054534874,"threshold_uncertainty_score":0.99876094},"labels":[],"label_agreement":null},{"id":"W2180667378","doi":"10.1093/gerona/glv084","title":"Mortality in Relation to Frailty in Patients Admitted to a Specialized Geriatric Intensive Care Unit","year":2015,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Cancer Centre; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Glasgow Coma Scale; Intensive care unit; APACHE II; Mortality rate; Internal medicine; Emergency medicine; Pediatrics; Surgery","score_opus":0.11716696354744714,"score_gpt":0.37365384595289985,"score_spread":0.2564868824054527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2180667378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876385,0.00039162894,0.000032416185,0.009611399,0.00038613836,0.0009440204,0.000015486392,0.000015925678,0.0009645126],"genre_scores_gemma":[0.9976047,0.00002738517,0.0005078621,0.0014728261,0.00009431862,0.000023590917,0.000015474976,0.000017135424,0.00023669809],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808717,0.0003091265,0.00072501757,0.00020552482,0.00035299326,0.0003201691],"domain_scores_gemma":[0.99747723,0.00009088436,0.00024496968,0.00041639688,0.001533022,0.0002374774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053616497,0.00016895916,0.00062206865,0.00038273438,0.000031676078,0.000009804938,0.00020759113,0.0001580198,0.0001028865],"category_scores_gemma":[0.0038340758,0.00012810648,0.000060453516,0.00067805254,0.000081271915,0.00016946149,0.00011566601,0.00036557947,0.000028739254],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034502503,0.00008471583,0.96094394,0.00002701838,0.000050912113,0.000037698992,0.031612396,0.00013733159,0.00017703405,0.000030161758,0.0018561176,0.0015924007],"study_design_scores_gemma":[0.0038052297,0.0011183636,0.9800089,0.00019307778,0.000050664872,0.00003389558,0.0128400205,0.0000065910162,0.00024669885,0.00030798305,0.001275681,0.00011290944],"about_ca_topic_score_codex":0.0014694091,"about_ca_topic_score_gemma":0.012543117,"teacher_disagreement_score":0.019064924,"about_ca_system_score_codex":0.00027777164,"about_ca_system_score_gemma":0.00019855848,"threshold_uncertainty_score":0.6999354},"labels":[],"label_agreement":null},{"id":"W2181151131","doi":"10.3917/ehesp.bela.2013.01.0123","title":"La fragilité des personnes âgées","year":2013,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University; Jewish General Hospital; Montreal General Hospital","funders":"","keywords":"Political science","score_opus":0.03256781666203901,"score_gpt":0.2584262774763455,"score_spread":0.2258584608143065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2181151131","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02206789,0.026100911,0.00054795324,0.0007486263,0.0013231871,0.0016516424,0.00014799197,0.0004766836,0.9469351],"genre_scores_gemma":[0.38371378,0.0023159045,0.005925817,0.0008443421,0.003057967,0.0003166336,0.00009419827,0.00047082972,0.6032605],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950718,0.0002819906,0.0009931148,0.0012386115,0.0008414637,0.0015729857],"domain_scores_gemma":[0.9945598,0.002035002,0.00043122194,0.0015324384,0.00052471494,0.00091677054],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00051229895,0.0014003533,0.0014465627,0.0003432731,0.000357803,0.0003434093,0.0008688713,0.0017681266,0.027216624],"category_scores_gemma":[0.0009420442,0.0013644649,0.0006593571,0.000034297387,0.002843673,0.00028248967,0.00049336563,0.001985409,0.009106361],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036242243,0.00029481406,0.0050874883,0.011441103,0.0024764708,0.0021430124,0.020673782,0.000030862684,0.0075833234,0.15730977,0.015813278,0.77678365],"study_design_scores_gemma":[0.0020580317,0.0006468611,0.0045597735,0.011256274,0.0017744128,0.0015473742,0.0013134485,0.0003811283,0.006939829,0.03522417,0.93261975,0.001678953],"about_ca_topic_score_codex":0.001543361,"about_ca_topic_score_gemma":0.0003350679,"teacher_disagreement_score":0.91680646,"about_ca_system_score_codex":0.00046289302,"about_ca_system_score_gemma":0.0003669696,"threshold_uncertainty_score":0.99987465},"labels":[],"label_agreement":null},{"id":"W2181803588","doi":"10.1016/j.ejim.2015.10.025","title":"Chronic diseases and geriatric syndromes: The different weight of comorbidity","year":2015,"lang":"en","type":"article","venue":"European Journal of Internal Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Research Institute for Aging","funders":"","keywords":"Medicine; Comorbidity; Dementia; Diabetes mellitus; Internal medicine; Delirium; Disease; COPD; Atrial fibrillation; Physical therapy; Psychiatry; Endocrinology","score_opus":0.034990670564239164,"score_gpt":0.28238377087477334,"score_spread":0.2473931003105342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2181803588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9657647,0.018510127,0.00064901984,0.009594554,0.0016778992,0.00014904067,0.0000064564165,0.000012283179,0.0036359036],"genre_scores_gemma":[0.995007,0.0009242417,0.000068111076,0.0003418296,0.002988014,4.0653657e-7,0.0000016090188,0.000026766478,0.00064204016],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.997966,0.0003343207,0.0007732665,0.00011934942,0.0006418739,0.00016517036],"domain_scores_gemma":[0.99814665,0.00021032027,0.0005863108,0.0002616622,0.00034752308,0.00044751828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079654827,0.00017555383,0.0005442371,0.0001742741,0.00002538967,0.0000088396955,0.00030585055,0.000016154132,0.00017730445],"category_scores_gemma":[0.0010129317,0.00008286396,0.000107809276,0.000121803,0.0003920694,0.00007150105,0.00010655791,0.0004090107,0.000011695831],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004787505,0.0011790337,0.3627127,0.0016335531,0.00270171,0.017002696,0.01207464,0.000032276377,0.01766881,0.00030946045,0.40785372,0.17204386],"study_design_scores_gemma":[0.016417751,0.015809085,0.8866434,0.0063929474,0.0012061421,0.017410541,0.0011237059,0.00014792803,0.0009672754,0.00017913805,0.05348509,0.00021699246],"about_ca_topic_score_codex":0.000018969298,"about_ca_topic_score_gemma":0.0000021019955,"teacher_disagreement_score":0.52393067,"about_ca_system_score_codex":0.00011050931,"about_ca_system_score_gemma":0.00008687343,"threshold_uncertainty_score":0.33790943},"labels":[],"label_agreement":null},{"id":"W2185064495","doi":"","title":"Validation of an index to estimate the prevalence of frailty among community-dwelling seniors.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":259,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Statistics Canada","funders":"","keywords":"Medicine; Gerontology; Frailty Index; Community health; Demography; Public health","score_opus":0.03619235286482843,"score_gpt":0.2998286053687255,"score_spread":0.2636362525038971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2185064495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958886,0.000021976659,0.00045338133,0.0007371161,0.00008178474,0.0016742981,0.000009658869,0.000040690127,0.0010925254],"genre_scores_gemma":[0.9976266,0.000004628755,0.0007727435,0.00011093534,0.00003890842,0.00049570104,0.000011368368,0.000016814396,0.00092228607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881446,0.0001922637,0.00033054157,0.000120228404,0.0003130253,0.00022947673],"domain_scores_gemma":[0.9985311,0.00021862476,0.00015987534,0.000716491,0.00022692981,0.00014700241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007343901,0.00010284863,0.00020542461,0.00008110769,0.0000678185,0.000015267935,0.00028790723,0.00006476096,0.00006675889],"category_scores_gemma":[0.00064800156,0.000074567855,0.00004380985,0.00021831696,0.00014750139,0.00021384972,0.00008582599,0.00027212955,0.000010494529],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010319916,0.00050149637,0.7918333,0.0018592374,0.0001026335,0.0000020014431,0.0080104815,0.002375243,0.0034619137,0.000041036987,0.000742696,0.19096676],"study_design_scores_gemma":[0.00038753197,0.00007139912,0.9518135,0.00010060012,0.000055628425,0.000004675799,0.00021097565,0.0015605789,0.04549241,0.00017913023,0.000055887114,0.00006767731],"about_ca_topic_score_codex":0.0014731855,"about_ca_topic_score_gemma":0.000052527448,"teacher_disagreement_score":0.19089909,"about_ca_system_score_codex":0.000031476375,"about_ca_system_score_gemma":0.000018819812,"threshold_uncertainty_score":0.30407888},"labels":[],"label_agreement":null},{"id":"W2186748297","doi":"10.1186/s12873-015-0062-1","title":"Adding physical therapy services in the emergency department to prevent immobilization syndrome – a feasibility study in a university hospital","year":2015,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Medicine; Emergency department; Psychological intervention; Intervention (counseling); Emergency medicine; Physical therapy; Nursing","score_opus":0.06098935497894141,"score_gpt":0.34705273144181786,"score_spread":0.28606337646287644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186748297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918354,0.00037548644,0.000032031825,0.0016202016,0.0008031929,0.0047202487,0.000006415685,0.000049395738,0.0005575833],"genre_scores_gemma":[0.99895567,0.00013899285,0.000051349085,0.00005109278,0.00020350998,0.0001039502,0.000048441485,0.00002131474,0.00042569803],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99718404,0.0004398362,0.0005946743,0.0005736467,0.0008359788,0.00037185068],"domain_scores_gemma":[0.998698,0.000056981473,0.00012433388,0.0006755812,0.00019748275,0.00024760579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011643099,0.00027857214,0.000491087,0.00024534966,0.000053095384,0.0000022498455,0.00036184437,0.00006061514,0.00026406063],"category_scores_gemma":[0.00030396576,0.00019132736,0.0000829275,0.0015128446,0.000038261293,0.0001616306,0.00009191408,0.00022928132,0.000034557524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041300643,0.007247239,0.9446483,0.000119461605,0.000042360738,0.00011133324,0.045196265,0.00014728171,0.00013912511,0.000022236287,0.0016686971,0.00024465867],"study_design_scores_gemma":[0.004340147,0.0054170103,0.9625927,0.00019254028,0.00007017426,0.000011360168,0.02600056,0.00042335124,0.000012755439,0.00013228753,0.00061755616,0.00018953872],"about_ca_topic_score_codex":0.0019299523,"about_ca_topic_score_gemma":0.0069182958,"teacher_disagreement_score":0.019195706,"about_ca_system_score_codex":0.00036290963,"about_ca_system_score_gemma":0.00011548148,"threshold_uncertainty_score":0.7802104},"labels":[],"label_agreement":null},{"id":"W2191507324","doi":"10.1016/s0140-6736(15)01022-3","title":"What can we expect of health in old age?","year":2015,"lang":"en","type":"letter","venue":"The Lancet","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine","score_opus":0.09090679342597331,"score_gpt":0.33673278694047826,"score_spread":0.24582599351450496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2191507324","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020456547,0.0066447016,0.0000012470007,0.9879743,0.0009070766,0.00052265037,0.000070034606,0.000043624717,0.001790748],"genre_scores_gemma":[0.0035600427,0.0038467122,0.00014570294,0.96433055,0.008103331,0.000034484994,0.00038708874,0.000059939248,0.019532116],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982907,0.0002270293,0.0003867946,0.00023820989,0.00040431094,0.0004529517],"domain_scores_gemma":[0.9983463,0.00012652813,0.00022832549,0.001199302,0.000050148617,0.000049343897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005923302,0.00020663666,0.0012480916,0.00010836689,0.000015956623,0.000021731425,0.00040701596,0.00025913588,0.0000753145],"category_scores_gemma":[0.000112266884,0.00013419117,0.00007328797,0.00016292333,0.000110987836,0.000042188094,0.00006777743,0.0014952554,0.00003992255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032571,0.000015718999,0.00025192238,0.0005714642,0.00003582956,0.0002018149,0.004486846,0.0000010083975,0.0000064212218,0.0000058278606,0.99003315,0.004357406],"study_design_scores_gemma":[0.0018568732,0.00016189402,0.0012073916,0.0030588256,0.000025067287,0.00005436349,0.00037459267,0.0000043074833,0.00003080425,0.0007484267,0.9923477,0.00012972113],"about_ca_topic_score_codex":0.0013582837,"about_ca_topic_score_gemma":0.00077218626,"teacher_disagreement_score":0.02364368,"about_ca_system_score_codex":0.00022905109,"about_ca_system_score_gemma":0.00027272676,"threshold_uncertainty_score":0.6496224},"labels":[],"label_agreement":null},{"id":"W2192067944","doi":"10.1016/j.jcjd.2015.09.004","title":"Diabetes and Frailty: Two Converging Conditions?","year":2015,"lang":"en","type":"review","venue":"Canadian Journal of Diabetes","topic":"Frailty in Older Adults","field":"Medicine","cited_by":125,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Diabetes mellitus; Institutionalisation; Quality of life (healthcare); Disease; Chronic disease; Dementia; Cognitive decline; Psychiatry; Intensive care medicine","score_opus":0.05514108063267528,"score_gpt":0.33167504028906636,"score_spread":0.27653395965639105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2192067944","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004869807,0.9920308,4.4076157e-7,0.00047983913,0.00088217214,0.00040261875,0.0002665644,0.000013956914,0.0010538275],"genre_scores_gemma":[0.003900716,0.9925074,0.00028803776,0.0007818198,0.0013084493,0.00002288053,0.00019774637,0.00015138646,0.00084159005],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767643,0.00014510033,0.00092733663,0.00025855412,0.0003150241,0.00067756337],"domain_scores_gemma":[0.99573725,0.00035059292,0.00068443874,0.00034047916,0.00052174315,0.0023654713],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006023656,0.0004542335,0.0024779274,0.0010194136,0.00011318983,0.000118396085,0.000270789,0.0002838972,0.00040015843],"category_scores_gemma":[0.0008257828,0.00037906156,0.0004220885,0.0003332165,0.00036171923,0.00020470694,0.000026313568,0.0009272559,0.00007034246],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.4523067e-7,0.000021683114,0.010452812,0.011595006,0.0012710304,0.00023314518,0.00022435647,6.665067e-7,0.0000022971155,0.00009714701,0.0626029,0.9134983],"study_design_scores_gemma":[0.0009506836,0.00024898682,0.00029282286,0.02937317,0.0021648146,0.00014309977,0.000052104486,0.000006699694,0.0000041383837,0.0003050421,0.96611625,0.00034216503],"about_ca_topic_score_codex":0.00010351512,"about_ca_topic_score_gemma":0.0006793943,"teacher_disagreement_score":0.91315615,"about_ca_system_score_codex":0.000490501,"about_ca_system_score_gemma":0.0054202215,"threshold_uncertainty_score":0.9998661},"labels":[],"label_agreement":null},{"id":"W2196728154","doi":"10.3917/ehesp.bela.2013.01.0031","title":"La fragilité des personnes âgées","year":2013,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Humanities; Philosophy","score_opus":0.03256781666203901,"score_gpt":0.2584262774763455,"score_spread":0.2258584608143065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2196728154","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02206789,0.026100911,0.00054795324,0.0007486263,0.0013231871,0.0016516424,0.00014799197,0.0004766836,0.9469351],"genre_scores_gemma":[0.38371378,0.0023159045,0.005925817,0.0008443421,0.003057967,0.0003166336,0.00009419827,0.00047082972,0.6032605],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950718,0.0002819906,0.0009931148,0.0012386115,0.0008414637,0.0015729857],"domain_scores_gemma":[0.9945598,0.002035002,0.00043122194,0.0015324384,0.00052471494,0.00091677054],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00051229895,0.0014003533,0.0014465627,0.0003432731,0.000357803,0.0003434093,0.0008688713,0.0017681266,0.027216624],"category_scores_gemma":[0.0009420442,0.0013644649,0.0006593571,0.000034297387,0.002843673,0.00028248967,0.00049336563,0.001985409,0.009106361],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036242243,0.00029481406,0.0050874883,0.011441103,0.0024764708,0.0021430124,0.020673782,0.000030862684,0.0075833234,0.15730977,0.015813278,0.77678365],"study_design_scores_gemma":[0.0020580317,0.0006468611,0.0045597735,0.011256274,0.0017744128,0.0015473742,0.0013134485,0.0003811283,0.006939829,0.03522417,0.93261975,0.001678953],"about_ca_topic_score_codex":0.001543361,"about_ca_topic_score_gemma":0.0003350679,"teacher_disagreement_score":0.91680646,"about_ca_system_score_codex":0.00046289302,"about_ca_system_score_gemma":0.0003669696,"threshold_uncertainty_score":0.99987465},"labels":[],"label_agreement":null},{"id":"W2197377740","doi":"","title":"Models of primary care for frail patients.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; Kingston General Hospital","funders":"","keywords":"Specialty; Geriatrics; MEDLINE; Medicine; Primary care; Health care; Family medicine; Gerontology; Nursing","score_opus":0.05948536084571989,"score_gpt":0.24546428415329322,"score_spread":0.18597892330757332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2197377740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8707759,0.0019128988,0.0015899811,0.001331589,0.00093164964,0.006273382,0.00025263222,0.00014959656,0.11678237],"genre_scores_gemma":[0.995,0.0000049201353,0.0016358955,0.00038712373,0.00009597717,0.0010927947,0.00020336642,0.00002103857,0.0015588643],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99920213,0.000009112017,0.00017639995,0.00013967679,0.0002533063,0.00021935918],"domain_scores_gemma":[0.99905604,0.000034154655,0.000056572706,0.00023260951,0.00043316133,0.00018743321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000959738,0.00007698898,0.00021991947,0.000050563787,0.000011290615,0.0000033347585,0.00007182814,0.000060924845,0.0000022550469],"category_scores_gemma":[0.00021264327,0.00006694647,0.000062414176,0.00006767823,0.000035213518,0.00008163037,0.000031765445,0.000053052987,0.0000031489692],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007044402,0.00041085892,0.05482861,0.0013800496,0.00010051775,0.0000031639377,0.0041400776,0.000105180734,0.00001218861,0.00026073045,0.05457179,0.8834824],"study_design_scores_gemma":[0.022256466,0.00065397273,0.88258284,0.00013355022,0.0002746566,0.0000057848297,0.0007899663,0.000453616,0.0031476945,0.002882643,0.08644063,0.00037815655],"about_ca_topic_score_codex":0.000027553175,"about_ca_topic_score_gemma":0.0000074408435,"teacher_disagreement_score":0.88310426,"about_ca_system_score_codex":0.0001621512,"about_ca_system_score_gemma":0.000078149176,"threshold_uncertainty_score":0.2729998},"labels":[],"label_agreement":null},{"id":"W2198378834","doi":"10.3917/ehesp.bela.2013.01.0139","title":"La fragilité des personnes âgées","year":2013,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université de Montréal","funders":"","keywords":"Geography","score_opus":0.03256781666203901,"score_gpt":0.2584262774763455,"score_spread":0.2258584608143065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2198378834","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02206789,0.026100911,0.00054795324,0.0007486263,0.0013231871,0.0016516424,0.00014799197,0.0004766836,0.9469351],"genre_scores_gemma":[0.38371378,0.0023159045,0.005925817,0.0008443421,0.003057967,0.0003166336,0.00009419827,0.00047082972,0.6032605],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950718,0.0002819906,0.0009931148,0.0012386115,0.0008414637,0.0015729857],"domain_scores_gemma":[0.9945598,0.002035002,0.00043122194,0.0015324384,0.00052471494,0.00091677054],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00051229895,0.0014003533,0.0014465627,0.0003432731,0.000357803,0.0003434093,0.0008688713,0.0017681266,0.027216624],"category_scores_gemma":[0.0009420442,0.0013644649,0.0006593571,0.000034297387,0.002843673,0.00028248967,0.00049336563,0.001985409,0.009106361],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036242243,0.00029481406,0.0050874883,0.011441103,0.0024764708,0.0021430124,0.020673782,0.000030862684,0.0075833234,0.15730977,0.015813278,0.77678365],"study_design_scores_gemma":[0.0020580317,0.0006468611,0.0045597735,0.011256274,0.0017744128,0.0015473742,0.0013134485,0.0003811283,0.006939829,0.03522417,0.93261975,0.001678953],"about_ca_topic_score_codex":0.001543361,"about_ca_topic_score_gemma":0.0003350679,"teacher_disagreement_score":0.91680646,"about_ca_system_score_codex":0.00046289302,"about_ca_system_score_gemma":0.0003669696,"threshold_uncertainty_score":0.99987465},"labels":[],"label_agreement":null},{"id":"W2202243016","doi":"10.1136/openhrt-2015-000294","title":"Impact of frailty on outcomes after percutaneous coronary intervention: a prospective cohort study","year":2015,"lang":"en","type":"article","venue":"Open Heart","topic":"Frailty in Older Adults","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"British Heart Foundation; National Institute for Health and Care Research","keywords":"Percutaneous coronary intervention; Medicine; Prospective cohort study; Cohort; Internal medicine; Cardiology; Emergency medicine; Myocardial infarction","score_opus":0.05127328971285552,"score_gpt":0.3927524882479444,"score_spread":0.3414791985350889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2202243016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98533833,0.0000375829,0.000002176083,0.00048778873,0.00017241055,0.0037418809,0.00003321405,0.000033199867,0.010153435],"genre_scores_gemma":[0.9892021,8.841314e-7,0.0002828929,0.00020143513,0.00004451572,0.00018679052,0.000015176693,0.000029683271,0.010036547],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985265,0.00010287588,0.00034056508,0.0003573569,0.00046452926,0.00020816718],"domain_scores_gemma":[0.9987729,0.00006556422,0.00006943349,0.0006210472,0.0002482999,0.00022274804],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003742034,0.00019254688,0.0005964283,0.00007084155,0.000027930784,0.000036804784,0.00018293661,0.00006256034,0.0014298925],"category_scores_gemma":[0.0002537222,0.00013933903,0.00020883406,0.00012790337,0.00006580555,0.0001486477,0.00021420346,0.00021245997,0.0003543976],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002134714,0.0024893803,0.9854164,0.000015630694,0.00038005758,0.0004439805,0.0013808171,0.0000046134032,0.000029354434,0.000002972921,0.0071384455,0.0005636412],"study_design_scores_gemma":[0.0036270905,0.009364498,0.9849046,0.0001568658,0.00010848554,0.00069528265,0.0006271461,0.000014458196,0.00003283718,0.000048334954,0.00028736333,0.00013304975],"about_ca_topic_score_codex":0.002133404,"about_ca_topic_score_gemma":0.00024127202,"teacher_disagreement_score":0.0068751173,"about_ca_system_score_codex":0.0003453674,"about_ca_system_score_gemma":0.00016342312,"threshold_uncertainty_score":0.9994829},"labels":[],"label_agreement":null},{"id":"W2205498337","doi":"10.1016/j.plrev.2012.05.006","title":"Advancing our understanding of aging using mathematical modeling of longitudinal data","year":2012,"lang":"en","type":"review","venue":"Physics of Life Reviews","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Longitudinal data; Computer science; Data science; Management science; Cognitive science; Psychology; Data mining; Engineering","score_opus":0.5847105098362467,"score_gpt":0.4751334535385271,"score_spread":0.10957705629771963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2205498337","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000037722364,0.8676792,0.13063696,0.000016810705,0.00010680411,0.0011709376,0.000083634775,0.000013041115,0.00028884373],"genre_scores_gemma":[0.0008434934,0.963736,0.034522574,0.0000071246977,0.00058176543,0.000010079086,0.00017894695,0.00010520583,0.000014799635],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9953179,0.00022453947,0.002918095,0.0004861828,0.00062082463,0.00043249244],"domain_scores_gemma":[0.9946967,0.00028161163,0.0026113864,0.0020394044,0.00015536971,0.00021555093],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00194542,0.0005424192,0.0064703305,0.00017150192,0.000036788508,0.000007793236,0.000653229,0.00016596557,0.000024243052],"category_scores_gemma":[0.00077023695,0.0004276509,0.0008669808,0.00052114547,0.00007573141,0.00035420727,0.00056532206,0.00049035635,0.000021446465],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062029294,0.00028763444,0.00003802653,0.6092018,0.0005373287,0.0000018319918,0.00012546263,0.00009279168,0.000009513147,0.0010436765,0.000081685386,0.38857406],"study_design_scores_gemma":[0.00069788046,0.000113289,2.5633167e-7,0.8400935,0.019826489,0.00009986506,0.0002737512,0.036252055,0.000012178878,0.0014207984,0.1003504,0.0008595388],"about_ca_topic_score_codex":0.00001962644,"about_ca_topic_score_gemma":0.0000011212704,"teacher_disagreement_score":0.38771453,"about_ca_system_score_codex":0.00022976435,"about_ca_system_score_gemma":0.00048166435,"threshold_uncertainty_score":0.99981755},"labels":[],"label_agreement":null},{"id":"W2207699962","doi":"10.3917/ehesp.bela.2013.01.0051","title":"La fragilité des personnes âgées","year":2013,"lang":"fr","type":"book-chapter","venue":"Presses de l’EHESP eBooks","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Université de Sherbrooke","funders":"","keywords":"Medicine","score_opus":0.03256781666203901,"score_gpt":0.2584262774763455,"score_spread":0.2258584608143065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2207699962","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02206789,0.026100911,0.00054795324,0.0007486263,0.0013231871,0.0016516424,0.00014799197,0.0004766836,0.9469351],"genre_scores_gemma":[0.38371378,0.0023159045,0.005925817,0.0008443421,0.003057967,0.0003166336,0.00009419827,0.00047082972,0.6032605],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950718,0.0002819906,0.0009931148,0.0012386115,0.0008414637,0.0015729857],"domain_scores_gemma":[0.9945598,0.002035002,0.00043122194,0.0015324384,0.00052471494,0.00091677054],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00051229895,0.0014003533,0.0014465627,0.0003432731,0.000357803,0.0003434093,0.0008688713,0.0017681266,0.027216624],"category_scores_gemma":[0.0009420442,0.0013644649,0.0006593571,0.000034297387,0.002843673,0.00028248967,0.00049336563,0.001985409,0.009106361],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036242243,0.00029481406,0.0050874883,0.011441103,0.0024764708,0.0021430124,0.020673782,0.000030862684,0.0075833234,0.15730977,0.015813278,0.77678365],"study_design_scores_gemma":[0.0020580317,0.0006468611,0.0045597735,0.011256274,0.0017744128,0.0015473742,0.0013134485,0.0003811283,0.006939829,0.03522417,0.93261975,0.001678953],"about_ca_topic_score_codex":0.001543361,"about_ca_topic_score_gemma":0.0003350679,"teacher_disagreement_score":0.91680646,"about_ca_system_score_codex":0.00046289302,"about_ca_system_score_gemma":0.0003669696,"threshold_uncertainty_score":0.99987465},"labels":[],"label_agreement":null},{"id":"W2213734352","doi":"10.1590/1982-0194201500061","title":"Qualidade de vida do idoso fragilizado e institucionalizado","year":2015,"lang":"pt","type":"article","venue":"Acta Paulista de Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Medicine; Quality of life (healthcare); Psychology; Humanities; Art; Nursing","score_opus":0.06928942280134318,"score_gpt":0.34464279065733755,"score_spread":0.2753533678559944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2213734352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7491738,0.013032262,0.009327419,0.042491075,0.0069398615,0.0031136854,0.0010025512,0.0015785978,0.17334071],"genre_scores_gemma":[0.96117514,0.00028853322,0.0014560634,0.007951447,0.0021728748,0.00008514209,0.0004066899,0.0002581935,0.026205907],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928028,0.0008824025,0.0012734288,0.0012394174,0.0016760954,0.0021258637],"domain_scores_gemma":[0.99360776,0.0006313129,0.0004505369,0.0021484895,0.00061565946,0.0025462175],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020952297,0.0010473591,0.0011924261,0.0004448384,0.000274867,0.00048621607,0.0012496345,0.0009983383,0.0022756385],"category_scores_gemma":[0.004690777,0.0010961364,0.00039569603,0.0009161658,0.0004422495,0.00073891284,0.00046748982,0.0017717733,0.003357304],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010339966,0.0015555011,0.07202749,0.0014505622,0.00083764154,0.0054154005,0.03419714,0.00027943568,0.006428695,0.0075441687,0.86501,0.0042199735],"study_design_scores_gemma":[0.0119369,0.0009657371,0.033459473,0.0020475711,0.0011082115,0.0018222199,0.010227316,0.0039056086,0.0033289893,0.0015686902,0.9275601,0.0020691664],"about_ca_topic_score_codex":0.000758296,"about_ca_topic_score_gemma":0.00021570787,"teacher_disagreement_score":0.21200131,"about_ca_system_score_codex":0.0018613205,"about_ca_system_score_gemma":0.0030272494,"threshold_uncertainty_score":0.9991489},"labels":[],"label_agreement":null},{"id":"W2214286215","doi":"10.1177/0310057x1504300313","title":"Predicting Intensive Care and Hospital Outcome with the Dalhousie Clinical Frailty Scale: A Pilot Assessment","year":2015,"lang":"en","type":"article","venue":"Anaesthesia and Intensive Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Confidence interval; Odds ratio; Intensive care unit; Intensive care; Prospective cohort study; Emergency medicine; Internal medicine; Intensive care medicine","score_opus":0.05536318375179611,"score_gpt":0.3467676849176214,"score_spread":0.2914045011658253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2214286215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9755565,0.0029098217,0.000053154607,0.01886298,0.00025975655,0.0009310237,0.000024794002,0.000099969075,0.001302036],"genre_scores_gemma":[0.9814756,0.00020464693,0.00065459666,0.017078726,0.0002507515,0.00004497978,0.000056446566,0.000056327564,0.00017792663],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798673,0.00012056427,0.00044387384,0.00061128853,0.0004493622,0.00038817563],"domain_scores_gemma":[0.9887976,0.00015952365,0.00018383435,0.00051869976,0.009880288,0.00046007877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019784669,0.00035743113,0.0006814702,0.00007183035,0.0001796377,0.00007658952,0.00014770485,0.00015467426,0.0000054272664],"category_scores_gemma":[0.0016362325,0.00021429126,0.00010339539,0.00015073753,0.0007568631,0.00014843534,0.00017584898,0.0007235556,0.000007850696],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025934452,0.000024664532,0.9480438,0.00009881947,0.00012143395,0.00033876288,0.02283481,0.000001026573,0.000009008684,0.000026073523,0.009617484,0.018624721],"study_design_scores_gemma":[0.0030869427,0.013826509,0.5303655,0.00038805068,0.00038060293,0.00034112873,0.44518852,0.00010171355,0.000037234295,0.000008510432,0.005997864,0.00027737138],"about_ca_topic_score_codex":0.0003806101,"about_ca_topic_score_gemma":0.00039046336,"teacher_disagreement_score":0.4223537,"about_ca_system_score_codex":0.000112236965,"about_ca_system_score_gemma":0.00025127735,"threshold_uncertainty_score":0.8738544},"labels":[],"label_agreement":null},{"id":"W2215752356","doi":"","title":"Glycemic Control in Long Term Care: Considerations for more Appropriate Individualized Care.","year":2015,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Glycemic; Term (time); Control (management); Medicine; Intensive care medicine; Long-term care; Risk analysis (engineering); Computer science; Nursing; Diabetes mellitus; Artificial intelligence; Endocrinology","score_opus":0.015604119058017465,"score_gpt":0.2600682920413667,"score_spread":0.24446417298334927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2215752356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99345726,0.0008986035,0.000024077523,0.0015343189,0.0004092437,0.0026166677,0.0005692336,0.000081222184,0.00040937503],"genre_scores_gemma":[0.8992757,0.00008003504,0.004010728,0.000103375416,0.00009936166,0.000014839816,0.009819243,0.000081045604,0.086515665],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983882,0.000061059414,0.00025516583,0.0004974674,0.0004339097,0.00036419916],"domain_scores_gemma":[0.9980172,0.00010856153,0.0003117826,0.0004422608,0.0009349468,0.00018525771],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009229896,0.00033969333,0.00088470965,0.0005086842,0.00013220555,0.000021728732,0.00019943365,0.0005526957,0.000094491115],"category_scores_gemma":[0.00013455129,0.0003949929,0.00024042402,0.00016097994,0.00013859165,0.00016080837,0.00003412548,0.0003846702,0.000018557454],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006503604,0.00020830745,0.013885186,0.0055146795,0.0006304864,0.00035861973,0.95650715,0.0000665538,0.0036977471,0.000049384376,0.0063528516,0.006225456],"study_design_scores_gemma":[0.055040877,0.0012423837,0.06868595,0.0024458207,0.0024377257,0.00003999952,0.86661905,0.00015608539,0.0014230158,0.0003458594,0.0005902475,0.0009729966],"about_ca_topic_score_codex":0.015846767,"about_ca_topic_score_gemma":0.14131823,"teacher_disagreement_score":0.12547147,"about_ca_system_score_codex":0.00041774003,"about_ca_system_score_gemma":0.00066718576,"threshold_uncertainty_score":0.9998502},"labels":[],"label_agreement":null},{"id":"W2219141639","doi":"10.1016/j.cjca.2015.06.011","title":"Integrating Frailty Assessment Into Cardiovascular Decision Making","year":2015,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo; Emmanuel Bible College; Research Institute for Aging","funders":"Research Institute for Aging, University of Waterloo","keywords":"Medicine; Clinical decision making; Intensive care medicine","score_opus":0.038219229268391865,"score_gpt":0.31575401051044505,"score_spread":0.27753478124205316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2219141639","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036283403,0.047234442,0.14973155,0.6845096,0.02433412,0.0015961977,0.00019895929,0.00007477695,0.08869204],"genre_scores_gemma":[0.37614357,0.000455081,0.068468936,0.45437577,0.09841004,0.000037117832,0.00038493547,0.00047930313,0.0012452531],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961655,0.0005216059,0.0011052305,0.00045008978,0.00095248286,0.00080510427],"domain_scores_gemma":[0.99558204,0.0003909246,0.00053300464,0.00097211386,0.0016937348,0.0008281979],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0018732485,0.0004939337,0.002499765,0.0011413917,0.00012993981,0.00007223521,0.00060433045,0.0015903376,0.0000712383],"category_scores_gemma":[0.001889036,0.00041819547,0.0016488675,0.00025894953,0.00028824588,0.000115419745,0.000055585704,0.0054689026,0.000037178863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019291898,7.0388086e-7,0.0021542537,0.00010013665,0.0020529607,0.01600576,0.00016755938,0.00059833255,0.0000049643654,0.000006790367,0.8870071,0.09188214],"study_design_scores_gemma":[0.0011240346,0.00045844077,0.0015405506,0.0015649972,0.0011578841,0.01266245,0.00015170217,0.0000264729,0.0000023135485,0.0010948362,0.97988456,0.0003317459],"about_ca_topic_score_codex":0.0017465039,"about_ca_topic_score_gemma":0.0015935203,"teacher_disagreement_score":0.37251523,"about_ca_system_score_codex":0.0027029056,"about_ca_system_score_gemma":0.010016156,"threshold_uncertainty_score":0.99982697},"labels":[],"label_agreement":null},{"id":"W2223389530","doi":"10.1159/000381166","title":"Comparison and Clinical Applications of the Frailty Phenotype and Frailty Index Approaches","year":2015,"lang":"en","type":"review","venue":"Interdisciplinary topics in gerontology and geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Conceptualization; Operationalization; Index (typography); Gerontology; Psychology; Medicine; Computer science; Artificial intelligence; World Wide Web; Epistemology; Philosophy","score_opus":0.23070192806286213,"score_gpt":0.4626365312592274,"score_spread":0.23193460319636525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2223389530","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002777771,0.9918299,0.00043362594,0.00088733574,0.00048531836,0.0014515761,0.000043928485,0.000020309677,0.0020702914],"genre_scores_gemma":[0.010787423,0.9860631,0.0013281733,0.00005248838,0.0005358233,0.00015356288,0.00006348765,0.000040097242,0.00097582996],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973869,0.00030615978,0.0012572287,0.0006169282,0.00017618177,0.0002566045],"domain_scores_gemma":[0.99807876,0.0004829971,0.0005397555,0.00066017563,0.00007925968,0.00015906619],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00065416883,0.0003651485,0.0021075986,0.00017845699,0.0001034662,0.000017098786,0.00027999195,0.0010210454,0.000009338358],"category_scores_gemma":[0.00016330852,0.0002529433,0.00018159626,0.0002813352,0.00086226437,0.00005261018,0.0013968826,0.0012262043,0.0000020020645],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053851272,0.00025276202,0.057704892,0.0050681066,0.00012294188,0.000007013638,0.00078168773,3.2677158e-7,1.4623104e-8,0.0006036676,0.0006464822,0.93475825],"study_design_scores_gemma":[0.0019667689,0.00068857346,0.09493397,0.0026091083,0.0018570097,0.00045626535,0.0007000475,0.0003691561,2.0325669e-7,0.0065425066,0.88932604,0.00055037544],"about_ca_topic_score_codex":0.000021006368,"about_ca_topic_score_gemma":0.00034615948,"teacher_disagreement_score":0.93420786,"about_ca_system_score_codex":0.00007740931,"about_ca_system_score_gemma":0.00024295259,"threshold_uncertainty_score":0.99999225},"labels":[],"label_agreement":null},{"id":"W2234496699","doi":"10.1097/nnr.0000000000000106","title":"Mining Patterns Associated With Mobility Outcomes in Home Healthcare","year":2015,"lang":"en","type":"article","venue":"Nursing Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Steinbach Bible College; Nortel (Canada)","funders":"","keywords":"Psychological intervention; Medicine; Health care; Consistency (knowledge bases); Odds ratio; Certification; Sample (material); Odds; Nursing; Computer science; Logistic regression; Internal medicine","score_opus":0.19941938882955454,"score_gpt":0.46801932113268113,"score_spread":0.2685999323031266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2234496699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97403324,0.00013616428,0.000010131304,0.023124794,0.00013498902,0.0005674985,0.000011634262,0.00007560027,0.0019059577],"genre_scores_gemma":[0.9978408,0.0000034203492,0.00023769993,0.00012000273,0.000052800966,0.000037403923,0.000039331044,0.000032317173,0.0016362045],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99687785,0.00040062526,0.0002461539,0.0003705143,0.0013547795,0.0007501045],"domain_scores_gemma":[0.9979686,0.0004930307,0.000036476606,0.0004543766,0.000648511,0.00039898444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022128636,0.00012603794,0.00036011206,0.00034699112,0.000075136624,0.00003464597,0.00014756981,0.00013978576,0.000021505484],"category_scores_gemma":[0.0021367641,0.000100409074,0.0000321181,0.0006710402,0.00023076957,0.00009130414,0.00003556116,0.0008097759,0.000022681088],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023933209,0.00061214826,0.9793236,0.000061729654,0.000017111573,0.00014062301,0.0063726665,0.0000045591214,0.000031746,0.000013168122,0.0017742632,0.011409049],"study_design_scores_gemma":[0.0029355574,0.0011235191,0.9869465,0.002390223,0.0000069757048,0.000020364258,0.0057370244,0.00024054937,0.000119617565,0.0003465718,0.000026698504,0.000106364976],"about_ca_topic_score_codex":0.0014756392,"about_ca_topic_score_gemma":0.0014572402,"teacher_disagreement_score":0.023807589,"about_ca_system_score_codex":0.0017650594,"about_ca_system_score_gemma":0.0005196687,"threshold_uncertainty_score":0.4615569},"labels":[],"label_agreement":null},{"id":"W2242645455","doi":"10.1200/jco.2007.25.18_suppl.19673","title":"Usefulness of frailty markers in the assessment of the health and functional status in older cancer patient referred for chemotherapy","year":2007,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Activities of daily living; Geriatric oncology; Adverse effect; Cancer; Mood; Gerontology; Geriatrics; Physical therapy; Internal medicine; Psychiatry","score_opus":0.17701296870439762,"score_gpt":0.5045272127969481,"score_spread":0.3275142440925505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2242645455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97287613,0.00030565183,0.0004091449,0.024778882,0.00079164875,0.0005758051,0.00000975808,9.01958e-7,0.00025205076],"genre_scores_gemma":[0.99097174,0.00046542851,0.0018060858,0.00653971,0.0001687062,0.000010521373,0.0000015504289,0.0000071573363,0.00002912191],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967216,0.00040247678,0.0021460734,0.00011473655,0.00040127686,0.0002138313],"domain_scores_gemma":[0.99427974,0.0035317459,0.0016493459,0.00015195619,0.000260046,0.00012715544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005384572,0.000083114064,0.0008196931,0.000095059615,0.00001822582,0.0000017566226,0.000093471324,0.00017010463,0.000045697747],"category_scores_gemma":[0.0013968047,0.000043391312,0.0001780834,0.00017050751,0.00020643484,0.000038919246,0.000022409216,0.0006645351,3.9147935e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00574367,0.0017409399,0.71737903,0.00010332203,0.000112448935,0.000009392148,0.0010818638,0.000043473992,0.00004432622,0.00007325944,0.005349478,0.26831883],"study_design_scores_gemma":[0.011876981,0.0062232055,0.96120256,0.00026057631,0.000028672812,0.000027303913,0.0012043463,0.00009824894,0.000041645253,0.00016131318,0.018840073,0.000035087436],"about_ca_topic_score_codex":0.00019004589,"about_ca_topic_score_gemma":0.0014725388,"teacher_disagreement_score":0.26828372,"about_ca_system_score_codex":0.00027592224,"about_ca_system_score_gemma":0.0024739034,"threshold_uncertainty_score":0.43885982},"labels":[],"label_agreement":null},{"id":"W2245197044","doi":"10.5281/zenodo.17966129","title":"A postgraduate diploma course in community geriatrics for primary care doctors: experience of first three years","year":2004,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Geriatrics; Primary care; Medicine; Medical education; Nursing; Community college; Family medicine; Gerontology","score_opus":0.03809189712679491,"score_gpt":0.2822857836149365,"score_spread":0.2441938864881416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2245197044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904384,0.00018977562,0.0008001218,0.00067318126,0.000071323535,0.0010577103,0.0002743949,0.00026482277,0.006230262],"genre_scores_gemma":[0.9968832,0.00006850622,0.0009893192,0.000089939065,0.000058544665,2.5143495e-7,0.0012323934,0.0006024149,0.00007541874],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986641,0.00011486971,0.00031898633,0.00023995705,0.00035225812,0.00030987695],"domain_scores_gemma":[0.9984602,0.000050306993,0.000110737004,0.00059515826,0.00064234965,0.00014124939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003517585,0.00013150527,0.00023365523,0.0001969105,0.0005935119,0.00009443413,0.00060601195,0.00007258335,0.00033782108],"category_scores_gemma":[0.0007245727,0.00014302407,0.0000665952,0.0005624434,0.00023279592,0.00016570408,0.0005622262,0.00033379413,0.00020563471],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060661,0.009594185,0.015583049,0.012876638,0.00056516135,0.0005462059,0.4310659,0.0014003272,0.04253495,0.0069860886,0.051879015,0.4209024],"study_design_scores_gemma":[0.017121334,0.0044964566,0.4958488,0.0014665449,0.00014162542,0.0003885763,0.014716271,0.00015196504,0.0044865957,0.0009238994,0.45946416,0.0007937504],"about_ca_topic_score_codex":0.00026765448,"about_ca_topic_score_gemma":0.000032206877,"teacher_disagreement_score":0.48026577,"about_ca_system_score_codex":0.00038647116,"about_ca_system_score_gemma":0.000017414592,"threshold_uncertainty_score":0.5832352},"labels":[],"label_agreement":null},{"id":"W2252765466","doi":"10.1590/0047-2085000000067","title":"Prevalência de sintomas depressivos e fatores associados em idosos no norte de Minas Gerais: um estudo de base populacional","year":2015,"lang":"pt","type":"article","venue":"Jornal Brasileiro de Psiquiatria","topic":"Frailty in Older Adults","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.038265780561958035,"score_gpt":0.3190289542589327,"score_spread":0.2807631736969747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2252765466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97985226,0.006483068,0.002960429,0.0037807825,0.0025087867,0.002120826,0.000598394,0.0005256771,0.0011697897],"genre_scores_gemma":[0.961978,0.00020880449,0.011585294,0.004037379,0.008354004,0.00027941857,0.00020561201,0.00042316594,0.012928313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9879369,0.001895807,0.0021110324,0.0016576113,0.0026730977,0.0037255324],"domain_scores_gemma":[0.99022466,0.0014556748,0.0013514955,0.0016583559,0.0012551927,0.004054621],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0044218753,0.0015486286,0.0019239609,0.00064970437,0.0005334179,0.00044545435,0.0014871494,0.0017504841,0.0010092325],"category_scores_gemma":[0.013455427,0.0016274895,0.0011492497,0.00088637543,0.0003493481,0.00064524554,0.0005878715,0.0027085294,0.001630021],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0026614137,0.0014411251,0.77247417,0.00078296143,0.0010473056,0.002939633,0.008821764,0.00032249038,0.0103875,0.0001037077,0.1974498,0.001568115],"study_design_scores_gemma":[0.017903382,0.0021886867,0.9371109,0.0021889578,0.003460897,0.003037134,0.0023508675,0.014188365,0.008386505,0.0008055729,0.0061322167,0.002246504],"about_ca_topic_score_codex":0.0019118978,"about_ca_topic_score_gemma":0.0019067246,"teacher_disagreement_score":0.19131759,"about_ca_system_score_codex":0.0063136527,"about_ca_system_score_gemma":0.0073208255,"threshold_uncertainty_score":0.999904},"labels":[],"label_agreement":null},{"id":"W2254383138","doi":"10.1097/tp.0000000000000991","title":"The Prevalence and Prognostic Significance of Frailty in Patients With Advanced Heart Failure Referred for Heart Transplantation","year":2015,"lang":"en","type":"article","venue":"Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":181,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Depression (economics); Transplantation; Internal medicine; Heart transplantation; Body mass index; Cardiology; Physical therapy","score_opus":0.020363122412416133,"score_gpt":0.2740793340326279,"score_spread":0.2537162116202118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2254383138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99496907,0.000116828196,0.0016211359,0.0009568181,0.000050413273,0.0020909286,0.00013550997,0.000026477883,0.000032818407],"genre_scores_gemma":[0.99388355,0.00010414691,0.0054932996,0.000053314223,0.00001265656,0.0001755041,0.00020942284,0.000016009884,0.00005209439],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990214,0.000050074003,0.00026307322,0.00021387787,0.00028176542,0.00016980543],"domain_scores_gemma":[0.99926406,0.00026437617,0.000070600676,0.00013299595,0.0001941708,0.00007379244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018511977,0.00011705239,0.00018064614,0.00005210687,0.00004350088,0.000009690984,0.000046264584,0.000055168926,0.0000018635172],"category_scores_gemma":[0.00006198098,0.00008334941,0.000021489906,0.00013847047,0.00008650782,0.0001788805,0.000001336675,0.000090944726,0.000001123778],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010486957,0.00019585468,0.97583425,0.0034246729,0.000026633017,0.00000300984,0.003891678,0.00023197169,0.0037650024,0.00006185075,0.0001657492,0.0019123493],"study_design_scores_gemma":[0.008995297,0.0014079115,0.9822691,0.00070357387,0.0001392964,0.000014627471,0.00010073388,0.0001231036,0.0058419784,0.00007804289,0.00022016536,0.00010614017],"about_ca_topic_score_codex":0.000026749516,"about_ca_topic_score_gemma":0.00028842382,"teacher_disagreement_score":0.006434858,"about_ca_system_score_codex":0.000029115443,"about_ca_system_score_gemma":0.00007848682,"threshold_uncertainty_score":0.33988905},"labels":[],"label_agreement":null},{"id":"W2255695349","doi":"10.1016/j.cjca.2016.01.025","title":"A Call for Collaboration: Improving Cardiogeriatric Care","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Multimorbidity; Heart failure; Quality of life (healthcare); Disease; Population ageing; Population; Geriatrics; Dementia; Integrated care; Intensive care medicine; Family medicine; Nursing; Health care; Internal medicine","score_opus":0.011019467519272979,"score_gpt":0.24820067453052957,"score_spread":0.23718120701125658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2255695349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5956555,0.03514543,0.1867718,0.10540358,0.024995629,0.0045314925,0.0020416335,0.00010535195,0.045349568],"genre_scores_gemma":[0.99476457,0.00003380148,0.0011427273,0.00018911227,0.003340717,0.000011341065,0.0000062377003,0.000021797377,0.00048972067],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99903446,0.000059189173,0.00033560957,0.00013524716,0.00010105185,0.00033441558],"domain_scores_gemma":[0.99767226,0.00012908787,0.0001487498,0.00020308256,0.0012420285,0.0006048182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018153609,0.00010989827,0.0004961997,0.00030493634,0.000071631475,0.000013547745,0.000116325624,0.00015486158,0.000012705007],"category_scores_gemma":[0.0009110047,0.00007647577,0.0002545089,0.00015671969,0.00009739396,0.000082788494,0.000005855602,0.00010424422,0.000008130756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008090962,0.0000037979157,0.1685015,0.00046961615,0.0015137693,0.0026284233,0.0027378832,0.00037751495,0.019407794,0.0007183373,0.457598,0.34523427],"study_design_scores_gemma":[0.00491773,0.0013356233,0.020363076,0.00012943955,0.00041422455,0.0039207675,0.0007816685,0.0000035719518,0.00092794525,0.00011620958,0.9668913,0.00019844613],"about_ca_topic_score_codex":0.00026809506,"about_ca_topic_score_gemma":0.0022387416,"teacher_disagreement_score":0.5092933,"about_ca_system_score_codex":0.00055341574,"about_ca_system_score_gemma":0.0038294173,"threshold_uncertainty_score":0.6793222},"labels":[],"label_agreement":null},{"id":"W2256543620","doi":"10.1016/j.cjca.2016.01.005","title":"Identifying Frailty in Elderly Patients With Acute Coronary Syndrome","year":2016,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Scopus; Acute coronary syndrome; Cystatin C; Internal medicine; Disease; Population; Heart failure; Cardiology; MEDLINE; Intensive care medicine; Myocardial infarction; Renal function","score_opus":0.020038788166145998,"score_gpt":0.2478126343670223,"score_spread":0.22777384620087632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2256543620","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42743683,0.0012277932,0.0006820892,0.55868816,0.005430449,0.00103301,0.0007176804,0.000021454362,0.0047625005],"genre_scores_gemma":[0.82004595,0.00010668659,0.00040281127,0.16948333,0.005738485,0.000017196946,0.00034062972,0.00018749379,0.003677423],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974135,0.00021190954,0.00073106785,0.00034146383,0.00041287963,0.0008891827],"domain_scores_gemma":[0.9978324,0.00014883044,0.0004664611,0.00047560938,0.00048804836,0.00058864366],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002346941,0.00038223775,0.0015081984,0.0011695765,0.00005516938,0.00002451017,0.00041868596,0.0010340951,0.00014090423],"category_scores_gemma":[0.000129178,0.000277457,0.0003067156,0.00017626528,0.00032096315,0.00016086437,0.00002165505,0.0027004108,0.00006228371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089203044,0.000001371222,0.196653,0.000075394164,0.0010708313,0.09912588,0.00006635892,0.0000047312983,0.0000036087367,0.0000011918809,0.6992618,0.0036466476],"study_design_scores_gemma":[0.0030289874,0.0013530658,0.3945881,0.0012338597,0.0004086369,0.023700861,0.000011264852,1.0013879e-7,0.0000013973225,0.000100574434,0.57531595,0.00025718796],"about_ca_topic_score_codex":0.0006369662,"about_ca_topic_score_gemma":0.0018860245,"teacher_disagreement_score":0.39260912,"about_ca_system_score_codex":0.0009208082,"about_ca_system_score_gemma":0.0030548635,"threshold_uncertainty_score":0.99996775},"labels":[],"label_agreement":null},{"id":"W2260241975","doi":"10.1093/gerona/glv152","title":"Measuring Frailty Can Help Emergency Departments Identify Independent Seniors at Risk of Functional Decline After Minor Injuries","year":2015,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Université Laval","funders":"Center for Evolutionary and Theoretical Immunology; Canadian Institutes of Health Research; Université Laval","keywords":"Minor (academic); Medicine; Gerontology; Emergency department; Medical emergency; Psychiatry","score_opus":0.10214532590904457,"score_gpt":0.336161306972106,"score_spread":0.23401598106306143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2260241975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98755527,0.005053029,0.00012256918,0.0053365706,0.0011309579,0.00033077406,0.00010298914,0.000023673138,0.00034419005],"genre_scores_gemma":[0.995208,0.00074945454,0.0004212603,0.00013998088,0.00024256462,0.000033441884,0.000015285292,0.000028818506,0.003161166],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970958,0.00031468793,0.0010426326,0.0002463589,0.000900886,0.00039961902],"domain_scores_gemma":[0.997469,0.00009745437,0.00085340295,0.00054355426,0.0007751546,0.00026144693],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001115854,0.00026305972,0.000684823,0.00016014297,0.00013556643,0.000009541543,0.00026165808,0.00018980165,0.0011842182],"category_scores_gemma":[0.00083789165,0.00018311282,0.00022872443,0.00015812257,0.0003963084,0.00022401838,0.00031611646,0.00039649004,0.00002544196],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005311257,0.00022740962,0.97463495,0.00010249069,0.0010410481,0.000046648827,0.0033475382,0.00007508745,0.006163484,0.00001210491,0.008252832,0.0007851247],"study_design_scores_gemma":[0.0022089093,0.0006990816,0.9708593,0.000098094264,0.0005913958,0.0008022735,0.0017427917,0.000010434174,0.01976594,0.0013598966,0.0016859674,0.0001759081],"about_ca_topic_score_codex":0.0006351953,"about_ca_topic_score_gemma":0.015067981,"teacher_disagreement_score":0.014432786,"about_ca_system_score_codex":0.00017707865,"about_ca_system_score_gemma":0.00019868472,"threshold_uncertainty_score":0.99972886},"labels":[],"label_agreement":null},{"id":"W2264274541","doi":"10.1093/fampra/cmv089","title":"A randomized controlled trial of the effect of an intensive 1-year care management program on measures of health status in independent, community-living old elderly: the Eldercare project","year":2015,"lang":"en","type":"article","venue":"Family Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Windsor Regional Hospital; Dr. H. Bliss Murphy Cancer Centre; Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Quality of life (healthcare); Randomized controlled trial; Family medicine; Comorbidity; Medical record; MEDLINE; Gerontology; Nursing; Psychiatry","score_opus":0.06406631032121074,"score_gpt":0.37676580571578905,"score_spread":0.3126994953945783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2264274541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96269524,0.00084149523,0.000009512576,0.00091323326,0.0004258517,0.02773211,0.000016644703,0.00003738115,0.0073285243],"genre_scores_gemma":[0.99781615,0.00014169721,0.00033269034,0.00049610133,0.00003733557,0.001040496,0.000016547945,0.000031264855,0.00008774295],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9801917,0.01687796,0.0011128598,0.00022615938,0.0012612619,0.00033003135],"domain_scores_gemma":[0.98752123,0.0086445585,0.0014304795,0.0011163024,0.0012036834,0.00008372647],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.012351016,0.00026064971,0.0018973948,0.00022159793,0.00009143498,0.000021755914,0.00039234819,0.0001167621,0.0000015789719],"category_scores_gemma":[0.03309235,0.00013464037,0.00032620603,0.0004451117,0.00025985605,0.00016201606,0.0001812204,0.0010274905,9.688347e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94261974,0.0011729186,0.0008480692,0.0008219519,0.00082604657,0.00000808773,0.03128886,0.00006293489,0.000037902315,0.00005150607,0.0003558127,0.021906165],"study_design_scores_gemma":[0.8356259,0.014985331,0.0026490788,0.0016296202,0.0008748729,0.000007670506,0.14339496,0.00007394393,0.00022463578,0.000011563698,0.00042273416,0.00009970862],"about_ca_topic_score_codex":0.011302595,"about_ca_topic_score_gemma":0.000783191,"teacher_disagreement_score":0.11210611,"about_ca_system_score_codex":0.00023581684,"about_ca_system_score_gemma":0.0004874328,"threshold_uncertainty_score":0.9952812},"labels":[],"label_agreement":null},{"id":"W2265125162","doi":"10.1001/jamasurg.2015.5085","title":"Association of Frailty and 1-Year Postoperative Mortality Following Major Elective Noncardiac Surgery","year":2016,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":325,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Hazard ratio; Confounding; Retrospective cohort study; Population; Cohort study; Gerontology; Internal medicine; Confidence interval","score_opus":0.024411255444229972,"score_gpt":0.28036237001155295,"score_spread":0.255951114567323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2265125162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99182904,0.00021724575,0.000067967645,0.0051795933,0.00061609485,0.00027361917,0.000090517926,0.000063118976,0.0016628093],"genre_scores_gemma":[0.99685746,0.00013440535,0.00009914156,0.00038227276,0.00022190351,0.000026494461,0.000027906462,0.000030763167,0.0022196295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980294,0.0002361345,0.0004950875,0.00034571675,0.00054027146,0.00035336698],"domain_scores_gemma":[0.99453175,0.00442425,0.00027420965,0.00029961573,0.00032558996,0.00014455826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015059315,0.00018854167,0.00081017066,0.00018872168,0.000062220315,0.000021800259,0.000037737864,0.00022652822,0.000105320214],"category_scores_gemma":[0.0065877596,0.00014068793,0.00043074536,0.000277845,0.00006262014,0.00035787217,0.00004305655,0.00016954039,0.00003105924],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116532705,0.000064804495,0.944005,0.00004673163,0.0006373171,0.00004154571,0.00022510381,5.633903e-8,0.010712645,0.000018987577,0.035192683,0.008938574],"study_design_scores_gemma":[0.00078707,0.00003596243,0.9720817,0.0004318809,0.0001861625,0.000009026709,0.000091953494,0.000002974413,0.024009246,0.00009902908,0.0020860953,0.00017887983],"about_ca_topic_score_codex":0.00021982612,"about_ca_topic_score_gemma":0.000039487037,"teacher_disagreement_score":0.033106588,"about_ca_system_score_codex":0.00028489012,"about_ca_system_score_gemma":0.00026902606,"threshold_uncertainty_score":0.7886639},"labels":[],"label_agreement":null},{"id":"W2265474529","doi":"10.1111/ggi.12708","title":"Neuroimaging signatures of frailty: A population‐based study in community‐dwelling older adults (the <scp>A</scp>tahualpa <scp>P</scp>roject)","year":2016,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neuroimaging; Medicine; Hyperintensity; Confounding; Atrophy; White matter; Magnetic resonance imaging; Cognitive decline; Population; Gerontology; Internal medicine; Psychiatry; Dementia; Disease","score_opus":0.03077161126669827,"score_gpt":0.3120679102195433,"score_spread":0.281296298952845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2265474529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811526,0.0015468461,0.0039611356,0.004948136,0.004244042,0.0015499302,0.00021832116,0.00015617197,0.0022228512],"genre_scores_gemma":[0.9937418,0.0003508719,0.0018254886,0.0011346422,0.0007026575,0.00022758685,0.0003309948,0.00010004267,0.0015858866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9936634,0.0009048386,0.002033035,0.0011658056,0.0012660148,0.00096692465],"domain_scores_gemma":[0.9883926,0.007707197,0.0013436612,0.0010353401,0.0012590942,0.00026208835],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001693421,0.0007758907,0.0011990814,0.0018319815,0.00034538706,0.00012045459,0.0015863775,0.00067223905,0.00016299356],"category_scores_gemma":[0.0075168875,0.0006154216,0.00034816694,0.0007662676,0.00038806564,0.0005051418,0.00057429157,0.0014019586,0.000032783995],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003080581,0.0024919116,0.9675252,0.00013614075,0.00091407454,0.0002698535,0.009605472,0.00032141735,0.0009218776,0.0016765802,0.0059474534,0.009881989],"study_design_scores_gemma":[0.013003544,0.00076253637,0.967345,0.00024566913,0.00033593655,0.00033637063,0.005090586,0.003629215,0.00021672568,0.0010479415,0.0077474774,0.00023902529],"about_ca_topic_score_codex":0.0025853205,"about_ca_topic_score_gemma":0.0034111158,"teacher_disagreement_score":0.012695486,"about_ca_system_score_codex":0.00054797257,"about_ca_system_score_gemma":0.00031978375,"threshold_uncertainty_score":0.99962974},"labels":[],"label_agreement":null},{"id":"W2268128111","doi":"10.1007/s00520-015-3058-1","title":"Mixed method exploration of the medical, service-related, and emotional reasons for emergency room visits of older cancer patients","year":2015,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; McGill University; Hôpital Charles-Le Moyne; Université de Sherbrooke; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Centre de Santé et de Services Sociaux de Chicoutimi","funders":"Fonds de Recherche du Québec - Santé; Université de Sherbrooke","keywords":"Medicine; Pain medicine; Nursing research; Medical emergency; Cancer; Service (business); Emergency medicine; Family medicine; Nursing; Psychiatry; Anesthesiology; Internal medicine","score_opus":0.05386236243103935,"score_gpt":0.37169779539885744,"score_spread":0.3178354329678181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268128111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853454,0.0022221843,0.0005345663,0.0076129027,0.0017672217,0.0013833735,0.00081745867,0.000013898901,0.00030297067],"genre_scores_gemma":[0.9979782,0.00032217562,0.0005927265,0.0002568827,0.0000892345,0.00032145838,0.00016135676,0.000025566678,0.00025240157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983236,0.00009557154,0.0005347026,0.00025580075,0.0006110022,0.00017931023],"domain_scores_gemma":[0.9973879,0.00007710674,0.0003052224,0.00018937711,0.001895791,0.00014462053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025901836,0.00013683693,0.00031626917,0.000076452474,0.000025954649,0.0000019997592,0.00010667794,0.00015321022,0.0005028941],"category_scores_gemma":[0.0006354034,0.00010133763,0.00007705777,0.0003559191,0.000036499907,0.00017480756,0.00006591584,0.00014867862,8.5610884e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040396472,0.00033911326,0.91639346,0.001352366,0.00023805606,0.000003280843,0.025626346,0.00025797574,0.0002669364,0.0001700363,0.01671053,0.038237948],"study_design_scores_gemma":[0.00857722,0.00050396944,0.9667011,0.0028602893,0.00028391308,0.00000439725,0.007561173,0.0009709259,0.009180646,0.00086420594,0.0022362329,0.00025590914],"about_ca_topic_score_codex":0.0014698227,"about_ca_topic_score_gemma":0.008301247,"teacher_disagreement_score":0.050307672,"about_ca_system_score_codex":0.00022130043,"about_ca_system_score_gemma":0.0007988226,"threshold_uncertainty_score":0.5506338},"labels":[],"label_agreement":null},{"id":"W2268756670","doi":"10.4103/0019-509x.175588","title":"Developing a comprehensive cancer specific geriatric assessment tool","year":2015,"lang":"en","type":"article","venue":"Indian Journal of Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cancer; Intensive care medicine; Internal medicine","score_opus":0.06467816422729315,"score_gpt":0.3712234482540138,"score_spread":0.30654528402672065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268756670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96552294,0.0154600935,0.0010376086,0.01321249,0.0032720256,0.0003230276,0.000020460635,0.000019577978,0.0011317419],"genre_scores_gemma":[0.9751966,0.003381188,0.015233617,0.0020592976,0.0031807302,0.000026449245,0.0000032356527,0.00004709637,0.00087178044],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982483,0.000051936848,0.0005697359,0.0001507075,0.00067943224,0.00029987958],"domain_scores_gemma":[0.9979114,0.000054612505,0.00045291742,0.00017415424,0.0010754239,0.00033152231],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021535282,0.00017040818,0.00045806728,0.00027224422,0.00004264348,0.00004193246,0.00016537069,0.00008343744,0.000432892],"category_scores_gemma":[0.00004513524,0.00013928395,0.00012255511,0.0003552103,0.000059031077,0.00019288268,0.000032428736,0.00044661108,0.000021983165],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001195458,0.00024357799,0.25770804,0.00049219903,0.0014995572,0.006349272,0.008736609,0.0013383622,0.0042899456,0.00038913218,0.22667426,0.4910836],"study_design_scores_gemma":[0.00833204,0.0005665726,0.32176876,0.0016749355,0.00020844318,0.0018432189,0.0012944498,0.000031502812,0.0028149576,0.0003936798,0.66067296,0.00039848348],"about_ca_topic_score_codex":0.00010905648,"about_ca_topic_score_gemma":0.00006875215,"teacher_disagreement_score":0.4906851,"about_ca_system_score_codex":0.0014913615,"about_ca_system_score_gemma":0.003344468,"threshold_uncertainty_score":0.59329426},"labels":[],"label_agreement":null},{"id":"W2269030793","doi":"10.29461/tgg.201405_9(2).0009","title":"Effect of Case Management after Functional Evaluation in the Annual Elderly Health Examination","year":2014,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Physical examination; Psychological intervention; Physical therapy; Health examination; Gerontology; Public health; Psychiatry; Surgery; Nursing","score_opus":0.016027167569836964,"score_gpt":0.31488553107493594,"score_spread":0.298858363505099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2269030793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98293954,0.000060505354,0.0033907243,0.002272233,0.00011667653,0.0012669531,0.0000028592917,0.000014740683,0.00993578],"genre_scores_gemma":[0.99841154,0.0000026781217,0.00022845357,0.00053709483,0.00005807503,0.00015347992,0.00003288456,0.0000050574845,0.00057076715],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984124,0.00071650307,0.00018623138,0.00012644027,0.00045860547,0.000099849036],"domain_scores_gemma":[0.9994343,0.00022041377,0.00004602807,0.0001889936,0.00008423328,0.000026014493],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045504724,0.00006622797,0.00011153612,0.0001069952,0.000020137699,0.0000048017932,0.000027398162,0.000026959662,0.00023432821],"category_scores_gemma":[0.00010869601,0.000040732495,0.000027091623,0.00013450602,0.000020080424,0.000062410145,0.000010551019,0.0000684081,0.000019928728],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014392058,0.000118521355,0.003595591,0.0003759121,0.000019318897,0.00004798248,0.0013616584,0.000052323452,0.00001045799,0.0003338728,0.0033008994,0.99063957],"study_design_scores_gemma":[0.0062805386,0.0052385344,0.9770956,0.00017725726,0.00014708444,0.0005766356,0.0013063012,0.0072683734,0.00024574145,0.000101887636,0.0014720692,0.000089999805],"about_ca_topic_score_codex":0.00011294618,"about_ca_topic_score_gemma":0.00024818972,"teacher_disagreement_score":0.99054956,"about_ca_system_score_codex":0.000083966224,"about_ca_system_score_gemma":0.000017573782,"threshold_uncertainty_score":0.25657296},"labels":[],"label_agreement":null},{"id":"W2271339160","doi":"10.1016/j.exger.2016.02.004","title":"EMG Functional tasks recordings determines frailty phenotypes in males and females","year":2016,"lang":"en","type":"article","venue":"Experimental Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Biceps; Medicine; Physical medicine and rehabilitation; Electromyography; Activities of daily living; Sarcopenia; Gerontology; Physical therapy; Internal medicine","score_opus":0.0804511835554383,"score_gpt":0.33382209953119707,"score_spread":0.2533709159757588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2271339160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906348,0.0024234417,0.00009670695,0.0026456418,0.00045128394,0.00020939803,0.0000061220358,0.00006086939,0.0034717135],"genre_scores_gemma":[0.9931639,0.000037741982,0.0013823087,0.00044830737,0.00019635839,0.000066713474,0.000010997178,0.0000212373,0.0046724444],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9988928,0.000042489577,0.00025759873,0.00037940257,0.00012424009,0.00030350665],"domain_scores_gemma":[0.99948615,0.00013276513,0.00005744502,0.00018774047,0.000025167776,0.00011073881],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006730553,0.00018380137,0.00031719534,0.00010422213,0.000045028442,0.000010467323,0.00006260634,0.00013718447,0.0012323721],"category_scores_gemma":[0.00008405415,0.00013232404,0.00004622389,0.00004967189,0.0002924711,0.00017578178,0.000075308504,0.000085513515,0.00008741855],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009397244,0.0003412523,0.441607,0.00004165351,0.00006384305,0.00017420578,0.0011581125,1.529758e-7,0.49931633,0.0009976944,0.0038358362,0.05152417],"study_design_scores_gemma":[0.0063556824,0.0010585831,0.7949748,0.00023363582,0.000025551928,0.0011942453,0.0014426039,0.000026905638,0.18015487,0.0004122115,0.013712413,0.00040848192],"about_ca_topic_score_codex":0.00011320965,"about_ca_topic_score_gemma":0.00036143992,"teacher_disagreement_score":0.3533678,"about_ca_system_score_codex":0.00011795861,"about_ca_system_score_gemma":0.000030297138,"threshold_uncertainty_score":0.99968064},"labels":[],"label_agreement":null},{"id":"W2272399427","doi":"10.1136/heartjnl-2015-308066.6","title":"6 Frailty is Associated with Undiagnosed Early Cognitive Impairment in older patients (≥75 years) with non-ST Elevation Acute Coronary Syndrome Managed by Invasive Strategy","year":2015,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Acute coronary syndrome; ST elevation; Dementia; Internal medicine; Cognitive impairment; Physical therapy; Disease; Pediatrics; Coronary heart disease; Myocardial infarction","score_opus":0.017263303776422895,"score_gpt":0.2544538943654422,"score_spread":0.23719059058901928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2272399427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99527895,0.000013530385,0.000080259066,0.00027883585,0.00004923782,0.0024978113,0.00032775052,0.000102617916,0.0013709756],"genre_scores_gemma":[0.99267006,0.000012114119,0.00011969958,0.0012067534,0.000010688387,0.00017150182,0.0019891963,0.00007091019,0.0037490807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975437,0.000096321426,0.0003815452,0.00055622123,0.0009072538,0.00051495974],"domain_scores_gemma":[0.99843925,0.00018975705,0.00023406639,0.00027425206,0.00053416996,0.00032852832],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018585325,0.00035799269,0.0005047324,0.00020318884,0.000044153236,0.000048322694,0.00012859824,0.00020190238,0.00027050794],"category_scores_gemma":[0.00011065904,0.00028378857,0.000043399257,0.0006086222,0.00012698592,0.00040763256,0.000053973086,0.00039037137,0.00012425266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011034962,0.0017642489,0.9750035,0.000035632034,0.0007836226,0.0016510586,0.0024707054,0.0000070848887,0.000035926165,0.000002832511,0.016644461,0.0004974752],"study_design_scores_gemma":[0.02665371,0.008445797,0.9612549,0.00092973106,0.0002834451,0.00005541263,0.0015834207,0.00006322892,0.00031980814,0.000022968608,0.000011009708,0.0003765942],"about_ca_topic_score_codex":0.0009234434,"about_ca_topic_score_gemma":0.0010359728,"teacher_disagreement_score":0.025550215,"about_ca_system_score_codex":0.00055189006,"about_ca_system_score_gemma":0.00032699475,"threshold_uncertainty_score":0.99996144},"labels":[],"label_agreement":null},{"id":"W2273119888","doi":"10.1093/ageing/afq004","title":"Research Letter","year":2010,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine","score_opus":0.044737903119527134,"score_gpt":0.34949421151023136,"score_spread":0.3047563083907042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2273119888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9657836,0.00004973286,0.000011739977,0.0073710275,0.0001817334,0.000078187266,3.04076e-7,0.00002607788,0.0264976],"genre_scores_gemma":[0.98886734,0.000011410294,0.0005299413,0.001603017,0.00089486974,0.000003854627,0.00000237805,0.0000079219835,0.008079289],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995107,0.000013749509,0.00005546611,0.00011257208,0.00014233922,0.00016519215],"domain_scores_gemma":[0.99967086,0.00007220029,0.000005856453,0.0001527502,0.000029880812,0.00006844596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020920993,0.00003782036,0.00006409801,0.0000533072,0.00007317501,0.000025112742,0.000033075685,0.000043719894,0.00012946891],"category_scores_gemma":[0.00011573626,0.000030001975,0.000014106456,0.000072548275,0.00007590234,0.000043475316,0.00004079967,0.00045515495,0.00008982354],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024079412,0.000055256558,0.0052229315,0.00011404778,0.000025009713,0.04389623,0.0015609624,6.327007e-8,0.67468715,0.00057460216,0.14432235,0.12951732],"study_design_scores_gemma":[0.00082714774,0.000100848105,0.25775898,0.00012042408,0.000012902889,0.0001519174,0.0001164512,0.000037825685,0.0098517835,0.00047903493,0.7304451,0.00009759157],"about_ca_topic_score_codex":0.00009701957,"about_ca_topic_score_gemma":0.00009180554,"teacher_disagreement_score":0.6648354,"about_ca_system_score_codex":0.0000035384032,"about_ca_system_score_gemma":0.000008428099,"threshold_uncertainty_score":0.1977447},"labels":[],"label_agreement":null},{"id":"W2274203690","doi":"10.1007/s11136-016-1252-3","title":"Is self-rated health an independent prognostic factor of six-week mortality in older patients hospitalized for an acute condition?","year":2016,"lang":"en","type":"article","venue":"Quality of Life Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"University Hospital of Martinique","keywords":"Medicine; Proportional hazards model; Hazard ratio; Comorbidity; Self-rated health; Prospective cohort study; Public health; Confidence interval; Cohort study; Risk factor; Demography; Gerontology; Internal medicine; Physical therapy","score_opus":0.2414832121925597,"score_gpt":0.5044426428615906,"score_spread":0.2629594306690309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2274203690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912116,0.00003159647,0.00013142875,0.002762783,0.00008100622,0.003904245,0.0017823905,0.00005433885,0.00004061854],"genre_scores_gemma":[0.9983623,0.0000371983,0.00057560735,0.00020118464,0.00005188009,0.0001874109,0.00041473654,0.00003738734,0.00013226733],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99381155,0.0014725638,0.0013668237,0.00060510315,0.0020345966,0.0007093367],"domain_scores_gemma":[0.9953675,0.00078829477,0.00041888753,0.0008396212,0.0019416562,0.00064400944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038085007,0.0002040535,0.00088152045,0.00036880936,0.000087081775,0.00001774379,0.00032290717,0.00020884648,0.00023873158],"category_scores_gemma":[0.0028199838,0.00015530399,0.00012346538,0.0004509896,0.00031872359,0.0003582924,0.000090141344,0.00030765447,0.000012533109],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007318925,0.0066238306,0.98083246,0.0014511241,0.00024533394,0.0000018695443,0.0052528256,1.2158043e-7,0.0019805683,0.00011843355,0.0012754628,0.0014860671],"study_design_scores_gemma":[0.01019698,0.0071929935,0.9777581,0.00042203278,0.000023141962,4.6649288e-7,0.0005493542,0.000056413068,0.0031446437,0.00045641031,0.000038882634,0.00016058529],"about_ca_topic_score_codex":0.0028500792,"about_ca_topic_score_gemma":0.0005991572,"teacher_disagreement_score":0.009465088,"about_ca_system_score_codex":0.00031662668,"about_ca_system_score_gemma":0.001179275,"threshold_uncertainty_score":0.6333113},"labels":[],"label_agreement":null},{"id":"W2276115678","doi":"10.1371/journal.pone.0149732","title":"Frailty Markers and Treatment Decisions in Patients Seen in Oncogeriatric Clinics: Results from the ASRO Pilot Study","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Geriatric oncology; Mood; Geriatric Depression Scale; Activities of daily living; Population; Logistic regression; Grip strength; Prospective cohort study; Physical therapy; Internal medicine; Gerontology; Cancer; Cognition; Psychiatry","score_opus":0.10705883631888982,"score_gpt":0.3023389037935086,"score_spread":0.19528006747461876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2276115678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994719,0.00009504593,0.0000013364017,0.0025049697,0.00006377877,0.0018983901,0.00027207658,0.000023571834,0.00042182754],"genre_scores_gemma":[0.9979492,0.0004910736,0.0005387476,0.00014687142,0.00010184568,0.000092197806,0.0000437727,0.000024788347,0.00061152165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979256,0.00022111034,0.0006305634,0.0004772063,0.0004802196,0.00026533444],"domain_scores_gemma":[0.99616665,0.0028393003,0.00011959686,0.0006703112,0.00007367722,0.00013046275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040724338,0.00019133398,0.00045234777,0.00013345611,0.000043175798,0.0000143422085,0.00013781078,0.00006225505,0.000059228016],"category_scores_gemma":[0.0029501992,0.00010291768,0.000030314863,0.0002697592,0.000055291162,0.00007926576,0.000102207276,0.00015711745,0.0001044107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039682905,0.018804723,0.92159307,0.0000021383103,0.00020595764,0.000029371975,0.0011726624,1.9970274e-7,0.00013346394,4.2137714e-7,0.000257062,0.053832646],"study_design_scores_gemma":[0.0310206,0.009485225,0.95806986,0.00055020425,0.00018208452,2.317249e-7,0.00026311382,0.000018671062,0.00008231534,0.00007474926,0.00013453563,0.00011840381],"about_ca_topic_score_codex":0.0018298124,"about_ca_topic_score_gemma":0.004593716,"teacher_disagreement_score":0.053714246,"about_ca_system_score_codex":0.00029878475,"about_ca_system_score_gemma":0.00007868212,"threshold_uncertainty_score":0.41968614},"labels":[],"label_agreement":null},{"id":"W2282865851","doi":"10.1016/j.cjca.2015.07.519","title":"TOO FRAIL FOR AN ICD? THE FRAIL-ICD STUDY: A SYSTEMATIC ASSESSMENT OF FRAILTY IN ELDERLY PATIENTS REFERRED FOR PRIMARY PREVENTION ICDS","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Medicine; Frailty syndrome; Cohort; Physical therapy; Clinical endpoint; Emergency medicine; Gerontology; Internal medicine; Clinical trial","score_opus":0.07328365952237793,"score_gpt":0.3486207096321565,"score_spread":0.2753370501097786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282865851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982155,0.0006324041,0.008463438,0.001224757,0.0014640009,0.004917658,0.00010287717,0.0000072640087,0.001032573],"genre_scores_gemma":[0.9974627,0.000006281256,0.0014577967,0.00018308134,0.00040209992,0.00021017097,0.000056321933,0.00003215605,0.00018940562],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973009,0.0005782557,0.0011504323,0.00021903968,0.00034535528,0.0004059994],"domain_scores_gemma":[0.9967813,0.00042050105,0.00063031586,0.0004629699,0.0011726603,0.000532283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024202052,0.0001956795,0.0012370789,0.0003805589,0.0000661189,0.000020234771,0.00033750292,0.00019281746,0.0000035948963],"category_scores_gemma":[0.0017823183,0.00014140208,0.00029086124,0.00017116591,0.00010552506,0.00016291275,0.000016712691,0.0003220712,8.0352004e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015725842,0.0005001305,0.89142436,0.008383836,0.0029475626,0.00013640178,0.009541086,0.0026442267,0.00023074746,0.00030642224,0.060458135,0.021854524],"study_design_scores_gemma":[0.023290737,0.032679033,0.91842717,0.0039800378,0.0014424191,0.0002933674,0.005961389,0.00027020677,0.000022741613,0.001972875,0.011279139,0.0003808715],"about_ca_topic_score_codex":0.00060242804,"about_ca_topic_score_gemma":0.0075838678,"teacher_disagreement_score":0.049178995,"about_ca_system_score_codex":0.00076076196,"about_ca_system_score_gemma":0.0032058102,"threshold_uncertainty_score":0.57662094},"labels":[],"label_agreement":null},{"id":"W2283946152","doi":"10.1007/s11357-016-9892-3","title":"Clinical research for older adults in rural areas: the MINDED study experience","year":2016,"lang":"en","type":"review","venue":"AGE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"","keywords":"Randomized controlled trial; Intervention (counseling); Rural area; Scientific evidence; Clinical trial; Alternative medicine; Medicine; Gerontology; Evidence-based medicine; MEDLINE; Psychology; Family medicine; Nursing","score_opus":0.24621523958668817,"score_gpt":0.5410460055907353,"score_spread":0.2948307660040472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2283946152","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006229672,0.98018223,0.0000050581516,0.00049042114,0.0006350518,0.011797243,0.00003296877,0.00003862025,0.0005887175],"genre_scores_gemma":[0.0052142143,0.9822319,0.000066871995,0.00010061153,0.0009355432,0.0038234333,0.000048417547,0.0000796322,0.007499337],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958007,0.000953753,0.0011586536,0.00069522846,0.0007290363,0.00066268316],"domain_scores_gemma":[0.9937093,0.004306601,0.00018482354,0.0014102565,0.00020846295,0.00018054969],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029278009,0.00034243954,0.0016400765,0.00021093128,0.0000968325,0.000034631787,0.0007505292,0.00037675886,0.00015625625],"category_scores_gemma":[0.0036875599,0.00016700798,0.00046969284,0.00042886956,0.00037417634,0.0000571328,0.0002574096,0.0011351166,0.00027646896],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009644151,0.00064223784,0.0008354464,0.0026265485,0.00007809901,0.0002621598,0.002986055,7.537317e-10,3.243701e-8,0.000009099193,0.007175894,0.98528796],"study_design_scores_gemma":[0.0037954012,0.000716048,0.0070787016,0.057818983,0.00015410224,0.00004692054,0.0030303004,0.0000012064995,2.6809295e-7,0.000018770932,0.9271063,0.00023298847],"about_ca_topic_score_codex":0.00011942135,"about_ca_topic_score_gemma":0.0002486052,"teacher_disagreement_score":0.98505497,"about_ca_system_score_codex":0.00016866197,"about_ca_system_score_gemma":0.00035203234,"threshold_uncertainty_score":0.6810388},"labels":[],"label_agreement":null},{"id":"W2284261010","doi":"10.2310/8000.2013.130937","title":"Assessment of older adults by emergency medical services: methodology and feasibility of a care partner Comprehensive Geriatric Assessment (CP-CGA).","year":2014,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Interquartile range; Observational study; Geriatrics; Emergency department; Family medicine; Health care; Gerontology; Emergency medicine; Nursing; Psychiatry","score_opus":0.049524245204892355,"score_gpt":0.36827438687665576,"score_spread":0.3187501416717634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2284261010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891126,0.0016465524,0.0020800356,0.00097537925,0.000526669,0.0024633291,0.00007834327,0.000052612228,0.0030644848],"genre_scores_gemma":[0.9924057,0.0002928423,0.00595611,0.0002767568,0.00010321719,0.00064211094,0.00013552615,0.00003085679,0.00015687007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99625593,0.0007524294,0.0009517051,0.00062038307,0.00092661206,0.00049296085],"domain_scores_gemma":[0.99717903,0.00056560454,0.00043337166,0.0006918915,0.00065782585,0.00047224562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001124245,0.00028291403,0.0010426069,0.00013865948,0.00004206532,0.000005366164,0.00023588262,0.0002897371,0.00035843733],"category_scores_gemma":[0.00039070848,0.00023563365,0.00015590091,0.00029140568,0.00020058361,0.000077254925,0.00021036564,0.00034044808,0.0000010695612],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032215082,0.0010132063,0.87565833,0.008607991,0.0004181625,0.000011860664,0.0020038448,0.000004225901,0.000572279,0.00029371152,0.002508387,0.10858585],"study_design_scores_gemma":[0.004820376,0.00034985243,0.9910627,0.00015097829,0.0002585371,0.000023905612,0.0010825378,0.0004947556,0.00046968096,0.000082360726,0.0010159827,0.00018836097],"about_ca_topic_score_codex":0.0004433683,"about_ca_topic_score_gemma":0.00021548128,"teacher_disagreement_score":0.115404345,"about_ca_system_score_codex":0.000120038734,"about_ca_system_score_gemma":0.00013904955,"threshold_uncertainty_score":0.9608862},"labels":[],"label_agreement":null},{"id":"W2288696091","doi":"10.3389/fpubh.2016.00003","title":"Optimal Versus Realized Trajectories of Physiological Dysregulation in Aging and Their Relation to Sex-Specific Mortality Risk","year":2016,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital Fleurimont; Université de Sherbrooke","funders":"Canadian Institutes of Health Research; National Institute on Aging; National Institutes of Health","keywords":"Relation (database); Medicine; Computer science; Demography; Data mining","score_opus":0.06382441377341778,"score_gpt":0.31816719849352043,"score_spread":0.25434278472010263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2288696091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.970013,0.00027261025,0.022120362,0.006307981,0.00048630155,0.00054491754,0.0000355646,0.00004278095,0.00017645705],"genre_scores_gemma":[0.989232,0.0005520192,0.009933869,0.00007888978,0.00008200936,0.000023256045,0.000034913573,0.000012710907,0.000050321407],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982738,0.00032281998,0.0005067214,0.00034645994,0.00019536514,0.00035482502],"domain_scores_gemma":[0.9991551,0.00014179134,0.00016429229,0.0002872455,0.00005663444,0.00019492161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011985373,0.0001356855,0.00045662746,0.00029063504,0.00004258748,0.000009860079,0.00007082615,0.000114938564,0.0000122945785],"category_scores_gemma":[0.0005260079,0.000093708935,0.000035375444,0.000422912,0.00012009666,0.00020058913,0.000033272667,0.00017521223,8.3459463e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000587722,0.00016283349,0.7555395,0.00009243505,0.00004447638,0.0000026431885,0.006755833,0.000083948675,0.0004603288,0.00045050023,0.0037622764,0.23205754],"study_design_scores_gemma":[0.0037290952,0.00036903122,0.9902318,0.00013515155,0.000002959332,0.0000013645035,0.0011739074,0.00080523605,0.0000770258,0.00040412668,0.0029767323,0.00009357023],"about_ca_topic_score_codex":0.00038142243,"about_ca_topic_score_gemma":0.00010390906,"teacher_disagreement_score":0.23469235,"about_ca_system_score_codex":0.000496281,"about_ca_system_score_gemma":0.00018040194,"threshold_uncertainty_score":0.38213396},"labels":[],"label_agreement":null},{"id":"W2289415485","doi":"10.22374/cjgim.v10i4.80","title":"An Approach to ‘The Social Admission’","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Hospital admission; Work (physics); Family medicine; Internal medicine","score_opus":0.0680660285077655,"score_gpt":0.3382459783696387,"score_spread":0.2701799498618732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289415485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72710663,0.0017614271,0.0062093567,0.20305134,0.0052598887,0.00046588908,0.000020310925,0.000022835167,0.056102324],"genre_scores_gemma":[0.96662974,0.0000043453633,0.0024866273,0.011463253,0.009762201,0.0000031111383,0.000009664711,0.000030716026,0.009610317],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982955,0.00009708181,0.0005260656,0.00015549148,0.00055932556,0.00036657442],"domain_scores_gemma":[0.9950294,0.000020285514,0.00017351477,0.00023802834,0.00070874236,0.003830022],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007932018,0.0001689127,0.00040670967,0.00037808224,0.00010716632,0.00002931228,0.000498146,0.000085583866,0.00025190038],"category_scores_gemma":[0.00081670505,0.00009839182,0.0000925278,0.00026387503,0.00017729127,0.000109288034,0.000014602755,0.00052204455,0.0000336264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002595141,0.000049614126,0.0044037467,0.000016025959,0.000106924934,0.00062480697,0.009438148,0.00012757884,0.0012063618,0.00031712715,0.9674031,0.016047027],"study_design_scores_gemma":[0.006483206,0.0059291814,0.03584239,0.0007789401,0.0003266604,0.013545498,0.0067615835,0.0016179472,0.00078319677,0.00043646144,0.9271455,0.00034942903],"about_ca_topic_score_codex":0.013243726,"about_ca_topic_score_gemma":0.004516095,"teacher_disagreement_score":0.23952314,"about_ca_system_score_codex":0.00039387462,"about_ca_system_score_gemma":0.0016120479,"threshold_uncertainty_score":0.99332714},"labels":[],"label_agreement":null},{"id":"W2290643042","doi":"10.1136/bmjopen-2015-010959","title":"Interventions to prevent or reduce the level of frailty in community-dwelling older adults: a protocol for a scoping review of the literature and international policies","year":2016,"lang":"en","type":"review","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Rehabilitation Institute; McMaster University; McGill University; University of British Columbia; University Health Network; University of Toronto; Dalhousie University; Ontario Council of University Libraries","funders":"Canadian Institutes of Health Research","keywords":"Psychological intervention; Medicine; Vulnerability (computing); Grey literature; Gerontology; MEDLINE; Health care; Nursing","score_opus":0.41595076843342443,"score_gpt":0.5749298148209915,"score_spread":0.15897904638756705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290643042","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000002435014,0.44168,0.000045939112,0.0034347198,0.00007533887,0.5540711,0.00046020042,0.0000042359666,0.00022598576],"genre_scores_gemma":[0.0000016399637,0.48609847,0.0007685552,0.00037688232,0.000082904786,0.5092058,0.000040740815,0.000030559964,0.0033944098],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9971814,0.0007020703,0.0014565217,0.00022985508,0.00026210374,0.00016805377],"domain_scores_gemma":[0.99685556,0.0007320037,0.00097597664,0.0010305886,0.0003539971,0.000051876334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002147105,0.00026390623,0.0013588077,0.000137236,0.00008255741,0.000052403375,0.0014098674,0.00012961896,0.000103269216],"category_scores_gemma":[0.0030942902,0.00011418757,0.0004462765,0.0003983043,0.0001005627,0.00010780071,0.0013128445,0.00047136156,0.0000018898195],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014694792,0.00024253524,0.000004167475,0.74671125,0.0000908036,6.4210275e-7,0.0019029587,6.0246926e-8,3.8951092e-7,0.00004379002,0.0034909232,0.24736555],"study_design_scores_gemma":[0.0013334409,0.00016880108,0.00004697028,0.8874943,0.0001506887,0.00006855745,0.00011060617,5.0535596e-7,0.000011924754,0.000036024107,0.11046093,0.000117224234],"about_ca_topic_score_codex":0.00014793313,"about_ca_topic_score_gemma":0.0004634091,"teacher_disagreement_score":0.24724832,"about_ca_system_score_codex":0.00009894544,"about_ca_system_score_gemma":0.0006890568,"threshold_uncertainty_score":0.46564338},"labels":[],"label_agreement":null},{"id":"W2291520963","doi":"10.3389/fnagi.2016.00009","title":"Commentary: Age-related neurodegenerative disease research needs aging models","year":2016,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Alzheimer's Society","keywords":"Neurocognitive; Neuroscience; Gerontology; Disease; Psychology; Brain aging; Cognitive aging; Medicine; Physical medicine and rehabilitation; Cognition; Pathology","score_opus":0.059238335638738204,"score_gpt":0.3279863613794107,"score_spread":0.26874802574067247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291520963","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74000424,0.0009346699,0.045191087,0.20254353,0.00631276,0.0016920059,0.00005343063,0.00042577847,0.0028425057],"genre_scores_gemma":[0.9857187,0.00023046162,0.0018582458,0.0069227736,0.00009569487,0.000043946486,0.0000057795846,0.00004496157,0.0050794277],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9965158,0.00039843793,0.00037533036,0.0007886463,0.0009951226,0.0009266414],"domain_scores_gemma":[0.9984319,0.00016711593,0.000068288646,0.00073178817,0.000110527595,0.0004903582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008847514,0.00023713564,0.00030990213,0.0010104193,0.0002967511,0.00008573949,0.00056865456,0.0000533725,0.000011924345],"category_scores_gemma":[0.0006873957,0.00018211963,0.00007532583,0.0019140644,0.0011976269,0.00064779376,0.0003099233,0.00058527425,0.000012297572],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039472213,0.0008197477,0.4104595,0.00018383203,0.000026724207,0.0046042963,0.0075627766,0.0047328733,0.11543804,0.0018862105,0.41302457,0.040866725],"study_design_scores_gemma":[0.01992288,0.0016133273,0.31210405,0.006406363,0.00019426335,0.00028569467,0.0027784707,0.5103927,0.03062415,0.04615542,0.06666292,0.002859735],"about_ca_topic_score_codex":0.00007021219,"about_ca_topic_score_gemma":0.0000058860505,"teacher_disagreement_score":0.5056599,"about_ca_system_score_codex":0.0003293181,"about_ca_system_score_gemma":0.00015811848,"threshold_uncertainty_score":0.7426623},"labels":[],"label_agreement":null},{"id":"W2292609297","doi":"10.1111/jgs.13908","title":"Prevalence and Clinical Characteristics of Prefrailty in Elderly Adults: Differences According to Degree of Urbanization","year":2016,"lang":"en","type":"letter","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Southeastern Ontario Academic Medical Organization; Queen's University; Eli Lilly and Company; Xunta de Galicia; Alzheimer's Association","keywords":"Medicine; Gerontology; Socioeconomic status; Psychological intervention; Context (archaeology); Urbanization; Population; Environmental health; Geography","score_opus":0.030317541635908957,"score_gpt":0.3019290429582814,"score_spread":0.27161150132237244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292609297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9067103,0.00031786363,0.00056251476,0.09112913,0.00066577934,0.0004475966,0.00013875173,0.0000063605075,0.000021654581],"genre_scores_gemma":[0.9377095,0.009918639,0.0072740326,0.039483186,0.0050166124,0.0000057674492,0.0000070330193,0.00008053854,0.00050467346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99644405,0.0002756388,0.0018604873,0.00029034485,0.0008306371,0.00029886037],"domain_scores_gemma":[0.9926282,0.001051414,0.00490221,0.0004950619,0.00080781564,0.00011527526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008698423,0.00028292966,0.0014895579,0.00015908097,0.000036530284,0.000017627393,0.00061689113,0.0003340902,0.0000106221205],"category_scores_gemma":[0.0020779783,0.00017336974,0.0006029926,0.00067642366,0.0004994155,0.00010166738,0.00023039161,0.0014452812,7.408727e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028856014,0.00009763733,0.86265624,0.0011824091,0.00025847385,0.00001382915,0.0007394348,3.5170922e-7,0.00023179129,6.717984e-7,0.10029358,0.03423705],"study_design_scores_gemma":[0.0015361438,0.0022623495,0.9871572,0.0037536304,0.0006494644,0.00008643198,0.0003280484,0.000030065396,0.00005666216,0.000044028922,0.003858256,0.00023767345],"about_ca_topic_score_codex":0.00005417616,"about_ca_topic_score_gemma":0.0000020790048,"teacher_disagreement_score":0.12450103,"about_ca_system_score_codex":0.00018210935,"about_ca_system_score_gemma":0.0004191025,"threshold_uncertainty_score":0.7069813},"labels":[],"label_agreement":null},{"id":"W2293470438","doi":"10.1186/s12955-016-0464-0","title":"Erratum to: Frail older adults with minor fractures show lower health-related quality of life (SF-12) scores up to six months following emergency department discharge","year":2016,"lang":"en","type":"erratum","venue":"Health and Quality of Life Outcomes","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Ottawa Hospital; University of Ottawa; Université de Montréal; Université Laval; Hôpital du Sacré-Cœur de Montréal; McMaster University; Université de Sherbrooke","funders":"","keywords":"Emergency department; Quality of life (healthcare); Medicine; Gerontology; Minor (academic); Quality of Life Research; Health related quality of life; SF-36; Psychiatry; Public health; Internal medicine; Nursing; Humanities; Art","score_opus":0.05017203989523526,"score_gpt":0.37014972367440935,"score_spread":0.31997768377917407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2293470438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80036366,0.03313951,0.00025611633,0.1284917,0.025055107,0.008608468,0.0027075408,0.00026952336,0.0011084139],"genre_scores_gemma":[0.8798654,0.0029656617,0.0015056971,0.037906453,0.0012047386,0.0004283352,0.0017443505,0.00032733683,0.074052006],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.98667115,0.0012306264,0.0059140828,0.0017374782,0.0026381107,0.0018085251],"domain_scores_gemma":[0.98869294,0.0008431278,0.0033827203,0.0019284127,0.0005431474,0.004609665],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0030997964,0.0013689284,0.006256645,0.0005912421,0.00036534728,0.000032095075,0.000544372,0.0009404159,0.00044462294],"category_scores_gemma":[0.005848174,0.0009525724,0.0009312158,0.00049918675,0.00021791749,0.00022000901,0.00028048072,0.001339263,0.00003781442],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003687353,0.0006914221,0.33188206,0.013849481,0.0009490102,0.0000062981076,0.010811491,0.0000011740088,0.000004803546,0.00006706597,0.63598967,0.0020601645],"study_design_scores_gemma":[0.009515299,0.003406513,0.9345423,0.009642297,0.00015526536,0.0000034108564,0.0021522774,0.000002798524,0.000012407259,0.000051742492,0.03930218,0.0012135167],"about_ca_topic_score_codex":0.018654535,"about_ca_topic_score_gemma":0.021940539,"teacher_disagreement_score":0.60266024,"about_ca_system_score_codex":0.0003646531,"about_ca_system_score_gemma":0.0043150815,"threshold_uncertainty_score":0.9999061},"labels":[],"label_agreement":null},{"id":"W2303194908","doi":"10.1093/annonc/mdu356.66","title":"Assessment of Older Patients with Cancer: Edmonton Frail Scale (Efs) As a Predictor of Adverse Outcomes in a Cohort of Older Patients Undergoing Systemic Therapy","year":2014,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Adverse effect; Geriatric oncology; Internal medicine; Mood; Cohort; Performance status; Marital status; Cancer; Physical therapy; Population; Psychiatry","score_opus":0.01934008883002615,"score_gpt":0.3432453177324868,"score_spread":0.32390522890246065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2303194908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957517,0.00014372116,0.000046451787,0.00037298448,0.00022052662,0.001588188,0.000087487075,0.00001381386,0.0017751206],"genre_scores_gemma":[0.9985884,0.0003377636,0.00036254886,0.0003620775,0.000024887177,0.00010641153,0.00004772315,0.000033513283,0.00013671289],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972829,0.00022473124,0.0011196788,0.0003360982,0.0007107163,0.00032585193],"domain_scores_gemma":[0.996828,0.00043536632,0.0011193174,0.0004789472,0.0010233367,0.00011499729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004234673,0.0002428184,0.0014140347,0.00028149865,0.000016497104,0.0000010693249,0.00019959238,0.00023145972,0.000116315074],"category_scores_gemma":[0.00020093069,0.00018613826,0.00014793708,0.00024017532,0.00023873535,0.00010871373,0.000063041974,0.00018466637,0.0000012340655],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061170274,0.003222036,0.98653495,0.00080180465,0.00046607043,0.0000022576364,0.001510832,0.000094285766,0.00045720465,0.000024347799,0.0003950795,0.0058794343],"study_design_scores_gemma":[0.015759857,0.009087315,0.97039765,0.0018978069,0.00010885707,0.0000016232099,0.000238118,0.00007983572,0.0021334677,0.000019717108,0.00014221379,0.0001335489],"about_ca_topic_score_codex":0.0016283572,"about_ca_topic_score_gemma":0.0010400404,"teacher_disagreement_score":0.016137306,"about_ca_system_score_codex":0.00015066928,"about_ca_system_score_gemma":0.000612751,"threshold_uncertainty_score":0.75904983},"labels":[],"label_agreement":null},{"id":"W2310717274","doi":"10.1093/gerona/glw044","title":"Disentangling Cognitive-Frailty: Results From the Gait and Brain Study","year":2016,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Parkwood Institute; Western University","funders":"Ontario Ministry of Research and Innovation; Canadian Institutes of Health Research; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Dementia; Cognition; Hazard ratio; Cognitive decline; Gait; Medicine; Physical medicine and rehabilitation; Proportional hazards model; Confidence interval; Gerontology; Psychology; Physical therapy; Psychiatry; Internal medicine; Disease","score_opus":0.07568630182936738,"score_gpt":0.34708206046802575,"score_spread":0.2713957586386584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2310717274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8400501,0.0023165648,0.00005732632,0.15620254,0.00016569323,0.00047026045,0.00011744256,0.000022533517,0.0005975525],"genre_scores_gemma":[0.9957991,0.0005254087,0.00008468464,0.0012957995,0.00028143142,0.000011869787,0.0000036777433,0.000019212885,0.0019787808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982901,0.00039987298,0.00054232724,0.00023939619,0.00024646943,0.00028180715],"domain_scores_gemma":[0.995461,0.0034351274,0.00034455291,0.0004655242,0.00019406537,0.000099764584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094468053,0.00017691181,0.00044286178,0.00003805935,0.00020281867,0.00002245951,0.00023809614,0.000080703554,0.00016851563],"category_scores_gemma":[0.0032918372,0.00007294414,0.00007391319,0.0000837824,0.00069302507,0.00016935014,0.0001480268,0.0002541175,0.000012984152],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022587338,0.0009789546,0.6782275,0.000039889135,0.0030534095,0.00039088304,0.062272433,0.0000011679991,0.021338997,0.00021631294,0.03548437,0.17540877],"study_design_scores_gemma":[0.012372073,0.0019384929,0.9412054,0.00093790505,0.0005882317,0.0008238586,0.033389013,0.000008810249,0.0022897013,0.0020523346,0.0041951137,0.00019905568],"about_ca_topic_score_codex":0.0002763122,"about_ca_topic_score_gemma":0.002119513,"teacher_disagreement_score":0.26297793,"about_ca_system_score_codex":0.00002450082,"about_ca_system_score_gemma":0.000053951902,"threshold_uncertainty_score":0.39408743},"labels":[],"label_agreement":null},{"id":"W2312366830","doi":"10.1097/coc.0b013e318210f9ce","title":"Impact and Feasibility of a Comprehensive Geriatric Assessment in the Oncology Setting","year":2011,"lang":"en","type":"article","venue":"American Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Geriatric oncology; MEDLINE; Oncology; Medical physics; Intensive care medicine; Internal medicine; Cancer","score_opus":0.18752569596741567,"score_gpt":0.5315478851114135,"score_spread":0.34402218914399785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312366830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901194,0.00016133516,0.00010413454,0.0050015748,0.00027541345,0.0003011704,0.0000035116216,0.0000038461762,0.0040296162],"genre_scores_gemma":[0.9781923,0.0003338148,0.01940939,0.0018072205,0.00023620807,0.0000030311742,8.5701276e-7,0.000009736667,0.0000074231857],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99501234,0.002074505,0.0021726973,0.00019983653,0.0002804534,0.00026016176],"domain_scores_gemma":[0.9900243,0.0065245163,0.0024945163,0.00028064073,0.00043558032,0.00024038901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041695656,0.000141225,0.0017528875,0.00016280873,0.000022087523,0.0000030122371,0.00023606868,0.00014910556,0.000083220526],"category_scores_gemma":[0.0019055456,0.00008267247,0.00034440003,0.00033866608,0.0012435695,0.0000651442,0.00007318859,0.0013281463,0.0000018179102],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021670181,0.0018190732,0.7008426,0.000017546306,0.00017665226,0.00042073126,0.0015455891,0.0000022258287,0.00010187045,0.000021997494,0.00042770637,0.29245695],"study_design_scores_gemma":[0.0048576863,0.04693367,0.9399323,0.00004657291,0.00020679877,0.0016297386,0.0041810814,0.000041458312,0.0000052475407,0.00025027455,0.0018504153,0.00006476189],"about_ca_topic_score_codex":0.0002788449,"about_ca_topic_score_gemma":0.00006324403,"teacher_disagreement_score":0.2923922,"about_ca_system_score_codex":0.00022975498,"about_ca_system_score_gemma":0.001903951,"threshold_uncertainty_score":0.5770209},"labels":[],"label_agreement":null},{"id":"W2312445493","doi":"10.1177/147323001204000237","title":"Ageing Challenges the Results of any Outcome Study: How to Address the Effects of Ageing on Activities of Daily Living","year":2012,"lang":"en","type":"article","venue":"Journal of International Medical Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"University of Bern","keywords":"Activities of daily living; Medicine; Gerontology; Ageing; Normative; Comorbidity; German; Physical therapy; Demography; Psychiatry; Internal medicine","score_opus":0.12246726895447711,"score_gpt":0.4426026934025062,"score_spread":0.32013542444802906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2312445493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9585609,0.0010115171,0.00002725226,0.037314,0.00079977396,0.00043367478,0.0000061215933,0.0000034778288,0.0018433075],"genre_scores_gemma":[0.99764216,0.0006400029,0.000065195454,0.00012901028,0.0009652813,0.0000123374575,4.3435438e-7,0.000016887878,0.00052868505],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99215025,0.0008481259,0.0008180003,0.0001308361,0.005713365,0.00033943093],"domain_scores_gemma":[0.978227,0.019514378,0.00051550486,0.00034876599,0.0011085677,0.0002857928],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01133655,0.00012201696,0.0004661999,0.0005033727,0.000066661414,0.000018823855,0.0009416831,0.00008997827,0.00006323737],"category_scores_gemma":[0.09590377,0.00006234107,0.00016603753,0.00025758345,0.00034931468,0.0001748243,0.00036488895,0.0012949442,0.0000024207834],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012668597,0.014474858,0.17897485,0.0047413446,0.0072192852,0.0024906446,0.20889963,0.000096813324,0.087225184,0.0028440661,0.027109591,0.45325515],"study_design_scores_gemma":[0.0034079636,0.0052018957,0.9356172,0.010087479,0.0000918517,0.00013730743,0.022813484,0.000094589865,0.020508908,0.000058085207,0.0018826607,0.000098542936],"about_ca_topic_score_codex":0.00012561577,"about_ca_topic_score_gemma":0.000068536945,"teacher_disagreement_score":0.7566424,"about_ca_system_score_codex":0.00015125053,"about_ca_system_score_gemma":0.0002222831,"threshold_uncertainty_score":0.9117118},"labels":[],"label_agreement":null},{"id":"W2315956156","doi":"10.1352/1934-9556-54.2.123","title":"Frailty as a Predictor of Institutionalization Among Adults With Intellectual and Developmental Disabilities","year":2016,"lang":"en","type":"article","venue":"Intellectual and developmental disabilities","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University; Queen's University","funders":"","keywords":"Institutionalisation; Gerontology; Cohort; Intellectual disability; Long-term care; Cohort study; Population; Retrospective cohort study; Medicine; Psychology; Psychiatry; Environmental health","score_opus":0.021379473957368608,"score_gpt":0.24089905542097634,"score_spread":0.21951958146360773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2315956156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830972,0.0002027924,0.0005948233,0.0002538344,0.00009017762,0.0007512492,0.000102608756,0.00011654746,0.0147907995],"genre_scores_gemma":[0.9888203,0.00025876728,0.0018261677,0.00011917183,0.000054590415,0.00012124583,0.00007250863,0.00003605141,0.00869121],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9977787,0.00005693464,0.0006417605,0.00059461716,0.0005416636,0.00038632468],"domain_scores_gemma":[0.9958014,0.0035043668,0.00006280472,0.00015453188,0.000211052,0.0002658648],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001322459,0.0004130716,0.0005021042,0.00017240243,0.00018350629,0.000038219478,0.0001144477,0.00015129636,0.0044282824],"category_scores_gemma":[0.01106373,0.00026367858,0.00006132349,0.00024520454,0.004043485,0.00042850827,0.0002220929,0.00014428335,0.00017065374],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059839664,0.0007461308,0.596753,0.0014184964,0.0005759503,0.000007908404,0.3552767,0.0000010003414,0.0023909374,0.0034994225,0.008189512,0.025156986],"study_design_scores_gemma":[0.015386017,0.005777675,0.2376877,0.009239627,0.0002528145,0.0026903742,0.6256482,0.00014573844,0.07262396,0.005500608,0.022692278,0.0023550268],"about_ca_topic_score_codex":0.0002031798,"about_ca_topic_score_gemma":0.0003082947,"teacher_disagreement_score":0.3590653,"about_ca_system_score_codex":0.00034470335,"about_ca_system_score_gemma":0.0004658677,"threshold_uncertainty_score":0.9999815},"labels":[],"label_agreement":null},{"id":"W2316002453","doi":"10.1016/s0735-1097(16)31989-1","title":"IMPACT OF FRAILTY ON LONGITUDINAL CHANGE IN DEPRESSIVE SYMPTOMATOLOGY BEFORE AND AFTER CARDIAC SURGERY","year":2016,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Depressive symptoms; Cardiology; Longitudinal study; Cardiac surgery; Depression (economics); Internal medicine; Psychiatry; Cognition; Pathology","score_opus":0.020670825853666197,"score_gpt":0.30238017354648156,"score_spread":0.28170934769281536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316002453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963483,0.0003991847,0.000017697657,0.0023762018,0.00032031132,0.0002171412,0.00022684742,0.0000029838418,0.000091339105],"genre_scores_gemma":[0.99920845,0.00031806433,0.00004014905,0.00009402053,0.0002831125,0.000011411644,4.22068e-7,0.00001679362,0.000027558584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983443,0.00039586905,0.0005943878,0.00015733721,0.00024298573,0.0002651137],"domain_scores_gemma":[0.997536,0.00083645846,0.00091540447,0.00035681474,0.0002474471,0.0001079011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037722045,0.0001683794,0.0017914373,0.00035277082,0.0000143887555,9.676711e-7,0.00015118996,0.00009039883,0.000011833147],"category_scores_gemma":[0.0005906241,0.000083624764,0.00070668367,0.00028012408,0.0008587815,0.00006543269,0.000089156725,0.00021056985,7.7607507e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020242906,0.000035455552,0.9895032,0.00002874641,0.0006814715,0.00033880948,0.00006399125,0.0000053812137,0.0008537935,0.000010106099,0.0017462507,0.004708503],"study_design_scores_gemma":[0.00094539736,0.0017537251,0.99342644,0.00044858237,0.00015232661,0.0025005005,0.00004547023,0.00000306084,0.00043918457,0.000070105314,0.0001435871,0.00007160018],"about_ca_topic_score_codex":0.000083137835,"about_ca_topic_score_gemma":0.00003358705,"teacher_disagreement_score":0.004636903,"about_ca_system_score_codex":0.00013908738,"about_ca_system_score_gemma":0.00022049257,"threshold_uncertainty_score":0.34101188},"labels":[],"label_agreement":null},{"id":"W2316849876","doi":"10.1017/cem.2016.14","title":"Paramedics assessing Elders at Risk for Independence Loss (PERIL): Derivation, Reliability and Comparative Effectiveness of a Clinical Prediction Rule","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Humber River Regional Hospital; University of Alberta; St. Michael's Hospital; Ottawa Hospital; Baycrest Hospital; University of Ottawa; Sunnybrook Hospital; University of Toronto; Ontario Stroke Network; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; University of Toronto; Government of Canada","keywords":"Proxy (statistics); Checklist; Medicine; Logistic regression; Reliability (semiconductor); Scoring rule; Emergency department; Clinical prediction rule; Statistics; Psychology; Psychiatry; Internal medicine","score_opus":0.13441395261651726,"score_gpt":0.4178469224129366,"score_spread":0.2834329697964193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2316849876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796324,0.0009813678,0.0123192975,0.002168611,0.0039770463,0.0005672587,0.0000743381,0.000007260145,0.00027246482],"genre_scores_gemma":[0.9975991,0.00079211674,0.00072365074,0.000038454724,0.0006929818,0.000011262701,0.000011318562,0.000015191767,0.00011588011],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997024,0.00038684852,0.0015774978,0.00027827622,0.0004429564,0.00029044115],"domain_scores_gemma":[0.9947348,0.0015708946,0.00097527186,0.00027369877,0.001544027,0.0009012878],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0042017596,0.00018366527,0.00087515643,0.00021870171,0.00014153022,0.0000028065865,0.0001332825,0.0002042793,0.00042088606],"category_scores_gemma":[0.012647603,0.00011835391,0.00014809505,0.0002395607,0.00074360904,0.0002549508,0.000014290942,0.00034600042,0.0000012329502],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006436325,0.0000494185,0.98596966,0.0003579386,0.00019264258,0.000020020409,0.0007791646,0.000017836297,0.0016843311,0.000057493027,0.0051512797,0.005076598],"study_design_scores_gemma":[0.0068635857,0.0024084297,0.9776427,0.0030337672,0.00045855943,0.00010779763,0.0005602027,0.00022228,0.0012605272,0.0016535404,0.0056479936,0.0001406009],"about_ca_topic_score_codex":0.0014665424,"about_ca_topic_score_gemma":0.0025830064,"teacher_disagreement_score":0.017966786,"about_ca_system_score_codex":0.0002671297,"about_ca_system_score_gemma":0.0012394589,"threshold_uncertainty_score":0.9956693},"labels":[],"label_agreement":null},{"id":"W2317988429","doi":"10.1016/j.cjca.2013.07.353","title":"Hospital Discharge After CABG: Why Don't Patients Go Home on Day 5?","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Emergency medicine","score_opus":0.005971461776655822,"score_gpt":0.20338305198935155,"score_spread":0.19741159021269572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317988429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98137,0.00031324054,0.00010476888,0.008919738,0.0028775744,0.0003265168,0.000061885905,0.00000697818,0.0060193418],"genre_scores_gemma":[0.99550635,0.000018754186,0.00006622818,0.0022181517,0.0014283701,0.000015260373,0.000017923981,0.000030517234,0.00069845276],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986179,0.00011030556,0.00038291424,0.00017509049,0.00020027462,0.0005135362],"domain_scores_gemma":[0.99793446,0.000065517255,0.0001405636,0.00029311312,0.0004281715,0.0011381581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015754893,0.00018118203,0.0005516509,0.00031909626,0.00004895729,0.000025570504,0.00018194047,0.00017570067,0.0005012421],"category_scores_gemma":[0.00032614026,0.00014222028,0.00024539244,0.00009939565,0.00016807474,0.00015388509,0.000013455788,0.0004681595,0.0003679897],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003894217,0.000009922661,0.6614811,0.000015445868,0.0002080138,0.0003435538,0.00040083777,0.000021655362,0.000024101573,0.000026219566,0.3319398,0.0054904427],"study_design_scores_gemma":[0.0016079214,0.0013324452,0.7944807,0.00009516312,0.00006654234,0.0002024897,0.00006325747,0.0000020979298,0.000022478065,0.00013031538,0.20184906,0.00014758002],"about_ca_topic_score_codex":0.0011618352,"about_ca_topic_score_gemma":0.0009080019,"teacher_disagreement_score":0.13299958,"about_ca_system_score_codex":0.0002879303,"about_ca_system_score_gemma":0.00045958327,"threshold_uncertainty_score":0.5799574},"labels":[],"label_agreement":null},{"id":"W2319700527","doi":"10.1097/sla.0000000000001126","title":"The Impact of Nonelective Abdominal Surgery on the Residential Status of Older Adult Patients","year":2015,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Activities of daily living; Logistic regression; Abdominal surgery; Surgery; Emergency medicine; Physical therapy; Internal medicine","score_opus":0.156135998087189,"score_gpt":0.3686537094816239,"score_spread":0.2125177113944349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2319700527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99653494,0.00036748662,0.0000042907186,0.0014032545,0.00032625874,0.0003260841,0.0000994201,0.000010583026,0.0009276928],"genre_scores_gemma":[0.9989543,0.0005252305,0.0000066381635,0.00018996242,0.00010516823,0.0000134574375,0.000027554122,0.000026247653,0.00015142292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973639,0.00025493125,0.00080975704,0.0001937663,0.0008688353,0.00050876365],"domain_scores_gemma":[0.9912579,0.005035901,0.0006811354,0.0005640034,0.0022522246,0.00020885737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013481837,0.00019381367,0.00067236635,0.00021593258,0.000053422413,0.000009573214,0.00012879715,0.00009129969,0.000057107183],"category_scores_gemma":[0.0078097433,0.00010484028,0.00060915924,0.00040698267,0.0003528285,0.000110433015,0.000048660037,0.00020055195,0.000011850332],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003881719,0.00069685536,0.5794872,0.000084669955,0.00050795416,0.000011898188,0.0010438592,0.000017473349,0.00034871613,0.000035576188,0.40177193,0.012112153],"study_design_scores_gemma":[0.00059729314,0.00044787847,0.9573623,0.0006124879,0.000047522615,0.000004880081,0.00039706338,0.000028542016,0.03998243,0.00025758627,0.00014789883,0.00011411968],"about_ca_topic_score_codex":0.002759472,"about_ca_topic_score_gemma":0.000037889768,"teacher_disagreement_score":0.40162402,"about_ca_system_score_codex":0.00004661973,"about_ca_system_score_gemma":0.0007915137,"threshold_uncertainty_score":0.93495566},"labels":[],"label_agreement":null},{"id":"W2320761214","doi":"10.1016/j.jgo.2016.12.006","title":"Assessment of older patients with cancer: Edmonton Frail Scale (EFS) as a predictor of adverse outcomes in older patients undergoing radiotherapy","year":2016,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radiation therapy; Adverse effect; Cancer; Internal medicine; Scale (ratio); Gerontology; Oncology; Intensive care medicine","score_opus":0.006370128220037475,"score_gpt":0.3019063985546403,"score_spread":0.29553627033460284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2320761214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960534,0.00023241113,0.00035176956,0.0013259329,0.0008545634,0.0007212323,0.000036414884,0.000008408829,0.0004158932],"genre_scores_gemma":[0.9944481,0.0006743292,0.0040385905,0.00020520778,0.000180258,0.000017230293,0.0000038698345,0.000038520568,0.00039385923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99707013,0.00018747174,0.0013388277,0.000237459,0.00082172384,0.00034437428],"domain_scores_gemma":[0.99643373,0.0005428153,0.001773843,0.0002751049,0.0007722359,0.00020225516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037046793,0.00024341966,0.0012514982,0.00056167034,0.000024020177,0.0000026085393,0.0002115332,0.00022849723,0.0005443067],"category_scores_gemma":[0.00021744528,0.00014504245,0.0002014669,0.00034317194,0.00013574323,0.00024758474,0.000043770582,0.00027887253,0.000001624178],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011995501,0.0029775142,0.9792449,0.0001583308,0.000382549,0.000030317762,0.00076952914,0.000032146654,0.00063660654,0.000004806583,0.0009412159,0.013622564],"study_design_scores_gemma":[0.042788308,0.008503847,0.9465234,0.0007455047,0.00023496094,0.000017347134,0.00012312227,0.000010527637,0.00022064756,0.00001791431,0.0006771185,0.00013726873],"about_ca_topic_score_codex":0.0001615328,"about_ca_topic_score_gemma":0.00031227357,"teacher_disagreement_score":0.04158876,"about_ca_system_score_codex":0.0013094258,"about_ca_system_score_gemma":0.0015968551,"threshold_uncertainty_score":0.59597766},"labels":[],"label_agreement":null},{"id":"W2321399289","doi":"10.1016/j.cjca.2016.03.019","title":"Geriatric Cardiology: An Emerging Discipline","year":2016,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Medicine; Geriatrics; Demographics; Geriatric care; Clinical Practice; Cardiology; Internal medicine; Disease; Intensive care medicine; Family medicine; Nursing; Psychiatry","score_opus":0.05049377793326099,"score_gpt":0.3482345620399822,"score_spread":0.2977407841067212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2321399289","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000022381422,0.9861951,0.00080084015,0.00073351676,0.003965617,0.00042853274,0.00020078685,0.000015699834,0.0076375087],"genre_scores_gemma":[0.0008848402,0.9826022,0.00018355563,0.00007916113,0.015179424,0.000014513247,0.00008814878,0.00011360702,0.0008545977],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964321,0.0006697922,0.0013808253,0.0004289053,0.00020811944,0.0008802528],"domain_scores_gemma":[0.99583006,0.00024482553,0.00081643206,0.000786338,0.00043512593,0.0018872025],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009258062,0.00054067245,0.005276826,0.0015235107,0.000119515564,0.000021750096,0.0006009442,0.00089591293,0.00012459328],"category_scores_gemma":[0.0006755621,0.00035938647,0.001708355,0.00036677637,0.00035028756,0.00012079264,0.00004224261,0.0011519184,0.00012388392],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014544445,0.0000012158738,0.00029763972,0.0015673696,0.0014191204,0.0037761647,0.000037090762,0.000012210989,8.137894e-7,0.000042442138,0.039302908,0.95352846],"study_design_scores_gemma":[0.00063646166,0.0004735852,0.0003041751,0.0050859977,0.0023532512,0.028217023,0.000024452473,3.990351e-7,1.0788803e-7,0.00008077887,0.96249735,0.00032642903],"about_ca_topic_score_codex":0.00013274612,"about_ca_topic_score_gemma":0.0003391469,"teacher_disagreement_score":0.95320207,"about_ca_system_score_codex":0.0008255952,"about_ca_system_score_gemma":0.0072982037,"threshold_uncertainty_score":0.9998858},"labels":[],"label_agreement":null},{"id":"W2324371358","doi":"10.1016/j.jcjd.2013.03.389","title":"Obesity and The Use of Hospital Services Among Older Canadians","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Overweight; Obesity; Body mass index; Demography; Odds; Gerontology; Odds ratio; Population; Health care; Pediatrics; Environmental health; Logistic regression; Internal medicine","score_opus":0.007574241224046259,"score_gpt":0.18725771033349922,"score_spread":0.17968346910945296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2324371358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911462,0.00091013615,0.0000010440741,0.0072344644,0.00024405705,0.00027504863,0.000023354702,0.0000027226904,0.0001629711],"genre_scores_gemma":[0.9982975,0.000012878754,0.00017360736,0.0010877766,0.00011542735,0.000003437601,0.0000023877103,0.000014868338,0.00029212396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990999,0.000045779507,0.00030836,0.00008580577,0.00015064987,0.00030951225],"domain_scores_gemma":[0.9981744,0.00017336344,0.00020295256,0.00019259595,0.00038541478,0.00087126065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001495451,0.00011325245,0.00033168402,0.00017268064,0.000076112345,0.00007518528,0.00015070708,0.000069762515,0.00024830134],"category_scores_gemma":[0.00021919292,0.00007526097,0.00008931266,0.000120293626,0.0004491804,0.00034499558,0.000010092251,0.0002197569,0.0000057175134],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011036294,0.000011262727,0.98922855,0.00008138884,0.00012257547,0.00001433675,0.0018665848,0.00000571043,0.000023771561,0.000034073742,0.007204471,0.0014061955],"study_design_scores_gemma":[0.0012743172,0.00015912995,0.99552417,0.0004067503,0.00011816289,0.0000085930415,0.00055833673,0.0002013248,0.00013629961,0.00013594901,0.0013932806,0.00008366682],"about_ca_topic_score_codex":0.17065454,"about_ca_topic_score_gemma":0.2989706,"teacher_disagreement_score":0.12831607,"about_ca_system_score_codex":0.000071760456,"about_ca_system_score_gemma":0.000483204,"threshold_uncertainty_score":0.83486813},"labels":[],"label_agreement":null},{"id":"W2325363165","doi":"10.5770/cgj.19.232","title":"Defining Functional Decline, Characteristics of Admitted Older Adults and Comparing Alternate Versions of the MoCA","year":2016,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology","score_opus":0.014547040127333143,"score_gpt":0.22968854021976495,"score_spread":0.2151415000924318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325363165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949213,0.0003494521,0.00022761273,0.0030206132,0.0008724625,0.00011462613,0.00008720019,0.0000051078673,0.00040157023],"genre_scores_gemma":[0.9987301,0.00018737475,0.00034163962,0.00025678898,0.00020870031,0.0000010963959,0.0000057823886,0.000016273752,0.00025221598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988688,0.00003498544,0.000432841,0.00012472461,0.0002838009,0.00025483128],"domain_scores_gemma":[0.99853456,0.00012211615,0.00032182914,0.00019457343,0.00036564868,0.00046128166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021206235,0.00011058913,0.0002602577,0.00025989633,0.00013027898,0.0000147313585,0.0001403197,0.00007814388,0.00013242412],"category_scores_gemma":[0.0006135803,0.00007122664,0.00009069185,0.00021134492,0.00009948192,0.00007167469,0.000054986416,0.0002348233,0.0000057605585],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017315842,0.000032179218,0.97853667,0.000074321164,0.00009812097,0.000049866394,0.0003201972,0.0000040237333,0.0007963734,0.00027499025,0.0046150708,0.015025005],"study_design_scores_gemma":[0.0028920458,0.00006834965,0.9930334,0.00064687646,0.00011228398,0.0007979761,0.00008204022,0.00024188956,0.00042636966,0.00007253425,0.0015292625,0.000096975025],"about_ca_topic_score_codex":0.001956432,"about_ca_topic_score_gemma":0.0041582435,"teacher_disagreement_score":0.01492803,"about_ca_system_score_codex":0.00016125444,"about_ca_system_score_gemma":0.0008038074,"threshold_uncertainty_score":0.29575527},"labels":[],"label_agreement":null},{"id":"W2325461135","doi":"10.5015/utmj.v88i1.1279","title":"National Geriatrics Interest Group (NGIG) is welcoming new members from across Canada","year":2010,"lang":"en","type":"article","venue":"University of Toronto Medical Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geriatrics; Curriculum; Medical education; Interest group; Demographics; Medicine; Gerontology; Family medicine; Psychology; Political science; Sociology; Pedagogy","score_opus":0.014263703953231411,"score_gpt":0.25403984608514596,"score_spread":0.23977614213191456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2325461135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.967464,0.00032422796,0.0013420137,0.02067052,0.0027275574,0.00010499372,0.00010579721,0.000025387419,0.0072354833],"genre_scores_gemma":[0.9868999,0.00022871654,0.007010568,0.0014560263,0.0016114009,3.005253e-8,0.00002902817,0.0000149688,0.0027493546],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794054,0.00003110692,0.00024436114,0.00017908573,0.0013318508,0.00027303962],"domain_scores_gemma":[0.9981833,0.00018769907,0.0001829859,0.00015343478,0.00025194604,0.0010406432],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031587033,0.00012552821,0.00027310196,0.000018321256,0.00017011576,0.000017006872,0.00041681473,0.00020264977,0.024951639],"category_scores_gemma":[0.00061394967,0.00012779215,0.00012480319,0.00004184149,0.00014716017,0.00023204419,0.00013656443,0.00080240273,0.0000074445275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005535097,0.00022850359,0.012346019,0.000040608076,0.00052595517,0.001543019,0.006259186,0.0000023195057,0.0018206906,0.00017971394,0.8738052,0.10269525],"study_design_scores_gemma":[0.008836424,0.00018184575,0.10569147,0.00035531202,0.00018445287,0.0009935339,0.006207704,0.0010131495,0.00029231055,0.00015815935,0.8757391,0.00034655817],"about_ca_topic_score_codex":0.8471886,"about_ca_topic_score_gemma":0.9821614,"teacher_disagreement_score":0.13497283,"about_ca_system_score_codex":0.00075331423,"about_ca_system_score_gemma":0.0022020347,"threshold_uncertainty_score":0.9759397},"labels":[],"label_agreement":null},{"id":"W2327191452","doi":"","title":"Adapter la formation aux besoins: Préconiser une expérience de résidence obligatoire en médecine familiale dans les soins communautaires aux aînés fragiles","year":2014,"lang":"fr","type":"article","venue":"PubMed Central","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia Hospital; Musée de la Civilisation","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.02684791866070555,"score_gpt":0.27427761023871855,"score_spread":0.247429691578013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2327191452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93382657,0.004849521,0.020018747,0.030348167,0.0030151778,0.0015927359,0.00014744616,0.0003253079,0.0058763144],"genre_scores_gemma":[0.98723465,0.0015718754,0.0013078491,0.0013516892,0.0020366162,0.0004033076,0.00015350753,0.000108299566,0.0058322055],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9931287,0.0007653618,0.0010520212,0.00068731705,0.00092565047,0.0034409445],"domain_scores_gemma":[0.9959526,0.001004114,0.00033997634,0.0011270014,0.00020356991,0.0013727474],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014065152,0.0006978038,0.0007700913,0.00017604213,0.0005769214,0.00020190368,0.0009142128,0.0005864782,0.00020941296],"category_scores_gemma":[0.0026602612,0.00069475186,0.00028226367,0.0004955661,0.001266501,0.0015434297,0.00032125117,0.0011089157,0.00015261288],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033146096,0.0012724071,0.36031935,0.001495728,0.000267231,0.0002921424,0.076577,0.0019275713,0.0033566218,0.033723988,0.016884552,0.50355196],"study_design_scores_gemma":[0.0037080355,0.00028219368,0.8710463,0.0019827154,0.00032037467,0.00046820097,0.005786307,0.021647388,0.0077785696,0.003209142,0.083041504,0.0007292707],"about_ca_topic_score_codex":0.010464379,"about_ca_topic_score_gemma":0.013880521,"teacher_disagreement_score":0.5107269,"about_ca_system_score_codex":0.0014538912,"about_ca_system_score_gemma":0.0014291572,"threshold_uncertainty_score":0.99955034},"labels":[],"label_agreement":null},{"id":"W2330086447","doi":"10.1016/j.jgo.2013.09.118","title":"Geriatric assessment in older cancer patients: InternationalSociety of Geriatric Oncology (SIOG) recommendations","year":2013,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Calgary","funders":"","keywords":"Medicine; Geriatric oncology; Cancer; Geriatric care; Incidence (geometry); Oncology; Intensive care medicine; Population; Cancer incidence; Family medicine; Gerontology; Internal medicine; Nursing; Environmental health","score_opus":0.01658550326109603,"score_gpt":0.3652001585804029,"score_spread":0.34861465531930685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330086447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9533594,0.0010932266,0.00050286955,0.031741336,0.0048956787,0.0014992919,0.000042224776,0.000023785584,0.006842138],"genre_scores_gemma":[0.9716486,0.0043548117,0.01981839,0.0012667826,0.0013658279,0.00016555158,0.000047388523,0.00005322069,0.0012794796],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99565226,0.00045714638,0.0024314413,0.00033262352,0.0006365312,0.0004900049],"domain_scores_gemma":[0.9941439,0.00095749035,0.00245919,0.0002813188,0.0018679198,0.00029015733],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010890764,0.0002968517,0.0012961105,0.0012634492,0.00006289671,0.000022262066,0.00040299565,0.0004744459,0.006245361],"category_scores_gemma":[0.00059759675,0.00025383715,0.0004003935,0.0013136228,0.00010984435,0.00044059788,0.00016244897,0.0010491328,0.000050449657],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005938862,0.010427911,0.36063856,0.00035101865,0.0009065762,0.00011953293,0.002498786,0.00025485127,0.0035342746,0.0001631463,0.37304354,0.24746792],"study_design_scores_gemma":[0.014849227,0.0047791796,0.906103,0.00015940412,0.0004527911,0.00023712944,0.0007105997,0.0003144863,0.00014184095,0.00037284082,0.07159406,0.00028540508],"about_ca_topic_score_codex":0.0006636643,"about_ca_topic_score_gemma":0.00013845273,"teacher_disagreement_score":0.54546446,"about_ca_system_score_codex":0.0032285503,"about_ca_system_score_gemma":0.0027138046,"threshold_uncertainty_score":0.99999136},"labels":[],"label_agreement":null},{"id":"W2330693560","doi":"10.1097/00042752-200110000-00016","title":"Physical Activity and Risk of Cognitive Decline and Dementia in Older Men and Women","year":2001,"lang":"en","type":"article","venue":"Clinical Journal of Sport Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dementia; Gerontology; Cognitive decline; Cognition; Psychiatry; Disease; Internal medicine","score_opus":0.03180932318684331,"score_gpt":0.3805487744943925,"score_spread":0.3487394513075492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330693560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99566686,0.0012353482,0.000050179497,0.002412972,0.000087921275,0.00022105758,0.000003211269,0.000004393615,0.00031805737],"genre_scores_gemma":[0.9854548,0.013458438,0.00014951569,0.00032106455,0.0005226041,0.0000018396349,0.000001967845,0.000013337746,0.00007646391],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823976,0.000049171416,0.0008934572,0.00022056082,0.00038669223,0.00021035278],"domain_scores_gemma":[0.9977421,0.0008002814,0.00066518254,0.00011507605,0.00022489403,0.00045247516],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019948792,0.00015800088,0.0011332975,0.000155754,0.000021743655,0.0000035835667,0.00005574729,0.00010970843,0.000062847306],"category_scores_gemma":[0.0013209827,0.000107313856,0.000057558085,0.00015955891,0.00080765097,0.00011700859,0.000079384125,0.0006828499,4.821082e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020188391,0.0007333958,0.91341144,0.0000686744,0.0002911813,0.00043365627,0.0012692102,1.6207622e-7,0.00015505866,0.0000037954846,0.00014727726,0.08146732],"study_design_scores_gemma":[0.015818855,0.0032182226,0.97629696,0.0012890666,0.0007017176,0.0006354299,0.0012083927,0.00015237149,0.000074576696,0.0002726901,0.00024812558,0.000083585124],"about_ca_topic_score_codex":0.0000697333,"about_ca_topic_score_gemma":0.000019271321,"teacher_disagreement_score":0.081383735,"about_ca_system_score_codex":0.000021239146,"about_ca_system_score_gemma":0.00006864026,"threshold_uncertainty_score":0.4376132},"labels":[],"label_agreement":null},{"id":"W2334940684","doi":"10.5770/cgj.19.195","title":"Characteristics of Older Adults Admitted to Hospital versus Those Discharged Home, in Emergency Department Patients Referred to Internal Medicine","year":2015,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University; Greenfield Research (Canada); Nova Scotia Health Authority; Capital District Health Authority","funders":"Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Medicine; Emergency department; Medical record; Delirium; Emergency medicine; Activities of daily living; Geriatrics; Medical emergency; Physical therapy; Intensive care medicine; Internal medicine; Nursing; Psychiatry","score_opus":0.020513012254053022,"score_gpt":0.2789231171225462,"score_spread":0.2584101048684932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334940684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831949,0.0002278994,0.00009423491,0.006406976,0.008495327,0.0008544499,0.00022280803,0.000014357111,0.0004890593],"genre_scores_gemma":[0.99737686,0.0001507159,0.0006271334,0.00036403528,0.0009357515,0.000026016653,0.00015404056,0.000053486398,0.00031194722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968871,0.00007912405,0.0011591279,0.00035202378,0.0007878158,0.00073481584],"domain_scores_gemma":[0.9942618,0.000046906705,0.00033282593,0.00037824782,0.0010811674,0.0038990497],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004623894,0.00030755115,0.0006129691,0.0012782041,0.00005953834,0.000023145569,0.00035126883,0.00014519898,0.00037951602],"category_scores_gemma":[0.0032016577,0.00027809842,0.00009946372,0.0009960554,0.000032508226,0.00013700097,0.00007263381,0.0004950075,0.00007729161],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032242304,0.0005142407,0.78583896,0.000095520336,0.00014872018,0.0007023765,0.010981979,0.000007730378,0.000035659486,0.00001590737,0.17064475,0.027789922],"study_design_scores_gemma":[0.011439699,0.003099482,0.9732264,0.0006072043,0.000096905234,0.00004463918,0.00059551833,0.000027364715,0.000034700643,0.000019874611,0.010470802,0.00033740766],"about_ca_topic_score_codex":0.007283426,"about_ca_topic_score_gemma":0.022791458,"teacher_disagreement_score":0.18738744,"about_ca_system_score_codex":0.0014262616,"about_ca_system_score_gemma":0.00096578157,"threshold_uncertainty_score":0.9999671},"labels":[],"label_agreement":null},{"id":"W2335516805","doi":"10.1097/tgr.0b013e3181bdd70c","title":"A Community-Based Physical Maintenance Program for Frail Older Adults","year":2009,"lang":"en","type":"article","venue":"Topics in Geriatric Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Gerontology; Medicine; Quality of life (healthcare); Physical therapy; Nursing","score_opus":0.012679399396243097,"score_gpt":0.3136005451561054,"score_spread":0.30092114575986234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2335516805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97594094,0.00003847753,0.0014689091,0.018240228,0.00016602813,0.003205058,0.000008064768,0.00016818993,0.0007641254],"genre_scores_gemma":[0.9317398,0.0000024995745,0.06638663,0.0006270142,0.000297031,0.00048784664,0.00010075092,0.000017171711,0.00034127376],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998706,0.00014690588,0.00036617558,0.0002582419,0.00022526947,0.00029743314],"domain_scores_gemma":[0.99844277,0.00063839846,0.000094525254,0.0005017376,0.00024589474,0.0000766886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040269364,0.00016163645,0.00031226408,0.00017377002,0.00007648652,0.000018815832,0.00012854453,0.000120075405,0.0000087396875],"category_scores_gemma":[0.0014352062,0.00015017058,0.00015256986,0.00046374885,0.00007236392,0.0000918395,0.000012534887,0.00036161757,0.0000080378295],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015148812,0.008868903,0.0126741445,0.001997123,0.000019239413,0.0000074843824,0.014894075,0.00018121736,0.0003665674,0.002723236,0.00903507,0.9477181],"study_design_scores_gemma":[0.013551102,0.010712765,0.9268793,0.0007344912,0.000064191416,0.000005686158,0.0009992893,0.014018648,0.00026164373,0.015803153,0.016590502,0.00037926107],"about_ca_topic_score_codex":0.000052778883,"about_ca_topic_score_gemma":0.00002421364,"teacher_disagreement_score":0.9473388,"about_ca_system_score_codex":0.00021129572,"about_ca_system_score_gemma":0.00009139086,"threshold_uncertainty_score":0.6123779},"labels":[],"label_agreement":null},{"id":"W2336180005","doi":"10.1093/ageing/afw054","title":"A frailty index based on laboratory deficits in community-dwelling men predicted their risk of adverse health outcomes","year":2016,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"QEII Foundation; Health Sciences Centre Foundation","keywords":"Medicine; Adverse effect; Institutionalisation; Gerontology; Emergency medicine; Blood pressure; Physical therapy; Internal medicine; Psychiatry","score_opus":0.02296714856462823,"score_gpt":0.27614319870240905,"score_spread":0.25317605013778083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2336180005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99683034,0.000115387236,0.00068767206,0.00095317746,0.000035810575,0.000310605,0.0001050774,0.000055818567,0.00090612273],"genre_scores_gemma":[0.9985033,0.0001361483,0.00021989518,0.0009654961,0.000021354414,0.000008806752,0.000015013504,0.00002025925,0.00010969117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987171,0.00036548762,0.00033322067,0.00016017392,0.00018467715,0.00023930293],"domain_scores_gemma":[0.9984892,0.00079888577,0.00016250266,0.000385798,0.000049962557,0.00011366774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062337046,0.0001538938,0.00038908154,0.00017764716,0.00010818759,0.0000038535554,0.000089674664,0.000084125044,0.000026913682],"category_scores_gemma":[0.00040843553,0.00009768259,0.000047386253,0.0002024576,0.00008053659,0.000077496705,0.00004265643,0.00040642417,0.0000027097888],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021864682,0.00034470353,0.9452741,0.00034174585,0.00007447185,0.0005773686,0.005087137,0.000104218016,0.0018544641,0.00001615041,0.0002020311,0.045904923],"study_design_scores_gemma":[0.0038908066,0.00036634365,0.9903868,0.0018864329,0.000019603945,0.000001220367,0.00093575625,0.0014729553,0.0004563913,0.000075692915,0.00040170515,0.000106326785],"about_ca_topic_score_codex":0.0014416366,"about_ca_topic_score_gemma":0.0007518696,"teacher_disagreement_score":0.045798596,"about_ca_system_score_codex":0.00006706359,"about_ca_system_score_gemma":0.000096060314,"threshold_uncertainty_score":0.39833805},"labels":[],"label_agreement":null},{"id":"W2337636186","doi":"10.19144/1911-1606.9.1.1","title":"Acute Care SINS: Chapter 6: Colon","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Canadian Society for the History of Medicine","funders":"","keywords":"Medicine; Cover (algebra); General surgery; Focus (optics); Surgery; Engineering","score_opus":0.015828289936878084,"score_gpt":0.27510011695269476,"score_spread":0.2592718270158167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2337636186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89317876,0.0040048473,0.0012469278,0.040223442,0.0049124137,0.0002460545,0.000021942444,0.0000190171,0.056146573],"genre_scores_gemma":[0.9816225,0.00007647155,0.0010286127,0.0065114847,0.0036416224,0.0000014174343,0.000010802779,0.000035384543,0.0070716706],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844325,0.000041047155,0.00059684087,0.00016442823,0.00037689807,0.00037753742],"domain_scores_gemma":[0.99723375,0.000043331336,0.0002602712,0.00024963217,0.0006813927,0.0015316169],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024226109,0.00020584262,0.0005433818,0.0004930197,0.00006769291,0.00001839709,0.0002781366,0.00010691815,0.0012383631],"category_scores_gemma":[0.0004067908,0.00015042305,0.00014540344,0.000113092065,0.00027113798,0.000098631455,0.000013616518,0.0005034895,0.000048547736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016151974,0.00008117064,0.07241982,0.0004300409,0.0023056995,0.017855773,0.019058893,0.00011537464,0.070345975,0.006649005,0.4805402,0.32858285],"study_design_scores_gemma":[0.0104505075,0.010874465,0.02830475,0.00404366,0.0009721978,0.01836463,0.0010664801,0.00052067905,0.009604952,0.00055706786,0.91477656,0.000464073],"about_ca_topic_score_codex":0.0078038485,"about_ca_topic_score_gemma":0.01449762,"teacher_disagreement_score":0.43423635,"about_ca_system_score_codex":0.0003174299,"about_ca_system_score_gemma":0.000389787,"threshold_uncertainty_score":0.9996746},"labels":[],"label_agreement":null},{"id":"W2338552334","doi":"10.1097/ccm.0000000000001762","title":"Predicting Performance Status 1 Year After Critical Illness in Patients 80 Years or Older: Development of a Multivariable Clinical Prediction Model","year":2016,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; University of Alberta; University of British Columbia; St. Paul's Hospital; McMaster University; Kingston General Hospital; University of Manitoba; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Multivariable calculus; Critical illness; Intensive care medicine; Severity of illness; Internal medicine; Critically ill","score_opus":0.030780834346143614,"score_gpt":0.34191689100363903,"score_spread":0.31113605665749544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2338552334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99375695,0.00016093644,0.003094036,0.0008772765,0.0007867327,0.00055626576,0.00009140312,0.00008348178,0.00059294596],"genre_scores_gemma":[0.9915291,0.000040898674,0.0075023375,0.00027241584,0.00030204467,0.000102735605,0.000043115208,0.000048158923,0.00015920012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964643,0.00010059344,0.0012947236,0.00055844086,0.0008978571,0.00068408524],"domain_scores_gemma":[0.9972878,0.00097295124,0.0000625975,0.00041954234,0.0007496699,0.00050740625],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00055340846,0.0002516789,0.00067297654,0.00019427115,0.000056355497,0.000005912771,0.00012906406,0.00027885227,0.0005104347],"category_scores_gemma":[0.009946551,0.00016191488,0.000067063265,0.00022954159,0.0007979755,0.00021402154,0.00012508642,0.00041392626,0.0000305957],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017931054,0.0005168003,0.93441486,0.0010211465,0.00002772324,0.000039179195,0.0044780867,0.0000034722166,0.00009739768,0.00006393644,0.00034552373,0.057198774],"study_design_scores_gemma":[0.011451893,0.0018472426,0.9741785,0.0062102154,0.00017981803,0.000008121229,0.0019367036,0.0030103351,0.0004046722,0.000034103563,0.00048804824,0.00025037397],"about_ca_topic_score_codex":0.000018878947,"about_ca_topic_score_gemma":0.000015894097,"teacher_disagreement_score":0.0569484,"about_ca_system_score_codex":0.0003111984,"about_ca_system_score_gemma":0.0004541433,"threshold_uncertainty_score":0.9983931},"labels":[],"label_agreement":null},{"id":"W2339130213","doi":"10.1016/j.cjca.2016.03.020","title":"Conceptual Models of Frailty: Accumulation of Deficits","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Frailty Index; Medicine; Gerontology; Index (typography)","score_opus":0.10961445189088152,"score_gpt":0.31597217137933936,"score_spread":0.20635771948845782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339130213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9650705,0.00091484445,0.022884471,0.0018382652,0.0005222628,0.00013233203,0.00007610374,0.000003406598,0.008557846],"genre_scores_gemma":[0.9989519,0.00004215632,0.00040710656,0.00008489575,0.00033295745,6.4718523e-7,0.0000024663175,0.000011784925,0.00016607487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989512,0.000083969186,0.0005265405,0.00008477011,0.00014522231,0.00020828277],"domain_scores_gemma":[0.9983561,0.0001780821,0.0003197354,0.00018844931,0.0006190441,0.0003386074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025277468,0.00008593374,0.00059885194,0.00028178378,0.00001507307,0.0000013219956,0.000111260655,0.00014896948,0.000058685266],"category_scores_gemma":[0.0005537301,0.000060386494,0.00018748264,0.0000895781,0.00038121882,0.00009905458,0.0000071929494,0.00011848479,0.000004079304],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014598749,0.000030124815,0.518622,0.0002679203,0.0030062841,0.0009450687,0.0058172736,0.04052601,0.13911387,0.049441256,0.07887339,0.16189694],"study_design_scores_gemma":[0.028983438,0.008598885,0.66681385,0.0034966872,0.0016960155,0.008384604,0.0025987262,0.0006303739,0.04941314,0.025467744,0.20290098,0.0010155481],"about_ca_topic_score_codex":0.00045927698,"about_ca_topic_score_gemma":0.00057876925,"teacher_disagreement_score":0.1608814,"about_ca_system_score_codex":0.00011125328,"about_ca_system_score_gemma":0.0012281005,"threshold_uncertainty_score":0.24624898},"labels":[],"label_agreement":null},{"id":"W2340002266","doi":"10.14283/jfa.2014.32","title":"HOW DO COMMUNITY PHYSICAL AND OCCUPATIONAL THERAPISTS CLASSIFY FRAILTY? A PILOT STUDY","year":2014,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Medicine; Gerontology; Context (archaeology); Health care; Physical therapist; Occupational therapy; Perception; Physical therapy; Psychology","score_opus":0.08509028034142968,"score_gpt":0.34217964348801033,"score_spread":0.25708936314658065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340002266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987983,0.0002991996,0.0016571782,0.008863627,0.00018316318,0.00031158945,0.0000043265177,0.000030393061,0.00066755904],"genre_scores_gemma":[0.9975938,0.000029202069,0.00042486767,0.0007912383,0.00081210065,0.0000034287289,0.0000023918062,0.00003263697,0.00031029384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974278,0.0009971785,0.00038648027,0.00012797747,0.0007804178,0.00028013412],"domain_scores_gemma":[0.9972994,0.0012076822,0.00041182406,0.0005646598,0.0003137148,0.00020276218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019867914,0.00024135184,0.00051417854,0.0001351356,0.00039565618,0.0001266278,0.00040467316,0.000039783252,0.000023688837],"category_scores_gemma":[0.00057776377,0.00015038325,0.00009884371,0.0001957987,0.00026039692,0.00028823895,0.00014246415,0.0015222548,0.0000068856552],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006501203,0.012588752,0.43889442,0.0004582431,0.0027236016,0.00015748617,0.12060242,0.00015763735,0.10608211,0.00089928776,0.011979038,0.2989558],"study_design_scores_gemma":[0.006332485,0.0074975863,0.9744352,0.00040043046,0.00038343287,0.0007471355,0.00464405,0.0007262729,0.0006333417,0.0020067557,0.0019653644,0.0002279125],"about_ca_topic_score_codex":0.0001526534,"about_ca_topic_score_gemma":0.00007856674,"teacher_disagreement_score":0.5355408,"about_ca_system_score_codex":0.00008491529,"about_ca_system_score_gemma":0.00009724057,"threshold_uncertainty_score":0.6613524},"labels":[],"label_agreement":null},{"id":"W2340567152","doi":"","title":"Avaliação do estado cognitivo e fragilidade em idosos mais velhos, residentes no domicílio","year":2014,"lang":"pt","type":"article","venue":"Ciência Cuidado e Saúde","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Cognition; Medicine; Population; Cognitive decline; Elderly people; Cognitive deficit; Mini–Mental State Examination; Cross-sectional study; Stressor; Dementia; Psychology; Cognitive impairment; Clinical psychology; Psychiatry; Environmental health; Disease","score_opus":0.015469498583881027,"score_gpt":0.26777084304484194,"score_spread":0.2523013444609609,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340567152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82528454,0.012454608,0.0046802973,0.00808238,0.016278062,0.0068668616,0.0021825342,0.0020563267,0.12211438],"genre_scores_gemma":[0.9270831,0.0009476295,0.0012576468,0.005031089,0.005438211,0.00019955203,0.00053821737,0.0005878666,0.058916703],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9890679,0.0010226908,0.0023521027,0.0024666234,0.0022890614,0.002801586],"domain_scores_gemma":[0.9909934,0.0017939165,0.00093199126,0.0030992534,0.0014768399,0.0017046042],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002212267,0.0018054409,0.0023588534,0.0009059919,0.0006783015,0.00065344066,0.0014991431,0.0013690774,0.008410197],"category_scores_gemma":[0.009172308,0.0018831933,0.00092385395,0.0012502859,0.00073141686,0.0006480421,0.00072133495,0.0024698845,0.034482017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027191725,0.002266836,0.071880236,0.0039594425,0.001770019,0.0015402869,0.012653145,0.00003285313,0.029231397,0.0018962219,0.78749746,0.08455296],"study_design_scores_gemma":[0.044234574,0.004775132,0.20586605,0.022478985,0.0054011266,0.0012992754,0.012177613,0.0057144705,0.046590578,0.0031839227,0.6402154,0.008062883],"about_ca_topic_score_codex":0.00042806062,"about_ca_topic_score_gemma":0.00024855597,"teacher_disagreement_score":0.14728205,"about_ca_system_score_codex":0.00074125687,"about_ca_system_score_gemma":0.000767733,"threshold_uncertainty_score":0.99992734},"labels":[],"label_agreement":null},{"id":"W2341852501","doi":"10.1111/jgs.14069","title":"Frailty Screening in Low‐ and Middle‐Income Countries: A Systematic Review","year":2016,"lang":"en","type":"review","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; CINAHL; MEDLINE; Low and middle income countries; Gerontology; Population; Systematic review; Health care; Developing country; Environmental health; Psychological intervention; Nursing","score_opus":0.033527853207835454,"score_gpt":0.3288693627887833,"score_spread":0.29534150958094785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2341852501","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000053126787,0.9959424,0.00014151749,0.0015426228,0.00031984286,0.0019094344,0.00004621013,0.0000146151615,0.000030203179],"genre_scores_gemma":[0.000013884159,0.9953833,0.0019817066,0.0016174864,0.0004547483,0.000035794823,0.000001788704,0.000083817584,0.00042747994],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99484026,0.00061267684,0.002746126,0.00031828403,0.0010327525,0.00044991085],"domain_scores_gemma":[0.9900015,0.0013144052,0.007186358,0.00085893105,0.00038321066,0.00025559607],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026591537,0.0005590551,0.0065537174,0.00018388015,0.00009249718,0.000052848973,0.0007576653,0.00020009214,0.000022096941],"category_scores_gemma":[0.0021193526,0.00027756917,0.0025011634,0.0014604144,0.00040843294,0.0001300875,0.0002748928,0.0012828103,0.000014452017],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010871734,0.000032503758,0.00010420136,0.98580563,0.00072656607,0.00004080771,0.0001614305,1.3461121e-7,8.705042e-8,0.0000030713063,0.001984497,0.011130218],"study_design_scores_gemma":[0.00056170695,0.00014364441,0.00007536844,0.89332217,0.0051399926,0.0019319792,0.00009135011,0.0000034145526,8.852543e-8,0.000008787994,0.09845107,0.0002704567],"about_ca_topic_score_codex":0.000020518692,"about_ca_topic_score_gemma":0.0000014242577,"teacher_disagreement_score":0.09646657,"about_ca_system_score_codex":0.0006282413,"about_ca_system_score_gemma":0.00093079644,"threshold_uncertainty_score":0.99996763},"labels":[],"label_agreement":null},{"id":"W2344664611","doi":"10.1093/ageing/afw057","title":"Screening for grades of frailty using electronic health records: where do we go from here?","year":2016,"lang":"en","type":"letter","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Health records; Electronic health record; Gerontology; Health care","score_opus":0.05242204141736804,"score_gpt":0.314651526143596,"score_spread":0.2622294847262279,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344664611","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05391546,0.08662379,0.022708982,0.8329413,0.0006467108,0.0020228368,0.0005703627,0.00018367692,0.00038686255],"genre_scores_gemma":[0.1312583,0.047343537,0.09491862,0.6369176,0.049550753,0.00023733356,0.002023584,0.0012887842,0.03646151],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99768126,0.000088222994,0.00054785627,0.0005922332,0.0002959355,0.0007944938],"domain_scores_gemma":[0.9984935,0.000451496,0.0004367377,0.0004514363,0.00006273749,0.000104086575],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021241035,0.0003790848,0.00093818613,0.00015224352,0.00014524865,0.00004588265,0.0001599153,0.00049587584,0.00009482886],"category_scores_gemma":[0.00008156366,0.00030443037,0.00021456303,0.00010114741,0.00009077095,0.00012397973,0.00007320302,0.0010494068,0.0000036825327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009431813,0.000020157328,0.00047236172,0.0026418294,0.00047828894,0.002696187,0.0007453533,8.279503e-7,0.0021900488,0.000013805358,0.5672771,0.42336974],"study_design_scores_gemma":[0.001911284,0.0004192625,0.00043561097,0.015218705,0.00022601716,0.000051846415,0.00014416497,0.000080499936,0.00020274323,0.0019310898,0.97900015,0.00037862398],"about_ca_topic_score_codex":0.0018458603,"about_ca_topic_score_gemma":0.00036809564,"teacher_disagreement_score":0.4229911,"about_ca_system_score_codex":0.00015065924,"about_ca_system_score_gemma":0.00020419399,"threshold_uncertainty_score":0.99994075},"labels":[],"label_agreement":null},{"id":"W2346765521","doi":"10.3171/2016.1.spine151261","title":"Editorial: The utility of the modified frailty index for risk stratification in patients undergoing spine surgery","year":2016,"lang":"en","type":"editorial","venue":"Journal of Neurosurgery Spine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Frailty Index; Risk stratification; Index (typography); Stratification (seeds); SPINE (molecular biology); Surgery; Gerontology; Internal medicine; Bioinformatics","score_opus":0.026500229523978857,"score_gpt":0.2921377291889839,"score_spread":0.26563749966500505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346765521","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07148462,0.00014260253,0.00037121197,0.0014858295,0.9251162,0.0010279956,0.00031966885,0.0000149825855,0.000036889134],"genre_scores_gemma":[0.32477394,0.00050111115,0.000021705582,0.000051916773,0.6742802,0.000013887653,0.000057644258,0.00007456407,0.00022498195],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99306077,0.000565562,0.002941164,0.00044893232,0.0025056617,0.00047788612],"domain_scores_gemma":[0.98484874,0.0060453117,0.005365584,0.0011392948,0.002431458,0.00016962191],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0034766288,0.000494906,0.0015671091,0.00053372036,0.00013928769,0.000052227213,0.00060521346,0.0008370561,0.000022754444],"category_scores_gemma":[0.043647055,0.00026581463,0.0010546988,0.00067929644,0.0002594147,0.0002696114,0.000112627975,0.0020963927,0.0000012288217],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012097774,0.0004839931,0.028797314,0.00044026304,0.00013791106,0.0000052848536,0.000041824947,0.000024163413,0.00026745134,0.0000020261111,0.9642154,0.0043745744],"study_design_scores_gemma":[0.005967875,0.00085758144,0.5414214,0.0036442652,0.00046336936,0.000010372804,0.000019507976,0.00015368345,0.0005710387,0.00041207112,0.44608504,0.0003937807],"about_ca_topic_score_codex":0.00004572453,"about_ca_topic_score_gemma":0.00006231397,"teacher_disagreement_score":0.51813036,"about_ca_system_score_codex":0.00022802188,"about_ca_system_score_gemma":0.0022174253,"threshold_uncertainty_score":0.9999794},"labels":[],"label_agreement":null},{"id":"W2349513073","doi":"10.1161/circoutcomes.115.002204","title":"Frailty Trajectories After Treatment for Coronary Artery Disease in Older Patients","year":2016,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Waterloo; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Institute for Clinical Evaluative Sciences","keywords":"Conventional PCI; Medicine; Percutaneous coronary intervention; Coronary artery disease; Cardiology; Internal medicine; Artery; Myocardial infarction","score_opus":0.04934787904876957,"score_gpt":0.31148400680158816,"score_spread":0.2621361277528186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2349513073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925776,0.0011828614,0.0033604729,0.0011505526,0.0002303265,0.0012804847,0.00014290323,0.00005080409,0.000023990877],"genre_scores_gemma":[0.9987104,0.00007422052,0.00013362289,0.00031530534,0.00008482549,0.00031206742,0.00010160315,0.0000230864,0.00024489165],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847513,0.0001368876,0.00039165147,0.00041288344,0.0003501508,0.0002332793],"domain_scores_gemma":[0.9989123,0.00024496246,0.000049610764,0.0005066127,0.000108270215,0.00017825012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029144634,0.00021041985,0.00057285104,0.00009165542,0.00005384614,0.000016384687,0.00003090433,0.00009438476,0.00003523972],"category_scores_gemma":[0.0002922038,0.00013979049,0.0006820068,0.00007330227,0.00008208864,0.00018561716,0.000016361182,0.00003908585,0.000008378323],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000271729,0.00019409685,0.9490141,0.00014268071,0.0005890387,0.000017801214,0.00037561345,0.000014593641,0.000015751932,0.00005979442,0.000012069956,0.04929272],"study_design_scores_gemma":[0.009776309,0.00006205193,0.9876674,0.000106145344,0.00032902716,0.0000037069985,0.000034663193,0.00001687025,0.000026430986,0.00032219576,0.001453484,0.00020172397],"about_ca_topic_score_codex":0.00004755517,"about_ca_topic_score_gemma":0.00002473566,"teacher_disagreement_score":0.049090996,"about_ca_system_score_codex":0.0002171924,"about_ca_system_score_gemma":0.00005536551,"threshold_uncertainty_score":0.5700491},"labels":[],"label_agreement":null},{"id":"W2353442603","doi":"10.1016/j.cjca.2015.07.238","title":"FRAILTY PHENOTYPE IS ASSOCIATED WITH DECREASED SURVIVAL AS PREDICTED BY THE SEATTLE HEART FAILURE MODEL AND ADVERSE OUTCOMES IN HEART FAILURE PATIENTS REFERRED FOR ADVANCED THERAPIES","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Heart failure; Adverse effect; Internal medicine; Intensive care medicine; Cardiology","score_opus":0.024108044223202098,"score_gpt":0.2642648745610326,"score_spread":0.2401568303378305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2353442603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792273,0.00027948673,0.00019167604,0.018731901,0.00024379844,0.000591423,0.00054792064,0.0000119450815,0.00017453021],"genre_scores_gemma":[0.99730754,0.000005109409,0.0008424283,0.001356252,0.00008894562,0.000018773308,0.00011673752,0.000036150617,0.00022806894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984911,0.00020686162,0.0003700118,0.00021251278,0.0002746874,0.00044483173],"domain_scores_gemma":[0.9977958,0.00030320414,0.00016740015,0.00024437765,0.0007524097,0.0007368132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041961935,0.00022036606,0.00080726895,0.00016538851,0.00008540374,0.000015668184,0.00014522666,0.00021886131,0.000009073392],"category_scores_gemma":[0.001645937,0.00014614654,0.0001268124,0.00016141152,0.00023135319,0.00013889985,0.0000120604045,0.00039558616,0.0000014072968],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008273956,0.000020284326,0.8009764,0.000012846839,0.0007031104,0.00002149619,0.0012234716,0.0016697265,0.00010317416,0.000011586301,0.19411305,0.00031749287],"study_design_scores_gemma":[0.03826763,0.004286062,0.7056569,0.000351626,0.000572307,0.00027944703,0.003838958,0.0007528354,0.00012839655,0.0006341826,0.24465412,0.0005775724],"about_ca_topic_score_codex":0.000927306,"about_ca_topic_score_gemma":0.01765978,"teacher_disagreement_score":0.0953195,"about_ca_system_score_codex":0.00027535314,"about_ca_system_score_gemma":0.0015764928,"threshold_uncertainty_score":0.9854571},"labels":[],"label_agreement":null},{"id":"W2357635363","doi":"","title":"Evaluation and Intervention for Frailty in Old Adults(review)","year":2015,"lang":"en","type":"article","venue":"Zhongguo kangfu lilun yu shijian","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grip strength; Gerontology; Frailty Index; Medicine; Vulnerability (computing); Intervention (counseling); Timed Up and Go test; Test (biology); Frailty syndrome; Population; Physical therapy; Physical medicine and rehabilitation; Psychiatry; Environmental health; Computer science","score_opus":0.07532165274163816,"score_gpt":0.3707107650794031,"score_spread":0.29538911233776494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2357635363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91273224,0.04884643,0.0008884603,0.017367072,0.0011952283,0.00879682,0.00009940457,0.0002522732,0.009822094],"genre_scores_gemma":[0.9899947,0.0008568852,0.002775436,0.0018130717,0.00036567054,0.0006610062,0.00042771295,0.00006349044,0.0030420073],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977892,0.00016790407,0.00056520925,0.00046189062,0.00066985475,0.00034594306],"domain_scores_gemma":[0.9984899,0.00008882314,0.0001599005,0.0004254256,0.0005514285,0.00028448796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024514138,0.00022613388,0.0004289815,0.0001940006,0.000035761932,0.000025368514,0.00012167244,0.00014863843,0.00017692242],"category_scores_gemma":[0.0026220202,0.00021183943,0.00013552811,0.00029002866,0.00006381761,0.00024992856,0.00006148773,0.00021882461,0.000074703494],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007238916,0.00079214375,0.032196093,0.00470925,0.00015468388,0.000036252175,0.003269491,0.000010935295,0.0002460562,0.0004012486,0.07981223,0.87764776],"study_design_scores_gemma":[0.09818885,0.007341816,0.46412468,0.053908166,0.0029068987,0.00046106498,0.0052325265,0.035617806,0.0030853457,0.008519225,0.3182871,0.0023264976],"about_ca_topic_score_codex":0.00034878042,"about_ca_topic_score_gemma":0.0011967552,"teacher_disagreement_score":0.8753212,"about_ca_system_score_codex":0.00030054018,"about_ca_system_score_gemma":0.00014179062,"threshold_uncertainty_score":0.86385614},"labels":[],"label_agreement":null},{"id":"W2363331911","doi":"10.1001/jamaoto.2016.0707","title":"Assessment of the Predictive Value of the Modified Frailty Index for Clavien-Dindo Grade IV Critical Care Complications in Major Head and Neck Cancer Operations","year":2016,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Head and neck cancer; Logistic regression; Quality of life (healthcare); Frailty Index; Head and neck; Intensive care unit; Retrospective cohort study; General surgery; Surgery; Internal medicine; Emergency medicine; Cancer","score_opus":0.04162164041825575,"score_gpt":0.3518159638012148,"score_spread":0.31019432338295905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2363331911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96178794,0.00052596646,0.0011721347,0.032633957,0.00041703111,0.0022111756,0.00089268805,0.000030757717,0.0003283544],"genre_scores_gemma":[0.99680775,0.000066868146,0.0005571021,0.0011167104,0.00011176999,0.0011520183,0.000035098325,0.0000380177,0.000114640796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974894,0.00034741664,0.00082769495,0.00050471834,0.00038611668,0.0004446632],"domain_scores_gemma":[0.9960056,0.0022110173,0.00018976712,0.00090995786,0.0005444773,0.00013921128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035796524,0.00026242263,0.0007430445,0.00017854321,0.0002212809,0.000015515847,0.0003035651,0.000332865,0.000029339308],"category_scores_gemma":[0.0016150316,0.00015223685,0.0002775394,0.0004494995,0.0008815748,0.00019092184,0.00019507334,0.0004569161,8.0911343e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016657311,0.000402323,0.98491985,0.0005482863,0.00010061811,0.0000041194585,0.0005952857,0.00013160445,0.0060923025,0.0050194114,0.0010229254,0.0009966925],"study_design_scores_gemma":[0.0029443915,0.00014592988,0.98703253,0.0019746283,0.00014768289,0.000055481298,0.00019978572,0.004747375,0.0018576437,0.00041081553,0.0003286663,0.0001550687],"about_ca_topic_score_codex":0.0009908571,"about_ca_topic_score_gemma":0.0019459425,"teacher_disagreement_score":0.03501984,"about_ca_system_score_codex":0.00025011916,"about_ca_system_score_gemma":0.0007731593,"threshold_uncertainty_score":0.6208039},"labels":[],"label_agreement":null},{"id":"W2394794694","doi":"10.1002/jhm.2607","title":"Comparing three different measures of frailty in medical inpatients: Multicenter prospective cohort study examining 30‐day risk of readmission or death","year":2016,"lang":"en","type":"article","venue":"Journal of Hospital Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alliance for Canadian Health Outcomes Research in Diabetes; University of Alberta","funders":"Alberta Innovates - Health Solutions","keywords":"Medicine; Confidence interval; Odds ratio; Prospective cohort study; Cohort study; Internal medicine; Cohort; Physical therapy; Emergency medicine","score_opus":0.05653514797059162,"score_gpt":0.32329360688467756,"score_spread":0.26675845891408595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2394794694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99545634,0.00038825042,0.000926832,0.00096322375,0.00076722703,0.0012295184,0.0000052672667,0.000012835958,0.00025047793],"genre_scores_gemma":[0.9990591,0.00029408408,0.00017989158,0.000031617725,0.00033474076,0.000014612542,0.0000015560144,0.000033143817,0.000051281993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9945494,0.00024933412,0.001994445,0.00030674617,0.0025843559,0.00031574783],"domain_scores_gemma":[0.9959486,0.0008607557,0.0014889343,0.00039617106,0.00085252075,0.00045298322],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0020701692,0.0003080501,0.0016544621,0.0004226316,0.000031404834,0.000003382723,0.00032475457,0.00014503146,0.00045193598],"category_scores_gemma":[0.01324517,0.0001412627,0.00011470532,0.00024069252,0.00036856826,0.00017073526,0.00013516788,0.00066065567,0.000002047321],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016731747,0.0032850783,0.9764356,0.00010349067,0.00057280686,0.00032262175,0.004192625,0.0000016845506,0.0010822779,0.0000044044996,0.00019871494,0.012127499],"study_design_scores_gemma":[0.021710219,0.021379448,0.9416505,0.010331366,0.0005047883,0.00004034236,0.0020509749,0.00010344707,0.0020128207,0.000063679414,0.00001283743,0.00013957461],"about_ca_topic_score_codex":0.0002594349,"about_ca_topic_score_gemma":0.00027961624,"teacher_disagreement_score":0.034785118,"about_ca_system_score_codex":0.0003175103,"about_ca_system_score_gemma":0.00018299899,"threshold_uncertainty_score":0.9950667},"labels":[],"label_agreement":null},{"id":"W2396147032","doi":"10.1302/0301-620x.98b6.37124","title":"The impact of frailty on outcomes and healthcare resource usage after total joint arthroplasty","year":2016,"lang":"en","type":"article","venue":"The Bone & Joint Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Odds ratio; Joint arthroplasty; Hazard ratio; Arthroplasty; Confidence interval; Emergency medicine; Incidence (geometry); Population; Cohort; Physical therapy; Internal medicine; Surgery; Environmental health","score_opus":0.03267395655420214,"score_gpt":0.3036389704963493,"score_spread":0.27096501394214717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2396147032","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9363545,0.0009949369,0.00005112309,0.061596114,0.00021460961,0.0002976311,0.00003399059,0.000021172777,0.00043592375],"genre_scores_gemma":[0.994999,0.00031167726,0.00007480751,0.0005278885,0.00037911115,0.0000078077865,6.990158e-7,0.000032114323,0.0036669148],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99777126,0.00037108216,0.0006392988,0.00018844934,0.00056933897,0.00046057583],"domain_scores_gemma":[0.9980893,0.0005312256,0.00034989446,0.0005742681,0.00013595769,0.00031931518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014678951,0.00024551156,0.00048560963,0.00009218307,0.00040070937,0.00005073611,0.000091792004,0.00008183869,0.00021284743],"category_scores_gemma":[0.0008095393,0.00008546558,0.00035825343,0.00007988271,0.0003882518,0.00008679765,0.00010468455,0.00085264427,0.000043954296],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01384377,0.0011382442,0.27425212,0.00025635888,0.0023348937,0.0014033983,0.017636081,0.00006275983,0.039739426,0.00052526646,0.13166994,0.5171377],"study_design_scores_gemma":[0.0031698563,0.0016373019,0.98508763,0.00084449234,0.000058439895,0.0042319708,0.0004571651,0.0000164889,0.00082647876,0.0007649482,0.0027597153,0.00014549597],"about_ca_topic_score_codex":0.00008255067,"about_ca_topic_score_gemma":0.00005016495,"teacher_disagreement_score":0.7108355,"about_ca_system_score_codex":0.00018419077,"about_ca_system_score_gemma":0.00016587658,"threshold_uncertainty_score":0.37043625},"labels":[],"label_agreement":null},{"id":"W2398808193","doi":"10.1093/gerona/glw089","title":"Heterogeneity of Human Aging and Its Assessment","year":2016,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":183,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Biomarker; Receiver operating characteristic; Healthy aging; Predictive power; Gerontology; Medicine; Discriminative model; Proportional hazards model; Demography; Statistics; Internal medicine; Biology; Computer science; Mathematics; Artificial intelligence; Genetics","score_opus":0.07944281671878828,"score_gpt":0.38986000661643844,"score_spread":0.31041718989765016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2398808193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97599554,0.0025490285,0.000092150294,0.020365799,0.00007832745,0.00013373955,0.0000065143945,0.00001011279,0.00076880364],"genre_scores_gemma":[0.99813426,0.0007195417,0.00033824358,0.00012981628,0.000054903292,0.0000034585416,3.730569e-7,0.000008976337,0.0006104127],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99907714,0.00011198963,0.0003680683,0.000102911115,0.0001637267,0.0001761675],"domain_scores_gemma":[0.999102,0.0001279159,0.0002913702,0.00024552856,0.000167069,0.000066096334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046494082,0.00009599603,0.00038205588,0.000053645843,0.000070740556,0.0000037092375,0.00011986801,0.000060654602,0.00017369333],"category_scores_gemma":[0.00011094459,0.000048737136,0.00006068497,0.000038090988,0.0002847578,0.0001258002,0.00007616697,0.00011195169,0.0000014067258],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020441129,0.000105525774,0.12732065,0.00016370707,0.00037583118,0.000023652756,0.0008958514,6.318604e-7,0.8599436,0.001575878,0.00062758685,0.008762652],"study_design_scores_gemma":[0.0020910152,0.0012715972,0.7435643,0.0006277407,0.00017624977,0.0014221373,0.00045910914,0.000005812828,0.24834076,0.0013111706,0.00062509975,0.000105004176],"about_ca_topic_score_codex":0.000026747935,"about_ca_topic_score_gemma":0.00018808577,"teacher_disagreement_score":0.61624366,"about_ca_system_score_codex":0.000025286825,"about_ca_system_score_gemma":0.000038791335,"threshold_uncertainty_score":0.19874428},"labels":[],"label_agreement":null},{"id":"W2399458161","doi":"10.1093/ageing/afw101","title":"Factors influencing cancer specialists' decision to collaborate with geriatricians in treating older cancer patients","year":2016,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University; École Nationale d'Administration Publique","funders":"","keywords":"Medicine; Psychosocial; Referral; Specialty; Cancer; Geriatric oncology; Family medicine; Geriatrics; Intervention (counseling); Palliative care; Nursing; Psychiatry; Internal medicine","score_opus":0.013935207938051499,"score_gpt":0.2808288527706325,"score_spread":0.26689364483258105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2399458161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985172,0.00016289944,0.000114947325,0.00037027049,0.00013584617,0.00037736166,0.00002539854,0.000028286917,0.00026777675],"genre_scores_gemma":[0.9983775,0.00012792312,0.00032293636,0.00044780274,0.00017598312,0.000036105102,0.000003132516,0.000026808375,0.00048183274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989453,0.000018864834,0.00022987321,0.00029776656,0.00022139271,0.00028682736],"domain_scores_gemma":[0.99943393,0.00012204196,0.00007418089,0.00013039759,0.000104480656,0.00013497884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005603293,0.00016551981,0.00026413784,0.00015197787,0.00007421106,0.000034407167,0.00004956146,0.000056006098,0.00008424727],"category_scores_gemma":[0.00014575255,0.00009538884,0.000019123923,0.0004538721,0.000023632278,0.00016663218,0.000039188144,0.00007532299,0.0000034911243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000911603,0.00003280306,0.8101971,0.00003363724,0.000019322959,0.0007136514,0.00465942,0.000024515128,0.0042706793,0.0000020654306,0.00024623066,0.17970939],"study_design_scores_gemma":[0.0022467952,0.0001342803,0.99166185,0.002424891,0.000033154403,8.06743e-7,0.00031906186,0.0000045141237,0.0017171209,0.00000783827,0.0012832222,0.00016647774],"about_ca_topic_score_codex":0.003583092,"about_ca_topic_score_gemma":0.014422057,"teacher_disagreement_score":0.18146472,"about_ca_system_score_codex":0.00024883964,"about_ca_system_score_gemma":0.00007892414,"threshold_uncertainty_score":0.80478466},"labels":[],"label_agreement":null},{"id":"W2400739147","doi":"10.1017/cem.2015.73","title":"The Role of Emergency Medical Services in Geriatrics: Bridging the Gap between Primary and Acute Care","year":2015,"lang":"en","type":"editorial","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority; Nova Scotia Hospital","funders":"","keywords":"Geriatrics; Medicine; Emergency department; Bridging (networking); Acute care; Workload; Medical emergency; Vulnerability (computing); Emergency medical services; Population; Nursing; Health care","score_opus":0.026779828273499836,"score_gpt":0.32174716717414165,"score_spread":0.2949673389006418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2400739147","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014469097,0.20481117,0.0000066421667,0.010166317,0.7663578,0.00061190827,0.0003144679,0.000009533974,0.0032531046],"genre_scores_gemma":[0.02233304,0.05410683,0.000029324643,0.00009932635,0.9216562,0.000014845181,0.00041354346,0.00013675934,0.0012101361],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933733,0.00027312763,0.0025379972,0.00035863233,0.0027059466,0.00075104885],"domain_scores_gemma":[0.99307156,0.00055846,0.0014404118,0.0006712546,0.0023604778,0.0018978277],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0030291665,0.0004993297,0.0014671831,0.0006513001,0.00022529249,0.000010523508,0.0012472401,0.0007837823,0.0007803321],"category_scores_gemma":[0.004200631,0.00028761223,0.00024044131,0.00078442815,0.00035530687,0.00013623267,0.00009882602,0.0025681711,0.0000041891735],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084538035,0.000010775286,0.019426752,0.00072260294,0.00052003196,0.00028130345,0.0063716727,9.122275e-7,0.000022503842,0.000008142136,0.9610739,0.011476884],"study_design_scores_gemma":[0.0019501202,0.0007666133,0.006064024,0.0025313492,0.001404095,0.000052545543,0.004719576,0.000015211255,0.0000062512536,0.00034931494,0.98187876,0.00026216113],"about_ca_topic_score_codex":0.025611583,"about_ca_topic_score_gemma":0.094645806,"teacher_disagreement_score":0.15529844,"about_ca_system_score_codex":0.00053197553,"about_ca_system_score_gemma":0.007700354,"threshold_uncertainty_score":0.9999576},"labels":[],"label_agreement":null},{"id":"W2401100800","doi":"10.11606/d.22.2016.tde-06052016-160328","title":"Fragilidade e qualidade de vida de idosos com doença renal crônica","year":2016,"lang":"pt","type":"dissertation","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Humanities; Art","score_opus":0.01963316358378596,"score_gpt":0.3206265594077968,"score_spread":0.3009933958240108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2401100800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5996886,0.0066792564,0.09534341,0.038784273,0.009854831,0.008029303,0.0012669776,0.0025415951,0.23781176],"genre_scores_gemma":[0.6577738,0.00047005678,0.0017993707,0.003562107,0.0016083278,0.00023351477,0.0016582635,0.00033238568,0.3325622],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99220955,0.00066106865,0.0018574824,0.0015351244,0.0015087096,0.0022280347],"domain_scores_gemma":[0.993796,0.0015005352,0.0008499787,0.0018158327,0.0005723838,0.0014653008],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0011622385,0.0013961971,0.001735113,0.00057277305,0.00039672825,0.00021874967,0.0011353614,0.0022446602,0.012555461],"category_scores_gemma":[0.0024221537,0.001123437,0.0007663806,0.00047045248,0.00027812502,0.00026556387,0.00014392458,0.0020538224,0.0038838559],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0073756473,0.0032769484,0.06301889,0.008045638,0.004958935,0.0025707849,0.06034466,0.000060594106,0.41163546,0.010275504,0.33928165,0.08915529],"study_design_scores_gemma":[0.048932347,0.005824974,0.20151916,0.049387645,0.008464831,0.0020127476,0.037366748,0.0075774468,0.45921013,0.0036594467,0.16503151,0.011013011],"about_ca_topic_score_codex":0.0021941974,"about_ca_topic_score_gemma":0.00072115223,"teacher_disagreement_score":0.17425016,"about_ca_system_score_codex":0.0012897829,"about_ca_system_score_gemma":0.0024759714,"threshold_uncertainty_score":0.9998788},"labels":[],"label_agreement":null},{"id":"W2402726100","doi":"10.1016/j.maturitas.2016.05.012","title":"Prevalence of and factors associated with frailty and disability in older adults from China, Ghana, India, Mexico, Russia and South Africa","year":2016,"lang":"en","type":"article","venue":"Maturitas","topic":"Frailty in Older Adults","field":"Medicine","cited_by":193,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"University of Ghana; World Health Organization","keywords":"Medicine; China; Socioeconomic status; Gerontology; Demography; Environmental health; Population; Geography","score_opus":0.014349527737798531,"score_gpt":0.23585149447669,"score_spread":0.22150196673889144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2402726100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99683005,0.0012172441,0.000008395956,0.00057593203,0.000027408176,0.0005079937,0.0006072003,0.00003636869,0.00018943819],"genre_scores_gemma":[0.99950427,0.00004232498,0.00015614115,0.00002087659,0.000016167602,0.000013655252,0.000018467124,0.000021289425,0.00020680016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986495,0.00008155857,0.00027564223,0.00046229924,0.00026673166,0.00026428522],"domain_scores_gemma":[0.99900025,0.0003423957,0.00013432068,0.00031081194,0.00003550027,0.00017672675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015844646,0.00022228538,0.00041589316,0.000058918242,0.000035639092,0.000015140888,0.00007155035,0.0001741136,0.00011714112],"category_scores_gemma":[0.00052187324,0.00013358824,0.00002501463,0.0001254161,0.00046845133,0.00014584558,0.00008830031,0.00018815172,0.0000010726878],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002108261,0.00017359192,0.9842023,0.00027766652,0.000058692793,0.000008089772,0.013033721,4.511059e-8,0.00018551845,0.000009544117,0.00008493351,0.0017550414],"study_design_scores_gemma":[0.0039926497,0.00023490742,0.9917617,0.0019276559,0.00009126323,0.000002946853,0.0006638271,0.000025718558,0.00094186346,0.00017199002,0.000010339191,0.00017512435],"about_ca_topic_score_codex":0.00030663583,"about_ca_topic_score_gemma":0.00020143045,"teacher_disagreement_score":0.0123698935,"about_ca_system_score_codex":0.00005647923,"about_ca_system_score_gemma":0.000025976946,"threshold_uncertainty_score":0.544757},"labels":[],"label_agreement":null},{"id":"W2402779477","doi":"10.1016/j.cjca.2016.05.011","title":"Assessment and Utility of Frailty Measures in Critical Illness, Cardiology, and Cardiac Surgery","year":2016,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Canada Research Chairs","keywords":"Medicine; Intensive care medicine; Gold standard (test); Health care; Vulnerability (computing); MEDLINE; Adverse effect; Intensive care unit; Risk assessment; Emergency medicine; Internal medicine","score_opus":0.10031865484448882,"score_gpt":0.38249227794167723,"score_spread":0.2821736230971884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2402779477","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005807284,0.9941194,0.00017456047,0.0005541276,0.0015571726,0.00037698285,0.00044400958,0.0000039501115,0.002189075],"genre_scores_gemma":[0.13289607,0.865936,0.00007517953,0.000028417486,0.00097363465,0.000014238587,0.000017234204,0.000035580633,0.000023657127],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99586225,0.0015206522,0.0013919289,0.00039959294,0.00023296465,0.0005926041],"domain_scores_gemma":[0.9952258,0.0024898348,0.00040278255,0.00044885682,0.00046370432,0.0009690599],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002726121,0.00040749554,0.0066900104,0.00089792785,0.00005569284,0.000013213508,0.00017171427,0.0008386092,0.000020162435],"category_scores_gemma":[0.0031351987,0.00029531945,0.0009347337,0.00017913451,0.001454398,0.000076362034,0.00004656664,0.0010064023,0.0000015995454],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019442095,0.0000024054768,0.09175695,0.0046590446,0.0010404965,0.0011126829,0.0000292312,2.7544485e-7,0.0000011359622,0.00013954462,0.011361834,0.88987696],"study_design_scores_gemma":[0.0002930056,0.00012835361,0.08962501,0.00835994,0.0011338835,0.003660633,0.000047559686,2.2513285e-7,3.8891432e-7,0.00016780893,0.89633995,0.00024322476],"about_ca_topic_score_codex":0.0006804847,"about_ca_topic_score_gemma":0.00045119412,"teacher_disagreement_score":0.8896337,"about_ca_system_score_codex":0.00033985855,"about_ca_system_score_gemma":0.007066501,"threshold_uncertainty_score":0.9999499},"labels":[],"label_agreement":null},{"id":"W2406639032","doi":"10.1017/s0714980816000301","title":"Screening for Frailty in Canada’s Health Care System: A Time for Action","year":2016,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute of Health Services and Policy Research; CARE Canada; Dalhousie University; University of Toronto; University of Waterloo; University of Calgary; University of Alberta","funders":"","keywords":"Political science; Humanities; Medicine; Art","score_opus":0.02607689196957812,"score_gpt":0.2630769290195112,"score_spread":0.23700003704993305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2406639032","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26641634,0.04737771,0.016070692,0.6118916,0.034378994,0.010534034,0.011215439,0.00010066396,0.0020145024],"genre_scores_gemma":[0.9777053,0.000347811,0.0019625688,0.004302873,0.00409939,0.00030064886,0.00019935433,0.0002393428,0.010842684],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99442124,0.00031556128,0.0012901041,0.0007528555,0.00024767657,0.00297256],"domain_scores_gemma":[0.99230814,0.0007418491,0.00062106736,0.00054952846,0.00059876946,0.005180638],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016932654,0.00060505123,0.0010287612,0.00086571375,0.0007992099,0.00013938444,0.00044030446,0.0002250225,0.00031552158],"category_scores_gemma":[0.0009783334,0.00057511916,0.00029369656,0.00034239911,0.00010108862,0.000245652,0.000018308387,0.00061017193,0.000019807438],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0003127269,0.00005537527,0.01034411,0.0070720594,0.0006119922,0.0033691206,0.012355684,0.0015982173,0.00018877535,0.0044379057,0.28762808,0.672026],"study_design_scores_gemma":[0.0058274,0.00097152614,0.007804159,0.03130147,0.00017932047,0.0016780746,0.01159225,0.0022145733,0.000087028304,0.000028897815,0.93759024,0.0007250843],"about_ca_topic_score_codex":0.9803188,"about_ca_topic_score_gemma":0.9998199,"teacher_disagreement_score":0.711289,"about_ca_system_score_codex":0.06485185,"about_ca_system_score_gemma":0.029777158,"threshold_uncertainty_score":0.99967},"labels":[],"label_agreement":null},{"id":"W2407030910","doi":"","title":"Canadian Cardiovascular Society Consensus Conference 2002: Management of heart disease in the elderly patient.","year":2004,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Canadian Cardiovascular Society; Comorbidity; Consensus conference; Intensive care medicine; Disease; Quality of life (healthcare); Disease management; Heart failure; Heart disease; Gerontology; Alternative medicine; Psychiatry; Nursing; Pathology; Internal medicine","score_opus":0.02151748912119067,"score_gpt":0.21572714045002397,"score_spread":0.1942096513288333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2407030910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.954796,0.0021989602,0.000028823975,0.031882644,0.00017858947,0.0031656087,0.000065334585,0.000029321267,0.0076546906],"genre_scores_gemma":[0.9975495,0.000055166583,0.0003190277,0.001161659,0.00002390573,0.00059242046,0.000012616771,0.0000106606,0.00027508225],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987479,0.000045639023,0.00020212877,0.00020687643,0.00039502775,0.00040242847],"domain_scores_gemma":[0.99906135,0.000022751525,0.00002812671,0.0005207843,0.000068700145,0.00029826432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027701585,0.00010889542,0.00021215851,0.000050847666,0.000037798236,0.000012765054,0.000114889386,0.000042202584,0.00002035797],"category_scores_gemma":[0.00004230412,0.000084894345,0.00021025311,0.00021363162,0.000097045086,0.000022158412,0.000020358899,0.00013412892,0.000011897728],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049581553,0.0016901221,0.11416016,0.0029241478,0.0042058,0.005346913,0.012926252,0.004321169,0.000019099694,0.0051265787,0.12231604,0.7264679],"study_design_scores_gemma":[0.0027297914,0.00006513304,0.95968485,0.00013477443,0.00027685272,0.000027869817,0.0012176905,0.00001823343,0.00005994302,0.00035811643,0.035279926,0.00014682447],"about_ca_topic_score_codex":0.04921123,"about_ca_topic_score_gemma":0.010618513,"teacher_disagreement_score":0.84552467,"about_ca_system_score_codex":0.00024825576,"about_ca_system_score_gemma":0.00019563989,"threshold_uncertainty_score":0.9571202},"labels":[],"label_agreement":null},{"id":"W2410649457","doi":"10.14283/jfa.2012.2","title":"HOW MIGHT DEFICIT ACCUMULATION GIVE RISE TO FRAILTY?","year":2012,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Capital District Health Authority","funders":"","keywords":"Medicine; Vulnerability (computing); Adverse effect; Gerontology; Internal medicine","score_opus":0.07504161537427731,"score_gpt":0.34060507642553495,"score_spread":0.2655634610512576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410649457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9453587,0.0025879915,0.012565166,0.037097353,0.0008373725,0.0003570189,0.0000061158717,0.00004266308,0.001147625],"genre_scores_gemma":[0.98980445,0.00007250547,0.0040821354,0.0014564354,0.0017670325,0.000002752624,0.0000030841877,0.000046434954,0.0027651985],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99783075,0.00017600821,0.0005205407,0.00012874325,0.00078931527,0.00055467355],"domain_scores_gemma":[0.99784046,0.00039184492,0.000457297,0.0004704509,0.00037536275,0.00046456745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001255043,0.00024559913,0.00044012463,0.00027078224,0.00017640085,0.00007462649,0.0003494939,0.00010323947,0.00016026589],"category_scores_gemma":[0.0007788048,0.0001611467,0.00020359295,0.0003850122,0.00007040663,0.00072958414,0.000100864076,0.00069164345,0.00011624725],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023242068,0.001151364,0.22750725,0.00040396882,0.0014933523,0.00026250913,0.08056143,0.0020581787,0.27504215,0.0006335588,0.13985923,0.2687028],"study_design_scores_gemma":[0.0063262666,0.0010756231,0.6601088,0.0018960324,0.0015550595,0.0040101297,0.004837598,0.0007834148,0.041461248,0.000630829,0.27650064,0.000814349],"about_ca_topic_score_codex":0.000058706915,"about_ca_topic_score_gemma":0.00001699471,"teacher_disagreement_score":0.43260154,"about_ca_system_score_codex":0.00021395202,"about_ca_system_score_gemma":0.00008890977,"threshold_uncertainty_score":0.65713716},"labels":[],"label_agreement":null},{"id":"W2410720671","doi":"10.3390/geriatrics3030042","title":"Balance and Gait of Frail, Pre-Frail, and Robust Older Hispanics","year":2018,"lang":"en","type":"article","venue":"Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Florida Department of Health","keywords":"Medicine; Balance (ability); Disadvantaged; Gerontology; Gait; Psychological intervention; Balance problems; Falls in older adults; Population; Older people; Preferred walking speed; Poison control; Physical therapy; Injury prevention; Medical emergency; Environmental health","score_opus":0.013707537075930974,"score_gpt":0.25267570850306387,"score_spread":0.2389681714271329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2410720671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99120337,0.002989856,0.0018170899,0.0014068632,0.0004079715,0.0004109409,0.00003164829,0.0000676287,0.0016646323],"genre_scores_gemma":[0.984245,0.00090960227,0.011443863,0.00045584014,0.0005609568,0.000008289895,0.000012440327,0.000036338337,0.0023276645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99883646,0.00002304257,0.00029305794,0.000323571,0.00025464746,0.00026925196],"domain_scores_gemma":[0.9990079,0.000099172146,0.00012892392,0.0003882695,0.00020735721,0.00016841844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017750949,0.00016645643,0.00033427792,0.000102916434,0.00006373985,0.000020178117,0.00008831163,0.00016510002,0.00015301342],"category_scores_gemma":[0.00031152624,0.00015291151,0.000035962985,0.0002736146,0.00022785008,0.00009408893,0.00011630746,0.00016165891,0.000017537006],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008308532,0.0007362793,0.62626857,0.0032579417,0.00035388753,0.00010099094,0.010398246,0.000024844487,0.016855547,0.0016807471,0.25944313,0.080048956],"study_design_scores_gemma":[0.006962892,0.0016170086,0.91306,0.00036779718,0.00042099436,0.00033989185,0.00026285482,0.0038126386,0.0044744206,0.0005474509,0.06751736,0.0006166979],"about_ca_topic_score_codex":0.00005357571,"about_ca_topic_score_gemma":0.000024772848,"teacher_disagreement_score":0.2867914,"about_ca_system_score_codex":0.000029949937,"about_ca_system_score_gemma":0.0000737507,"threshold_uncertainty_score":0.62355506},"labels":[],"label_agreement":null},{"id":"W2411435368","doi":"10.1097/ta.0b013e31824d0f70","title":"Predictors of critical care-related complications in colectomy patients using the National Surgical Quality Improvement Program","year":2012,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":216,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"American Association for the Surgery of Trauma","keywords":"Medicine; Colectomy; Intensive care unit; Logistic regression; Odds ratio; Current Procedural Terminology; Population; Quality of life (healthcare); Laparoscopy; Emergency medicine; Surgery; General surgery; Intensive care medicine; Internal medicine; Colorectal cancer; Cancer; Nursing","score_opus":0.041732122595593724,"score_gpt":0.39854552215035793,"score_spread":0.3568133995547642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2411435368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99636054,0.00069061486,0.00008387618,0.0012327259,0.00044897976,0.00051843375,0.00005751496,0.000017577157,0.0005897538],"genre_scores_gemma":[0.9994302,0.00002386588,0.00012819022,0.00011553952,0.00025638595,0.00001542905,0.000013364416,0.000013849422,0.0000031819604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99767566,0.00035377798,0.0008523717,0.00011278794,0.0007144254,0.00029100454],"domain_scores_gemma":[0.9966539,0.0007383735,0.00014476287,0.00014770305,0.0021112,0.00020406912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008239602,0.00015047514,0.00030944071,0.00012343934,0.00022642006,0.000023057679,0.00010162805,0.00012588131,0.0000365652],"category_scores_gemma":[0.0011606743,0.00009294279,0.00013695977,0.00029020535,0.0006960858,0.000197005,0.000040614625,0.000552864,8.65358e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046432472,0.0026397337,0.97415674,0.00077851344,0.00012580639,0.0000020055581,0.0098609,0.000024916282,0.00043921664,0.0034395652,0.0003065145,0.0077617494],"study_design_scores_gemma":[0.002194211,0.0020009154,0.98952675,0.00019930546,0.00041486643,0.00019190802,0.0032006712,0.00006475403,0.0008929701,0.00037729178,0.00080482895,0.00013151125],"about_ca_topic_score_codex":0.0001881503,"about_ca_topic_score_gemma":0.000043718584,"teacher_disagreement_score":0.015370012,"about_ca_system_score_codex":0.00027547684,"about_ca_system_score_gemma":0.0001305576,"threshold_uncertainty_score":0.3790097},"labels":[],"label_agreement":null},{"id":"W2411553649","doi":"10.1186/s13054-016-1338-x","title":"A prospective multicenter cohort study of frailty in younger critically ill patients","year":2016,"lang":"en","type":"article","venue":"Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":180,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of British Columbia; University of Alberta; Population Health Research Institute; McMaster University; University of Alberta Hospital","funders":"Canadian Institutes of Health Research; Institute of Aging; University Hospital Foundation; Canadian Intensive Care Foundation; University of Alberta; Intensive Care Foundation","keywords":"Medicine; Interquartile range; Prospective cohort study; Cohort study; Cohort; Intensive care unit; Critically ill; Severity of illness; Pediatrics; Internal medicine; Emergency medicine","score_opus":0.019009869468224014,"score_gpt":0.3238922286040772,"score_spread":0.30488235913585315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2411553649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99163234,0.00005696385,0.00005124866,0.0014995922,0.0002324643,0.0016929227,0.00007482201,0.000044702534,0.004714932],"genre_scores_gemma":[0.99831617,0.0000015280035,0.0002954034,0.001010599,0.00006403259,0.0001544266,0.000009118439,0.000030801282,0.00011791468],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99805915,0.00008422652,0.00043620518,0.0004613124,0.00057490706,0.00038417784],"domain_scores_gemma":[0.99521095,0.00035331718,0.000021477748,0.00043175492,0.003770988,0.00021149224],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.000090350666,0.00018119041,0.0004260527,0.00010142288,0.000028269664,0.000009295483,0.00011394139,0.000116050694,0.00031444605],"category_scores_gemma":[0.010555344,0.00012426995,0.000074532625,0.00014169695,0.0002777767,0.00015692404,0.00009469787,0.0002008937,0.00006287971],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029649513,0.002335096,0.99246144,0.0002254741,0.000029953619,0.00008739641,0.0020471707,4.100459e-8,0.00035906665,0.00035956333,0.00014647421,0.0016518002],"study_design_scores_gemma":[0.0073419884,0.00171689,0.9847058,0.00043272864,0.00012227152,0.0000030289812,0.004438014,0.0000048515,0.00084102794,0.0001595075,0.00007766489,0.00015622348],"about_ca_topic_score_codex":0.00007732098,"about_ca_topic_score_gemma":0.00009819685,"teacher_disagreement_score":0.010464993,"about_ca_system_score_codex":0.0002614906,"about_ca_system_score_gemma":0.00004922034,"threshold_uncertainty_score":0.9977792},"labels":[],"label_agreement":null},{"id":"W2416126489","doi":"10.14283/jfa.2015.72","title":"EXERCISE: AN IMPORTANT KEY TO PREVENT PHYSICAL AND COGNITIVE FRAILTY","year":2015,"lang":"en","type":"editorial","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Life expectancy; Medicine; Gerontology; Psychological intervention; Cognition; Autonomy; Population ageing; Population; Psychiatry","score_opus":0.027716867186677686,"score_gpt":0.3422345756096903,"score_spread":0.3145177084230126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2416126489","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4653594,0.011577476,0.0003976687,0.005208986,0.51350594,0.002312574,0.000505077,0.00012441416,0.0010085183],"genre_scores_gemma":[0.12636235,0.0014223784,0.00081066834,0.0004662137,0.86719143,0.000020635856,0.0001427971,0.00023816382,0.0033453607],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99501425,0.00029927402,0.0011416676,0.0004346146,0.0024981599,0.0006120207],"domain_scores_gemma":[0.99427813,0.0011182594,0.0011668138,0.0006407811,0.0017478905,0.0010481137],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002457238,0.0006323206,0.0015608009,0.00029961456,0.00016497339,0.0001092473,0.00061501475,0.00044165403,0.000049397666],"category_scores_gemma":[0.0027535695,0.0004204642,0.00028050214,0.000289032,0.00023585767,0.00035391212,0.00029777258,0.0029523107,0.000029328836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013137747,0.0005145399,0.000070166716,0.00021727264,0.0005004778,0.00036177223,0.014673459,0.000009998555,0.00085867627,0.0000025255292,0.9538407,0.027636677],"study_design_scores_gemma":[0.01045154,0.0079119485,0.0029940093,0.02402265,0.010362472,0.0015950095,0.0045914636,0.00026845475,0.0038314105,0.0017164564,0.9305795,0.0016750853],"about_ca_topic_score_codex":0.00020333122,"about_ca_topic_score_gemma":0.00006455983,"teacher_disagreement_score":0.35368553,"about_ca_system_score_codex":0.00028891047,"about_ca_system_score_gemma":0.0012618306,"threshold_uncertainty_score":0.9998247},"labels":[],"label_agreement":null},{"id":"W2419518518","doi":"10.1016/j.cjca.2016.05.015","title":"Frailty: A Vital Sign for Older Adults With Cardiovascular Disease","year":2016,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Medicine; Polypharmacy; Disease; Psychosocial; Gerontology; Frailty Index; Vulnerability (computing); Intensive care medicine; Psychiatry","score_opus":0.028933746895563738,"score_gpt":0.2788386991575915,"score_spread":0.24990495226202777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2419518518","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013084465,0.9885207,0.006377796,0.00039033638,0.0011358401,0.0018908407,0.00073412835,0.000013013843,0.00092426554],"genre_scores_gemma":[0.0014468222,0.99134195,0.00034332878,0.00013113915,0.005611528,0.00016068987,0.00012537745,0.00018638684,0.0006527753],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99702126,0.00028829754,0.00092183443,0.00052749435,0.00039003376,0.0008511054],"domain_scores_gemma":[0.99478656,0.00035504415,0.00049884536,0.000985465,0.0007920558,0.0025820525],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00059255847,0.0006122398,0.004635423,0.0007583828,0.00009669972,0.000027418539,0.00043549718,0.00054814946,0.000051217532],"category_scores_gemma":[0.0008172239,0.000379831,0.0037899055,0.00020982754,0.00035145777,0.00009631488,0.000018505467,0.0006731173,0.000044513396],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018423024,0.0000033576703,0.000058618534,0.007288955,0.007911484,0.0037228349,0.000050816532,0.000015005891,3.455697e-8,0.000019518793,0.025087625,0.95565754],"study_design_scores_gemma":[0.003120064,0.0006019045,0.00014574661,0.037514888,0.009238871,0.0075576482,0.000026162656,3.7292673e-7,1.6442124e-7,0.00002405424,0.94135815,0.00041200442],"about_ca_topic_score_codex":0.00014190865,"about_ca_topic_score_gemma":0.00015333913,"teacher_disagreement_score":0.9552455,"about_ca_system_score_codex":0.0006617003,"about_ca_system_score_gemma":0.010915845,"threshold_uncertainty_score":0.99986535},"labels":[],"label_agreement":null},{"id":"W2424935809","doi":"10.1186/s40900-016-0038-7","title":"Giving voice to older adults living with frailty and their family caregivers: engagement of older adults living with frailty in research, health care decision making, and in health policy","year":2016,"lang":"en","type":"review","venue":"Research Involvement and Engagement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; Trinity Western University; Western University; Centre for Health Evaluation and Outcome Sciences; Memorial University of Newfoundland; Université Laval; University of Waterloo; Canadian Nurses Association; Canadian Hospice Palliative Care Association; University of Calgary","funders":"Canadian Frailty Network","keywords":"Gerontology; Family caregivers; Health care; Psychology; Aging in place; Elder care; Medicine; Political science","score_opus":0.16366668123981953,"score_gpt":0.44927332840007184,"score_spread":0.2856066471602523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2424935809","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0579861,0.9258491,0.00022639068,0.0021261352,0.00007969117,0.013104249,0.00017200729,0.000065497574,0.0003908592],"genre_scores_gemma":[0.2426839,0.7538968,0.0015910924,0.00030512124,0.0001978336,0.0009477597,0.000047488677,0.00016664654,0.00016336243],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.98517066,0.0049465313,0.0018606986,0.002311523,0.0030253641,0.0026851941],"domain_scores_gemma":[0.99001396,0.00584511,0.000551213,0.0013780461,0.000888403,0.0013232967],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01748008,0.0010624941,0.0027174684,0.0044999407,0.0008240096,0.00022045657,0.0006228987,0.0003464295,0.00007304874],"category_scores_gemma":[0.0024874147,0.0007168813,0.00013424388,0.002410584,0.0005964697,0.00034413132,0.0024587666,0.0034188065,0.000007709775],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000325522,0.000453033,0.00512521,0.07463099,0.00020652052,0.000053778742,0.09157932,0.000003084572,0.0000011779483,0.000032674056,0.0012811781,0.82630754],"study_design_scores_gemma":[0.0044561196,0.004649584,0.031324606,0.7125269,0.00003748865,0.000018402941,0.11646836,0.000040095925,0.0000029939142,0.000011603159,0.12971143,0.0007523901],"about_ca_topic_score_codex":0.012619299,"about_ca_topic_score_gemma":0.022766342,"teacher_disagreement_score":0.82555515,"about_ca_system_score_codex":0.0036040477,"about_ca_system_score_gemma":0.0033716247,"threshold_uncertainty_score":0.9995282},"labels":[],"label_agreement":null},{"id":"W2462577977","doi":"10.1016/j.archger.2016.07.001","title":"Frailty and life satisfaction in Shanghai older adults: The roles of age and social vulnerability","year":2016,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Shanghai Municipal Education Commission","keywords":"Vulnerability (computing); Life satisfaction; Social vulnerability; Gerontology; Psychology; Association (psychology); Demography; Medicine; Psychological intervention; Social psychology; Psychiatry","score_opus":0.020266759195872303,"score_gpt":0.28030370059827736,"score_spread":0.2600369414024051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2462577977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99280226,0.0017686326,0.00030458544,0.0045963055,0.000047299458,0.00024306843,0.0000265422,0.000008433175,0.00020286506],"genre_scores_gemma":[0.99844456,0.00085326185,0.00048287152,0.000103948885,0.000049844537,0.000008956709,0.0000030339686,0.0000058816854,0.000047649653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915254,0.00013375569,0.00027647553,0.00021158808,0.00007735068,0.00014830592],"domain_scores_gemma":[0.9988966,0.0007791259,0.000118182106,0.00013559315,0.000020235255,0.000050281542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016640035,0.00010270354,0.0003191525,0.00008128929,0.00005718801,0.0000029298133,0.000042513475,0.00010359949,0.000014827344],"category_scores_gemma":[0.0003056451,0.000062023784,0.00003150804,0.000046891477,0.0007468138,0.000057365734,0.00006963888,0.00012108304,2.1680272e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083799224,0.00007596779,0.6119504,0.00032250275,0.000045751978,0.0000065943623,0.0142250545,1.1078659e-7,0.0020079205,0.0007144507,0.00008990513,0.36972335],"study_design_scores_gemma":[0.0026206558,0.00019657069,0.9936423,0.000071472445,0.000041880998,0.000018230801,0.0008553797,0.000022601735,0.00020159112,0.002169573,0.00009559874,0.0000641981],"about_ca_topic_score_codex":0.00023974307,"about_ca_topic_score_gemma":0.0026118082,"teacher_disagreement_score":0.38169184,"about_ca_system_score_codex":0.000005973445,"about_ca_system_score_gemma":0.00003062649,"threshold_uncertainty_score":0.27516663},"labels":[],"label_agreement":null},{"id":"W2466860400","doi":"10.1016/j.reu.2016.06.001","title":"Uso de tecnologías de asistencia y fragilidad en adultos mayores de 80 años y más","year":2016,"lang":"es","type":"article","venue":"Enfermería Universitaria","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Medicine; Autonomy; Descriptive statistics; Activities of daily living; Humanities; Physical therapy; Statistics; Art","score_opus":0.01016470097885537,"score_gpt":0.25264631029461887,"score_spread":0.2424816093157635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2466860400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94962394,0.00091814843,0.0038988923,0.018474923,0.000593626,0.0007797841,0.0002110297,0.00043693848,0.025062703],"genre_scores_gemma":[0.96836567,0.00093720923,0.004616173,0.001033687,0.00082289806,0.000011725632,0.000034495588,0.000116632385,0.024061535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99565214,0.0005673434,0.0004965637,0.0009106871,0.00057041476,0.0018028254],"domain_scores_gemma":[0.9965955,0.0008882954,0.0002494102,0.001118114,0.00028570954,0.0008629485],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00061859196,0.0006840967,0.0007643211,0.0005351391,0.00034855417,0.000072947034,0.0009914214,0.0009843018,0.0038042096],"category_scores_gemma":[0.0014890309,0.00059955503,0.00039516776,0.00046471457,0.000582588,0.00044548657,0.0003773732,0.00082299067,0.0015976613],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018581161,0.0010128316,0.6611205,0.0006512395,0.0023055635,0.006075857,0.017417891,0.00006418739,0.14504014,0.021142008,0.07575597,0.0675557],"study_design_scores_gemma":[0.011671071,0.0014660382,0.73963946,0.003462744,0.00205362,0.0008050207,0.010429319,0.0005996382,0.02112318,0.0018743133,0.20529184,0.0015837672],"about_ca_topic_score_codex":0.0021004048,"about_ca_topic_score_gemma":0.00032060608,"teacher_disagreement_score":0.12953587,"about_ca_system_score_codex":0.0031294345,"about_ca_system_score_gemma":0.0017897739,"threshold_uncertainty_score":0.9996456},"labels":[],"label_agreement":null},{"id":"W2466867856","doi":"10.1016/j.spinee.2016.06.017","title":"Frailty and postoperative outcomes in patients undergoing surgery for degenerative spine disease","year":2016,"lang":"en","type":"article","venue":"The Spine Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":179,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; Centre hospitalier universitaire de Québec; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Perioperative; Context (archaeology); Body mass index; Confounding; Cohort; Logistic regression; Sarcopenia; Population; Retrospective cohort study; Cohort study; Surgery; Physical therapy; Internal medicine","score_opus":0.030646611221443392,"score_gpt":0.29850766793873623,"score_spread":0.2678610567172928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2466867856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9385196,0.0002603504,0.0019501221,0.05838244,0.0003055872,0.00049371447,0.000024718998,0.000013478996,0.000050014012],"genre_scores_gemma":[0.9935631,0.00019245943,0.0008904426,0.0016138501,0.0002397805,0.000020543648,0.000008152165,0.000025565258,0.0034460938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988451,0.000085636675,0.00037209954,0.0001709594,0.00024094842,0.00028524426],"domain_scores_gemma":[0.99912554,0.0001270111,0.000138775,0.00017864032,0.00019950469,0.00023053488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035890803,0.00017383693,0.00034414078,0.00012504896,0.00016412584,0.00003303752,0.000076464945,0.000038588583,0.000060684502],"category_scores_gemma":[0.002351977,0.00008067226,0.000116047704,0.00008561838,0.00010137073,0.00019665757,0.00004611326,0.00017020723,0.0000061125043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005363798,0.0006980068,0.93007666,0.00011994479,0.00036272395,0.0000859313,0.0011301407,0.000018655737,0.0037674054,0.00049981795,0.019497477,0.043206874],"study_design_scores_gemma":[0.005455316,0.00037044808,0.9920217,0.0005509506,0.000057983478,0.000030188789,0.000060827184,0.000041636238,0.00047628034,0.00047514978,0.00033010571,0.0001294329],"about_ca_topic_score_codex":0.000004689194,"about_ca_topic_score_gemma":0.000084703344,"teacher_disagreement_score":0.061945036,"about_ca_system_score_codex":0.00013505288,"about_ca_system_score_gemma":0.0002540546,"threshold_uncertainty_score":0.32897192},"labels":[],"label_agreement":null},{"id":"W2467501349","doi":"10.1186/s12877-016-0309-z","title":"The prevalence and health consequences of frailty in a population-based older home care cohort: a comparison of different measures","year":2016,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; University of Toronto; Ottawa Hospital; Queen's University; University of Ottawa; University of Calgary; Institute for Clinical Evaluative Sciences","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cohort; Comorbidity; Population; Predictive validity; Cohort study; Rehabilitation; Gerontology; Retrospective cohort study; Emergency medicine; Physical therapy; Demography; Internal medicine; Environmental health","score_opus":0.04977110222253138,"score_gpt":0.33121032345334206,"score_spread":0.28143922123081067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2467501349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99113476,0.006392768,0.00037678212,0.0011361281,0.0001125344,0.0007640829,0.000051345225,0.000015659458,0.000015962682],"genre_scores_gemma":[0.9990879,0.00040694408,0.00036253573,0.000028614664,0.000024138119,0.000026560438,0.00000761144,0.000009665481,0.0000459789],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851304,0.00013367513,0.0005527697,0.00020145731,0.0004124056,0.00018665106],"domain_scores_gemma":[0.9985439,0.0005666618,0.00033363767,0.00030727722,0.00016781491,0.00008066472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031205962,0.000120872995,0.00042123994,0.00010147409,0.000047814847,0.0000069153225,0.000105287436,0.00006662896,0.000012339217],"category_scores_gemma":[0.00042383734,0.000066048866,0.000050740575,0.00018180654,0.00016890775,0.000027924973,0.000025443826,0.000076997465,5.2392477e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008179437,0.000072559924,0.99300104,0.0012944977,0.000009803838,4.039471e-7,0.00064024446,0.0000073579827,0.00032765447,0.00007544312,0.00008140236,0.004407786],"study_design_scores_gemma":[0.001580065,0.00023867803,0.9959584,0.0005613666,0.000039119983,0.0000017568196,0.00016623126,0.00007755747,0.0011755194,0.00010062136,0.000026846797,0.00007387148],"about_ca_topic_score_codex":0.00079692836,"about_ca_topic_score_gemma":0.0020182938,"teacher_disagreement_score":0.007953214,"about_ca_system_score_codex":0.00012000494,"about_ca_system_score_gemma":0.0003109874,"threshold_uncertainty_score":0.26933947},"labels":[],"label_agreement":null},{"id":"W2469248000","doi":"10.5770/cgj.19.196","title":"Clinical Frailty Scale in an Acute Medicine Unit: a Simple Tool That Predicts Length of Stay","year":2016,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":246,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Parkwood Institute; Western University; Lawson Health Research Institute; London Health Sciences Centre","funders":"Ontario Ministry of Research and Innovation; Canadian Institutes of Health Research; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Medicine; Delirium; Stressor; Medical record; Emergency medicine; Prospective cohort study; Cohort; Acute medicine; Geriatrics; Internal medicine; Intensive care medicine; Psychiatry","score_opus":0.06348911216204423,"score_gpt":0.3431320391112922,"score_spread":0.27964292694924797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2469248000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881129,0.00031675288,0.00035112543,0.008576776,0.0009953484,0.00036767186,0.00023655622,0.000024031124,0.0010187863],"genre_scores_gemma":[0.99457294,0.0009500374,0.0010272282,0.0010681265,0.0014170778,0.0000050031317,0.000030349911,0.00005111065,0.00087815156],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99687773,0.00023854179,0.00113523,0.00035377152,0.00063055323,0.00076414907],"domain_scores_gemma":[0.9962382,0.00031336854,0.00037486726,0.00060833764,0.00043550265,0.0020297556],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016633372,0.00025265475,0.0007363177,0.00091534725,0.00010411553,0.000025321626,0.00040285563,0.00033027385,0.0010889967],"category_scores_gemma":[0.0012211483,0.00017354023,0.0001486643,0.0006076609,0.00031132821,0.0003553021,0.000039564435,0.0007394973,0.000023783075],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024436548,0.00012302939,0.883564,0.000037409143,0.00015012712,0.0009301626,0.0008595713,0.0000026734256,0.0006316496,0.000038453396,0.03176027,0.081658274],"study_design_scores_gemma":[0.012626058,0.0023449322,0.9226674,0.0005528304,0.00036196425,0.0013390855,0.00053045666,0.00013718344,0.0003067192,0.0009804378,0.05776224,0.00039072268],"about_ca_topic_score_codex":0.005701132,"about_ca_topic_score_gemma":0.10385932,"teacher_disagreement_score":0.09815819,"about_ca_system_score_codex":0.0004933848,"about_ca_system_score_gemma":0.0022969397,"threshold_uncertainty_score":0.99982417},"labels":[],"label_agreement":null},{"id":"W2469648232","doi":"10.1590/0034-7167.2016690304i","title":"Prevalência e fatores associados à fragilidade em idosos não institucionalizados","year":2016,"lang":"pt","type":"article","venue":"Revista Brasileira de Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"MEDLINE; Gerontological nursing; Cross-sectional study; Healthy aging; Public health","score_opus":0.03941072069626699,"score_gpt":0.3213753507114198,"score_spread":0.2819646300151528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2469648232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9532176,0.013790874,0.011969418,0.0036824855,0.0023787916,0.0044356645,0.0014244221,0.0011985084,0.007902193],"genre_scores_gemma":[0.9435795,0.0007631672,0.0004597517,0.0023144763,0.0024581256,0.0001946602,0.00012351882,0.00033710894,0.049769714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9911857,0.0010396937,0.0018842446,0.0017413326,0.001945649,0.0022033348],"domain_scores_gemma":[0.99341655,0.0013300182,0.0008731466,0.002342047,0.00062042224,0.0014177992],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001548421,0.001373985,0.0018665505,0.00050751603,0.0004280955,0.00045188895,0.0013113967,0.0010943124,0.0063093943],"category_scores_gemma":[0.0058186413,0.0011021792,0.00092904724,0.00093570916,0.00047526942,0.00080854987,0.0005869986,0.001234647,0.0064431867],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000519062,0.0012815228,0.738602,0.004603129,0.0015301009,0.0019626184,0.004873657,0.00000870419,0.01952611,0.010204178,0.16291216,0.05397678],"study_design_scores_gemma":[0.008815462,0.0006641381,0.859027,0.013703802,0.0015546993,0.0004955259,0.00068388786,0.00034700416,0.0037687146,0.000112345646,0.10866559,0.002161832],"about_ca_topic_score_codex":0.000057561414,"about_ca_topic_score_gemma":0.000051795305,"teacher_disagreement_score":0.120425016,"about_ca_system_score_codex":0.0021182538,"about_ca_system_score_gemma":0.0014975312,"threshold_uncertainty_score":0.99990106},"labels":[],"label_agreement":null},{"id":"W2472685412","doi":"","title":"Prevalência e fatores associados à fragilidade em idosos não institucionalizados","year":2016,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology","score_opus":0.024246634123979132,"score_gpt":0.2665356716242753,"score_spread":0.2422890375002962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472685412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36823064,0.014748347,0.029959552,0.31019765,0.02327143,0.012619545,0.0038801383,0.005864044,0.23122863],"genre_scores_gemma":[0.9797418,0.0009074923,0.0015206692,0.001241035,0.003686298,0.0007132595,0.0003682306,0.0003600037,0.011461206],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9862839,0.0015070345,0.0027410386,0.0027582888,0.0037268384,0.002982924],"domain_scores_gemma":[0.99009895,0.0015043063,0.0015557859,0.0024753353,0.0018625011,0.0025031262],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0019297502,0.0019566894,0.0020951375,0.0013501216,0.0014743997,0.0005230502,0.002002253,0.0025830376,0.0010988265],"category_scores_gemma":[0.00644959,0.0016295939,0.0011884505,0.0018291514,0.00015955936,0.0014636889,0.00097502605,0.0020946523,0.0007850586],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025111325,0.00514337,0.0166444,0.0018139142,0.003266811,0.002950392,0.0113378605,0.000054684624,0.025442613,0.8625835,0.040927242,0.027324084],"study_design_scores_gemma":[0.009490277,0.0005510862,0.03939665,0.004046547,0.0009621829,0.0030754772,0.0012220694,0.00035881047,0.004712473,0.0006135635,0.9334481,0.0021227752],"about_ca_topic_score_codex":0.0000047991725,"about_ca_topic_score_gemma":0.00042216078,"teacher_disagreement_score":0.89252084,"about_ca_system_score_codex":0.0045510377,"about_ca_system_score_gemma":0.0035211246,"threshold_uncertainty_score":0.99999297},"labels":[],"label_agreement":null},{"id":"W2473860061","doi":"10.1017/cem.2016.223","title":"P047: Frailty assessment to help predict patients at risk of ED-induced delirium","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Delirium; Medicine; Emergency department; Incidence (geometry); Prospective cohort study; Cohort study; Emergency medicine; Cohort; Confusion; Gerontology; Internal medicine; Intensive care medicine; Psychiatry","score_opus":0.05970978580126653,"score_gpt":0.3402458451387052,"score_spread":0.2805360593374387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2473860061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96762043,0.0005446449,0.00046746948,0.016488042,0.009090644,0.0005209129,0.00015112355,0.000011977307,0.0051047322],"genre_scores_gemma":[0.99445075,0.00044694357,0.00038126647,0.000550857,0.0014802365,0.0000072544362,0.000014021797,0.000048240385,0.0026204595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99648976,0.00012693483,0.0015628629,0.00027970705,0.0009448023,0.0005959352],"domain_scores_gemma":[0.99353504,0.00012497592,0.0007880805,0.0005574109,0.002361052,0.0026334561],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007778708,0.0002921103,0.0007746537,0.0006502657,0.00010937204,0.0000019268896,0.0003650502,0.00015279138,0.011180369],"category_scores_gemma":[0.0046457173,0.00018227543,0.00021758451,0.00044550665,0.00011727827,0.00013511625,0.000037170706,0.0003530977,0.000056345423],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012516962,0.000069553505,0.5555315,0.00005467401,0.00025912278,0.00007103954,0.0005603647,0.0000039917545,0.0073632034,0.0000169265,0.4258878,0.010056672],"study_design_scores_gemma":[0.006846698,0.0066341492,0.8803847,0.0022451968,0.0006217453,0.000047126432,0.00031648565,0.000014286041,0.0021109462,0.00011662692,0.10036576,0.00029631436],"about_ca_topic_score_codex":0.005802159,"about_ca_topic_score_gemma":0.022022953,"teacher_disagreement_score":0.32552204,"about_ca_system_score_codex":0.0007915554,"about_ca_system_score_gemma":0.0013664969,"threshold_uncertainty_score":0.99582255},"labels":[],"label_agreement":null},{"id":"W2474697536","doi":"10.1017/cem.2016.224","title":"P048: Listening to care partners: a feasible method to screen for frailty in emergency medical services?","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Interquartile range; Frailty Index; Emergency department; Descriptive statistics; Health care; Gerontology; Emergency medicine; Family medicine; Nursing; Internal medicine","score_opus":0.11699375003958648,"score_gpt":0.43199858055490425,"score_spread":0.3150048305153178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2474697536","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28564936,0.012728352,0.11291967,0.5334622,0.029350944,0.0056705857,0.00042123982,0.000101918406,0.019695688],"genre_scores_gemma":[0.9107117,0.0010862299,0.04292339,0.009220453,0.014569537,0.0002379069,0.00009331873,0.00035806917,0.02079936],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954966,0.00014743948,0.0018550538,0.00047221803,0.0010079012,0.0010208194],"domain_scores_gemma":[0.9922405,0.00016646629,0.00035467237,0.0005140686,0.0014209577,0.0053033475],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018802718,0.0003753446,0.0009815039,0.0013209687,0.0001275015,0.000005311284,0.0006874457,0.00025685024,0.011904997],"category_scores_gemma":[0.004435923,0.00025685632,0.00025864824,0.001219691,0.0000558201,0.00021389803,0.000044931305,0.0004018775,0.000061748106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010692533,0.000114277536,0.17333758,0.0013342333,0.00046151382,0.0013312667,0.029989932,0.00006380786,0.007820922,0.00046054466,0.6070165,0.17700018],"study_design_scores_gemma":[0.009693562,0.0054156417,0.05553323,0.011200999,0.00045266055,0.0002967292,0.008878996,0.00010574487,0.00089316233,0.0006964362,0.9060454,0.0007874325],"about_ca_topic_score_codex":0.018111052,"about_ca_topic_score_gemma":0.24011177,"teacher_disagreement_score":0.6250624,"about_ca_system_score_codex":0.0005628371,"about_ca_system_score_gemma":0.0018619025,"threshold_uncertainty_score":0.9999884},"labels":[],"label_agreement":null},{"id":"W2474796184","doi":"10.1249/01.mss.0000485214.83044.9a","title":"Elder-friendly Approaches To The Surgical Environment","year":2016,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Bed rest; Intervention (counseling); Physical therapy; Population; Activities of daily living; Medical prescription; Gerontology; Surgery; Nursing","score_opus":0.04096774567819856,"score_gpt":0.2669297735110726,"score_spread":0.22596202783287406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2474796184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94434285,0.000144925,0.00032844266,0.04373709,0.0005138858,0.0010921491,0.0000020357345,0.00006008126,0.009778555],"genre_scores_gemma":[0.99222827,0.00033786855,0.0007670085,0.0004427185,0.00027304245,0.00013361253,0.000002044235,0.000020973712,0.0057944455],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9962332,0.000026833812,0.00053969346,0.000796736,0.0016491933,0.00075429125],"domain_scores_gemma":[0.99812067,0.00010619472,0.00009534097,0.0010815068,0.000040950865,0.00055531826],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022030575,0.00026009986,0.00047377657,0.00034470757,0.00015393447,0.000011895954,0.0006303608,0.0000681336,0.0017576402],"category_scores_gemma":[0.00029709234,0.00011798662,0.000060430124,0.0009570977,0.0020021154,0.00020882988,0.00021471645,0.00021584067,0.00024318506],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019458508,0.00027875594,0.32671162,0.000023408893,7.4013724e-7,0.00083430647,0.004477742,0.000014766753,0.00029562702,0.000097636665,0.005993998,0.66107684],"study_design_scores_gemma":[0.0018960728,0.00051103765,0.8888799,0.0011530274,0.00005352711,0.00031512175,0.0013612969,0.00004870602,0.0003022658,0.0002521152,0.1049683,0.00025861792],"about_ca_topic_score_codex":0.00016152115,"about_ca_topic_score_gemma":0.000025956439,"teacher_disagreement_score":0.6608182,"about_ca_system_score_codex":0.00022517574,"about_ca_system_score_gemma":0.00017635162,"threshold_uncertainty_score":0.99915487},"labels":[],"label_agreement":null},{"id":"W2475605502","doi":"10.3389/fpubh.2016.00150","title":"The Gap Between Clinical Research and Standard of Care: A Review of Frailty Assessment Scales in Perioperative Surgical Settings","year":2016,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perioperative; Medicine; Intensive care medicine; Gerontology; Surgery","score_opus":0.23302312622449273,"score_gpt":0.5391411565551212,"score_spread":0.30611803033062845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2475605502","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000028117027,0.9684084,0.000062841085,0.025504136,0.00033057237,0.00391739,0.0005241091,0.000011960926,0.0012124781],"genre_scores_gemma":[0.000089090696,0.9959486,0.0029572446,0.00015006498,0.00022300376,0.0002223453,0.00017883198,0.000050470073,0.00018031677],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9872335,0.005665722,0.0037975518,0.00081243576,0.0015011921,0.000989564],"domain_scores_gemma":[0.99340135,0.0032444424,0.0009691062,0.0009653722,0.00086939894,0.0005503556],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.024437541,0.0003834251,0.0056498884,0.00057804654,0.00012761063,0.000033517008,0.00053335703,0.0004893307,0.000021202362],"category_scores_gemma":[0.0042562727,0.00021808449,0.0003518295,0.001184405,0.0015520154,0.00010434312,0.00033563472,0.0023610375,0.0000016145573],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028983946,0.00007378539,0.0098468205,0.13167033,0.00012041744,0.000014245509,0.00022211889,1.0085216e-9,1.4581524e-9,0.000352654,0.025112309,0.83255833],"study_design_scores_gemma":[0.0011218422,0.0012284267,0.001592274,0.21206805,0.000042164436,0.000013650275,0.00040222405,5.656936e-7,3.3286586e-8,0.0000506673,0.7833553,0.00012481032],"about_ca_topic_score_codex":0.00008092606,"about_ca_topic_score_gemma":0.00008514003,"teacher_disagreement_score":0.8324335,"about_ca_system_score_codex":0.001575571,"about_ca_system_score_gemma":0.0111422185,"threshold_uncertainty_score":0.9999406},"labels":[],"label_agreement":null},{"id":"W2476211998","doi":"10.1590/0034-7167.2016690411i","title":"Association of frailty in hospitalized and institutionalized elderly in the community-dwelling","year":2016,"lang":"en","type":"article","venue":"Revista Brasileira de Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Institutionalisation; Gerontology; Socioeconomic status; Medicine; Activities of daily living; Association (psychology); Psychology; Population; Physical therapy; Environmental health; Psychiatry","score_opus":0.047137615681082816,"score_gpt":0.3243044390916502,"score_spread":0.27716682341056736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2476211998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99518687,0.00031424296,0.00046122522,0.001493575,0.000032648728,0.0004903716,0.000018301995,0.000025500465,0.001977245],"genre_scores_gemma":[0.99842936,0.0001797972,0.00045243892,0.0003759848,0.000039012015,0.000029040935,0.00001776744,0.0000133644635,0.0004632147],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802613,0.00082171796,0.0004568863,0.00014885543,0.00030646272,0.000239966],"domain_scores_gemma":[0.9981336,0.0011869747,0.00017329666,0.0003741657,0.000079773505,0.000052202136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020760107,0.00013897449,0.0003679119,0.00015175159,0.0000699264,0.00003039303,0.00018357685,0.00012990569,0.000059884856],"category_scores_gemma":[0.0021923129,0.00009071254,0.000066471985,0.0003094858,0.00010622909,0.00016467027,0.000046365956,0.00047102166,0.000009725962],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008307261,0.00019123564,0.98669875,0.00024751123,0.000031300042,0.000027429141,0.0020716137,0.000002508512,0.0034395256,0.002537745,0.0005327405,0.004136567],"study_design_scores_gemma":[0.0039884862,0.00012473615,0.9907403,0.0010759779,0.00004114304,0.000024537527,0.00023300195,0.000047362242,0.0002735584,0.00023899903,0.0031002504,0.0001116743],"about_ca_topic_score_codex":0.00030509432,"about_ca_topic_score_gemma":0.00017161881,"teacher_disagreement_score":0.004041522,"about_ca_system_score_codex":0.00028956457,"about_ca_system_score_gemma":0.00011005972,"threshold_uncertainty_score":0.369915},"labels":[],"label_agreement":null},{"id":"W2478947510","doi":"10.1038/ajg.2016.303","title":"A Rapid Bedside Screen to Predict Unplanned Hospitalization and Death in Outpatients With Cirrhosis: A Prospective Evaluation of the Clinical Frailty Scale","year":2016,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":201,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Alexandra Hospital; University of Manitoba; University of Alberta","funders":"","keywords":"Medicine; Cirrhosis; Confidence interval; Odds ratio; Internal medicine; Ascites; Liver disease; Prospective cohort study","score_opus":0.028439580039889105,"score_gpt":0.31665739438676893,"score_spread":0.2882178143468798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2478947510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98996174,0.00003281917,0.0012832719,0.007920849,0.00008135836,0.00067853456,0.000013501695,0.00000420069,0.000023707913],"genre_scores_gemma":[0.9983434,0.00003592021,0.0007137582,0.0007957639,0.000071618146,0.000016578913,8.0846735e-7,0.000013211674,0.0000089346195],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780095,0.00072878716,0.0005923152,0.00016688257,0.00050351385,0.00020754302],"domain_scores_gemma":[0.99817914,0.00013523352,0.00081493106,0.00026923747,0.0004918239,0.00010963285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013927825,0.00011691195,0.00050876656,0.0001273448,0.000027723261,0.00000423644,0.00019190856,0.000026759319,0.000009301474],"category_scores_gemma":[0.0005319886,0.00005080945,0.000073500974,0.00019278508,0.00046339032,0.00007417004,0.00006788854,0.00018228688,8.0764715e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0134220645,0.00017066424,0.9723645,0.0000037245225,0.00014585812,0.000002743791,0.00071566337,0.00003177841,0.00014933938,0.0000015666918,0.00009394936,0.012898168],"study_design_scores_gemma":[0.0064034006,0.030675003,0.96121615,0.00047948118,0.00026786185,0.00022890436,0.00034132655,0.00011206016,0.00014492054,0.00008877451,0.000008573989,0.00003356121],"about_ca_topic_score_codex":0.000052341562,"about_ca_topic_score_gemma":0.00022070298,"teacher_disagreement_score":0.03050434,"about_ca_system_score_codex":0.000106637555,"about_ca_system_score_gemma":0.0001105447,"threshold_uncertainty_score":0.20719492},"labels":[],"label_agreement":null},{"id":"W2479438080","doi":"10.1056/nejm-jw.na41762","title":"Frailty and Postoperative Mortality in Older Patients","year":2016,"lang":"en","type":"article","venue":"Journal watch","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Malnutrition; Dementia; Weight loss; Falling (accident); Gerontology; Elective surgery; Surgery; Obesity; Disease; Internal medicine; Psychiatry","score_opus":0.024035355290239004,"score_gpt":0.3086025313633216,"score_spread":0.28456717607308263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2479438080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9685859,0.000053255568,0.00005057111,0.030199308,0.0001913669,0.00017690443,0.000007922797,0.000009887905,0.0007248938],"genre_scores_gemma":[0.995388,0.00023952754,0.0002338214,0.00078097166,0.00010904511,0.0000032967384,0.0000019376905,0.000012154267,0.0032312502],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999044,0.00005205868,0.00027264887,0.00014913305,0.00027340403,0.00020876774],"domain_scores_gemma":[0.9993983,0.000055848308,0.000066139946,0.00013574706,0.0001606126,0.00018336387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019594003,0.00010584106,0.0002066532,0.00005080016,0.000051436447,0.000020045689,0.000051749652,0.00007174396,0.00030952753],"category_scores_gemma":[0.0002531914,0.00005840672,0.00003989564,0.00007755245,0.00005526438,0.00019805909,0.00003420788,0.00024607466,0.000036126425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005627279,0.00017220066,0.9657323,0.0000099740555,0.000028208453,0.00008767652,0.0009271556,1.3337943e-7,0.0015105638,0.000009303953,0.009163217,0.022303028],"study_design_scores_gemma":[0.0044632377,0.00023150549,0.99002045,0.00028608835,0.000017897786,0.00014364105,0.0000615492,0.0000045765796,0.0011107099,0.00031707383,0.0032550087,0.000088249086],"about_ca_topic_score_codex":0.0000351986,"about_ca_topic_score_gemma":0.000085432686,"teacher_disagreement_score":0.029418336,"about_ca_system_score_codex":0.00015778426,"about_ca_system_score_gemma":0.000049694874,"threshold_uncertainty_score":0.33891097},"labels":[],"label_agreement":null},{"id":"W2483800444","doi":"10.1186/s12875-016-0487-y","title":"Comparison of 10 single and stepped methods to identify frail older persons in primary care: diagnostic and prognostic accuracy","year":2016,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"ZonMw","keywords":"Medicine; Polypharmacy; Geriatrics; Primary care; Multidisciplinary approach; Gerontology; Activities of daily living; MEDLINE; Physical therapy; Family medicine; Intensive care medicine; Psychiatry","score_opus":0.08388640864484091,"score_gpt":0.42591771615659063,"score_spread":0.3420313075117497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2483800444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9763599,0.007455887,0.00777035,0.0027824608,0.00023102642,0.001852848,0.000027244138,0.00006616513,0.00345411],"genre_scores_gemma":[0.88348335,0.0001355645,0.11487304,0.00078437827,0.00006328351,0.000097093915,0.00001173271,0.000043073724,0.0005084631],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976291,0.00053898,0.00055219274,0.0005311456,0.00039485033,0.00035371585],"domain_scores_gemma":[0.9735923,0.025149884,0.00028203437,0.0004431771,0.00028597415,0.0002466447],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007393451,0.00024614806,0.00059232564,0.00022289899,0.000055843968,0.00004919971,0.00012245217,0.0001519449,0.000030384075],"category_scores_gemma":[0.04901953,0.00019474712,0.00004657475,0.00032773768,0.0001581334,0.0006004046,0.0002009343,0.00024837672,0.00003369439],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011256034,0.001265638,0.62298363,0.0019196953,0.00011542618,0.000081776,0.012031317,0.0000046986297,0.17160232,0.000027056843,0.006385364,0.18245748],"study_design_scores_gemma":[0.0042834315,0.0008974743,0.9697809,0.0016508057,0.00044032413,0.00008916548,0.0076363385,0.00003308937,0.0038464132,0.000011778949,0.011056193,0.0002740341],"about_ca_topic_score_codex":0.00020843289,"about_ca_topic_score_gemma":0.00008191559,"teacher_disagreement_score":0.34679732,"about_ca_system_score_codex":0.00017319624,"about_ca_system_score_gemma":0.00021614684,"threshold_uncertainty_score":0.958991},"labels":[],"label_agreement":null},{"id":"W2489554328","doi":"10.1186/s12913-016-1526-z","title":"A framework to assess patient-reported adverse outcomes arising during hospitalization","year":2016,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Health Sciences Centre; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Health informatics; Nursing research; Health administration; Public health; Adverse effect; Quality of Life Research; Pain medicine; Health services research; Intensive care medicine; Emergency medicine; Medical emergency; Nursing; Internal medicine; Anesthesiology; Psychiatry","score_opus":0.08887900111065813,"score_gpt":0.4500614734736979,"score_spread":0.3611824723630398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2489554328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98785067,0.00012720624,0.0031068174,0.0062138606,0.0003017056,0.0018762497,0.000012803915,0.00018372117,0.0003269676],"genre_scores_gemma":[0.98747057,0.00007699935,0.009451289,0.0017053945,0.00018140666,0.00014053765,0.000018773395,0.00006234665,0.00089270505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99555475,0.000351381,0.00073323684,0.000621619,0.0016436048,0.0010954038],"domain_scores_gemma":[0.9965438,0.00065126707,0.00018027268,0.00095364597,0.00079925405,0.000871743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001111192,0.00020226739,0.00042713768,0.0005416466,0.00036040126,0.000047538473,0.0002527678,0.00018065287,0.00019544996],"category_scores_gemma":[0.00081851444,0.0001429154,0.00007972184,0.00109195,0.000054628923,0.0002678646,0.00027631587,0.0003864227,0.00035663188],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026333577,0.00019754545,0.9827598,0.0022140183,0.000038600774,0.000055058652,0.004658079,0.000012856328,0.00084752025,0.000092131355,0.000113809845,0.008747257],"study_design_scores_gemma":[0.0014120874,0.0005215747,0.98789716,0.0045498773,0.000008505917,0.000022524022,0.002421945,0.00010909624,0.0011761746,0.00021987385,0.0014923058,0.00016889388],"about_ca_topic_score_codex":0.0007314818,"about_ca_topic_score_gemma":0.0003647196,"teacher_disagreement_score":0.008578364,"about_ca_system_score_codex":0.000690535,"about_ca_system_score_gemma":0.0006191082,"threshold_uncertainty_score":0.5827921},"labels":[],"label_agreement":null},{"id":"W2497935705","doi":"10.3324/haematol.2016.142810","title":"Innovative approach to older patients with malignant hemopathies","year":2016,"lang":"en","type":"editorial","venue":"Haematologica","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Medicine; Internal medicine; Gerontology; Intensive care medicine","score_opus":0.011568700071233647,"score_gpt":0.2597224867590249,"score_spread":0.24815378668779123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2497935705","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012040199,0.00031484693,0.0021883794,0.0021659716,0.90884465,0.0070296023,0.0013121543,0.00088831893,0.065215856],"genre_scores_gemma":[0.053161208,0.00009457511,0.027475512,0.0023534968,0.88013715,0.002213658,0.004924538,0.00054233975,0.029097516],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995975,0.00009412539,0.00062195066,0.0011132297,0.0014863156,0.0007093362],"domain_scores_gemma":[0.99590904,0.00045308526,0.00038306406,0.0009741139,0.001926876,0.00035382962],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021324935,0.0007137774,0.001557743,0.00032840137,0.000111062924,0.000043730277,0.0004167563,0.0011250802,0.0001788061],"category_scores_gemma":[0.00293457,0.00037795698,0.00010653926,0.00067339285,0.0002577559,0.00008836046,0.0002655095,0.00083334534,0.00047844579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006375358,0.0005914349,0.0020630276,0.00058518077,0.00017862559,0.00018298617,0.00040769763,1.6264377e-7,0.000004879412,0.00020062261,0.9937874,0.0013604658],"study_design_scores_gemma":[0.005080394,0.001957868,0.003975839,0.004147294,0.00018363132,0.00008159288,0.000107731415,9.1221807e-7,0.00028727023,0.000071877,0.98315936,0.0009462498],"about_ca_topic_score_codex":0.00001613662,"about_ca_topic_score_gemma":0.0000033244512,"teacher_disagreement_score":0.04112101,"about_ca_system_score_codex":0.00018599092,"about_ca_system_score_gemma":0.00045798603,"threshold_uncertainty_score":0.99986726},"labels":[],"label_agreement":null},{"id":"W2499565498","doi":"10.1186/s13613-016-0161-5","title":"Designing and conducting a cluster-randomized trial of ICU admission for the elderly patients: the ICE-CUB 2 study","year":2016,"lang":"en","type":"article","venue":"Annals of Intensive Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Ministère de la Santé","keywords":"Medicine; Randomized controlled trial; Referral; Anesthesiology; Intensive care unit; Cluster randomised controlled trial; Quality of life (healthcare); Emergency medicine; Cluster (spacecraft); Physical therapy; Family medicine; Intensive care medicine; Internal medicine; Nursing","score_opus":0.11449782445331529,"score_gpt":0.370074594215501,"score_spread":0.2555767697621857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2499565498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.970993,0.00081360945,0.00054993964,0.021268582,0.00038851768,0.005874824,0.00003391174,0.000012665006,0.00006496148],"genre_scores_gemma":[0.9959656,0.00009112028,0.00013036044,0.0033764194,0.00013170856,0.00015683468,0.00000539542,0.000018497718,0.00012406879],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99859357,0.00024614367,0.00051076757,0.00020273,0.00027092936,0.00017587315],"domain_scores_gemma":[0.97756374,0.0054587433,0.00039349796,0.00031312343,0.01620764,0.0000632725],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00073095027,0.00014703373,0.0006033911,0.00005566753,0.00009819725,0.000009449287,0.00012697284,0.000059650847,0.000011454681],"category_scores_gemma":[0.06270313,0.00005760497,0.00020941882,0.0000746348,0.0002554365,0.00006988375,0.000073262796,0.00009903234,6.547775e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.85339564,0.00024143672,0.0018978321,0.00030251854,0.0009842919,0.000004727118,0.04171788,0.0000013039489,0.0057718535,0.000022402006,0.032782905,0.06287723],"study_design_scores_gemma":[0.76029426,0.009274962,0.0004199378,0.0014549767,0.0005216351,0.0000056218846,0.18688205,0.000020983913,0.040603288,0.00010751883,0.0002925361,0.00012223567],"about_ca_topic_score_codex":0.00010232994,"about_ca_topic_score_gemma":0.000014648332,"teacher_disagreement_score":0.14516416,"about_ca_system_score_codex":0.000011282619,"about_ca_system_score_gemma":0.0000614321,"threshold_uncertainty_score":0.9451921},"labels":[],"label_agreement":null},{"id":"W2503600873","doi":"10.1161/circoutcomes.6.suppl_1.a175","title":"Abstract 175: Evaluation of 30-day Mortality in Patients With ST-Elevation Myocardial Infarction (STEMI) Across All Hospital Centers Performing Primary Percutaneous Coronary Intervention (PPCI) in Quebec, Canada","year":2013,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Paul's Hospital; Université de Sherbrooke; Jewish General Hospital; Montreal Heart Institute; Cegep regional de Lanaudiere; Cégep de Lévis; Institut universitaire de cardiologie et de pneumologie de Québec; Santé Montérégie; Institut National d'Excellence en Santé et en Services Sociaux","funders":"","keywords":"Medicine; Gee; Myocardial infarction; Percutaneous coronary intervention; TIMI; Reperfusion therapy; Cardiogenic shock; Mortality rate; Emergency medicine; Internal medicine; Generalized estimating equation; Cardiology","score_opus":0.027024105850218926,"score_gpt":0.29018157243385356,"score_spread":0.26315746658363465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2503600873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969589,0.00029809313,0.00012304103,0.0002224505,0.00028922324,0.0019928813,0.000041158706,0.000022258275,0.00005197131],"genre_scores_gemma":[0.9987813,0.000018538,0.000022507798,0.000119201606,0.000034248787,0.000067434354,0.00092662487,0.00002185747,0.000008268699],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962366,0.0004755168,0.00093019643,0.00043774172,0.0016320767,0.0002878169],"domain_scores_gemma":[0.9984839,0.00011465571,0.0002952051,0.00044459972,0.00056721753,0.00009445389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024262322,0.0002436137,0.0007042703,0.00012982641,0.00006041939,0.000038127684,0.000066693734,0.00015918356,0.000054487373],"category_scores_gemma":[0.00036262392,0.00023017221,0.00030372286,0.00018827374,0.00007933403,0.0006437748,0.00003835936,0.00024207131,0.0000018580652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043265183,0.00017513841,0.9436173,0.00038957415,0.00073756167,0.000005960484,0.001202619,0.004717164,0.000039935807,0.0000021494855,0.000009517148,0.049059857],"study_design_scores_gemma":[0.0052777147,0.000053570126,0.99167264,0.0002428974,0.00029591355,0.0000048902157,0.0010380276,0.0011218892,0.000009099216,0.000016982254,0.00002276006,0.00024363447],"about_ca_topic_score_codex":0.45288244,"about_ca_topic_score_gemma":0.2520141,"teacher_disagreement_score":0.20086834,"about_ca_system_score_codex":0.0015851364,"about_ca_system_score_gemma":0.00025187942,"threshold_uncertainty_score":0.938615},"labels":[],"label_agreement":null},{"id":"W2503668660","doi":"10.1186/s13054-016-1393-3","title":"Erratum to: A prospective multicenter cohort study of frailty in younger critically ill patients","year":2016,"lang":"en","type":"erratum","venue":"Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of British Columbia; University of Alberta; Population Health Research Institute; McMaster University; University of Alberta Hospital","funders":"","keywords":"Medicine; Family medicine; Oral medicine; University hospital; Gerontology; Emergency medicine; Dentistry","score_opus":0.018192118009131855,"score_gpt":0.3274184713053931,"score_spread":0.30922635329626125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2503668660","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3712501,0.0025967327,0.00013612364,0.012274479,0.08231229,0.03514077,0.0046230624,0.0005785933,0.49108782],"genre_scores_gemma":[0.97443455,0.0000118138405,0.00027135987,0.0033758355,0.0009813755,0.0007288582,0.00036020583,0.00017686974,0.019659106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947536,0.0002015178,0.0011037418,0.0013663763,0.0016171007,0.00095765654],"domain_scores_gemma":[0.9873069,0.00035964666,0.00008023244,0.0012047215,0.010404059,0.00064445846],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016874228,0.00068568747,0.0016122356,0.0004145037,0.00006511451,0.000041136547,0.00040837823,0.00087268185,0.00042632807],"category_scores_gemma":[0.021452842,0.0005554016,0.00024693983,0.00035994116,0.00039060914,0.00017148604,0.0003727231,0.0017418733,0.00018268616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007218959,0.004776416,0.53208923,0.0027463955,0.00019412297,0.00050010084,0.0050964733,9.3965006e-8,0.000029537547,0.00012630603,0.45289806,0.00082134624],"study_design_scores_gemma":[0.007159523,0.0049846186,0.9598285,0.0048847706,0.00073152565,0.000007633861,0.006247124,0.000005675928,0.000055012755,0.00018590862,0.015128767,0.0007809285],"about_ca_topic_score_codex":0.00018472134,"about_ca_topic_score_gemma":0.0004283819,"teacher_disagreement_score":0.60318446,"about_ca_system_score_codex":0.00092966267,"about_ca_system_score_gemma":0.00037119715,"threshold_uncertainty_score":0.99968976},"labels":[],"label_agreement":null},{"id":"W2503865402","doi":"10.1177/1049909116660517","title":"The Feasibility of Creating Partnerships Between Palliative Care Volunteers and Healthcare Providers to Support Rural Frail Older Adults and Their Families: An Integrative Review","year":2016,"lang":"en","type":"review","venue":"American Journal of Hospice and Palliative Medicine®","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"General partnership; Palliative care; Medicine; Critical appraisal; Qualitative research; Nursing; Health care; Rural area; Alternative medicine; Sociology; Political science","score_opus":0.08098000226612384,"score_gpt":0.408054951959981,"score_spread":0.32707494969385714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2503865402","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01804279,0.9715063,0.00008352921,0.0070766923,0.0001206122,0.0028536203,0.0002101813,0.000014349428,0.00009191233],"genre_scores_gemma":[0.050769195,0.94732815,0.00027594762,0.00095354917,0.00042361135,0.00006754719,0.000058856112,0.00006235885,0.000060774477],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99491394,0.0011043953,0.002105199,0.00063880807,0.0006969292,0.0005407453],"domain_scores_gemma":[0.99061286,0.0034977607,0.00284071,0.00053861056,0.001589528,0.0009205107],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014215098,0.00088719366,0.004954545,0.00026055524,0.00023238822,0.0000268612,0.0003684899,0.00016818594,0.000018923967],"category_scores_gemma":[0.0030353204,0.00039673867,0.0003432336,0.00059361296,0.0024316474,0.00020745919,0.000117181204,0.0011767364,0.0000010224163],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001983923,0.00002653917,0.042860918,0.023118403,0.00061684346,0.000013892828,0.050162695,7.3478383e-9,5.044848e-7,0.000013424291,0.00042886636,0.88255954],"study_design_scores_gemma":[0.0024678207,0.025764612,0.023764716,0.57416344,0.0024895594,0.00008038837,0.28952783,0.0000010462384,0.0000040273258,0.00003944128,0.08107492,0.0006221948],"about_ca_topic_score_codex":0.00064403,"about_ca_topic_score_gemma":0.0004456998,"teacher_disagreement_score":0.8819373,"about_ca_system_score_codex":0.00030808445,"about_ca_system_score_gemma":0.0008066471,"threshold_uncertainty_score":0.9998484},"labels":[],"label_agreement":null},{"id":"W2507341262","doi":"10.1111/ggi.12868","title":"Frailty syndrome in patients with heart rhythm disorders","year":2016,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Sinus rhythm; Logistic regression; Frailty syndrome; Cardiology; Atrial fibrillation; Frailty Index","score_opus":0.015161849770657524,"score_gpt":0.27169772674952763,"score_spread":0.2565358769788701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2507341262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9501506,0.00045145385,0.0024355764,0.037913892,0.004253712,0.0008144,0.0002139549,0.00014630139,0.00362008],"genre_scores_gemma":[0.99097633,0.00060251524,0.0038716064,0.0010897955,0.00036789928,0.00014383475,0.00027909732,0.00007384638,0.0025950887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99587613,0.00012933246,0.0010697136,0.0011910397,0.000894502,0.0008392671],"domain_scores_gemma":[0.9975245,0.00048150858,0.00046061745,0.0005641685,0.00065734424,0.00031187147],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041061713,0.0005821996,0.0008568504,0.0011048337,0.00011871079,0.00006936568,0.0005773892,0.0005825749,0.0011732],"category_scores_gemma":[0.0006227348,0.0004505499,0.00018230916,0.0003743913,0.00042941933,0.0005683617,0.00028454492,0.0004746286,0.00012206492],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015213691,0.0007628608,0.9768464,0.000028086291,0.0004469095,0.00014614238,0.00020825425,0.000008638132,0.00006734822,0.003875876,0.0034308597,0.01265724],"study_design_scores_gemma":[0.012347574,0.00083371426,0.94551444,0.000075061515,0.000103680555,0.0009857772,0.000053384254,0.000083405976,0.000018798484,0.0014680047,0.037961043,0.00055509916],"about_ca_topic_score_codex":0.0003325276,"about_ca_topic_score_gemma":0.0013341266,"teacher_disagreement_score":0.040825687,"about_ca_system_score_codex":0.0006119155,"about_ca_system_score_gemma":0.00021345152,"threshold_uncertainty_score":0.9997946},"labels":[],"label_agreement":null},{"id":"W2508168573","doi":"10.1200/jco.2015.33.15_suppl.tps9634","title":"A feasibility trial of geriatric assessment and integrated care plan for older cancer patients.","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; Jewish General Hospital; University of Toronto","funders":"","keywords":"Medicine; Psychological intervention; Geriatric oncology; Randomized controlled trial; Intervention (counseling); Randomization; Life expectancy; Geriatrics; Palliative care; Advance care planning; Cancer; Physical therapy; Family medicine; Nursing; Internal medicine; Population","score_opus":0.22709674294730464,"score_gpt":0.5358723318071381,"score_spread":0.30877558885983347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508168573","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99242675,0.00034798976,0.00014713847,0.002485253,0.0029407982,0.0010461493,0.00004202684,0.000004985704,0.0005589096],"genre_scores_gemma":[0.9927268,0.00013995111,0.0056205313,0.0004275164,0.00095435977,0.000016911252,0.0000136269855,0.000011699836,0.00008860532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99687636,0.00033187968,0.0021191142,0.00016982942,0.0003477255,0.00015509156],"domain_scores_gemma":[0.99414635,0.0016257855,0.0016413918,0.00014625225,0.0020348665,0.0004053308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023022026,0.00011103084,0.0013833126,0.0000928934,0.000014915694,0.000004626729,0.00010174476,0.0003342125,0.000034415727],"category_scores_gemma":[0.0065637985,0.00007293059,0.00028793287,0.000101750426,0.00014774594,0.00006731722,0.000037466787,0.0005598298,4.950975e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.123837896,0.0037984473,0.6637515,0.00015448079,0.00030924613,0.000025999876,0.00060070504,0.0000052290948,0.000010948774,0.000015523565,0.016525937,0.19096413],"study_design_scores_gemma":[0.30401188,0.05659547,0.61421037,0.00013806562,0.00062917965,0.000022174736,0.00074705796,0.0000709997,0.000022755172,0.00017054242,0.023292558,0.00008892481],"about_ca_topic_score_codex":0.000074506854,"about_ca_topic_score_gemma":0.000108886816,"teacher_disagreement_score":0.1908752,"about_ca_system_score_codex":0.00046054073,"about_ca_system_score_gemma":0.0046517565,"threshold_uncertainty_score":0.82520163},"labels":[],"label_agreement":null},{"id":"W2508472868","doi":"10.1016/j.cjca.2015.07.331","title":"USEFULNESS OF FRAILTY IN AORTIC STENOSIS POPULATION","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Frailty Index; Internal medicine; Stenosis; Cardiology; Ejection fraction; Population; Gerontology; Emergency medicine; Heart failure","score_opus":0.06585179159266531,"score_gpt":0.288303145648546,"score_spread":0.22245135405588068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508472868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950401,0.00022905057,0.00033788895,0.0012469707,0.00064794533,0.00009230022,0.0000086390155,0.000002194123,0.0023948653],"genre_scores_gemma":[0.99924743,0.0000059111967,0.00019722177,0.000115930256,0.00034595735,0.0000013422541,0.000006523858,0.000010568104,0.000069136324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989996,0.00011214667,0.00045638112,0.0000788119,0.00013892622,0.00021413478],"domain_scores_gemma":[0.9987421,0.000048923754,0.00017233856,0.00015999499,0.00033356654,0.0005430832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041871198,0.00007628777,0.0005187156,0.000433101,0.000011295457,0.0000034557083,0.000098339384,0.00012643012,0.000016212214],"category_scores_gemma":[0.0008221285,0.000068805566,0.0001019299,0.00018633982,0.00008259398,0.000070842005,0.0000058104515,0.00022419829,0.0000047366766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056272685,0.0000025133368,0.987152,0.000021640892,0.00006934112,0.00023050953,0.00038907432,0.0016856918,0.00007444382,0.00006133073,0.0046304422,0.005626758],"study_design_scores_gemma":[0.00157279,0.00034898226,0.9910097,0.00011186063,0.000070107184,0.00045098414,0.00029810896,0.00003154372,0.00013643513,0.00047281882,0.005432904,0.0000637662],"about_ca_topic_score_codex":0.0065187607,"about_ca_topic_score_gemma":0.0056504756,"teacher_disagreement_score":0.0055629923,"about_ca_system_score_codex":0.00030638115,"about_ca_system_score_gemma":0.0010742019,"threshold_uncertainty_score":0.985446},"labels":[],"label_agreement":null},{"id":"W2509522944","doi":"10.1097/mcc.0000000000000342","title":"How does prior health status (age, comorbidities and frailty) determine critical illness and outcome?","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Comorbidity; Medicine; Critical illness; Mental illness; Severity of illness; Acute illness; MEDLINE; Illness severity; Psychiatry; Gerontology; Mental health; Intensive care medicine; Critically ill; Internal medicine","score_opus":0.2823514375840405,"score_gpt":0.5126267686492175,"score_spread":0.230275331065177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2509522944","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000027295657,0.9833113,0.00013916989,0.005227705,0.0075686118,0.0013873533,0.0021804364,0.00009803781,0.000060073362],"genre_scores_gemma":[0.0019368286,0.9953493,0.0003291927,0.00010585877,0.0012627384,0.00029099474,0.0005087372,0.00010631595,0.00011004277],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956944,0.0003959719,0.0011475757,0.0010733354,0.0006167134,0.0010720046],"domain_scores_gemma":[0.99541205,0.0025322433,0.00012617484,0.0006212277,0.00030180634,0.0010064772],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024427415,0.0007844716,0.0028763406,0.00042217525,0.00019488201,0.00022704518,0.00019152816,0.00045615883,0.000080607744],"category_scores_gemma":[0.0052773072,0.00050307094,0.00027264823,0.00020370613,0.001301733,0.00022544629,0.0003468918,0.0011782835,0.000009520181],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000119778915,0.00007839508,0.0007692375,0.22949992,0.000013568194,0.000030324414,0.00036080147,7.6499623e-10,3.5173954e-8,0.0024257733,0.0009098043,0.76590014],"study_design_scores_gemma":[0.0010863777,0.00032926118,0.00049533736,0.09634745,0.00016859359,0.00015844134,0.000872093,0.0000015626084,4.2820787e-7,0.00026992566,0.89965713,0.0006133837],"about_ca_topic_score_codex":0.000023386274,"about_ca_topic_score_gemma":0.000029680654,"teacher_disagreement_score":0.8987473,"about_ca_system_score_codex":0.0004346221,"about_ca_system_score_gemma":0.0005110567,"threshold_uncertainty_score":0.9997421},"labels":[],"label_agreement":null},{"id":"W2510514152","doi":"10.1097/mlr.0000000000000636","title":"Patterns of Hospitalization Risk for Women Surviving Into Very Old Age","year":2016,"lang":"en","type":"article","venue":"Medical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"NSW Ministry of Health; Australian Government","keywords":"Medicine; Latent class model; Demography; Cohort; Quarter (Canadian coin); Gerontology; Cohort study; Population; Health care; Environmental health","score_opus":0.008671890485820809,"score_gpt":0.2665528885720275,"score_spread":0.25788099808620674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2510514152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98641545,0.00014558423,0.011063771,0.0012570225,0.0003816856,0.0003239684,0.00007892123,0.000051753275,0.0002818255],"genre_scores_gemma":[0.99788725,0.000097460914,0.00016909327,0.00026027122,0.00026610444,0.00006622629,0.000060466842,0.000023847751,0.0011692639],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987435,0.000040971907,0.00024739612,0.00019573129,0.00054747507,0.00022492386],"domain_scores_gemma":[0.99899006,0.00027323078,0.00007747103,0.00025603492,0.00017068848,0.00023251606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027260656,0.00009810105,0.00024897626,0.000055513774,0.000028996863,0.0000040365558,0.00011269165,0.00013974405,0.00051282335],"category_scores_gemma":[0.0028739027,0.00006413865,0.00007091058,0.000068846566,0.000055279208,0.000048005913,0.00005226824,0.00008290751,0.000010283945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007287851,0.000062269624,0.819345,0.0010606461,0.000055204117,0.000041848398,0.011340786,2.4776128e-7,0.0004444176,0.00006447002,0.0016014166,0.16591083],"study_design_scores_gemma":[0.010369558,0.0020497516,0.9401401,0.003716434,0.00013927586,0.000014710957,0.0068891696,0.000097600925,0.0075526014,0.0008267839,0.02779336,0.00041061698],"about_ca_topic_score_codex":0.00025844437,"about_ca_topic_score_gemma":0.00042147766,"teacher_disagreement_score":0.16550021,"about_ca_system_score_codex":0.00017699332,"about_ca_system_score_gemma":0.00008305924,"threshold_uncertainty_score":0.5615056},"labels":[],"label_agreement":null},{"id":"W2511753965","doi":"10.14813/ibra.2016.41","title":"DOCTORS AND OLDER PATIENTS’ HEALTH LITERACY ON FUNCTIONAL DECLINE AND FRAILTY, RELATED TO AGEING - data from Romania and Latvia","year":2016,"lang":"en","type":"article","venue":"BIOPHILIA","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Adidas (Canada)","funders":"","keywords":"Literacy; Medicine; Health literacy; Population ageing; Gerontology; Population; Ageing; Demography; Health care; Political science; Environmental health; Sociology; Law","score_opus":0.04041678976544562,"score_gpt":0.31741724485710365,"score_spread":0.27700045509165805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511753965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98492503,0.0006284451,0.000046494122,0.01301801,0.00029655013,0.00041903078,0.0004976318,0.00006211877,0.00010666583],"genre_scores_gemma":[0.99480593,0.00019283351,0.0008524427,0.0024250017,0.0001572874,0.0000054060138,0.00048039615,0.000028248975,0.001052434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848247,0.00004187618,0.00033236336,0.00063808967,0.00026593314,0.00023928337],"domain_scores_gemma":[0.99871385,0.00021529058,0.0000840794,0.0005554145,0.0000627517,0.00036861593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016088878,0.00019519983,0.00027274922,0.00011187732,0.00008783012,0.000042719224,0.000090696776,0.00010192778,0.00019214494],"category_scores_gemma":[0.00027949925,0.00013533619,0.000015327863,0.00010644694,0.00008448991,0.00022254862,0.0003576633,0.00012893286,0.00005876193],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050379493,0.00025813602,0.77303493,0.0001025716,0.00012260774,0.000048501897,0.0011966719,1.142211e-7,0.0036070968,0.00016525963,0.02327185,0.19768849],"study_design_scores_gemma":[0.0035799092,0.00052723713,0.9689514,0.00064855337,0.000029934383,0.000013714369,0.00001102169,0.000060197857,0.00005601067,0.0002879417,0.025678683,0.00015539536],"about_ca_topic_score_codex":0.00028962336,"about_ca_topic_score_gemma":0.000068895984,"teacher_disagreement_score":0.1975331,"about_ca_system_score_codex":0.000049958344,"about_ca_system_score_gemma":0.00003581918,"threshold_uncertainty_score":0.55188495},"labels":[],"label_agreement":null},{"id":"W2512678921","doi":"10.1111/anae.13616","title":"Frailty assessment – who, when and how?","year":2016,"lang":"en","type":"letter","venue":"Anaesthesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Population; Scale (ratio); Test (biology); Download; Elective surgery; Medical emergency; Surgery; World Wide Web","score_opus":0.028545505206775585,"score_gpt":0.285093454950807,"score_spread":0.25654794974403144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512678921","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017742096,0.00056670635,0.00016975164,0.9846916,0.00018662747,0.000553585,0.00003413738,0.00014305525,0.011880312],"genre_scores_gemma":[0.002030259,0.00068391213,0.0026476097,0.86675876,0.0049270517,0.00007269491,0.00019896092,0.00015496062,0.12252579],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99781,0.00009943423,0.0002236763,0.00066854473,0.00062871154,0.00056961644],"domain_scores_gemma":[0.99850196,0.00010005794,0.00016794933,0.00095064664,0.000114001,0.00016536695],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017087453,0.0004644014,0.0007576638,0.00018928623,0.00007162639,0.00008393381,0.00022585901,0.00092038687,0.0003982247],"category_scores_gemma":[0.000054487766,0.00033460598,0.00015954592,0.000065487686,0.00019968946,0.0001224324,0.00008158335,0.0013101037,0.00015834394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007396671,0.0000108004215,0.0034049076,0.00019919843,0.00011080057,0.0016516023,0.000065690234,4.16884e-9,0.000024702487,0.00005737695,0.9261783,0.06828925],"study_design_scores_gemma":[0.0009518815,0.00040038847,0.011826638,0.00082706654,0.00020911843,0.00025097013,0.00001028288,0.0000068137556,0.000032418397,0.0005398427,0.984555,0.0003895703],"about_ca_topic_score_codex":0.000065212334,"about_ca_topic_score_gemma":0.000011949773,"teacher_disagreement_score":0.117932856,"about_ca_system_score_codex":0.00016373763,"about_ca_system_score_gemma":0.00020908905,"threshold_uncertainty_score":0.9999106},"labels":[],"label_agreement":null},{"id":"W2512818468","doi":"10.1007/s00520-016-3379-8","title":"Four-week prehabilitation program is sufficient to modify exercise behaviors and improve preoperative functional walking capacity in patients with colorectal cancer","year":2016,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":167,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; McGill University; Concordia University; McGill University Health Centre","funders":"Fondation de l'Hôpital Général de Montréal","keywords":"Prehabilitation; Medicine; Physical therapy; Quality of life (healthcare); Colorectal cancer; Timed Up and Go test; Preoperative care; Cancer; Surgery; Internal medicine; Nursing","score_opus":0.023242921761915825,"score_gpt":0.29149896776263984,"score_spread":0.268256046000724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512818468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99389255,0.00014866183,0.000022376287,0.000770886,0.00031468784,0.004128861,0.00062585465,0.000039278344,0.000056862722],"genre_scores_gemma":[0.9948609,0.00002694628,0.00045007744,0.00015296666,0.00004820608,0.0042571067,0.00004024867,0.000034175195,0.00012940352],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980283,0.000050175167,0.00036593867,0.00065968814,0.00047657173,0.00041935054],"domain_scores_gemma":[0.9985354,0.00008085037,0.00011141311,0.0001652412,0.0009208381,0.0001862639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010566345,0.000256883,0.00035314914,0.00020307057,0.00004864291,0.00001853521,0.0000559784,0.00011668534,0.0002745818],"category_scores_gemma":[0.00012795825,0.00017814337,0.000044637396,0.00034115184,0.00019788364,0.0002689902,0.000051209034,0.00020729087,0.000003844529],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017654441,0.00048222207,0.87939954,0.00012942844,0.00002325294,0.000007548558,0.02489416,0.000043897355,0.0007433059,0.000002143293,0.00017717687,0.09233191],"study_design_scores_gemma":[0.004471728,0.0035709415,0.98065037,0.0013661538,0.000066189,9.2907686e-7,0.0024106447,0.000029144738,0.007089053,0.0000063950306,0.000080213234,0.00025823433],"about_ca_topic_score_codex":0.0019550826,"about_ca_topic_score_gemma":0.008998739,"teacher_disagreement_score":0.101250865,"about_ca_system_score_codex":0.0018762145,"about_ca_system_score_gemma":0.00043611982,"threshold_uncertainty_score":0.7264476},"labels":[],"label_agreement":null},{"id":"W2512929590","doi":"10.1093/gerona/glw160","title":"Changes in the Lethality of Frailty Over 30 Years: Evidence From Two Cohorts of 70-Year-Olds in Gothenburg Sweden","year":2016,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Cohort; Medicine; Gerontology; Demography; Cohort study; Prospective cohort study; Population; Frailty Index; Proportional hazards model; Environmental health; Internal medicine","score_opus":0.1045549219711844,"score_gpt":0.37455656066488596,"score_spread":0.27000163869370153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512929590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9738663,0.003641328,0.000024839652,0.02164057,0.00012713087,0.00038589523,0.000039773935,0.000006676485,0.0002674809],"genre_scores_gemma":[0.99686605,0.0022992657,0.00019155882,0.00029085332,0.00012239505,0.000014156884,9.88621e-7,0.0000135058235,0.00020122553],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978046,0.00056581025,0.000705859,0.0001923174,0.00044180072,0.000289607],"domain_scores_gemma":[0.997064,0.0014269281,0.00057435385,0.0007457127,0.00014164904,0.00004734406],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018642402,0.00015913953,0.0007612402,0.00011405926,0.000019519503,0.0000052244495,0.00051192846,0.00015031194,0.0012332163],"category_scores_gemma":[0.00112642,0.00008060121,0.00010116094,0.00017783412,0.00072668504,0.00019766991,0.000110682995,0.00029698905,0.0000052907635],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001301915,0.0001966095,0.88394636,0.000102419224,0.00020751005,0.00007440319,0.015951807,0.0000061347687,0.08712151,0.00017270104,0.002004151,0.008914456],"study_design_scores_gemma":[0.0017271785,0.00042805553,0.97478783,0.001939329,0.00007549209,0.000083774896,0.0015884168,0.0000030435144,0.016585942,0.0022013886,0.00049357937,0.000085961045],"about_ca_topic_score_codex":0.005256402,"about_ca_topic_score_gemma":0.019229215,"teacher_disagreement_score":0.09084145,"about_ca_system_score_codex":0.00005931456,"about_ca_system_score_gemma":0.00009431808,"threshold_uncertainty_score":0.9996798},"labels":[],"label_agreement":null},{"id":"W2513421120","doi":"10.1111/jgs.14492","title":"Influence of Studies Published by the <i>Journal of the American Geriatrics Society</i> : Top 20 Articles from 2000–2015","year":2016,"lang":"en","type":"review","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geriatrics; Medicine; Editorial board; Gerontology; Geriatric oncology; Perspective (graphical); Geriatric care; Family medicine; Medical education; Library science; Nursing; Psychiatry; Cancer","score_opus":0.02489289805570759,"score_gpt":0.3282360032979608,"score_spread":0.3033431052422532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513421120","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09572097,0.89033777,0.000110261535,0.011559065,0.0012372512,0.0006987876,0.00030310237,0.00001562741,0.000017144877],"genre_scores_gemma":[0.0034787026,0.9894422,0.002058294,0.002309165,0.0021470143,0.000009088653,0.0000028845502,0.00011823367,0.0004343677],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99138784,0.0012688935,0.003560954,0.00039859314,0.0026299218,0.00075379235],"domain_scores_gemma":[0.9694028,0.0035154915,0.022193564,0.0016830087,0.002861502,0.00034364578],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0037659376,0.0008324806,0.004768286,0.00013288295,0.000349279,0.00011547129,0.0034001176,0.00023683682,0.00002273575],"category_scores_gemma":[0.0035318828,0.00034309123,0.005680929,0.0039703893,0.0032184278,0.00041115508,0.0009238689,0.002595116,0.0000052182986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017210715,0.0003602217,0.002469092,0.0019299451,0.0065684193,0.000009657883,0.0054072286,0.000080131475,0.00064840785,0.0000022594663,0.8080328,0.17431974],"study_design_scores_gemma":[0.0021133984,0.001129653,0.002504255,0.007631897,0.011862355,0.0009258788,0.0070643057,0.000011046893,0.00018258374,0.00025327268,0.96562123,0.0007001168],"about_ca_topic_score_codex":0.0002612449,"about_ca_topic_score_gemma":0.000006642757,"teacher_disagreement_score":0.17361963,"about_ca_system_score_codex":0.0013238025,"about_ca_system_score_gemma":0.00350906,"threshold_uncertainty_score":0.9999021},"labels":[],"label_agreement":null},{"id":"W2513586864","doi":"10.1002/gps.4559","title":"Is it better to be happy or not depressed? Depression mediates the effect of psychological well‐being on adverse health outcomes in older adults","year":2016,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Ottawa Mental Health Centre; Nova Scotia Health Authority; Dalhousie University; University of Ottawa","funders":"Dalhousie University","keywords":"Depression (economics); Psychology; Adverse effect; Psychiatry; Clinical psychology; Gerontology; Medicine; Internal medicine","score_opus":0.016216767186753377,"score_gpt":0.3510214193335301,"score_spread":0.33480465214677674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513586864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8153225,0.00012858931,0.0002132828,0.17987652,0.0036773758,0.00045724973,0.00002654545,0.000011542025,0.00028636257],"genre_scores_gemma":[0.9762115,0.00020893266,0.0013663237,0.02086107,0.0009575152,0.000018020055,0.0000026533232,0.000027530261,0.0003464708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996727,0.00021325568,0.0012083896,0.0003318195,0.0012099028,0.00030966988],"domain_scores_gemma":[0.99717444,0.0012202278,0.0007905431,0.00035194407,0.00023400871,0.00022884319],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008301413,0.0002684286,0.000616992,0.0005631646,0.000040664145,0.000015311018,0.0006637047,0.0001444467,0.000917019],"category_scores_gemma":[0.00076020625,0.00011941186,0.00034043298,0.00024504578,0.000059267575,0.00015327804,0.00009306692,0.00041425636,0.00004983567],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014914955,0.0007093548,0.8836052,0.000089189365,0.00028507292,0.0001044831,0.0012683092,0.000017217495,0.00036947685,0.000016115104,0.059592605,0.039028015],"study_design_scores_gemma":[0.013448881,0.0029592677,0.97621715,0.0030067556,0.00006625359,0.00033181338,0.00018598071,0.000016432674,0.001763744,0.00007581562,0.0017484804,0.00017941814],"about_ca_topic_score_codex":0.000051600786,"about_ca_topic_score_gemma":0.00005527025,"teacher_disagreement_score":0.16088894,"about_ca_system_score_codex":0.00016428277,"about_ca_system_score_gemma":0.00012732798,"threshold_uncertainty_score":0.9999963},"labels":[],"label_agreement":null},{"id":"W2514383205","doi":"10.1016/j.jgo.2016.07.013","title":"Educational initiatives in geriatric oncology – Who, why, and how?","year":2016,"lang":"en","type":"review","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Geriatric oncology; Medicine; Specialty; Geriatrics; Curriculum; Family medicine; Population; Cancer; Oncology; Population ageing; Medical education; Internal medicine; Psychiatry","score_opus":0.04469715072707386,"score_gpt":0.3988499664996586,"score_spread":0.35415281577258473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514383205","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016544119,0.9689492,0.000038826776,0.019450862,0.002757623,0.000863732,0.000036158228,0.000011102927,0.007727065],"genre_scores_gemma":[0.000076970595,0.98925954,0.002433014,0.0004358134,0.0052258736,0.000057764726,0.000020356412,0.000076511205,0.0024141404],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953602,0.0012599268,0.0018834886,0.0004799969,0.00044593727,0.00057046785],"domain_scores_gemma":[0.99158275,0.0039977375,0.003128638,0.000328842,0.00052131165,0.00044073505],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015942986,0.0005696307,0.0048197047,0.00247139,0.0000598707,0.000032459877,0.00039257735,0.001287863,0.000741844],"category_scores_gemma":[0.0022246132,0.00038928207,0.00061333046,0.00095287414,0.00027556941,0.00032846446,0.00017400084,0.0015739601,0.00007706759],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001830987,0.00057247357,0.00021634955,0.0045028194,0.00043003276,0.00084380584,0.00023668294,9.358321e-8,0.0000036285132,0.00016718368,0.060511574,0.9323323],"study_design_scores_gemma":[0.003703917,0.0033417065,0.0016239788,0.0054312316,0.0014068866,0.0148070175,0.000073004514,5.4562406e-7,3.706112e-7,0.00029091912,0.96899605,0.00032440425],"about_ca_topic_score_codex":0.000009582261,"about_ca_topic_score_gemma":0.000026397469,"teacher_disagreement_score":0.93200785,"about_ca_system_score_codex":0.0024848708,"about_ca_system_score_gemma":0.010084837,"threshold_uncertainty_score":0.99985594},"labels":[],"label_agreement":null},{"id":"W2516190042","doi":"10.1016/j.exger.2016.12.021","title":"Sex differences in frailty: A systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"Experimental Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Institute on Aging","keywords":"Meta-analysis; Gerontology; Psychology; Medicine; Internal medicine","score_opus":0.3854839831941929,"score_gpt":0.4732769381543091,"score_spread":0.08779295496011619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2516190042","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000023608761,0.99380326,0.0000037524308,0.00030556243,0.000068824666,0.004086886,0.000042482443,0.000037680427,0.0016491936],"genre_scores_gemma":[0.0002532759,0.9825168,0.00014884073,0.00044962484,0.000026639143,0.0025205356,0.00009596529,0.00004307934,0.013945187],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9961689,0.0007299437,0.0014986487,0.0008826514,0.0002992886,0.0004205288],"domain_scores_gemma":[0.99704874,0.00028031692,0.0009386942,0.0015100202,0.000030054536,0.00019217268],"candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042688876,0.0007525711,0.021561585,0.00040619614,0.0000733478,0.0000427592,0.00045774225,0.00044411336,0.0012009979],"category_scores_gemma":[0.00025763217,0.0004749808,0.0022626682,0.00021736539,0.0002624251,0.00007698388,0.00021622739,0.00045147765,0.00009324249],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028093616,0.00016674091,0.0000079247,0.85052127,0.1463245,0.00020819735,0.00026465364,1.7394606e-9,1.9788662e-7,0.000045135424,0.0002773056,0.0021812755],"study_design_scores_gemma":[0.00028366348,0.00017138227,0.0000050670774,0.04371933,0.9295097,0.00064081646,0.000085936765,0.0000014196419,0.0000019661836,0.0000043892856,0.025149422,0.00042688957],"about_ca_topic_score_codex":0.00020455859,"about_ca_topic_score_gemma":0.00018366483,"teacher_disagreement_score":0.8068019,"about_ca_system_score_codex":0.00019304972,"about_ca_system_score_gemma":0.00010784926,"threshold_uncertainty_score":0.99977016},"labels":[],"label_agreement":null},{"id":"W2520066979","doi":"10.1111/jonm.12421","title":"Nurses’ perspectives on how operational leaders influence function-focused care for hospitalised older people","year":2016,"lang":"en","type":"article","venue":"Journal of Nursing Management","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Ontario Ministry of Health and Long-Term Care; York University","keywords":"Function (biology); Nursing; Context (archaeology); Acute care; Older people; Health care; Psychology; Medicine; Gerontology; Political science","score_opus":0.018118754510961326,"score_gpt":0.3006680096824267,"score_spread":0.28254925517146534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520066979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8396535,0.0008942217,0.03713586,0.11463127,0.0026489804,0.001773077,0.000018104636,0.000065650755,0.0031793122],"genre_scores_gemma":[0.9917663,0.00005824292,0.0042278995,0.000441194,0.00043527017,0.000022315253,0.0000039516394,0.00002958517,0.0030152842],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986713,0.00002845461,0.00026987627,0.00022712364,0.0005663039,0.00023696932],"domain_scores_gemma":[0.9987371,0.00008653205,0.00020217904,0.00021999273,0.0006310087,0.00012321385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013054218,0.00016700565,0.00026590377,0.00027560425,0.00012261918,0.000058071695,0.0001289337,0.000054626846,0.00005654644],"category_scores_gemma":[0.00012340143,0.00011327996,0.00018213621,0.00013852165,0.00011371253,0.0003258996,0.00000902474,0.00011832729,0.000010365772],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007484176,0.004127313,0.015593929,0.0011207208,0.0027690923,0.00021895282,0.1253295,0.0015382686,0.007481227,0.021411179,0.2463147,0.56661093],"study_design_scores_gemma":[0.027794434,0.008448994,0.7236111,0.01161589,0.0015062072,0.00016161201,0.18955374,0.00011239696,0.0019538768,0.00081076013,0.03376224,0.00066873594],"about_ca_topic_score_codex":0.0000010425308,"about_ca_topic_score_gemma":0.0000014955729,"teacher_disagreement_score":0.7080172,"about_ca_system_score_codex":0.00071980205,"about_ca_system_score_gemma":0.00006195779,"threshold_uncertainty_score":0.46194226},"labels":[],"label_agreement":null},{"id":"W2520446940","doi":"10.1002/9781118521373.wbeaa195","title":"Care Planning in Frailty","year":2015,"lang":"en","type":"other","venue":"The Encyclopedia of Adulthood and Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Vulnerability (computing); Psychological intervention; Health care; Gerontology; Medicine; Psychology; Computer science; Nursing; Computer security; Political science","score_opus":0.017947434232660358,"score_gpt":0.2902694599726151,"score_spread":0.27232202573995473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520446940","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009607296,0.025444157,0.0000077962795,0.0006860593,0.00033989697,0.0005081904,0.000057788704,0.0001024418,0.96324635],"genre_scores_gemma":[0.11226814,0.0065174946,0.0024694777,0.0006002119,0.0026676601,0.000052126517,0.0003258177,0.0008110342,0.874288],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99887896,0.00004866005,0.00026476948,0.00027010794,0.00028146047,0.00025602782],"domain_scores_gemma":[0.9992568,0.0000638953,0.0001585923,0.00036034966,0.00005194671,0.000108445136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014766016,0.00024606445,0.00049067504,0.0002125793,0.000023054881,0.000006867979,0.00014751205,0.00018052534,0.00011012185],"category_scores_gemma":[0.00013213116,0.00016962829,0.000045361892,0.00017220873,0.000096662916,0.00002700953,0.0000948834,0.00043660807,0.000013712462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008035915,0.00008978689,0.037834145,0.0026591844,0.00014316212,0.00022752544,0.051977802,0.000011006339,0.000053361244,0.000046776524,0.83548695,0.071389966],"study_design_scores_gemma":[0.0021807207,0.00013766163,0.007864892,0.0073621585,0.00014337295,0.00005217647,0.010195477,0.000017753802,0.000025191162,0.00009702695,0.9716016,0.00032196453],"about_ca_topic_score_codex":0.00039411572,"about_ca_topic_score_gemma":0.00013436447,"teacher_disagreement_score":0.13611469,"about_ca_system_score_codex":0.000033744735,"about_ca_system_score_gemma":0.00013912214,"threshold_uncertainty_score":0.69172406},"labels":[],"label_agreement":null},{"id":"W2520651348","doi":"10.1177/1541931213601140","title":"Tablet-Based Frailty Assessments in Emergency Care for Older Adults","year":2016,"lang":"en","type":"article","venue":"Proceedings of the Human Factors and Ergonomics Society Annual Meeting","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Hospital; Université Laval; Nova Scotia Health Authority; Dalhousie University; University of Toronto; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre hospitalier universitaire de Québec","funders":"","keywords":"Usability; Psychological intervention; Geriatrics; Health care; Medicine; Emergency department; Gerontology; Demographics; Activities of daily living; Medical emergency; Physical therapy; Nursing; Psychiatry; Computer science","score_opus":0.020171559727264605,"score_gpt":0.2875577464311485,"score_spread":0.2673861867038839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2520651348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99801695,0.00017904321,0.000020898322,0.000370951,0.00018059913,0.0007487071,0.00012428568,0.00003351187,0.00032506816],"genre_scores_gemma":[0.997811,0.00007280022,0.001528377,0.00008206784,0.0001101532,0.000047228394,0.0000104116625,0.000040082825,0.0002978713],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856836,0.0000048281954,0.0004852547,0.00038743916,0.00017895718,0.00037515655],"domain_scores_gemma":[0.99898297,0.000084555126,0.0003303547,0.00011818403,0.00038679506,0.00009713445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025229045,0.00024080141,0.00037566232,0.00004384516,0.00024250516,0.000019051988,0.0002138862,0.00016783726,0.00001780933],"category_scores_gemma":[0.0001893607,0.00015055995,0.00028040534,0.00011638978,0.00011262114,0.00022320212,0.00013085421,0.00016706745,4.0450334e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022812982,0.00015732946,0.95545137,0.0019466501,0.00009262882,8.604754e-8,0.017686015,0.000004252502,0.017624248,0.00017997039,0.0035442833,0.0030850214],"study_design_scores_gemma":[0.008205964,0.0004758729,0.8849733,0.0042898413,0.00016658667,0.0000016495977,0.046254426,0.00035273208,0.05267085,0.00032014603,0.0017036122,0.00058505253],"about_ca_topic_score_codex":0.00013136091,"about_ca_topic_score_gemma":0.000030054664,"teacher_disagreement_score":0.07047812,"about_ca_system_score_codex":0.00019235845,"about_ca_system_score_gemma":0.000052042964,"threshold_uncertainty_score":0.61396563},"labels":[],"label_agreement":null},{"id":"W2521467659","doi":"10.1139/apnm-2016-0226","title":"Exercise prescription to reverse frailty","year":2016,"lang":"en","type":"article","venue":"Applied Physiology Nutrition and Metabolism","topic":"Frailty in Older Adults","field":"Medicine","cited_by":192,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Rating of perceived exertion; Medicine; Balance (ability); Exercise prescription; Gerontology; Flexibility (engineering); Aerobic exercise; Resistance training; Physical therapy; Quality of life (healthcare); Physical medicine and rehabilitation; Functional training; Physical strength; Strength training; Heart rate; Internal medicine; Blood pressure; Nursing","score_opus":0.01953841324120553,"score_gpt":0.26415728129189564,"score_spread":0.2446188680506901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2521467659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98228985,0.001306775,0.00048795438,0.011282164,0.0004885084,0.0016497128,0.000057667574,0.00021525453,0.0022221163],"genre_scores_gemma":[0.9874813,0.0022230889,0.0030142237,0.0043991217,0.00045386865,0.00041334535,0.000043792064,0.000023565024,0.0019477082],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.999046,0.000023343615,0.00019046923,0.00037479296,0.00011634568,0.00024899622],"domain_scores_gemma":[0.99932814,0.00003736044,0.000044616005,0.000295092,0.000070717106,0.00022408267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007102758,0.00015759951,0.00034543985,0.00011510165,0.00006192703,0.000006066742,0.000058603244,0.00014157419,0.00025433235],"category_scores_gemma":[0.000035615543,0.00011048835,0.00005476818,0.00012391713,0.00010838845,0.00007229202,0.000049994334,0.00009568762,0.00034460367],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029888927,0.00017713613,0.000007577046,0.000058748083,0.000020820044,0.000001613444,0.00011671891,6.599552e-8,0.88801146,0.004950849,0.03924503,0.06711109],"study_design_scores_gemma":[0.006854412,0.000030953717,0.11628339,0.00025085497,0.00011757414,0.000015620784,0.000072729905,0.0000017344637,0.072645545,0.0058491346,0.797684,0.00019402205],"about_ca_topic_score_codex":0.000012703629,"about_ca_topic_score_gemma":0.0000017628844,"teacher_disagreement_score":0.8153659,"about_ca_system_score_codex":0.00001754997,"about_ca_system_score_gemma":0.00001586734,"threshold_uncertainty_score":0.4505584},"labels":[],"label_agreement":null},{"id":"W2523052240","doi":"10.1590/1516-3180.2016.00220162706","title":"Towards a unified and standardized definition of the frailty phenotype","year":2016,"lang":"en","type":"article","venue":"Sao Paulo Medical Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Frailty Index; Confusion; Psychosocial; Gerontology; Cognition; Psychology; Medicine; Clinical psychology; Psychiatry","score_opus":0.03206352501011864,"score_gpt":0.2943378483050042,"score_spread":0.26227432329488554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523052240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88838303,0.0008056552,0.008940816,0.08926028,0.00091320736,0.00030005377,0.000046973153,0.000043010885,0.011306998],"genre_scores_gemma":[0.9957607,0.0006173299,0.0015628149,0.0013838244,0.00038607707,0.0000026359833,0.0000014027497,0.000015827625,0.00026943366],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99774855,0.00015254029,0.00042049217,0.00013566826,0.0013033438,0.00023937302],"domain_scores_gemma":[0.99874455,0.0001999421,0.00016487208,0.00023111363,0.00023285205,0.00042668765],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008767665,0.00012035756,0.00030820307,0.000059263533,0.000092367074,0.0000125601455,0.00016605898,0.0001591786,0.0018020356],"category_scores_gemma":[0.0027778866,0.000053518663,0.00011575049,0.00013385818,0.00035853736,0.00007145092,0.0000826597,0.00045756434,0.000011005466],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001805096,0.00034309388,0.0096908165,0.00019266905,0.00041850467,0.00038115052,0.0012861615,8.874402e-8,0.022720996,0.0026643253,0.031050459,0.92944664],"study_design_scores_gemma":[0.06326034,0.0027627114,0.65758353,0.01257669,0.0010712702,0.014379242,0.0010977134,0.00009066774,0.025556391,0.12015747,0.10062433,0.0008396175],"about_ca_topic_score_codex":0.00001524283,"about_ca_topic_score_gemma":0.000027810096,"teacher_disagreement_score":0.92860705,"about_ca_system_score_codex":0.00008455195,"about_ca_system_score_gemma":0.0007349256,"threshold_uncertainty_score":0.99911046},"labels":[],"label_agreement":null},{"id":"W2523415415","doi":"","title":"Approach to preventive care in the elderly.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Western Hospital; St. Clair College; Toronto Rehabilitation Institute; College of Family Physicians of Canada","funders":"","keywords":"Life expectancy; Medicine; MEDLINE; Preventive healthcare; Comorbidity; Health care; Family medicine; Gerontology; Cancer screening; Public health; Cancer; Nursing; Psychiatry; Environmental health","score_opus":0.02395531327656669,"score_gpt":0.24663597876914167,"score_spread":0.22268066549257498,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2523415415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.761925,0.00057605305,0.0005254355,0.022245968,0.00026140778,0.005805609,0.000020588986,0.00008829071,0.20855166],"genre_scores_gemma":[0.98986447,0.000007544305,0.00025715196,0.0006736692,0.00012535798,0.0030757568,0.0000043547025,0.000011055793,0.0059806234],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9991402,0.000056639183,0.000115502866,0.0001909791,0.00020894376,0.00028770475],"domain_scores_gemma":[0.99945617,0.00007584978,0.000018660918,0.0003196459,0.000040613868,0.00008905362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021018651,0.00007794877,0.0001163341,0.000049625418,0.000017642007,0.000009108404,0.00015069678,0.00004214562,0.000010625959],"category_scores_gemma":[0.0002854839,0.000037885333,0.000040901024,0.00018426633,0.000028334662,0.000044257697,0.000031638963,0.0000792424,0.000049367838],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000734015,0.00012708062,0.010946573,0.000046045447,0.000018174604,0.0000119095885,0.0045452206,4.9708825e-7,0.00002655114,0.00017782215,0.010225243,0.9738015],"study_design_scores_gemma":[0.0016101887,0.0001187449,0.94289756,0.000051035124,0.000023655924,0.000025164985,0.0015012128,7.088438e-7,0.0005154116,0.00011342961,0.053050883,0.00009200084],"about_ca_topic_score_codex":0.00002242847,"about_ca_topic_score_gemma":0.000046052275,"teacher_disagreement_score":0.97370946,"about_ca_system_score_codex":0.000094483694,"about_ca_system_score_gemma":0.000018698043,"threshold_uncertainty_score":0.1544919},"labels":[],"label_agreement":null},{"id":"W2526661847","doi":"10.1016/j.cjca.2016.07.211","title":"THE PREVALENCE AND IMPACT OF FRAILTY IN ICD AND CRT-D PATIENTS: EARLY RESULTS FROM THE FRAIL-D STUDY","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Medicine; Frailty syndrome; Cardiac resynchronization therapy; Implantable cardioverter-defibrillator; Stressor; Disease; Vulnerability (computing); Gerontology; Internal medicine; Heart failure; Intensive care medicine; Frailty Index; Psychiatry","score_opus":0.019756445168696,"score_gpt":0.2730435098314676,"score_spread":0.25328706466277157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2526661847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951105,0.0012045027,0.000010032134,0.0026601986,0.0001920735,0.0002889223,0.00024620758,0.0000013115218,0.00028626304],"genre_scores_gemma":[0.9993116,0.0002899674,0.000011221113,0.00005966836,0.00022480963,0.0000021929989,9.999742e-7,0.000008703675,0.00009079503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986777,0.00031254947,0.0004681338,0.0001459193,0.00014423019,0.00025150442],"domain_scores_gemma":[0.997755,0.0011578534,0.00021946024,0.00030455354,0.00025453354,0.00030859152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006922518,0.00011136852,0.00038032953,0.00009158353,0.00007009588,0.000014377289,0.00019053368,0.00008283407,0.000007484385],"category_scores_gemma":[0.002696779,0.000047912516,0.000083310915,0.00008442713,0.00043569953,0.00008092666,0.000023893803,0.00025111364,0.0000012465043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028474818,0.00000475253,0.98257047,0.0000039381075,0.0001807513,0.000048209487,0.001565989,0.000004107008,0.00005069735,0.000003653998,0.003239943,0.012042747],"study_design_scores_gemma":[0.004281259,0.001691553,0.990915,0.00016364644,0.000080939564,0.00006606226,0.00025079996,8.9625394e-7,0.000007427506,0.00016020722,0.0023290706,0.000053125135],"about_ca_topic_score_codex":0.009094974,"about_ca_topic_score_gemma":0.01357366,"teacher_disagreement_score":0.011989621,"about_ca_system_score_codex":0.00012491806,"about_ca_system_score_gemma":0.0005152435,"threshold_uncertainty_score":0.9975035},"labels":[],"label_agreement":null},{"id":"W2527638568","doi":"10.1016/j.cjca.2016.07.394","title":"GAIT SPEED AND OPERATIVE MORTALITY IN OLDER ADULTS FOLLOWING CARDIAC SURGERY","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gait; Cardiac surgery; Physical medicine and rehabilitation; Preferred walking speed; Population; Physical therapy; Surgery","score_opus":0.020302681517187785,"score_gpt":0.2739618620011204,"score_spread":0.2536591804839326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2527638568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99238646,0.0014788593,0.000080004196,0.00277719,0.0011720902,0.00018570296,0.000032498985,0.000004000156,0.0018831835],"genre_scores_gemma":[0.99872047,0.0001485759,0.000044400942,0.00023328292,0.00066794315,0.0000021967933,0.0000034667532,0.00001693703,0.00016274647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985849,0.00023748552,0.00045709027,0.00018679288,0.00013411797,0.00039961573],"domain_scores_gemma":[0.9985185,0.00033767644,0.00010346563,0.00019158356,0.00017337668,0.00067534443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007862746,0.00014365856,0.00093225215,0.00037649987,0.000037315825,0.0000107359565,0.0000753312,0.0001530086,0.000029250765],"category_scores_gemma":[0.0009511956,0.000100839905,0.00030922337,0.00012817937,0.00016763162,0.00013738456,0.00001095392,0.00022663198,0.0000071474956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005205381,0.0000017145401,0.9782497,0.000017217948,0.00030989994,0.0018169903,0.00042349313,0.000005978821,0.0003483246,0.000013780097,0.007837792,0.0109230485],"study_design_scores_gemma":[0.0014355432,0.0001009001,0.98914224,0.00064189034,0.00010428374,0.0005586525,0.00030487005,0.0000018216102,0.00022578196,0.000045737896,0.0073100543,0.00012822988],"about_ca_topic_score_codex":0.0021050137,"about_ca_topic_score_gemma":0.0039039212,"teacher_disagreement_score":0.010892527,"about_ca_system_score_codex":0.00025453244,"about_ca_system_score_gemma":0.0011974691,"threshold_uncertainty_score":0.4112132},"labels":[],"label_agreement":null},{"id":"W2529237270","doi":"","title":"MoCA cutoff score in relation to the functional assessment of seniors living in a rural Canadian community.","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Montreal Cognitive Assessment; Activities of daily living; Gerontology; Cognitive impairment; Rural community; Cutoff; Medicine; Receiver operating characteristic; Demography; Psychology; Cognition; Physical therapy; Psychiatry; Internal medicine; Sociology","score_opus":0.03371894658381212,"score_gpt":0.25810354828434423,"score_spread":0.2243846017005321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529237270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9822603,0.000013954312,0.00007425532,0.012853104,0.00016319177,0.0007846305,0.000009024211,0.000010831716,0.0038307428],"genre_scores_gemma":[0.99773175,0.0000034863383,0.00006209851,0.00050356094,0.00004703825,0.00044367198,0.000008340951,0.000009554854,0.0011905228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908423,0.00015748791,0.00021705289,0.00007683305,0.00019935679,0.00026505496],"domain_scores_gemma":[0.9991722,0.00032968578,0.000040229716,0.00026367442,0.00004917412,0.00014503144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000777654,0.00006929999,0.00012531733,0.0002678195,0.000043023847,0.0000061123765,0.000091619564,0.00005177195,0.00005296223],"category_scores_gemma":[0.00068337104,0.000044105494,0.000025018002,0.00029728102,0.000034655743,0.000081081576,0.000038133752,0.0002424663,0.000007508254],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001856728,0.000047146405,0.95063,0.000013371054,0.000010192381,0.000004074212,0.00078020524,0.00006335948,0.000060264272,0.00014923376,0.0010750439,0.047148507],"study_design_scores_gemma":[0.000587473,0.000027641707,0.99778324,0.00023494019,0.000006994304,0.000009284051,0.00046879522,0.000112949114,0.000019725585,0.0000561043,0.00064177753,0.000051063],"about_ca_topic_score_codex":0.10698009,"about_ca_topic_score_gemma":0.6201848,"teacher_disagreement_score":0.5132047,"about_ca_system_score_codex":0.00068003463,"about_ca_system_score_gemma":0.00018937235,"threshold_uncertainty_score":0.8989666},"labels":[],"label_agreement":null},{"id":"W2529659328","doi":"10.5770/cgj.19.225","title":"Frailty and Intellectual and Developmental Disabilities: a Scoping Review","year":2016,"lang":"en","type":"review","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Lakehead University; Queen's University","funders":"Canadian Frailty Network; Government of Canada","keywords":"Gerontology; Medicine; Institutionalisation; Frailty syndrome; Population; Frailty Index; Psychiatry","score_opus":0.07156815126918178,"score_gpt":0.3395959421001717,"score_spread":0.26802779083098993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529659328","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009303977,0.9956592,0.000025413368,0.00073853595,0.0004494999,0.0013772566,0.00010643045,0.000016267648,0.0016180997],"genre_scores_gemma":[0.0000015703088,0.99630415,0.0006583573,0.00065078185,0.00070711534,0.00003613229,0.000027327189,0.00007727617,0.0015372637],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99746656,0.00014617252,0.0010228719,0.00043702536,0.0002930314,0.00063433975],"domain_scores_gemma":[0.99632484,0.001124977,0.00026445294,0.00023609231,0.00014563477,0.0019040345],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00061346334,0.000492593,0.0019395055,0.00059849524,0.00026017838,0.00013716254,0.00018577116,0.00032672292,0.0017625504],"category_scores_gemma":[0.0077346456,0.00035487596,0.00024723122,0.00036487952,0.00022750135,0.00012708688,0.00008787561,0.00086194015,0.00017143317],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020067773,0.0000044511194,0.000012714949,0.08867984,0.000107901054,0.00010646475,0.00024146555,7.2366496e-10,2.2998917e-8,0.000005025466,0.035505075,0.87533504],"study_design_scores_gemma":[0.00023233586,0.00004192083,0.0000017828193,0.3656143,0.00041585803,0.013544986,0.00006926781,8.283051e-8,4.4794636e-8,0.000012570773,0.61981255,0.000254305],"about_ca_topic_score_codex":0.00044517583,"about_ca_topic_score_gemma":0.0043030023,"teacher_disagreement_score":0.8750807,"about_ca_system_score_codex":0.0014104161,"about_ca_system_score_gemma":0.0090633705,"threshold_uncertainty_score":0.9998903},"labels":[],"label_agreement":null},{"id":"W2532393848","doi":"10.1177/1742395316674541","title":"A novel primary-specialist care collaborative demonstration project to improve the access and health care of medically complex patients","year":2016,"lang":"en","type":"article","venue":"Chronic Illness","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"Ontario Medical Association","keywords":"Primary care; Medicine; Collaborative Care; Primary health care; Nursing; Family medicine","score_opus":0.027364577567090872,"score_gpt":0.33494786117293984,"score_spread":0.30758328360584897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2532393848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.913062,0.0033915148,0.009391515,0.045114204,0.0018888813,0.015470908,0.0033078706,0.00017723093,0.008195909],"genre_scores_gemma":[0.9978648,0.0000751447,0.00044128063,0.0008989625,0.00029036767,0.00015642778,0.00019016463,0.000024911784,0.000057945737],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99840057,0.000060801416,0.0003975836,0.00035939724,0.0004819518,0.00029971875],"domain_scores_gemma":[0.9983089,0.0000967424,0.00021638584,0.00037713465,0.00085376593,0.0001470508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014068618,0.00018721145,0.00038738907,0.00007656929,0.00018594344,0.00002995638,0.00022932544,0.00008669225,0.000027277401],"category_scores_gemma":[0.00019716339,0.000104687075,0.000038998616,0.00034566407,0.00032648174,0.00014254134,0.00015744788,0.00011280084,0.0000029384785],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043435945,0.0002465254,0.010521709,0.0021099336,0.00012159526,0.0000045354823,0.044839118,0.0000014659136,0.008790642,0.00090655516,0.01140819,0.9206154],"study_design_scores_gemma":[0.032993723,0.007596117,0.81269944,0.003990633,0.0002377717,0.000037084556,0.023496427,0.000040808212,0.022165064,0.000052457784,0.09565234,0.0010381255],"about_ca_topic_score_codex":0.00039435423,"about_ca_topic_score_gemma":0.0019555246,"teacher_disagreement_score":0.91957724,"about_ca_system_score_codex":0.0011958622,"about_ca_system_score_gemma":0.0026932587,"threshold_uncertainty_score":0.47777253},"labels":[],"label_agreement":null},{"id":"W2532902760","doi":"10.1111/jgs.14507","title":"T‐Cell Phenotypes Predictive of Frailty and Mortality in Elderly Nursing Home Residents","year":2016,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BC Cancer Agency; Health Sciences North; Dalhousie University; Nova Scotia Health Authority; Capital District Health Authority; University of British Columbia; Public Health Ontario; McMaster University Medical Centre; Université de Sherbrooke; McMaster University","funders":"National Institute of Biomedical Imaging and Bioengineering; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; National Institutes of Health; Public Health Agency","keywords":"Medicine; Immunosenescence; Hazard ratio; Proportional hazards model; Gerontology; Cohort; Internal medicine; Immune system; Immunology; Confidence interval","score_opus":0.015808528852189342,"score_gpt":0.2924863879617878,"score_spread":0.2766778591095984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2532902760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99562067,0.0008171521,0.00068564597,0.0022519575,0.00025992698,0.00015634592,0.00001936509,0.000006768502,0.00018216102],"genre_scores_gemma":[0.9957823,0.001216451,0.0024608034,0.00015848195,0.00020962261,9.81145e-7,2.3240733e-7,0.000017560385,0.00015352198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983933,0.00011569801,0.000569555,0.0001502531,0.0005537745,0.00021744927],"domain_scores_gemma":[0.9979318,0.0002521958,0.0011613556,0.00028714552,0.00024915053,0.000118355056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052459206,0.00013424743,0.0005223685,0.00007070214,0.000043018892,0.000009830081,0.00021858636,0.000060648228,0.000009903007],"category_scores_gemma":[0.00027024437,0.000076049495,0.00029717802,0.0004971606,0.0005567887,0.00014096947,0.000063987325,0.00030291252,7.142302e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041155075,0.00035608312,0.945039,0.000097406475,0.00020961427,0.000011578104,0.0042691007,0.000018078359,0.027562581,0.000009470131,0.0072270096,0.014788533],"study_design_scores_gemma":[0.0020911314,0.00074465334,0.99152637,0.0004058662,0.00021898435,0.000055061733,0.0011907365,0.00003658225,0.0025052307,0.0010805922,0.000053272084,0.00009152808],"about_ca_topic_score_codex":0.00018457201,"about_ca_topic_score_gemma":0.000005398276,"teacher_disagreement_score":0.04648737,"about_ca_system_score_codex":0.0002833639,"about_ca_system_score_gemma":0.0002459469,"threshold_uncertainty_score":0.31012085},"labels":[],"label_agreement":null},{"id":"W2534656414","doi":"10.1186/s40814-016-0105-8","title":"CONSORT 2010 statement: extension to randomised pilot and feasibility trials","year":2016,"lang":"en","type":"editorial","venue":"Pilot and Feasibility Studies","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2980,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Medical Research Council; University of Sheffield; National Institute for Health and Care Research; Chief Scientist Office; Cancer Research UK; Scottish Government; University of Aberdeen; Queen Mary University of London","keywords":"Consolidated Standards of Reporting Trials; Statement (logic); Extension (predicate logic); Medicine; Psychology; Randomized controlled trial; Computer science; Political science; Surgery; Law","score_opus":0.28011606062904987,"score_gpt":0.4505016774336659,"score_spread":0.17038561680461606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2534656414","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15842335,0.032994714,0.00011100707,0.008944331,0.76975256,0.02585517,0.0026973053,0.00047865906,0.0007428969],"genre_scores_gemma":[0.13527827,0.04609788,0.0015990897,0.0011603356,0.7815505,0.002034224,0.00065151695,0.00038391844,0.031244267],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99177414,0.0011101459,0.0025035138,0.0023397743,0.001406203,0.00086622115],"domain_scores_gemma":[0.9831079,0.011665216,0.0008142298,0.0016659471,0.001957253,0.0007894139],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.010133948,0.0011187848,0.0048176534,0.0002793796,0.00043484406,0.00010333159,0.00022130983,0.00046189886,0.00010535291],"category_scores_gemma":[0.072104655,0.00073450635,0.00031564164,0.0001996976,0.0011404945,0.00019367234,0.00068383466,0.0008634548,0.000057333502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0593749,0.00077867217,0.0059561105,0.0020557316,0.0011678839,0.00003266247,0.0007750668,4.894186e-8,0.0009146045,0.000007440523,0.92617613,0.0027607651],"study_design_scores_gemma":[0.290888,0.023579897,0.07350617,0.005825056,0.0046596043,0.00003808241,0.0012206964,0.000004519372,0.00062039745,0.0054669636,0.5914075,0.0027831136],"about_ca_topic_score_codex":0.0002519014,"about_ca_topic_score_gemma":0.0006125705,"teacher_disagreement_score":0.33476862,"about_ca_system_score_codex":0.0005882222,"about_ca_system_score_gemma":0.00044089687,"threshold_uncertainty_score":0.9995106},"labels":[],"label_agreement":null},{"id":"W2534808065","doi":"10.1093/ageing/afw184","title":"Timed Up and Go predicts functional decline in older patients presenting to the emergency department following minor trauma","year":2016,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Sunnybrook Hospital; Hôpital du Sacré-Cœur de Montréal; Centre hospitalier universitaire de Québec; Alberta Health; University of Ottawa; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Emergency department; Prospective cohort study; Cohort study; Poison control; Gerontology; Physical therapy; Emergency medicine; Internal medicine; Psychiatry","score_opus":0.019046050496768403,"score_gpt":0.2624536410492891,"score_spread":0.24340759055252068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2534808065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956027,0.00025904487,0.00020930069,0.0025642184,0.00038756258,0.0005043664,0.0000058013948,0.00002264486,0.00044433514],"genre_scores_gemma":[0.99492013,0.000035204695,0.00015138667,0.00039161195,0.00017093039,0.00004317175,0.000016929373,0.000013759804,0.004256897],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990148,0.000030751788,0.00023930205,0.00024651442,0.00022952011,0.00023911016],"domain_scores_gemma":[0.99959666,0.000093684,0.00003734053,0.00013596636,0.000025814226,0.0001105672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015572652,0.00011422252,0.00014427451,0.000059443264,0.00009354341,0.000015476387,0.000044695153,0.00004026188,0.00008088904],"category_scores_gemma":[0.00022835487,0.00006617751,0.000041305095,0.00009918277,0.000017256976,0.00011088683,0.00010477584,0.00007099394,0.000014228354],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007720559,0.00014722579,0.7799389,0.00006910508,0.00009089771,0.0008763364,0.0022596512,0.0000027606493,0.0021122687,0.0000069160205,0.009517175,0.20490156],"study_design_scores_gemma":[0.0025360556,0.00007571141,0.99022543,0.00024791367,0.00004515053,0.000005689953,0.000060819333,0.00006964922,0.00029288363,0.000046889185,0.006305526,0.00008826612],"about_ca_topic_score_codex":0.000047740978,"about_ca_topic_score_gemma":0.0002824411,"teacher_disagreement_score":0.21028656,"about_ca_system_score_codex":0.000022451004,"about_ca_system_score_gemma":0.000008575001,"threshold_uncertainty_score":0.26986405},"labels":[],"label_agreement":null},{"id":"W2536367606","doi":"10.1016/j.jalz.2016.06.1159","title":"P1‐407: Cognitive Frailty: A New Domain Added to The Comprehensive Frailty Assessment","year":2016,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Dementia; Montreal Cognitive Assessment; Gerontology; Cognitive decline; Psychology; Institutionalisation; Cognitive Assessment System; Cognitive impairment; Medicine; Clinical psychology; Disease; Psychiatry","score_opus":0.06182542913137959,"score_gpt":0.34016631129122377,"score_spread":0.2783408821598442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2536367606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37925103,0.08828163,0.10549677,0.3362761,0.0065523167,0.017776309,0.0009309459,0.0015826438,0.06385224],"genre_scores_gemma":[0.973054,0.00007740166,0.011207123,0.01344858,0.0007816981,0.00023213815,0.00008077207,0.00009350793,0.001024815],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996779,0.0001929685,0.00057883863,0.0007833933,0.0008720728,0.0007937217],"domain_scores_gemma":[0.99735856,0.00053924025,0.00018906019,0.0009477379,0.00035120265,0.00061420834],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025274733,0.00047256582,0.00053874264,0.00014484613,0.00024075057,0.000068545465,0.0004246824,0.00015935757,0.0034540207],"category_scores_gemma":[0.00013362845,0.0002832165,0.0002375763,0.00038667262,0.00019518251,0.00019407787,0.00036080246,0.00032934628,0.002295245],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045288473,0.00037599553,0.0051998575,0.00001238166,0.025111511,0.00014222233,0.0020466014,0.0000020205948,0.016951874,0.0009628344,0.45250276,0.49623907],"study_design_scores_gemma":[0.00946484,0.0011481895,0.14880997,0.0006368241,0.017306264,0.00010345474,0.0011417076,0.000020062545,0.022404578,0.0012155336,0.7969603,0.00078826444],"about_ca_topic_score_codex":0.0003258994,"about_ca_topic_score_gemma":0.00029327348,"teacher_disagreement_score":0.5938029,"about_ca_system_score_codex":0.00004130172,"about_ca_system_score_gemma":0.00040818582,"threshold_uncertainty_score":0.999962},"labels":[],"label_agreement":null},{"id":"W2539611904","doi":"10.1111/jgs.14490","title":"Frailty Levels in Residential Aged Care Facilities Measured Using the Frailty Index and <scp>FRAIL</scp> ‐ <scp>NH</scp> Scale","year":2016,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Resthaven Incorporated; Dementia Australia Research Foundation","keywords":"Frailty Index; Medicine; Gerontology; Dementia; Index (typography); Aged care; Nursing homes; Quality of life (healthcare); Scale (ratio); Nursing; Internal medicine; Disease","score_opus":0.03695127997179926,"score_gpt":0.28794586016221113,"score_spread":0.2509945801904119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2539611904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99181,0.0025118024,0.0015759628,0.002445818,0.0007571803,0.0005118059,0.00015003358,0.000036907935,0.00020045569],"genre_scores_gemma":[0.99286395,0.0007527625,0.002351584,0.0008577578,0.001018806,0.00000785141,0.0000020021782,0.000060855276,0.002084444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954199,0.0005660001,0.0011265673,0.00044198878,0.0016454285,0.0008000981],"domain_scores_gemma":[0.99449354,0.001877822,0.0017048011,0.0008516303,0.0007376299,0.00033459128],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001500415,0.00046645754,0.0010543934,0.00018473262,0.0004566552,0.00013955189,0.0008390235,0.0002490644,0.000013067613],"category_scores_gemma":[0.0040953537,0.0002557127,0.00088491896,0.0011820346,0.001344258,0.00039004177,0.0004279915,0.0012970916,0.000002400103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016450584,0.00033936359,0.6088415,0.00047838353,0.0012354141,0.00010198171,0.116306305,0.00042672106,0.11777931,0.000012480985,0.14097802,0.013336012],"study_design_scores_gemma":[0.0064719697,0.00053576793,0.8617113,0.0005481564,0.0005820928,0.0006328926,0.10229306,0.00018493275,0.006636374,0.00045354015,0.019759223,0.00019069092],"about_ca_topic_score_codex":0.0007981411,"about_ca_topic_score_gemma":0.0002350655,"teacher_disagreement_score":0.2528698,"about_ca_system_score_codex":0.00082748523,"about_ca_system_score_gemma":0.000895106,"threshold_uncertainty_score":0.9999895},"labels":[],"label_agreement":null},{"id":"W2545605297","doi":"10.2147/cia.s105714","title":"Animal models of frailty: current applications in clinical research","year":2016,"lang":"en","type":"review","venue":"Clinical Interventions in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Frailty Index; Psychological intervention; Gerontology; Animal model; MEDLINE; Animal testing; Psychiatry","score_opus":0.7169022244050851,"score_gpt":0.6668621087770927,"score_spread":0.050040115627992376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2545605297","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020630499,0.99162513,0.002372138,0.0003561128,0.00070081966,0.0027645743,0.00011231503,0.00005163511,0.001810997],"genre_scores_gemma":[0.001786623,0.9944966,0.00089742406,0.000015189661,0.0006382798,0.0008240133,0.00014583247,0.00008476073,0.0011113067],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98747456,0.0023055654,0.0077785207,0.0011859664,0.0006029604,0.00065243896],"domain_scores_gemma":[0.989441,0.007198829,0.0009940043,0.001616168,0.00043828486,0.00031171888],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.011288869,0.00040193417,0.003495617,0.0014738651,0.000055323515,0.000026319412,0.00088740914,0.00076935685,0.00023041865],"category_scores_gemma":[0.0048773326,0.0003115758,0.0034051659,0.0014493358,0.0009897535,0.00014769411,0.0007757847,0.004558393,0.00027393637],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020703792,0.0027364825,0.00307085,0.018525848,0.00012484596,0.00001885952,0.000028226033,4.785645e-7,5.234583e-8,0.0021454745,0.001305789,0.9720224],"study_design_scores_gemma":[0.0014989023,0.00041747847,0.002060128,0.29594585,0.00032993717,0.000013755659,0.00004670295,0.00012014224,1.7584644e-7,0.0032625503,0.69602627,0.00027814228],"about_ca_topic_score_codex":0.00003516709,"about_ca_topic_score_gemma":0.000096728785,"teacher_disagreement_score":0.97174424,"about_ca_system_score_codex":0.00037446554,"about_ca_system_score_gemma":0.00072977995,"threshold_uncertainty_score":0.99993366},"labels":[],"label_agreement":null},{"id":"W2547058198","doi":"10.1093/ageing/afw199","title":"The development and validation of an index to predict 10-year mortality risk in a longitudinal cohort of older English adults","year":2016,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; University College London; British Heart Foundation; Cancer Research UK; Government of the United Kingdom; Canadian Institutes of Health Research; American Federation for Aging Research","keywords":"Medicine; Cohort; Index (typography); Gerontology; Frailty Index; Cohort study; Longitudinal study; Demography; Population; Internal medicine; Environmental health; Pathology","score_opus":0.014341236127779908,"score_gpt":0.2636054678457844,"score_spread":0.24926423171800452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547058198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99913734,0.00004237456,0.00014598519,0.00004513249,0.000030465058,0.00031379308,0.0000070745236,0.000010413315,0.0002674391],"genre_scores_gemma":[0.99944484,0.000052170686,0.0003217921,0.000009386898,0.00003819412,0.000013888314,0.0000055511523,0.0000063456705,0.00010782918],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921876,0.00004044339,0.00026306504,0.00017682204,0.00018383106,0.000117053845],"domain_scores_gemma":[0.99949193,0.000106456595,0.00008081244,0.00016668605,0.00008577195,0.00006835789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044379532,0.00007302366,0.00015894398,0.00004986328,0.000037838072,0.000008600051,0.000042690637,0.00004037713,0.0000125674505],"category_scores_gemma":[0.00042756172,0.000043796805,0.00001306994,0.000083649924,0.000058247297,0.00009607877,0.000046880126,0.000055348308,5.398178e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010668001,0.000041607353,0.94606125,0.00006580519,0.000039323902,0.000087100074,0.004123199,0.0000011502183,0.00038075837,0.0000071306017,0.000030299394,0.049055707],"study_design_scores_gemma":[0.0013047464,0.000117956806,0.9910719,0.0006149122,0.000027971795,0.000001997351,0.00037795297,0.000022714274,0.006235545,0.000030652587,0.00013978497,0.00005387591],"about_ca_topic_score_codex":0.00026171404,"about_ca_topic_score_gemma":0.0006620128,"teacher_disagreement_score":0.04900183,"about_ca_system_score_codex":0.00001781362,"about_ca_system_score_gemma":0.0000264965,"threshold_uncertainty_score":0.1785982},"labels":[],"label_agreement":null},{"id":"W2547483318","doi":"10.6084/m9.figshare.4148307.v1","title":"PowerPoint Slides for: Cognitive Impairment in Advanced Chronic Kidney Disease: The Canadian Frailty Observation and Interventions Trial","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Medicine; Cognitive impairment; Cognition; Gerontology; Kidney disease; Disease; Psychiatry; Internal medicine","score_opus":0.07844035864170078,"score_gpt":0.33915864143225793,"score_spread":0.26071828279055714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547483318","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14041233,0.0026295448,0.00004442396,0.06957669,0.0005301463,0.014763824,0.7710139,0.0001470768,0.0008820826],"genre_scores_gemma":[0.9621535,0.0000119259885,0.00004260812,0.0009483821,0.00018577775,0.0019668094,0.033409815,0.00002077225,0.0012604151],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.999143,0.000034287725,0.00022037055,0.00021989836,0.00012963875,0.00025282687],"domain_scores_gemma":[0.998989,0.00025382426,0.00007190524,0.00018265277,0.00014607151,0.00035654736],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007835679,0.00011555209,0.0001396398,0.00008013722,0.000102305734,0.000026655214,0.00007391241,0.000055459048,0.016318321],"category_scores_gemma":[0.00549263,0.00007203117,0.0001078796,0.00009669463,0.000018632725,0.00013659835,0.00003621509,0.00009030969,0.000100741374],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012757361,0.00046693263,0.006783464,0.0026250752,0.00024448708,0.00009138287,0.0011136994,0.0000043153036,0.00017664228,0.00018661123,0.81643665,0.15911338],"study_design_scores_gemma":[0.110529095,0.0021257007,0.6207475,0.05481806,0.00013454499,0.000011095364,0.00019188403,0.0002865051,0.0003694064,0.0006715163,0.2097158,0.00039889058],"about_ca_topic_score_codex":0.0012270014,"about_ca_topic_score_gemma":0.13003723,"teacher_disagreement_score":0.82174116,"about_ca_system_score_codex":0.000538625,"about_ca_system_score_gemma":0.00082104973,"threshold_uncertainty_score":0.9845809},"labels":[],"label_agreement":null},{"id":"W2548090094","doi":"10.1590/1413-812320152111.18222015","title":"Fatores associados à fragilidade de idosos com doença renal crônica em hemodiálise","year":2016,"lang":"pt","type":"article","venue":"Ciência & Saúde Coletiva","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Hemodialysis; Logistic regression; Kidney disease; Dialysis; Demography; Internal medicine","score_opus":0.016768551066312237,"score_gpt":0.27219837484238824,"score_spread":0.255429823776076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548090094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88080186,0.006656026,0.011242202,0.06895832,0.004732591,0.005181763,0.0019030988,0.0014394937,0.019084668],"genre_scores_gemma":[0.942214,0.00037395154,0.00046764186,0.0049051787,0.0024561,0.00022037287,0.00007112921,0.00029637414,0.048995253],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9914272,0.0008275231,0.0015887065,0.0016784556,0.0018482748,0.0026298761],"domain_scores_gemma":[0.99266374,0.0018771947,0.0007924792,0.0022310223,0.0007262396,0.0017093149],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001178816,0.0012384722,0.0017623034,0.00039639728,0.00052035315,0.00021104777,0.0013552007,0.0012834553,0.005225796],"category_scores_gemma":[0.0050448333,0.0009957051,0.00079098606,0.0008008452,0.0007680334,0.00037888007,0.0006329377,0.0014750522,0.0043342533],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018532485,0.0018350286,0.14466007,0.0006849053,0.0013221673,0.0018765933,0.0074454085,0.000013079464,0.10404455,0.00093370967,0.6617192,0.07361206],"study_design_scores_gemma":[0.025510188,0.0021769004,0.46983773,0.012696396,0.0018022002,0.0004309779,0.0022327977,0.0008273792,0.066182666,0.000973628,0.41392767,0.0034014734],"about_ca_topic_score_codex":0.00017015114,"about_ca_topic_score_gemma":0.00017012745,"teacher_disagreement_score":0.32517764,"about_ca_system_score_codex":0.0024729124,"about_ca_system_score_gemma":0.0016417837,"threshold_uncertainty_score":0.99924934},"labels":[],"label_agreement":null},{"id":"W2549242596","doi":"","title":"Happenings - CIHR's Institute of Aging: Improving the Health and Quality of Life of Older Canadians","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Gerontology; Quality of life (healthcare); Medicine; Psychotherapist","score_opus":0.14272472080522458,"score_gpt":0.4215315047740527,"score_spread":0.27880678396882813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2549242596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97034216,0.0065349243,0.00010099461,0.020547861,0.0003041364,0.00032008145,0.000024607958,0.0000017584633,0.0018234506],"genre_scores_gemma":[0.9987216,0.00006341089,0.00062855665,0.00023738,0.00007035331,8.065292e-7,0.0000015952711,0.000018038914,0.0002582412],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997362,0.00039394383,0.00083606096,0.00014328482,0.00069555454,0.000569137],"domain_scores_gemma":[0.9961657,0.0002915387,0.00046813439,0.00033335676,0.0010996222,0.0016416356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041138735,0.00010499216,0.0005272166,0.0007334344,0.00019611591,0.000021770265,0.00024704685,0.00007915644,0.00003421144],"category_scores_gemma":[0.0044657597,0.000084347026,0.00008768393,0.0005707028,0.0013581088,0.0001261677,0.00000885644,0.0007385268,3.4724852e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006158425,0.0004589315,0.4530108,0.005268496,0.00057151594,0.00030662582,0.18940857,0.00010165571,0.017732708,0.014368802,0.07198462,0.24617143],"study_design_scores_gemma":[0.015426369,0.00853399,0.75141096,0.04261163,0.00026882,0.0027037621,0.13171953,0.00026645034,0.018548772,0.0032542392,0.024379255,0.0008762165],"about_ca_topic_score_codex":0.23577838,"about_ca_topic_score_gemma":0.106062755,"teacher_disagreement_score":0.29840016,"about_ca_system_score_codex":0.0006819295,"about_ca_system_score_gemma":0.016467787,"threshold_uncertainty_score":0.9891079},"labels":[],"label_agreement":null},{"id":"W2550386351","doi":"","title":"VRAG-R Documentation","year":2016,"lang":"pa","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Documentation; Computer science; Programming language","score_opus":0.01840504074688661,"score_gpt":0.30532539081404164,"score_spread":0.28692035006715505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2550386351","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16723105,0.0016800618,0.024190454,0.1670956,0.0059922147,0.0015752608,0.000056291967,0.00048259535,0.63169646],"genre_scores_gemma":[0.64334697,0.00033841628,0.0006315823,0.0011030524,0.00043937252,0.000008983608,0.0000066946623,0.000019946048,0.354105],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865556,0.000045978533,0.0003070889,0.00029906654,0.00034804572,0.00034428126],"domain_scores_gemma":[0.99902725,0.00019970819,0.00006965104,0.00040664573,0.00009489253,0.00020185392],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001514521,0.0001669735,0.00019764726,0.00007972613,0.000041581232,0.000026358997,0.0000991623,0.000110766436,0.044111628],"category_scores_gemma":[0.00023591206,0.000097159056,0.00007551686,0.000120847995,0.000095281575,0.0002680396,0.000045620494,0.00007643617,0.023428619],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016013814,0.00022203304,0.024277784,0.0001550094,0.0001931924,0.00007821676,0.0009505417,2.988009e-7,0.056781493,0.00606186,0.31779292,0.5933265],"study_design_scores_gemma":[0.02394848,0.0019513017,0.12961993,0.0034018904,0.00059887586,0.00018072585,0.0014604388,0.00012058159,0.20456435,0.0030829902,0.6300465,0.0010239556],"about_ca_topic_score_codex":0.00016987813,"about_ca_topic_score_gemma":0.000054775523,"teacher_disagreement_score":0.59230256,"about_ca_system_score_codex":0.00017852888,"about_ca_system_score_gemma":0.00008385693,"threshold_uncertainty_score":0.97733176},"labels":[],"label_agreement":null},{"id":"W2552037657","doi":"10.1016/j.athoracsur.2016.09.005","title":"Psoas Muscle Area and Length of Stay in Older Adults Undergoing Cardiac Operations","year":2016,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Sarcopenia; Perioperative; Psoas Muscles; Muscle mass; Body surface area; Lumbar; Cardiology; Surgery; Internal medicine","score_opus":0.07407198244020022,"score_gpt":0.3504653979197926,"score_spread":0.2763934154795924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2552037657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98689234,0.0018039208,0.000056532917,0.010334537,0.00013984997,0.00029123115,0.00004235397,0.000021094073,0.00041812207],"genre_scores_gemma":[0.9965827,0.0025254537,0.000092510185,0.00022805414,0.000060085113,0.000016899558,0.000007913996,0.000020516669,0.00046587107],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99865,0.00018406345,0.00045475317,0.00020141985,0.00026561462,0.00024415177],"domain_scores_gemma":[0.9971287,0.0019848798,0.000113517,0.0004866565,0.00020535257,0.0000808921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011413888,0.00013237078,0.00047197496,0.00019320245,0.000038242448,0.0000068713666,0.00008523188,0.00006961861,0.000085515996],"category_scores_gemma":[0.0012901452,0.0000775551,0.00014167941,0.00024440867,0.00017785392,0.0001593118,0.00006343455,0.00009458786,0.0000066494986],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012517425,0.00066714844,0.2470423,0.0011478579,0.00044619144,0.00004021062,0.005596144,0.000048489514,0.016107447,0.00020622087,0.01793616,0.7095101],"study_design_scores_gemma":[0.0008865731,0.00019474377,0.8289523,0.009314097,0.00013735062,0.00002591713,0.0025439488,0.00021803762,0.15550712,0.00046814277,0.0013583276,0.00039341403],"about_ca_topic_score_codex":0.00022909611,"about_ca_topic_score_gemma":0.00017437486,"teacher_disagreement_score":0.7091167,"about_ca_system_score_codex":0.000013364734,"about_ca_system_score_gemma":0.00013008725,"threshold_uncertainty_score":0.31626052},"labels":[],"label_agreement":null},{"id":"W2553019438","doi":"10.1007/s00520-016-3476-8","title":"Chemotherapy treatment decision-making experiences of older adults with cancer, their family members, oncologists and family physicians: a mixed methods study","year":2016,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research","keywords":"Medicine; Thematic analysis; Family medicine; Comorbidity; Nursing research; Quality of life (healthcare); Pain medicine; Qualitative research; Nursing; Internal medicine; Psychiatry","score_opus":0.023993537572556727,"score_gpt":0.3927219021481498,"score_spread":0.36872836457559305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2553019438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98692256,0.00957557,0.00034744342,0.00032548775,0.00046223533,0.001931452,0.00013409913,0.00004064808,0.00026051138],"genre_scores_gemma":[0.99090725,0.0031455257,0.0032887552,0.00040419842,0.00010553184,0.0020300213,0.0000048197935,0.000047847385,0.00006603707],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9977925,0.00017419145,0.00050803035,0.0007347515,0.00038252588,0.00040801693],"domain_scores_gemma":[0.99804664,0.0006695628,0.00032197157,0.00041415865,0.0004481494,0.000099526325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018965035,0.0003885116,0.00085958844,0.00015473274,0.000047243266,0.000011503809,0.00014810584,0.00010958806,0.00018300641],"category_scores_gemma":[0.00009439522,0.00021236204,0.00009821159,0.00036892918,0.00037392997,0.00016888039,0.0000491232,0.00010791151,5.93189e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018150945,0.00040021594,0.067043446,0.000059210437,0.00020622865,0.000056304478,0.23605195,0.0000041550793,0.00095494854,5.3993006e-7,0.00020641439,0.6932015],"study_design_scores_gemma":[0.010514101,0.004431879,0.3596171,0.0052003926,0.00011905392,0.0000059817603,0.6059291,0.000016688298,0.012937234,0.000014839651,0.0008908086,0.0003228445],"about_ca_topic_score_codex":0.0025758103,"about_ca_topic_score_gemma":0.007438248,"teacher_disagreement_score":0.69287866,"about_ca_system_score_codex":0.0009998976,"about_ca_system_score_gemma":0.0005456153,"threshold_uncertainty_score":0.86598724},"labels":[],"label_agreement":null},{"id":"W2554312565","doi":"10.1186/s12877-016-0355-6","title":"Care recipients’ physical frailty is independently associated with subjective burden in informal caregivers in the community setting: a cross-sectional study","year":2016,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Peter's Hospital; Hamilton Health Sciences","funders":"","keywords":"Medicine; Caregiver burden; Dementia; Gerontology; Cross-sectional study; Activities of daily living; Population; Confidence interval; Outpatient clinic; Family caregivers; Geriatrics; Physical therapy; Psychiatry; Disease; Environmental health","score_opus":0.035181028733990226,"score_gpt":0.30902697610353264,"score_spread":0.27384594736954243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554312565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970385,0.000015255694,0.0000203729,0.00014056113,0.00016416698,0.0013109815,0.00011896327,0.00005282658,0.0011383641],"genre_scores_gemma":[0.99920255,0.0000022702757,0.000042447562,0.00009331433,0.00017154975,0.00009053543,0.000058615853,0.000026161022,0.0003125481],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997279,0.000554789,0.00040694504,0.00030845762,0.0010085739,0.00044223823],"domain_scores_gemma":[0.99767566,0.0010339678,0.00021267842,0.0005715126,0.00041676653,0.00008942792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092743227,0.0002573373,0.00035268496,0.0002678944,0.00021691193,0.00006982556,0.00041445272,0.00019057031,0.000027050257],"category_scores_gemma":[0.0013153233,0.0001575296,0.000098776945,0.0009773189,0.00014033487,0.0002849014,0.00017514647,0.0009823205,0.000021896589],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052510883,0.0006036054,0.9052101,0.00002543491,0.00004913757,0.000034932556,0.09303664,0.000043469314,0.000017450044,0.0000041451945,0.000087277454,0.00036275046],"study_design_scores_gemma":[0.010449401,0.0010197632,0.9493943,0.00008316331,0.000047243397,0.000016740654,0.038627017,0.000035258337,0.000042999265,0.000024219711,0.000060954346,0.00019897458],"about_ca_topic_score_codex":0.0035409594,"about_ca_topic_score_gemma":0.010764204,"teacher_disagreement_score":0.05440962,"about_ca_system_score_codex":0.00084981095,"about_ca_system_score_gemma":0.00041887825,"threshold_uncertainty_score":0.6423871},"labels":[],"label_agreement":null},{"id":"W2556906981","doi":"10.1186/s12871-016-0276-0","title":"Comparative assessment of two frailty instruments for risk-stratification in elderly surgical patients: study protocol for a prospective cohort study","year":2016,"lang":"en","type":"article","venue":"BMC Anesthesiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; Montfort Hospital; University of Ottawa","funders":"Ontario Ministry of Health and Long-Term Care; Government of Canada; Canadian Frailty Network; University of Ottawa","keywords":"Medicine; Prospective cohort study; Anesthesiology; Perioperative; Cohort; Cohort study; Relative risk; Emergency medicine; Risk assessment; Physical therapy; Intensive care medicine; Internal medicine; Surgery; Confidence interval","score_opus":0.06765538072505527,"score_gpt":0.42066896942291626,"score_spread":0.353013588697861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2556906981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66856694,4.3183178e-7,0.00047644894,0.00003049192,0.00002598802,0.33078465,0.000023574969,0.0000221894,0.0000692664],"genre_scores_gemma":[0.60554945,6.3323995e-8,0.001946621,0.000005871607,0.000027963111,0.39237377,0.000018253077,0.0000138684045,0.00006411976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974067,0.0005051793,0.000842543,0.00065338175,0.00028174362,0.0003104409],"domain_scores_gemma":[0.99761707,0.0008400036,0.0005116592,0.00044476084,0.0005086795,0.00007785451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078989385,0.0002527148,0.000884448,0.00014651456,0.00006584991,0.0000069076596,0.00016110518,0.00010933993,0.00003078018],"category_scores_gemma":[0.00030095404,0.00016218582,0.000096518335,0.00015437562,0.00014407217,0.000099565346,0.000031220985,0.00012815479,0.000004066167],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034469746,0.010808563,0.9818161,0.00007309117,0.00013737948,0.0000033700435,0.001209115,0.00000458726,0.000031854226,0.00012770783,0.00004936178,0.0022918778],"study_design_scores_gemma":[0.047126386,0.031267837,0.91921145,0.00007880844,0.00010160413,0.0000044087114,0.0011235354,0.00014331387,0.00022189325,0.00043660233,0.00012648887,0.0001576593],"about_ca_topic_score_codex":0.00011555745,"about_ca_topic_score_gemma":0.0007334268,"teacher_disagreement_score":0.06301748,"about_ca_system_score_codex":0.00023100627,"about_ca_system_score_gemma":0.00026273585,"threshold_uncertainty_score":0.66137457},"labels":[],"label_agreement":null},{"id":"W2558272683","doi":"10.1007/s13187-016-1143-x","title":"Perceptions of Study Newsletters for Older Cancer Patients in Longitudinal Studies","year":2016,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Prostate Cancer Canada; Public Health Agency of Canada","keywords":"Attrition; Medicine; Longitudinal study; Family medicine; Population; Intervention (counseling); Retention rate; Gerontology; Nursing","score_opus":0.03721931020476267,"score_gpt":0.4429619785916168,"score_spread":0.40574266838685413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558272683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851733,0.0021136354,0.00007669984,0.010455121,0.0015877825,0.00056351064,0.000010480687,0.000002427016,0.000017044877],"genre_scores_gemma":[0.99688464,0.0013790863,0.00023704572,0.00024213678,0.0005830651,0.0001338369,0.0000010238662,0.000012309075,0.0005268778],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989942,0.000028539116,0.00048803224,0.00010626403,0.00026446578,0.00011852361],"domain_scores_gemma":[0.9982824,0.000091750124,0.00039147478,0.00010365091,0.0010721796,0.000058599784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001623682,0.00008692628,0.00028794698,0.00022762457,0.000022709692,0.0000038758317,0.00006653148,0.000028184118,0.00010735935],"category_scores_gemma":[0.00019815817,0.000055558132,0.000077779194,0.0001415301,0.000045597357,0.00020410604,0.00000969743,0.00007735962,9.684107e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001693314,0.0011189725,0.8739024,0.00010344537,0.00013766321,3.9368572e-7,0.003953069,0.00000806932,0.0007139181,0.0000015368288,0.013156192,0.106735006],"study_design_scores_gemma":[0.0036138012,0.00061788945,0.9892128,0.0012542524,0.00021878473,0.0000031018158,0.0034913213,0.0000010426778,0.00038893026,0.00003743851,0.0011006792,0.000059956084],"about_ca_topic_score_codex":0.00023409988,"about_ca_topic_score_gemma":0.0008783395,"teacher_disagreement_score":0.1153104,"about_ca_system_score_codex":0.0006213837,"about_ca_system_score_gemma":0.0005299687,"threshold_uncertainty_score":0.22655948},"labels":[],"label_agreement":null},{"id":"W2558345876","doi":"10.1017/s1041610216002088","title":"The cumulative effect of frailty and cognition on mortality – results of a prospective cohort study","year":2016,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Waterloo; University of Manitoba","funders":"Health Canada; University of Manitoba","keywords":"Hazard ratio; Medicine; Prospective cohort study; Gerontology; Proportional hazards model; Confidence interval; Cohort study; Cohort; Cognition; Cognitive impairment; Frailty Index; Internal medicine; Psychiatry","score_opus":0.02268566623077855,"score_gpt":0.3609778409205348,"score_spread":0.33829217468975625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558345876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867758,0.000024335062,0.00008916277,0.000791259,0.0005238312,0.0014585465,0.00022645741,0.000017880435,0.01009274],"genre_scores_gemma":[0.99910796,0.000060776063,0.000033645974,0.000020419471,0.00012663323,0.000060217346,0.000014955772,0.000010963666,0.00056444923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984134,0.00010488928,0.0004432941,0.00029236803,0.00064886536,0.000097172604],"domain_scores_gemma":[0.9976971,0.0011956079,0.0003195907,0.00027502116,0.00046718543,0.000045474513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080906344,0.0001239357,0.00024190535,0.00009849793,0.000035442852,0.000008447815,0.00011291306,0.000052630792,0.000016947337],"category_scores_gemma":[0.0018740012,0.000065338645,0.0000680309,0.00015338928,0.00014596863,0.00006399784,0.000034816945,0.00009255249,0.0000072256817],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060508526,0.00052362436,0.9810266,0.000022886856,0.00073569355,0.000005848619,0.0003292551,0.0000017763982,0.0019198705,0.00032863228,0.0009877932,0.008067201],"study_design_scores_gemma":[0.008378029,0.0025592968,0.9814833,0.00012173458,0.00015508023,0.0000056232343,0.00004489974,0.000028877188,0.0061091273,0.00083628617,0.00021090065,0.00006687066],"about_ca_topic_score_codex":0.000062266954,"about_ca_topic_score_gemma":0.000030493848,"teacher_disagreement_score":0.012332152,"about_ca_system_score_codex":0.000068209265,"about_ca_system_score_gemma":0.000024763696,"threshold_uncertainty_score":0.26644328},"labels":[],"label_agreement":null},{"id":"W2558663865","doi":"10.14283/jfa.2016.108","title":"CAN AN INTERVENTION WITH TESTOSTERONE AND NUTRITIONAL SUPPLEMENT IMPROVE THE FRAILTY LEVEL OF UNDER-NOURISHED OLDER PEOPLE?","year":2016,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Medicine; Gerontology; Intervention (counseling); Randomized controlled trial; Testosterone (patch); Placebo; Calorie; Physical therapy; Internal medicine; Alternative medicine; Psychiatry","score_opus":0.053690223348834665,"score_gpt":0.3088451131118887,"score_spread":0.25515488976305406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558663865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92702603,0.00035508545,0.011518616,0.060411826,0.00014552665,0.0003768254,0.00011588324,0.000011218122,0.00003899096],"genre_scores_gemma":[0.99730504,0.00009461429,0.0014108915,0.00039501197,0.00030804862,0.000006039456,0.000009534061,0.00002901218,0.0004418236],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99806195,0.00020519456,0.00063802104,0.00015897171,0.0006567906,0.0002790743],"domain_scores_gemma":[0.9980498,0.00040427566,0.0006081153,0.00038701616,0.00039561375,0.0001551734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011587072,0.00020058955,0.0003782166,0.00012214156,0.00013746165,0.000029996867,0.00027844982,0.000054771386,0.00023626274],"category_scores_gemma":[0.000102757695,0.000088085246,0.000111043795,0.0001408769,0.0002532176,0.00028681624,0.00008804141,0.00034793123,0.0000015607499],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005009798,0.0031528743,0.19609265,0.0010868328,0.0028051264,0.00011991641,0.03609665,0.00009190425,0.53122026,0.0009828083,0.01829963,0.20504156],"study_design_scores_gemma":[0.015107343,0.0035448272,0.93267465,0.0033862311,0.0007287159,0.0023564312,0.004966964,0.000089095214,0.033697706,0.0026183925,0.00056575006,0.00026391636],"about_ca_topic_score_codex":0.00047787072,"about_ca_topic_score_gemma":0.0016098302,"teacher_disagreement_score":0.736582,"about_ca_system_score_codex":0.00012895631,"about_ca_system_score_gemma":0.0001353273,"threshold_uncertainty_score":0.35920122},"labels":[],"label_agreement":null},{"id":"W2559139325","doi":"10.1007/s40520-016-0689-0","title":"Development and validation of a frailty index in the Longitudinal Aging Study Amsterdam","year":2016,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Gerontology; Index (typography); Longitudinal study; Medicine; Psychology; Computer science","score_opus":0.28058158587219856,"score_gpt":0.5164844120412636,"score_spread":0.23590282616906505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559139325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968593,0.00025505535,0.000018426674,0.0020120908,0.000038517228,0.00048920856,6.256401e-7,0.00000857285,0.00031816465],"genre_scores_gemma":[0.99933255,0.000031821564,0.00023367639,0.00007135908,0.00006413961,0.00004499233,0.0000013470118,0.000008058903,0.00021205259],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980629,0.000309783,0.00044827108,0.00032231692,0.00060555077,0.00025119513],"domain_scores_gemma":[0.99863255,0.00095336576,0.000039741426,0.00020907576,0.00006343292,0.00010182946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003107209,0.000088866684,0.0002172249,0.00011736943,0.00009734747,0.000027946548,0.00011229945,0.00004745316,0.000026263453],"category_scores_gemma":[0.00041133992,0.000048057318,0.00002451006,0.00017275172,0.00038072214,0.000090923146,0.0002519274,0.0002824282,0.0000075344947],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017303824,0.0007334812,0.9533675,0.000025945039,0.00002902511,0.00004017548,0.0070438636,5.1789783e-8,0.0031531947,0.000025821291,0.00007845556,0.0353295],"study_design_scores_gemma":[0.0038826885,0.0006996289,0.95690095,0.00035882473,0.0000060897346,0.000019600075,0.009852416,0.000019961,0.027652515,0.00005841968,0.00047394045,0.000074968],"about_ca_topic_score_codex":0.0001574142,"about_ca_topic_score_gemma":0.000041533935,"teacher_disagreement_score":0.03525453,"about_ca_system_score_codex":0.0000392079,"about_ca_system_score_gemma":0.00006175071,"threshold_uncertainty_score":0.19597206},"labels":[],"label_agreement":null},{"id":"W2559405193","doi":"10.1136/bmjopen-2016-013666","title":"Algorithm for predicting death among older adults in the home care setting: study protocol for the Risk Evaluation for Support: Predictions for Elder-life in the Community Tool (RESPECT)","year":2016,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bruyère; Health Sciences Centre; University of Toronto; McMaster University; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Gerontology; Protocol (science); Risk assessment; Alternative medicine; Computer security; Pathology","score_opus":0.1139300358806738,"score_gpt":0.4486903193157664,"score_spread":0.3347602834350926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559405193","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06657438,0.000007085705,0.027786523,0.0030611136,0.00014283242,0.9011151,0.0010835892,0.000045848978,0.00018352536],"genre_scores_gemma":[0.3190405,6.4229096e-7,0.0025961038,0.00029584364,0.0003293662,0.67745924,0.00011727719,0.00004451778,0.000116528914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963715,0.001095788,0.00092603796,0.00043952107,0.00063284044,0.0005343346],"domain_scores_gemma":[0.9901203,0.0072269696,0.000490336,0.0013497275,0.00074903836,0.00006361056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013639281,0.00029583016,0.00041891425,0.0001070999,0.0009799281,0.00015959851,0.0012899294,0.00014049192,0.000030440182],"category_scores_gemma":[0.0075592264,0.00013742843,0.00020488427,0.00023147275,0.00009973893,0.00035532346,0.00022262531,0.00039418298,0.0000015431903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0064396355,0.0031945584,0.47946393,0.0014458493,0.00043333916,0.0000036867016,0.23603514,0.00015697141,0.0000044620692,0.000063590946,0.02943872,0.24332012],"study_design_scores_gemma":[0.059157524,0.0056008776,0.7408253,0.00156411,0.000637295,0.000012993632,0.13834733,0.05031689,0.000040875548,0.0008230305,0.0023742178,0.0002995936],"about_ca_topic_score_codex":0.0012091467,"about_ca_topic_score_gemma":0.009127904,"teacher_disagreement_score":0.26136133,"about_ca_system_score_codex":0.00023185943,"about_ca_system_score_gemma":0.00057280675,"threshold_uncertainty_score":0.9049646},"labels":[],"label_agreement":null},{"id":"W2560236754","doi":"10.11606/t.22.2016.tde-30092016-162423","title":"A fragilidade e sua relação com a mortalidade em idosos de uma comunidade brasileira","year":2016,"lang":"pt","type":"dissertation","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"McNemar's test; Humanities; Psychology; Statistics; Mathematics; Art","score_opus":0.023860039073511533,"score_gpt":0.3132736702849696,"score_spread":0.2894136312114581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560236754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93273467,0.002962284,0.006707699,0.0032562613,0.004770477,0.004922644,0.00072343973,0.0013096835,0.042612873],"genre_scores_gemma":[0.72305846,0.00035339594,0.00075857894,0.0022830304,0.0009034528,0.0003453335,0.0032138708,0.0005363681,0.26854753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98967916,0.00065223756,0.0026063495,0.0021923496,0.002212157,0.00265772],"domain_scores_gemma":[0.99199396,0.0012214633,0.0013034849,0.002951289,0.00080672005,0.001723071],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0009134887,0.002259934,0.0027842,0.0010496487,0.000619967,0.00039979556,0.0016420957,0.003149949,0.013451054],"category_scores_gemma":[0.001830119,0.001928468,0.0011695537,0.00094583124,0.00032845934,0.0004977641,0.00025563492,0.0031831374,0.006278844],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006571956,0.0065263673,0.33847716,0.013315914,0.009851298,0.006555548,0.15408081,0.00004829247,0.1318135,0.009173872,0.19008122,0.13350406],"study_design_scores_gemma":[0.052712347,0.0059327763,0.57616675,0.05267351,0.010410014,0.002706831,0.15528642,0.014362676,0.09841667,0.0015749693,0.017000362,0.012756685],"about_ca_topic_score_codex":0.0018026232,"about_ca_topic_score_gemma":0.0023326369,"teacher_disagreement_score":0.23768958,"about_ca_system_score_codex":0.0012015422,"about_ca_system_score_gemma":0.001669299,"threshold_uncertainty_score":0.99911654},"labels":[],"label_agreement":null},{"id":"W2560461349","doi":"10.1182/blood.v126.23.3306.3306","title":"Feasibility of Routine Frailty Screening Assessment for Patients in a Hematologic Oncology Clinic: Results from a Pilot Study","year":2015,"lang":"en","type":"article","venue":"Blood","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Grip strength; Population; Weight loss; Geriatrics; Physical therapy; Test (biology); Geriatric oncology; Internal medicine; Cancer; Obesity","score_opus":0.21601456962146423,"score_gpt":0.42763248899330164,"score_spread":0.2116179193718374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560461349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944306,0.00003394256,0.00019612523,0.00048152704,0.00017032736,0.0032049746,0.00027141062,0.000052922103,0.00115815],"genre_scores_gemma":[0.9729416,0.0000023480509,0.026384385,0.00011297332,0.00006922583,0.00013336657,0.00024824546,0.000020455069,0.00008740884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99727774,0.00027499726,0.0011468912,0.0005696019,0.00042098842,0.00030976304],"domain_scores_gemma":[0.9974027,0.00094121293,0.00041269348,0.0006555131,0.0003951637,0.0001926934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014375367,0.0001959445,0.0008458831,0.00010373934,0.000025579,0.0000065469267,0.00018460261,0.00011539983,0.000018919412],"category_scores_gemma":[0.0046905624,0.00016588847,0.00007589419,0.00020719193,0.000071283255,0.00006297954,0.00014931706,0.0002836169,0.000007878855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005014817,0.038025133,0.9537228,0.000039366118,0.00013238608,0.000036855592,0.0012493568,0.000002932855,0.00007513355,0.0000035587004,0.0005416374,0.0011560728],"study_design_scores_gemma":[0.1058385,0.03227854,0.8593281,0.00014318826,0.00024740226,0.0000044761555,0.0013212729,0.00012161233,0.00024221923,0.00025555154,0.00008428652,0.00013486644],"about_ca_topic_score_codex":0.0018345255,"about_ca_topic_score_gemma":0.0017733871,"teacher_disagreement_score":0.10082368,"about_ca_system_score_codex":0.000151777,"about_ca_system_score_gemma":0.00032318922,"threshold_uncertainty_score":0.67647356},"labels":[],"label_agreement":null},{"id":"W2560581721","doi":"10.1097/01.xeb.0000511332.11553.51","title":"Predicting risk and outcomes for frail older adults","year":2016,"lang":"en","type":"article","venue":"International Journal of Evidence-Based Healthcare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Context (archaeology); Gerontology; Stressor; Quality of life (healthcare); Health care; MEDLINE; Systematic review; Vulnerability (computing); Psychiatry","score_opus":0.07775807929648314,"score_gpt":0.38644036707896795,"score_spread":0.3086822877824848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2560581721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76798576,0.002112661,0.0067013977,0.22117828,0.0013854207,0.0004747639,0.00012330139,0.000027923626,0.000010515355],"genre_scores_gemma":[0.9900357,0.0010240091,0.0046710283,0.0030656834,0.00093246496,0.000020065065,0.00000375711,0.000025346895,0.00022194786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977706,0.00009268024,0.0007913114,0.00023070065,0.00086918287,0.0002455428],"domain_scores_gemma":[0.99405485,0.0023258661,0.00072654814,0.00017462128,0.0024089413,0.0003091563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078230136,0.00016675254,0.00036698417,0.0002906695,0.00007237861,0.000032111817,0.00025086998,0.00011357968,0.00007808319],"category_scores_gemma":[0.006287998,0.00009284013,0.00021820958,0.000067018525,0.00008486433,0.00043692533,0.000035059446,0.0002701169,0.000005935872],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013725727,0.00006265814,0.8190046,0.00018065215,0.0001248377,0.000054813827,0.00030925815,0.0000033543079,0.000109189,0.00004505098,0.0010456872,0.17768732],"study_design_scores_gemma":[0.010198755,0.0015527459,0.9591177,0.023405105,0.00011936311,0.0003362309,0.0003179741,0.00037506418,0.0011836916,0.0005224109,0.002698138,0.0001728391],"about_ca_topic_score_codex":0.00020082739,"about_ca_topic_score_gemma":0.00011057482,"teacher_disagreement_score":0.22204995,"about_ca_system_score_codex":0.00031741653,"about_ca_system_score_gemma":0.0005509715,"threshold_uncertainty_score":0.7527775},"labels":[],"label_agreement":null},{"id":"W2562390848","doi":"10.2147/cia.s124003","title":"Is the acute care of frail elderly patients in a comprehensive geriatric assessment unit superior to conventional acute medical care?","year":2016,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Engineering Link (Canada)","funders":"Västra Götalandsregionen","keywords":"Medicine; Confidence interval; Odds ratio; Acute care; Quality of life (healthcare); Randomized controlled trial; Intervention (counseling); Physical therapy; Geriatrics; Health care; Emergency medicine; Internal medicine; Nursing","score_opus":0.07635346427995596,"score_gpt":0.4514541441579573,"score_spread":0.37510067987800133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562390848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850961,0.00041275288,0.00091206835,0.011145509,0.00091850257,0.0009306671,0.00018984961,0.000028656237,0.00036591437],"genre_scores_gemma":[0.99654675,0.00018275443,0.0014057015,0.0010184728,0.00010702852,0.00012441636,0.000086088905,0.000026593589,0.0005022012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99634796,0.0003670376,0.001772656,0.0004811151,0.00068259984,0.0003486271],"domain_scores_gemma":[0.99742687,0.0009305987,0.00023081935,0.0005437566,0.000632879,0.00023508286],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005134469,0.0002080811,0.00062594924,0.00035386463,0.000060447102,0.00001926438,0.00043680245,0.00020615381,0.0010604308],"category_scores_gemma":[0.000749828,0.00013801365,0.0006989209,0.00053706183,0.00031224627,0.00010655407,0.00037395317,0.0006037237,0.00006784872],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013684639,0.00083990995,0.8995792,0.00026382977,0.0004974045,0.00009476627,0.0017988123,0.0000016963568,0.00005356681,0.00011542778,0.0021806173,0.09443788],"study_design_scores_gemma":[0.00804094,0.0012438248,0.9785616,0.00559043,0.0003088827,0.000013780041,0.0019903164,0.000041335643,0.000082085426,0.0000889107,0.0038634972,0.00017440821],"about_ca_topic_score_codex":0.00014986248,"about_ca_topic_score_gemma":0.0004698861,"teacher_disagreement_score":0.09426347,"about_ca_system_score_codex":0.00023486181,"about_ca_system_score_gemma":0.00028638315,"threshold_uncertainty_score":0.9998527},"labels":[],"label_agreement":null},{"id":"W2566078645","doi":"10.5539/ijsp.v6n1p48","title":"Parameter Estimation of Shared Frailty Models Based on Particle Swarm Optimization","year":2016,"lang":"en","type":"article","venue":"International Journal of Statistics and Probability","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Unobservable; Particle swarm optimization; Estimation; Computer science; Estimation theory; Multivariate statistics; Mathematical optimization; Statistics; Mathematics; Econometrics; Algorithm; Economics","score_opus":0.04128211561679656,"score_gpt":0.31131838370932896,"score_spread":0.2700362680925324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566078645","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17201023,0.000013355724,0.8248506,0.0025096538,0.00014115784,0.0001282366,0.00026434546,0.000005080597,0.00007729125],"genre_scores_gemma":[0.7613865,0.00001944579,0.23840372,0.00011589045,0.00003129449,0.0000023151458,0.000012899102,0.0000055816363,0.000022310456],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99879575,0.000043145945,0.00049221225,0.00011101931,0.00047949402,0.000078396464],"domain_scores_gemma":[0.998032,0.0005335637,0.00031122475,0.00011476941,0.0009221245,0.00008637066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032763748,0.00007953286,0.00017768782,0.000065685905,0.000014821741,0.00001845403,0.000083410654,0.000041352258,0.00014216173],"category_scores_gemma":[0.0014470305,0.000052328192,0.000044434084,0.000041155527,0.000095433075,0.00017016781,0.000016756598,0.0000743536,0.0000012859537],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031226622,0.0011367553,0.015561403,0.00018244937,0.00024029911,0.00004536397,0.00039584047,0.75832313,0.001155553,0.009559555,0.0010196597,0.20925733],"study_design_scores_gemma":[0.0024881423,0.00068706943,0.01594703,0.0003720255,0.000049915743,0.00002993453,0.0000054411835,0.9239331,0.0030643381,0.053319268,0.000034838627,0.000068882546],"about_ca_topic_score_codex":0.00000973992,"about_ca_topic_score_gemma":0.0000022490951,"teacher_disagreement_score":0.58937633,"about_ca_system_score_codex":0.00009203292,"about_ca_system_score_gemma":0.000099036224,"threshold_uncertainty_score":0.21338817},"labels":[],"label_agreement":null},{"id":"W2566890136","doi":"10.1186/s12877-016-0382-3","title":"Performance of Edmonton Frail Scale on frailty assessment: its association with multi-dimensional geriatric conditions assessed with specific screening tools","year":2017,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":191,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Università degli Studi di Pavia","keywords":"Medicine; Sarcopenia; Activities of daily living; Geriatric Depression Scale; Functional Independence Measure; Mood; Barthel index; Osteoporosis; Physical therapy; Gerontology; Mini–Mental State Examination; Internal medicine; Depression (economics); Frailty Index; National Health and Nutrition Examination Survey; Cognition; Cognitive impairment; Population; Psychiatry; Depressive symptoms; Disease","score_opus":0.05863261503171659,"score_gpt":0.3136088892405224,"score_spread":0.2549762742088058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2566890136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991393,0.000076276665,0.0026860395,0.0004288211,0.0003196349,0.0010547044,0.0002049357,0.00011174995,0.00372483],"genre_scores_gemma":[0.93605816,0.00007366126,0.060486827,0.000077602475,0.0003873273,0.00007163162,0.00026361624,0.00007061157,0.0025105658],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99683577,0.00008949962,0.0005634032,0.00059622386,0.0013872305,0.00052786845],"domain_scores_gemma":[0.99616224,0.0004615661,0.0012204533,0.0010294991,0.00089709874,0.00022913756],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005748442,0.00038801867,0.00066268607,0.0003006001,0.0006545536,0.00018659262,0.00033292198,0.00028204042,0.00021038715],"category_scores_gemma":[0.00040109118,0.00031509064,0.00013238129,0.00041993678,0.00010926428,0.0007336458,0.000090760346,0.00053681864,0.000053588083],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012072761,0.0009454328,0.9829533,0.00035078404,0.00019042281,0.000031762418,0.00011328453,0.0023354918,0.007721456,0.00008266797,0.002541788,0.0015263215],"study_design_scores_gemma":[0.00808453,0.0015059052,0.9767864,0.0003873908,0.00026623125,0.000032069558,0.000059885642,0.0069544013,0.0046519036,0.0000030135554,0.0008794103,0.00038889563],"about_ca_topic_score_codex":0.000046879566,"about_ca_topic_score_gemma":0.00011540476,"teacher_disagreement_score":0.05780079,"about_ca_system_score_codex":0.0003946098,"about_ca_system_score_gemma":0.00056035037,"threshold_uncertainty_score":0.99993014},"labels":[],"label_agreement":null},{"id":"W2567733371","doi":"10.1212/wnl.86.16_supplement.i9.009","title":"The Effect of Age in the Association Between Frailty and Poor Sleep Quality in Community-Dwellers (The Atahualpa Project) (I9.009)","year":2016,"lang":"en","type":"article","venue":"Neurology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sleep quality; Gerontology; Association (psychology); Sleep (system call); Medicine; Psychology; Psychiatry; Insomnia; Computer science; Psychotherapist","score_opus":0.03524761433059802,"score_gpt":0.3297447760623407,"score_spread":0.2944971617317427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2567733371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.959743,0.000048707057,0.000003928835,0.038421728,0.000095231924,0.00089080405,0.000013263518,0.000015364994,0.0007679374],"genre_scores_gemma":[0.99814534,0.00004551061,0.0000032012185,0.0015619205,0.00006664297,0.000058500907,0.000009059575,0.000011838718,0.00009795451],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9930225,0.0058906246,0.000379113,0.00016155235,0.00025855657,0.00028762713],"domain_scores_gemma":[0.98316866,0.016017051,0.00019735901,0.0005624428,0.000030962336,0.000023512368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046530263,0.00012944551,0.0003475326,0.000069761234,0.00013462821,0.000009772566,0.00034271568,0.0001773696,0.0000048736592],"category_scores_gemma":[0.0035686647,0.00005388609,0.00005274565,0.00021439389,0.0002941418,0.000041362746,0.0001226819,0.00087649433,0.000008808531],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059835275,0.000044362292,0.98015904,0.00004352737,0.00004192068,0.000013322331,0.002633673,6.292104e-7,0.0008697999,0.00005205475,0.0008074612,0.014735873],"study_design_scores_gemma":[0.0029189272,0.0020899277,0.98788136,0.000021875077,0.000044706365,0.000010220087,0.00008638325,0.000011025666,0.00043158646,0.00021634258,0.006234256,0.000053393003],"about_ca_topic_score_codex":0.0022522553,"about_ca_topic_score_gemma":0.0070216777,"teacher_disagreement_score":0.038402338,"about_ca_system_score_codex":0.000048837348,"about_ca_system_score_gemma":0.000027063325,"threshold_uncertainty_score":0.42722827},"labels":[],"label_agreement":null},{"id":"W2567996192","doi":"10.1186/s12877-016-0397-9","title":"Treatment in a Geriatric Day Hospital improve individualized outcome measures using Goal Attainment Scaling","year":2017,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Dalhousie University","keywords":"Goal Attainment Scaling; Medicine; Cohort; Rehabilitation; Cohort study; Physical therapy; Emergency medicine; Internal medicine","score_opus":0.059024231379656775,"score_gpt":0.33834533531494804,"score_spread":0.27932110393529125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2567996192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931249,0.00056438823,0.0014954109,0.0006114856,0.0017744467,0.0017727535,0.00005868649,0.00009840683,0.00049953186],"genre_scores_gemma":[0.9797339,0.000092005015,0.01851674,0.00005150522,0.0008148838,0.00009393452,0.000028696368,0.00007336206,0.0005949665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99697083,0.000119927805,0.00082407217,0.00066042657,0.0007196774,0.0007050754],"domain_scores_gemma":[0.99766594,0.00015770801,0.00053684425,0.0012395888,0.00011970089,0.00028021674],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006827692,0.0004393646,0.00079623656,0.000367444,0.00033023913,0.00023381805,0.00036684962,0.00026514864,0.000038745544],"category_scores_gemma":[0.0013914611,0.0003792161,0.00029809662,0.00024250658,0.00009471775,0.00024036568,0.00023310778,0.00024752266,0.000045380057],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019843831,0.0007541084,0.9775882,0.00017372036,0.0001108387,0.00022200008,0.0016011496,0.00011853651,0.0020222745,0.00004131797,0.00007548634,0.017093973],"study_design_scores_gemma":[0.022888005,0.0010628768,0.9639096,0.00011063317,0.0007844058,0.00007724192,0.00052496826,0.0039037,0.0023348376,0.00013219638,0.003361666,0.0009098647],"about_ca_topic_score_codex":0.0012527355,"about_ca_topic_score_gemma":0.0001223275,"teacher_disagreement_score":0.022689568,"about_ca_system_score_codex":0.0011535997,"about_ca_system_score_gemma":0.00042764193,"threshold_uncertainty_score":0.99986595},"labels":[],"label_agreement":null},{"id":"W2570781645","doi":"10.1093/ageing/afw247","title":"Interventions to prevent or reduce the level of frailty in community-dwelling older adults: a scoping review of the literature and international policies","year":2016,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":522,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Toronto Rehabilitation Institute; University of British Columbia; Vancouver Coastal Health; University Health Network; University of Toronto; Dalhousie University; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Psychological intervention; Medicine; Prehabilitation; Psychosocial; Gerontology; Quality of life (healthcare); Physical therapy; MEDLINE; Psychiatry; Nursing","score_opus":0.15240005973335802,"score_gpt":0.4295222980376188,"score_spread":0.2771222383042608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2570781645","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014050391,0.9950248,0.00003081837,0.0013878734,0.000114008224,0.0017924065,0.00010388659,0.0000058253236,0.00013533329],"genre_scores_gemma":[0.0017271176,0.9962372,0.00013658064,0.0003485255,0.00008222079,0.00008093959,0.000027267637,0.00001916401,0.0013409827],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99835587,0.00037768067,0.0007915643,0.00016944614,0.00017004301,0.00013539418],"domain_scores_gemma":[0.99848586,0.0005271336,0.00038524132,0.00045868225,0.00010003455,0.000043018863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006119967,0.00020490933,0.0008650576,0.00013564306,0.000084760744,0.000025538247,0.00033368883,0.000097686585,0.000031491825],"category_scores_gemma":[0.000978749,0.00009233922,0.0002660029,0.00032020023,0.00010826786,0.00006849166,0.00040220632,0.00056486647,7.208186e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000073350675,0.00006959832,0.0000044943213,0.41407073,0.00006474558,0.000038205526,0.003941079,4.701497e-8,0.000003068783,0.00001987401,0.00020705738,0.5815738],"study_design_scores_gemma":[0.00029513543,0.000048004917,0.00040665385,0.98233116,0.00021533843,0.00008673504,0.00019248186,3.0954882e-7,0.000008683968,0.000023790124,0.016299935,0.000091800175],"about_ca_topic_score_codex":0.00014818319,"about_ca_topic_score_gemma":0.00028389262,"teacher_disagreement_score":0.581482,"about_ca_system_score_codex":0.000037457845,"about_ca_system_score_gemma":0.00009008514,"threshold_uncertainty_score":0.3765484},"labels":[],"label_agreement":null},{"id":"W2573577449","doi":"10.1186/s12877-017-0423-6","title":"Prevalence of frailty in Canadians 18–79 years old in the Canadian Health Measures Survey","year":2017,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Boniface Hospital; Seven Oaks General Hospital; University of Manitoba; Research Manitoba","funders":"","keywords":"Medicine; Gerontology; Rehabilitation; Physical therapy","score_opus":0.10933184922774528,"score_gpt":0.33722610820781135,"score_spread":0.22789425898006607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2573577449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992159,0.00086048566,0.000011495596,0.003373488,0.00035935725,0.0008586324,0.0003826832,0.000009878421,0.0019849474],"genre_scores_gemma":[0.9977911,0.00020867011,0.00032023175,0.0007287283,0.000078679834,0.000014515206,0.000021832304,0.00001821227,0.00081803533],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981617,0.00028378612,0.00038657887,0.0002535205,0.0004196475,0.0004948149],"domain_scores_gemma":[0.99817723,0.00020487304,0.00019987626,0.0010197418,0.00010225205,0.00029605537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023472805,0.00012882978,0.00030177325,0.00030875372,0.00012861569,0.00004591579,0.00058316696,0.00012996586,0.000053192773],"category_scores_gemma":[0.002910626,0.000113968184,0.00004775849,0.00031263314,0.000106592204,0.000072771974,0.000031034895,0.0003241136,0.000013703314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021185084,0.00003709401,0.9864658,0.00020509317,0.0000043897994,0.000040922736,0.0017115549,0.00003081835,0.000003150873,0.000041852603,0.009752576,0.0016855524],"study_design_scores_gemma":[0.00085170835,0.00007675977,0.9970095,0.000107567386,0.000009435091,0.000010920677,0.00010239543,0.000045222005,0.0000059815175,0.000036234018,0.0016447644,0.00009952178],"about_ca_topic_score_codex":0.98677236,"about_ca_topic_score_gemma":0.99920374,"teacher_disagreement_score":0.012431396,"about_ca_system_score_codex":0.00054224726,"about_ca_system_score_gemma":0.0039435406,"threshold_uncertainty_score":0.6995672},"labels":[],"label_agreement":null},{"id":"W2574743699","doi":"10.1093/ageing/afw257","title":"Frailty affects the initial treatment response and time to recovery of mobility in acutely ill older adults admitted to hospital","year":2017,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Medicine; Confidence interval; Balance (ability); Odds ratio; Cohort; Odds; Geriatrics; Physical therapy; Internal medicine; Logistic regression","score_opus":0.01929371326235715,"score_gpt":0.29925320125191623,"score_spread":0.2799594879895591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2574743699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937301,0.000098545774,0.000007988295,0.004461168,0.00006803724,0.0010837199,0.000027801174,0.00001775267,0.0005048304],"genre_scores_gemma":[0.9979768,0.000023579116,0.0002031641,0.00062627083,0.000068431815,0.000046965855,0.000005621162,0.0000140680995,0.0010351096],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990782,0.00009006807,0.00017442877,0.00031100897,0.00013342158,0.00021286678],"domain_scores_gemma":[0.9988744,0.00034428897,0.00006769855,0.0005141425,0.000043997763,0.00015544482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027810002,0.0001547798,0.00029927975,0.00007436711,0.00012349333,0.00004648713,0.00009814769,0.000073041025,0.00003728456],"category_scores_gemma":[0.0012484092,0.0001057449,0.000045750574,0.00006745516,0.00008396317,0.0001245798,0.00013536602,0.00010163537,0.000019073077],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0155152045,0.0012248292,0.028078292,0.00029153802,0.00026369814,0.017951287,0.039007794,0.000008782028,0.032002162,0.0000055871706,0.0026846137,0.86296624],"study_design_scores_gemma":[0.0025735232,0.0023153706,0.9888782,0.00071334786,0.00003961512,0.000017981092,0.00023426971,0.000041004136,0.0041740104,0.00001658752,0.00087175274,0.00012433437],"about_ca_topic_score_codex":0.000659023,"about_ca_topic_score_gemma":0.00024991768,"teacher_disagreement_score":0.96079993,"about_ca_system_score_codex":0.000052516978,"about_ca_system_score_gemma":0.00003709788,"threshold_uncertainty_score":0.43121517},"labels":[],"label_agreement":null},{"id":"W2577626507","doi":"10.1016/j.jamda.2016.11.015","title":"Modifying the Phenotypic Frailty Model in Predicting Risk of Major Osteoporotic Fracture in the Elderly","year":2017,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University Health Network; Programs for Assessment of Technology in Health Research Institute; Toronto General Hospital; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Weighting; Proportional hazards model; Osteoporosis; Physical therapy; Statistics; Internal medicine; Mathematics","score_opus":0.016782558644292744,"score_gpt":0.3031790803377088,"score_spread":0.28639652169341606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2577626507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9630646,0.00016206887,0.0002640621,0.035559602,0.0002984554,0.00030130948,0.0000073584033,0.0000065326703,0.00033601627],"genre_scores_gemma":[0.99790776,0.00017286329,0.00020910375,0.0012468039,0.0003556947,0.000006540621,0.0000010274698,0.000017295031,0.00008292805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960473,0.00072989974,0.0008318212,0.00013940745,0.0019526175,0.00029891622],"domain_scores_gemma":[0.9937067,0.0016149178,0.0038278976,0.0005470209,0.00020124139,0.000102234626],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004619225,0.00015505368,0.00057953293,0.00010531818,0.0002446188,0.000045899902,0.0009843347,0.00013563439,0.000020917943],"category_scores_gemma":[0.029626014,0.000072193354,0.00026154614,0.0003066698,0.00022883098,0.00016462282,0.00008886109,0.0018408459,0.0000012578082],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013017486,0.00017826052,0.96504104,0.000025339596,0.00015046174,0.000014368073,0.0043929857,0.0015497966,0.00019647932,0.00000598453,0.0013706423,0.026944466],"study_design_scores_gemma":[0.0015253683,0.00022208941,0.97087634,0.0004933338,0.00022292181,0.00002251313,0.0010012245,0.024714516,0.00012759739,0.00062039617,0.000101935984,0.00007179563],"about_ca_topic_score_codex":0.0032917897,"about_ca_topic_score_gemma":0.0012656308,"teacher_disagreement_score":0.03484315,"about_ca_system_score_codex":0.00047639478,"about_ca_system_score_gemma":0.0003550214,"threshold_uncertainty_score":0.9785479},"labels":[],"label_agreement":null},{"id":"W2581333497","doi":"10.1186/s12891-017-1403-x","title":"An overview of osteoporosis and frailty in the elderly","year":2017,"lang":"en","type":"review","venue":"BMC Musculoskeletal Disorders","topic":"Frailty in Older Adults","field":"Medicine","cited_by":217,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Programs for Assessment of Technology in Health Research Institute; St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Osteoporosis; Medicine; Sports medicine; Gerontology; Public health; Physical therapy; Osteoporotic fracture; Geriatrics; Epidemiology; Internal medicine; Bone mineral; Pathology","score_opus":0.12043010845429193,"score_gpt":0.4136643985640956,"score_spread":0.2932342901098037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2581333497","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001300599,0.993355,0.0000102568765,0.00014690291,0.0001453046,0.0023349884,0.000066658155,0.000034398858,0.0026058853],"genre_scores_gemma":[0.0011809721,0.99750906,0.0003427403,0.00004731404,0.00009760131,0.00023766648,0.00028893494,0.00008550224,0.00021018738],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969395,0.0005263089,0.0008790302,0.00067696633,0.0005507394,0.0004274597],"domain_scores_gemma":[0.9968352,0.0004255646,0.00057146186,0.001964281,0.00005204574,0.00015147886],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007386855,0.0006152364,0.0021762678,0.00027524383,0.00011079174,0.000059823215,0.0007830976,0.00046490668,0.000111864974],"category_scores_gemma":[0.00053371006,0.00039863712,0.0010357983,0.00029744062,0.00043084126,0.00020045854,0.00011276929,0.0006607778,0.000027624785],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000079527945,0.0002411323,0.00057628733,0.072533734,0.00007577869,0.000004795304,0.0002598743,1.6014612e-7,2.4933433e-7,0.0001322959,0.00023642478,0.92593133],"study_design_scores_gemma":[0.001250571,0.0012107454,0.012597457,0.02100823,0.0013820794,0.00005033599,0.00034620258,0.000007734188,7.175013e-8,0.00024937137,0.9613924,0.00050480437],"about_ca_topic_score_codex":0.00059778366,"about_ca_topic_score_gemma":0.0032912993,"teacher_disagreement_score":0.96115595,"about_ca_system_score_codex":0.000048632977,"about_ca_system_score_gemma":0.0003612356,"threshold_uncertainty_score":0.9998466},"labels":[],"label_agreement":null},{"id":"W2582058445","doi":"10.1016/j.cjca.2015.07.355","title":"FRAILTY PREDICTS MORTALITY AND BASELINE CARDIAC OUTPUT IN THE ISOLATED RAT HEART","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Frailty Index; Ischemia; Population; Internal medicine; Adverse effect; Cardiology","score_opus":0.06761904355235128,"score_gpt":0.2992186510925367,"score_spread":0.23159960754018544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582058445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754771,0.0034903747,0.00042597385,0.014785649,0.0015465124,0.00030544904,0.000050814462,0.0000071216214,0.0039109853],"genre_scores_gemma":[0.996868,0.000055827102,0.00009513971,0.0015010916,0.0013225747,0.0000031151703,0.000013115783,0.000012623406,0.00012851782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983517,0.00054192846,0.00041283283,0.00014396997,0.00020454862,0.00034499902],"domain_scores_gemma":[0.9982748,0.00016723103,0.00009195551,0.0002919032,0.0003190415,0.00085507135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020526913,0.00013238497,0.000624879,0.000217916,0.0000392146,0.00001776791,0.00014261933,0.00016930506,0.000005920074],"category_scores_gemma":[0.0014504929,0.00009289604,0.00013368785,0.00017896754,0.00023070019,0.00007824857,0.000011798696,0.00054928544,0.000007284092],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009495869,0.0000037520313,0.774375,0.00001801657,0.00019029384,0.0009974829,0.0010991654,0.00038336366,0.000071253504,0.00002631009,0.22083136,0.0019090198],"study_design_scores_gemma":[0.0019608673,0.0006528828,0.5584555,0.00007234422,0.00018758727,0.003175238,0.00073518656,0.00013752363,0.00002306981,0.00018611064,0.4343003,0.000113350114],"about_ca_topic_score_codex":0.003571375,"about_ca_topic_score_gemma":0.0052073314,"teacher_disagreement_score":0.21591948,"about_ca_system_score_codex":0.00016586723,"about_ca_system_score_gemma":0.0016952094,"threshold_uncertainty_score":0.5398875},"labels":[],"label_agreement":null},{"id":"W2582226733","doi":"","title":"Screening for frailty in primary care: Accuracy of gait speed and hand-grip strength.","year":2017,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Lawson Health Research Institute; McMaster University; Western University; Centre for Family Medicine","funders":"","keywords":"Grip strength; Medicine; Sarcopenia; Primary care; Hand strength; Preferred walking speed; Weight loss; Physical therapy; Physical medicine and rehabilitation; Gait; Gerontology; Internal medicine; Obesity","score_opus":0.06106012289407186,"score_gpt":0.29624962486359707,"score_spread":0.2351895019695252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582226733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98646635,0.0007703612,0.00009925343,0.0016698813,0.00017617171,0.0019471264,0.00007411377,0.000026128286,0.008770635],"genre_scores_gemma":[0.9963802,0.00004487917,0.0019354906,0.00016085213,0.00016382636,0.00021127761,0.000059218244,0.000022331826,0.0010219399],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989203,0.000014708156,0.0002720701,0.00025517965,0.00019427607,0.00034343687],"domain_scores_gemma":[0.9988238,0.00022843205,0.00019727019,0.0005069862,0.00010057632,0.00014291621],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023755511,0.00013079494,0.00035203793,0.00009401741,0.00009623761,0.000056887842,0.00017366924,0.00009820096,0.0000070235487],"category_scores_gemma":[0.001914237,0.00012047121,0.00006197379,0.00004308288,0.00018680943,0.00021927115,0.000109629415,0.00014760328,9.0438203e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044711644,0.000077109704,0.17747243,0.000768493,0.000055764234,0.000016045627,0.0006854565,0.0000017144556,0.00075658463,0.00003385847,0.0012868901,0.81839854],"study_design_scores_gemma":[0.005931983,0.0000586183,0.98180234,0.00018317426,0.000054041207,0.000009252271,0.00012252312,0.000071000075,0.006915438,0.00006215271,0.0046728547,0.0001165963],"about_ca_topic_score_codex":0.00026430358,"about_ca_topic_score_gemma":0.0001776313,"teacher_disagreement_score":0.81828195,"about_ca_system_score_codex":0.00006430919,"about_ca_system_score_gemma":0.000049752638,"threshold_uncertainty_score":0.49126735},"labels":[],"label_agreement":null},{"id":"W2585647010","doi":"10.1093/gerona/glw339","title":"Development of a Rat Clinical Frailty Index","year":2017,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Medicine; Gerontology; Internal medicine","score_opus":0.20157953981556664,"score_gpt":0.4401747554614293,"score_spread":0.23859521564586267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2585647010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9780241,0.0008529415,0.0002868396,0.016393252,0.00070337806,0.00021190799,0.000002188707,0.000012164635,0.0035131883],"genre_scores_gemma":[0.9895133,0.00033336403,0.00731189,0.0002655554,0.00015224359,0.0000056603285,0.0000010539787,0.000013084084,0.0024038458],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822193,0.00011412682,0.0009991524,0.00014310973,0.00027756533,0.00024411976],"domain_scores_gemma":[0.9974424,0.00017464215,0.0010752019,0.00089882425,0.0002960343,0.0001128644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001321887,0.00013511277,0.0007116914,0.00005003971,0.00026570086,0.000014796632,0.0005420552,0.00018259232,0.00033214892],"category_scores_gemma":[0.0013905327,0.00008380068,0.00015327417,0.000030179275,0.0010222183,0.00016729493,0.00020015737,0.0004050514,0.000013497087],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0056104297,0.00080291746,0.7325868,0.00031188986,0.001750546,0.0001281518,0.009546864,0.0000040613177,0.014885075,0.0005548116,0.020167658,0.21365076],"study_design_scores_gemma":[0.0022741358,0.00046942092,0.9517894,0.000319426,0.000116054944,0.00057937467,0.00092639565,0.000013115162,0.011752369,0.00057906617,0.03107442,0.00010681717],"about_ca_topic_score_codex":0.00004736401,"about_ca_topic_score_gemma":0.0008420422,"teacher_disagreement_score":0.21920258,"about_ca_system_score_codex":0.000024217406,"about_ca_system_score_gemma":0.00032395477,"threshold_uncertainty_score":0.3766406},"labels":[],"label_agreement":null},{"id":"W2586061714","doi":"10.1097/aln.0000000000001536","title":"Association of the Hospital Volume of Frail Surgical Patients Cared for with Outcomes after Elective, Major Noncardiac Surgery","year":2017,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Perioperative; Hazard ratio; Retrospective cohort study; Emergency medicine; Population; Elective surgery; Comorbidity; Cohort; Surgery; Internal medicine; Confidence interval","score_opus":0.00729173856369526,"score_gpt":0.2395773708002579,"score_spread":0.23228563223656265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586061714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973979,0.000039736748,0.0000018339205,0.0016248944,0.00022461575,0.00055326044,0.000038347178,0.000009262749,0.00011013533],"genre_scores_gemma":[0.9982961,0.000006629783,0.00009063964,0.0001122701,0.000056722103,0.00008602643,0.000021898682,0.000018161069,0.0013115848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990297,0.00008423398,0.00026865638,0.00018641487,0.00020908429,0.00022191602],"domain_scores_gemma":[0.9980104,0.00057079166,0.00048418602,0.00047471706,0.00042193843,0.00003794725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020635553,0.00011991952,0.0005963183,0.000040221366,0.00006960104,0.0000046650002,0.0001356978,0.00017992535,0.000020323849],"category_scores_gemma":[0.0011918959,0.00007227693,0.00025080825,0.00003911127,0.00017470079,0.000055259083,0.000035214383,0.00009682656,0.0000041057715],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036452516,0.00013989295,0.99563265,0.00004971254,0.00017304407,0.000009352044,0.00020061346,2.4981534e-7,0.000012894116,0.000004667454,0.0026564905,0.0007559007],"study_design_scores_gemma":[0.0017388992,0.0006171789,0.994451,0.000053740467,0.00014937334,0.0000053012354,0.000020234838,0.000002613736,0.00052512274,0.000034150344,0.0023311279,0.00007128019],"about_ca_topic_score_codex":0.0001660258,"about_ca_topic_score_gemma":0.000053173506,"teacher_disagreement_score":0.0015126244,"about_ca_system_score_codex":0.00006074212,"about_ca_system_score_gemma":0.00009545747,"threshold_uncertainty_score":0.2947368},"labels":[],"label_agreement":null},{"id":"W2586433454","doi":"10.1093/ndt/gfv183.79","title":"FP761SIMPLE FRAIL SCALE OUTPERFORMS OTHER FRAILTY INSTRUMENTS REGARDING DIALYSIS COMPLICATIONS IN RURAL CHRONIC DIALYSIS PATIENTS","year":2015,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dialysis; Intensive care medicine; Hemodialysis; Scale (ratio); Internal medicine","score_opus":0.02368693507142911,"score_gpt":0.27828759837679534,"score_spread":0.25460066330536624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586433454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926588,0.00008217566,0.0017915277,0.0015701912,0.0002813038,0.0008539455,0.00016662115,0.00016953953,0.0024258937],"genre_scores_gemma":[0.9937234,0.00018641065,0.00096948387,0.0014255287,0.00025943015,0.00031904207,0.0028516934,0.00006757047,0.00019744242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99653,0.00027819155,0.0010434944,0.00070327334,0.00072615,0.0007189002],"domain_scores_gemma":[0.9981062,0.00014512188,0.00031287613,0.0007484593,0.00032838754,0.00035898964],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047179416,0.0004401932,0.0009435083,0.0008621778,0.00018775101,0.00004934156,0.00030457604,0.00042176034,0.00020221122],"category_scores_gemma":[0.00012907488,0.0004138512,0.00035370808,0.0012458583,0.00023851744,0.00036275072,0.00004063509,0.00044875525,0.00027589226],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006727851,0.0005082559,0.9579035,0.00009117869,0.00051889126,0.000009595278,0.0046453355,0.0008570807,0.0029124983,0.00003680868,0.00039331152,0.03145078],"study_design_scores_gemma":[0.01679147,0.0005618068,0.9683193,0.00014239675,0.0020709229,0.000026580843,0.00035507703,0.0049033896,0.0023260734,0.00041515223,0.0035185176,0.00056931336],"about_ca_topic_score_codex":0.0016984459,"about_ca_topic_score_gemma":0.009046016,"teacher_disagreement_score":0.030881464,"about_ca_system_score_codex":0.0007253645,"about_ca_system_score_gemma":0.0002242501,"threshold_uncertainty_score":0.9998313},"labels":[],"label_agreement":null},{"id":"W2587890402","doi":"10.1093/eurpub/ckw174.044","title":"Mortality prediction of 35 frailty scores in a 7-years follow-up study in elderly general population","year":2016,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population based study; Gerontology; Medicine; Demography; Population; Environmental health","score_opus":0.11887647296227101,"score_gpt":0.35277467476919383,"score_spread":0.23389820180692283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2587890402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99437207,0.00010577313,0.0009143658,0.0034532575,0.00048306916,0.0004218812,0.000014502782,0.000016015867,0.00021903754],"genre_scores_gemma":[0.9989053,0.00006521234,0.0004070642,0.00014988458,0.00029126706,0.0000015251366,0.000007489345,0.000027806991,0.0001444528],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99473435,0.0024906737,0.0015552177,0.00020282657,0.0006658659,0.00035107517],"domain_scores_gemma":[0.99842834,0.00006284318,0.00070963247,0.0002892584,0.00018567567,0.00032426213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008997169,0.00012738793,0.00047467218,0.00061465305,0.00002367147,0.00002030877,0.00017047445,0.000031276195,0.000048696074],"category_scores_gemma":[0.0010032413,0.00009330122,0.00008997376,0.0004322873,0.000041959585,0.00046476952,0.000037955004,0.0003302847,0.0000051192246],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006235978,0.0005487773,0.8637912,0.00004243503,0.00003799958,0.00015335658,0.001995237,0.0000065479203,0.00030052027,0.00001538986,0.0005696465,0.13247652],"study_design_scores_gemma":[0.008181467,0.0032097427,0.9871448,0.0005244281,0.000011739592,0.000064433574,0.00040411996,0.000032684817,0.000009755386,0.000027448918,0.00032931493,0.000060054557],"about_ca_topic_score_codex":0.00081961777,"about_ca_topic_score_gemma":0.0011716934,"teacher_disagreement_score":0.13241647,"about_ca_system_score_codex":0.00039283422,"about_ca_system_score_gemma":0.00045760383,"threshold_uncertainty_score":0.38047132},"labels":[],"label_agreement":null},{"id":"W2588533784","doi":"10.1016/j.jagp.2017.02.013","title":"Antipsychotic Use and Hospitalization Among Older Assisted Living Residents: Does Risk Vary by Frailty Status?","year":2017,"lang":"en","type":"article","venue":"American Journal of Geriatric Psychiatry","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Mount Sinai Hospital; University of Calgary; Institute for Clinical Evaluative Sciences; University of Ottawa; University Health Network; University of Toronto; University of Waterloo","funders":"Canadian Institutes of Health Research; Canadian Frailty Network; Alberta Heritage Foundation for Medical Research","keywords":"Antipsychotic; Gerontology; Medicine; Assisted living; Psychology; Psychiatry; Schizophrenia (object-oriented programming)","score_opus":0.008769446615901493,"score_gpt":0.2730836387157717,"score_spread":0.26431419209987017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588533784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923116,0.0013333502,0.0017407025,0.0016286871,0.0024686877,0.0002801958,0.0000433697,0.000038823073,0.000154585],"genre_scores_gemma":[0.9857223,0.003995074,0.008769315,0.00030807604,0.0007319826,0.0000033579463,0.0000072115076,0.000068794805,0.00039385603],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99735355,0.00022194599,0.0009095757,0.00040065835,0.0006292161,0.000485021],"domain_scores_gemma":[0.99494547,0.000253765,0.0030826125,0.00082596904,0.00036083843,0.0005313224],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00049152155,0.00032643892,0.0007393838,0.00034474037,0.00043963766,0.0003761823,0.0003468207,0.00011647835,0.000094880874],"category_scores_gemma":[0.0014697937,0.0002482418,0.00021603449,0.00031738344,0.0005439409,0.0012282412,0.000088084074,0.000604141,0.000006168925],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021421214,0.00034514003,0.9654248,0.0000683477,0.00032848126,0.000028691196,0.00039334927,0.0000021027604,0.0001387152,0.0000050354283,0.018299937,0.014751185],"study_design_scores_gemma":[0.002208884,0.0010364004,0.99353033,0.000844241,0.00056449726,0.00019591805,0.0008096337,0.000047412977,0.0000159138,0.00012175368,0.00033256237,0.0002924372],"about_ca_topic_score_codex":0.001475324,"about_ca_topic_score_gemma":0.000116901596,"teacher_disagreement_score":0.028105542,"about_ca_system_score_codex":0.000096178424,"about_ca_system_score_gemma":0.00024319236,"threshold_uncertainty_score":0.99999696},"labels":[],"label_agreement":null},{"id":"W2589035041","doi":"10.21037/jgo.2016.11.12","title":"Utility of the Edmonton Frail Scale in identifying frail elderly patients during treatment of colorectal cancer","year":2017,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Regional Municipality of Durham; Barrie Urology Group; McMaster University","funders":"","keywords":"Medicine; Odds ratio; Internal medicine; Colorectal cancer; Cancer; Logistic regression; Chemotherapy; Stage (stratigraphy); Population; Oncology","score_opus":0.034979748319002225,"score_gpt":0.3403169623529493,"score_spread":0.30533721403394704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589035041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99702114,0.00013414759,0.000024074267,0.001322782,0.00044441488,0.00031310716,0.000016256863,0.000003711811,0.00072036503],"genre_scores_gemma":[0.99636567,0.00004564863,0.0032430082,0.000016034981,0.00013832658,0.0000060633697,8.4144995e-7,0.000014719186,0.00016966228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99796665,0.0001251646,0.0010125098,0.00017027055,0.00042780946,0.00029761158],"domain_scores_gemma":[0.99676913,0.00015187816,0.0019885486,0.0003393352,0.0006167794,0.00013430598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029023222,0.00017730371,0.0008117363,0.00014545069,0.00010466749,0.000010987522,0.00034672525,0.0000822695,0.000107495805],"category_scores_gemma":[0.00091456727,0.00012035851,0.00028528916,0.00008810712,0.00040155943,0.0001633206,0.00009626485,0.00036690113,0.0000012877405],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020604825,0.0014296108,0.94922936,0.00010912363,0.00005751362,0.00011547523,0.0006348053,0.000017426264,0.033354174,0.0000010377879,0.00009793372,0.012893088],"study_design_scores_gemma":[0.0077154716,0.007612462,0.96456,0.0014443691,0.00014081241,0.0011003528,0.00019152804,0.000072458504,0.01694123,0.0000330932,0.00012533103,0.00006290728],"about_ca_topic_score_codex":0.0009886957,"about_ca_topic_score_gemma":0.0035402162,"teacher_disagreement_score":0.016412942,"about_ca_system_score_codex":0.00056033296,"about_ca_system_score_gemma":0.0006055544,"threshold_uncertainty_score":0.49080777},"labels":[],"label_agreement":null},{"id":"W2589283019","doi":"10.1200/jco.2016.34.3_suppl.133","title":"New conditions identified through a comprehensive geriatric assessment in cancer patients.","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polypharmacy; Dementia; Geriatric oncology; Cohort; Gerontology; Geriatrics; Comorbidity; Malnutrition; Montreal Cognitive Assessment; Mood; Physical therapy; Osteoporosis; Cancer; Prostate cancer; Internal medicine; Pediatrics; Psychiatry; Disease","score_opus":0.15617705221997938,"score_gpt":0.5248704217743216,"score_spread":0.3686933695543423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589283019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9516018,0.00031321534,0.0009968509,0.037553005,0.0051467237,0.00033765472,0.000016587439,0.000009994038,0.0040241554],"genre_scores_gemma":[0.98557925,0.0010569372,0.005312964,0.0035256327,0.0014579662,0.000010064797,0.0000037849368,0.000016591173,0.003036804],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99656975,0.0003211262,0.0023063344,0.00018408369,0.00038482563,0.00023387543],"domain_scores_gemma":[0.9946055,0.002764432,0.0014588519,0.00017292942,0.00068182603,0.0003164902],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005678369,0.00011867218,0.0011414144,0.00013655756,0.000021766533,0.0000060863877,0.00014935581,0.0002839396,0.0016895692],"category_scores_gemma":[0.0016029042,0.00007185751,0.00032975525,0.00019163168,0.00013336919,0.0002159381,0.000053263404,0.00070030143,0.000054932014],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015190613,0.0035184692,0.53205967,0.0000309505,0.00053320243,0.00066445593,0.00027684012,0.000008270265,0.0005103827,0.00060102186,0.2432496,0.21702808],"study_design_scores_gemma":[0.019128436,0.004892499,0.88164943,0.0002454671,0.00020087435,0.000059636455,0.00006870117,0.000002843088,0.000029744251,0.0014422749,0.09220175,0.000078355064],"about_ca_topic_score_codex":0.00017714809,"about_ca_topic_score_gemma":0.00019400704,"teacher_disagreement_score":0.34958974,"about_ca_system_score_codex":0.00046004186,"about_ca_system_score_gemma":0.0028794492,"threshold_uncertainty_score":0.999223},"labels":[],"label_agreement":null},{"id":"W2591104365","doi":"10.1038/srep43068","title":"A Frailty Index Based On Deficit Accumulation Quantifies Mortality Risk in Humans and in Mice","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":259,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Frailty Index; Ageing; Disease; Gerontology; Biology; Medicine; Physiology; Internal medicine","score_opus":0.08584480071608738,"score_gpt":0.3688826056491627,"score_spread":0.2830378049330753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2591104365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99523723,0.000038775557,0.00008361993,0.00035147657,0.0015615636,0.0005625179,0.000006017946,0.00003661308,0.002122181],"genre_scores_gemma":[0.9987931,0.000003597499,0.00016348014,0.000041981366,0.000033082146,0.00002152246,0.000045141835,0.0000143784055,0.0008836912],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99762774,0.00006966594,0.0005835747,0.0008440024,0.00058499066,0.00029003012],"domain_scores_gemma":[0.99766487,0.000084087624,0.00047527347,0.0015714333,0.000102099155,0.00010221756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002274208,0.0001617223,0.00029629056,0.00037533385,0.00035334125,0.00031125767,0.00011669972,0.00012758476,0.00006474672],"category_scores_gemma":[0.002240894,0.00014934257,0.000055842687,0.00020939909,0.0003667182,0.00026394372,0.00006590963,0.00030082877,0.000010340925],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054817203,0.00015776795,0.99457735,0.000058987825,0.0000057108205,0.00056509406,0.00037448425,0.0005949249,0.0020345673,0.000008378598,0.00039441613,0.0011735047],"study_design_scores_gemma":[0.00084690895,0.0000337039,0.9826938,0.00031426025,0.000020103516,0.00001955668,0.00006948903,0.01195433,0.0019547623,0.0014129133,0.0005385379,0.00014166372],"about_ca_topic_score_codex":0.0028867596,"about_ca_topic_score_gemma":0.013425743,"teacher_disagreement_score":0.0118835755,"about_ca_system_score_codex":0.000096820135,"about_ca_system_score_gemma":0.0001482434,"threshold_uncertainty_score":0.74918795},"labels":[],"label_agreement":null},{"id":"W2592854663","doi":"10.7150/ijms.17627","title":"Proteomics Analysis to Identify and Characterize the Biomarkers and Physical Activities of Non-Frail and Frail Older Adults","year":2017,"lang":"en","type":"article","venue":"International Journal of Medical Sciences","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Science Council","keywords":"Medicine; Sarcopenia; Grip strength; Frailty syndrome; Internal medicine; Gerontology; Weight loss; Physical therapy; Obesity; Frailty Index","score_opus":0.02442011623539324,"score_gpt":0.36949239581170606,"score_spread":0.3450722795763128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2592854663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9402599,0.00009129948,0.00034240357,0.058841497,0.00025442857,0.00011482029,0.000009680523,0.0000019842148,0.00008403814],"genre_scores_gemma":[0.9983946,0.00025710568,0.000655099,0.00034492125,0.00030549374,0.000002981722,6.852109e-7,0.0000031579261,0.00003597102],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977561,0.000033473498,0.00029512832,0.00016738704,0.0016266305,0.00012127458],"domain_scores_gemma":[0.9987927,0.00026713635,0.00038262067,0.00011467483,0.00019785615,0.00024499928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011228911,0.000090264955,0.00028302474,0.00020524127,0.00014512306,0.00018401897,0.0005682567,0.000053777414,0.000047466478],"category_scores_gemma":[0.0015489545,0.000051216204,0.00007065692,0.00012720491,0.0013711312,0.00032531717,0.0002415145,0.00018914237,4.812169e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008938869,0.00043528163,0.5421876,0.00011384365,0.0030338883,0.00023466344,0.013439739,0.0000027600786,0.020308064,0.00022922251,0.0011119468,0.41800913],"study_design_scores_gemma":[0.0012271014,0.0002743598,0.992543,0.00053500757,0.00016529582,0.00025406305,0.00090446137,0.0020397194,0.0017145799,0.00013165596,0.0001482912,0.00006247573],"about_ca_topic_score_codex":0.0002005737,"about_ca_topic_score_gemma":0.00006245783,"teacher_disagreement_score":0.45035544,"about_ca_system_score_codex":0.000018296418,"about_ca_system_score_gemma":0.00013815388,"threshold_uncertainty_score":0.50519896},"labels":[],"label_agreement":null},{"id":"W2593588260","doi":"10.1016/j.jmir.2017.02.064","title":"Building Research Capacity in RT: A Retrospective Review","year":2017,"lang":"en","type":"review","venue":"Journal of medical imaging and radiation sciences","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CancerCare Manitoba","funders":"","keywords":"Capacity building; Scope (computer science); Plan (archaeology); Work (physics); Quality (philosophy); Action research; Quality assurance; Medicine; Nursing; Medical education; Process management; Knowledge management; Business; Operations management; Psychology; Political science; Computer science; Engineering; Pedagogy","score_opus":0.2777881582498173,"score_gpt":0.5309424980971288,"score_spread":0.2531543398473115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2593588260","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000037708134,0.97814363,0.00003512342,0.02025089,0.0006021392,0.00029190697,0.0000021915391,0.000004846699,0.0006315616],"genre_scores_gemma":[0.00018423224,0.9979714,0.0006438627,0.00026802166,0.0008628134,0.0000054710335,7.150158e-7,0.000008936472,0.0000545534],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99461263,0.00053120166,0.0010180856,0.00029801903,0.00322277,0.0003172854],"domain_scores_gemma":[0.99717885,0.00088411855,0.00096520956,0.00020929424,0.0003661038,0.00039640092],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.021079533,0.00016380734,0.0015650663,0.0008739663,0.0002532308,0.00014080184,0.0006217406,0.00015500633,0.000050987932],"category_scores_gemma":[0.026947828,0.00009916036,0.00021393463,0.00070610933,0.0012352328,0.00033625404,0.00009714931,0.002011579,0.0000051029383],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013384509,0.000030289684,0.00044416543,0.007911938,0.00001918622,0.00017196685,0.00007515951,2.2430264e-8,1.4888046e-7,0.00009464785,0.00885873,0.98239243],"study_design_scores_gemma":[0.00034407177,0.00007809669,0.00071447215,0.2248807,0.00013768191,0.0026964687,0.000046735062,0.000097088225,1.6506903e-7,0.0002793957,0.7706411,0.00008404421],"about_ca_topic_score_codex":0.0000643162,"about_ca_topic_score_gemma":0.000005541462,"teacher_disagreement_score":0.9823084,"about_ca_system_score_codex":0.0003077553,"about_ca_system_score_gemma":0.0019676944,"threshold_uncertainty_score":0.9812486},"labels":[],"label_agreement":null},{"id":"W2594269370","doi":"10.1007/s11357-017-9967-9","title":"The association between frailty, the metabolic syndrome, and mortality over the lifespan","year":2017,"lang":"en","type":"article","venue":"GeroScience","topic":"Frailty in Older Adults","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Association (psychology); Metabolic syndrome; Gerontology; Demography; Medicine; Psychology; Obesity; Internal medicine; Sociology","score_opus":0.04976915116492812,"score_gpt":0.337547326350136,"score_spread":0.2877781751852079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594269370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9779714,0.00035424888,0.000041474974,0.018812994,0.00046976857,0.00035955966,0.000017007693,0.000026096774,0.0019474699],"genre_scores_gemma":[0.9942143,0.00019432936,0.000021577333,0.00080861745,0.00019367249,0.000021487964,9.851112e-7,0.0000075409225,0.004537513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998464,0.00009131118,0.0001735159,0.0002474767,0.00069362886,0.00033009413],"domain_scores_gemma":[0.9978953,0.0005354932,0.00025686403,0.0011601428,0.000066238026,0.00008597842],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001918493,0.000108127795,0.0001688849,0.000013730078,0.002303443,0.00044455274,0.000760063,0.000061058294,0.000011713377],"category_scores_gemma":[0.0026008482,0.000045841465,0.000054751414,0.000116540345,0.0007947588,0.00021476689,0.00028318094,0.00027403326,0.000029200424],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020662048,0.000008910507,0.99149626,0.000003542497,0.00003776445,0.0000023843802,0.00034030425,3.4267669e-7,0.00032488347,0.00059550593,0.0014841153,0.005703928],"study_design_scores_gemma":[0.00022454147,0.000032020846,0.97161764,0.000016534641,0.00009496203,0.000014348653,0.000052950927,0.0000890227,0.0002995339,0.00055619644,0.026942145,0.00006012145],"about_ca_topic_score_codex":0.00047061552,"about_ca_topic_score_gemma":0.00021430061,"teacher_disagreement_score":0.025458029,"about_ca_system_score_codex":0.000041533385,"about_ca_system_score_gemma":0.00007677597,"threshold_uncertainty_score":0.9989954},"labels":[],"label_agreement":null},{"id":"W2594519060","doi":"10.1007/s10522-017-9684-x","title":"Aging, frailty and complex networks","year":2017,"lang":"en","type":"review","venue":"Biogerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Greenfield Research (Canada); Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Dalhousie Medical Research Foundation","keywords":"Frailty Index; Vulnerability (computing); Gompertz function; Complex network; Scale (ratio); Measure (data warehouse); Stressor; Computer science; Gerontology; Medicine; Computer security; Psychology; Geography; Neuroscience","score_opus":0.3027311747296115,"score_gpt":0.4485598067922565,"score_spread":0.14582863206264501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594519060","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000015956297,0.9910024,0.00012869088,0.00042558828,0.00094159116,0.00085753127,0.000032853284,0.000107972424,0.0065017664],"genre_scores_gemma":[0.000025640229,0.99208003,0.0007231704,0.00026089326,0.00081054756,0.000069189235,0.00045118955,0.000070201095,0.0055091307],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978998,0.00013624941,0.0006456049,0.0006567762,0.00013562173,0.000525987],"domain_scores_gemma":[0.99779767,0.00017823742,0.0005492328,0.0011595422,0.00006066448,0.0002546353],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019712684,0.0005138017,0.0031729192,0.0001579001,0.00015233151,0.00004068049,0.00033755973,0.00091716944,0.00032010514],"category_scores_gemma":[0.00021971366,0.00040460948,0.00035622573,0.00005485725,0.00050019607,0.00004158978,0.00022311174,0.00059290975,0.00014770245],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060850252,0.000029355735,0.00016925334,0.0052508707,0.00026310314,0.00017428039,0.000015903208,1.2558168e-8,6.6980554e-8,0.00015240071,0.029519204,0.9644195],"study_design_scores_gemma":[0.0005424596,0.00014575479,0.0007952142,0.0057656397,0.0011366501,0.0020951964,0.000002371192,0.00002409995,3.2599008e-8,0.000013566893,0.98915964,0.0003193956],"about_ca_topic_score_codex":0.00017448833,"about_ca_topic_score_gemma":0.0002475638,"teacher_disagreement_score":0.96410006,"about_ca_system_score_codex":0.0001006566,"about_ca_system_score_gemma":0.00018904735,"threshold_uncertainty_score":0.99984056},"labels":[],"label_agreement":null},{"id":"W2594837771","doi":"10.1038/npjamd.2015.5","title":"Markers of T-cell senescence and physical frailty: insights from Singapore Longitudinal Ageing Studies","year":2015,"lang":"en","type":"article","venue":"npj Aging and Mechanisms of Disease","topic":"Frailty in Older Adults","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Biomedical Research Council; Agency for Science, Technology and Research","keywords":"Immunosenescence; Senescence; CD28; Ageing; Immune system; CD8; Odds ratio; Medicine; Gerontology; Cohort; Immunology; Internal medicine","score_opus":0.04259982900328875,"score_gpt":0.2965371995299108,"score_spread":0.2539373705266221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594837771","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948979,0.002698788,0.0015116065,0.00038482502,0.000112461596,0.00016904125,0.000029055034,0.000034570687,0.00016177873],"genre_scores_gemma":[0.99709153,0.00010020574,0.0024988654,0.00009079509,0.000074311465,0.0000050663994,0.0000150825845,0.000017149821,0.00010699366],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99896824,0.000038793445,0.00019708391,0.00031067713,0.00032928336,0.00015592355],"domain_scores_gemma":[0.9989737,0.000114995346,0.00011555751,0.00023336691,0.00016659938,0.00039574323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000087351604,0.00017050507,0.00040193237,0.00007567154,0.000046535195,0.000009729689,0.000056622343,0.000036151123,0.000002364907],"category_scores_gemma":[0.00023069968,0.00014384276,0.00005598344,0.00008822158,0.00017833902,0.00010162621,0.00011063004,0.000104399696,0.0000010328566],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047170413,0.002571185,0.054675344,0.0068184454,0.001298116,0.0018500711,0.031542674,0.000057389807,0.8562265,0.0065096715,0.0018468597,0.03188668],"study_design_scores_gemma":[0.020754341,0.0035685878,0.18277107,0.010658317,0.0044352557,0.00004078697,0.038565833,0.011849908,0.53328186,0.19228895,0.00021654397,0.0015685472],"about_ca_topic_score_codex":0.00010106584,"about_ca_topic_score_gemma":0.0000074116297,"teacher_disagreement_score":0.32294467,"about_ca_system_score_codex":0.000022214717,"about_ca_system_score_gemma":0.00008834693,"threshold_uncertainty_score":0.5865738},"labels":[],"label_agreement":null},{"id":"W2595597414","doi":"10.1161/circulationaha.116.025958","title":"The Clinical Frailty Scale","year":2017,"lang":"en","type":"letter","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gerontology; Observational study; Internal medicine","score_opus":0.09548153263786993,"score_gpt":0.37644605516829704,"score_spread":0.28096452253042714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595597414","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006370227,0.0003338076,0.0002140139,0.96975017,0.0031086924,0.00070848165,0.000015636893,0.00011419222,0.01938479],"genre_scores_gemma":[0.19313484,0.00018154507,0.00035525038,0.71544737,0.04555118,0.000081897706,0.0017142534,0.00016583488,0.043367807],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99825025,0.0001114501,0.00047102067,0.00039281865,0.00049428537,0.00028017987],"domain_scores_gemma":[0.9974454,0.00039761994,0.00035899505,0.0015522395,0.00018053733,0.00006520567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045776743,0.00019423383,0.00036144906,0.000041803167,0.0003708114,0.00011054814,0.0002873892,0.0010431617,0.000086178035],"category_scores_gemma":[0.0008682648,0.00013715062,0.00029120312,0.00003717967,0.0002865607,0.00006940867,0.00005149752,0.0019026936,0.0006988954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009594353,0.000011164384,0.030902725,0.000057933394,0.00005949594,0.00008581277,0.000023520986,7.2389116e-7,0.000008003922,0.0000032636601,0.93305343,0.03578431],"study_design_scores_gemma":[0.00042418184,0.000018660814,0.30103067,0.000141878,0.000115887444,0.00005867315,0.0000019617294,0.00016668385,0.0000048302577,0.00034897044,0.6975815,0.00010606742],"about_ca_topic_score_codex":0.00002738738,"about_ca_topic_score_gemma":0.00001531835,"teacher_disagreement_score":0.27012795,"about_ca_system_score_codex":0.00009689905,"about_ca_system_score_gemma":0.00017399808,"threshold_uncertainty_score":0.898312},"labels":[],"label_agreement":null},{"id":"W2596396766","doi":"10.1186/s13643-017-0447-1","title":"Relationship between family caregiver burden and physical frailty in older adults without dementia: a systematic review","year":2017,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Frailty in Older Adults","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; McMaster University Medical Centre; St. Peter's Hospital","funders":"Hamilton Health Sciences","keywords":"Medicine; Dementia; Gerontology; Population; Caregiver burden; MEDLINE; Systematic review; Critical appraisal; Inclusion (mineral); Alternative medicine; Disease; Environmental health","score_opus":0.16240850083481137,"score_gpt":0.4136735758281285,"score_spread":0.2512650749933172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2596396766","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013489496,0.91130185,0.00003481472,0.0001265157,0.00020564026,0.08735932,0.000046380505,0.00007890244,0.0008330699],"genre_scores_gemma":[0.0005269337,0.98053044,0.00019645007,0.00008697292,0.00057287724,0.015665736,0.00024456676,0.0001939071,0.0019821164],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9844511,0.004997557,0.0071647284,0.0014140387,0.0012524218,0.0007201463],"domain_scores_gemma":[0.9859527,0.002458425,0.0064835125,0.0043873596,0.00026412008,0.00045393212],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0061234282,0.0016588271,0.02781213,0.00047700034,0.00019778962,0.0001598804,0.0010279967,0.00065609603,0.00001827207],"category_scores_gemma":[0.014720339,0.0009907153,0.0020391745,0.0005895562,0.00017282787,0.0002899706,0.00029592196,0.0013623511,0.0013552721],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000015091841,0.00003946802,0.00020408999,0.9845438,0.00061952684,0.000051925894,0.001019742,5.4274962e-9,7.1599198e-9,0.000021680462,0.00095111586,0.012547126],"study_design_scores_gemma":[0.00082070666,0.00006742863,0.00015191555,0.8879865,0.039796688,0.00032296055,0.00011741391,0.000006567791,6.773409e-9,0.000013061427,0.07000101,0.000715764],"about_ca_topic_score_codex":0.00008074766,"about_ca_topic_score_gemma":0.000021006934,"teacher_disagreement_score":0.096557334,"about_ca_system_score_codex":0.00046099644,"about_ca_system_score_gemma":0.00037438035,"threshold_uncertainty_score":0.99961585},"labels":[],"label_agreement":null},{"id":"W2597261599","doi":"10.15171/ijhpm.2017.32","title":"Evaluating the Implementation and Feasibility of a Web-Based Tool to Support Timely Identification and Care for the Frail Population in Primary Healthcare Settings","year":2017,"lang":"en","type":"article","venue":"International Journal of Health Policy and Management","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Identification (biology); Health care; Primary health care; Web application; Primary care; Population; Medicine; Nursing; Computer science; World Wide Web; Family medicine; Political science; Environmental health","score_opus":0.11763274519899773,"score_gpt":0.5136309229604439,"score_spread":0.39599817776144614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597261599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7832544,0.00032063274,0.0005564828,0.21414334,0.00013808518,0.0015199058,0.00003960624,0.000002622469,0.000024930785],"genre_scores_gemma":[0.9931615,0.00023825867,0.0017155856,0.0046677426,0.00011239195,0.000038034286,0.000028756833,0.0000056737395,0.000032061434],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987259,0.0000724582,0.0006025762,0.000121263845,0.00036770498,0.000110081746],"domain_scores_gemma":[0.99867,0.00012758769,0.0006962603,0.00015631523,0.00030252864,0.000047338825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020720111,0.00006598242,0.00015449862,0.0001621487,0.00020999752,0.00006094644,0.00012681098,0.000018921284,0.0000025341863],"category_scores_gemma":[0.0002806302,0.000045093442,0.000029200804,0.000035526566,0.00004007586,0.00012643148,0.000069828595,0.0000760815,1.17081406e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005355942,0.000042674932,0.10811488,0.0013777418,0.0000741459,0.000002332116,0.004175168,0.0000499815,0.00013314198,0.0015365073,0.0006811054,0.8832767],"study_design_scores_gemma":[0.0029731628,0.0005889301,0.9920552,0.00031421566,0.000035061672,0.000018665916,0.0015369785,0.00048515748,0.000028016837,0.00054829894,0.0013789542,0.000037353388],"about_ca_topic_score_codex":0.0011376606,"about_ca_topic_score_gemma":0.00065674464,"teacher_disagreement_score":0.88394034,"about_ca_system_score_codex":0.00028604452,"about_ca_system_score_gemma":0.00019963834,"threshold_uncertainty_score":0.18388572},"labels":[],"label_agreement":null},{"id":"W2597965414","doi":"10.1093/europace/18.suppl_1.i50","title":"56-69: Frailty syndrome as a valuable factor which influence the survival, mortality and mean life expectancy in patients qualified for CRT","year":2016,"lang":"en","type":"article","venue":"EP Europace","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Life expectancy; Frailty syndrome; Internal medicine; Cardiology; Gerontology; Frailty Index; Population","score_opus":0.06569158358377847,"score_gpt":0.335143397308904,"score_spread":0.26945181372512556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597965414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932828,0.00021378632,0.00015320239,0.0035817379,0.00030274072,0.001268774,0.00008338041,0.00008734107,0.0010262284],"genre_scores_gemma":[0.99613875,0.000054738386,0.00010347067,0.00056784553,0.00007552073,0.000083244464,0.000010217315,0.000054566102,0.0029116247],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99764067,0.00027544188,0.00045537384,0.0005497097,0.00059594,0.0004828745],"domain_scores_gemma":[0.9977308,0.00071024307,0.00016247726,0.00078604126,0.00033594592,0.00027452735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005164781,0.00027641753,0.00044296915,0.000080318416,0.000111034155,0.000038199294,0.00024413297,0.000105324696,0.00016735759],"category_scores_gemma":[0.0059058103,0.00016805044,0.000096580115,0.00032205775,0.00012916121,0.00023294578,0.00012093011,0.00021010652,0.00012370724],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044410076,0.00048203557,0.9862439,0.00027046708,0.00019584643,0.000042646992,0.004659866,0.0000053077965,0.0027124237,0.00027021227,0.0037207955,0.0009523822],"study_design_scores_gemma":[0.0045810207,0.0007865212,0.99001503,0.0003179951,0.000065397384,0.000011935235,0.00026382564,0.000027968505,0.00057939184,0.00022112028,0.0028647648,0.00026504975],"about_ca_topic_score_codex":0.0004815623,"about_ca_topic_score_gemma":0.00047371877,"teacher_disagreement_score":0.0053893323,"about_ca_system_score_codex":0.00009500301,"about_ca_system_score_gemma":0.00017111105,"threshold_uncertainty_score":0.7070233},"labels":[],"label_agreement":null},{"id":"W2598055714","doi":"10.5770/cgj.18.203","title":"Abstracts from the 35th Annual Scientific Meeting of the Canadian Geriatrics Society, Montreal, April 2015","year":2015,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Geriatrics; Gerontology; Library science; Family medicine; Psychiatry","score_opus":0.025665347193315383,"score_gpt":0.25223750762602115,"score_spread":0.22657216043270578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598055714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8778519,0.010365896,0.000027283948,0.07880981,0.0127259595,0.0011577281,0.0025380517,0.000046443616,0.016476924],"genre_scores_gemma":[0.99195194,0.0001277972,0.0010408063,0.0020103622,0.0025424715,0.0000044624294,0.00005993037,0.00006406007,0.0021981674],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963739,0.00016031884,0.00079440116,0.00037329795,0.001208556,0.0010895373],"domain_scores_gemma":[0.9934471,0.00020591305,0.00055810256,0.00085326174,0.0015903753,0.0033452488],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0025262188,0.00029919355,0.00039827623,0.00034929707,0.0013283852,0.0005095523,0.000996026,0.0003327099,0.000113319504],"category_scores_gemma":[0.0020478782,0.00020301517,0.00035352787,0.0013587312,0.000393002,0.00024453204,0.000087876244,0.0012256,0.00005389368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017454797,0.00002568555,0.021391766,0.0000150494825,0.00012416764,0.00015325427,0.006821494,0.0005280135,0.00006057351,0.00002485351,0.96822315,0.0026145615],"study_design_scores_gemma":[0.0035175714,0.00013633951,0.26703066,0.00022455139,0.00062561274,0.0011212303,0.007385895,0.00072618155,0.00022140356,0.0014966776,0.7168854,0.0006284525],"about_ca_topic_score_codex":0.9165188,"about_ca_topic_score_gemma":0.9876218,"teacher_disagreement_score":0.2513377,"about_ca_system_score_codex":0.0025508376,"about_ca_system_score_gemma":0.024847938,"threshold_uncertainty_score":0.99997175},"labels":[],"label_agreement":null},{"id":"W2598746040","doi":"10.1200/jco.2014.32.15_suppl.6588","title":"The risks of debilitating falls (DFs) in patients (pts) with cancer: The Manitoba experience.","year":2014,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Medicine; Cancer; Hazard ratio; Cancer registry; Cohort; Retrospective cohort study; Population; Confidence interval; Internal medicine; Demography; Environmental health","score_opus":0.1653868627355819,"score_gpt":0.49432904876565775,"score_spread":0.32894218603007586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2598746040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99054563,0.00019985515,0.000051474817,0.0067471405,0.00091133727,0.00023056757,0.0000010885337,0.0000029772168,0.0013099319],"genre_scores_gemma":[0.9966626,0.0003528189,0.0010367779,0.0013822102,0.0004906667,0.000010091718,3.0429553e-7,0.000011056616,0.000053461612],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99646485,0.0007072531,0.0019952888,0.00013134987,0.0004775157,0.00022373865],"domain_scores_gemma":[0.98847044,0.008797426,0.0017423294,0.0002780024,0.0005684562,0.00014334252],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0037871206,0.00010274962,0.000810785,0.000044122247,0.00006223637,0.0000068253685,0.00033347044,0.00016389658,0.000026220387],"category_scores_gemma":[0.011758104,0.000043684762,0.00017422435,0.00014116328,0.0005748153,0.00007100066,0.00005364755,0.0009534409,0.0000037806133],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015736063,0.0004700948,0.69544905,0.000011744175,0.000069922884,0.000011773296,0.0010750826,0.000041291078,0.000009202778,0.000041020834,0.0008107522,0.30043644],"study_design_scores_gemma":[0.007726585,0.011520186,0.9512019,0.00026060076,0.000092653136,0.000026614094,0.0031969894,0.00022928667,0.000041831045,0.00021231508,0.025432993,0.00005805215],"about_ca_topic_score_codex":0.00040203033,"about_ca_topic_score_gemma":0.0035390693,"teacher_disagreement_score":0.30037838,"about_ca_system_score_codex":0.00013581556,"about_ca_system_score_gemma":0.00053499645,"threshold_uncertainty_score":0.9965663},"labels":[],"label_agreement":null},{"id":"W2599210781","doi":"","title":"Measuring Frailty in Older Canadians: An Analysis of the Canadian Longitudinal Study on Aging","year":2016,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Psychology; Successful aging; Longitudinal study; Medicine","score_opus":0.045547019098196556,"score_gpt":0.2653865996370078,"score_spread":0.21983958053881122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599210781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7379572,0.000029390623,0.000004698129,0.0002645658,0.00029735232,0.00084324356,0.00010201025,0.000022351274,0.26047918],"genre_scores_gemma":[0.75910777,0.0000024622607,0.000012646498,0.00006833278,0.00003856616,0.000001955436,0.000100462596,0.000035087367,0.24063273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977519,0.00019013723,0.00032520387,0.00065523776,0.00058435946,0.00049314834],"domain_scores_gemma":[0.9982988,0.000055513145,0.00022605051,0.0008008009,0.00021795974,0.00040086792],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016503231,0.00036908765,0.00070601853,0.0017876974,0.00020453875,0.000032540185,0.0005532913,0.0002951713,0.016231881],"category_scores_gemma":[0.00005341733,0.00030813704,0.00026979446,0.0020829053,0.000060608523,0.00015391262,0.00003754412,0.00054767786,0.000013650311],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017324461,0.0002429505,0.95200145,0.00010450659,0.0015134577,0.0005535539,0.006454013,0.00013640647,0.000047043333,0.00006530893,0.000073809526,0.03863424],"study_design_scores_gemma":[0.0016973775,0.00015260387,0.97785944,0.00087454426,0.002257532,0.0000019850083,0.013754037,0.00005689722,0.000110404486,0.0000036867573,0.0029283273,0.00030313813],"about_ca_topic_score_codex":0.7464572,"about_ca_topic_score_gemma":0.998685,"teacher_disagreement_score":0.2522278,"about_ca_system_score_codex":0.0019528338,"about_ca_system_score_gemma":0.0011125392,"threshold_uncertainty_score":0.99993706},"labels":[],"label_agreement":null},{"id":"W2599816916","doi":"10.1186/s13643-017-0460-4","title":"An evaluation of the comparative effectiveness of geriatrician-led comprehensive geriatric assessment for improving patient and healthcare system outcomes for older adults: a protocol for a systematic review and network meta-analysis","year":2017,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Frailty in Older Adults","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Saskatchewan; Sunnybrook Health Science Centre; Health Sciences Centre; St. Michael's Hospital; Research Institute for Aging; University of Calgary; Impact; McMaster University; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Medicine; Protocol (science); Meta-analysis; Geriatrics; Health care; Systematic review; Gerontology; MEDLINE; Alternative medicine; Psychiatry; Pathology","score_opus":0.2399221926423423,"score_gpt":0.5044658588318316,"score_spread":0.2645436661894893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599816916","genre_codex":"review","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[9.556281e-7,0.51153004,0.0019768106,0.0000147658075,0.00007468033,0.4860934,0.00029538287,0.000011212655,0.0000027679957],"genre_scores_gemma":[0.0001863276,0.12443505,0.0037736304,0.00003267097,0.00004952006,0.8712663,0.00015842737,0.000082186045,0.000015877122],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.97331893,0.01558877,0.008422087,0.0011266305,0.0010926605,0.0004509402],"domain_scores_gemma":[0.9638039,0.0075195837,0.021604368,0.00291431,0.0039755413,0.00018233158],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.022795515,0.0012399461,0.04332718,0.0003463052,0.00031797102,0.00008472617,0.0005689722,0.0003379593,0.0000026854575],"category_scores_gemma":[0.0040952167,0.0005703645,0.006629911,0.00071573444,0.00009294828,0.00014290484,0.0001226736,0.00021409719,5.094989e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041045354,0.00011399548,0.000006498033,0.95344657,0.043523632,1.7379828e-7,0.00023065912,0.000004068353,9.4728556e-8,0.00006977418,0.000034351928,0.0025291438],"study_design_scores_gemma":[0.0015656563,0.00046394928,0.00001876335,0.53343916,0.4624652,0.000022144775,0.0001469153,0.0012428957,2.1330763e-7,0.0000062846448,0.0003755728,0.00025322862],"about_ca_topic_score_codex":0.00004265332,"about_ca_topic_score_gemma":0.000028343591,"teacher_disagreement_score":0.42000738,"about_ca_system_score_codex":0.00058541674,"about_ca_system_score_gemma":0.00072093663,"threshold_uncertainty_score":0.9996748},"labels":[],"label_agreement":null},{"id":"W2601479497","doi":"10.1016/j.cjca.2017.03.019","title":"Cost of Cardiac Surgery in Frail Compared With Nonfrail Older Adults","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Jewish General Hospital; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Interquartile range; Confidence interval; Cardiac surgery; Surgery; Bypass grafting; Frailty Index; Internal medicine; Emergency medicine; Cardiology; Artery","score_opus":0.030844596799013576,"score_gpt":0.26764959406564875,"score_spread":0.23680499726663518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601479497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836097,0.0013530281,0.00012897966,0.0030514523,0.0013177905,0.00037676294,0.00009395904,0.000004539747,0.010063802],"genre_scores_gemma":[0.9987213,0.00009509752,0.00018303646,0.00014110633,0.00064475223,0.000006274155,0.000013181834,0.000026313157,0.00016896348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838984,0.00014095499,0.00060148793,0.00018211469,0.00021543993,0.00047017058],"domain_scores_gemma":[0.9973388,0.00023082789,0.0005313232,0.00062264735,0.0005608405,0.00071557035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062116183,0.00017847745,0.0014499209,0.00050383894,0.00008975096,0.00002014683,0.00029897873,0.00018672182,0.000044665772],"category_scores_gemma":[0.00079018186,0.00014898067,0.00030755758,0.00010184691,0.000552114,0.00013140909,0.000016268086,0.0004621439,0.000008374906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040105678,0.0000061205847,0.94334257,0.00008613843,0.00033464035,0.001182095,0.00060894,0.00016021034,0.000048629016,0.0000093452845,0.038329225,0.015491047],"study_design_scores_gemma":[0.0018302082,0.0002016746,0.9469969,0.0009919425,0.00011243311,0.0009489498,0.00041507249,0.000009647622,0.0002167803,0.000011407811,0.048119627,0.0001453088],"about_ca_topic_score_codex":0.0059521794,"about_ca_topic_score_gemma":0.016855493,"teacher_disagreement_score":0.015345738,"about_ca_system_score_codex":0.00020570014,"about_ca_system_score_gemma":0.0024779453,"threshold_uncertainty_score":0.9405761},"labels":[],"label_agreement":null},{"id":"W2602147626","doi":"10.1200/jco.2012.30.15_suppl.e14001","title":"Utility of the Edmonton Frail Scale (EFS) in identifying frail elderly patients during treatment of colorectal cancer (CRC).","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hamilton Health Sciences; Ontario Clinical Oncology Group; McMaster University; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Internal medicine; Colorectal cancer; Chemotherapy; Odds ratio; Cancer; Stage (stratigraphy); Population; Oncology","score_opus":0.11642052621228163,"score_gpt":0.4525099245178988,"score_spread":0.3360893983056171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602147626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99407,0.0010062887,0.000005336244,0.001323563,0.0022878507,0.000372626,0.000013540523,0.0000041796125,0.00091660226],"genre_scores_gemma":[0.99798477,0.00056603615,0.0005861672,0.000105862855,0.0005327026,0.000007644231,0.0000011984201,0.000015689075,0.0001999136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99561226,0.00048683275,0.0028432747,0.00016558147,0.0005483677,0.00034367017],"domain_scores_gemma":[0.9956471,0.001079653,0.002281474,0.00025619764,0.00045983374,0.00027576208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013264278,0.0001642233,0.0015544903,0.00011571146,0.000035267913,0.000002939457,0.00021693329,0.00039343236,0.00026148808],"category_scores_gemma":[0.0019689065,0.000102063554,0.0006053914,0.00020782364,0.00033690882,0.00018014843,0.00007620345,0.00062339427,0.000003733774],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023988532,0.005233552,0.91299146,0.00008242348,0.00020254265,0.000014556844,0.0012296031,0.0000057416178,0.0014093112,0.0000017898244,0.00026921893,0.07616097],"study_design_scores_gemma":[0.011684861,0.0054005017,0.9722528,0.00033162173,0.00027259748,0.000028587448,0.00018942746,0.000025263444,0.0071108164,0.000033540633,0.0025975218,0.000072497445],"about_ca_topic_score_codex":0.0004902763,"about_ca_topic_score_gemma":0.0018029569,"teacher_disagreement_score":0.076088466,"about_ca_system_score_codex":0.0003533051,"about_ca_system_score_gemma":0.00077678997,"threshold_uncertainty_score":0.41620308},"labels":[],"label_agreement":null},{"id":"W2604218470","doi":"10.1213/ane.0000000000001960","title":"The Association of Frailty With Outcomes and Resource Use After Emergency General Surgery: A Population-Based Cohort Study","year":2017,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":182,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Hazard ratio; Confounding; Confidence interval; Intensive care unit; Population; Medical diagnosis; Cohort study; Emergency medicine; Intensive care medicine; Internal medicine; Environmental health","score_opus":0.018826170993177682,"score_gpt":0.2762458645343845,"score_spread":0.2574196935412068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604218470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99323153,0.00006566548,0.000007820482,0.0058796643,0.0000259652,0.00069810177,0.0000025830495,0.000032288703,0.000056400593],"genre_scores_gemma":[0.9963861,0.000022236416,0.00012055851,0.00024067999,0.00005429372,0.00007604214,0.000025349806,0.00003122821,0.003043477],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982628,0.00015765398,0.00040390616,0.0002952447,0.00062444643,0.00025594022],"domain_scores_gemma":[0.99792534,0.0003734436,0.00050298375,0.0009044909,0.0001927273,0.000101027785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073883426,0.00019918696,0.0004788193,0.00008140031,0.00036791308,0.00008913867,0.0001392999,0.00008987434,0.000030519455],"category_scores_gemma":[0.0005080502,0.00012631757,0.00011203683,0.000097011456,0.00006516334,0.00016034562,0.000018715913,0.00013316036,0.0000036829792],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002575909,0.00014389094,0.9973304,0.000019405094,0.00022032052,0.00009752419,0.00013084133,0.0000053811123,0.000004437137,0.000019840389,0.0012516737,0.00051865773],"study_design_scores_gemma":[0.00078592554,0.00016309423,0.99698836,0.000045591667,0.00033523235,0.000017274062,0.000053029267,0.00013406994,0.000016277709,0.000012500222,0.0013038354,0.00014480978],"about_ca_topic_score_codex":0.002830475,"about_ca_topic_score_gemma":0.0019377561,"teacher_disagreement_score":0.0056389845,"about_ca_system_score_codex":0.0000732567,"about_ca_system_score_gemma":0.000065517546,"threshold_uncertainty_score":0.5151081},"labels":[],"label_agreement":null},{"id":"W2604244714","doi":"10.1016/j.cjca.2017.03.026","title":"Prognosis Impact of Frailty Assessed by the Edmonton Frail Scale in the Setting of Acute Coronary Syndrome in the Elderly","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Acute coronary syndrome; Hazard ratio; Internal medicine; Frailty syndrome; Observational study; Confidence interval; Population; Frailty Index; Myocardial infarction","score_opus":0.02392015124211897,"score_gpt":0.3051337404576812,"score_spread":0.2812135892155622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604244714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9805651,0.00069138774,0.000025882973,0.016051112,0.0001802772,0.00042150373,0.000106357096,0.000001366871,0.0019570421],"genre_scores_gemma":[0.9994565,0.000059302583,0.00004305543,0.0002400785,0.00013494838,0.000012326431,0.00000887358,0.000014514308,0.000030396404],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979973,0.0005580703,0.00061035086,0.0001347811,0.00028705815,0.00041244683],"domain_scores_gemma":[0.9979017,0.0004564527,0.00060026365,0.00067541323,0.00020157693,0.00016462582],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019448689,0.00016392606,0.00072355743,0.00018363273,0.0001418655,0.000032190663,0.0010781266,0.00017965915,0.00001790249],"category_scores_gemma":[0.0005672789,0.00008181056,0.0003464988,0.00016744273,0.00050253613,0.00013892888,0.000022830172,0.00080230186,0.0000011553851],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008018609,0.00001584298,0.9701726,0.000026419386,0.00043601898,0.00068943907,0.0023126695,0.00009943327,0.0008201568,0.000010098217,0.018729063,0.0066080666],"study_design_scores_gemma":[0.0012727183,0.0014649928,0.9883897,0.0002076068,0.00020422565,0.0058954703,0.0010577135,0.000017799406,0.00006752088,0.00012521946,0.001223384,0.00007367075],"about_ca_topic_score_codex":0.01554025,"about_ca_topic_score_gemma":0.021204952,"teacher_disagreement_score":0.018891435,"about_ca_system_score_codex":0.00017184859,"about_ca_system_score_gemma":0.0012304613,"threshold_uncertainty_score":0.9966555},"labels":[],"label_agreement":null},{"id":"W2604521955","doi":"10.1016/j.jss.2017.03.041","title":"Economic evaluations of comprehensive geriatric assessment in surgical patients: a systematic review","year":2017,"lang":"en","type":"review","venue":"Journal of Surgical Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Economics; University of Alberta","funders":"Association for Academic Surgery","keywords":"Medicine; Intensive care medicine","score_opus":0.2983680666652901,"score_gpt":0.5689587555256675,"score_spread":0.27059068886037746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604521955","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011734403,0.9917606,7.375041e-7,0.0005262322,0.00026041613,0.0044166762,0.000047078327,0.0000037815346,0.0028671082],"genre_scores_gemma":[0.00015650308,0.99855894,0.00009729542,0.000007824508,0.00029173924,0.00014939212,0.000048624748,0.000047435107,0.0006422558],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98791677,0.0036988654,0.0046517258,0.0003713466,0.0028089238,0.0005523488],"domain_scores_gemma":[0.9863097,0.00633032,0.0031107466,0.0010451055,0.0027384546,0.00046565372],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010270618,0.00038679392,0.00791598,0.0015173667,0.00008991893,0.00006158026,0.00090889237,0.0003745952,0.0005448978],"category_scores_gemma":[0.00284068,0.0002484144,0.0016144712,0.000584461,0.00027990722,0.00017384844,0.00029549704,0.00298688,0.00012891895],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060321818,0.0005963893,0.000054789445,0.9034243,0.00052554,0.0013737668,0.000013820966,0.0000011947344,2.3821203e-8,0.00007599609,0.0024454384,0.09142842],"study_design_scores_gemma":[0.001972653,0.00060788885,0.000101597594,0.59778845,0.0014261458,0.0011989649,0.00001386414,0.000009608179,4.371387e-8,0.00001910136,0.39673382,0.00012783427],"about_ca_topic_score_codex":0.000028211474,"about_ca_topic_score_gemma":0.000004865592,"teacher_disagreement_score":0.3942884,"about_ca_system_score_codex":0.0018736095,"about_ca_system_score_gemma":0.0046743276,"threshold_uncertainty_score":0.9999968},"labels":[],"label_agreement":null},{"id":"W2604707621","doi":"10.1182/blood.v120.21.699.699","title":"The Independent Effects of Frailty and Comorbidity On the Quality of Life in MDS Patients","year":2012,"lang":"en","type":"article","venue":"Blood","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Health Sciences Centre; University Health Network; Sunnybrook Health Science Centre","funders":"","keywords":"Comorbidity; Medicine; Quality of life (healthcare); Univariate analysis; Internal medicine; Multivariate analysis; Univariate; Gerontology; Multivariate statistics","score_opus":0.03678347943477029,"score_gpt":0.30252212432115316,"score_spread":0.2657386448863829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604707621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99770075,0.00042701687,0.0000017391454,0.00043991517,0.00013530858,0.00047742852,0.0000089891555,0.000006275697,0.0008025652],"genre_scores_gemma":[0.9996342,0.000050535833,0.000015323938,0.00019108549,0.000043058764,0.00001523609,0.0000029783498,0.000007036919,0.000040555053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889356,0.00020920519,0.00028443267,0.00008841324,0.0003626195,0.00016177844],"domain_scores_gemma":[0.99822897,0.0011483935,0.00014239203,0.00034868708,0.00005508067,0.000076505756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006669856,0.00008229087,0.0002199396,0.000024242618,0.000033589626,0.0000031094248,0.00009462902,0.00006142643,0.00000894625],"category_scores_gemma":[0.0020943633,0.00004343194,0.000038686056,0.00008127659,0.00011829629,0.000029651852,0.00006611393,0.00018349035,0.0000038143887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008306276,0.0014441212,0.99453884,0.00019057735,0.0000516112,4.7484735e-7,0.0008588965,1.2803575e-7,0.00086134183,0.0003943042,0.00029817352,0.0012784518],"study_design_scores_gemma":[0.003703665,0.00026267508,0.977675,0.00011889422,0.00003696432,6.4745717e-7,0.00007879431,0.0000018856884,0.017887203,0.00006877128,0.00012391405,0.000041565825],"about_ca_topic_score_codex":0.00040966153,"about_ca_topic_score_gemma":0.00013085343,"teacher_disagreement_score":0.017025862,"about_ca_system_score_codex":0.000012022855,"about_ca_system_score_gemma":0.000025868912,"threshold_uncertainty_score":0.25072998},"labels":[],"label_agreement":null},{"id":"W2605183075","doi":"10.3233/jad-161280","title":"Dynamics of Frailty and Cognition After Age 50: Why It Matters that Cognitive Decline is Mostly Seen in Old Age","year":2017,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Frailty in Older Adults","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"National Institute on Aging; Canadian Institutes of Health Research","keywords":"Cognition; Dementia; Context (archaeology); Cognitive decline; Gerontology; Cognitive impairment; Psychology; Structural equation modeling; Health and Retirement Study; Vulnerability (computing); Frailty Index; Medicine; Disease; Psychiatry","score_opus":0.044110175621630894,"score_gpt":0.3246796617813375,"score_spread":0.2805694861597066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605183075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9511147,0.0014608216,0.00010932316,0.046076257,0.00017629816,0.00038294302,0.00034707278,0.000007446331,0.00032512192],"genre_scores_gemma":[0.9875751,0.00019355437,0.00039262883,0.011501474,0.00011866343,0.00000834711,0.00005373409,0.000035497305,0.000121015524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834174,0.00006321218,0.0005803267,0.00021707063,0.00055345934,0.00024422052],"domain_scores_gemma":[0.9981172,0.00011048475,0.0006654871,0.0003331286,0.0002729957,0.0005007065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027532683,0.00022538511,0.0005299451,0.00022711953,0.00006238461,0.00007847322,0.00017294307,0.00010014264,0.00024745823],"category_scores_gemma":[0.00026160953,0.00019588233,0.00020189378,0.000059134505,0.000329563,0.0004896767,0.00012945874,0.0003645735,0.000008305896],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009860232,0.0014050849,0.94725174,0.000476188,0.002263147,0.017248416,0.0023257735,0.000003829028,0.0005542099,0.000022660804,0.007647727,0.010941017],"study_design_scores_gemma":[0.005910699,0.00027964366,0.9866873,0.0016233745,0.0028854678,0.00010529499,0.00030140285,0.00024027236,0.0006447687,0.0008790111,0.00024500443,0.00019775835],"about_ca_topic_score_codex":0.00009183673,"about_ca_topic_score_gemma":0.000186255,"teacher_disagreement_score":0.039435588,"about_ca_system_score_codex":0.000040078045,"about_ca_system_score_gemma":0.000104819825,"threshold_uncertainty_score":0.798785},"labels":[],"label_agreement":null},{"id":"W2605236294","doi":"10.1093/cid/cix316","title":"Geriatric-HIV Medicine Is Born","year":2017,"lang":"en","type":"letter","venue":"Clinical Infectious Diseases","topic":"Frailty in Older Adults","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Medicine; Human immunodeficiency virus (HIV); Family medicine; Intensive care medicine; MEDLINE; Pediatrics","score_opus":0.05748336333479838,"score_gpt":0.39261555864553943,"score_spread":0.33513219531074107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605236294","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022492819,0.0025695674,0.00006034759,0.9539346,0.0075886315,0.001244227,0.00066547265,0.00081392616,0.030873924],"genre_scores_gemma":[0.0082930215,0.0018811245,0.000015018941,0.84809786,0.066243544,0.00012167144,0.0017023251,0.00022322689,0.07342222],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948798,0.00029078982,0.0016267409,0.0014159647,0.0009631206,0.0008236268],"domain_scores_gemma":[0.9926129,0.002072975,0.0010534481,0.002980429,0.00051405386,0.0007661826],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0003856486,0.0008177849,0.002395649,0.00031455513,0.00032334548,0.0001067302,0.0006417653,0.0020550948,0.004619985],"category_scores_gemma":[0.009700501,0.000651486,0.001256288,0.00018400293,0.0014862806,0.00014041802,0.00027210396,0.0038740835,0.0028968123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046187877,0.0003502293,0.104087375,0.00052585587,0.00057833677,0.0027678262,0.000022958537,1.61652e-7,4.70697e-7,0.000004497375,0.88361365,0.0080024395],"study_design_scores_gemma":[0.004406592,0.0014677694,0.08782969,0.0011321023,0.002865783,0.00013046444,0.000004756808,0.0000136922745,0.0000014698618,0.0007366641,0.9008274,0.00058360473],"about_ca_topic_score_codex":0.000118178206,"about_ca_topic_score_gemma":0.000008632417,"teacher_disagreement_score":0.10583678,"about_ca_system_score_codex":0.00017826396,"about_ca_system_score_gemma":0.0006593432,"threshold_uncertainty_score":0.9995936},"labels":[],"label_agreement":null},{"id":"W2606209095","doi":"10.11124/jbisrir-2016-003018","title":"Predicting risk and outcomes for frail older adults: an umbrella review of frailty screening tools","year":2017,"lang":"en","type":"review","venue":"The JBI Database of Systematic Reviews and Implementation Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":264,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Checklist; Data extraction; Systematic review; Medicine; Critical appraisal; Gerontology; MEDLINE; Population; Meta-analysis; Reliability (semiconductor); Psychology; Alternative medicine; Environmental health","score_opus":0.21347194350560536,"score_gpt":0.470619398908529,"score_spread":0.2571474554029236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606209095","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007494721,0.9585138,0.00084095716,0.00006964125,0.00016654185,0.038598433,0.0016791711,0.000018498544,0.00003801448],"genre_scores_gemma":[0.000023909166,0.9886541,0.004882707,0.00012387299,0.0000989586,0.003265557,0.0027735278,0.00006624171,0.000111175854],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99044275,0.0010534291,0.0068332925,0.00069949793,0.0006726346,0.0002983937],"domain_scores_gemma":[0.98046076,0.0014919176,0.014735234,0.0027225055,0.00040407095,0.00018552077],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0111494325,0.0006404058,0.0071772304,0.00014822891,0.0002525911,0.000072591625,0.00029044657,0.00012732638,0.00009361056],"category_scores_gemma":[0.008090091,0.00034396342,0.00073958497,0.00014423497,0.00014362206,0.00043437263,0.00021656994,0.0002643031,0.0000014350006],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003414276,0.000024117904,0.00047855746,0.6082131,0.000270752,0.0000060904176,0.00016116242,4.28186e-9,2.2121053e-7,0.000006798042,0.0009202185,0.38991556],"study_design_scores_gemma":[0.00058609154,0.00014172225,0.000303049,0.7752218,0.009457356,0.0007205681,0.00033657157,0.00000897681,0.0000015418785,0.0000043681753,0.21298575,0.00023216986],"about_ca_topic_score_codex":0.00032555417,"about_ca_topic_score_gemma":0.000051114483,"teacher_disagreement_score":0.3896834,"about_ca_system_score_codex":0.000035733054,"about_ca_system_score_gemma":0.00018178648,"threshold_uncertainty_score":0.99990124},"labels":[],"label_agreement":null},{"id":"W2606495648","doi":"10.1186/s12877-017-0483-7","title":"Perspectives of Frailty and Frailty Screening: Protocol for a Collaborative Knowledge Translation Approach and Qualitative Study of Stakeholder Understandings and Experiences","year":2017,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Canadian Institutes of Health Research; National Health and Medical Research Council; Resthaven Incorporated","keywords":"Medicine; Stakeholder; Gerontology; Context (archaeology); Psychological intervention; Health care; Vulnerability (computing); Qualitative research; Public health; Knowledge translation; Nursing; Public relations","score_opus":0.3988253044022069,"score_gpt":0.4513100116191147,"score_spread":0.05248470721690779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606495648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9110963,0.00038294544,0.013695468,0.00009339794,0.000022364131,0.07376806,0.000061169776,0.000018423914,0.00086190493],"genre_scores_gemma":[0.9521212,0.000008013343,0.025543453,0.0000018787355,0.000042770327,0.022182869,0.0000036804456,0.000018861623,0.000077266],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986329,0.0001413025,0.00038443616,0.00042841138,0.00024996366,0.00016298443],"domain_scores_gemma":[0.99820054,0.00051263435,0.00046127586,0.00027009056,0.00045599387,0.00009945244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005557864,0.00020042133,0.0005103121,0.00014894415,0.0003026134,0.00006232923,0.000090642985,0.00010828237,0.000004919697],"category_scores_gemma":[0.00065079523,0.00016831327,0.000034696597,0.00018423713,0.0006338933,0.00027703107,0.00005748024,0.00009677594,3.6248576e-8],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018028744,0.0007312785,0.008443742,0.001109524,0.00012521782,4.845079e-7,0.98564786,0.0000010262825,0.00022212634,0.000547503,0.000073878015,0.0012944874],"study_design_scores_gemma":[0.011808888,0.0025685253,0.02363909,0.000100676574,0.00012626381,0.0000036968945,0.9602004,0.0006094306,0.00042551075,0.00025043738,0.00009322044,0.00017382411],"about_ca_topic_score_codex":0.00007140152,"about_ca_topic_score_gemma":0.00013958167,"teacher_disagreement_score":0.05158519,"about_ca_system_score_codex":0.000027786557,"about_ca_system_score_gemma":0.00011995272,"threshold_uncertainty_score":0.6863616},"labels":[],"label_agreement":null},{"id":"W2606574756","doi":"10.5770/cgj.20.240","title":"A Scoping Review of Frailty and Acute Care in Middle-Aged and Older Individuals with Recommendations for Future Research","year":2017,"lang":"en","type":"review","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto; Dalhousie University; University of British Columbia; University of Manitoba; Institute for Clinical Evaluative Sciences; University of Calgary; McGill University; University of Waterloo; University of Saskatchewan; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Stressor; Vulnerability (computing); Gerontology; Psychiatry","score_opus":0.1934912898751851,"score_gpt":0.44763497199044,"score_spread":0.2541436821152549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606574756","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000026918367,0.99116075,0.0000065645495,0.0035494608,0.0002664113,0.0040415726,0.00078759936,0.0000038716553,0.00015684881],"genre_scores_gemma":[0.000004653363,0.99495614,0.0034823543,0.0001958568,0.00063854584,0.00016829296,0.0002966578,0.000065960674,0.000191563],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997387,0.00031707573,0.0009090547,0.000395002,0.00039370338,0.000598156],"domain_scores_gemma":[0.99685884,0.00035494898,0.00071118673,0.00050237804,0.0006706351,0.000902033],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020293335,0.00032898938,0.0019265885,0.0015321588,0.0004712854,0.00016351313,0.00030982998,0.00039844692,0.000059711187],"category_scores_gemma":[0.0008816414,0.00025945593,0.00017112558,0.0005546697,0.00012277452,0.00015046187,0.0000634416,0.0016077259,0.0000010710143],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007276928,0.000008538117,0.00018738053,0.28979084,0.00019995945,0.00013377669,0.00073078513,9.944872e-9,1.6670375e-8,0.000007195567,0.008920022,0.7000142],"study_design_scores_gemma":[0.0008209107,0.00013941732,0.0001221798,0.461607,0.00077220914,0.0012267006,0.00018712504,1.1682702e-7,6.167775e-8,0.000007635939,0.53496045,0.00015621184],"about_ca_topic_score_codex":0.000991826,"about_ca_topic_score_gemma":0.050800253,"teacher_disagreement_score":0.69985795,"about_ca_system_score_codex":0.0005837234,"about_ca_system_score_gemma":0.008566111,"threshold_uncertainty_score":0.99998575},"labels":[],"label_agreement":null},{"id":"W2607102829","doi":"10.1111/ggi.12955","title":"Identifying frailty in primary care: A systematic review","year":2017,"lang":"en","type":"review","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Joseph's Health Care; Centre for Family Medicine; Research Institute for Aging; University of Waterloo; Lawson Health Research Institute; McMaster University","funders":"","keywords":"Medicine; MEDLINE; Context (archaeology); Prospective cohort study; Ambulatory; Frailty syndrome; Randomized controlled trial; Primary care; Gerontology; Cohort study; Intensive care medicine; Internal medicine; Family medicine; Frailty Index","score_opus":0.11327287626244975,"score_gpt":0.4056231995693099,"score_spread":0.29235032330686017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607102829","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000040758096,0.97068554,0.0003124749,0.0019252422,0.010000602,0.004329972,0.00051846163,0.00016416202,0.012022791],"genre_scores_gemma":[0.0001241346,0.98564273,0.0020874527,0.0011972716,0.0012208009,0.0013806883,0.003813431,0.0001806233,0.004352857],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9904025,0.00064236013,0.0042474126,0.002168488,0.0014096131,0.0011296318],"domain_scores_gemma":[0.9916647,0.0010070256,0.0038550366,0.0018942802,0.0011625605,0.0004163782],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0015847052,0.0015187721,0.007298697,0.002282519,0.00028813694,0.0003464391,0.0027151224,0.0021037105,0.00046038278],"category_scores_gemma":[0.0031744111,0.0014181606,0.0013741296,0.00046774556,0.00043754934,0.00060039293,0.0011517357,0.002161062,0.00026409593],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015152077,0.00046827664,0.0008232592,0.7935923,0.0035502024,0.0019174657,0.0007335867,5.253555e-7,0.0000014053554,0.0016642911,0.0060661393,0.19103105],"study_design_scores_gemma":[0.003404649,0.0002087271,0.000944439,0.21158037,0.0073193214,0.0069846762,0.00011116638,0.000030283623,3.6250577e-7,0.00023972518,0.7676581,0.0015181423],"about_ca_topic_score_codex":0.00032120306,"about_ca_topic_score_gemma":0.0005733207,"teacher_disagreement_score":0.761592,"about_ca_system_score_codex":0.002809662,"about_ca_system_score_gemma":0.0014142491,"threshold_uncertainty_score":0.9997561},"labels":[],"label_agreement":null},{"id":"W2607154238","doi":"10.1111/jgs.14902","title":"Integrating Frailty Research into the Medical Specialties—Report from a U13 Conference","year":2017,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Institute on Aging; Canadian Institutes of Health Research; National Institutes of Health; Orionin Tutkimussäätiö; Breast Cancer Research Foundation; McGraw-Hill Companies; Sanofi; UniHealth Foundation; Pfizer; National Institute of Allergy and Infectious Diseases; Biogen; GlaxoSmithKline; National Cancer Institute; Hearst Foundations; Eli Lilly and Company; Gilead Sciences; Johns Hopkins University; Boehringer Ingelheim; Abbott Fund","keywords":"Medicine; Gerontology; MEDLINE; Medical education","score_opus":0.08371761873992992,"score_gpt":0.411674217395496,"score_spread":0.32795659865556603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607154238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8894705,0.0005250421,0.0013348779,0.10426353,0.0015404561,0.00026764523,0.000007469552,0.000015475265,0.0025750073],"genre_scores_gemma":[0.9816427,0.0014569482,0.0096725635,0.0016313425,0.0043658097,0.0000055185155,0.0000018841276,0.000031789776,0.0011914425],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99520594,0.0003688009,0.00085142883,0.000256364,0.0028865158,0.000430958],"domain_scores_gemma":[0.9931765,0.0011995374,0.0023187224,0.0015167638,0.001438421,0.00035002147],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004639604,0.00019789765,0.0006436939,0.000051467938,0.0012299817,0.00029293116,0.0021884367,0.00013215121,0.0002464213],"category_scores_gemma":[0.013366968,0.000100206606,0.00071361515,0.00042913677,0.0025756345,0.00018333086,0.00083894905,0.002802863,0.000017808648],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005164241,0.0005009014,0.16358322,0.00007977877,0.0013395493,0.001214502,0.040697265,0.000007855761,0.0067113317,0.00031796016,0.56536084,0.21967039],"study_design_scores_gemma":[0.004944757,0.0011670265,0.6964071,0.0012644224,0.00072073354,0.00404899,0.053450122,0.002900611,0.0022778476,0.012242142,0.21989529,0.00068101235],"about_ca_topic_score_codex":0.0047596022,"about_ca_topic_score_gemma":0.00032021388,"teacher_disagreement_score":0.53282386,"about_ca_system_score_codex":0.0004230715,"about_ca_system_score_gemma":0.0022042862,"threshold_uncertainty_score":0.9994977},"labels":[],"label_agreement":null},{"id":"W2608069909","doi":"10.1093/ageing/afx052","title":"Acute hospital admission of the frail older person: an opportunity to discuss future care","year":2017,"lang":"en","type":"editorial","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; Acute hospital; Gerontology; Older people; Hospital admission; Acute care; Health care; Internal medicine","score_opus":0.014154949372897638,"score_gpt":0.29074489459888325,"score_spread":0.2765899452259856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608069909","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1864236,0.0013580833,0.0000072821745,0.0065393923,0.800285,0.0012104613,0.0005646828,0.000075370874,0.0035361534],"genre_scores_gemma":[0.22157651,0.0003090628,0.00017068525,0.00025571964,0.7620824,0.00002264785,0.0006957481,0.00008323818,0.014803979],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983479,0.00005249004,0.0002057454,0.00045975638,0.00065905444,0.0002750883],"domain_scores_gemma":[0.9979687,0.00005605569,0.00022630251,0.0009943892,0.00021203488,0.00054251845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010044742,0.000324333,0.000535588,0.000056837507,0.00033901143,0.00008077782,0.00040783835,0.00063515536,0.00008308632],"category_scores_gemma":[0.00074570335,0.00019074134,0.00017745131,0.00005793187,0.000094119045,0.00015309524,0.0002338974,0.00093179074,0.0000027551534],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048402675,0.000051298317,0.000106728075,0.00046577764,0.00010486938,0.0045764265,0.016162457,9.129671e-8,0.00027077395,0.000001002527,0.92947596,0.04873623],"study_design_scores_gemma":[0.0012742373,0.0006341164,0.014450984,0.0032073783,0.0005519128,0.000011387722,0.0063044312,0.0000018129296,0.00018137676,0.0000066464227,0.97301275,0.0003629824],"about_ca_topic_score_codex":0.00019293776,"about_ca_topic_score_gemma":0.00018041543,"teacher_disagreement_score":0.04837325,"about_ca_system_score_codex":0.000054872016,"about_ca_system_score_gemma":0.00040073562,"threshold_uncertainty_score":0.77782065},"labels":[],"label_agreement":null},{"id":"W2609430724","doi":"10.14740/jocmr2959w","title":"C-Reactive Protein and Frailty in the Elderly: A Literature Review","year":2017,"lang":"en","type":"review","venue":"Journal of Clinical Medicine Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":120,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology","score_opus":0.6203605249853231,"score_gpt":0.66600769341012,"score_spread":0.04564716842479688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609430724","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000036776597,0.94602823,0.0000015363898,0.045782894,0.00032804764,0.0036300782,0.000008302311,0.0000047987323,0.0041793543],"genre_scores_gemma":[0.000026365966,0.99213356,0.00015197517,0.0006296534,0.00490312,0.00010229018,0.000016194337,0.000051867395,0.0019849504],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98574644,0.0054708943,0.0044801026,0.00053818134,0.003150484,0.0006139228],"domain_scores_gemma":[0.98161125,0.011617446,0.0026341947,0.0015547995,0.0019219375,0.00066038605],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.047526043,0.00046637098,0.006855538,0.00082335854,0.00014186154,0.00008151971,0.0014132874,0.00087308756,0.000107650936],"category_scores_gemma":[0.11402424,0.00020108184,0.0009506037,0.0009850832,0.0014602741,0.00019801926,0.00023068226,0.015313517,0.00002811089],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012978209,0.00023704307,0.000039338116,0.082046255,0.00023568262,0.0037376645,0.00014971869,6.7266975e-10,1.9265138e-7,0.000032365777,0.043081548,0.8703104],"study_design_scores_gemma":[0.001261762,0.0035818953,0.00014369015,0.44689786,0.00054533983,0.0032903857,0.00003934531,2.3578109e-7,6.191632e-8,0.00017573674,0.54398054,0.000083156934],"about_ca_topic_score_codex":0.000024217874,"about_ca_topic_score_gemma":0.000014135391,"teacher_disagreement_score":0.8702273,"about_ca_system_score_codex":0.0001335235,"about_ca_system_score_gemma":0.0022836658,"threshold_uncertainty_score":0.9869582},"labels":[],"label_agreement":null},{"id":"W2610351838","doi":"10.1139/cjpp-2017-0025","title":"Implementation of the mouse frailty index","year":2017,"lang":"en","type":"review","venue":"Canadian Journal of Physiology and Pharmacology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Psychological intervention; Gerontology; Medicine; Vulnerability (computing); Health care; Computer science; Nursing","score_opus":0.09351649146533249,"score_gpt":0.42666733725613737,"score_spread":0.3331508457908049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610351838","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008922954,0.98831743,0.0000011649444,0.000604224,0.0014540177,0.0004516789,0.00012366872,0.0000016322014,0.00012320103],"genre_scores_gemma":[0.03607278,0.9623858,0.000012867513,0.0004683215,0.00059977523,0.000008541064,0.000019097351,0.000021206191,0.00041161917],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987011,0.0002604167,0.0005807116,0.00013795836,0.00006842367,0.00025141382],"domain_scores_gemma":[0.99801177,0.00011205444,0.0011681162,0.00021794125,0.00016610396,0.0003240409],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021093791,0.00019343462,0.0012509933,0.00022962641,0.00014299435,0.0000048458983,0.00035359612,0.00030657757,0.0015618419],"category_scores_gemma":[0.00004876055,0.00012405969,0.000318189,0.000065670276,0.00052094954,0.000048411057,0.00003507759,0.00077851437,0.000004194072],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049321887,0.000035593155,0.001261399,0.011934341,0.0018794842,0.00013404152,0.0003719643,0.0000013723158,0.0034354625,0.00006036457,0.047838666,0.932998],"study_design_scores_gemma":[0.0010065925,0.00023234326,0.0023422728,0.00079665147,0.0014977101,0.00068963174,0.000025457115,6.099956e-7,0.00092452025,0.00009080532,0.9922932,0.00010021836],"about_ca_topic_score_codex":0.0013749438,"about_ca_topic_score_gemma":0.003497164,"teacher_disagreement_score":0.94445455,"about_ca_system_score_codex":0.00010235273,"about_ca_system_score_gemma":0.0036415237,"threshold_uncertainty_score":0.99935085},"labels":[],"label_agreement":null},{"id":"W2610794098","doi":"10.1186/s12913-017-2272-6","title":"“It’s a waiting game” a qualitative study of the experience of carers of patients who require an alternate level of care","year":2017,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University; Sinai Health System; University of Toronto; Public Health Ontario","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Nursing research; Health administration; Nursing; Qualitative research; Health informatics; Health care; Population; Public health","score_opus":0.30029192353215894,"score_gpt":0.5526530833172689,"score_spread":0.25236115978511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610794098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969898,0.00017682422,0.0000029519247,0.00022534611,0.00008098087,0.0019262319,0.00025420144,0.0000048934294,0.00033879039],"genre_scores_gemma":[0.99944746,0.000032331805,0.00020025572,0.000067375964,0.000029238696,0.00006228424,0.000012923685,0.000023520744,0.00012460286],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9948307,0.0012591885,0.0009807881,0.000373007,0.0020756281,0.0004806478],"domain_scores_gemma":[0.99383783,0.00040837502,0.0010742015,0.0016379515,0.002830293,0.0002113323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017288085,0.00014454257,0.00067711296,0.00019465655,0.00024826307,0.00001304529,0.0011861047,0.00007147271,0.000016474083],"category_scores_gemma":[0.00050448434,0.000106155625,0.00007824724,0.00031157318,0.0004950678,0.00027687053,0.000568223,0.00031992616,7.7426984e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044520677,0.00046952255,0.30427814,0.009408098,0.00002662917,0.0000010096651,0.6835722,0.0000066610637,0.00024225842,0.00001637462,0.0000053657673,0.0015285274],"study_design_scores_gemma":[0.0020369047,0.0026905607,0.4058065,0.002570473,0.0000068898835,3.903272e-7,0.58348346,0.00032592117,0.0030062995,0.000011191443,0.000013784271,0.000047581652],"about_ca_topic_score_codex":0.060967926,"about_ca_topic_score_gemma":0.023400603,"teacher_disagreement_score":0.101528384,"about_ca_system_score_codex":0.00015372102,"about_ca_system_score_gemma":0.0007745274,"threshold_uncertainty_score":0.9944198},"labels":[],"label_agreement":null},{"id":"W2611087240","doi":"10.1080/13607863.2017.1320700","title":"Everyday cognitive functioning and global cognitive performance are differentially associated with physical frailty and chronological age in older Chinese men and women","year":2017,"lang":"en","type":"article","venue":"Aging & Mental Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Hong Kong","keywords":"Cognition; Psychology; Gerontology; Cognitive decline; Developmental psychology; Dementia; Medicine; Disease","score_opus":0.017957223367395393,"score_gpt":0.3146934239254758,"score_spread":0.29673620055808037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611087240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99732804,0.0002709063,0.00001653719,0.0010099548,0.000053061118,0.00066305284,0.00007174579,0.00004580277,0.00054091425],"genre_scores_gemma":[0.99883413,0.0001943005,0.000024006025,0.0005551563,0.0000684668,0.000040210623,0.0000936724,0.000015691805,0.00017435204],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861616,0.00007704017,0.00017819513,0.00044111043,0.00023448175,0.00045303509],"domain_scores_gemma":[0.9992816,0.00010399403,0.00020124814,0.00011094076,0.00004457376,0.00025763045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019413816,0.00023617977,0.00047599335,0.000041657197,0.00051836146,0.00008429581,0.000047165915,0.00006874715,0.000011760205],"category_scores_gemma":[0.00013897521,0.00017818913,0.000016309094,0.00007246429,0.00041687206,0.0002475964,0.00015314997,0.00031203206,0.0000017009527],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004212523,0.00026366644,0.9617629,0.00017203476,0.0000909155,0.000048440597,0.008116593,1.0351631e-7,0.00002347546,0.00000236685,0.000025121004,0.029073121],"study_design_scores_gemma":[0.008829088,0.0011213189,0.9832368,0.0024226021,0.000032098622,0.000071749826,0.0034046653,0.0006484188,0.000017440305,0.00003808363,0.0000029881571,0.00017473169],"about_ca_topic_score_codex":0.00026646254,"about_ca_topic_score_gemma":0.0005995193,"teacher_disagreement_score":0.028898388,"about_ca_system_score_codex":0.00036260983,"about_ca_system_score_gemma":0.00007319539,"threshold_uncertainty_score":0.7266342},"labels":[],"label_agreement":null},{"id":"W2611111211","doi":"10.3747/co.24.3455","title":"Meeting the Needs of the Aging Population: The Canadian Network on Aging and Cancer—Report on the First Network Meeting, 27 April 2016","year":2017,"lang":"en","type":"article","venue":"Current Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; McGill University; Royal Columbian Hospital; University of Alberta; Sunnybrook Health Science Centre; Health Sciences Centre; Ottawa Hospital; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research; Amgen","keywords":"Geriatric oncology; Medicine; Multidisciplinary approach; Gerontology; Geriatrics; Population ageing; Cancer incidence; Population; Cancer; Family medicine; Medical education; Environmental health; Political science; Internal medicine; Psychiatry","score_opus":0.07468645661973583,"score_gpt":0.3647672648557581,"score_spread":0.2900808082360223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611111211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4628255,0.010567293,0.000010783051,0.45672783,0.018490855,0.00228491,0.0000148422905,0.00006152833,0.049016446],"genre_scores_gemma":[0.9918186,0.0004627216,0.000014640691,0.0029563052,0.003963733,0.00007305306,0.0000076208785,0.000029743665,0.0006735748],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99804616,0.00026498493,0.00045340072,0.00026874256,0.00035401486,0.0006127078],"domain_scores_gemma":[0.99669385,0.0010159127,0.0007553159,0.0012733852,0.00013279064,0.00012874477],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001897704,0.00023559557,0.0003533092,0.000045169,0.0029287029,0.00008681495,0.0006847289,0.00012279363,0.000041979925],"category_scores_gemma":[0.00097308075,0.00010494349,0.000116935385,0.0001984308,0.0005292492,0.00004335217,0.00025479466,0.0007886358,0.0000068151844],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037142792,0.000040848467,0.7703326,0.000055073964,0.00011828799,0.000019494431,0.0023960343,0.0045062,0.0000019475021,0.0018735771,0.17679547,0.043823354],"study_design_scores_gemma":[0.0005616983,0.00009956539,0.36902663,0.0021691166,0.0001871292,0.000084384985,0.00033392812,0.0014960109,0.000015380996,0.00044555607,0.6254402,0.00014039919],"about_ca_topic_score_codex":0.058838982,"about_ca_topic_score_gemma":0.36980426,"teacher_disagreement_score":0.52899307,"about_ca_system_score_codex":0.00044894058,"about_ca_system_score_gemma":0.00048406268,"threshold_uncertainty_score":0.99836934},"labels":[],"label_agreement":null},{"id":"W2611153791","doi":"10.1007/s12603-017-0924-1","title":"Physical Frailty is Associated with Longitudinal Decline in Global Cognitive Function in Non-Demented Older Adults: A Prospective Study","year":2017,"lang":"en","type":"article","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Dementia; Cognitive decline; Gerontology; Medicine; Prospective cohort study; Grip strength; Confidence interval; Longitudinal study; Cohort; Cohort study; Population; Depression (economics); Cognition; Logistic regression; Demography; Physical therapy; Disease; Internal medicine; Psychiatry","score_opus":0.03071452452680994,"score_gpt":0.3653198482464509,"score_spread":0.33460532371964097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611153791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98382145,0.00028857467,0.00037017532,0.013388013,0.00012352754,0.0019123548,0.000024138531,0.000013780926,0.000057994595],"genre_scores_gemma":[0.99835914,0.00008866803,0.000061374856,0.0011035547,0.0003099552,0.00003793368,0.000009829648,0.000017360588,0.000012184418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99775976,0.00027134098,0.00067959924,0.0002218515,0.0006936673,0.0003737724],"domain_scores_gemma":[0.99770546,0.00021495379,0.0010439972,0.00022334645,0.0006606697,0.00015159471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013663678,0.0001976521,0.00061124796,0.00017017197,0.00028262616,0.00004238813,0.00016827577,0.000053369182,0.000013806689],"category_scores_gemma":[0.00048044656,0.00013793909,0.00007209747,0.0003717739,0.00010578264,0.0003749092,0.00005957183,0.0007872221,0.0000036148256],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006963723,0.008925106,0.96719366,0.00017460578,0.00025411762,0.00020955026,0.010414775,0.000006414817,0.000018975199,0.0000023988132,0.00035076408,0.0054858993],"study_design_scores_gemma":[0.03492527,0.004802964,0.9405971,0.010607434,0.00019826862,0.00015241996,0.007837456,0.00049969275,0.000038316295,0.00022825884,0.000003419645,0.000109387736],"about_ca_topic_score_codex":0.0012436762,"about_ca_topic_score_gemma":0.0034243648,"teacher_disagreement_score":0.02796155,"about_ca_system_score_codex":0.00086032285,"about_ca_system_score_gemma":0.00023598393,"threshold_uncertainty_score":0.5624993},"labels":[],"label_agreement":null},{"id":"W2612251467","doi":"10.1111/ggi.13028","title":"Frailty in older adults with amnestic mild cognitive impairment as a result of Alzheimer's disease: A comparison of two models of frailty characterization","year":2017,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universidade de São Paulo","keywords":"Medicine; Mood; Neuropsychology; Cognitive impairment; Disease; Cognition; Montreal Cognitive Assessment; Dementia; Activities of daily living; Gerontology; Internal medicine; Psychiatry","score_opus":0.05087344405973835,"score_gpt":0.3602797568058271,"score_spread":0.3094063127460887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612251467","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846916,0.0014037746,0.0061850334,0.0027287118,0.0014268213,0.0012467433,0.00088411034,0.000032924607,0.0014002859],"genre_scores_gemma":[0.99542165,0.0006138183,0.0023238743,0.00013156002,0.00020272321,0.00014220556,0.0009198465,0.000046904464,0.00019742975],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99569714,0.00014487721,0.0018457143,0.00087778905,0.0009602106,0.00047423877],"domain_scores_gemma":[0.9941226,0.0003896796,0.0026849918,0.0006852975,0.0018675211,0.0002499057],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004702099,0.00049365207,0.0013123826,0.00091399834,0.0001204917,0.000043875887,0.00076798495,0.0003939861,0.000260863],"category_scores_gemma":[0.0007343389,0.00047562786,0.00021489074,0.00021662746,0.0007671335,0.00054332684,0.00028687756,0.0004406117,0.0000051747766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018765923,0.004597218,0.935731,0.0004886923,0.0025178841,0.0002366578,0.008476441,0.00037746003,0.0018026666,0.010185311,0.00033667887,0.016484046],"study_design_scores_gemma":[0.018485349,0.0010193674,0.95716923,0.0007348794,0.00073779596,0.00015814356,0.00060784013,0.017828837,0.0016353483,0.0010669135,0.00009666338,0.0004596191],"about_ca_topic_score_codex":0.0018252353,"about_ca_topic_score_gemma":0.0009769155,"teacher_disagreement_score":0.021438222,"about_ca_system_score_codex":0.00017099516,"about_ca_system_score_gemma":0.00044302116,"threshold_uncertainty_score":0.99976957},"labels":[],"label_agreement":null},{"id":"W2612307616","doi":"10.1113/jp274134","title":"The impact of age and frailty on ventricular structure and function in C57BL/6J mice","year":2017,"lang":"en","type":"article","venue":"The Journal of Physiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University","keywords":"C57BL/6; Ventricular function; Internal medicine; Gerontology; Function (biology); Medicine; Cardiology; Neuroscience; Psychology; Biology; Cell biology","score_opus":0.018514571844014293,"score_gpt":0.30492581375369,"score_spread":0.2864112419096757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612307616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99810964,0.0006989593,0.000003057852,0.00092292903,0.000121095734,0.00008609604,0.0000033325753,0.0000010586629,0.000053834367],"genre_scores_gemma":[0.9993914,0.00032522978,0.000011296607,0.00006390479,0.00016501556,2.1509896e-7,7.0271966e-7,0.000004939977,0.000037300237],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9994771,0.00010234771,0.0001738709,0.000053436623,0.000088498266,0.00010473504],"domain_scores_gemma":[0.9991357,0.00020532573,0.00033704497,0.00022855627,0.00005508549,0.00003829107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023603116,0.00007337526,0.00022155508,0.000037832677,0.00010448165,0.000007779279,0.00012379918,0.000056636043,0.000014259428],"category_scores_gemma":[0.0002501581,0.00003127421,0.000048892463,0.000025340272,0.00021963446,0.00004746332,0.000039401715,0.00030656636,5.269407e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033167866,0.000074756266,0.011030622,0.000046093737,0.00026887827,0.0000670894,0.00077155995,0.00022542631,0.97055036,0.00006747017,0.0015981835,0.011982783],"study_design_scores_gemma":[0.0013911738,0.001421735,0.9894979,0.00008158409,0.0000613505,0.00027012825,0.00007893795,0.000076657096,0.0036744797,0.0032818895,0.00013505225,0.00002911695],"about_ca_topic_score_codex":0.00012723384,"about_ca_topic_score_gemma":0.00002814224,"teacher_disagreement_score":0.9784673,"about_ca_system_score_codex":0.000023598204,"about_ca_system_score_gemma":0.000028312541,"threshold_uncertainty_score":0.13318953},"labels":[],"label_agreement":null},{"id":"W2613088023","doi":"10.11648/j.cmr.20170603.15","title":"Frailty and Loss of Rectus Femoris Muscle Thickness in Hospitalized Elderly Patients with Community-Acquired Pneumonia – A Case-Control Study","year":2017,"lang":"en","type":"article","venue":"Clinical Medicine Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sarcopenia; Pneumonia; Community-acquired pneumonia; Geriatrics; Geriatric trauma; Internal medicine; Emergency medicine; Poison control; Injury prevention; Injury Severity Score","score_opus":0.15647517998836774,"score_gpt":0.472342966255014,"score_spread":0.31586778626664624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613088023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897956,0.00015660457,0.000013967579,0.005660678,0.0002444812,0.0032225526,0.000031626616,0.000033209162,0.0008412602],"genre_scores_gemma":[0.9990403,0.00009739014,0.00012110223,0.00012304206,0.00022386527,0.000109836765,0.000012621781,0.000051636143,0.00022017064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9930005,0.0029193647,0.001284888,0.00060070097,0.0015072798,0.00068723044],"domain_scores_gemma":[0.98883337,0.006431441,0.00038134787,0.0024603133,0.0013197527,0.0005737711],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.011148112,0.00028849763,0.0014972367,0.0003391201,0.00061339914,0.000042683783,0.00067736744,0.000293803,0.00009173326],"category_scores_gemma":[0.025264343,0.00019560325,0.000078345525,0.00038603885,0.003706739,0.00017706983,0.00042658843,0.0023141622,0.000008956694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025074517,0.0031243016,0.92817616,0.00033218897,0.00014573928,0.0021719371,0.003614282,2.2594557e-7,0.0000400637,0.000004507672,0.00020097964,0.059682187],"study_design_scores_gemma":[0.04411698,0.025455443,0.9242151,0.0014787026,0.00014493568,0.00010672256,0.0039980127,0.0000702861,0.000005839044,0.00014378499,0.00009872838,0.00016549321],"about_ca_topic_score_codex":0.008235828,"about_ca_topic_score_gemma":0.0028208187,"teacher_disagreement_score":0.05951669,"about_ca_system_score_codex":0.00008900335,"about_ca_system_score_gemma":0.00023807176,"threshold_uncertainty_score":0.99998754},"labels":[],"label_agreement":null},{"id":"W2613666219","doi":"","title":"Données de validité en efficacité et reproductibilité des échelles de fragilité dans la population générale","year":2016,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.016648829333227172,"score_gpt":0.2517232703473021,"score_spread":0.2350744410140749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613666219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93319285,0.00028393208,0.032949056,0.017707568,0.00005820467,0.00035080392,0.000022812317,0.00032249303,0.015112298],"genre_scores_gemma":[0.95028627,0.00044696656,0.035556123,0.00011764747,0.000045350687,0.000040457457,0.00008940284,0.000051041243,0.013366756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9935772,0.004590854,0.00042253197,0.00064654666,0.00034575292,0.0004171384],"domain_scores_gemma":[0.9940888,0.0028722957,0.00018356612,0.0018288386,0.00077818177,0.00024829395],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006477469,0.0002211055,0.00028117246,0.00012772073,0.00023100483,0.00008900044,0.00042952568,0.00019170264,0.00015107634],"category_scores_gemma":[0.009864392,0.00018988561,0.00015040055,0.000328108,0.0003744715,0.0002303234,0.00020103627,0.0002559622,0.00004559651],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009628773,0.0012375107,0.5874605,0.00026635808,0.00010895365,0.00001993946,0.042431924,0.000034840356,0.2169671,0.038553547,0.00094716536,0.11187583],"study_design_scores_gemma":[0.0016420963,0.0000033471672,0.6774203,0.0020839316,0.00007894556,0.00017147581,0.00050591934,0.00069771765,0.30062404,0.008859891,0.007587964,0.00032438582],"about_ca_topic_score_codex":0.0014873822,"about_ca_topic_score_gemma":0.002659927,"teacher_disagreement_score":0.11155145,"about_ca_system_score_codex":0.00030823832,"about_ca_system_score_gemma":0.00018356963,"threshold_uncertainty_score":0.99847597},"labels":[],"label_agreement":null},{"id":"W2613862004","doi":"10.1200/jco.2013.31.15_suppl.e20522","title":"Rapid assessment of frailty prior to treatment of elderly colorectal cancer patients.","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Internal medicine; Odds ratio; Stage (stratigraphy); Colorectal cancer; Multivariate analysis; Chemotherapy; Cancer; Population; Oncology","score_opus":0.11389525671766677,"score_gpt":0.4821860505146417,"score_spread":0.36829079379697494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613862004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871836,0.00021892104,0.00004730128,0.008006815,0.001418475,0.0007424574,0.000016583837,0.0000052033784,0.0023606746],"genre_scores_gemma":[0.98767185,0.0006776986,0.0100786565,0.0006660456,0.0005101729,0.000029875038,0.0000032399782,0.000017024393,0.0003454494],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99578464,0.000282644,0.0029920007,0.0001825563,0.00052226696,0.0002359119],"domain_scores_gemma":[0.9939237,0.0017483045,0.002208409,0.00019943202,0.0014356744,0.0004844817],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007337621,0.00016133359,0.0019753221,0.00014741029,0.000017884808,0.000003670802,0.00016894483,0.00031838156,0.0013062628],"category_scores_gemma":[0.0017063447,0.00010610748,0.0005471413,0.00015015011,0.00019056676,0.00009314276,0.000041200867,0.00037416638,0.000016232965],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012204949,0.0067706793,0.3130293,0.000038697537,0.00057891384,0.0000274748,0.00026351985,0.000012979885,0.0013662053,0.000012439713,0.0061629633,0.6705163],"study_design_scores_gemma":[0.011536529,0.11340736,0.83509415,0.00014192495,0.00033043764,0.000019766941,0.000077921424,0.000051787967,0.0016712245,0.00003998302,0.03755341,0.000075505784],"about_ca_topic_score_codex":0.00028689584,"about_ca_topic_score_gemma":0.00011851239,"teacher_disagreement_score":0.67044085,"about_ca_system_score_codex":0.00042538135,"about_ca_system_score_gemma":0.0020625032,"threshold_uncertainty_score":0.99960667},"labels":[],"label_agreement":null},{"id":"W2614801185","doi":"10.11606/d.5.2017.tde-16052017-171439","title":"A identificação da síndrome da fragilidade no comprometimento cognitivo leve em idosos","year":2017,"lang":"pt","type":"dissertation","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Wechsler Adult Intelligence Scale; Psychology; Psychiatry; Medicine; Gerontology; Cognition","score_opus":0.046403070402701314,"score_gpt":0.3419068849853413,"score_spread":0.29550381458263997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614801185","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63042086,0.004092739,0.0012731475,0.0018932092,0.029058345,0.0135672605,0.0022933697,0.0012325983,0.3161685],"genre_scores_gemma":[0.45559612,0.00013462154,0.00040025063,0.00048535442,0.0007882417,0.0003448615,0.012164921,0.0002961417,0.5297895],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9900117,0.00036303242,0.0023093866,0.0027139229,0.0027650113,0.0018369696],"domain_scores_gemma":[0.9906959,0.000581048,0.0018217593,0.0035599864,0.0021372791,0.0012040177],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00094891194,0.0019956983,0.0028530112,0.0010110108,0.0010045905,0.0017397462,0.0019049427,0.0018742662,0.038888033],"category_scores_gemma":[0.002225357,0.0019937237,0.0009420823,0.0005034816,0.0004420666,0.0007625899,0.00027499508,0.002511152,0.043107938],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0077935024,0.013733841,0.010541724,0.035528764,0.020491667,0.010057075,0.09380091,0.000012183887,0.16214538,0.0012992113,0.39265513,0.2519406],"study_design_scores_gemma":[0.087085314,0.012832336,0.3169788,0.08569303,0.027669817,0.0022663574,0.14029145,0.012461557,0.12787956,0.0018026086,0.16243556,0.0226036],"about_ca_topic_score_codex":0.0019495664,"about_ca_topic_score_gemma":0.0009784455,"teacher_disagreement_score":0.30643708,"about_ca_system_score_codex":0.0005172053,"about_ca_system_score_gemma":0.00083112344,"threshold_uncertainty_score":0.9997901},"labels":[],"label_agreement":null},{"id":"W2615050107","doi":"10.1017/cem.2017.140","title":"LO78: Frailty Assessments of Older Canadians Using Emergency Health Services: The FOCUS Study","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Hospital","funders":"","keywords":"Medicine; Cohen's kappa; Emergency department; Observational study; Prospective cohort study; Adverse effect; Family medicine; Emergency medicine; Internal medicine; Psychiatry","score_opus":0.14561683678689322,"score_gpt":0.43235791134506574,"score_spread":0.28674107455817255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615050107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94220203,0.007175702,0.00035447924,0.025785184,0.017045897,0.0014769881,0.00008459674,0.0000102390295,0.0058648693],"genre_scores_gemma":[0.9955029,0.0004920268,0.00013756953,0.00034854477,0.001581553,0.0000050248395,0.0000071516015,0.000058274534,0.0018669398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99591273,0.00018392359,0.0019332963,0.00030042973,0.00088813505,0.0007814807],"domain_scores_gemma":[0.99338126,0.000036730507,0.0020605503,0.0013577287,0.0011090036,0.0020547032],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015120798,0.00034956055,0.0009956711,0.00049260777,0.0008540581,0.000013238973,0.0011404853,0.00011280428,0.005622025],"category_scores_gemma":[0.00047796243,0.00023858072,0.00022346865,0.00037568598,0.00024187974,0.0002854701,0.000041451032,0.00065420876,0.000006685639],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075136915,0.00027727586,0.90357953,0.00062904396,0.0010898063,0.00059969764,0.023991121,0.000045150355,0.00037369103,0.0000715749,0.060671225,0.008596725],"study_design_scores_gemma":[0.004926791,0.0036476469,0.94054234,0.0026578978,0.00093524676,0.0002320571,0.023263587,0.00034210476,0.000038515223,0.00033088465,0.022713022,0.00036991847],"about_ca_topic_score_codex":0.6705198,"about_ca_topic_score_gemma":0.827159,"teacher_disagreement_score":0.15663916,"about_ca_system_score_codex":0.00049851596,"about_ca_system_score_gemma":0.0040484276,"threshold_uncertainty_score":0.99528694},"labels":[],"label_agreement":null},{"id":"W2615542942","doi":"10.1017/cem.2017.60","title":"PL02: Derivation and validation of a feasible emergency department specific frailty index to predict adverse outcomes","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute","funders":"","keywords":"Medicine; Emergency department; Logistic regression; Odds ratio; Emergency medicine; Long-term care; Odds; Confidence interval; Internal medicine; Nursing","score_opus":0.11038265030632387,"score_gpt":0.35847738003111534,"score_spread":0.24809472972479146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615542942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97453046,0.0009725033,0.000822266,0.013872132,0.0060590343,0.0005604111,0.000037291644,0.000007904835,0.0031379925],"genre_scores_gemma":[0.9964012,0.0007732461,0.00036912676,0.0000946236,0.00079917803,0.0000074002633,0.000022441971,0.000028185474,0.0015045786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976219,0.00004280174,0.0011981494,0.00022552787,0.00056435686,0.00034724647],"domain_scores_gemma":[0.99650294,0.00002732306,0.0008372198,0.0005872327,0.00076337263,0.0012819149],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005592682,0.00022898208,0.0005982215,0.0005646178,0.0002307755,0.000005835913,0.00030409312,0.00010697423,0.003954896],"category_scores_gemma":[0.0021103406,0.0001859224,0.00012663653,0.00021686162,0.00013483508,0.00030020386,0.000027726266,0.00023950155,0.0000102385375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010797859,0.000043747124,0.92417026,0.00011434702,0.00017613654,0.00007399814,0.0012646801,0.000029139877,0.0022346165,0.000077831115,0.06851693,0.0031903426],"study_design_scores_gemma":[0.002399151,0.0009904397,0.96327525,0.0005052972,0.00019616201,0.000044506647,0.00037125856,0.000027881073,0.0012600841,0.00032227414,0.030451871,0.00015580068],"about_ca_topic_score_codex":0.0037982871,"about_ca_topic_score_gemma":0.0072022746,"teacher_disagreement_score":0.03910502,"about_ca_system_score_codex":0.00017785087,"about_ca_system_score_gemma":0.0004922502,"threshold_uncertainty_score":0.99695563},"labels":[],"label_agreement":null},{"id":"W2615918057","doi":"10.1017/cem.2017.256","title":"P054: Do biomarkers need clinical attention among pre-frail injured seniors seen in the ED","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Creatinine; Internal medicine; Vitamin D and neurology; Emergency department; Gerontology; Psychiatry","score_opus":0.08033053221375643,"score_gpt":0.39324401339097725,"score_spread":0.31291348117722084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2615918057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94110787,0.0012294436,0.000037354577,0.039657798,0.009725463,0.0005164201,0.000010193764,0.0000071285544,0.0077083474],"genre_scores_gemma":[0.9949048,0.00046841716,0.00009055297,0.00033998798,0.0025180506,0.0000059969852,0.000014709913,0.000032865235,0.0016246006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965796,0.00028990663,0.0017116383,0.00026160167,0.0006305062,0.0005267347],"domain_scores_gemma":[0.9963143,0.00013244124,0.0010229441,0.0009241733,0.00045447377,0.0011516889],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0033967602,0.00025095922,0.00067574915,0.00051389536,0.0002975778,0.000025186611,0.0008488739,0.00022667964,0.002326011],"category_scores_gemma":[0.0059722117,0.00016379924,0.00029696082,0.0003096505,0.00062363304,0.00028662977,0.000023339897,0.0009098819,0.000019744817],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013521501,0.000041101965,0.7839421,0.000042304026,0.00019216447,0.00067481096,0.0014318322,9.989199e-7,0.00015442383,0.000015941308,0.20655082,0.00681826],"study_design_scores_gemma":[0.0037014135,0.00085635687,0.96697026,0.0009034909,0.00030278787,0.00017339434,0.001778871,0.00004987644,0.0000067210494,0.00017856059,0.024925292,0.00015296634],"about_ca_topic_score_codex":0.021179559,"about_ca_topic_score_gemma":0.04299348,"teacher_disagreement_score":0.18302813,"about_ca_system_score_codex":0.00016800183,"about_ca_system_score_gemma":0.00089248474,"threshold_uncertainty_score":0.998586},"labels":[],"label_agreement":null},{"id":"W2616080755","doi":"10.1093/ageing/afx063.114","title":"114Prevalence Of Frailty And Its Association With The Composite Outcome Of Mortality At 90- Day And Readmission At 30-Day In Older Surgical Patients","year":2017,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Outcome (game theory); Association (psychology); Gerontology; Frailty Index","score_opus":0.03067159696882924,"score_gpt":0.3090698002184701,"score_spread":0.2783982032496408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616080755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985212,0.0002600999,0.0000022469603,0.00044596338,0.000024694404,0.00025109472,0.0000135857335,0.0000049878663,0.0004761243],"genre_scores_gemma":[0.99872166,0.00014981686,0.0000131560555,0.000043975204,0.000014960478,0.000002659298,0.0000103376115,0.0000063489365,0.0010371009],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991627,0.00007639983,0.0002132245,0.00017698339,0.00025079865,0.00011991914],"domain_scores_gemma":[0.9992,0.0002104057,0.0002621218,0.00020655569,0.000055128337,0.000065798755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040828885,0.00009298897,0.00026357354,0.000021886834,0.00014333284,0.000014863881,0.000055021985,0.00006847334,0.000017050454],"category_scores_gemma":[0.00025144004,0.000057169917,0.000018844728,0.000027631208,0.00008144847,0.000109658366,0.00015785113,0.00010773663,5.32926e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035701585,0.000042097974,0.99351543,0.00019346754,0.000023081595,0.00021871754,0.00130633,6.053737e-7,0.002670844,0.0000036842596,0.000048310063,0.001941702],"study_design_scores_gemma":[0.0020112605,0.00008482536,0.994671,0.00052071526,0.0000629784,0.0000038816097,0.000024016346,0.00012601333,0.0022857406,0.000007021217,0.00013830706,0.000064253465],"about_ca_topic_score_codex":0.00017120343,"about_ca_topic_score_gemma":0.00019576111,"teacher_disagreement_score":0.001975559,"about_ca_system_score_codex":0.000039320395,"about_ca_system_score_gemma":0.000005354685,"threshold_uncertainty_score":0.23313215},"labels":[],"label_agreement":null},{"id":"W2616328582","doi":"10.1017/cem.2017.317","title":"P115: Limiting functional decline in seniors evaluated for minor injuries in the ED","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Psychological intervention; Physical therapy; Gerontology; Limiting; Prospective cohort study; Rehabilitation; Activities of daily living; Internal medicine; Nursing","score_opus":0.14803258871420685,"score_gpt":0.3919546430141668,"score_spread":0.24392205429995997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616328582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.880914,0.0021907173,0.00013240079,0.10738473,0.006339119,0.00059663196,0.000018099909,0.000004059554,0.002420288],"genre_scores_gemma":[0.9954989,0.00016128471,0.00018832875,0.00094948936,0.0023352953,0.000016976375,0.000022846181,0.00002240012,0.0008044671],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99781585,0.000087896005,0.0010519159,0.00016395588,0.00045289975,0.00042751027],"domain_scores_gemma":[0.99791235,0.00021698566,0.000510586,0.00038485642,0.0005384681,0.0004367329],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024130936,0.00017490287,0.00045633252,0.00052139646,0.0002377017,0.000011904473,0.00040489074,0.00009957268,0.0015244699],"category_scores_gemma":[0.009700151,0.000116626536,0.000120118224,0.00020464028,0.00020196737,0.000168804,0.000013680334,0.00047191716,0.0000055713167],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005635612,0.000092725975,0.71074766,0.00018555966,0.00013190939,0.00047393245,0.0051664826,0.000097876065,0.0008896903,0.00022161989,0.27190784,0.009521162],"study_design_scores_gemma":[0.0073312283,0.0012364886,0.9173788,0.0012335321,0.00021698116,0.00017167618,0.003001545,0.0007942777,0.00008180242,0.0013551124,0.067011945,0.00018659947],"about_ca_topic_score_codex":0.0099704955,"about_ca_topic_score_gemma":0.1826255,"teacher_disagreement_score":0.20663117,"about_ca_system_score_codex":0.00018398844,"about_ca_system_score_gemma":0.0011927069,"threshold_uncertainty_score":0.9993883},"labels":[],"label_agreement":null},{"id":"W2616483939","doi":"10.1093/ageing/afx060.146","title":"146Prevalence And Determinants Of Frailty And Associated Co-Morbidities Among Older People In Nepal","year":2017,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Older people; Polypharmacy; Environmental health; Intensive care medicine","score_opus":0.029058844641854837,"score_gpt":0.3121128077410137,"score_spread":0.28305396309915887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616483939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99853945,0.00040033506,0.0000028465222,0.000084870895,0.00003871859,0.00015697765,0.000010137716,0.0000117835625,0.00075486576],"genre_scores_gemma":[0.9985504,0.0004943369,0.00006261336,0.000046593712,0.000028548335,0.000004635687,0.0000036840397,0.000009549542,0.00079963746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99934274,0.00002328378,0.00017010262,0.00018334996,0.00011259351,0.00016791296],"domain_scores_gemma":[0.9995039,0.000098015356,0.00012130719,0.00018614581,0.000022559196,0.000068051515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015532963,0.000100776495,0.0002868425,0.000048518337,0.0001317813,0.000049067374,0.000055907585,0.00007778509,0.000014333205],"category_scores_gemma":[0.00039634292,0.00009085451,0.000017415015,0.000025809435,0.00020705984,0.00020942208,0.00008287061,0.00012262771,5.393112e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001008198,0.00002381142,0.9776288,0.00023048827,0.000011465758,0.0016054815,0.0032749171,6.93629e-8,0.0011747067,0.0000025043719,0.00007733044,0.015960297],"study_design_scores_gemma":[0.0013199901,0.00007982448,0.99565136,0.0010771907,0.000032632437,0.000023583018,0.0003895536,0.00033383674,0.0009096516,0.00006465949,0.00002450723,0.00009318505],"about_ca_topic_score_codex":0.0014677462,"about_ca_topic_score_gemma":0.0045669866,"teacher_disagreement_score":0.01802254,"about_ca_system_score_codex":0.000009484576,"about_ca_system_score_gemma":0.000011659706,"threshold_uncertainty_score":0.37049395},"labels":[],"label_agreement":null},{"id":"W2616672971","doi":"10.1093/gerona/glx072","title":"Advances in Preclinical Models of Frailty","year":2017,"lang":"en","type":"review","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Computer science","score_opus":0.4195066075277702,"score_gpt":0.5164830469383312,"score_spread":0.09697643941056105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616672971","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000056170564,0.9901684,0.00004327865,0.0013682852,0.00038996708,0.0007264773,0.000038865615,0.000010673033,0.0071979095],"genre_scores_gemma":[0.00030962622,0.99752206,0.0006537655,0.00003647803,0.00017718882,0.000036260528,0.0000081215485,0.00003667614,0.0012198326],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965634,0.00045722682,0.0020029317,0.00028175447,0.00033658266,0.00035812205],"domain_scores_gemma":[0.9948843,0.000843762,0.0026530048,0.0012874329,0.00023143104,0.00010006223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013383501,0.00036301723,0.0044572465,0.00019547335,0.00006580897,0.000009707856,0.0009159201,0.0005989865,0.0001637584],"category_scores_gemma":[0.0015090483,0.00020967843,0.00068484165,0.00010408869,0.0010500686,0.0004005846,0.00019096311,0.0011514684,0.0000073801657],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026447067,0.00013310269,0.0000729432,0.010305522,0.00027241843,0.000041096246,0.00028291903,0.000007987371,6.3849393e-7,0.00025050426,0.0004405556,0.98792785],"study_design_scores_gemma":[0.00082962535,0.0006722469,0.00018470956,0.04056945,0.0011074691,0.0016464145,0.0001012596,0.000010469418,0.000004964189,0.00392122,0.95075583,0.00019635586],"about_ca_topic_score_codex":0.00006245846,"about_ca_topic_score_gemma":0.00071211124,"teacher_disagreement_score":0.98773146,"about_ca_system_score_codex":0.000057416924,"about_ca_system_score_gemma":0.0005341121,"threshold_uncertainty_score":0.8550438},"labels":[],"label_agreement":null},{"id":"W2617024599","doi":"10.1093/gerona/glx009","title":"A Comparison of Two Mouse Frailty Assessment Tools","year":2017,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Creatinine; Alanine aminotransferase; Medicine; Internal medicine; Alanine transaminase; Gerontology","score_opus":0.22017146207957353,"score_gpt":0.4818477383935222,"score_spread":0.26167627631394863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617024599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96607363,0.0010387627,0.00040942524,0.022771511,0.00027807066,0.0003226041,0.000021444084,0.000018204528,0.0090663675],"genre_scores_gemma":[0.9931105,0.00021460964,0.004134517,0.00016843784,0.00011471784,0.000009626149,0.000003043926,0.000016142592,0.002228435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839914,0.00013339394,0.00069931394,0.00014297588,0.00034721705,0.00027795063],"domain_scores_gemma":[0.9970262,0.00020804153,0.0011728705,0.0011683586,0.00032619477,0.00009832712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006498687,0.00015978693,0.00088584045,0.00005828233,0.00026991442,0.000039723156,0.00059299584,0.000107887,0.00043808762],"category_scores_gemma":[0.00065588474,0.00010373272,0.00016010646,0.000032644253,0.00081036985,0.00033016066,0.00017346634,0.00042629006,0.0000071646627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001926488,0.0011188692,0.7354418,0.00033977718,0.0014037067,0.00006529562,0.00603764,0.00008982007,0.18618192,0.0047669434,0.019761603,0.042866144],"study_design_scores_gemma":[0.0041687475,0.001870395,0.8858964,0.00039728786,0.00039108843,0.00061725394,0.0024352928,0.0002049127,0.0969028,0.0015923915,0.0053271633,0.00019625327],"about_ca_topic_score_codex":0.00030935204,"about_ca_topic_score_gemma":0.00084447936,"teacher_disagreement_score":0.15045461,"about_ca_system_score_codex":0.00004468836,"about_ca_system_score_gemma":0.00014416184,"threshold_uncertainty_score":0.47967523},"labels":[],"label_agreement":null},{"id":"W2617676879","doi":"10.1017/s0714980817000186","title":"How’s Your Health at Home: Frail Homebound Patients Reported Health Experience and Outcomes","year":2017,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia; Vancouver Coastal Health","funders":"","keywords":"Medicine; Gerontology; Odds; Odds ratio; Quarter (Canadian coin); Home health; Family medicine; Health care; Logistic regression","score_opus":0.030554189581123395,"score_gpt":0.28719750447775155,"score_spread":0.25664331489662817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617676879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68095064,0.014347903,0.000029200308,0.29201713,0.0107969735,0.00091685535,0.00039252217,0.000024399953,0.00052436907],"genre_scores_gemma":[0.95176214,0.0044762027,0.0003377482,0.010433331,0.0013014341,0.00004362869,0.0001072303,0.00016549126,0.031372797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9929523,0.0004231388,0.0015278186,0.0011481133,0.0005086771,0.0034399536],"domain_scores_gemma":[0.98284626,0.00016225461,0.0023229083,0.0018119365,0.0005571429,0.0122995125],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0020826452,0.0008931968,0.0015703759,0.0008339126,0.0050452882,0.0016932294,0.00088137237,0.0002746569,0.00042649003],"category_scores_gemma":[0.0027015454,0.00092150754,0.00029222766,0.00024969823,0.0008761243,0.00069423136,0.00015056277,0.001391854,0.00003600586],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003557365,0.00014934319,0.75328046,0.00086646253,0.00044264685,0.006323678,0.037515976,0.000018501429,0.0000062008216,0.0008169456,0.048836697,0.15170749],"study_design_scores_gemma":[0.0023294366,0.0007874733,0.5101137,0.0041134492,0.00006391942,0.002355449,0.00227733,0.000057009136,0.000004029028,0.00006246557,0.47730264,0.00053309154],"about_ca_topic_score_codex":0.25891244,"about_ca_topic_score_gemma":0.7832556,"teacher_disagreement_score":0.52434313,"about_ca_system_score_codex":0.014446768,"about_ca_system_score_gemma":0.005026041,"threshold_uncertainty_score":0.9993431},"labels":[],"label_agreement":null},{"id":"W2617994564","doi":"10.1016/j.archger.2017.05.009","title":"Instruments to evaluate mobility capacity of older adults during hospitalization: A systematic review","year":2017,"lang":"en","type":"review","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Tinetti test; Medicine; Construct (python library); Rehabilitation; Geriatric rehabilitation; Physical therapy; Acute care; Construct validity; Physical medicine and rehabilitation; Balance (ability); Health care; Nursing; Computer science; Patient satisfaction","score_opus":0.05610310207389994,"score_gpt":0.3553292224141904,"score_spread":0.29922612034029045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617994564","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005085043,0.9884483,0.00005338456,0.000073541596,0.00021959213,0.0056638704,0.00010040504,0.000019244397,0.000336594],"genre_scores_gemma":[0.0023956425,0.9960067,0.00090316636,0.000031058204,0.000043158005,0.00028552648,0.00006336501,0.000029932728,0.00024141667],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9967388,0.0004382515,0.0016649632,0.0005632667,0.0002964746,0.00029826647],"domain_scores_gemma":[0.9963332,0.00034308012,0.0016703896,0.0013133133,0.00014679466,0.00019321237],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00048109892,0.00043232716,0.00474177,0.00026061435,0.00009160544,0.0000073808646,0.00038971397,0.00025432697,0.000022884806],"category_scores_gemma":[0.0021456324,0.0003354328,0.00047540563,0.00015364507,0.00031420827,0.000069547605,0.00024454587,0.00026834078,0.000006910658],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004351633,0.00013697974,0.0002223215,0.9127523,0.00036646758,0.0000072269145,0.00061762764,4.6144752e-8,3.3266974e-7,0.000023000754,0.000021746906,0.08580846],"study_design_scores_gemma":[0.0013737725,0.00044145703,0.005419745,0.9824211,0.007556716,0.00033359745,0.000025041041,0.000006884258,0.0000055609653,0.000060697133,0.0019922822,0.00036313172],"about_ca_topic_score_codex":0.000055824337,"about_ca_topic_score_gemma":0.000025349573,"teacher_disagreement_score":0.08544534,"about_ca_system_score_codex":0.00003966935,"about_ca_system_score_gemma":0.0001934671,"threshold_uncertainty_score":0.99990976},"labels":[],"label_agreement":null},{"id":"W2619151201","doi":"10.1016/j.cjca.2017.05.015","title":"The Cost of Frailty in Cardiac Surgery","year":2017,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; Trillium Health Centre; University of Toronto; University of Calgary; St. Michael's Hospital","funders":"","keywords":"Medicine; Cardiac surgery; General surgery; Gerontology; Cardiology; Surgery","score_opus":0.04413018884954156,"score_gpt":0.27907558980156116,"score_spread":0.2349454009520196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619151201","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040630847,0.010818354,0.000043237185,0.94778126,0.011691186,0.0005919875,0.0004490974,0.000004672054,0.02455714],"genre_scores_gemma":[0.70677966,0.004502245,0.00009902025,0.20365472,0.072485745,0.000052230094,0.00038374882,0.00029093385,0.011751687],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974345,0.00049637776,0.00089697883,0.00019133434,0.00029783737,0.00068298273],"domain_scores_gemma":[0.99590266,0.0014121382,0.00087070884,0.0008924695,0.00053547794,0.00038654348],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001533276,0.00025562005,0.0021442955,0.0006426661,0.00011655252,0.000028368955,0.0005697547,0.0010026745,0.000020496083],"category_scores_gemma":[0.0028409858,0.00018581004,0.0009821424,0.00009491488,0.0008121763,0.000052571973,0.000021370051,0.0029363278,0.000013247422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027147391,4.1792055e-7,0.042507548,0.00007429636,0.0004973716,0.0059893914,0.000044175405,0.000014112898,0.000005482357,0.0000032335129,0.94139796,0.009438835],"study_design_scores_gemma":[0.0002936485,0.000081810715,0.05160433,0.0004733496,0.00020458885,0.0016981479,0.00002768055,4.773482e-7,0.000017947941,0.000078745165,0.9453833,0.00013594226],"about_ca_topic_score_codex":0.004078166,"about_ca_topic_score_gemma":0.0048720036,"teacher_disagreement_score":0.7441265,"about_ca_system_score_codex":0.00044578066,"about_ca_system_score_gemma":0.006706353,"threshold_uncertainty_score":0.99936396},"labels":[],"label_agreement":null},{"id":"W2619334327","doi":"10.1093/ageing/afx081","title":"Frailty status at admission to hospital predicts multiple adverse outcomes","year":2017,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":278,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Delirium; Logistic regression; Emergency medicine; Odds ratio; Prospective cohort study; Incidence (geometry); Adverse effect; Internal medicine; Geriatrics; Acute care; Cohort; Health care; Intensive care medicine","score_opus":0.02643294976084104,"score_gpt":0.29880034901797414,"score_spread":0.2723673992571331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2619334327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99319434,0.00008548948,0.00004884795,0.002360454,0.00031926273,0.0003764479,0.000018911938,0.00007728866,0.0035189583],"genre_scores_gemma":[0.9860804,0.000048309495,0.001076317,0.0006329146,0.00013246023,0.000011480736,0.000021315294,0.000021281563,0.011975492],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989955,0.000010954384,0.00015659038,0.0002881724,0.00021567823,0.00033314645],"domain_scores_gemma":[0.9988422,0.00006813662,0.00007452305,0.0005256039,0.000033378084,0.0004561941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006422111,0.00015070589,0.00023803841,0.00004505914,0.0003970078,0.000044891676,0.00010537472,0.0000749072,0.00009456628],"category_scores_gemma":[0.0013693657,0.000118337826,0.000062078936,0.00002456622,0.000055759316,0.00018748068,0.00028983015,0.00013210939,0.000084652645],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097209384,0.000095678784,0.91079116,0.00009106335,0.000060518894,0.011648976,0.0030949877,0.0000026864325,0.006444764,0.0000070295723,0.007325935,0.06033997],"study_design_scores_gemma":[0.0021683467,0.00023369736,0.9588086,0.00027613333,0.0000386604,0.000009573278,0.0001497196,0.00010662428,0.0010520614,0.00001830336,0.03699356,0.00014471466],"about_ca_topic_score_codex":0.00044223358,"about_ca_topic_score_gemma":0.00023936643,"teacher_disagreement_score":0.060195256,"about_ca_system_score_codex":0.00005243452,"about_ca_system_score_gemma":0.000023373796,"threshold_uncertainty_score":0.48256764},"labels":[],"label_agreement":null},{"id":"W2621293083","doi":"10.1016/s1526-4114(06)60150-9","title":"10.1016/s1526-4114(06)60150-9","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Term (time); Long-term care; Physical medicine and rehabilitation; Business; Physical therapy; Nursing; Medicine","score_opus":0.008479185045727181,"score_gpt":0.2059703490435722,"score_spread":0.19749116399784503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621293083","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016995841,0.00010485719,9.795792e-7,0.0030360168,0.0000024343824,0.00039562525,0.000018313876,0.00027002097,0.99447215],"genre_scores_gemma":[0.000491637,5.6147144e-7,0.00040013358,0.00034126977,0.0003507923,0.000027269602,0.000057160418,0.000049461596,0.9982817],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987143,0.000029037277,0.00023789897,0.00031164376,0.00032533394,0.00038173574],"domain_scores_gemma":[0.99895555,0.000059134247,0.000025938492,0.000552824,0.00007276154,0.0003338203],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011783748,0.00018948251,0.00028608472,0.0000970967,0.000053512904,0.0000225914,0.00016887771,0.00010045679,0.99856573],"category_scores_gemma":[0.000113169786,0.0001769371,0.00008958489,0.00025916056,0.000049988586,0.00007707547,0.000038492588,0.00019516158,0.9987676],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115120114,0.000079527075,7.84872e-7,0.000015963644,0.000026051575,0.00003612412,0.000033901993,0.000010766239,0.000114403745,2.9305065e-7,0.6256951,0.37387192],"study_design_scores_gemma":[0.0010337086,0.00038628018,0.00033315434,0.00009713627,0.000057371806,0.00010060791,0.0000018185632,0.00014159988,0.00036879838,0.0000060674824,0.9972773,0.00019614234],"about_ca_topic_score_codex":0.0000377425,"about_ca_topic_score_gemma":3.8803313e-7,"teacher_disagreement_score":0.3736758,"about_ca_system_score_codex":0.00007517695,"about_ca_system_score_gemma":0.00005730034,"threshold_uncertainty_score":0.72152853},"labels":[],"label_agreement":null},{"id":"W2621492120","doi":"10.1016/j.regg.2017.04.001","title":"Aplicación de la Escala de fragilidad de Edmonton en población colombiana. Comparación con los criterios de Fried","year":2017,"lang":"es","type":"article","venue":"Revista Española de Geriatría y Gerontología","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Philosophy","score_opus":0.01407733538821771,"score_gpt":0.33983116052172857,"score_spread":0.32575382513351087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621492120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9554474,0.010548853,0.008278907,0.010363746,0.0006698192,0.0026550842,0.0005071967,0.0006058323,0.010923187],"genre_scores_gemma":[0.97730666,0.0027752928,0.010997348,0.002336163,0.0022339656,0.00041034512,0.00014859607,0.00036974452,0.0034219],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9874961,0.0033310833,0.0019847187,0.0019447522,0.0009367131,0.004306675],"domain_scores_gemma":[0.9892627,0.0020251102,0.0016616497,0.0042716074,0.00041834416,0.0023605865],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.005586869,0.0017245723,0.0031262517,0.0003858762,0.0014862234,0.0023734218,0.0028927764,0.0026402364,0.00096740684],"category_scores_gemma":[0.0069415043,0.0019153224,0.0009842819,0.00028105304,0.001824947,0.0006815838,0.0007713254,0.0027728737,0.00044378912],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00437159,0.0024745595,0.7056559,0.008338473,0.0020201171,0.005877949,0.01313093,0.00009964287,0.14167751,0.019162415,0.068909384,0.028281529],"study_design_scores_gemma":[0.008656862,0.0010893141,0.7780685,0.004142351,0.0021626097,0.0030691954,0.0011225176,0.00642438,0.00676542,0.0010841422,0.18526115,0.0021535838],"about_ca_topic_score_codex":0.0048641595,"about_ca_topic_score_gemma":0.0010044796,"teacher_disagreement_score":0.13491209,"about_ca_system_score_codex":0.0049427827,"about_ca_system_score_gemma":0.0032129681,"threshold_uncertainty_score":0.9999458},"labels":[],"label_agreement":null},{"id":"W2623418099","doi":"10.1136/bmjopen-2016-015565","title":"Evaluation of a physiatrist-directed prehabilitation intervention in frail patients with colorectal cancer: a randomised pilot study protocol","year":2017,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Prehabilitation; Medicine; Physical therapy; Colorectal cancer; Protocol (science); Intervention (counseling); Randomized controlled trial; Rehabilitation; Cancer; Physical medicine and rehabilitation; Alternative medicine; Surgery; Nursing; Internal medicine","score_opus":0.09346327382579299,"score_gpt":0.4619529989929074,"score_spread":0.3684897251671144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2623418099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5884219,0.0000011627546,0.0000029175842,0.00007988256,0.000033659762,0.41078013,0.0000067606406,0.000012658518,0.00066097814],"genre_scores_gemma":[0.58346015,4.919357e-8,0.00016022158,0.0000036311462,0.000017394765,0.4162754,0.000015152034,0.000011157851,0.00005682454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997489,0.0005928929,0.00052127225,0.00029710805,0.0009702572,0.0001294822],"domain_scores_gemma":[0.99752486,0.00007712294,0.0006862893,0.0005104745,0.0011565022,0.000044735276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028465975,0.00013368606,0.00041925645,0.00009442335,0.0000781022,0.00006334802,0.0002783597,0.00003056214,0.00016180126],"category_scores_gemma":[0.0024763583,0.000104514744,0.000041876752,0.0001275522,0.000061119004,0.00039312954,0.0001087955,0.000088538705,0.000003888752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.09256936,0.007157195,0.8584872,0.00036692308,0.00017196378,0.0000015584104,0.0022416739,0.00005357374,0.00044010638,7.749047e-7,0.0002500244,0.038259644],"study_design_scores_gemma":[0.20941134,0.010183431,0.77673197,0.0010092047,0.00021022762,3.1285802e-7,0.0001823296,0.0016941602,0.00044015303,0.000035456273,0.0000069583393,0.00009448923],"about_ca_topic_score_codex":0.0048066094,"about_ca_topic_score_gemma":0.012472158,"teacher_disagreement_score":0.11684197,"about_ca_system_score_codex":0.00031158005,"about_ca_system_score_gemma":0.00041353062,"threshold_uncertainty_score":0.72661877},"labels":[],"label_agreement":null},{"id":"W2625985775","doi":"10.1200/jco.2015.33.15_suppl.e20528","title":"Does frailty affect response to chemotherapy in older men with metastatic castration-resistant prostate cancer?","year":2015,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Prostate cancer; Grip strength; Quality of life (healthcare); Docetaxel; Performance status; Internal medicine; Cancer; Physical therapy; Gerontology; Oncology","score_opus":0.12051923648466692,"score_gpt":0.4816054161730945,"score_spread":0.3610861796884276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625985775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9069824,0.00012534723,0.000084636595,0.09102472,0.0004832853,0.0006804293,0.000008368136,0.000010585069,0.00060021935],"genre_scores_gemma":[0.9822196,0.00010939518,0.010686317,0.0041704895,0.00043010726,0.00002994191,0.0000012766163,0.000029728953,0.0023231616],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.99610263,0.00095991715,0.0018066443,0.00024188602,0.00058823114,0.00030067313],"domain_scores_gemma":[0.9950487,0.0023871346,0.00096586806,0.0002415181,0.00063784455,0.00071892526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062202234,0.00017967871,0.0013923127,0.00020712943,0.000019408302,0.00001543406,0.00016326236,0.00016649319,0.00011109616],"category_scores_gemma":[0.005221228,0.000089878915,0.00015890539,0.0003026145,0.00015659504,0.00014517976,0.000024211107,0.00078855397,0.000014237581],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.49881577,0.0047890567,0.24374169,0.00016267636,0.0013231098,0.0089068115,0.008240604,0.00086937845,0.008317195,0.000027474545,0.053840213,0.17096601],"study_design_scores_gemma":[0.041466832,0.039667003,0.86037165,0.00058639934,0.00025483037,0.00033559176,0.001150432,0.00011186971,0.0009007482,0.00020719274,0.054750808,0.00019665612],"about_ca_topic_score_codex":0.00018367442,"about_ca_topic_score_gemma":0.0017512419,"teacher_disagreement_score":0.61662996,"about_ca_system_score_codex":0.0004722311,"about_ca_system_score_gemma":0.004562994,"threshold_uncertainty_score":0.8094555},"labels":[],"label_agreement":null},{"id":"W2627078227","doi":"10.1111/jppi.12197","title":"Applying a General Measure of Frailty to Assess the Aging Related Needs of Adults with Intellectual and Developmental Disabilities","year":2017,"lang":"en","type":"article","venue":"Journal of Policy and Practice in Intellectual Disabilities","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University; Queen's University","funders":"","keywords":"Intellectual disability; Gerontology; Psychology; Borderline intellectual functioning; Cohort; Population; Developmental psychology; Cognition; Medicine; Psychiatry","score_opus":0.08118389410015375,"score_gpt":0.36045838436078903,"score_spread":0.2792744902606353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2627078227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9836577,0.0005369629,0.00013036892,0.006714493,0.000094662944,0.00056237186,0.000013979844,0.000007053447,0.008282384],"genre_scores_gemma":[0.9964159,0.00040865524,0.0020926865,0.00025388174,0.0001690136,0.000025924815,0.0000011896282,0.000025386227,0.0006073228],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976661,0.00034488947,0.0009761461,0.00017452556,0.00054107595,0.00029726658],"domain_scores_gemma":[0.94578505,0.052373394,0.0006460312,0.00038606435,0.00061211694,0.00019731912],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0015316432,0.000255966,0.00066492916,0.00037727525,0.00021580442,0.000099964745,0.00029176593,0.00011767993,0.00012039494],"category_scores_gemma":[0.33664516,0.0001645505,0.00009308681,0.00030965067,0.0016333953,0.0007095971,0.00020206632,0.00067536626,0.0000021835983],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006987998,0.00033902214,0.015857529,0.0006647464,0.00044617982,0.00000759809,0.95015913,0.000040621213,0.0018438372,0.0011561179,0.00085538684,0.021641847],"study_design_scores_gemma":[0.002334447,0.0021677192,0.0047658593,0.0024843754,0.0002030798,0.0028971126,0.97613215,0.000103427104,0.0047762124,0.00070910685,0.0031781187,0.00024839106],"about_ca_topic_score_codex":0.0013094833,"about_ca_topic_score_gemma":0.00029483048,"teacher_disagreement_score":0.33511353,"about_ca_system_score_codex":0.0001731462,"about_ca_system_score_gemma":0.0005446362,"threshold_uncertainty_score":0.6710174},"labels":[],"label_agreement":null},{"id":"W2645640394","doi":"10.1016/j.jamda.2017.04.018","title":"The Asia-Pacific Clinical Practice Guidelines for the Management of Frailty","year":2017,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":628,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Polypharmacy; Guideline; Best practice; Grading (engineering); Clinical Practice; Geriatrics; MEDLINE; Gerontology; Family medicine; Intensive care medicine; Psychiatry; Pathology","score_opus":0.07907851646423436,"score_gpt":0.45701153601321554,"score_spread":0.3779330195489812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2645640394","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.114961736,0.0010118788,0.0012823466,0.87266946,0.0052829287,0.00080527907,0.000013892822,0.00001718889,0.0039553083],"genre_scores_gemma":[0.95124257,0.013266562,0.012498766,0.008233756,0.0048118797,0.000033881784,0.0000025836673,0.00005744735,0.009852534],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9958518,0.0003545313,0.0013159066,0.00013078495,0.002099836,0.00024712793],"domain_scores_gemma":[0.9842175,0.0060457317,0.006552571,0.0007687122,0.00223921,0.0001762424],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009998815,0.000126178,0.0005022854,0.000026977636,0.00056689326,0.00007116455,0.0010232029,0.000089483896,0.000016690477],"category_scores_gemma":[0.11582682,0.000053232354,0.00055808655,0.00013555637,0.00051374926,0.00012631518,0.00015443092,0.0006148694,0.000003627022],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005640057,0.00024688183,0.052154325,0.00003387226,0.0022698813,0.000012753824,0.000115314346,0.0000045646375,0.000039239567,0.00015242712,0.41977495,0.5246318],"study_design_scores_gemma":[0.0013159352,0.00032780916,0.53396696,0.00033303362,0.0009917977,0.000036047335,0.0011935129,0.00046572517,0.00008864275,0.00015855572,0.4610586,0.00006336055],"about_ca_topic_score_codex":0.0001431938,"about_ca_topic_score_gemma":0.000025954922,"teacher_disagreement_score":0.8644357,"about_ca_system_score_codex":0.0002488003,"about_ca_system_score_gemma":0.00027414341,"threshold_uncertainty_score":0.89162093},"labels":[],"label_agreement":null},{"id":"W2673132242","doi":"10.1007/s13187-017-1244-1","title":"National Survey Among Radiation Oncology Residents Related to Their Needs in Geriatric Oncology","year":2017,"lang":"en","type":"article","venue":"Journal of Cancer Education","topic":"Frailty in Older Adults","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Geriatrics; Geriatric oncology; Curriculum; Family medicine; Radiation oncology; Needs assessment; Polypharmacy; Oncology; Internal medicine; Cancer; Radiation therapy; Psychology; Psychiatry","score_opus":0.03463643587055437,"score_gpt":0.4437275348549779,"score_spread":0.40909109898442353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2673132242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97137326,0.0006665215,0.0000121266485,0.018958721,0.0038744947,0.00028988745,0.0000060811226,0.000004884704,0.0048140064],"genre_scores_gemma":[0.995848,0.00055922644,0.00023082718,0.00056964066,0.00080623646,0.000026273987,0.000018150515,0.0000147762385,0.0019268399],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998539,0.00020686453,0.00063426705,0.00011487154,0.00034731854,0.00015771101],"domain_scores_gemma":[0.99742246,0.00021392507,0.0009976932,0.00018993439,0.0010134904,0.00016251982],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015105484,0.00009749337,0.0003213096,0.0007581029,0.000085562926,0.00003530482,0.00020904574,0.00018104841,0.00015643451],"category_scores_gemma":[0.0022327246,0.00008692182,0.00005866674,0.00032039607,0.0000475175,0.00036203468,0.000025355941,0.00036010428,0.000017144781],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003770667,0.0003032532,0.83489555,0.000015467316,0.000056039076,0.000005509859,0.0022446886,0.0001793906,0.0004158172,0.000026199703,0.028430209,0.13305083],"study_design_scores_gemma":[0.001845925,0.0003943348,0.985342,0.00016747987,0.000035483106,0.00006860286,0.00027690062,0.00006109308,0.00027727208,0.00041485496,0.011042397,0.00007364268],"about_ca_topic_score_codex":0.0028472422,"about_ca_topic_score_gemma":0.0043504667,"teacher_disagreement_score":0.15044647,"about_ca_system_score_codex":0.002735904,"about_ca_system_score_gemma":0.0056800973,"threshold_uncertainty_score":0.9999568},"labels":[],"label_agreement":null},{"id":"W2707156895","doi":"10.1016/j.jgo.2017.06.001","title":"Global geriatric oncology: Achievements and challenges","year":2017,"lang":"en","type":"review","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"Institut National Du Cancer; McGill University; Moffitt Cancer Center; University of Rochester; Associazione Italiana di Oncologia Medica; Thomas Jefferson University; University of Chicago; University of Toronto; University of Alabama; Memorial Sloan-Kettering Cancer Center","keywords":"Geriatric oncology; Medicine; Workforce; Geriatrics; Health care; Latin Americans; Population ageing; Global health; Gerontology; Healthcare system; Population; Family medicine; Cancer; Oncology; Internal medicine; Nursing; Public health; Environmental health; Economic growth; Psychiatry; Political science","score_opus":0.15812954743492405,"score_gpt":0.4454238792989687,"score_spread":0.2872943318640446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2707156895","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000054050262,0.9737071,0.000011718499,0.0039483327,0.004659068,0.0010096459,0.00004554205,0.000027277953,0.016537305],"genre_scores_gemma":[0.000026544009,0.9909566,0.0026653477,0.00015515553,0.0049022515,0.000028107757,0.000017106508,0.00007179621,0.0011771073],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949562,0.00074355805,0.0024186259,0.00057815196,0.0006178247,0.00068562466],"domain_scores_gemma":[0.992035,0.0006904884,0.0053635896,0.0007703053,0.0004637893,0.00067686604],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0020386886,0.0007321057,0.0065069865,0.0008342905,0.0001769867,0.000053788688,0.0008144232,0.0018216318,0.00016277656],"category_scores_gemma":[0.0012376944,0.0005441266,0.0010584667,0.00035265277,0.00026956014,0.00020879337,0.0004127876,0.0014328174,0.0001108618],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002167382,0.00059149985,0.00006592467,0.010794173,0.0012358968,0.0027843262,0.00007389531,1.0700509e-7,1.8959574e-7,0.0000439468,0.014250916,0.9699424],"study_design_scores_gemma":[0.003994499,0.0067604743,0.00093702105,0.0032525982,0.0073093274,0.027026841,0.00005180325,5.5229447e-7,5.107453e-8,0.00013103787,0.950177,0.00035876344],"about_ca_topic_score_codex":0.000018475906,"about_ca_topic_score_gemma":0.000036205507,"teacher_disagreement_score":0.96958363,"about_ca_system_score_codex":0.0026358608,"about_ca_system_score_gemma":0.0055064894,"threshold_uncertainty_score":0.999701},"labels":[],"label_agreement":null},{"id":"W2711284213","doi":"10.1016/j.jtcvs.2017.06.040","title":"The impact of frailty on functional survival in patients 1 year after cardiac surgery","year":2017,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Seven Oaks General Hospital; University of Manitoba; Children's Hospital Research Institute of Manitoba; Research Manitoba; St. Boniface Hospital","funders":"Canadian Institutes of Health Research; University of Manitoba","keywords":"Medicine; Cohort; Quality of life (healthcare); Prospective cohort study; Odds ratio; Internal medicine; Cohort study; Physical therapy; Gerontology","score_opus":0.03202786586771989,"score_gpt":0.300629734914074,"score_spread":0.26860186904635414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2711284213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933339,0.004563134,0.000021960204,0.00014164996,0.0014323553,0.00012448135,0.00002533452,0.00000381968,0.00035338334],"genre_scores_gemma":[0.9976901,0.0016924619,0.000013660507,0.000013831928,0.0004656498,0.000004263821,0.0000057206325,0.000022828377,0.00009151308],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976708,0.00031320288,0.0006071152,0.00016846396,0.0009812621,0.00025914932],"domain_scores_gemma":[0.99748975,0.0008002147,0.00041422772,0.0007447621,0.0003894888,0.00016155271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038405377,0.00018116584,0.0011374031,0.00022341241,0.00013026099,0.00005850339,0.000105011,0.00011569845,0.000026986367],"category_scores_gemma":[0.0015206843,0.00011111459,0.0029817142,0.00009369221,0.0001717222,0.00020606672,0.000055264598,0.00036583707,0.0000053518975],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001978989,0.00010252989,0.9002725,0.0000459272,0.002309151,0.00008622849,0.000041076477,0.000030408215,0.0000054419984,9.557905e-7,0.0048183897,0.090308405],"study_design_scores_gemma":[0.00034551768,0.00010458097,0.9972899,0.00039207342,0.00029047884,0.000030153224,0.000053424086,0.0000035391135,0.00010431904,0.000023034461,0.0012562647,0.000106727755],"about_ca_topic_score_codex":0.000100332836,"about_ca_topic_score_gemma":0.0000029461291,"teacher_disagreement_score":0.097017385,"about_ca_system_score_codex":0.00008771291,"about_ca_system_score_gemma":0.00026779316,"threshold_uncertainty_score":0.45311216},"labels":[],"label_agreement":null},{"id":"W2725782117","doi":"10.1093/geroni/igx004.5149","title":"TABLE- BASED CLINICAL FRAILTY SCALE—AGREEMENT BETWEEN ED PHYSICIANS, PATIENTS AND CAREGIVERS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre hospitalier universitaire de Québec; Université Laval; Dalhousie University; Nova Scotia Health Authority; University of Toronto","funders":"","keywords":"Medicine; Cohen's kappa; Emergency department; Observational study; Kappa; Adverse effect; Family medicine; Emergency medicine; Internal medicine; Psychiatry","score_opus":0.05329296872200569,"score_gpt":0.3575014259407403,"score_spread":0.30420845721873463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725782117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917561,0.000010512567,0.0006789017,0.003947336,0.00037098912,0.00036506818,0.00002137648,0.000032672968,0.0028170897],"genre_scores_gemma":[0.9967669,0.0000054050056,0.0013124822,0.0012191163,0.0002427942,0.000012473188,0.00015128718,0.000015131556,0.00027436623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985576,0.00003729575,0.0005686154,0.00030967765,0.00031197126,0.00021480296],"domain_scores_gemma":[0.9987628,0.00009246194,0.00035781978,0.000435355,0.0003067966,0.00004480127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047842183,0.00012682828,0.00028042894,0.00019088243,0.00016686667,0.00006092292,0.00013453254,0.00008885171,0.000028799317],"category_scores_gemma":[0.00055142667,0.00013139079,0.000026309111,0.00025746966,0.0001465538,0.00022849879,0.00007623806,0.00027925364,0.0000141094815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021708793,0.0000741735,0.91584367,0.000046353583,0.000017955615,0.0000040065793,0.00020370094,0.0000028612285,0.0001160404,0.000028692262,0.002616772,0.081024066],"study_design_scores_gemma":[0.0047702137,0.000090475456,0.9887769,0.00043768086,0.000025340492,2.3609519e-7,0.00011966522,0.0003993891,0.0007702452,0.000066385895,0.0044136858,0.00012974931],"about_ca_topic_score_codex":0.00020663018,"about_ca_topic_score_gemma":0.000031837586,"teacher_disagreement_score":0.08089432,"about_ca_system_score_codex":0.000083953135,"about_ca_system_score_gemma":0.00006503847,"threshold_uncertainty_score":0.53579605},"labels":[],"label_agreement":null},{"id":"W2725866395","doi":"10.1093/geroni/igx004.3838","title":"FALLERS AND CORTICAL BRAIN VOLUMES: CROSS-SECTIONAL ANALYSIS IN COGNITIVELY HEALTHY OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Posterior parietal cortex; Somatosensory system; Premotor cortex; White matter; Cortex (anatomy); Physical medicine and rehabilitation; Secondary somatosensory cortex; Psychology; Medicine; Temporal cortex; Neuroscience; Magnetic resonance imaging; Anatomy","score_opus":0.03469208244437515,"score_gpt":0.36581770302603306,"score_spread":0.3311256205816579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725866395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98837715,0.000027390168,0.0011881411,0.009145647,0.00014318536,0.00030186088,0.000010080557,0.000031773347,0.0007747559],"genre_scores_gemma":[0.9969625,0.0000064860883,0.0005513378,0.0019176167,0.000106851265,0.0000311331,0.00008304848,0.000013722014,0.00032733835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983546,0.00004398097,0.0006584359,0.00038713423,0.0002894431,0.000266404],"domain_scores_gemma":[0.9989491,0.00018035878,0.00022589638,0.0002503058,0.0003367415,0.000057599584],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075623236,0.00012588633,0.00027276832,0.0009951041,0.0001866051,0.000121906254,0.00008745583,0.000111294314,0.00008496967],"category_scores_gemma":[0.0016560141,0.00013575365,0.00003440877,0.0011006511,0.00019863604,0.00028164647,0.000057869864,0.00040486062,0.000009863122],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017847233,0.00008627806,0.99212366,0.000067917055,0.000061520215,0.000048842976,0.0009602412,0.000022505725,0.00012571712,0.00023893689,0.00014583615,0.0059400927],"study_design_scores_gemma":[0.004197188,0.000049320395,0.9873443,0.00023355523,0.000017441602,0.00002214172,0.00032722484,0.007459498,0.000050151975,0.00010561662,0.000070325375,0.00012321428],"about_ca_topic_score_codex":0.0006810396,"about_ca_topic_score_gemma":0.00068038044,"teacher_disagreement_score":0.008585301,"about_ca_system_score_codex":0.000154978,"about_ca_system_score_gemma":0.00009663127,"threshold_uncertainty_score":0.5535873},"labels":[],"label_agreement":null},{"id":"W2726089126","doi":"10.1093/geroni/igx004.2391","title":"DIFFERENTIAL PREDICTION OF GLOBAL AND EVERYDAY COGNITION BY PHYSICAL FRAILTY AND CHRONOLOGICAL AGE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Psychology; Everyday life; Gerontology; Developmental psychology; Medicine; Psychiatry","score_opus":0.03599933058360935,"score_gpt":0.31822829058120566,"score_spread":0.28222895999759634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726089126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964498,0.000020299882,0.001286534,0.001016817,0.000106634325,0.0001654161,0.00004551933,0.000027168646,0.00088180054],"genre_scores_gemma":[0.9995198,0.000010650341,0.00014761194,0.00006913517,0.0001076798,0.000008723392,0.00009135591,0.0000044776734,0.00004055535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99934095,0.000015148069,0.00022527187,0.0001755262,0.00014234052,0.00010075316],"domain_scores_gemma":[0.9996004,0.000023795874,0.00013980077,0.00013362119,0.00008023839,0.000022150514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007546041,0.00007925681,0.00016196181,0.000050859726,0.000073503994,0.00003273826,0.000038128826,0.00007023002,0.000014113645],"category_scores_gemma":[0.0002501512,0.00007311248,0.000010650505,0.000117747375,0.00019641794,0.00016758971,0.00005604822,0.00012870006,9.243927e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010501058,0.00023624756,0.72097564,0.00015383153,0.000037802423,0.00001490054,0.00045555958,6.9191384e-7,0.21764414,0.0023566084,0.0008745554,0.057145033],"study_design_scores_gemma":[0.0020515057,0.00010927389,0.9880308,0.00019111054,0.000021760578,0.00001619917,0.000041851315,0.0010468332,0.0064768256,0.0018589868,0.00009846614,0.000056392684],"about_ca_topic_score_codex":0.00005104901,"about_ca_topic_score_gemma":0.000006445407,"teacher_disagreement_score":0.26705518,"about_ca_system_score_codex":0.00004544272,"about_ca_system_score_gemma":0.000014033394,"threshold_uncertainty_score":0.29814404},"labels":[],"label_agreement":null},{"id":"W2726090185","doi":"10.1093/geroni/igx004.3303","title":"SCREENING AND ASSESSMENT IN THE EMERGENCY DEPARTMENT","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"","keywords":"Emergency department; Medicine; Context (archaeology); Multinational corporation; Czech; Geriatric care; Family medicine; Emergency medicine; Medical emergency; Nursing; Geography","score_opus":0.0625063462856601,"score_gpt":0.3860946308966289,"score_spread":0.3235882846109688,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726090185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96938354,0.00004431453,0.0013503319,0.019178685,0.00013790585,0.00026128243,8.201913e-7,0.000011264099,0.009631851],"genre_scores_gemma":[0.9959973,0.000022250813,0.0032449455,0.00047539372,0.00006321545,0.00003648343,0.000012465711,0.000005527482,0.00014241294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992898,0.000021316358,0.0002816912,0.00012201378,0.00016894861,0.000116246294],"domain_scores_gemma":[0.99954593,0.000024374054,0.00011082191,0.00026316973,0.000046188055,0.000009505357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065684866,0.00005849196,0.0000820345,0.00016513183,0.00010755791,0.000039153438,0.00008786269,0.00002321872,0.00002827694],"category_scores_gemma":[0.00017441156,0.00004568291,0.0000075243665,0.0002302331,0.00002464842,0.00013892583,0.00004245087,0.00020758764,0.0000015538573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004845841,0.00003223287,0.9443195,0.000024568952,0.00000515341,0.000024616715,0.0008577162,0.0000067379206,0.0005797485,0.003897224,0.00046603315,0.049781654],"study_design_scores_gemma":[0.0008157661,0.000019407556,0.9940958,0.00014589353,0.000003556276,0.000011639514,0.00042763338,0.00092360197,0.00010952637,0.00070370105,0.0026955812,0.000047889767],"about_ca_topic_score_codex":0.00015279412,"about_ca_topic_score_gemma":0.000106944564,"teacher_disagreement_score":0.049776334,"about_ca_system_score_codex":0.000039586575,"about_ca_system_score_gemma":0.000023334234,"threshold_uncertainty_score":0.1862895},"labels":[],"label_agreement":null},{"id":"W2726092987","doi":"10.1093/geroni/igx004.945","title":"MULTIMORBIDITY PATTERNS PROVIDE ADDED PROGNOSTIC INFORMATION BEYOND FRAILTY STATUS IN OLDER ADULTS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Disease; Multimorbidity; Gerontology; Cohort; Cohort study; Clinical phenotype; Demography; Internal medicine; Phenotype","score_opus":0.02964842541850925,"score_gpt":0.31632431291374674,"score_spread":0.2866758874952375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726092987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928204,0.000011680034,0.0012652606,0.0022955588,0.00041376194,0.0013822527,0.000032429,0.00008872689,0.0016899215],"genre_scores_gemma":[0.9967009,0.000008420665,0.0015903265,0.0008267459,0.00010806809,0.00016746747,0.0004596289,0.000019513913,0.00011891939],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979912,0.00003391346,0.00089771097,0.00026224184,0.0003902677,0.0004246808],"domain_scores_gemma":[0.99838465,0.00008314848,0.00049858243,0.0005723714,0.00040270158,0.00005856079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046730568,0.00019078414,0.00025556926,0.00074568845,0.0001232205,0.00014453857,0.00017722519,0.00012935796,0.00009827138],"category_scores_gemma":[0.0029208593,0.00019533465,0.000025858553,0.0005309648,0.000060191578,0.0016130168,0.000102126854,0.00047163764,0.00005181363],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006963386,0.00012160744,0.89826524,0.00034295893,0.000007958065,0.00002654783,0.0044254595,0.000021522388,0.00021088598,0.00015581105,0.0002940945,0.09605826],"study_design_scores_gemma":[0.005719451,0.000047123212,0.9849825,0.0016272474,0.00000734434,0.000009559605,0.00059253693,0.0045969263,0.0011207678,0.0001274968,0.00097325566,0.00019579205],"about_ca_topic_score_codex":0.0019173566,"about_ca_topic_score_gemma":0.0007476246,"teacher_disagreement_score":0.09586246,"about_ca_system_score_codex":0.0002735993,"about_ca_system_score_gemma":0.00016330631,"threshold_uncertainty_score":0.7965516},"labels":[],"label_agreement":null},{"id":"W2726143778","doi":"10.1097/sla.0000000000002363","title":"Caring for Older Surgical Patients","year":2017,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Guideline; Thematic analysis; Summative assessment; Geriatrics; Family medicine; Perioperative; Nursing; Gerontology; Surgery; Qualitative research; Formative assessment","score_opus":0.24142811394799923,"score_gpt":0.38847502849446425,"score_spread":0.147046914546465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726143778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99226797,0.00013644612,0.0000087285935,0.0034454516,0.00042090451,0.0002232651,0.000028783968,0.000020764266,0.0034476866],"genre_scores_gemma":[0.9980294,0.000095149095,0.00007501513,0.0002809277,0.00018983606,0.000016462796,0.000035818543,0.00001817839,0.0012592116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991059,0.000009905524,0.0002684354,0.00016284779,0.0002088209,0.00024411759],"domain_scores_gemma":[0.9985165,0.00037196657,0.0001813472,0.0004818187,0.00033927464,0.00010906537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002966343,0.00009077703,0.00035120855,0.000071538125,0.00009889254,0.000017517239,0.00009231599,0.00007203497,0.000055309578],"category_scores_gemma":[0.0010225426,0.00007997794,0.00024498068,0.000024161674,0.00008222071,0.00012836728,0.00004787015,0.0000628116,0.000012678592],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017372651,0.00021001209,0.8653249,0.00023237047,0.00007272175,0.000028404998,0.00007540154,3.8411937e-7,0.000034691704,0.000048911494,0.06766878,0.06612968],"study_design_scores_gemma":[0.0008688644,0.0000500048,0.96070904,0.00038325554,0.000021513759,0.0000060445486,0.00000975742,0.000017740704,0.007989812,0.000091288224,0.02975298,0.000099693716],"about_ca_topic_score_codex":0.00007416575,"about_ca_topic_score_gemma":0.0000027248261,"teacher_disagreement_score":0.09538412,"about_ca_system_score_codex":0.000005223232,"about_ca_system_score_gemma":0.00004565105,"threshold_uncertainty_score":0.32614055},"labels":[],"label_agreement":null},{"id":"W2726158894","doi":"10.1093/geroni/igx004.4835","title":"CLINICAL APPLICATIONS OF THE CLINICAL FRAILTY SCALE AND THE PICTORIAL FIT-FRAIL SCALE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Scale (ratio); Medicine; Gerontology; Presentation (obstetrics); Psychology; Cartography","score_opus":0.08297844559947339,"score_gpt":0.41727074134427783,"score_spread":0.33429229574480446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726158894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9625216,0.000048385835,0.0013177715,0.027180605,0.0014680702,0.0009303972,0.000008711257,0.000027614406,0.006496848],"genre_scores_gemma":[0.9954325,0.000035437333,0.001285973,0.0010470656,0.0012832653,0.0000689785,0.0000058170212,0.000013351161,0.00082763727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99789804,0.00015028653,0.0012308153,0.00027419213,0.0002937926,0.00015287759],"domain_scores_gemma":[0.9972201,0.0006405595,0.00063731364,0.0011526898,0.00031318414,0.000036144593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028313515,0.00010331911,0.00034231483,0.00007829345,0.0002856274,0.000051138624,0.00040675077,0.00015081033,0.000024060068],"category_scores_gemma":[0.0025559778,0.0000635002,0.00009115944,0.00039083022,0.0012695121,0.00011285811,0.00025600666,0.000610086,0.0000092194905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009619869,0.00010872114,0.9166859,0.0000297195,0.000021073238,4.2334537e-7,0.00036358903,0.0000012092909,0.00012110657,0.002610476,0.0019827425,0.07797886],"study_design_scores_gemma":[0.0055488176,0.000028891189,0.96587473,0.00017900037,0.000035481193,0.0000063831358,0.00012166486,0.00033010377,0.00022702805,0.0035689562,0.024005467,0.00007349451],"about_ca_topic_score_codex":0.00014843412,"about_ca_topic_score_gemma":0.00014188634,"teacher_disagreement_score":0.077905364,"about_ca_system_score_codex":0.000025662108,"about_ca_system_score_gemma":0.0001268518,"threshold_uncertainty_score":0.46775702},"labels":[],"label_agreement":null},{"id":"W2726340833","doi":"10.1093/geroni/igx004.4137","title":"FRAILTY TRANSITIONS IN COMMUNITY DWELLING OLDER PEOPLE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Gerontology; Medicine; Proportional hazards model; Logistic regression; Older people","score_opus":0.05726273156124981,"score_gpt":0.34656804866796886,"score_spread":0.28930531710671903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2726340833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748785,0.00001613798,0.0039266725,0.013100901,0.0001826094,0.00025892982,0.0000044089484,0.000051732794,0.007580104],"genre_scores_gemma":[0.99753,0.000004189316,0.0012753636,0.0007452477,0.00006729326,0.000027982582,0.00006325145,0.0000165252,0.00027017636],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989826,0.000059852187,0.00044856322,0.00013822412,0.00016678355,0.00020395963],"domain_scores_gemma":[0.9990248,0.00006814651,0.0001348855,0.0006012009,0.00014660803,0.00002432993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073024235,0.00010108545,0.00019470144,0.00046965803,0.00031880272,0.000059907336,0.00017403573,0.00007862347,0.00009015485],"category_scores_gemma":[0.00045509628,0.00011295054,0.000022443774,0.000639256,0.000061122264,0.00030561662,0.00004092152,0.0007442214,0.000021062562],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028864797,0.0003883971,0.9352678,0.00024329519,0.000015820453,0.00003867206,0.032427553,0.00037282537,0.009837611,0.0032810771,0.00047131974,0.017626785],"study_design_scores_gemma":[0.0019662227,0.000019467383,0.98979187,0.0008005709,0.0000058904134,0.000015168016,0.0017092472,0.0025274996,0.001351577,0.0013037759,0.0003891984,0.00011948676],"about_ca_topic_score_codex":0.0016100799,"about_ca_topic_score_gemma":0.0027457436,"teacher_disagreement_score":0.054524116,"about_ca_system_score_codex":0.000119192875,"about_ca_system_score_gemma":0.000057048193,"threshold_uncertainty_score":0.46059895},"labels":[],"label_agreement":null},{"id":"W2727202801","doi":"10.1093/geroni/igx004.1119","title":"MOVE (MOBILIZATION OF VULNERABLE ELDERS) AB INITIATIVE FOR INPATIENTS IN ALBERTA COMMUNITY HOSPITALS","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; University of Calgary","funders":"","keywords":"Psychological intervention; Intervention (counseling); Coaching; Medicine; Community mobilization; Audit; Nursing; Physical therapy; Family medicine; Psychology; Political science; Business","score_opus":0.051890637603609284,"score_gpt":0.34755466342020086,"score_spread":0.29566402581659157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727202801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904716,0.000009217634,0.0018675928,0.0015678244,0.00018135173,0.0007802658,0.00001083505,0.000011615835,0.0050996873],"genre_scores_gemma":[0.998118,0.000005342124,0.00094105786,0.0004112498,0.000025341442,0.00009652425,0.00016132127,0.00001633352,0.00022483898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885225,0.000085479645,0.0006044958,0.00013629768,0.00015862579,0.0001628204],"domain_scores_gemma":[0.9982277,0.00036993768,0.00046041695,0.0004561617,0.00046974194,0.000016042346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008454205,0.000101611564,0.00024072724,0.0004302459,0.00017114096,0.00002504276,0.00016132144,0.000080083584,0.000016236925],"category_scores_gemma":[0.004809946,0.00011003527,0.000020468497,0.0004777599,0.0000794182,0.00042385748,0.00006540033,0.00033746604,0.0000021607425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009031875,0.0003196194,0.9691828,0.00033999712,0.00002209912,0.0000016655846,0.01243435,0.00022436402,0.0035012641,0.003378861,0.00039280337,0.010111868],"study_design_scores_gemma":[0.005779705,0.0002484787,0.94901377,0.0014363048,0.000011335057,0.0000015904602,0.0026030412,0.003317796,0.030637268,0.0065748966,0.000197574,0.00017825597],"about_ca_topic_score_codex":0.003429153,"about_ca_topic_score_gemma":0.0011011527,"teacher_disagreement_score":0.027136005,"about_ca_system_score_codex":0.00013707692,"about_ca_system_score_gemma":0.000076600096,"threshold_uncertainty_score":0.57583016},"labels":[],"label_agreement":null},{"id":"W2727463639","doi":"10.1093/geroni/igx004.1585","title":"IMPACT ON CARDIORESPIRATORY OUTCOMES OF HIGH VS. STANDARD DOSE INFLUENZA VACCINE IN U.S. NURSING HOMES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Cardiorespiratory fitness; Poisson regression; Heart failure; Internal medicine; Myocardial infarction; Atrial fibrillation; Emergency medicine; COPD; Pediatrics","score_opus":0.028110157375220022,"score_gpt":0.377830063877255,"score_spread":0.34971990650203494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727463639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99535954,0.00006797736,0.000062002815,0.0024986668,0.00031030062,0.00032199593,0.000016783548,0.00003614333,0.0013265884],"genre_scores_gemma":[0.9988354,0.000005815234,0.00033541064,0.0006484977,0.00008434015,0.0000122217925,0.000012963656,0.000026386788,0.000038996914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831057,0.000036675523,0.0007516503,0.0002444743,0.00039774086,0.00025888186],"domain_scores_gemma":[0.9985181,0.00009100085,0.00039914445,0.000679733,0.000276138,0.00003590152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006576994,0.00018438515,0.0005775264,0.001071084,0.0000669729,0.000041141255,0.00016577134,0.00009357282,0.000033474662],"category_scores_gemma":[0.0010441168,0.00015725853,0.000055464076,0.0006025976,0.00006734973,0.00029000134,0.000037784932,0.00033017297,0.000005606401],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044314563,0.00008646892,0.9561719,0.000058265963,0.000033844735,0.00003310768,0.00075924606,0.0002977326,0.0012649042,0.000827337,0.0003689702,0.039655127],"study_design_scores_gemma":[0.0059777913,0.00020650665,0.98773813,0.0014557348,0.000012760946,0.0000044989247,0.000088999324,0.00004189189,0.0034832156,0.0006810991,0.00017528753,0.00013407957],"about_ca_topic_score_codex":0.00043662117,"about_ca_topic_score_gemma":0.000032737804,"teacher_disagreement_score":0.039521046,"about_ca_system_score_codex":0.0005148755,"about_ca_system_score_gemma":0.00014949152,"threshold_uncertainty_score":0.64128166},"labels":[],"label_agreement":null},{"id":"W2727662174","doi":"10.1093/geroni/igx004.3267","title":"PREDICTING HOSPITALISATIONS: COMPARING EIGHT RISK SCORES IN CARE-DEPENDENT ELDERLY FROM SIX COUNTRIES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency department; Psychological intervention; Emergency medicine; Area under the curve; Risk assessment; Internal medicine","score_opus":0.025702430562057302,"score_gpt":0.3009682011923544,"score_spread":0.2752657706302971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2727662174","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99396664,0.0002337025,0.0010708822,0.0012557716,0.00055103784,0.00038893308,0.000022298667,0.000081662794,0.0024290443],"genre_scores_gemma":[0.9980836,0.000029269133,0.0011554776,0.0001742225,0.00028440836,0.000048705726,0.0001343772,0.000025295669,0.00006462545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982524,0.000045357192,0.00073171285,0.00033505057,0.00038211406,0.0002533743],"domain_scores_gemma":[0.9984657,0.00017597836,0.0004952459,0.00054585934,0.00028747352,0.000029725952],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004953549,0.00015855159,0.0002944115,0.00049268466,0.00027706692,0.00020769735,0.00021285027,0.000090550646,0.000029681261],"category_scores_gemma":[0.0015353966,0.00017025006,0.000022864659,0.0003230275,0.00009671171,0.0004834492,0.00009069717,0.00043116842,0.000019544023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023841942,0.000026891874,0.9876412,0.00006851736,0.00001878536,0.00002125841,0.006150785,0.00046551545,0.00025887042,0.0006814571,0.000067653455,0.0045752064],"study_design_scores_gemma":[0.0025827237,0.000045083587,0.98510015,0.0014257247,0.000019928171,0.000003353073,0.0018871365,0.0057042213,0.00200203,0.00074744096,0.00031638518,0.00016584648],"about_ca_topic_score_codex":0.008799264,"about_ca_topic_score_gemma":0.00448316,"teacher_disagreement_score":0.005238706,"about_ca_system_score_codex":0.00027478064,"about_ca_system_score_gemma":0.00008379555,"threshold_uncertainty_score":0.99780124},"labels":[],"label_agreement":null},{"id":"W2728402320","doi":"10.1093/geroni/igx004.2698","title":"FRAILTY IN OLDER ADULTS AND CHANGES IN THE PATTERN OF HEALTHCARE USE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Health care; Gerontology; Psychology; Medicine; Political science","score_opus":0.06420064032369051,"score_gpt":0.34900343919559423,"score_spread":0.28480279887190374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728402320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96246004,0.00007265589,0.000030404515,0.03685942,0.00009114307,0.00038064815,0.0000051458455,0.0000073394017,0.000093180155],"genre_scores_gemma":[0.9980579,0.000026167228,0.00008764776,0.0016900704,0.000037652877,0.000031506737,0.00002007689,0.00000863038,0.00004037334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99916494,0.0000404259,0.00033618612,0.0001614164,0.00014902934,0.0001479807],"domain_scores_gemma":[0.9992711,0.0000866834,0.00017784037,0.00034720195,0.00010729047,0.0000098668825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048560766,0.00007746756,0.00015873415,0.00038063878,0.00003541896,0.000029641937,0.000108647095,0.000059213056,0.000008435318],"category_scores_gemma":[0.00043312644,0.00006293374,0.0000066178236,0.0003769838,0.000054847656,0.00016955442,0.0000448018,0.0002492241,0.0000010503333],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016539954,0.000042513282,0.90685076,0.00020419876,0.0000017907857,0.000016802465,0.012134027,8.510488e-7,0.00032593912,0.000118140444,0.000066183355,0.080222264],"study_design_scores_gemma":[0.002032938,0.000030330051,0.99314725,0.0019271638,0.0000014178667,0.0000084256235,0.0016325366,0.00019726776,0.00072867604,0.00007255586,0.00016555547,0.000055871824],"about_ca_topic_score_codex":0.0070781684,"about_ca_topic_score_gemma":0.011730417,"teacher_disagreement_score":0.086296506,"about_ca_system_score_codex":0.000042736894,"about_ca_system_score_gemma":0.000025013635,"threshold_uncertainty_score":0.9995338},"labels":[],"label_agreement":null},{"id":"W2728404809","doi":"10.1007/s00134-017-4867-0","title":"The impact of frailty on intensive care unit outcomes: a systematic review and meta-analysis","year":2017,"lang":"en","type":"review","venue":"Intensive Care Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":862,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; McMaster University; University of Alberta; Kingston General Hospital; Queen's University","funders":"Canadian Institutes of Health Research; Government of Canada; Canadian Frailty Network; Dalhousie University; Nova Scotia Health Research Foundation; Alzheimer Society; H. Lundbeck A/S; Pfizer; Dalhousie Medical Research Foundation; Pfizer Canada; Sanofi; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Medicine; Meta-analysis; Observational study; Intensive care unit; MEDLINE; CINAHL; Emergency medicine; Systematic review; Relative risk; Anesthesiology; Cohort study; Intensive care medicine; Internal medicine; Psychological intervention; Confidence interval","score_opus":0.2722813131764767,"score_gpt":0.48114656352949686,"score_spread":0.20886525035302017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728404809","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000040347322,0.98491776,0.000005379584,0.004682459,0.00026497425,0.008513287,0.00077560294,0.000052219555,0.00078429485],"genre_scores_gemma":[0.000575585,0.98764867,0.000008400618,0.0070942203,0.000107508735,0.0006733744,0.0008480708,0.00013760706,0.0029065688],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99324226,0.0008488176,0.0029862577,0.0010617385,0.0012472072,0.0006137264],"domain_scores_gemma":[0.9541765,0.0035116465,0.00355463,0.0046184426,0.033661824,0.00047698902],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008110067,0.0016284884,0.029943874,0.0008633504,0.00025812635,0.000041323627,0.0010318902,0.0005065975,0.00024737994],"category_scores_gemma":[0.07527886,0.00064062286,0.008532088,0.0009021272,0.0012722195,0.000060815917,0.00031273012,0.0015012776,0.00006295233],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018999006,0.000008013793,0.000026561094,0.68905944,0.29428086,0.00023942097,0.0024871512,1.998762e-7,4.8985957e-8,0.000008620877,0.008084905,0.005785787],"study_design_scores_gemma":[0.0004908673,0.0010213832,0.000042272437,0.27866033,0.67522645,0.00031179722,0.01646186,6.6600205e-7,2.1696668e-7,0.0000032401185,0.02743984,0.0003410885],"about_ca_topic_score_codex":0.0010679155,"about_ca_topic_score_gemma":0.00019573267,"teacher_disagreement_score":0.4103991,"about_ca_system_score_codex":0.00056301645,"about_ca_system_score_gemma":0.0006095041,"threshold_uncertainty_score":0.99964625},"labels":[],"label_agreement":null},{"id":"W2728591104","doi":"10.1093/geroni/igx004.4131","title":"FRAILTY SYNDROME IN OLDER ADULTS WITH AND WITHOUT FEAR OF FALLING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fear of falling; Medicine; Frailty syndrome; Mann–Whitney U test; Gerontology; Frailty Index; Internal medicine; Poison control; Injury prevention; Medical emergency","score_opus":0.026335135682746313,"score_gpt":0.30715424220612747,"score_spread":0.28081910652338116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2728591104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964139,0.000041522555,0.00037038795,0.0015814278,0.00005486262,0.00032413297,0.0000016117312,0.0000198114,0.0011923634],"genre_scores_gemma":[0.9964389,0.000007796638,0.003166581,0.00013635829,0.000020844986,0.000014732036,0.000008822941,0.000016938378,0.0001889822],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999039,0.000011503462,0.00038133506,0.00021202027,0.00019804786,0.00015809383],"domain_scores_gemma":[0.9992385,0.000025180425,0.00023489792,0.00032314725,0.0001564213,0.000021890046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030193708,0.000101357226,0.00023512502,0.00039689802,0.00004843851,0.000027273083,0.000085399675,0.00005991882,0.000013711971],"category_scores_gemma":[0.00025375537,0.000091160626,0.000007987905,0.00036460007,0.000098823395,0.00023662507,0.000041335177,0.00022629103,0.0000019611011],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008065555,0.00004897497,0.98757577,0.00023516681,0.00001006389,0.000043637414,0.0021470464,0.00001946015,0.0010368857,0.00029465352,0.000011298935,0.008496407],"study_design_scores_gemma":[0.0042370143,0.00006722514,0.98895633,0.0037357977,0.000005857588,0.000089452136,0.00043153274,0.0010427642,0.0011944778,0.00011140059,0.000029002762,0.00009913995],"about_ca_topic_score_codex":0.0004599743,"about_ca_topic_score_gemma":0.00019803343,"teacher_disagreement_score":0.008397267,"about_ca_system_score_codex":0.00004186305,"about_ca_system_score_gemma":0.000043079188,"threshold_uncertainty_score":0.37174225},"labels":[],"label_agreement":null},{"id":"W2729047893","doi":"10.1093/geroni/igx004.325","title":"GERIATRIC PROGRAM DEVELOPMENT IN THE FUTURE HOSPITAL","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Staffing; Process (computing); Adaptation (eye); Service (business); Analytics; Informatics; Process management; Computer science; Health informatics; Plan (archaeology); Knowledge management; Engineering management; Data science; Medicine; Nursing; Engineering; Business; Public health; Psychology","score_opus":0.019113546481197268,"score_gpt":0.31452563910389353,"score_spread":0.29541209262269624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729047893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97178805,0.00004657477,0.000053119697,0.02390363,0.0003843854,0.00060237676,2.846734e-7,0.00003827255,0.0031833109],"genre_scores_gemma":[0.99398226,0.00000498501,0.0046382234,0.00068832556,0.0003444959,0.00013041246,0.000020139547,0.0000086197815,0.00018253035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914795,0.000014074498,0.00031815493,0.00014279605,0.00021205592,0.00016494631],"domain_scores_gemma":[0.9994132,0.00001674818,0.0001401043,0.00031653076,0.00010022916,0.000013165758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049611833,0.00007824543,0.00009739393,0.00025786774,0.00011058519,0.00008551569,0.00018450484,0.00004971434,0.000013038838],"category_scores_gemma":[0.00030006055,0.000058348065,0.0000104424125,0.0006082486,0.00002884113,0.00014715361,0.00003923001,0.0002438115,0.00001556328],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008271276,0.00018774613,0.5821922,0.000053496075,0.0000065239415,0.00005848698,0.0050817025,0.0000017682032,0.000130212,0.001392879,0.0018958686,0.40899086],"study_design_scores_gemma":[0.00091016537,0.000032311786,0.94698274,0.00011770496,0.000002067215,0.00001006195,0.0006083147,0.000047962694,0.0002429613,0.00013868875,0.05083083,0.0000762053],"about_ca_topic_score_codex":0.00002692119,"about_ca_topic_score_gemma":0.000035410616,"teacher_disagreement_score":0.40891466,"about_ca_system_score_codex":0.000093219685,"about_ca_system_score_gemma":0.00011000615,"threshold_uncertainty_score":0.2379365},"labels":[],"label_agreement":null},{"id":"W2729080470","doi":"10.1002/bimj.201600184","title":"A comparison of bivariate, multivariate random‐effects, and Poisson correlated gamma‐frailty models to meta‐analyze individual patient data of ordinal scale diagnostic tests","year":2017,"lang":"en","type":"article","venue":"Biometrical Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; University of Calgary; Jewish General Hospital; McGill University","funders":"National Center for Medical Rehabilitation Research; Institute of Neurosciences, Mental Health and Addiction; National Institute of Neurological Disorders and Stroke; Arthritis Society; Fonds de Recherche du Québec - Santé; University of Melbourne; Canadian Institutes of Health Research; European Commission","keywords":"Bivariate analysis; Multivariate statistics; Ordinal data; Ordinal Scale; Statistics; Context (archaeology); Bivariate data; Poisson distribution; Ordinal regression; Correlation; Multivariate analysis; Random effects model; Mathematics; Univariate; Generalization; Sensitivity (control systems); Scale (ratio); Econometrics; Computer science; Meta-analysis; Medicine","score_opus":0.19499375906294344,"score_gpt":0.40629768419288553,"score_spread":0.2113039251299421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729080470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9634066,0.0043958523,0.027984727,0.0017113885,0.0006259702,0.0011836459,0.00052436464,0.00003239453,0.00013503256],"genre_scores_gemma":[0.9849198,0.00016012539,0.014562666,0.00007651835,0.000114781076,0.000011569672,0.00007948747,0.000034805267,0.000040268624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99612117,0.00028947068,0.0013026736,0.0005277587,0.0012678463,0.00049106823],"domain_scores_gemma":[0.9928364,0.00315424,0.0012355876,0.0012258574,0.0005583935,0.0009894877],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001250083,0.00035476728,0.0017691926,0.0016425649,0.000265196,0.000142023,0.00093475136,0.00024638046,0.000053442192],"category_scores_gemma":[0.019673452,0.00025801567,0.00024585635,0.0014284741,0.00027250964,0.00044003467,0.0009303384,0.0006453984,0.000010288352],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009076767,0.011109996,0.57777095,0.0014247155,0.025338016,0.0009051557,0.005249396,0.0011397506,0.046109203,0.00009593742,0.026218196,0.29556194],"study_design_scores_gemma":[0.027273221,0.005440117,0.8971116,0.0014499445,0.015545296,0.0008437971,0.00019105322,0.0399806,0.010289672,0.00043480867,0.00073812885,0.0007017545],"about_ca_topic_score_codex":0.0006158677,"about_ca_topic_score_gemma":0.000025348485,"teacher_disagreement_score":0.31934068,"about_ca_system_score_codex":0.000075633434,"about_ca_system_score_gemma":0.00019104751,"threshold_uncertainty_score":0.9999872},"labels":[],"label_agreement":null},{"id":"W2729569525","doi":"10.1093/geroni/igx004.2523","title":"A STANDARD OF CARE FOR MOBILIZATION: STEPPING INTO THE FUTURE OF SENIOR-FRIENDLY CARE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Stroke Network; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Documentation; Mobilization; Psychological intervention; Standard of care; Medicine; Health care; Accountability; Activities of daily living; Nursing; Physical therapy; Political science; Computer science; Surgery","score_opus":0.015091779878035934,"score_gpt":0.3244238670534837,"score_spread":0.30933208717544775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729569525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852762,0.0011443332,0.006582708,0.004088099,0.0005731741,0.001028167,0.00003800119,0.0000253033,0.0012439893],"genre_scores_gemma":[0.99514955,0.000013761747,0.004350545,0.000092573435,0.00021106553,0.000042314416,0.000067667635,0.0000146556085,0.000057853944],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99904877,0.000015080417,0.00044872068,0.00014385156,0.00023737107,0.00010623239],"domain_scores_gemma":[0.99751425,0.000051164745,0.00038460325,0.00047996553,0.0015587518,0.000011281421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017665609,0.000083863386,0.00021973705,0.00018469272,0.00014983607,0.000020839892,0.00015689632,0.00006121881,0.000007708984],"category_scores_gemma":[0.00038046204,0.00006664393,0.000033400567,0.00037390276,0.0000909263,0.00013234526,0.000048817667,0.000112199355,2.3748349e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005709262,0.000046246703,0.3317883,0.00674965,0.0000887927,0.0000063386988,0.2240059,0.0005097729,0.024847766,0.01974425,0.0013205309,0.39032152],"study_design_scores_gemma":[0.012716323,0.0013421002,0.17044577,0.0068297507,0.00014811639,0.000017499526,0.5433822,0.00095413154,0.16781296,0.0018360112,0.093986005,0.0005291184],"about_ca_topic_score_codex":0.00007856484,"about_ca_topic_score_gemma":0.0003671145,"teacher_disagreement_score":0.3897924,"about_ca_system_score_codex":0.00011476076,"about_ca_system_score_gemma":0.00013821392,"threshold_uncertainty_score":0.27176607},"labels":[],"label_agreement":null},{"id":"W2729638176","doi":"10.1093/geroni/igx004.2169","title":"FRAILTY AND USE OF HEALTH SERVICES IN INJURED SENIORS: A POPULATION-BASED STUDY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de Santé Publique du Québec; Université Laval; Quebec Network for Research on Aging","funders":"","keywords":"Medicine; Poisson regression; Gerontology; Population; Emergency department; Cohort; Cohort study; Confounding; Environmental health; Psychiatry; Internal medicine","score_opus":0.05761716161742419,"score_gpt":0.36918625797913834,"score_spread":0.31156909636171415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729638176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960872,0.000016623446,0.00007272424,0.0031186435,0.00007561752,0.0005766023,0.000004654545,0.000020843247,0.000027079228],"genre_scores_gemma":[0.99801224,0.0000010753636,0.0012726922,0.0005934479,0.000021626023,0.000016306183,0.000042375163,0.000011117973,0.000029111647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876815,0.00005767581,0.0006557119,0.00018915026,0.00019918273,0.00013014836],"domain_scores_gemma":[0.99897546,0.0000667362,0.0004355624,0.00036661493,0.00013674228,0.000018865961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006231498,0.00008788647,0.0002560989,0.0005633459,0.00007452258,0.000046551286,0.00006921363,0.000040474897,0.0000066605994],"category_scores_gemma":[0.0002832339,0.000089063964,0.000008608803,0.00048090698,0.00002071161,0.00029775358,0.00003680792,0.00014374321,6.31863e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003064692,0.00015249729,0.98299533,0.00022275776,0.000005988825,0.000004598668,0.0029140776,0.000056490073,0.00034086147,0.000067009154,0.000008557731,0.013201166],"study_design_scores_gemma":[0.0023667484,0.000083871244,0.9935959,0.0008806463,0.0000033707927,9.3530355e-7,0.00077576615,0.001958872,0.000121035235,0.00010811412,0.000041625266,0.00006313631],"about_ca_topic_score_codex":0.011635415,"about_ca_topic_score_gemma":0.0029928756,"teacher_disagreement_score":0.01313803,"about_ca_system_score_codex":0.00008885059,"about_ca_system_score_gemma":0.00007361009,"threshold_uncertainty_score":0.9949462},"labels":[],"label_agreement":null},{"id":"W2729758763","doi":"10.1136/jech-2016-208853","title":"Assessing the measurement properties of a Frailty Index across the age spectrum in the Canadian Longitudinal Study on Aging","year":2017,"lang":"en","type":"article","venue":"Journal of Epidemiology & Community Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; McMaster University; Impact","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gerontology; Construct validity; Frailty Index; Vulnerability (computing); Longitudinal study; Demography; Construct (python library); External validity; Clinical psychology; Psychometrics; Psychology; Pathology","score_opus":0.595052496291086,"score_gpt":0.5080441488558266,"score_spread":0.08700834743525943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2729758763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79987556,0.000812954,0.000037785107,0.19791372,0.00023767036,0.000630188,0.0000020115692,0.000003460347,0.00048667603],"genre_scores_gemma":[0.98972565,0.000092569106,0.00005527349,0.009898027,0.00019701512,0.000009585793,6.1356286e-7,0.000013554261,0.00000770928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9880403,0.0091601405,0.0013685182,0.0001444393,0.0005905487,0.000696031],"domain_scores_gemma":[0.9932579,0.0022791561,0.0017938055,0.002192357,0.00028983157,0.0001869518],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.06504362,0.00020056913,0.0009375838,0.00013126445,0.003504444,0.00008925596,0.0017577085,0.0001026324,0.00000432593],"category_scores_gemma":[0.0167494,0.000085997715,0.00016292743,0.00012866668,0.0008878361,0.00016987865,0.00018707669,0.0046566445,0.0000014210216],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011906401,0.0004851404,0.96671855,0.00008105278,0.00015091566,0.000048608563,0.028502038,0.00010187958,0.00001320395,0.00007555322,0.00085391867,0.0028500585],"study_design_scores_gemma":[0.001129054,0.0012809676,0.96547955,0.0013160487,0.00004000742,0.00020008806,0.029093884,0.00006872008,0.000010524106,0.00066973857,0.0006495251,0.000061861036],"about_ca_topic_score_codex":0.64409274,"about_ca_topic_score_gemma":0.9491062,"teacher_disagreement_score":0.3050135,"about_ca_system_score_codex":0.0011163714,"about_ca_system_score_gemma":0.0018638235,"threshold_uncertainty_score":0.99779284},"labels":[],"label_agreement":null},{"id":"W2730167731","doi":"10.1093/geroni/igx004.3513","title":"THE ASSOCIATION BETWEEN FRAILTY INDEX AND THE METABOLIC SYNDROME OVER THE LIFESPAN","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority; Dalhousie University","funders":"","keywords":"Metabolic syndrome; Medicine; National Health and Nutrition Examination Survey; Demography; Diabetes mellitus; Gerontology; Risk of mortality; Population; Frailty Index; Internal medicine; Obesity; Endocrinology; Environmental health","score_opus":0.02986814264069252,"score_gpt":0.3155957882911774,"score_spread":0.28572764565048486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730167731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9280738,0.00022291116,0.000121713965,0.068275854,0.00029348783,0.00044546335,0.0000036826857,0.000027582697,0.002535472],"genre_scores_gemma":[0.99660826,0.000061720275,0.000021363228,0.0014060976,0.0002878765,0.00004510193,0.0000077589275,0.00001382276,0.0015479889],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99871874,0.000109090004,0.00040075337,0.00015440203,0.00040337275,0.00021366979],"domain_scores_gemma":[0.99793434,0.0008002253,0.00047888697,0.0005912067,0.00017746542,0.000017894072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025557075,0.00010547714,0.00020477206,0.000100906385,0.0008152525,0.00028809177,0.0002777885,0.00008050573,0.000010251517],"category_scores_gemma":[0.0032083332,0.000052287094,0.000028683067,0.00040363328,0.00021395629,0.00020981554,0.00012782354,0.00048005307,0.000010128005],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017404758,0.000006153107,0.9718018,0.0000074506756,0.00009673176,0.0000023196176,0.0011017137,0.000002466494,0.000049901188,0.010921206,0.0007534452,0.015239387],"study_design_scores_gemma":[0.0021087057,0.000007345978,0.9724887,0.000068608,0.000043741416,0.000010065957,0.00016679283,0.0003051607,0.00007099449,0.003149639,0.021518108,0.000062119885],"about_ca_topic_score_codex":0.00045876933,"about_ca_topic_score_gemma":0.000107581654,"teacher_disagreement_score":0.06853444,"about_ca_system_score_codex":0.00008673558,"about_ca_system_score_gemma":0.0000511893,"threshold_uncertainty_score":0.62703454},"labels":[],"label_agreement":null},{"id":"W2731254727","doi":"10.1186/s13643-017-0522-7","title":"Management of frailty: a protocol of a network meta-analysis of randomized controlled trials","year":2017,"lang":"en","type":"article","venue":"Systematic Reviews","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; McMaster University; Impact; St. Peter's Hospital","funders":"","keywords":"Medicine; CINAHL; Psychological intervention; MEDLINE; Psychosocial; Randomized controlled trial; Meta-analysis; Systematic review; Physical therapy; Quality of life (healthcare); Gerontology; Psychiatry; Internal medicine","score_opus":0.28029591342203536,"score_gpt":0.4564444423269298,"score_spread":0.17614852890489446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731254727","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000067791676,0.015112961,0.003971711,0.00031379587,0.00009755388,0.96956736,0.000016701728,0.000012584681,0.010839519],"genre_scores_gemma":[0.036253598,0.0005578357,0.010542154,0.000047167472,0.000058264595,0.94617087,0.000007729406,0.000027485776,0.0063349125],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9764665,0.008837177,0.013182051,0.00030480282,0.0010001132,0.00020940784],"domain_scores_gemma":[0.96856624,0.0044368953,0.023383707,0.0030526598,0.00047675965,0.00008376432],"candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.07513541,0.00036777076,0.065662146,0.00027389525,0.000045414927,0.000022725215,0.0005071385,0.00009378615,0.0008176175],"category_scores_gemma":[0.030350838,0.00015659307,0.018171811,0.00037916255,0.00017960882,0.00005791309,0.00009391308,0.00008091206,0.00001692239],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015984224,0.00016796813,0.000022857488,0.37632158,0.60508096,0.0000062485283,0.00018825544,0.000026830254,0.000028383636,0.0012315869,0.00075637165,0.00018474713],"study_design_scores_gemma":[0.18829076,0.00008662328,0.000026969257,0.019616887,0.790359,0.0000021754038,0.000038569397,0.0007492469,0.00005705351,0.00017592432,0.0004984038,0.00009839497],"about_ca_topic_score_codex":0.000048365753,"about_ca_topic_score_gemma":0.000009171914,"teacher_disagreement_score":0.35670468,"about_ca_system_score_codex":0.00002256009,"about_ca_system_score_gemma":0.00004186075,"threshold_uncertainty_score":0.99166095},"labels":[],"label_agreement":null},{"id":"W2731609119","doi":"10.1093/geroni/igx004.878","title":"FRAILTY PREVENTION IN AT-RISK OLDER ADULTS IN THE PRIMARY CARE AND COMMUNITY SETTING","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Coaching; Health coaching; Medicine; Psychological intervention; Gerontology; Intervention (counseling); Primary care; Family medicine; Physical therapy; Nursing; Psychology","score_opus":0.02991742425618081,"score_gpt":0.3223444926237911,"score_spread":0.2924270683676103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731609119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934993,0.00014057817,0.000047796275,0.0016347119,0.00008370783,0.00058381696,0.000005107982,0.000020028643,0.003984999],"genre_scores_gemma":[0.99849516,0.000024269528,0.0006796529,0.00048800334,0.000046799814,0.000047633494,0.00012772655,0.000012277461,0.00007846483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987017,0.00028636138,0.0004596441,0.00016993034,0.00020148873,0.00018088221],"domain_scores_gemma":[0.998846,0.00020453619,0.00027956004,0.000545429,0.00011143088,0.000013067421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016791897,0.00010834122,0.00016578774,0.00031066567,0.00034299417,0.000053361022,0.00018298111,0.00008342378,0.000007891211],"category_scores_gemma":[0.0009613599,0.00009521248,0.000015257412,0.0004038736,0.00007211513,0.00026476578,0.00015725924,0.0009477377,0.0000026794696],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003799084,0.000080861486,0.8574992,0.00031893663,0.000003329758,0.000012331458,0.037595183,0.000007310968,0.0002679416,0.000039890558,0.000069664165,0.10406737],"study_design_scores_gemma":[0.003248328,0.000043413565,0.98496664,0.002425745,0.0000055405026,0.000013672254,0.00827816,0.00024988202,0.00022928044,0.00030756602,0.00014141448,0.000090371745],"about_ca_topic_score_codex":0.0020589316,"about_ca_topic_score_gemma":0.0039303317,"teacher_disagreement_score":0.12746744,"about_ca_system_score_codex":0.0002715619,"about_ca_system_score_gemma":0.00004598632,"threshold_uncertainty_score":0.41175014},"labels":[],"label_agreement":null},{"id":"W2732021897","doi":"10.1093/geroni/igx004.3306","title":"OPPORTUNITIES AND CHALLENGES IN IMPLEMENTATION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Suite; Identification (biology); Process management; Presentation (obstetrics); Redundancy (engineering); Nursing; Medicine; Risk analysis (engineering); Computer science; Business; Political science","score_opus":0.252350386111923,"score_gpt":0.39986438064514834,"score_spread":0.14751399453322533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732021897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94155157,0.00025788497,0.000020108471,0.051132884,0.00008521233,0.00014117039,0.000001091879,0.000015571588,0.0067945137],"genre_scores_gemma":[0.9982766,0.00091344304,0.0003128896,0.0002770439,0.000045108507,0.000017869275,0.000015545247,0.0000060378907,0.00013545412],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99948156,0.000009929642,0.0002276596,0.00010369194,0.000085439526,0.000091732305],"domain_scores_gemma":[0.99966127,0.000018562432,0.000097529904,0.00015314105,0.00005863285,0.000010871526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003344922,0.00004782707,0.00008308762,0.0003211046,0.000046052963,0.000030208625,0.000036420253,0.000024187815,0.000026548865],"category_scores_gemma":[0.00011376585,0.00005101869,0.0000037078526,0.00007688772,0.000033963795,0.00023460429,0.000029505896,0.00007506311,0.0000014650344],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009336416,0.000019118015,0.40402415,0.00013597781,0.000004845332,0.000038925376,0.0036512783,7.352709e-7,0.0011636672,0.023109652,0.000119503515,0.5677228],"study_design_scores_gemma":[0.0013159949,0.000021760525,0.98609895,0.00021562763,0.0000020191555,0.000013242474,0.005752835,0.00008608389,0.0007735554,0.0011810837,0.004482371,0.00005646133],"about_ca_topic_score_codex":0.00017721305,"about_ca_topic_score_gemma":0.00035971325,"teacher_disagreement_score":0.5820748,"about_ca_system_score_codex":0.000041280404,"about_ca_system_score_gemma":0.00002688092,"threshold_uncertainty_score":0.2080482},"labels":[],"label_agreement":null},{"id":"W2732227895","doi":"10.1093/geroni/igx004.2314","title":"SUSTAINABILITY AND SPREAD OF MOVE ON: A MOBILIZATION INITIATIVE TWO YEARS AFTER IMPLEMENTATION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; Ontario Stroke Network; University of Toronto","funders":"","keywords":"Mobilization; Sustainability; Resource mobilization; Documentation; Business; Intervention (counseling); Medicine; Operations management; Nursing; Political science; Economics; Social movement","score_opus":0.029944517398905066,"score_gpt":0.38312337433638943,"score_spread":0.35317885693748435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732227895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996063,0.000008998863,0.00061399007,0.0020536778,0.000059399546,0.00044774974,0.0000070083133,0.000012547157,0.0007336435],"genre_scores_gemma":[0.9991151,0.0000030712492,0.0003879972,0.0003370847,0.000034116038,0.000050719453,0.000029300068,0.000008094115,0.000034489378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999249,0.00002475682,0.000325393,0.00015693974,0.00014655123,0.00009738289],"domain_scores_gemma":[0.9990938,0.00004483952,0.00022168487,0.00024331632,0.0003827405,0.00001363575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032596753,0.0000650799,0.000117080825,0.00025309203,0.000037075984,0.000024492923,0.00003835598,0.000028259348,0.000038364957],"category_scores_gemma":[0.0005336086,0.000069455244,0.000010125826,0.00023689304,0.00008225636,0.00024749414,0.000037589343,0.00008904905,0.0000011671939],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090018344,0.000054054315,0.9276239,0.00010616078,0.000011285948,0.000012222539,0.0047058226,0.000026512907,0.000949687,0.0033759684,0.00004197897,0.063002385],"study_design_scores_gemma":[0.0019042352,0.00006596428,0.9874132,0.0001472843,0.000007180111,0.0000022930667,0.0017047261,0.00031079244,0.004355404,0.0039436556,0.00008782245,0.000057391342],"about_ca_topic_score_codex":0.00026947464,"about_ca_topic_score_gemma":0.00007127526,"teacher_disagreement_score":0.06294499,"about_ca_system_score_codex":0.00014201838,"about_ca_system_score_gemma":0.00006843746,"threshold_uncertainty_score":0.28323027},"labels":[],"label_agreement":null},{"id":"W2732506106","doi":"10.1093/geroni/igx004.4140","title":"THE ASSOCIATION BETWEEN FRAILTY AND SLEEP QUALITY IN OLDER ADULTS LIVING IN SELF-PAID CARE HOMES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pittsburgh Sleep Quality Index; Gerontology; Activities of daily living; Geriatric Depression Scale; Sleep quality; Sleep (system call); Depression (economics); Association (psychology); Barthel index; Correlation; Medicine; Psychology; Insomnia; Physical therapy; Depressive symptoms; Psychiatry; Cognition","score_opus":0.024212306689980163,"score_gpt":0.33055481626974836,"score_spread":0.3063425095797682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732506106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99296415,0.00023941431,0.000028855779,0.004753431,0.00018233364,0.00043251898,0.000004569994,0.000046403733,0.0013483416],"genre_scores_gemma":[0.99918014,0.00004016769,0.00025685542,0.00018487286,0.00014181562,0.0000382387,0.0000265686,0.000015738417,0.00011558291],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828345,0.00012550976,0.00069399906,0.00027592288,0.0003330938,0.00028803787],"domain_scores_gemma":[0.9982412,0.00064697606,0.000446925,0.00037949093,0.00026103525,0.000024409195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001953452,0.0001289911,0.00025883853,0.0003416674,0.00020186338,0.0001299505,0.00015161716,0.00014333695,0.0000047227204],"category_scores_gemma":[0.0038746803,0.00011650015,0.00001794172,0.000539464,0.00003730647,0.00035092092,0.000106372776,0.0004622356,0.0000037978248],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001005025,0.00002695654,0.9449836,0.0001447172,0.000014732051,0.0000042369516,0.01429739,0.0000026317277,0.00004808709,0.00019011875,0.000048527912,0.04022893],"study_design_scores_gemma":[0.0018751483,0.0000149216285,0.9927069,0.0012511936,0.000007781417,8.4743573e-7,0.0032551775,0.0002126191,0.00017844858,0.00015646809,0.00021705052,0.00012343236],"about_ca_topic_score_codex":0.0014748601,"about_ca_topic_score_gemma":0.0030096776,"teacher_disagreement_score":0.04772329,"about_ca_system_score_codex":0.00063689565,"about_ca_system_score_gemma":0.000059287067,"threshold_uncertainty_score":0.47507384},"labels":[],"label_agreement":null},{"id":"W2732811000","doi":"10.1016/j.jsha.2017.06.011","title":"Prevalence of the frailty among Saudi patients referred for myocardial perfusion imaging: A cross sectional study","year":2017,"lang":"en","type":"article","venue":"Journal of the Saudi Heart Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cross-sectional study; Myocardial perfusion imaging; Perfusion; Cardiology; Internal medicine; Emergency medicine; Pathology","score_opus":0.027311691311908862,"score_gpt":0.3282639255119184,"score_spread":0.30095223420000955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2732811000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920765,0.000034776956,0.000014814427,0.0034494246,0.0032839312,0.0009385208,0.000047241585,0.0000067015703,0.00014805241],"genre_scores_gemma":[0.9968242,0.000009676648,0.00008764915,0.00012696469,0.0006899959,0.000010059217,0.0000015435223,0.000017342005,0.0022325588],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974622,0.00022521765,0.00066367065,0.00015473443,0.0012854747,0.00020867998],"domain_scores_gemma":[0.99558663,0.00027199133,0.0021103711,0.00050985476,0.0014570261,0.00006413653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018624441,0.00012793324,0.00032943924,0.000050435076,0.0007031671,0.000084426654,0.0004028733,0.000106577136,0.000017581877],"category_scores_gemma":[0.008219982,0.00007722918,0.0005139037,0.00007365479,0.00009030727,0.00033933873,0.0001702313,0.00042737668,0.0000022160461],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022949772,0.00035177555,0.98910004,0.000057484467,0.00012342934,3.720435e-7,0.00058127823,0.00003350121,0.001079998,7.9111487e-7,0.008161029,0.00028077618],"study_design_scores_gemma":[0.0040951804,0.00032906147,0.9934067,0.0002549045,0.0002450568,0.000010474872,0.000050458148,0.00016564576,0.00072841044,0.00009398799,0.00054920645,0.000070928654],"about_ca_topic_score_codex":0.00007329174,"about_ca_topic_score_gemma":0.00003596853,"teacher_disagreement_score":0.007611823,"about_ca_system_score_codex":0.0006622236,"about_ca_system_score_gemma":0.00017787771,"threshold_uncertainty_score":0.9840679},"labels":[],"label_agreement":null},{"id":"W2733167474","doi":"10.1093/geroni/igx004.3792","title":"A TRANSLATIONAL MODEL TO UNDERSTAND THE IMPACT OF POLYPHARMACY ON ADVERSE GERIATRIC OUTCOMES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Polypharmacy; Deprescribing; Medicine; Adverse effect; Regimen; Pharmacology; Internal medicine","score_opus":0.08562774108963694,"score_gpt":0.4047014205477491,"score_spread":0.31907367945811216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733167474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97668713,0.0000057975344,0.0049269944,0.014361477,0.00008320165,0.0003405388,0.000014146118,0.00001537506,0.0035653561],"genre_scores_gemma":[0.99834394,0.0000015533228,0.0006796558,0.00058203976,0.000042899614,0.000006326223,0.000008367952,0.000010692777,0.00032454103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918056,0.000011653211,0.00032382808,0.000121365294,0.00023665259,0.00012594153],"domain_scores_gemma":[0.9993129,0.00006980855,0.00015856362,0.00031037812,0.00012440333,0.000023974884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027636404,0.000089044224,0.00014309672,0.00037285805,0.00009515204,0.000017030203,0.0001245837,0.000026884554,0.00004367768],"category_scores_gemma":[0.00025190026,0.00006097967,0.000050496332,0.00039148354,0.00003884612,0.00013777752,0.000017910032,0.00013750332,0.0000068216964],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046178984,0.0002227596,0.86800957,0.00006405839,0.0001378589,0.000011982326,0.009538831,0.07945879,0.012924186,0.011513871,0.0020765404,0.015579744],"study_design_scores_gemma":[0.002201471,0.000042103802,0.9671931,0.00009058943,0.00001108981,0.0000034307482,0.00016820926,0.027923008,0.0006292757,0.00165321,0.000012599457,0.0000719074],"about_ca_topic_score_codex":0.00026871174,"about_ca_topic_score_gemma":0.000010696242,"teacher_disagreement_score":0.099183515,"about_ca_system_score_codex":0.00011323785,"about_ca_system_score_gemma":0.00013417406,"threshold_uncertainty_score":0.24866788},"labels":[],"label_agreement":null},{"id":"W2733209897","doi":"10.1164/rccm.201612-2538ed","title":"Is This Intensive Care Unit Patient Frail? Unraveling the Complex Interplay between Frailty and Critical Illness","year":2017,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Alberta","funders":"","keywords":"Medicine; Critical illness; Intensive care unit; Intensive care medicine; MEDLINE; Severity of illness; Intensive care; Critically ill; Psychiatry","score_opus":0.06678600147284756,"score_gpt":0.38208561754530346,"score_spread":0.3152996160724559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733209897","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.117807865,0.018715316,0.00031305265,0.86004776,0.0012014279,0.0004692855,0.0003440241,0.00003271486,0.0010685424],"genre_scores_gemma":[0.5761238,0.000094448566,0.00012673158,0.41893664,0.004578802,0.000007446396,0.000037571608,0.00006416395,0.000030438367],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99518704,0.00061446225,0.0013278131,0.0006600306,0.0014747457,0.0007358805],"domain_scores_gemma":[0.9877655,0.0037969083,0.0006288844,0.00089345593,0.0061586867,0.00075656915],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00047183805,0.00072435284,0.00227451,0.00038997325,0.00061381405,0.000110983616,0.0005690575,0.0005180866,0.000385485],"category_scores_gemma":[0.011124023,0.0004477535,0.00029612822,0.00019426033,0.0100431945,0.00016551948,0.00029731359,0.005351391,0.0000073095084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005523644,0.000030297439,0.0236742,0.0031486752,0.0006712406,0.009836118,0.05820775,1.2991501e-7,0.00012791764,0.000067410234,0.62572634,0.27795756],"study_design_scores_gemma":[0.0020279912,0.014385425,0.008761092,0.007516936,0.0026432627,0.0023720067,0.13031995,0.000003926137,0.00015369775,0.0001529738,0.83099383,0.0006688898],"about_ca_topic_score_codex":0.00016098743,"about_ca_topic_score_gemma":0.0000085363245,"teacher_disagreement_score":0.45831588,"about_ca_system_score_codex":0.00016281937,"about_ca_system_score_gemma":0.00039661,"threshold_uncertainty_score":0.9997974},"labels":[],"label_agreement":null},{"id":"W2733389540","doi":"10.1093/geroni/igx004.4834","title":"USING A FRAILTY INDEX BASED ON DEFICIT ACCUMULATION","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Index (typography); Gerontology; Metric (unit); Operationalization; Psychological resilience; Resilience (materials science); Population; Medicine; Population ageing; Psychology; Environmental health; Computer science; Engineering","score_opus":0.1691921825987,"score_gpt":0.4116200421515881,"score_spread":0.2424278595528881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733389540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9630445,0.0000035602525,0.027083026,0.0028443933,0.00025123544,0.00025885698,0.000001988402,0.000059691247,0.006452707],"genre_scores_gemma":[0.9947022,2.9821044e-7,0.0036891233,0.0012717998,0.00013923956,0.000009281101,0.000029122999,0.000020773405,0.00013814066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891174,0.00001908066,0.0003747697,0.00022001128,0.00029594614,0.00017848102],"domain_scores_gemma":[0.9989167,0.000058533624,0.00026635695,0.00052871736,0.00020675709,0.000022977536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037215737,0.00011137772,0.00015094876,0.0005762493,0.00018605686,0.00008605442,0.00010782498,0.00008892569,0.000064666405],"category_scores_gemma":[0.0010189598,0.00011635388,0.000022028053,0.0004595469,0.000040834544,0.00024963796,0.000030528925,0.00025103724,0.00001819299],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069131085,0.00006964425,0.9636697,0.00005238994,0.000006463951,0.00002204388,0.00019707876,0.008169857,0.009244415,0.0011838517,0.00008640222,0.017228976],"study_design_scores_gemma":[0.0017813735,0.000024269839,0.7224243,0.0005066374,0.0000057669445,0.000004689758,0.00003195355,0.2726252,0.0017530292,0.00037068746,0.00037109386,0.000100957936],"about_ca_topic_score_codex":0.00024642659,"about_ca_topic_score_gemma":0.000024600544,"teacher_disagreement_score":0.26445535,"about_ca_system_score_codex":0.00020941543,"about_ca_system_score_gemma":0.00009788457,"threshold_uncertainty_score":0.47447732},"labels":[],"label_agreement":null},{"id":"W2733596780","doi":"10.1093/geroni/igx004.5132","title":"FRAILTY IN THE NORTH WEST ADELAIDE HEALTH STUDY USING THE FRAILTY PHENOTYPE AND INDEX APPROACHES","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Medicine; Gerontology; Demography; Cohort; Index (typography); Internal medicine","score_opus":0.1793963520189421,"score_gpt":0.37302698276079876,"score_spread":0.19363063074185666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733596780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9807502,0.00009567679,0.00070854265,0.016523391,0.0001353213,0.0010632403,0.0000030084498,0.000023132556,0.00069749553],"genre_scores_gemma":[0.9973555,0.000006123393,0.00037502745,0.0019826393,0.00016200473,0.00004055743,0.000013172773,0.00001884892,0.000046102516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834645,0.00014366508,0.0005670178,0.00029813912,0.00036582438,0.00027890276],"domain_scores_gemma":[0.99865425,0.00012458084,0.00035624692,0.000750479,0.00008842776,0.000026045487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016046773,0.00015757812,0.0002449622,0.0002638732,0.0004730342,0.00015004317,0.00031516323,0.000052105665,0.000008163825],"category_scores_gemma":[0.0005150774,0.000102499915,0.000015023063,0.00078109297,0.00015320309,0.0002618616,0.00012825806,0.0006450584,0.0000024955004],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022779066,0.00015422575,0.96036434,0.000043738313,0.000014456337,0.000012197037,0.018135251,0.00013299864,0.00002586821,0.00043483084,0.00007337271,0.020585964],"study_design_scores_gemma":[0.0015195356,0.0000697996,0.9842856,0.00015818788,0.000008651687,0.000017940794,0.008808695,0.0044305734,0.00000808225,0.00026330535,0.00032993508,0.000099725985],"about_ca_topic_score_codex":0.0034683985,"about_ca_topic_score_gemma":0.006094476,"teacher_disagreement_score":0.02392125,"about_ca_system_score_codex":0.0001283029,"about_ca_system_score_gemma":0.0001521535,"threshold_uncertainty_score":0.5243204},"labels":[],"label_agreement":null},{"id":"W2733636128","doi":"10.1093/geroni/igx004.087","title":"EVIDENCE FOR THE LATENT FACTOR STRUCTURE OF FRAILTY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Structural equation modeling; Gerontology; Dementia; Successful aging; Scale (ratio); Frailty Index; Psychology; Social support; Medicine; Computer science; Social psychology","score_opus":0.16239559454871155,"score_gpt":0.3954703961121436,"score_spread":0.23307480156343202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733636128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985058,0.000108801265,0.002905642,0.011037795,0.0003507662,0.00043426262,0.000014790982,0.000013675892,0.00007624221],"genre_scores_gemma":[0.99820626,0.000010294353,0.001029959,0.000346696,0.00011697412,0.000010456939,0.000006018967,0.000008097862,0.00026524963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99933505,0.0000065050904,0.0002849364,0.00011289883,0.00015802414,0.000102592974],"domain_scores_gemma":[0.99882835,0.000212425,0.00024309137,0.00042809613,0.00027848122,0.000009548148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015906196,0.000061901366,0.0001132337,0.00009491236,0.000099033256,0.000027156739,0.00016922598,0.000042167856,0.000056160967],"category_scores_gemma":[0.0021338824,0.000042378313,0.00002093647,0.00016510698,0.00006386895,0.00015706448,0.000038641956,0.00013031469,0.0000012420961],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072393195,0.00001853996,0.7064352,0.00023382141,0.000033910863,0.0000021547105,0.001367923,0.000067877576,0.2225817,0.0027701615,0.0009320215,0.06548426],"study_design_scores_gemma":[0.0007326736,0.000029962675,0.9575698,0.00064917124,0.000009988246,0.0000034852465,0.000043911452,0.0010988406,0.03831713,0.0008601087,0.00063529756,0.000049644234],"about_ca_topic_score_codex":0.0001073913,"about_ca_topic_score_gemma":0.000039160244,"teacher_disagreement_score":0.25113457,"about_ca_system_score_codex":0.000041965293,"about_ca_system_score_gemma":0.000049050657,"threshold_uncertainty_score":0.25546107},"labels":[],"label_agreement":null},{"id":"W2735062861","doi":"10.1093/ageing/afx110.36","title":"36COGNITIVE IMPAIRMENT AND OUTCOMES IN OLDER UNSELECTED ACUTE SURGICAL ADMISSIONS: A MULTICENTRE STUDY","year":2017,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cognitive impairment; Pediatrics; Emergency medicine; Intensive care medicine; Internal medicine; Disease","score_opus":0.017440841823491645,"score_gpt":0.32613218324949317,"score_spread":0.3086913414260015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2735062861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99737144,0.00016862227,0.0000030554968,0.0012026506,0.00004118414,0.000799117,0.000004273199,0.00003047422,0.0003792148],"genre_scores_gemma":[0.99786776,0.00012859925,0.00013058491,0.00017653538,0.00003400211,0.000023766259,0.000007639847,0.000012136896,0.001618963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991351,0.00004665726,0.00017598833,0.0002711204,0.00014205492,0.00022911787],"domain_scores_gemma":[0.9993532,0.0001354374,0.000059855964,0.00021245249,0.000033211672,0.00020586625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001070092,0.00014081357,0.0003038087,0.00006576455,0.00019969637,0.00007568004,0.00005499016,0.000052655443,0.0000473189],"category_scores_gemma":[0.00034604646,0.00010249705,0.000029408531,0.000040042763,0.000047774778,0.00012333163,0.00011119681,0.00018848797,0.0000039744173],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002116544,0.0010152861,0.83095914,0.000052246236,0.00023407723,0.11864706,0.010561441,8.713343e-8,0.00031695835,0.000004119951,0.0001054221,0.037892513],"study_design_scores_gemma":[0.009237893,0.00033073104,0.98771185,0.0003562583,0.00014075433,0.000088392706,0.0016414357,0.00011067427,0.00006927892,0.000020459966,0.00017288968,0.00011940585],"about_ca_topic_score_codex":0.0003206725,"about_ca_topic_score_gemma":0.0003948669,"teacher_disagreement_score":0.15675269,"about_ca_system_score_codex":0.000019173833,"about_ca_system_score_gemma":0.00002442821,"threshold_uncertainty_score":0.41797084},"labels":[],"label_agreement":null},{"id":"W2736125376","doi":"10.1016/j.spinee.2017.07.003","title":"Frailty and sarcopenia do not predict adverse events in an elderly population undergoing non-complex primary elective surgery for degenerative conditions of the lumbar spine","year":2017,"lang":"en","type":"article","venue":"The Spine Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; Centre Hospitalier Universitaire de Sherbrooke; Spinal Cord Injury BC; University of British Columbia; Université Laval","funders":"","keywords":"Medicine; Sarcopenia; Interquartile range; Perioperative; Confounding; Context (archaeology); Population; Lumbar; Adverse effect; Surgery; Internal medicine","score_opus":0.047764288145194865,"score_gpt":0.33457077263514406,"score_spread":0.2868064844899492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736125376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99287176,0.00005708745,0.0013597354,0.0042820615,0.00028137935,0.0009404538,0.000045108853,0.000008527847,0.00015391146],"genre_scores_gemma":[0.99753916,0.000058364858,0.0012979722,0.00025076154,0.00039380105,0.000024961719,0.000052544197,0.000025426538,0.00035701998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985934,0.00014223099,0.0004885321,0.0001916616,0.00032844674,0.00025573728],"domain_scores_gemma":[0.9985628,0.000042584437,0.00060134835,0.0004552977,0.00022960085,0.000108345805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007158912,0.00016973156,0.0003972013,0.00011825945,0.00072263856,0.000030235535,0.00024947364,0.000075028125,0.000039804534],"category_scores_gemma":[0.0006930156,0.0001074559,0.00014407274,0.0000953958,0.00016635002,0.00045471048,0.000081182145,0.00038839312,9.744155e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008934346,0.0012186482,0.569281,0.00067193207,0.0009187033,0.00005050398,0.0042620082,0.0012089105,0.38614422,0.0005176483,0.008533438,0.026299585],"study_design_scores_gemma":[0.002923706,0.0004784014,0.9915162,0.00066323107,0.00012175204,0.00018844687,0.0001388222,0.0012631655,0.0016605594,0.00091248914,0.0000237559,0.00010951765],"about_ca_topic_score_codex":0.00011106344,"about_ca_topic_score_gemma":0.0010343607,"teacher_disagreement_score":0.4222352,"about_ca_system_score_codex":0.00017530701,"about_ca_system_score_gemma":0.00028954173,"threshold_uncertainty_score":0.55580246},"labels":[],"label_agreement":null},{"id":"W2736214667","doi":"10.1186/s13104-017-2595-8","title":"McMaster Optimal Aging Portal: an evidence-based database for geriatrics-focused health professionals","year":2017,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Geriatrics; Medicine; Health professionals; MEDLINE; Data science; Family medicine; Computer science; Health care; Psychiatry","score_opus":0.4833224931474611,"score_gpt":0.5417871805353365,"score_spread":0.05846468738787536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736214667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82598484,0.0035504703,0.027786227,0.13035464,0.00084500335,0.010210116,0.0005189664,0.0003290564,0.00042065536],"genre_scores_gemma":[0.8957693,0.00010095972,0.09796007,0.0011031468,0.001286671,0.00052992644,0.00027323686,0.00009642749,0.0028802515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957216,0.000454189,0.00048295286,0.0007482432,0.0014935111,0.001099547],"domain_scores_gemma":[0.9930241,0.003287983,0.00025335047,0.0018209276,0.0008869266,0.00072670146],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0064681633,0.00022283255,0.00044711382,0.00037007884,0.0012190056,0.00030550128,0.00073669833,0.00011672453,0.00041158838],"category_scores_gemma":[0.020652117,0.00018029354,0.00013266763,0.00016384046,0.0003183187,0.0010461236,0.00031980875,0.00059338356,0.00007088417],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010647298,0.004367268,0.5222787,0.01657351,0.00024016564,0.0004955726,0.0030832875,0.00025082502,0.033889007,0.0011849877,0.20684595,0.20014338],"study_design_scores_gemma":[0.032470725,0.01152442,0.7123736,0.025860045,0.00017893396,0.00011152232,0.0016749842,0.08470317,0.09682445,0.0008481684,0.031475063,0.0019549024],"about_ca_topic_score_codex":0.0010439844,"about_ca_topic_score_gemma":0.00037285843,"teacher_disagreement_score":0.19818847,"about_ca_system_score_codex":0.00015243937,"about_ca_system_score_gemma":0.0025320821,"threshold_uncertainty_score":0.98759735},"labels":[],"label_agreement":null},{"id":"W2736435149","doi":"10.1017/cem.2017.46","title":"Mobility assessments of geriatric emergency department patients: A systematic review","year":2017,"lang":"en","type":"review","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital de l'Enfant-Jésus; Université Laval; University of Ottawa","funders":"","keywords":"Medicine; Emergency department; CINAHL; Observational study; MEDLINE; Emergency medicine; Cochrane Library; Cohort study; Systematic review; Geriatrics; Physical therapy; Meta-analysis; Psychological intervention; Internal medicine","score_opus":0.17473814731400786,"score_gpt":0.446185179761381,"score_spread":0.2714470324473731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736435149","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015034943,0.9791484,0.000016504291,0.0003193084,0.013061978,0.004960918,0.0002017664,0.000007500609,0.0022686163],"genre_scores_gemma":[0.000069348156,0.99593294,0.00005994082,0.000051932973,0.00094208587,0.00012921057,0.00023269482,0.00009783627,0.0024840396],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98941976,0.0005647071,0.007577863,0.00046984866,0.0012909349,0.0006768692],"domain_scores_gemma":[0.9848119,0.00011344238,0.008791997,0.001901853,0.0024181993,0.0019626056],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0025892647,0.00083229755,0.0088567315,0.0010445842,0.00015353631,0.000004845548,0.0011955673,0.0003522118,0.0074477796],"category_scores_gemma":[0.009319298,0.0005516551,0.0017404938,0.00079258246,0.00016213162,0.00018564012,0.000047459336,0.0009120654,0.00004668032],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000063357297,0.00015239356,0.00048009818,0.8741831,0.0014256644,0.00012997954,0.00005020008,4.570193e-8,5.999398e-8,0.0000070934507,0.09609129,0.027473738],"study_design_scores_gemma":[0.00054988026,0.00097045704,0.00019825037,0.54429466,0.01744834,0.00009394899,0.000013218338,3.4745761e-7,5.001863e-8,0.000019185914,0.4361651,0.00024660095],"about_ca_topic_score_codex":0.0014519175,"about_ca_topic_score_gemma":0.0019362224,"teacher_disagreement_score":0.3400738,"about_ca_system_score_codex":0.00096986827,"about_ca_system_score_gemma":0.0047243466,"threshold_uncertainty_score":0.9996935},"labels":[],"label_agreement":null},{"id":"W2736842615","doi":"10.1111/ggi.13112","title":"Predicted factors for older Taiwanese to be healthy octogenarians: Results of an 18‐year national cohort study","year":2017,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Health Promotion Administration, Ministry of Health and Welfare; AGE-WELL","keywords":"Medicine; Logistic regression; Gerontology; Cohort; Successful aging; Healthy aging; Cohort study; Longitudinal study; Activities of daily living; Demography; Physical therapy; Internal medicine","score_opus":0.06551391189570649,"score_gpt":0.37786869899849734,"score_spread":0.31235478710279085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2736842615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9529442,0.00013436929,0.002615267,0.024199791,0.008022331,0.003346768,0.00341119,0.0001390281,0.005187052],"genre_scores_gemma":[0.98389655,0.00017596936,0.0083379885,0.0013283268,0.0013525466,0.00045888347,0.0023482696,0.000083985025,0.0020174487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9940881,0.00018827933,0.0018745936,0.0015853895,0.0014992009,0.00076441077],"domain_scores_gemma":[0.99269116,0.0007621571,0.0015114453,0.0011362534,0.0033360077,0.00056294916],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016923832,0.0006398079,0.001189018,0.0011295084,0.0005330982,0.00021635149,0.0015996296,0.0006614472,0.00046273036],"category_scores_gemma":[0.006497977,0.0006398459,0.00028957974,0.00021192334,0.0003787008,0.00068188476,0.00049311674,0.00047632738,0.000012097669],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011408481,0.0041144006,0.92789114,0.00013256335,0.002952949,0.0001353842,0.006089513,0.000097618555,0.00042312403,0.005565555,0.037839096,0.0033501796],"study_design_scores_gemma":[0.017530922,0.0027788628,0.9524895,0.0000286605,0.00041956324,0.00027158175,0.0014902584,0.0014999205,0.00012239223,0.00070619106,0.022035468,0.00062669883],"about_ca_topic_score_codex":0.0013740703,"about_ca_topic_score_gemma":0.002102695,"teacher_disagreement_score":0.03095238,"about_ca_system_score_codex":0.0005835657,"about_ca_system_score_gemma":0.0006040755,"threshold_uncertainty_score":0.9996053},"labels":[],"label_agreement":null},{"id":"W2737353363","doi":"10.1186/s12871-017-0390-7","title":"Surgical frailty assessment: a missed opportunity","year":2017,"lang":"en","type":"article","venue":"BMC Anesthesiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; University of New Brunswick; St. Paul's Hospital; Trinity Western University; Centre for Advancing Health Outcomes; Western University; Health Sciences Centre; Ottawa Hospital; University of Ottawa; University of British Columbia; University of Calgary; University of Alberta","funders":"Canadian Frailty Network","keywords":"Medicine; Likert scale; Health care; Perioperative; Patient safety; Family medicine; MEDLINE; Scale (ratio); Nursing; Psychology; Surgery","score_opus":0.1282539892177147,"score_gpt":0.3763841763583306,"score_spread":0.2481301871406159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737353363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9566335,0.000076684926,0.00008792892,0.0059137954,0.00019842369,0.0003455101,0.000004829527,0.00013127478,0.036608018],"genre_scores_gemma":[0.9852217,0.00001753872,0.0045123496,0.0012968733,0.00031981507,0.000033725777,0.000053240088,0.000029376124,0.008515425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985615,0.00015520457,0.00029108717,0.00039506893,0.00019382662,0.00040333372],"domain_scores_gemma":[0.9977107,0.00027998022,0.00019827031,0.0013057416,0.00010132449,0.00040396932],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036672858,0.00020176792,0.00051574176,0.00006353537,0.00032839624,0.000034535704,0.00037940723,0.0002963621,0.0011786715],"category_scores_gemma":[0.000881922,0.00016377286,0.00015166894,0.00003231684,0.0004224198,0.000091856076,0.00010306845,0.00033748132,0.00023794342],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028087827,0.00026081246,0.9802678,0.00007899393,0.00003619837,0.002172467,0.000049922102,9.4969954e-7,0.00028037082,0.0017470282,0.006377517,0.008447034],"study_design_scores_gemma":[0.0022507627,0.00045745104,0.85835165,0.0000445853,0.00004801524,0.0016847086,0.000032288157,0.00018460522,0.00019093313,0.00045779315,0.13613854,0.00015866877],"about_ca_topic_score_codex":0.00013887466,"about_ca_topic_score_gemma":0.00004274147,"teacher_disagreement_score":0.12976103,"about_ca_system_score_codex":0.000048880767,"about_ca_system_score_gemma":0.00048766704,"threshold_uncertainty_score":0.9997344},"labels":[],"label_agreement":null},{"id":"W2737672332","doi":"10.1093/gerona/glx146","title":"Men Sustain Higher Dysregulation Levels Than Women Without Becoming Frail","year":2017,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Cohort; Young adult; Sex characteristics; Physiology; Medicine; Gerontology; Internal medicine","score_opus":0.09442942945974063,"score_gpt":0.3664340418043612,"score_spread":0.27200461234462053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2737672332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93009084,0.00055747345,0.00012588939,0.060355786,0.00032744653,0.00030529368,0.000007467102,0.000032996853,0.008196801],"genre_scores_gemma":[0.9700262,0.000077394194,0.00070179015,0.0002948284,0.00031749805,0.000018122413,0.0000017539506,0.000027842543,0.028534565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842817,0.00014600142,0.0004730431,0.00018391009,0.00030006343,0.00046881256],"domain_scores_gemma":[0.99779814,0.000116034564,0.00073666056,0.00094698684,0.00026438708,0.00013779878],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00097373856,0.00019269701,0.00059169385,0.000077610646,0.00050707103,0.000065754946,0.00047452401,0.0001688426,0.0009829092],"category_scores_gemma":[0.0004608656,0.0001288689,0.00009458123,0.00004012919,0.00059661537,0.00048719638,0.0001524759,0.00032906194,0.000014719411],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0069125844,0.0004876838,0.78345853,0.00055925956,0.0028446477,0.00027389533,0.05407713,0.000064819644,0.055550348,0.0062279943,0.027200025,0.062343106],"study_design_scores_gemma":[0.002156545,0.00045795098,0.9777989,0.00018102657,0.000110570596,0.00043022187,0.0035026358,0.000044259305,0.0026873031,0.0052811997,0.00719818,0.00015120993],"about_ca_topic_score_codex":0.00024922247,"about_ca_topic_score_gemma":0.0004204273,"teacher_disagreement_score":0.1943404,"about_ca_system_score_codex":0.00015304053,"about_ca_system_score_gemma":0.000114657305,"threshold_uncertainty_score":0.9999303},"labels":[],"label_agreement":null},{"id":"W2738029350","doi":"10.1111/hiv.12527","title":"Correlates of frailty phenotype and frailty index and their associations with clinical outcomes","year":2017,"lang":"en","type":"article","venue":"HIV Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Frailty Index; Observational study; Gerontology; Frailty syndrome; Clinical phenotype; Cross-sectional study; Internal medicine; Phenotype; Pathology","score_opus":0.06450078869969227,"score_gpt":0.35759765250459413,"score_spread":0.29309686380490185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738029350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97435206,0.000563039,0.00039837038,0.01796614,0.00027605845,0.00037023806,0.000043903477,0.000049256032,0.005980927],"genre_scores_gemma":[0.99588066,0.00024208963,0.0003803019,0.00068401475,0.00021984312,0.0000066770663,0.000035427056,0.000024351539,0.0025266574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866843,0.000044486515,0.00048125873,0.00030537907,0.00029053644,0.0002098865],"domain_scores_gemma":[0.99773115,0.00075830484,0.0004180376,0.00066538836,0.0001891684,0.0002379783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047344647,0.00020810532,0.000824984,0.00007479937,0.00019315317,0.000014086953,0.00013852779,0.00017999578,0.00010905653],"category_scores_gemma":[0.002949814,0.00011971034,0.000049092116,0.000057638674,0.0011347971,0.00010731858,0.000098868,0.0003949469,0.000007324015],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013138122,0.00008709165,0.9847156,0.000051374987,0.0002367678,0.000012249301,0.0009907119,2.7530163e-7,0.000054827204,0.00021307767,0.0029516947,0.010554955],"study_design_scores_gemma":[0.0068971496,0.0006684456,0.98837787,0.00041607345,0.00021679902,0.000027406995,0.00040609745,0.00027649343,0.000029072662,0.000470548,0.0020952038,0.00011885937],"about_ca_topic_score_codex":0.00027602253,"about_ca_topic_score_gemma":0.00022906889,"teacher_disagreement_score":0.021528572,"about_ca_system_score_codex":0.000019850171,"about_ca_system_score_gemma":0.00007464191,"threshold_uncertainty_score":0.4881646},"labels":[],"label_agreement":null},{"id":"W2738038231","doi":"10.1007/s00520-017-3820-7","title":"A randomized phase II trial of geriatric assessment and management for older cancer patients","year":2017,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; McGill University; University Health Network; University of Toronto","funders":"University of Toronto; Canadian Institutes of Health Research; National Comprehensive Cancer Network; Health Research Board; University Health Network","keywords":"Medicine; Randomized controlled trial; Quality of life (healthcare); Psychological intervention; Nursing research; Cancer; Clinical trial; Breast cancer; Internal medicine; Physical therapy; Pain medicine; Anesthesiology; Psychiatry; Nursing","score_opus":0.028811808194873327,"score_gpt":0.41106775195002415,"score_spread":0.3822559437551508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738038231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98512214,0.0010055162,0.000070623435,0.0011644447,0.0014059887,0.008378376,0.0004752954,0.000013313355,0.0023642927],"genre_scores_gemma":[0.99140966,0.002112513,0.0004778358,0.00015761761,0.00020640719,0.0045301463,0.00008531641,0.00002749485,0.0009929994],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99845535,0.000047546775,0.000544752,0.00037112448,0.00031090644,0.00027030703],"domain_scores_gemma":[0.9985169,0.00009572592,0.0005004119,0.0003615515,0.0004305363,0.00009485509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028734558,0.00018839752,0.0007842597,0.00014376528,0.00011838723,0.000019239786,0.00012054512,0.000080058104,0.00024456845],"category_scores_gemma":[0.00017347616,0.00015481643,0.00016940002,0.00006215387,0.0001750116,0.00012783855,0.000119666365,0.000104397106,3.514014e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7112044,0.0017919007,0.034835663,0.0022499547,0.00074389856,0.000029848467,0.004152295,0.000004411057,0.000049579427,0.000116114774,0.00621931,0.23860264],"study_design_scores_gemma":[0.9558443,0.0016759904,0.037108764,0.0005745758,0.0005829148,3.119033e-7,0.00036538448,0.00006100656,0.000525217,0.00004998379,0.0030419796,0.00016957492],"about_ca_topic_score_codex":0.0006506,"about_ca_topic_score_gemma":0.00040337557,"teacher_disagreement_score":0.2446399,"about_ca_system_score_codex":0.00040125407,"about_ca_system_score_gemma":0.00027289987,"threshold_uncertainty_score":0.6313231},"labels":[],"label_agreement":null},{"id":"W2738113705","doi":"10.1007/s12603-017-0950-z","title":"Falls Risk Prediction for Older Inpatients in Acute Care Medical Wards: Is There an Interest to Combine an Early Nurse Assessment and the Artificial Neural Network Analysis?","year":2017,"lang":"en","type":"article","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; University Health Network; McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Acute care; Observational study; Emergency medicine; Predictive value; Prospective cohort study; Multilayer perceptron; Artificial neural network; Health care; Internal medicine; Machine learning","score_opus":0.038164572636925756,"score_gpt":0.3991315372515532,"score_spread":0.36096696461462746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738113705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94893193,0.0005478585,0.0021254376,0.046716735,0.0004531248,0.0011485829,0.0000593477,0.0000116957735,0.000005302761],"genre_scores_gemma":[0.99560827,0.00066823553,0.0006496724,0.0021709711,0.00081305107,0.000030196672,0.000035670055,0.00001853772,0.0000054020484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974741,0.0006269889,0.0008279295,0.00017808442,0.00057217013,0.0003207616],"domain_scores_gemma":[0.9978146,0.00023058498,0.0007931109,0.00043820546,0.0003387905,0.00038469693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002477128,0.00014986761,0.0005192233,0.00019238822,0.0006187984,0.00011215154,0.000323292,0.00007858756,0.000015410378],"category_scores_gemma":[0.0001470524,0.00008971494,0.00012272414,0.00018473699,0.00014155913,0.00035788523,0.00004617183,0.0006890109,4.6329723e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007306612,0.0018924638,0.7857696,0.00046588943,0.0011296028,0.000056639703,0.07472715,0.0007611016,0.000042117183,0.00011685841,0.0030331863,0.12469881],"study_design_scores_gemma":[0.0094538005,0.002830166,0.94787604,0.0014999008,0.000847823,0.000074257776,0.005933394,0.030859014,0.000016314065,0.0004219815,0.00009591692,0.00009142407],"about_ca_topic_score_codex":0.0007341775,"about_ca_topic_score_gemma":0.0012351848,"teacher_disagreement_score":0.16210644,"about_ca_system_score_codex":0.00020739036,"about_ca_system_score_gemma":0.00014618119,"threshold_uncertainty_score":0.47593597},"labels":[],"label_agreement":null},{"id":"W2738698159","doi":"10.1136/heartjnl-2017-311726.19","title":"19 Modified fraility index as predictor of outcome for patients implanted with cardiac resynchronisation therapy","year":2017,"lang":"en","type":"article","venue":"Heart","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Life expectancy; Frailty Index; Retrospective cohort study; Medical record; Heart failure; Ageing; Clinical Practice; Gerontology; Physical therapy; Internal medicine; Pediatrics; Population","score_opus":0.04556798013178344,"score_gpt":0.33799359806554974,"score_spread":0.2924256179337663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2738698159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99592376,0.000035934885,0.00019393497,0.0009935886,0.00026883013,0.0014703356,0.00018524248,0.00004402304,0.0008843605],"genre_scores_gemma":[0.99840826,0.000010974871,0.00042160918,0.00023751159,0.00013509546,0.00008109253,0.0001220001,0.000021836708,0.00056162704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989396,0.000030157442,0.0002649813,0.00022913094,0.00033595978,0.00020021111],"domain_scores_gemma":[0.9986611,0.00009045638,0.00015401856,0.0007406576,0.00023579808,0.00011794471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018627601,0.0001254391,0.00035914776,0.00004484019,0.00014202802,0.000018765351,0.00009726517,0.0001047126,0.000027513426],"category_scores_gemma":[0.00039620916,0.00009390123,0.00009311821,0.000028563501,0.00012312026,0.00010788001,0.00002294746,0.00010632106,0.000009327501],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014975838,0.00016309177,0.99232745,0.000114844435,0.00007528889,8.051699e-7,0.0003160936,0.0000026450523,0.00035907005,0.000018633205,0.0031440738,0.001980416],"study_design_scores_gemma":[0.0060571833,0.0012331894,0.98287636,0.000082367,0.00003109036,0.000003342534,0.000024558198,0.00023702097,0.0017902994,0.00008089865,0.0074929832,0.000090723246],"about_ca_topic_score_codex":0.0008470862,"about_ca_topic_score_gemma":0.00003215941,"teacher_disagreement_score":0.009451111,"about_ca_system_score_codex":0.00006682787,"about_ca_system_score_gemma":0.00011026233,"threshold_uncertainty_score":0.38291812},"labels":[],"label_agreement":null},{"id":"W2739201943","doi":"10.1016/j.ejca.2017.06.027","title":"Prognostic value of the G8 and modified-G8 screening tools for multidimensional health problems in older patients with cancer","year":2017,"lang":"en","type":"article","venue":"European Journal of Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Cancer Research; Cancéropôle Ile de France; Institut National Du Cancer; Ligue Contre le Cancer","keywords":"Value (mathematics); Cancer; Medicine; Oncology; Internal medicine; Gerontology; Mathematics; Statistics","score_opus":0.04090273044992476,"score_gpt":0.313270540236843,"score_spread":0.2723678097869182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739201943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899128,0.0021724699,0.0008976109,0.0054924916,0.00029797867,0.0009942603,0.000041895808,0.000003714018,0.00018677038],"genre_scores_gemma":[0.9958801,0.0001550737,0.003054759,0.00045501016,0.00017409549,0.000012167728,0.000001811692,0.000035866127,0.0002311144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986485,0.000116313546,0.0004644631,0.00014525856,0.0004111223,0.00021429085],"domain_scores_gemma":[0.9982256,0.0000927219,0.0009001607,0.00022763178,0.00042929756,0.00012454523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057645567,0.00012762756,0.0003155528,0.000058791513,0.00013548558,0.000027746524,0.00016395394,0.000016915501,0.000012519922],"category_scores_gemma":[0.0003965582,0.00007388532,0.00006090609,0.000048,0.00013295017,0.00021069613,0.00006105724,0.00025318816,2.2192248e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052731915,0.0001624261,0.8911917,0.00033864184,0.00012990397,0.000011717322,0.0013255969,0.0040873974,0.00015953305,0.000024157489,0.0013099409,0.10073163],"study_design_scores_gemma":[0.008106857,0.00064152863,0.9825391,0.006143344,0.00006773511,0.000014486849,0.000033797063,0.0005224754,0.00012959554,0.00000504043,0.0017141246,0.00008187125],"about_ca_topic_score_codex":0.00018137295,"about_ca_topic_score_gemma":0.00019270378,"teacher_disagreement_score":0.10064977,"about_ca_system_score_codex":0.00007580163,"about_ca_system_score_gemma":0.00029135688,"threshold_uncertainty_score":0.30129558},"labels":[],"label_agreement":null},{"id":"W2739506045","doi":"10.1089/jwh.2016.6041","title":"Regional Differences in Incident Prefrailty and Frailty","year":2017,"lang":"en","type":"article","venue":"Journal of Women s Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"Sanofi","keywords":"Medicine; Hazard ratio; Body mass index; Depression (economics); Anxiety; Hospital Anxiety and Depression Scale; Confidence interval; Cohort study; Longitudinal study; Proportional hazards model; Prospective cohort study; Gerontology; Physical therapy; Internal medicine; Demography; Psychiatry; Pathology","score_opus":0.07783906857660688,"score_gpt":0.3614629362641949,"score_spread":0.283623867687588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2739506045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9681085,0.0007624281,0.000018389717,0.030432438,0.00020117559,0.00015078572,0.0000020764196,0.0000048001566,0.0003194513],"genre_scores_gemma":[0.9959759,0.0012329939,0.0007087031,0.001239063,0.00028225142,0.0000036342174,5.913474e-7,0.00000948199,0.000547349],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984194,0.00006662537,0.00057706016,0.0001311424,0.0004428422,0.0003629234],"domain_scores_gemma":[0.998215,0.00008039457,0.0008236615,0.00028539682,0.00008191512,0.0005136223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011470693,0.000110632456,0.0005428527,0.0001639958,0.00015195848,0.00004989959,0.00019481966,0.0000627121,0.000044311768],"category_scores_gemma":[0.00047093543,0.00008168683,0.000045662702,0.000042281692,0.00013067535,0.00023189497,0.00005902161,0.0004339635,0.0000036342224],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044975936,0.00024617458,0.950194,0.00020860504,0.000053871125,0.00015691266,0.008437186,6.066829e-7,0.00008975447,0.0000846991,0.004063365,0.036015045],"study_design_scores_gemma":[0.0026100012,0.0012181322,0.9863715,0.00057324674,0.0000058077226,0.00057736377,0.0007695896,0.000022597822,0.000011944219,0.0009104741,0.0068633426,0.000066012246],"about_ca_topic_score_codex":0.00032510379,"about_ca_topic_score_gemma":0.00020706998,"teacher_disagreement_score":0.036177468,"about_ca_system_score_codex":0.0006341863,"about_ca_system_score_gemma":0.00067839824,"threshold_uncertainty_score":0.3331092},"labels":[],"label_agreement":null},{"id":"W2741078849","doi":"10.1016/j.archger.2017.07.027","title":"Are frailty components associated with disability in specific activities of daily living in community-dwelling older adults? A multicenter Canadian study","year":2017,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hôpital Louis-H Lafontaine; Institut Universitaire de Gériatrie de Montréal; Université de Montréal; Institut Universitaire en Santé Mentale de Québec; McGill University; Université de Sherbrooke","funders":"Canadian Institutes of Health Research; Health Canada","keywords":"Gerontology; Activities of daily living; Multicenter study; Medicine; Independent living; Physical therapy; Internal medicine; Randomized controlled trial","score_opus":0.04466334984322127,"score_gpt":0.29405830384959736,"score_spread":0.2493949540063761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741078849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983587,0.00019050093,0.000014115637,0.00021571081,0.000072906885,0.00065271865,0.000041356405,0.00000782585,0.00044612054],"genre_scores_gemma":[0.9995921,0.00005403464,0.0002459682,0.000021490465,0.000013817942,0.000013861207,0.000014239257,0.000013627184,0.000030825646],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983719,0.00050297467,0.0004216809,0.000244071,0.00013178267,0.0003276145],"domain_scores_gemma":[0.99738157,0.0013869533,0.00046366322,0.0006159247,0.000034494948,0.000117386095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042470577,0.00017603594,0.0006480492,0.00021499433,0.00020267126,0.0000134432685,0.00025614834,0.000105337414,0.000012295204],"category_scores_gemma":[0.000732974,0.00016150902,0.000042636842,0.00007246763,0.000726897,0.00012960203,0.00013318981,0.000567101,2.6549546e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006250135,0.0017679228,0.9525413,0.00019137516,0.00006909689,0.000045013217,0.04211389,0.000008197151,0.000041745283,0.0000035087553,0.0000041626317,0.0025887585],"study_design_scores_gemma":[0.004501918,0.00035966156,0.97414994,0.0010151747,0.000037347185,0.000004516854,0.019438256,0.00030516894,0.000031069423,0.00002835874,0.0000041127537,0.00012448366],"about_ca_topic_score_codex":0.14450003,"about_ca_topic_score_gemma":0.8277941,"teacher_disagreement_score":0.68329406,"about_ca_system_score_codex":0.00007917785,"about_ca_system_score_gemma":0.000052931693,"threshold_uncertainty_score":0.8611968},"labels":[],"label_agreement":null},{"id":"W2741672837","doi":"","title":"Quality of life of frail and institutionalized elderly Qualidade de vida do idoso fragilizado e institucionalizado","year":2015,"lang":"pt","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Quality of life (healthcare); Institutionalisation; Medicine; Psychology; Psychiatry; Nursing","score_opus":0.08056414663327599,"score_gpt":0.3524456614004465,"score_spread":0.2718815147671705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741672837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94469655,0.012889427,0.012871316,0.005394939,0.00097613217,0.0011384233,0.00041019951,0.00012452238,0.021498512],"genre_scores_gemma":[0.99027944,0.00042602883,0.0037568386,0.0013294107,0.0003111395,0.000027949904,0.00010462935,0.000054850534,0.0037097065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99357706,0.00075950276,0.0023903337,0.0007726108,0.0018187888,0.0006816843],"domain_scores_gemma":[0.99450177,0.0008683617,0.0009253631,0.0010625301,0.001286201,0.0013558016],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002845504,0.0005955785,0.0017867096,0.00039548887,0.000100399746,0.00004224168,0.00046170983,0.00068459695,0.0013176026],"category_scores_gemma":[0.00881694,0.0005548626,0.00030394568,0.0007025734,0.0013144102,0.00038476186,0.00030667428,0.00056929915,0.00007911987],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048364536,0.0036474545,0.58374786,0.007693545,0.0018917278,0.00007159848,0.023513515,0.0005655731,0.008127371,0.30960846,0.04926233,0.007034131],"study_design_scores_gemma":[0.132661,0.008959433,0.57577395,0.01068486,0.002276405,0.00045829458,0.04048303,0.0039769816,0.017270677,0.02179925,0.18075174,0.0049043875],"about_ca_topic_score_codex":0.0035967575,"about_ca_topic_score_gemma":0.00054116093,"teacher_disagreement_score":0.28780922,"about_ca_system_score_codex":0.00027293136,"about_ca_system_score_gemma":0.0039208024,"threshold_uncertainty_score":0.9996903},"labels":[],"label_agreement":null},{"id":"W2742663538","doi":"10.1136/bmjopen-2017-016663","title":"Feasibility, acceptability and diagnostic test accuracy of frailty screening instruments in community-dwelling older people within the Australian general practice setting: a study protocol for a cross-sectional study","year":2017,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Canadian Institutes of Health Research","keywords":"Medicine; Checklist; Psychosocial; Test (biology); Gerontology; Family medicine; Population; Scale (ratio); Protocol (science); Quality of life (healthcare); Nursing; Alternative medicine; Psychiatry","score_opus":0.24239209054342217,"score_gpt":0.5351797149123767,"score_spread":0.29278762436895456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2742663538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61364293,3.0892605e-7,0.000015498641,0.0008722202,0.000045436696,0.38521615,0.000030801213,0.000012820216,0.00016381635],"genre_scores_gemma":[0.730044,6.262522e-8,0.0029720543,0.0000863047,0.0000702997,0.26660213,0.000010738846,0.000024752902,0.0001896746],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99632764,0.0010279823,0.0011296828,0.00054387824,0.0006357831,0.00033506055],"domain_scores_gemma":[0.9882242,0.007864066,0.00116395,0.0021363634,0.0004746015,0.00013683196],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.010196289,0.00028298813,0.00057577156,0.000066729226,0.0013286081,0.000866447,0.0012878695,0.000104349034,0.00006745179],"category_scores_gemma":[0.08440125,0.00021252273,0.00007171853,0.00015183701,0.0002638082,0.0012365845,0.0019321328,0.00086187746,0.0000021310925],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019632222,0.0072242767,0.9745072,0.00042892102,0.00011167168,0.0000096017775,0.0143495705,0.00006503893,0.000021422244,0.0000033243757,0.00008089661,0.0012348595],"study_design_scores_gemma":[0.021041628,0.0022295732,0.9599442,0.00034757517,0.00008804151,0.0000470199,0.015257709,0.0005932729,0.000084029365,0.00009979921,0.00006136281,0.00020582204],"about_ca_topic_score_codex":0.021315686,"about_ca_topic_score_gemma":0.020456435,"teacher_disagreement_score":0.118614025,"about_ca_system_score_codex":0.00012621692,"about_ca_system_score_gemma":0.0003568654,"threshold_uncertainty_score":0.9999715},"labels":[],"label_agreement":null},{"id":"W2743057838","doi":"10.1590/0034-7167-2016-0633","title":"Frailty in the elderly: prevalence and associated factors","year":2017,"lang":"en","type":"article","venue":"Revista Brasileira de Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poisson regression; Medicine; Gerontology; Socioeconomic status; Elderly people; Logistic regression; Demography; Environmental health; Population","score_opus":0.07045832468807761,"score_gpt":0.3479491849834857,"score_spread":0.2774908602954081,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743057838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99290204,0.0005055753,0.000031273637,0.000718272,0.000065127795,0.00057850423,0.000028642735,0.00006271703,0.0051078573],"genre_scores_gemma":[0.9971501,0.00016006804,0.000088039305,0.0003877091,0.00008673429,0.000022315488,0.000019552821,0.000026730366,0.0020587444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984664,0.00018462619,0.00028695652,0.00033720446,0.0003350806,0.00038973193],"domain_scores_gemma":[0.99826384,0.00031585267,0.0001933993,0.0010357192,0.000059006023,0.00013218171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006750439,0.00022109631,0.00035385304,0.00006836786,0.00028181914,0.00034628864,0.0004896245,0.00014944388,0.0001196969],"category_scores_gemma":[0.0028970314,0.00015709213,0.00008813188,0.00009714557,0.00021503436,0.00025246158,0.00011633231,0.00049913744,0.00002617862],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001564051,0.00008985946,0.9926291,0.0002887983,0.00002757014,0.00016240057,0.0009984827,2.6519453e-7,0.0003357554,0.0003331039,0.0018072451,0.0033117568],"study_design_scores_gemma":[0.00095694634,0.00016330763,0.99537146,0.00057473825,0.00008206157,0.0000694793,0.0001231055,0.000081677565,0.00009900931,0.000034221826,0.0022804786,0.00016352576],"about_ca_topic_score_codex":0.00016378879,"about_ca_topic_score_gemma":0.000076206496,"teacher_disagreement_score":0.004248076,"about_ca_system_score_codex":0.00011274797,"about_ca_system_score_gemma":0.00009010944,"threshold_uncertainty_score":0.6406031},"labels":[],"label_agreement":null},{"id":"W2743124441","doi":"10.11124/jbisrir-2016-003115","title":"Frailty in nursing home residents: a scoping review protocol","year":2017,"lang":"en","type":"review","venue":"The JBI Database of Systematic Reviews and Implementation Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Delirium; Modalities; Nursing homes; Gerontology; Malnutrition; MEDLINE; Depression (economics); Gerontological nursing; Cognitive impairment; Geriatrics; Nursing; Cognition; Psychiatry","score_opus":0.2304019416047997,"score_gpt":0.547299104711478,"score_spread":0.3168971631066783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743124441","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.8936417e-7,0.61647743,0.000022066866,0.00008275324,0.00009102316,0.38311714,0.00004107129,0.000010221951,0.00015793752],"genre_scores_gemma":[3.701712e-7,0.72936624,0.00036133494,0.00007966368,0.000062443185,0.26953992,0.00042919142,0.00004067266,0.00012014668],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98867965,0.001556753,0.007977671,0.00065421977,0.0007886022,0.00034309865],"domain_scores_gemma":[0.9857654,0.00040417406,0.01040117,0.0031250138,0.00016652887,0.0001377249],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009676311,0.0006031419,0.007268778,0.00025579,0.00015254774,0.00008334686,0.00033222514,0.000105695784,0.00025543163],"category_scores_gemma":[0.0026655013,0.00032852273,0.0005507084,0.00031706074,0.00013626815,0.00034415518,0.00017296134,0.00033291892,0.000021269225],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023668738,0.00003955842,0.000017719869,0.8016021,0.00006174247,0.000091684335,0.000081785314,2.703504e-9,3.311216e-7,0.000011315523,0.0027923866,0.19529898],"study_design_scores_gemma":[0.00039859916,0.000058963313,0.000025561683,0.8768102,0.0026008983,0.0025947765,0.000048534,4.6635083e-7,8.939984e-7,0.000016656773,0.11720496,0.00023947313],"about_ca_topic_score_codex":0.00018532616,"about_ca_topic_score_gemma":0.000082410785,"teacher_disagreement_score":0.19505951,"about_ca_system_score_codex":0.00018896777,"about_ca_system_score_gemma":0.00058312976,"threshold_uncertainty_score":0.9999167},"labels":[],"label_agreement":null},{"id":"W2743717695","doi":"10.1186/s12981-017-0163-x","title":"A frailty index predicts post-liver transplant morbidity and mortality in HIV-positive patients","year":2017,"lang":"en","type":"article","venue":"AIDS Research and Therapy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); Frailty Index; Internal medicine; Index (typography); Liver transplantation; Immunology; Transplantation","score_opus":0.08789744724444479,"score_gpt":0.37893832530935523,"score_spread":0.2910408780649104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743717695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99566144,0.0006423354,0.000012443737,0.00069488405,0.000041441053,0.00082667725,0.00022437068,0.000016385757,0.0018800298],"genre_scores_gemma":[0.9945259,0.0046500377,0.00004569518,0.00020628452,0.000069134054,0.0000386481,0.000061804196,0.000016130747,0.0003863425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823445,0.00015069543,0.00017176724,0.00037995933,0.00062479434,0.0004383563],"domain_scores_gemma":[0.99875045,0.00014929943,0.000040800645,0.00048149496,0.00028897618,0.000288997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005939324,0.000145799,0.00026153226,0.00015753187,0.00029219876,0.00009218455,0.00016997257,0.00012872854,0.000051696334],"category_scores_gemma":[0.00017421714,0.00011417016,0.00003222445,0.00008258883,0.00061388017,0.00026350506,0.00008222748,0.0005278538,0.00000853807],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011689933,0.0003637191,0.95321214,0.00005117725,0.00008194256,0.00015959227,0.0012416524,4.5674327e-8,0.0006420374,0.00006499657,0.00018558925,0.0428281],"study_design_scores_gemma":[0.006551649,0.0023162505,0.98818815,0.00019384477,0.000006475954,0.000009993085,0.00005614728,0.0001465479,0.0015035877,0.00058526255,0.0003367991,0.00010528755],"about_ca_topic_score_codex":0.003969183,"about_ca_topic_score_gemma":0.00061131496,"teacher_disagreement_score":0.042722814,"about_ca_system_score_codex":0.000041925472,"about_ca_system_score_gemma":0.00008602388,"threshold_uncertainty_score":0.6000244},"labels":[],"label_agreement":null},{"id":"W2744001791","doi":"10.1161/circoutcomes.10.suppl_3.147","title":"Abstract 147: Subtle Degrees of Frailty Result in Adverse Cardiac Surgery Outcomes","year":2017,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Institutionalisation; Population; Gerontology; Realm; Adverse effect; Physical therapy; Psychiatry; Internal medicine","score_opus":0.12146557957667588,"score_gpt":0.3558083617708304,"score_spread":0.23434278219415455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2744001791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945022,0.0015829972,0.00011059974,0.0012695133,0.0005095396,0.00052550255,0.000081317114,0.000054968386,0.0013633579],"genre_scores_gemma":[0.99905837,0.00023775414,0.00025101233,0.00010484638,0.000081241415,0.000019657838,0.00007708577,0.00002801252,0.00014205315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99713343,0.00024568482,0.00095804303,0.00049478037,0.0008472571,0.00032078708],"domain_scores_gemma":[0.9966944,0.00071047124,0.0003846017,0.0018398773,0.00020913995,0.00016150261],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030213976,0.0002827214,0.001805677,0.00022142603,0.00019582156,0.000043817843,0.00016630364,0.00025227875,0.000032129363],"category_scores_gemma":[0.0037520959,0.0002516688,0.0018017072,0.000108727276,0.0002726166,0.00038429574,0.0000913959,0.0002552048,0.00001688373],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045134464,0.00007069099,0.98555624,0.00042074738,0.0012475692,0.00003331836,0.0002968633,0.00028884644,0.00011883081,0.00019212246,0.00007532878,0.011654314],"study_design_scores_gemma":[0.001606205,0.000007503094,0.9961145,0.000154059,0.00028469996,0.000006662776,0.00021638523,0.000035266454,0.00019272733,0.000101632526,0.0010148606,0.00026551983],"about_ca_topic_score_codex":0.0028014018,"about_ca_topic_score_gemma":0.00022891877,"teacher_disagreement_score":0.011388794,"about_ca_system_score_codex":0.00009298681,"about_ca_system_score_gemma":0.00012505351,"threshold_uncertainty_score":0.99999356},"labels":[],"label_agreement":null},{"id":"W2745389402","doi":"10.1093/ofid/ofx163.1500","title":"Frailty Hinders Recovery From Acute Respiratory Illness in Older Adults","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint John Regional Hospital; Moncton Hospital; McGill University; William Osler Health System; Université de Sherbrooke; Toronto East General Hospital; North York General Hospital; McMaster University; Mount Sinai Hospital; Alberta Hospital Edmonton; University of British Columbia; University of Alberta Hospital; Ottawa Hospital; Izaak Walton Killam Health Centre; Nova Scotia Health Authority; Centre hospitalier universitaire de Québec; Dalhousie University; Health Sciences North; St. Boniface Hospital","funders":"","keywords":"Medicine; Frailty Index; Odds; Vaccination; Logistic regression; Odds ratio; Gerontology; Internal medicine; Immunology","score_opus":0.01907403909510868,"score_gpt":0.3109043440059124,"score_spread":0.2918303049108037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745389402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9610235,0.00040133222,0.000039206207,0.0022418874,0.0011842386,0.0018673545,0.00053748785,0.00015885143,0.03254616],"genre_scores_gemma":[0.99371445,0.00009119009,0.00004849523,0.0037132027,0.00018211306,0.00030223708,0.00019286603,0.00008000953,0.0016754293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976941,0.00008785985,0.0004485415,0.0007798724,0.00038476585,0.0006048869],"domain_scores_gemma":[0.99719524,0.00014439915,0.00032022933,0.0017915147,0.00013251547,0.0004161169],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013665992,0.00036906797,0.0006341155,0.00017989591,0.0006339618,0.00052069244,0.0008491204,0.00022034976,0.001067409],"category_scores_gemma":[0.0008280025,0.00035123568,0.00021148323,0.0001304058,0.00023285608,0.0013263649,0.00075973157,0.00036001537,0.00034380736],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011138467,0.00089909835,0.8986325,0.000059170536,0.0003072496,0.00045716442,0.00032677056,0.000008922871,0.00006770488,0.00007125029,0.036955215,0.06110109],"study_design_scores_gemma":[0.011450206,0.00039469442,0.9748316,0.0009836489,0.00024798978,0.000021249018,0.00043343086,0.000049395338,0.0004815948,0.0020359938,0.0085370345,0.0005331559],"about_ca_topic_score_codex":0.008124983,"about_ca_topic_score_gemma":0.0065027107,"teacher_disagreement_score":0.07619909,"about_ca_system_score_codex":0.00030676828,"about_ca_system_score_gemma":0.00035324297,"threshold_uncertainty_score":0.99989396},"labels":[],"label_agreement":null},{"id":"W2745541777","doi":"10.1139/apnm-2017-0496","title":"Launching a new initiative","year":2017,"lang":"en","type":"editorial","venue":"Applied Physiology Nutrition and Metabolism","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Political science","score_opus":0.02110945091578955,"score_gpt":0.2954660609044932,"score_spread":0.27435660998870365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745541777","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002138145,0.01100652,0.000073578776,0.0019695507,0.9605677,0.0020717306,0.00049511733,0.00029150734,0.021386141],"genre_scores_gemma":[0.0062707807,0.0082244,0.0014490018,0.0009209357,0.9759643,0.00026096535,0.0032188504,0.00008250011,0.003608276],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821603,0.000049734226,0.00032855524,0.00069027493,0.00033831556,0.0003770856],"domain_scores_gemma":[0.9982328,0.00036283542,0.00034364045,0.0006061784,0.0001720104,0.00028256714],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012908944,0.00043589107,0.0011547331,0.00017484394,0.0002289821,0.00004769284,0.00019637914,0.0011892506,0.00013474659],"category_scores_gemma":[0.00041940794,0.0004000355,0.00015018809,0.00006089802,0.00027211296,0.00008803591,0.00013177298,0.0013202513,0.00009152265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021123822,0.00015228566,3.190104e-7,0.00029164675,0.00020621646,0.000009510458,0.00026564786,3.745179e-8,0.00873986,0.00085171056,0.9798734,0.009398113],"study_design_scores_gemma":[0.008930758,0.000028646564,0.0015892468,0.00035031393,0.00046021448,0.000008850363,0.000051592222,0.0000016646117,0.00054943317,0.009054919,0.9786398,0.00033460188],"about_ca_topic_score_codex":0.000058050697,"about_ca_topic_score_gemma":0.000008478528,"teacher_disagreement_score":0.017777866,"about_ca_system_score_codex":0.00003199119,"about_ca_system_score_gemma":0.00039819683,"threshold_uncertainty_score":0.99984515},"labels":[],"label_agreement":null},{"id":"W2745707898","doi":"10.1016/j.apmr.2006.08.110","title":"PR_088","year":2006,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Intraclass correlation; Medicine; Inter-rater reliability; Cutoff; Pearson product-moment correlation coefficient; Receiver operating characteristic; Physical therapy; Balance (ability); Correlation; Reliability (semiconductor); Statistics; Psychometrics; Internal medicine; Mathematics; Clinical psychology","score_opus":0.007568723034431206,"score_gpt":0.2810802696702651,"score_spread":0.27351154663583394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2745707898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9568857,0.00022323112,0.00032000878,0.017760905,0.000036498415,0.00028714366,0.0000022531915,0.000029970166,0.024454324],"genre_scores_gemma":[0.9947349,0.0000075442886,0.0043630344,0.00007996507,0.0003528768,0.000009286861,0.000016998607,0.000007650842,0.00042778373],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99937385,0.00003064846,0.0001864966,0.0001492715,0.0001656056,0.000094138675],"domain_scores_gemma":[0.9976849,0.0020401787,0.00004981268,0.0001369857,0.000032659995,0.00005548558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000049004797,0.00007742231,0.00023618444,0.00010998835,0.000021461703,0.0000010612221,0.000025963245,0.00001736938,0.000008676921],"category_scores_gemma":[0.0005775779,0.000052104457,0.00006548691,0.0000922227,0.0006858913,0.000038406928,0.000014154154,0.000076224664,0.000002425422],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000553012,0.0015093167,0.05176983,0.0024294467,0.00007762083,0.00000846708,0.023629867,0.00003368164,0.46204513,0.1187752,0.007192002,0.3319764],"study_design_scores_gemma":[0.0031866287,0.0070928205,0.84155566,0.0012746877,0.00012580781,0.0000125675015,0.0011152892,0.0024397075,0.0023729624,0.13720326,0.003502149,0.00011845873],"about_ca_topic_score_codex":0.00014528076,"about_ca_topic_score_gemma":0.000005666121,"teacher_disagreement_score":0.7897858,"about_ca_system_score_codex":0.000004331757,"about_ca_system_score_gemma":0.000013090036,"threshold_uncertainty_score":0.25271952},"labels":[],"label_agreement":null},{"id":"W2746156504","doi":"10.1503/cmaj.161034","title":"Association between sedentary time and mortality across levels of frailty","year":2017,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Hazard ratio; Medicine; Confidence interval; Frailty Index; Proportional hazards model; Cohort study; Gerontology; National Death Index; Cohort; Demography; Body mass index; Prospective cohort study; Sedentary lifestyle; National Health and Nutrition Examination Survey; Physical activity; Physical therapy; Internal medicine; Population; Environmental health","score_opus":0.03372171289157473,"score_gpt":0.32936218484995344,"score_spread":0.2956404719583787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2746156504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94467276,0.00006065696,0.0000147072415,0.0521215,0.00043397615,0.00012857546,0.00052250066,0.000012354075,0.0020329542],"genre_scores_gemma":[0.99101675,0.000049043247,0.000099611316,0.0021084077,0.001716288,0.0000016298897,0.000028483657,0.000016526456,0.00496327],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968838,0.00012568098,0.0005520661,0.00017219936,0.0017616114,0.0005046326],"domain_scores_gemma":[0.9965132,0.000265257,0.0008349623,0.000249895,0.00056053186,0.0015761409],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030451918,0.00012956926,0.00044011767,0.00007482515,0.00056957564,0.00013770361,0.00025215952,0.0005637217,0.002381906],"category_scores_gemma":[0.008767262,0.0001260076,0.000114280345,0.000063034466,0.00009062827,0.0002632661,0.00004708761,0.000923983,0.000083756895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036922074,0.0000149239095,0.9443213,0.000016010785,0.00048379536,0.00009869334,0.00031220712,1.7860506e-7,0.000050343275,0.0000036318131,0.03156592,0.02312935],"study_design_scores_gemma":[0.0016590075,0.000049441187,0.976633,0.00014494627,0.00014654372,0.00007634451,0.000075611126,0.00006928999,0.0001252527,0.00013634638,0.02077571,0.00010850359],"about_ca_topic_score_codex":0.00859494,"about_ca_topic_score_gemma":0.043646976,"teacher_disagreement_score":0.050013095,"about_ca_system_score_codex":0.0014805696,"about_ca_system_score_gemma":0.0016308028,"threshold_uncertainty_score":0.9995823},"labels":[],"label_agreement":null},{"id":"W2748622518","doi":"","title":"Uso de tecnologías de asistencia y fragilidad en adultos mayores de 80 años y más / Assisting technologies and frailty in aged 80 years and older / Uso de tecnologias de assistência e fragilidade em idosos de 80 anos ou mais","year":2016,"lang":"es","type":"article","venue":"Enfermería Universitaria","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities","score_opus":0.014951743828266192,"score_gpt":0.26124594922925776,"score_spread":0.24629420540099156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2748622518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843913,0.0025597317,0.0035224673,0.0061081727,0.00017377347,0.0011699019,0.00021105979,0.00091189134,0.0009517124],"genre_scores_gemma":[0.97419167,0.0016700197,0.021564359,0.0006046635,0.00022237808,0.000065160086,0.000028850494,0.00017025977,0.001482669],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9925833,0.0010958615,0.00094659865,0.001674009,0.0006409843,0.0030592512],"domain_scores_gemma":[0.9951897,0.0020052886,0.00055315264,0.0012690318,0.00021986268,0.0007629181],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0018205845,0.0011617723,0.0014009667,0.0013524643,0.0005922721,0.00026250645,0.0012882111,0.0027325307,0.00032790547],"category_scores_gemma":[0.0076059755,0.0011307668,0.0003109597,0.00095782964,0.001449845,0.000644857,0.0010330672,0.0024350958,0.00004944745],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054243946,0.00038073136,0.8349908,0.00039353402,0.0006331766,0.004202523,0.010499184,0.00003856182,0.079647616,0.0005998516,0.0025789822,0.06549263],"study_design_scores_gemma":[0.006909645,0.0006380661,0.93264854,0.0028998037,0.00087129563,0.0010124411,0.0361015,0.0007666075,0.013284225,0.0014566901,0.0021445903,0.0012665729],"about_ca_topic_score_codex":0.0031862957,"about_ca_topic_score_gemma":0.0028786454,"teacher_disagreement_score":0.09765779,"about_ca_system_score_codex":0.004391458,"about_ca_system_score_gemma":0.0019750374,"threshold_uncertainty_score":0.9998663},"labels":[],"label_agreement":null},{"id":"W2749145009","doi":"10.1016/j.jgo.2017.07.013","title":"Chemotherapy and radiation treatment decision-making experiences of older adults with cancer: A qualitative study","year":2017,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Radiation oncologist; Qualitative research; Guideline; Cancer; Family medicine; Population; Palliative care; Radiation therapy; Nursing; Internal medicine; Pathology","score_opus":0.0191728593111008,"score_gpt":0.4108787920605797,"score_spread":0.3917059327494789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749145009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962172,0.001601166,0.00018300855,0.0009804486,0.00037769048,0.00049966574,0.0000020436053,0.0000035296941,0.00013522714],"genre_scores_gemma":[0.99488413,0.0012935041,0.0033813107,0.000048700087,0.000300573,0.00003107297,2.3958722e-7,0.000010839603,0.000049609982],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99883884,0.00011551543,0.0004903694,0.0001500336,0.00027581432,0.00012943428],"domain_scores_gemma":[0.99760205,0.0004902456,0.0013292474,0.000200462,0.0002911111,0.00008690686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038055071,0.00012409982,0.00061401667,0.00017302005,0.00010605053,0.000018099543,0.00011728409,0.00007082843,0.000100718775],"category_scores_gemma":[0.00025696948,0.00007655803,0.000060208746,0.00008327036,0.00012967172,0.00016356097,0.000017423976,0.0001007074,4.8193465e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004390303,0.00088246784,0.018082373,0.000020463309,0.00025588964,0.0001243973,0.49833664,0.000003599101,0.0000451595,0.000001380955,0.0002099419,0.47764736],"study_design_scores_gemma":[0.03218867,0.0384953,0.38513756,0.00062954065,0.00044634112,0.00057547586,0.5410362,0.00005741771,0.0004712906,0.000060669452,0.0007457411,0.0001558353],"about_ca_topic_score_codex":0.00014959832,"about_ca_topic_score_gemma":0.00013536873,"teacher_disagreement_score":0.47749153,"about_ca_system_score_codex":0.00027602346,"about_ca_system_score_gemma":0.00042492745,"threshold_uncertainty_score":0.3121946},"labels":[],"label_agreement":null},{"id":"W2751529766","doi":"10.1016/j.jtcvs.2017.08.088","title":"If too frail, functional benefit following cardiac surgery may fail: A role for prehabilitation?","year":2017,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Prehabilitation; Medicine; Scopus; EuroSCORE; Cardiac surgery; Cardiothoracic surgery; Population; Internal medicine; MEDLINE; Physical therapy; Gerontology; Cardiology; Surgery","score_opus":0.027701119729374495,"score_gpt":0.28672159333966435,"score_spread":0.25902047361028985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2751529766","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22480628,0.31655645,0.009184638,0.4092282,0.034254592,0.0038928483,0.000767304,0.00022986002,0.0010798199],"genre_scores_gemma":[0.6476476,0.015305436,0.008657466,0.12948103,0.16052555,0.001128268,0.003537121,0.0018153668,0.031902123],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945618,0.0004025176,0.0014749353,0.0007056313,0.002142115,0.00071299524],"domain_scores_gemma":[0.99211454,0.004108411,0.0010403972,0.001359914,0.0010676384,0.00030906897],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.006326671,0.0006662034,0.004096855,0.0008532871,0.0003685775,0.00024958758,0.00023200396,0.0011218148,0.00004190161],"category_scores_gemma":[0.0029846537,0.0005857117,0.015059644,0.00017187357,0.00021668994,0.00060648285,0.000089458146,0.0017470677,0.000011916464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032423905,0.000039241488,0.020565614,0.001772836,0.015040173,0.0014282052,0.00013747581,0.000039120398,0.000014210828,0.0000012480259,0.8548001,0.10583755],"study_design_scores_gemma":[0.00040385663,0.00011205132,0.019932058,0.0023284832,0.0076046274,0.0013942061,0.00017222067,0.000011261373,0.000072568415,0.00029949905,0.967028,0.00064113614],"about_ca_topic_score_codex":0.000035302255,"about_ca_topic_score_gemma":6.283602e-7,"teacher_disagreement_score":0.42284137,"about_ca_system_score_codex":0.00022215198,"about_ca_system_score_gemma":0.0009222409,"threshold_uncertainty_score":0.9996594},"labels":[],"label_agreement":null},{"id":"W2752401946","doi":"10.1007/s11357-017-9993-7","title":"A frailty index from common clinical and laboratory tests predicts increased risk of death across the life course","year":2017,"lang":"en","type":"article","venue":"GeroScience","topic":"Frailty in Older Adults","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Subclinical infection; Frailty Index; Medicine; National Death Index; Gerontology; National Health and Nutrition Examination Survey; Demography; Test (biology); Psychology; Confidence interval; Internal medicine; Environmental health; Population","score_opus":0.05442609697477612,"score_gpt":0.38504797143670283,"score_spread":0.3306218744619267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752401946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969195,0.0003536421,0.000084743224,0.0011439678,0.0003617965,0.00032858487,0.0005571344,0.000039367205,0.00021124425],"genre_scores_gemma":[0.99826086,0.00013174459,0.00035883905,0.0009556202,0.00018230455,0.0000109948705,0.000004315916,0.000012239677,0.00008308914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982138,0.00015490726,0.0003887893,0.00041563078,0.0005172181,0.00030961738],"domain_scores_gemma":[0.9968652,0.0007226048,0.00044378237,0.0014340547,0.00016807577,0.0003662792],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014746146,0.00014770502,0.00036960607,0.00001643991,0.00057372026,0.000103215665,0.0006400724,0.00014667721,0.000015914353],"category_scores_gemma":[0.007672351,0.00009772521,0.000056393175,0.00010502869,0.002720289,0.00021642214,0.00035594395,0.000440563,0.000011898296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009126575,0.00015327169,0.9940758,0.000011838768,0.00002605114,0.0000139669655,0.00045691055,0.0000012167757,0.0010467583,0.00001066565,0.00093109254,0.0031811981],"study_design_scores_gemma":[0.0019467203,0.00024074031,0.99423224,0.00014182176,0.00009713148,0.0000050286876,0.00012956819,0.0016288408,0.0006534323,0.00014589119,0.00068203994,0.0000965219],"about_ca_topic_score_codex":0.002892313,"about_ca_topic_score_gemma":0.00071091123,"teacher_disagreement_score":0.006197736,"about_ca_system_score_codex":0.00001160343,"about_ca_system_score_gemma":0.0003965306,"threshold_uncertainty_score":0.99999374},"labels":[],"label_agreement":null},{"id":"W2753843738","doi":"10.1016/j.jgo.2017.08.009","title":"Fighting back against the dilution of the Comprehensive Geriatric Assessment","year":2017,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Geriatric oncology; Clinical Oncology; Geriatrics; Oncology; Intensive care medicine; Family medicine; Internal medicine; Psychiatry; Cancer","score_opus":0.03325890093573885,"score_gpt":0.3509942294612828,"score_spread":0.3177353285255439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753843738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9425732,0.000758566,0.00021719823,0.02977905,0.0038268159,0.00052714243,0.0000068439435,0.000006685444,0.022304533],"genre_scores_gemma":[0.99353534,0.00056102994,0.0026144227,0.0006129102,0.0015715451,0.0000033259394,0.0000013223553,0.000017025865,0.0010831048],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99796456,0.00030645987,0.0008722125,0.00013614887,0.00046744014,0.00025317332],"domain_scores_gemma":[0.99523526,0.00054565637,0.002777146,0.00067007175,0.00067315926,0.00009869649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076840643,0.00015318074,0.00061237084,0.00012840514,0.00037236814,0.000034553548,0.00066355,0.00016959518,0.00013228813],"category_scores_gemma":[0.0007104565,0.00007860899,0.00034676597,0.00018831511,0.00025538635,0.00014310506,0.00022944587,0.00068195537,0.000017320694],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024568422,0.0029896377,0.22323203,0.0010493718,0.0024564287,0.000857862,0.0038974397,0.0014377724,0.13182807,0.0009869797,0.30263138,0.3261762],"study_design_scores_gemma":[0.004837189,0.0014079262,0.86007357,0.0001543508,0.00049860665,0.0010685958,0.00042553438,0.0003326421,0.00082912046,0.00020297061,0.1300517,0.00011780123],"about_ca_topic_score_codex":0.000034647484,"about_ca_topic_score_gemma":0.000014600017,"teacher_disagreement_score":0.63684154,"about_ca_system_score_codex":0.0004032363,"about_ca_system_score_gemma":0.0008789137,"threshold_uncertainty_score":0.32055816},"labels":[],"label_agreement":null},{"id":"W2753847213","doi":"10.1016/j.jamcollsurg.2017.08.008","title":"Canadian Study of Health and Aging Clinical Frailty Scale: Does It Predict Adverse Outcomes among Geriatric Trauma Patients?","year":2017,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Frailty in Older Adults","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; McMaster University; University of Toronto; University of Ottawa","funders":"","keywords":"Medicine; Interquartile range; Geriatric trauma; Adverse effect; Logistic regression; Emergency medicine; Odds ratio; Retrospective cohort study; Rehabilitation; Trauma center; Geriatrics; Injury Severity Score; Internal medicine; Physical therapy; Poison control; Injury prevention","score_opus":0.027662656572157978,"score_gpt":0.3311482799768745,"score_spread":0.3034856234047165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2753847213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98731524,0.000038064805,0.0000017178011,0.010844303,0.0007706294,0.0005944935,0.00020313635,0.0000047080266,0.000227706],"genre_scores_gemma":[0.9987218,0.000120999364,0.00019240129,0.00038049943,0.00007265394,0.000002518178,9.415951e-7,0.000020150435,0.0004880436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968366,0.0003739385,0.0015898417,0.00019758692,0.0006621981,0.0003398253],"domain_scores_gemma":[0.9937699,0.0004504255,0.003940838,0.0007773114,0.00042299012,0.0006385269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001482948,0.00019200727,0.0014356715,0.0003323501,0.00034381865,0.000012429445,0.00050873787,0.00004832628,0.000024659063],"category_scores_gemma":[0.0018375866,0.00011366586,0.00036265652,0.00026257636,0.00075003674,0.00018336409,0.00013728913,0.00045633235,4.1887105e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001677737,0.0006685765,0.9847481,0.00004539008,0.00033728,0.000037355025,0.0007795875,0.0000041332064,0.0000014430734,7.2654916e-7,0.0044746143,0.008734978],"study_design_scores_gemma":[0.0036325557,0.0019493296,0.9848297,0.00030799082,0.00023333805,0.000028664277,0.008103287,0.000018590206,0.000008540507,0.0000083414225,0.00078276725,0.00009689827],"about_ca_topic_score_codex":0.12351865,"about_ca_topic_score_gemma":0.18863842,"teacher_disagreement_score":0.06511977,"about_ca_system_score_codex":0.00018334817,"about_ca_system_score_gemma":0.0009710764,"threshold_uncertainty_score":0.8823179},"labels":[],"label_agreement":null},{"id":"W2755248408","doi":"10.1016/j.atherosclerosis.2017.09.014","title":"Atherosclerosis in frailty: Not frailty in atherosclerosis","year":2017,"lang":"en","type":"letter","venue":"Atherosclerosis","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"","keywords":"Medicine; Gerontology; Cardiology; Internal medicine","score_opus":0.09932267612862161,"score_gpt":0.3135864720533373,"score_spread":0.21426379592471567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755248408","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47068775,0.00051901315,0.00004606914,0.51152134,0.0027214133,0.0048497277,0.0011899075,0.00084453437,0.0076202527],"genre_scores_gemma":[0.4402644,0.003102406,0.002112637,0.5106704,0.005485806,0.0021953734,0.0012251394,0.001843225,0.033100575],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9858628,0.00065793033,0.0030244545,0.003958313,0.0027849495,0.003711542],"domain_scores_gemma":[0.9900157,0.00091526815,0.0016154418,0.00645775,0.00037420294,0.0006216654],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0014391025,0.0028534527,0.0045975214,0.0017526565,0.00051239086,0.00064173207,0.002997537,0.006035947,0.001734748],"category_scores_gemma":[0.0012704217,0.0029128531,0.0016027711,0.0012998517,0.0011520137,0.00085262884,0.0009438224,0.009664434,0.0020341217],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029991986,0.0013778647,0.21349221,0.0013112292,0.00052764703,0.00047065935,0.0025411902,0.000021788037,0.023391416,0.000027642542,0.7481414,0.008397035],"study_design_scores_gemma":[0.010259834,0.00072720775,0.57773256,0.008798888,0.0004255888,0.00005930152,0.000117763986,0.00015868503,0.0042985748,0.0001777783,0.39439854,0.0028452869],"about_ca_topic_score_codex":0.0059408005,"about_ca_topic_score_gemma":0.0023458647,"teacher_disagreement_score":0.36424035,"about_ca_system_score_codex":0.002273162,"about_ca_system_score_gemma":0.0007374753,"threshold_uncertainty_score":0.9991778},"labels":[],"label_agreement":null},{"id":"W2755529569","doi":"10.1186/s12877-017-0609-y","title":"Prevalence of frailty and its associated factors in older hospitalised patients in Vietnam","year":2017,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatrics; Gerontology; Observational study; Population; Population ageing; Internal medicine; Environmental health","score_opus":0.026583593678154605,"score_gpt":0.2839125052537846,"score_spread":0.25732891157563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755529569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983094,0.00024179826,0.0000036933375,0.00006387846,0.0002502248,0.0007274009,0.00007073839,0.000017878749,0.00031500842],"genre_scores_gemma":[0.9991296,0.00018157263,0.00013454426,0.00001801191,0.000022379827,0.000012452633,0.000022208284,0.000019516625,0.00045973633],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866444,0.000051684587,0.0004096606,0.0002851031,0.00032804537,0.00026106453],"domain_scores_gemma":[0.99888927,0.000113338385,0.00034081933,0.00040879607,0.00015307937,0.00009468643],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023056776,0.00016103363,0.00035538472,0.00016829373,0.000047169528,0.000021975098,0.0001966871,0.00019034155,0.000040206538],"category_scores_gemma":[0.0038203108,0.00014995206,0.000051751864,0.00017027289,0.0000497233,0.00019467168,0.00011813216,0.00018198742,0.000004464033],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037522565,0.0003633963,0.99787194,0.00047095056,0.0000067587803,0.0000047365734,0.0007716893,0.000002517909,0.00011082058,0.0000060010943,0.00013034813,0.00022333692],"study_design_scores_gemma":[0.0049235616,0.00016280316,0.9936315,0.00027379894,0.0000335233,3.5474955e-7,0.000044760534,0.00021851515,0.0005379556,0.00002194529,0.000011340298,0.00013994286],"about_ca_topic_score_codex":0.00022151024,"about_ca_topic_score_gemma":0.00028846686,"teacher_disagreement_score":0.004886039,"about_ca_system_score_codex":0.00010509189,"about_ca_system_score_gemma":0.00008517457,"threshold_uncertainty_score":0.6114868},"labels":[],"label_agreement":null},{"id":"W2756499027","doi":"10.1177/0269215517733114","title":"A qualitative study of healthcare provider perspectives on measuring functional outcomes in geriatric rehabilitation","year":2017,"lang":"en","type":"article","venue":"Clinical Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Baycrest Hospital; University of Toronto; University Health Network; University of Waterloo; Toronto Rehabilitation Institute; McMaster University","funders":"Government of Canada; McMaster University","keywords":"Rehabilitation; Geriatric rehabilitation; Qualitative research; Health care; Nursing; Medicine; Physical medicine and rehabilitation; Physical therapy; Psychology; Sociology","score_opus":0.14258576825170033,"score_gpt":0.48654487380314554,"score_spread":0.3439591055514452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756499027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9722448,0.000053419557,0.000038659025,0.024388157,0.00043181007,0.0025205747,0.000009018696,0.00004525629,0.0002683039],"genre_scores_gemma":[0.9962302,0.0000066373295,0.0029895962,0.000077591845,0.00011723841,0.00025528175,0.000008714587,0.000026576106,0.00028817248],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99549025,0.0013050884,0.001483201,0.0007352146,0.00075819273,0.00022804612],"domain_scores_gemma":[0.9848718,0.01239089,0.00067884533,0.0010241347,0.0008944352,0.0001399132],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0038673226,0.00020743167,0.0007762975,0.00033107042,0.00016492353,0.000027019203,0.00015611187,0.00017424008,0.000027255011],"category_scores_gemma":[0.09320271,0.00017887703,0.00027078512,0.00019866643,0.00043453454,0.00032405672,0.00005890889,0.0004925655,0.00002319375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001907019,0.0062009827,0.7942288,0.0003416372,0.00008062181,0.0000031369734,0.18830992,0.00003549474,0.00003232342,0.0010246959,0.00012772523,0.0077076326],"study_design_scores_gemma":[0.005456285,0.010765444,0.7516645,0.00024307947,0.00003734742,5.4501515e-7,0.22938775,0.00005605836,0.0000030164415,0.0022603895,0.00001489635,0.00011065822],"about_ca_topic_score_codex":0.00081426307,"about_ca_topic_score_gemma":0.000883293,"teacher_disagreement_score":0.08933539,"about_ca_system_score_codex":0.00042497177,"about_ca_system_score_gemma":0.00023662756,"threshold_uncertainty_score":0.9144356},"labels":[],"label_agreement":null},{"id":"W2758326736","doi":"10.1016/j.cjca.2017.07.298","title":"THE FRAIL-D STUDY: ASSESSING FRAILTY AS A RISK FACTOR FOR OUTCOMES IN PATIENTS WITH IMPLANTABLE CARDIOVERTER DEFIBRILLATORS FOR PRIMARY PREVENTION","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Medicine; Implantable cardioverter-defibrillator; Cardiac resynchronization therapy; Sudden cardiac death; Prospective cohort study; Cohort; Primary prevention; Internal medicine; Heart failure; Emergency medicine; Disease; Ejection fraction","score_opus":0.025370768522785025,"score_gpt":0.30569829886571653,"score_spread":0.2803275303429315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2758326736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99398285,0.00013057837,0.0010904917,0.00024622423,0.0007971591,0.0014608934,0.0002589014,0.000003891685,0.0020289808],"genre_scores_gemma":[0.9989515,0.000010084516,0.0003670306,0.00007185297,0.00033727434,0.000030248326,0.000010390811,0.000030975632,0.00019062764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985817,0.00012605266,0.0004404445,0.00019413882,0.00019541572,0.00046223783],"domain_scores_gemma":[0.9979146,0.00037249055,0.00052380026,0.0004611901,0.00041900986,0.00030890637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005639933,0.00017788686,0.00089736335,0.00016089181,0.0005482967,0.00012420837,0.00024423513,0.00013133053,0.0000015396921],"category_scores_gemma":[0.0012685576,0.0001118406,0.00028995465,0.00003499519,0.00013070983,0.00025882837,0.000017662145,0.00026288084,0.0000012056616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003880596,0.0000076953975,0.96756333,0.000020467924,0.00079514435,0.0000089987125,0.00019075639,0.000046307883,0.0000033279164,0.00000561405,0.0018686131,0.029101707],"study_design_scores_gemma":[0.006993589,0.0018364763,0.96088046,0.000083087376,0.00032242975,0.00009154165,0.00025813375,0.0000021495187,0.0000095813375,0.00021448717,0.029185599,0.00012244987],"about_ca_topic_score_codex":0.0010244765,"about_ca_topic_score_gemma":0.007661417,"teacher_disagreement_score":0.028979257,"about_ca_system_score_codex":0.00038453226,"about_ca_system_score_gemma":0.0013581146,"threshold_uncertainty_score":0.45607272},"labels":[],"label_agreement":null},{"id":"W2759929961","doi":"10.5770/cgj.20.274","title":"Reversing Frailty Levels in Primary Care Using the CARES Model","year":2017,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Fraser Health; Nova Scotia Health Authority; Dalhousie University","funders":"Fraser Health Authority","keywords":"Medicine; Primary care; Reversing; Gerontology; Family medicine","score_opus":0.07643698947192129,"score_gpt":0.3062527712054382,"score_spread":0.2298157817335169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2759929961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.971803,0.003162506,0.00092370145,0.008109736,0.0017475649,0.00043550326,0.000103489416,0.000014495089,0.013699976],"genre_scores_gemma":[0.9933827,0.000077594756,0.0042995457,0.0009930175,0.00068502093,0.000001434881,0.0000067895494,0.00003289518,0.0005210229],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998592,0.00004520324,0.00030362612,0.00019005407,0.00032241282,0.00054668955],"domain_scores_gemma":[0.99822664,0.00003195647,0.0002090041,0.00061403186,0.00028030048,0.0006380605],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00035038014,0.00016100275,0.00025765676,0.00034211116,0.0013716696,0.00032028373,0.00045666975,0.00015431139,0.000035491325],"category_scores_gemma":[0.00038980297,0.00013189629,0.00010927016,0.00013601528,0.00010789747,0.00029075317,0.000056056935,0.0008188919,0.000005263266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035157232,0.00012333375,0.5826286,0.0013474764,0.00042876144,0.015179497,0.059162293,0.05070026,0.009315354,0.00041735946,0.08453427,0.19581123],"study_design_scores_gemma":[0.013120792,0.00025745234,0.8475812,0.00279824,0.0008386043,0.010297862,0.010192044,0.055913094,0.0010272309,0.0018024406,0.054228656,0.0019423958],"about_ca_topic_score_codex":0.026033973,"about_ca_topic_score_gemma":0.11242473,"teacher_disagreement_score":0.2649526,"about_ca_system_score_codex":0.0026974692,"about_ca_system_score_gemma":0.004057503,"threshold_uncertainty_score":0.9999284},"labels":[],"label_agreement":null},{"id":"W2760045808","doi":"10.5770/cgj.20.284","title":"Canadian Frailty Network (CFN) National Conference Abstracts","year":2017,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Work (physics); Medical education; Library science; Gerontology","score_opus":0.0470321636167266,"score_gpt":0.29067453660810755,"score_spread":0.24364237299138095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760045808","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23073088,0.0011729655,0.00020081589,0.14272904,0.010702457,0.0008946139,0.00059230794,0.00007250962,0.6129044],"genre_scores_gemma":[0.98404545,0.00012810169,0.0015976968,0.0032428293,0.003884725,0.0000045806814,0.000042015847,0.000039345512,0.007015284],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99758387,0.000032654607,0.00044858758,0.0002681107,0.000576607,0.0010901444],"domain_scores_gemma":[0.9935762,0.000050447827,0.0003403471,0.00051199587,0.0010151272,0.0045058276],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007367198,0.0002273476,0.00030109708,0.00048412074,0.0018054909,0.0007641186,0.0006112016,0.00027796172,0.001726001],"category_scores_gemma":[0.0015835243,0.00023678037,0.00013127502,0.00015560178,0.000113568974,0.00035505142,0.00002810208,0.0009644441,0.00040362362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036738373,0.00002577731,0.054909144,0.00003377576,0.00018073908,0.0038347028,0.00030650405,0.00070493127,0.000036966445,0.0023542973,0.91802776,0.019548664],"study_design_scores_gemma":[0.0011037148,0.00005979407,0.49337083,0.00010204542,0.00005710483,0.0023311644,0.00003938435,0.00023225273,0.000013871119,0.0030473564,0.49933973,0.00030274282],"about_ca_topic_score_codex":0.67479306,"about_ca_topic_score_gemma":0.9828653,"teacher_disagreement_score":0.75331455,"about_ca_system_score_codex":0.0025233508,"about_ca_system_score_gemma":0.020456992,"threshold_uncertainty_score":0.999494},"labels":[],"label_agreement":null},{"id":"W2760815843","doi":"10.1017/cem.2017.412","title":"Using the Bergman-Paris Question to screen seniors in the emergency department","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Institut Universitaire de Gériatrie de Montréal; Innovation and Economic Development Trois Rivières; Schwartz/Reisman Emergency Medicine Institute; Hôpital du Sacré-Cœur de Montréal; Centre for Interdisciplinary Research in Rehabilitation; Université de Montréal; Cegep de Trois-Rivieres; Université Laval; Centre Hospitalier de l’Université de Montréal; Health Sciences Centre; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; Hôpital de l'Enfant-Jésus","funders":"","keywords":"Emergency department; Medicine; Odds ratio; Prospective cohort study; Geriatrics; Cohort; Cohort study; Confidence interval; Psychiatry; Internal medicine","score_opus":0.12367485228772411,"score_gpt":0.40141324156197444,"score_spread":0.2777383892742503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760815843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83853817,0.0032311473,0.0005367577,0.13860385,0.010591722,0.00084531185,0.000018828947,0.0000064480214,0.00762776],"genre_scores_gemma":[0.99475247,0.0006193419,0.0002330881,0.0007232029,0.0024443245,0.000007797819,0.000007427896,0.000027002325,0.0011853774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99754405,0.00017193037,0.001013908,0.00018547043,0.00059855316,0.00048608793],"domain_scores_gemma":[0.9973879,0.00004152186,0.0005267828,0.0008424577,0.00041013907,0.0007911987],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019279148,0.00021534447,0.00040717408,0.0003448763,0.0005460081,0.00001416893,0.0007658545,0.00008479018,0.002176613],"category_scores_gemma":[0.0019929102,0.00011812267,0.00014003953,0.00033064242,0.00014557391,0.00016969371,0.000024098646,0.0005195227,0.000014521149],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011715018,0.00006748235,0.5629777,0.00006387001,0.00020917742,0.0008562844,0.009041791,0.00016287001,0.0006886645,0.0005136286,0.41745993,0.007841458],"study_design_scores_gemma":[0.0016124498,0.0010584138,0.8172756,0.0011106757,0.0005036938,0.0004183146,0.0028442147,0.0002573796,0.000079276826,0.00058059004,0.17399688,0.00026250913],"about_ca_topic_score_codex":0.05835839,"about_ca_topic_score_gemma":0.19801255,"teacher_disagreement_score":0.2542979,"about_ca_system_score_codex":0.00026379272,"about_ca_system_score_gemma":0.0006159815,"threshold_uncertainty_score":0.99873555},"labels":[],"label_agreement":null},{"id":"W2760908289","doi":"10.1017/s0714980817000393","title":"Rules to Identify Persons with Frailty in Administrative Health Databases","year":2017,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; University of British Columbia; University of Calgary; Hôpital du Saint-Sacrement; Université Laval; University of Toronto; Institute of Population and Public Health; Dalhousie University","funders":"","keywords":"Nova scotia; Medicine; Gerontology; Descriptive statistics; Population; Identification (biology); Database; Demography; Environmental health; Geography","score_opus":0.057781152496060396,"score_gpt":0.3375684837599825,"score_spread":0.2797873312639221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760908289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88581645,0.0002863491,0.00010161124,0.108740196,0.0005595145,0.00064901233,0.00041231592,0.000016498052,0.0034180703],"genre_scores_gemma":[0.9916959,0.00006271619,0.0015057867,0.0045392914,0.00038433648,0.000037607184,0.0000721196,0.0000596651,0.001642623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974807,0.00012326367,0.00049533945,0.0005172396,0.00020295581,0.0011804835],"domain_scores_gemma":[0.9940601,0.0000931984,0.00034178575,0.0009097252,0.00018849401,0.004406669],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00088146975,0.00034567836,0.00055501825,0.0006888675,0.0010552822,0.00038125747,0.0005021752,0.000058221052,0.0003215596],"category_scores_gemma":[0.0008600137,0.00031607458,0.0000931835,0.00017520496,0.00017545803,0.00027032432,0.000032562028,0.00074891944,0.000043049495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005055124,0.0004672476,0.59454113,0.0009802977,0.00081785076,0.07676911,0.0729993,0.0005048412,0.00036062152,0.0109541435,0.1603515,0.08074844],"study_design_scores_gemma":[0.0019225794,0.0010672185,0.6546782,0.0055961753,0.00004994676,0.00303372,0.004086825,0.000057935133,0.0000772813,0.000040265877,0.32893404,0.00045575324],"about_ca_topic_score_codex":0.17507382,"about_ca_topic_score_gemma":0.9545042,"teacher_disagreement_score":0.7794304,"about_ca_system_score_codex":0.002578918,"about_ca_system_score_gemma":0.0033725237,"threshold_uncertainty_score":0.99992913},"labels":[],"label_agreement":null},{"id":"W2760949640","doi":"10.1093/eurheartj/ehx504.p4697","title":"P4697Prognosis impact of frailty assessed by the Edmonton Frail Scale in the setting of acute coronary syndrome in the elderly","year":2017,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Acute coronary syndrome; Frailty syndrome; Gerontology; Intensive care medicine; Internal medicine; Frailty Index; Myocardial infarction","score_opus":0.04673809865928635,"score_gpt":0.3484635937523041,"score_spread":0.30172549509301777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760949640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9761093,0.00038723866,0.000013848451,0.019541603,0.00011736283,0.00045944826,0.000035418936,0.000008173618,0.0033275536],"genre_scores_gemma":[0.99884045,0.00011103465,0.00018164155,0.000509495,0.00013437915,0.00000507162,0.000007072983,0.00003623836,0.00017458774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967522,0.0012596408,0.00065525755,0.00019737321,0.0007302996,0.000405256],"domain_scores_gemma":[0.9978523,0.0004611987,0.0005247372,0.00096064794,0.00011018465,0.000090907626],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004143449,0.00021355285,0.00042406475,0.000100967314,0.0003585265,0.00014824311,0.0011201018,0.000058513222,0.00009752849],"category_scores_gemma":[0.0004043689,0.00010063708,0.00029920388,0.00020155867,0.00026388626,0.00027452648,0.000112441274,0.0013237762,0.00001667555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001435786,0.00041585608,0.9387224,0.00003581832,0.00016817066,0.0006108023,0.005237242,0.000014892874,0.006972323,0.0000029046096,0.040339183,0.007336887],"study_design_scores_gemma":[0.0016612761,0.0012789251,0.98761815,0.00053794024,0.000096049975,0.006499367,0.00083364116,0.000073569674,0.00020226666,0.000027443102,0.0010721363,0.000099249475],"about_ca_topic_score_codex":0.00034431572,"about_ca_topic_score_gemma":0.000111603054,"teacher_disagreement_score":0.04889579,"about_ca_system_score_codex":0.000063823565,"about_ca_system_score_gemma":0.00013143696,"threshold_uncertainty_score":0.57512224},"labels":[],"label_agreement":null},{"id":"W2761070441","doi":"10.11124/jbisrir-2017-003363","title":"Diagnostic test accuracy of self-reported frailty screening instruments in identifying community-dwelling older people at risk of frailty and pre-frailty: a systematic review protocol","year":2017,"lang":"en","type":"review","venue":"The JBI Database of Systematic Reviews and Implementation Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Canadian Institutes of Health Research; University of Adelaide; Australian Government","keywords":"Gerontology; Frailty Index; Medicine; Test (biology); Protocol (science); Older people; Alternative medicine; Pathology","score_opus":0.1761758494507376,"score_gpt":0.4677251582685489,"score_spread":0.29154930881781127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761070441","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011514467,0.6687509,0.00013526801,0.000016818944,0.00006636744,0.32944793,0.0003880794,0.000022003916,0.000021228214],"genre_scores_gemma":[0.00080027536,0.8724248,0.0011087075,0.000028524166,0.000023973555,0.1244897,0.0009801211,0.0000826319,0.0000612561],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9785174,0.0047658626,0.014261056,0.00072167703,0.0012948328,0.0004391672],"domain_scores_gemma":[0.949292,0.009327669,0.036044262,0.0046474207,0.00048103512,0.00020762115],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01964436,0.0009627733,0.011298877,0.00041111562,0.00040867884,0.00008437895,0.0006176646,0.00019661643,0.00009443987],"category_scores_gemma":[0.047539286,0.00058691873,0.00073205034,0.0005855348,0.00019289317,0.0005421878,0.0008917723,0.000773691,0.0000038799644],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006839384,0.0002302199,0.004274881,0.98090315,0.0010968873,0.000040585262,0.0014975739,1.1603611e-7,0.000006507448,0.000002288743,0.00018164613,0.011759332],"study_design_scores_gemma":[0.0011360005,0.00017159992,0.0012158281,0.9679054,0.021933528,0.0021736063,0.00052907434,0.000025753709,0.000021942844,0.000008585026,0.004474016,0.0004046874],"about_ca_topic_score_codex":0.0020814238,"about_ca_topic_score_gemma":0.00069908914,"teacher_disagreement_score":0.20495822,"about_ca_system_score_codex":0.00018544713,"about_ca_system_score_gemma":0.00034375355,"threshold_uncertainty_score":0.9996582},"labels":[],"label_agreement":null},{"id":"W2761398520","doi":"10.23937/2469-5858/1510032","title":"Toward Developing a Novel Neurocognitive Frailty Index in the Elderly","year":2017,"lang":"en","type":"article","venue":"Journal of Geriatric Medicine and Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Université de Moncton","funders":"","keywords":"Vulnerability (computing); Gerontology; Institutionalisation; Neurocognitive; Quality of life (healthcare); Intervention (counseling); Index (typography); Frailty Index; Developing country; Psychology; Medicine; Cognition; Economic growth; Nursing; Psychiatry; Computer science; Computer security","score_opus":0.13334409137946676,"score_gpt":0.36954677448063805,"score_spread":0.2362026831011713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761398520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85305005,0.0019285408,0.004981241,0.13287105,0.000905788,0.0003656533,0.0000016581098,0.000007211496,0.005888827],"genre_scores_gemma":[0.993974,0.0006468252,0.0010430794,0.0030484442,0.0010708916,0.000005305708,0.0000012124127,0.0000111974405,0.0001990983],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99838334,0.000091703216,0.0006875432,0.0001836412,0.0003649339,0.00028881457],"domain_scores_gemma":[0.9980822,0.00047907015,0.000732304,0.00029575135,0.00028068767,0.00012995963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093987474,0.00017565288,0.0006866011,0.0002963344,0.00014210389,0.000026145426,0.00034112975,0.00015193419,0.000049482012],"category_scores_gemma":[0.0028612742,0.00010057652,0.00007076696,0.000119776145,0.00031117132,0.00017525241,0.00005870522,0.00064145605,0.0000024177982],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037765238,0.00073213706,0.22402082,0.0008507094,0.0007070485,0.009901183,0.043096825,0.0000024475244,0.0026744832,0.0026284799,0.036396615,0.67521274],"study_design_scores_gemma":[0.011731254,0.0032204818,0.9529039,0.00045078716,0.00025173443,0.013243577,0.0034432746,0.000045459463,0.000032877724,0.0012985134,0.013224604,0.00015349196],"about_ca_topic_score_codex":0.00023070285,"about_ca_topic_score_gemma":0.00017615093,"teacher_disagreement_score":0.72888315,"about_ca_system_score_codex":0.000044720015,"about_ca_system_score_gemma":0.00025053418,"threshold_uncertainty_score":0.41013914},"labels":[],"label_agreement":null},{"id":"W2761736974","doi":"10.1111/jgs.15100","title":"Effect of Preoperative Geriatric Evaluation on Outcomes After Elective Surgery: A Population‐Based Study","year":2017,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto General Hospital; University of Toronto; St. Michael's Hospital; Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"Ottawa Hospital; University of Toronto; Canadian Institutes of Health Research; Canadian Anesthesiologists' Society; Institute for Clinical Evaluative Sciences; University of Ottawa; Ontario Ministry of Health and Long-Term Care; Johns Hopkins University","keywords":"Medicine; Geriatrics; Elective surgery; Preoperative care; MEDLINE; Surgery; General surgery; Gerontology; Intensive care medicine; Psychiatry","score_opus":0.020066073632304803,"score_gpt":0.35041858941941445,"score_spread":0.33035251578710967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761736974","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99613446,0.00006751748,0.000050550738,0.0018617141,0.00058777694,0.0012237373,0.000011622899,0.000008932726,0.000053715234],"genre_scores_gemma":[0.9988321,0.000017690443,0.00044424174,0.000286864,0.00027392324,0.00003675301,0.000001902005,0.000029303796,0.0000772244],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966687,0.0008520242,0.0006853032,0.00020975589,0.0013657415,0.00021850086],"domain_scores_gemma":[0.9941331,0.0010781507,0.003091955,0.00078142877,0.00081688195,0.000098448334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030969474,0.00024032299,0.0010247139,0.00015285147,0.00026343935,0.000057644927,0.0003404913,0.00005632955,0.000028437134],"category_scores_gemma":[0.004073478,0.00013928999,0.0010934707,0.0005010526,0.00013160497,0.0001716809,0.0000768721,0.00042290962,0.0000023428565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013264396,0.00042495312,0.9895835,0.000045479675,0.00047341455,0.0000050895333,0.0010137889,0.00021726967,0.00011771165,3.756026e-7,0.0011679978,0.0056239692],"study_design_scores_gemma":[0.0029534088,0.0030098222,0.9912899,0.0000697629,0.0012793931,0.0000104182445,0.0002689968,0.00043086268,0.0005394806,0.000016601962,0.000009723201,0.00012161397],"about_ca_topic_score_codex":0.0002065981,"about_ca_topic_score_gemma":0.000012011728,"teacher_disagreement_score":0.0055023553,"about_ca_system_score_codex":0.00057215174,"about_ca_system_score_gemma":0.00045847846,"threshold_uncertainty_score":0.56800807},"labels":[],"label_agreement":null},{"id":"W2762393088","doi":"10.1111/opn.12169","title":"Optimising mobility through the sit‐to‐stand activity for older people living in residential care facilities: A qualitative interview study of healthcare aide experiences","year":2017,"lang":"en","type":"article","venue":"International Journal of Older People Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta; Alberta Innovates - Health Solutions","keywords":"Workload; Feeling; Qualitative research; Activities of daily living; Psychological intervention; Health care; Nursing; Assisted living; Psychology; Work (physics); Gerontology; Medicine; Social psychology; Sociology; Management","score_opus":0.09241499663629729,"score_gpt":0.4529491093868542,"score_spread":0.3605341127505569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762393088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9729359,0.0007198862,0.012146404,0.011293977,0.0015693625,0.0011982112,0.000044228516,0.000009672003,0.00008234566],"genre_scores_gemma":[0.99812645,0.000034459008,0.0012973082,0.000071956936,0.00029585083,0.000064740336,0.00000259998,0.00002345712,0.00008318649],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9967042,0.00045618843,0.0009913085,0.00035087916,0.0011795915,0.0003178282],"domain_scores_gemma":[0.9955373,0.0010870836,0.0009940715,0.00046794282,0.0017893458,0.00012426097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013311559,0.00023620679,0.00069248717,0.00025506227,0.0003167566,0.00021773396,0.0008222236,0.00008317482,0.000055701734],"category_scores_gemma":[0.0022208462,0.0001849058,0.00025258597,0.0001486949,0.00017140525,0.00091006537,0.00014766074,0.00041226696,6.3492644e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067759206,0.00087119924,0.013067775,0.00037189617,0.00016398754,0.000017780225,0.97296214,0.00022882177,0.00014306662,0.000012357474,0.00016716479,0.01131619],"study_design_scores_gemma":[0.0022712317,0.00086409244,0.2767036,0.0065329433,0.00006089939,0.00008649211,0.7122376,0.00014268584,0.0008267286,0.000118192256,0.000027044764,0.00012848516],"about_ca_topic_score_codex":0.004859632,"about_ca_topic_score_gemma":0.009125581,"teacher_disagreement_score":0.2636358,"about_ca_system_score_codex":0.0007600854,"about_ca_system_score_gemma":0.00038274983,"threshold_uncertainty_score":0.75402397},"labels":[],"label_agreement":null},{"id":"W2763459647","doi":"10.1016/j.ejim.2017.09.026","title":"Recognising older frail patients near the end of life: What next?","year":2017,"lang":"en","type":"review","venue":"European Journal of Internal Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute; Mount Sinai Hospital","funders":"","keywords":"Medicine; Multidisciplinary approach; Intervention (counseling); Palliative care; Vulnerability (computing); Gerontology; Advance care planning; End-of-life care; Aging in place; Multimorbidity; Service (business); Nursing; Family medicine; Chronic disease","score_opus":0.10639212386641565,"score_gpt":0.3589484065248589,"score_spread":0.2525562826584432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763459647","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00062412664,0.98548853,0.00009359818,0.0018954449,0.0055212188,0.00055505865,0.000008274984,0.000012397007,0.0058013415],"genre_scores_gemma":[0.0022195878,0.99050975,0.00030947317,0.0010347404,0.0043551675,0.000001512266,0.000018828892,0.00017612195,0.0013748006],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99357694,0.0010685857,0.0032344132,0.00033920284,0.0013925725,0.0003883081],"domain_scores_gemma":[0.99058014,0.00069725135,0.0060303444,0.0010534293,0.0010869467,0.0005518986],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029946908,0.0006354323,0.0033613823,0.00039142874,0.00017686171,0.00031104445,0.0016159653,0.00012483189,0.00084764505],"category_scores_gemma":[0.0066012205,0.00032032642,0.0009905996,0.00017260102,0.0012729637,0.0006706908,0.00027808617,0.0022871075,0.00015357444],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014801836,0.00012446905,0.00009700201,0.004462517,0.0009567257,0.00088092865,0.0010478859,1.6016045e-7,0.0000016301186,0.0000012045941,0.0198306,0.9724489],"study_design_scores_gemma":[0.00269141,0.0018898821,0.0007519805,0.25304192,0.0019164025,0.0015939958,0.00021756248,0.0000019611969,0.000001673315,0.000003248758,0.7377159,0.00017408209],"about_ca_topic_score_codex":0.000026273181,"about_ca_topic_score_gemma":0.0000020659807,"teacher_disagreement_score":0.9722748,"about_ca_system_score_codex":0.00015065756,"about_ca_system_score_gemma":0.00060965103,"threshold_uncertainty_score":0.9999249},"labels":[],"label_agreement":null},{"id":"W2763535019","doi":"10.1016/j.jamda.2017.08.007","title":"Facility-Level Factors and Outcomes After Skilled Nursing Facility Admission for Trauma and Surgical Patients","year":2017,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Agency for Healthcare Research and Quality; National Institutes of Health; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Medicine; Odds ratio; Confidence interval; Emergency medicine; Specialty; Retrospective cohort study; Staffing; Internal medicine; Nursing; Family medicine","score_opus":0.020750255873687177,"score_gpt":0.32582161784616753,"score_spread":0.30507136197248036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763535019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989338,0.00005861364,0.000052670086,0.009556463,0.00053240004,0.0002760599,0.0001325528,0.000010020813,0.000043252505],"genre_scores_gemma":[0.9991544,0.000065232365,0.00015490799,0.00019261744,0.00009920437,0.0000041002054,0.000007784912,0.000007991095,0.00031378987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977307,0.00019052533,0.0005246258,0.00018358034,0.0011220106,0.00024859016],"domain_scores_gemma":[0.99691916,0.0008844658,0.0012354845,0.00022306222,0.00028761267,0.00045022517],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009501037,0.00017474892,0.00069818506,0.00006128839,0.00027009274,0.000055868015,0.0001703568,0.00012728942,0.00003927207],"category_scores_gemma":[0.019162567,0.00009683057,0.0002571759,0.000056462843,0.00032628851,0.00015873351,0.000056697292,0.0003894721,6.807389e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032476574,0.00019691754,0.88479,0.000022287082,0.00010829149,0.000003895546,0.0005737852,5.5320076e-8,0.000015309368,4.2677766e-7,0.00073393824,0.113230295],"study_design_scores_gemma":[0.0031079678,0.000284793,0.99435776,0.0002379765,0.00016771987,0.000011804987,0.00012622192,0.000035822704,0.00014084563,0.000045467357,0.0013841181,0.00009951026],"about_ca_topic_score_codex":0.00014250455,"about_ca_topic_score_gemma":0.000026438753,"teacher_disagreement_score":0.113130786,"about_ca_system_score_codex":0.00042083897,"about_ca_system_score_gemma":0.00011087557,"threshold_uncertainty_score":0.98909944},"labels":[],"label_agreement":null},{"id":"W2764260680","doi":"10.1093/infdis/jix549","title":"Reply to Skowronski et al","year":2017,"lang":"fr","type":"letter","venue":"The Journal of Infectious Diseases","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine","score_opus":0.01657811513845849,"score_gpt":0.30575927886921944,"score_spread":0.28918116373076097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2764260680","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03092091,0.0115815755,0.00037181095,0.9378185,0.010996783,0.00078141986,0.00025506693,0.000061252314,0.007212646],"genre_scores_gemma":[0.109758854,0.0031824582,0.00006306414,0.8580925,0.014011948,0.000015033729,0.00003080429,0.00015795945,0.014687416],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99533707,0.000904342,0.0012143888,0.00033827726,0.0013528109,0.0008530928],"domain_scores_gemma":[0.9927071,0.0018169623,0.0019302269,0.0017501683,0.0009764455,0.00081914064],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013771349,0.00067948847,0.0012610662,0.00044435877,0.0005271659,0.00023831212,0.0011898722,0.0002797612,0.0012410901],"category_scores_gemma":[0.00676071,0.00045064147,0.000859754,0.00018902695,0.00055257056,0.000377677,0.00028525572,0.0031946634,0.0011248642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050728203,0.00043373188,0.01456943,0.00029633287,0.0011760577,0.0030180195,0.00073791563,0.0002929954,0.00010687571,0.000021225615,0.97206676,0.0067734006],"study_design_scores_gemma":[0.002560615,0.0024273987,0.037307568,0.0049809786,0.0032292393,0.01100483,0.000097167365,0.000011861127,0.000073138704,0.00045870696,0.9374014,0.00044710626],"about_ca_topic_score_codex":0.0006412751,"about_ca_topic_score_gemma":0.00006591236,"teacher_disagreement_score":0.07972607,"about_ca_system_score_codex":0.00070082844,"about_ca_system_score_gemma":0.001299516,"threshold_uncertainty_score":0.99979454},"labels":[],"label_agreement":null},{"id":"W2765364617","doi":"10.1016/j.jamda.2017.09.002","title":"Frailty and Mortality Outcomes After Percutaneous Coronary Intervention: A Systematic Review and Meta-Analysis","year":2017,"lang":"en","type":"review","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Conventional PCI; Percutaneous coronary intervention; Hazard ratio; Confidence interval; Meta-analysis; Internal medicine; Subgroup analysis; Mortality rate; Proportional hazards model; Gerontology; Myocardial infarction","score_opus":0.08452171732258358,"score_gpt":0.4167676587569956,"score_spread":0.33224594143441205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765364617","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007251856,0.9944608,0.0000070627093,0.0034658413,0.00018207285,0.0010405463,0.00007786484,0.000011977939,0.000028644617],"genre_scores_gemma":[0.0024124188,0.9939064,0.000054815697,0.0014593634,0.00008873255,0.000055890465,0.000010550841,0.000030683666,0.0019811385],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9936164,0.0017946712,0.0021530208,0.0002919963,0.0019160027,0.00022788963],"domain_scores_gemma":[0.9886577,0.0012661375,0.008675953,0.0007019121,0.00033150084,0.0003667999],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0037260149,0.00043181187,0.012042495,0.00020652408,0.00009999864,0.00006938701,0.00043676444,0.00021847256,0.000327418],"category_scores_gemma":[0.01624546,0.00020565193,0.005513058,0.00038916848,0.0002596504,0.00009922719,0.00018841164,0.0009977472,0.0000045982542],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012340284,0.0001759734,0.01694633,0.46658707,0.4833021,0.00038553923,0.00007504181,2.5589365e-8,1.9452774e-8,7.4460695e-7,0.0011749587,0.031339858],"study_design_scores_gemma":[0.00014827872,0.00009878812,0.02668367,0.052175004,0.9109219,0.0015114539,0.000010987624,0.0000022175157,1.1534351e-8,0.000006072103,0.008264368,0.00017730397],"about_ca_topic_score_codex":0.00019234535,"about_ca_topic_score_gemma":0.00010488275,"teacher_disagreement_score":0.42761976,"about_ca_system_score_codex":0.0005711746,"about_ca_system_score_gemma":0.0002481032,"threshold_uncertainty_score":0.9920411},"labels":[],"label_agreement":null},{"id":"W2765511848","doi":"10.1017/s0714980817000319","title":"Aging and Frailty in First Nations Communities","year":2017,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Gerontology; Healthy aging; Medicine; Demography; Sociology","score_opus":0.02586596824963788,"score_gpt":0.2581849619861405,"score_spread":0.2323189937365026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765511848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9302049,0.00056261296,0.000017342481,0.057815935,0.0006635125,0.00028751537,0.000045430163,0.000015197688,0.010387519],"genre_scores_gemma":[0.996309,0.00046363365,0.00021932299,0.0012572758,0.00029709417,0.000020417157,0.000020957987,0.000041572363,0.001370756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984755,0.000079395155,0.0003897039,0.00021636026,0.00011002595,0.000729039],"domain_scores_gemma":[0.9971218,0.00022842213,0.00020883822,0.00065953424,0.00016979786,0.0016115948],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006882597,0.0002404233,0.00034932664,0.00087678985,0.002195337,0.00045082974,0.00040181642,0.000088474306,0.00024321112],"category_scores_gemma":[0.0008801789,0.0002518868,0.000075573465,0.00013489256,0.0002460042,0.0002452214,0.000042865384,0.00075992435,0.000010817676],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029036597,0.00009841056,0.90038115,0.0005726443,0.0002478321,0.009536514,0.04423616,0.00052844646,0.00004600519,0.013877161,0.008684356,0.021762269],"study_design_scores_gemma":[0.0019729314,0.0001664327,0.53345454,0.004706186,0.000057606117,0.0023863332,0.0037564985,0.0007244604,0.000027016238,0.00024471915,0.45212752,0.00037577652],"about_ca_topic_score_codex":0.17822865,"about_ca_topic_score_gemma":0.98295313,"teacher_disagreement_score":0.80472445,"about_ca_system_score_codex":0.0013366727,"about_ca_system_score_gemma":0.0005864924,"threshold_uncertainty_score":0.9999933},"labels":[],"label_agreement":null},{"id":"W2765621914","doi":"10.1016/j.jacc.2017.06.024","title":"Frailty in Older Adults Undergoing Aortic Valve Replacement","year":2017,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":788,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Heart Institute; Université de Montréal; Centre Hospitalier de l’Université de Montréal; University of Manitoba; Jewish General Hospital; St. Boniface Hospital; St. Michael's Hospital; McGill University; Hôpital du Sacré-Cœur de Montréal; University of Ottawa; McGill University Health Centre; University of Toronto; Hamilton Health Sciences; McMaster University; St. Paul's Hospital; Population Health Research Institute","funders":"","keywords":"Medicine; Confidence interval; Odds ratio; Valve replacement; Aortic valve replacement; Cohort; Prospective cohort study; Internal medicine; Cardiology; Gerontology; Stenosis","score_opus":0.017869048238588713,"score_gpt":0.30233130627756283,"score_spread":0.2844622580389741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765621914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98803717,0.0002111272,0.00014977195,0.007966983,0.00073391094,0.00030925023,0.000015260428,0.0000046262116,0.002571912],"genre_scores_gemma":[0.99776506,0.00020577895,0.0008153071,0.0003997259,0.00034320095,0.0000042113747,3.7969647e-7,0.000018994195,0.00044736074],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981797,0.00022486586,0.0007474024,0.00017602132,0.00039077157,0.00028125395],"domain_scores_gemma":[0.9965572,0.0003067629,0.0018146688,0.00094410114,0.00026918386,0.00010809905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006342933,0.00015434303,0.0010854879,0.00016455221,0.00010083665,0.0000066479265,0.0005630955,0.00006291259,0.00001632565],"category_scores_gemma":[0.0019195569,0.00010355807,0.00056121865,0.00015337819,0.0006407709,0.00008789003,0.00019380904,0.0004299019,0.0000031802347],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031900543,0.00014043276,0.9706379,0.00013918745,0.0009719975,0.00037124098,0.00030203586,0.00036150863,0.0019028184,0.00008393522,0.016551053,0.0053478265],"study_design_scores_gemma":[0.004740801,0.0014077841,0.9869397,0.0008583291,0.00021294474,0.0019297696,0.001090517,0.00006940376,0.00093597505,0.00019275815,0.0015120746,0.000109902954],"about_ca_topic_score_codex":0.00006686461,"about_ca_topic_score_gemma":0.00006420036,"teacher_disagreement_score":0.016301831,"about_ca_system_score_codex":0.00020925695,"about_ca_system_score_gemma":0.00041373682,"threshold_uncertainty_score":0.42229757},"labels":[],"label_agreement":null},{"id":"W2765823291","doi":"10.1016/j.wneu.2017.10.092","title":"Assessment of a Novel Adult Cervical Deformity Frailty Index as a Component of Preoperative Risk Stratification","year":2017,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Confidence interval; Odds ratio; Incidence (geometry); Logistic regression; Deformity; Surgery; Spinal deformity; Internal medicine; Standard error; Frailty Index","score_opus":0.04494574823358399,"score_gpt":0.33586808122425105,"score_spread":0.29092233299066705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765823291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894718,0.000011603277,0.0008749357,0.0016866561,0.00037109805,0.00065563805,0.00012024045,0.000037428134,0.00677063],"genre_scores_gemma":[0.9978533,0.000027229453,0.0008825085,0.00028784576,0.00007821832,0.000044985507,0.000035913657,0.000026745382,0.00076329336],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99783295,0.00009978924,0.00077892124,0.0004035979,0.0006392107,0.00024552373],"domain_scores_gemma":[0.9968904,0.0003477477,0.0009498968,0.0012095463,0.00043376294,0.00016859922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033932202,0.0002187965,0.00060536445,0.00019360372,0.00017872124,0.000037937407,0.00025032667,0.00008624361,0.00011210752],"category_scores_gemma":[0.0010504968,0.00019035273,0.00020476076,0.00016989959,0.00032384016,0.00020469607,0.00012520983,0.00045122608,0.000007010532],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024774345,0.0015161859,0.95804125,0.00022817071,0.00008843469,0.000017703447,0.0001824152,0.00007675122,0.034450162,0.001668863,0.00050262676,0.0029797163],"study_design_scores_gemma":[0.0015780465,0.00019824998,0.962285,0.00028353813,0.00008517883,0.000031373795,0.0000341698,0.0059896214,0.029121513,0.000080242025,0.00017248765,0.00014057348],"about_ca_topic_score_codex":0.0008995502,"about_ca_topic_score_gemma":0.00048122427,"teacher_disagreement_score":0.00838149,"about_ca_system_score_codex":0.00006836975,"about_ca_system_score_gemma":0.0002812507,"threshold_uncertainty_score":0.77623594},"labels":[],"label_agreement":null},{"id":"W2765829869","doi":"10.1016/j.jval.2017.08.2373","title":"The Early Bird Catches The Worm: Measuring The Potential Value Of Mesenchymal Stem Cells Therapy For Septic Shock Using The Early Health Economic Evaluation","year":2017,"lang":"en","type":"article","venue":"Value in Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; University of Toronto; Ottawa Hospital","funders":"","keywords":"Medicine; Septic shock; Quality-adjusted life year; Cost–benefit analysis; Willingness to pay; Sepsis; Economic evaluation; Health care; Cost-effectiveness analysis; Intensive care medicine; Emergency medicine; Cost effectiveness; Surgery; Risk analysis (engineering); Pathology","score_opus":0.1269467254872112,"score_gpt":0.35639127866096726,"score_spread":0.22944455317375606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765829869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94359493,0.003963787,0.00033847708,0.04524697,0.0013827028,0.005373661,0.000021058106,0.000036090398,0.000042299976],"genre_scores_gemma":[0.99700713,0.0009816563,0.00028882895,0.0007153428,0.00062643486,0.00016694589,0.0000018385448,0.00007856666,0.00013326116],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9955227,0.0013817301,0.0010594579,0.00042962626,0.0008140578,0.00079246156],"domain_scores_gemma":[0.99557287,0.0011642387,0.0011489893,0.0017697135,0.00019887493,0.00014529582],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01142869,0.00028430647,0.0005144107,0.00008419499,0.0022161838,0.00022289202,0.0009848212,0.00010873315,0.000007230198],"category_scores_gemma":[0.00019906768,0.00013542376,0.00023630366,0.00012150049,0.00041672273,0.00018741295,0.00011235813,0.0005499422,0.00001154739],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003417292,0.0007152518,0.09292284,0.0018743923,0.0013203174,0.000008261004,0.12590249,0.28433144,0.006040469,0.004756122,0.0029315648,0.47577956],"study_design_scores_gemma":[0.007485213,0.0022472586,0.4519889,0.0015146895,0.00019417709,0.000070063674,0.006578863,0.5216986,0.003144415,0.0033374138,0.0012938693,0.00044651018],"about_ca_topic_score_codex":0.0512818,"about_ca_topic_score_gemma":0.0016920854,"teacher_disagreement_score":0.47533306,"about_ca_system_score_codex":0.0009071364,"about_ca_system_score_gemma":0.0024503588,"threshold_uncertainty_score":0.9990828},"labels":[],"label_agreement":null},{"id":"W2765842026","doi":"10.1007/s00134-017-4974-y","title":"Frailty in the age of VIPs (very old intensive care patients)","year":2017,"lang":"en","type":"letter","venue":"Intensive Care Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Canadian Frailty Network","keywords":"Medicine; Pain medicine; Anesthesiology; Intensive care; Intensive care medicine; MEDLINE; Emergency medicine; Pediatrics; Medical emergency; Anesthesia","score_opus":0.03736381644185387,"score_gpt":0.30486248700323376,"score_spread":0.2674986705613799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765842026","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05981562,0.007889602,0.000014036005,0.90876967,0.006304512,0.0037463747,0.00071468286,0.00010047222,0.012645009],"genre_scores_gemma":[0.2198503,0.00021605434,0.000024335044,0.7640172,0.0048077973,0.00011444023,0.007931748,0.00015557643,0.0028825302],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99428076,0.00029903048,0.001340703,0.0011425958,0.0020299507,0.0009069548],"domain_scores_gemma":[0.96148026,0.0010226369,0.00095976435,0.0030450327,0.033348043,0.00014423973],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0002455376,0.0010505996,0.0026934233,0.0007704714,0.00013776371,0.000029414721,0.0013842054,0.0014698122,0.00024136527],"category_scores_gemma":[0.024536442,0.00066612865,0.0005295314,0.0003272567,0.002022753,0.00011031867,0.00034725206,0.0054444075,0.000096419484],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019042278,0.000018675497,0.0098720305,0.0020533886,0.00023744533,0.0119790165,0.06682427,3.013475e-7,0.00010102071,0.0000028334762,0.90512395,0.0035966728],"study_design_scores_gemma":[0.006628479,0.0023984981,0.027883265,0.015756084,0.0011082625,0.00035807613,0.16896263,0.0000022317292,0.00028539076,0.000045093682,0.77593356,0.0006384192],"about_ca_topic_score_codex":0.003259106,"about_ca_topic_score_gemma":0.0005044411,"teacher_disagreement_score":0.16003469,"about_ca_system_score_codex":0.0006525934,"about_ca_system_score_gemma":0.00032527273,"threshold_uncertainty_score":0.9998265},"labels":[],"label_agreement":null},{"id":"W2766428491","doi":"10.1016/j.jalz.2017.06.1131","title":"[P2–474]: TOWARD DEVELOPING AND VALIDATING A NOVEL COGNITIVE FRAILTY INDEX","year":2017,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Université de Moncton","funders":"","keywords":"Dementia; Multivariate statistics; Logistic regression; Cognition; Cohort; Gerontology; Proportional hazards model; Observational study; Neuropsychology; Multivariate analysis; Medicine; Cohort study; Cognitive decline; Psychology; Internal medicine; Psychiatry; Statistics","score_opus":0.10647668530637087,"score_gpt":0.3479989248786967,"score_spread":0.24152223957232583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766428491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8997236,0.02959337,0.030827187,0.0115998285,0.001384085,0.0021288465,0.00008562131,0.00035610524,0.024301343],"genre_scores_gemma":[0.9852345,0.000056676206,0.013147545,0.0011725891,0.00021089714,0.00004175818,0.000043601656,0.000044980545,0.000047464328],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983628,0.000023361923,0.0003463923,0.00048375726,0.0003507391,0.00043295746],"domain_scores_gemma":[0.99877346,0.00010033484,0.000258624,0.00047075996,0.00021051585,0.00018631005],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025306043,0.0002634357,0.00034113365,0.000084498046,0.0004788613,0.00018938117,0.00022165723,0.00013122486,0.0001583005],"category_scores_gemma":[0.00044652724,0.00025633597,0.00006969101,0.00006473142,0.00022253128,0.00035882377,0.00038069367,0.00026701274,0.000080312726],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025229066,0.00028832842,0.47119227,0.00012505677,0.02878445,0.00017149912,0.004143037,0.0000011265781,0.008370468,0.0010798933,0.0022475321,0.48334405],"study_design_scores_gemma":[0.007000656,0.00021010159,0.9104921,0.00089483015,0.014890518,0.00018452531,0.0007325983,0.00055568595,0.05428816,0.0003251475,0.009695112,0.00073055824],"about_ca_topic_score_codex":0.00037518985,"about_ca_topic_score_gemma":0.00007671669,"teacher_disagreement_score":0.48261347,"about_ca_system_score_codex":0.000010106701,"about_ca_system_score_gemma":0.00013721045,"threshold_uncertainty_score":0.9999889},"labels":[],"label_agreement":null},{"id":"W2766675147","doi":"10.1503/cjs.001417","title":"Is current preoperative frailty assessment adequate?","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Centre for Advancing Health Outcomes; University of Alberta Hospital; University of Manitoba; Ottawa Hospital; Trinity Western University; University of Calgary; Manitoba Health; University of Ottawa; University of British Columbia; University of Alberta; University of New Brunswick","funders":"","keywords":"Medicine; Perioperative; MEDLINE; Health care; Patient assessment; Risk assessment; Health professionals; Perception; Gerontology; Physical therapy; Intensive care medicine; Surgery","score_opus":0.1428537025737874,"score_gpt":0.3711328494898033,"score_spread":0.2282791469160159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766675147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96081245,0.0028294097,0.0001994784,0.023265596,0.0051710117,0.0002084329,0.00006656769,0.000007623195,0.007439436],"genre_scores_gemma":[0.9967462,0.0001222984,0.00023410365,0.00061357877,0.0006713448,0.000003585225,0.0000052715354,0.000021350465,0.0015822931],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861896,0.00004462974,0.0004843124,0.00014743357,0.000322622,0.00038206019],"domain_scores_gemma":[0.9971319,0.00013350554,0.00045623688,0.00049680093,0.00050171255,0.0012798357],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00051619177,0.00015274818,0.0004575392,0.00030801736,0.00032645863,0.0001546139,0.00022709866,0.00007545462,0.0016594029],"category_scores_gemma":[0.0007113531,0.00012928138,0.0002617831,0.00005933181,0.00017993567,0.00035169112,0.000015881455,0.0005241614,0.00004349646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019778776,0.00003855444,0.73611414,0.000049675844,0.00016395577,0.0012600092,0.00079853623,0.0000015656767,0.000031934334,0.000091061826,0.20105165,0.06037913],"study_design_scores_gemma":[0.00049683807,0.00007777123,0.8918631,0.00081735314,0.000083007166,0.0004286648,0.00016010477,0.000025884927,0.0003618716,0.00009703274,0.10544371,0.00014463264],"about_ca_topic_score_codex":0.0025459626,"about_ca_topic_score_gemma":0.0034032967,"teacher_disagreement_score":0.155749,"about_ca_system_score_codex":0.00036522327,"about_ca_system_score_gemma":0.005479312,"threshold_uncertainty_score":0.9992532},"labels":[],"label_agreement":null},{"id":"W2766732819","doi":"10.7556/jaoa.2017.134","title":"Frailty Phenotype and Neuropsychological Test Performance: A Preliminary Analysis","year":2017,"lang":"en","type":"article","venue":"Journal of Osteopathic Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neuropsychology; Dementia; Memory span; Montreal Cognitive Assessment; Neuropsychological assessment; Neuropsychological test; Cognition; Medicine; Executive functions; Psychology; Audiology; Cognitive impairment; Clinical psychology; Psychiatry; Gerontology; Working memory; Internal medicine; Disease","score_opus":0.04626091674330342,"score_gpt":0.335781178760677,"score_spread":0.2895202620173736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766732819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97349226,0.0014163352,0.00015366152,0.019074153,0.0005424534,0.00017043346,0.0000027695407,0.000017682738,0.0051302346],"genre_scores_gemma":[0.995088,0.0009155528,0.0006025248,0.0011889738,0.0011059153,0.0000020225818,0.0000032807427,0.000018865754,0.0010748868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787265,0.00006896107,0.0007926095,0.0002542004,0.0007451602,0.00026641838],"domain_scores_gemma":[0.9970515,0.00035228409,0.00094182556,0.00074962655,0.00046995046,0.00043485514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013243633,0.00022085481,0.00093631994,0.00038185343,0.00024916686,0.000033050477,0.00035346055,0.0001584026,0.00033962136],"category_scores_gemma":[0.0058163274,0.00013735134,0.00015721255,0.00024170223,0.000595046,0.00023037479,0.000105960964,0.0008796133,0.000014546986],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019610487,0.000347913,0.89724606,0.00028314008,0.00051871303,0.002081862,0.0012561502,0.000008353453,0.0057431785,0.0000133918265,0.0033082596,0.08723194],"study_design_scores_gemma":[0.0043067397,0.011150145,0.975507,0.00074806117,0.0022661462,0.0032017936,0.00014600593,0.0008124242,0.00010121941,0.000050065762,0.0015988846,0.000111520174],"about_ca_topic_score_codex":0.000014931928,"about_ca_topic_score_gemma":0.000003918854,"teacher_disagreement_score":0.08712042,"about_ca_system_score_codex":0.000036348774,"about_ca_system_score_gemma":0.00009057171,"threshold_uncertainty_score":0.69631076},"labels":[],"label_agreement":null},{"id":"W2767460175","doi":"10.5173/ceju.2017.1321","title":"Frailty and elderly in urology: Is there an impact on post-operative complications?","year":2017,"lang":"en","type":"article","venue":"Editor-in-Chief s Voice List of Authors is an Important Element in a Scientific Publication","topic":"Frailty in Older Adults","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prospective cohort study; Observational study; Univariate analysis; Multivariate analysis; Univariate; Frailty Index; Cohort study; Cohort; Internal medicine; Surgery; Multivariate statistics","score_opus":0.04014381697750158,"score_gpt":0.3627443618534224,"score_spread":0.3226005448759208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767460175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97230977,0.000112901624,0.000011440726,0.022898711,0.0021358205,0.0014251465,0.00037293453,0.00003127975,0.0007019788],"genre_scores_gemma":[0.99706364,0.0000375603,0.0003935374,0.00053796533,0.00068042,0.0001628425,0.00066810515,0.00003152768,0.0004244144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958216,0.0002038971,0.0013550057,0.0012246377,0.00079854013,0.0005963156],"domain_scores_gemma":[0.99628484,0.00012445606,0.00080769445,0.0019523321,0.0005232258,0.0003074537],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030002058,0.00034960997,0.00054713956,0.0011954339,0.00028919708,0.00051455107,0.0007161501,0.00027471955,0.0002553234],"category_scores_gemma":[0.00086200534,0.00031442483,0.00007568804,0.00074641575,0.0005160436,0.001499452,0.000112857124,0.0006379715,0.000015139074],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027249285,0.002215137,0.9577858,0.00006250327,0.000023620634,0.000013234258,0.0074611073,0.0000106743255,0.005782741,0.0006747695,0.01958947,0.006108434],"study_design_scores_gemma":[0.002388478,0.0013123654,0.9797376,0.00020289201,0.000015694117,0.0000071961167,0.0007869369,0.0057421136,0.00091369,0.0006221647,0.007991375,0.0002795103],"about_ca_topic_score_codex":0.0030716588,"about_ca_topic_score_gemma":0.011511152,"teacher_disagreement_score":0.02475384,"about_ca_system_score_codex":0.00034961032,"about_ca_system_score_gemma":0.00041702294,"threshold_uncertainty_score":0.9999308},"labels":[],"label_agreement":null},{"id":"W2767513792","doi":"10.15253/2175-6783.2017000500018","title":"Factors associated with frailty syndrome in elderly women","year":2017,"lang":"en","type":"article","venue":"Rev Rene","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Frailty syndrome; Medicine; Gerontology; Frailty Index","score_opus":0.06318738479791082,"score_gpt":0.30326322272085676,"score_spread":0.24007583792294596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767513792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933916,0.00008486453,0.0000066283565,0.0011173728,0.00009605537,0.00027556665,0.000015772246,0.00007202994,0.004940156],"genre_scores_gemma":[0.9913568,0.000022714825,0.000048540238,0.00007153574,0.000028922888,0.000024450672,0.00003430774,0.000031187286,0.008381558],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987982,0.000030212997,0.00020686796,0.00026876523,0.0002961342,0.00039980575],"domain_scores_gemma":[0.99877495,0.00007268524,0.00016523019,0.00075289316,0.000059248057,0.0001750273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018933894,0.00017427113,0.00043870226,0.00009129209,0.00010667132,0.00004560632,0.00021257969,0.00013850944,0.00023163397],"category_scores_gemma":[0.0008251446,0.00012695928,0.000044116303,0.0001060561,0.00009473287,0.00014166304,0.00004794455,0.0002641677,0.000035345587],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094541705,0.00034987964,0.98179317,0.00011943498,0.00025490962,0.000774953,0.0016129618,0.0000046885784,0.001120766,0.000035305125,0.0010435224,0.012795867],"study_design_scores_gemma":[0.0024399695,0.00073182175,0.99361,0.00068954244,0.00002678597,0.000026639038,0.000103138766,0.000016203789,0.0004992182,0.00009500077,0.0015979541,0.0001637234],"about_ca_topic_score_codex":0.00020244218,"about_ca_topic_score_gemma":0.00043495133,"teacher_disagreement_score":0.012632145,"about_ca_system_score_codex":0.00030396433,"about_ca_system_score_gemma":0.00008955583,"threshold_uncertainty_score":0.51772493},"labels":[],"label_agreement":null},{"id":"W2767821689","doi":"10.1016/j.euf.2017.10.012","title":"Role of Geriatric Oncologists in Optimizing Care of Urological Oncology Patients","year":2017,"lang":"en","type":"review","venue":"European Urology Focus","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Geriatric oncology; Geriatrics; Context (archaeology); Psychological intervention; Multidisciplinary approach; Competence (human resources); Geriatric psychiatry; Family medicine; Intensive care medicine; Cancer; Nursing; Internal medicine; Psychiatry","score_opus":0.05634239047251289,"score_gpt":0.35455543603774414,"score_spread":0.29821304556523126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767821689","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012959284,0.9223454,0.0000033064516,0.00006836053,0.00042448755,0.0013300837,0.000080186,0.000047102898,0.07440515],"genre_scores_gemma":[0.043428075,0.9549899,0.0007849439,0.00006499003,0.0002400881,0.000039771992,0.00019640633,0.00012251802,0.00013328358],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99469763,0.0018705997,0.0017637197,0.0008024526,0.000277764,0.0005878497],"domain_scores_gemma":[0.99568146,0.0005844981,0.002068187,0.0012278637,0.00026806578,0.0001699178],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007088405,0.000568347,0.004025743,0.0006746267,0.00005269895,0.0000063291136,0.00095036405,0.00087238546,0.00009184683],"category_scores_gemma":[0.0016903555,0.00045799106,0.0006576973,0.00025773275,0.00065054855,0.000044982466,0.00066886074,0.0013377655,0.0001395655],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020903036,0.0005457694,0.0021823144,0.0032754003,0.00015910827,0.00059646013,0.00039197688,0.000006250094,0.0000026984592,0.000023710514,0.00020197284,0.9924053],"study_design_scores_gemma":[0.0027882739,0.0058454163,0.010783132,0.0012864559,0.0012666357,0.00018736858,0.00003027122,0.0000026248883,0.00000286497,0.000016155756,0.9774759,0.0003148916],"about_ca_topic_score_codex":0.00004678232,"about_ca_topic_score_gemma":0.000027550204,"teacher_disagreement_score":0.9920904,"about_ca_system_score_codex":0.00027023724,"about_ca_system_score_gemma":0.0005475281,"threshold_uncertainty_score":0.9997872},"labels":[],"label_agreement":null},{"id":"W2767849501","doi":"10.1186/s12877-017-0633-y","title":"Predictive performance of four frailty screening tools in community-dwelling elderly","year":2017,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research; Ministère de la Santé et des Services sociaux","keywords":"Medicine; Gerontology; Rehabilitation; Physical therapy","score_opus":0.11074985881371371,"score_gpt":0.32087665530086584,"score_spread":0.21012679648715213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767849501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885159,0.00014244682,0.005665629,0.00014055308,0.00024248188,0.0004589145,0.000025632597,0.000051682153,0.0047567384],"genre_scores_gemma":[0.981505,0.00011737851,0.017606026,0.000040094266,0.00019467631,0.000017016191,0.000021755957,0.000029090404,0.00046898567],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985367,0.00011448099,0.0004653878,0.00019355946,0.00036712375,0.00032276468],"domain_scores_gemma":[0.99775857,0.00040821263,0.00037412776,0.0011552725,0.00019804087,0.00010575314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083976425,0.00017794603,0.00042130175,0.00018981671,0.00034816525,0.00006118095,0.00048403026,0.00017187298,0.00002939644],"category_scores_gemma":[0.0017254275,0.0001773874,0.00009937585,0.00017565687,0.00012804799,0.00040340392,0.00020508151,0.00073865755,0.000015327247],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005706203,0.00020447913,0.95743376,0.00076352723,0.000039473824,0.000018498711,0.0017726843,0.0011364097,0.0007053413,0.00003196029,0.00027773154,0.03704552],"study_design_scores_gemma":[0.0030908803,0.00092296686,0.9771547,0.00058238197,0.0000726302,0.000027609114,0.00050393667,0.014708946,0.002032621,0.00006290227,0.0006482571,0.00019217607],"about_ca_topic_score_codex":0.0005514323,"about_ca_topic_score_gemma":0.00022972576,"teacher_disagreement_score":0.036853347,"about_ca_system_score_codex":0.00006733023,"about_ca_system_score_gemma":0.0001530976,"threshold_uncertainty_score":0.72336483},"labels":[],"label_agreement":null},{"id":"W2768218594","doi":"10.1177/1715163517744229","title":"Exploring the practical application of the concept of frailty in pharmacy practice","year":2017,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Abbotsford Veterinary Clinic; Fraser Health","funders":"","keywords":"Pharmacy; Pharmacy practice; Medicine; Medical education; Family medicine","score_opus":0.1642189188483295,"score_gpt":0.3757112598763963,"score_spread":0.2114923410280668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768218594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819761,0.0005093359,0.00014372294,0.010261909,0.0023812605,0.0011048669,0.0002108358,0.000010093863,0.0034018666],"genre_scores_gemma":[0.9956713,0.0013586716,0.00028200328,0.0018516254,0.0005414042,0.000040673596,0.000005140304,0.000037323265,0.00021190912],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.99736106,0.00026556267,0.0007822433,0.00028455956,0.0006949046,0.0006116623],"domain_scores_gemma":[0.9960274,0.00046905584,0.0009996896,0.0008179674,0.0008583897,0.0008275035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010237256,0.00025186967,0.0004060783,0.0001592971,0.00079868064,0.00008553341,0.0010045803,0.00003659721,0.0001375829],"category_scores_gemma":[0.0033193198,0.00018518016,0.00016162478,0.00038066026,0.000706321,0.0009140236,0.00010444925,0.0011902213,0.0000030143],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021202525,0.0007804438,0.0783973,0.0011527969,0.0012188667,0.04314796,0.018039813,0.0028662593,0.046145316,0.0016499258,0.042785358,0.7616957],"study_design_scores_gemma":[0.011888065,0.00011058931,0.008136416,0.0002836414,0.0010098033,0.4988062,0.0002912802,0.008946462,0.121249564,0.00010553341,0.3484456,0.00072682666],"about_ca_topic_score_codex":0.1145232,"about_ca_topic_score_gemma":0.10299121,"teacher_disagreement_score":0.76096886,"about_ca_system_score_codex":0.0012898855,"about_ca_system_score_gemma":0.0052661775,"threshold_uncertainty_score":0.9341973},"labels":[],"label_agreement":null},{"id":"W2768372523","doi":"10.1111/ctr.13158","title":"The prognostic significance of frailty compared to peak oxygen consumption and B‐type natriuretic peptide in patients with advanced heart failure","year":2017,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ted Rogers Centre for Heart Research; University Health Network","funders":"","keywords":"Medicine; Natriuretic peptide; Heart failure; Internal medicine; Cardiology; Heart transplantation; Brain natriuretic peptide; Clinical significance","score_opus":0.04647029931381614,"score_gpt":0.3547712658680896,"score_spread":0.30830096655427347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768372523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966045,0.00004263276,0.0001565578,0.0016476926,0.0001331243,0.0013191073,0.000030060191,0.000017014014,0.000049299957],"genre_scores_gemma":[0.9965661,0.000119806195,0.0030289108,0.000111809735,0.000027391154,0.000029194533,0.000067126966,0.000012595288,0.000037044763],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987811,0.00008849395,0.000461021,0.00026430338,0.00024543272,0.00015968517],"domain_scores_gemma":[0.99846023,0.0007264286,0.00017158262,0.00033739224,0.00019212882,0.00011225985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030440133,0.00011172391,0.00029093272,0.0000351708,0.00013176564,0.00002509875,0.00011290728,0.000078095814,0.0000064131436],"category_scores_gemma":[0.00074304215,0.00007812439,0.000033719254,0.00006257527,0.00029907734,0.00010595469,0.000010067739,0.00020909794,0.000012047326],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029380594,0.00013222382,0.9935388,0.00021486114,0.000022914452,0.0000041334447,0.00024216554,0.000033702072,0.000570855,0.000015826525,0.00009319058,0.0021932486],"study_design_scores_gemma":[0.005259811,0.0009956867,0.99227065,0.00066100614,0.00008830128,0.0000033392694,0.00003564274,0.000068365334,0.00023004189,0.000036493428,0.00025871844,0.00009193454],"about_ca_topic_score_codex":0.00002563281,"about_ca_topic_score_gemma":0.0004906091,"teacher_disagreement_score":0.002872353,"about_ca_system_score_codex":0.000017456869,"about_ca_system_score_gemma":0.00005212722,"threshold_uncertainty_score":0.318582},"labels":[],"label_agreement":null},{"id":"W2768407667","doi":"10.1016/j.jamcollsurg.2017.11.005","title":"New 5-Factor Modified Frailty Index Using American College of Surgeons NSQIP Data","year":2017,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1050,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Frailty Index; Logistic regression; Index (typography); Predictive value; Predictive power; Surgery; Emergency medicine; Demography; Gerontology; Internal medicine","score_opus":0.08560876854663658,"score_gpt":0.34185190437219043,"score_spread":0.25624313582555386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768407667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813619,0.00012402872,0.00090064073,0.010700786,0.0009987769,0.0005012946,0.0046571144,0.000018487553,0.0007369598],"genre_scores_gemma":[0.99227405,0.00017026062,0.0051117186,0.00024869246,0.00024126504,0.0000013700559,0.000006947623,0.00007634041,0.0018693728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955575,0.00027992862,0.0016671238,0.000417082,0.0014514585,0.00062693754],"domain_scores_gemma":[0.9874253,0.00085332245,0.00672054,0.0035782736,0.0008077644,0.0006147851],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009272214,0.00042914168,0.0022849943,0.00048536912,0.0003817188,0.000026514475,0.0026382683,0.00009536918,0.00015501076],"category_scores_gemma":[0.0031323116,0.0003182352,0.0006897984,0.0010092872,0.002000955,0.00047739872,0.0009410824,0.00079739135,0.0000030500723],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039286,0.0011760591,0.8190269,0.00021053423,0.0025977655,0.0008214303,0.00035834263,0.00044458223,0.02184029,0.00024558118,0.13481368,0.014536265],"study_design_scores_gemma":[0.0046862178,0.001099338,0.9605346,0.0013076907,0.0010001652,0.0016302122,0.002089313,0.003263647,0.0050244713,0.00023203334,0.01854864,0.00058368256],"about_ca_topic_score_codex":0.011167844,"about_ca_topic_score_gemma":0.0013938074,"teacher_disagreement_score":0.14150773,"about_ca_system_score_codex":0.00024002856,"about_ca_system_score_gemma":0.0027885635,"threshold_uncertainty_score":0.999927},"labels":[],"label_agreement":null},{"id":"W2768989679","doi":"10.1186/s12877-017-0623-0","title":"Measuring frailty in clinical practice: a comparison of physical frailty assessment methods in a geriatric out-patient clinic","year":2017,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":163,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Population Health Research Institute; McMaster University; St. Peter's Hospital","funders":"Hamilton Health Sciences","keywords":"Medicine; Gerontology; Geriatric rehabilitation; Physical therapy; Rehabilitation; Geriatrics; Clinical Practice; Physical medicine and rehabilitation; Psychiatry","score_opus":0.2723987415795721,"score_gpt":0.5365996255831202,"score_spread":0.26420088400354813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2768989679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9771776,0.0005442572,0.008735182,0.0008051941,0.0018923825,0.0017078025,0.000019725228,0.00006913916,0.0090486845],"genre_scores_gemma":[0.75497323,0.00008911687,0.24408907,0.000088921515,0.0004859702,0.00007100111,0.000012550055,0.00005109021,0.00013903136],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9932374,0.0013311867,0.002772495,0.0009028034,0.0010913302,0.00066479517],"domain_scores_gemma":[0.991289,0.0038953677,0.0021483162,0.0019410795,0.0004122029,0.0003140403],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0049472693,0.00041731278,0.0018732013,0.00048311843,0.00013183107,0.000086954155,0.0006240591,0.00046207712,0.00006175237],"category_scores_gemma":[0.022888832,0.00039723972,0.00051303976,0.0005254524,0.00021353949,0.00040523373,0.0005399827,0.0016247116,0.00006276446],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009501385,0.006493156,0.8805553,0.00050181506,0.00010184971,0.000088551344,0.0027421997,0.00013988861,0.0007833241,0.0000980907,0.00092365686,0.10662205],"study_design_scores_gemma":[0.007860467,0.0015574922,0.9708183,0.00026870676,0.00032807537,0.0000147818055,0.0009539612,0.010889598,0.00073554926,0.00028019218,0.0058500245,0.00044288143],"about_ca_topic_score_codex":0.00040295706,"about_ca_topic_score_gemma":0.00046350787,"teacher_disagreement_score":0.23535389,"about_ca_system_score_codex":0.000409157,"about_ca_system_score_gemma":0.0010497797,"threshold_uncertainty_score":0.99984795},"labels":[],"label_agreement":null},{"id":"W2769969382","doi":"10.3851/imp3211","title":"Article Commentary: Frailty: Is Thy Name…..Universal? Evolving Challenges of Managing Effectively Treated Older People Living with HIV","year":2017,"lang":"en","type":"letter","venue":"Antiviral Therapy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Frailty Index; Operationalization; Gerontology; Vulnerability (computing); Human immunodeficiency virus (HIV); Medicine; Quality of life (healthcare); Population; Construct (python library); Scale (ratio); Computer science; Family medicine; Computer security; Environmental health","score_opus":0.022389776916153847,"score_gpt":0.2676678152981051,"score_spread":0.24527803838195128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769969382","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34192657,0.0041228444,0.00009556833,0.64612466,0.00019845895,0.0013927075,0.00007065177,0.00021951774,0.005849007],"genre_scores_gemma":[0.8885962,0.003654416,0.00030428037,0.10347378,0.0010052506,0.00004087918,0.00009487153,0.00021848714,0.00261185],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99735045,0.00023263248,0.00033390542,0.0007798928,0.00062955264,0.00067356613],"domain_scores_gemma":[0.99751335,0.0005136561,0.00048281468,0.0012142694,0.00020063572,0.00007525724],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023482874,0.0006501207,0.0011711979,0.0002856998,0.00023581335,0.0000759777,0.00045503376,0.00046740813,0.00029303035],"category_scores_gemma":[0.000040382183,0.0005238755,0.0002858623,0.00015321087,0.0002678669,0.0004144546,0.000115129216,0.0012624873,0.000055658795],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041725213,0.00042755043,0.13895726,0.0010952783,0.0024614723,0.0010039996,0.014191767,6.9682295e-7,0.0020692307,0.000009952113,0.794757,0.04460852],"study_design_scores_gemma":[0.020164225,0.005327641,0.7645126,0.0231454,0.0013161552,0.00022801835,0.0028653543,0.0008396197,0.02386678,0.00019875159,0.15478197,0.0027534855],"about_ca_topic_score_codex":0.0009731231,"about_ca_topic_score_gemma":0.00007577277,"teacher_disagreement_score":0.6399751,"about_ca_system_score_codex":0.00015102667,"about_ca_system_score_gemma":0.000060116832,"threshold_uncertainty_score":0.9997213},"labels":[],"label_agreement":null},{"id":"W2770407435","doi":"10.3390/ijerph14111387","title":"Cross-Cultural Adaptation of the Social Vulnerability Index for Use in the Dutch Context","year":2017,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Social vulnerability; Vulnerability (computing); Index (typography); Context (archaeology); Psychological intervention; Delphi method; Psychology; Gerontology; Medicine; Geography; Computer science; Psychiatry","score_opus":0.2276623857845874,"score_gpt":0.4900132651723532,"score_spread":0.2623508793877658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770407435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94322705,0.00009151433,0.00007689761,0.055983525,0.00014878814,0.0003267024,0.000076819764,5.9003924e-7,0.00006813006],"genre_scores_gemma":[0.99888074,0.00013965338,0.000075483054,0.00049090554,0.00023222045,0.000008855475,0.000008796196,0.0000044993603,0.00015883734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800766,0.00023453157,0.00038500456,0.000095344854,0.001070366,0.00020712362],"domain_scores_gemma":[0.99870235,0.0004434508,0.00032625382,0.00015133918,0.00027357452,0.000103005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030563674,0.0000558299,0.00013791143,0.00008063381,0.000365207,0.0002241838,0.0004698532,0.000043800475,0.000044900564],"category_scores_gemma":[0.0023160866,0.000030852352,0.000075071635,0.0000316421,0.000787877,0.00056646456,0.00010086774,0.00044979606,6.2421594e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061933626,0.0006719924,0.83815056,0.0000311444,0.00006178229,0.00000706126,0.0044321627,0.0000042658316,0.00020686717,0.0005900626,0.00076568115,0.15445907],"study_design_scores_gemma":[0.0022249008,0.0003928946,0.98506105,0.000046243746,0.000001479591,0.000069282636,0.004092838,0.00025916987,0.000040294603,0.0004385812,0.0073494865,0.000023761368],"about_ca_topic_score_codex":0.0008853638,"about_ca_topic_score_gemma":0.00067293295,"teacher_disagreement_score":0.1544353,"about_ca_system_score_codex":0.0003365243,"about_ca_system_score_gemma":0.00029057014,"threshold_uncertainty_score":0.29029655},"labels":[],"label_agreement":null},{"id":"W2770514818","doi":"10.11606/s1518-8787.2017051007098","title":"Factors associated with frailty in a community-dwelling population of older adults","year":2017,"lang":"en","type":"article","venue":"Revista de Saúde Pública","topic":"Frailty in Older Adults","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Poisson regression; Socioeconomic status; Medicine; Activities of daily living; Frailty syndrome; Population; Demography; Frailty Index; Environmental health; Psychiatry","score_opus":0.0582384032836903,"score_gpt":0.3222313112382167,"score_spread":0.2639929079545264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2770514818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99700993,0.0001412089,0.00008782636,0.00053556164,0.000025672016,0.00051534886,0.000029135115,0.00005822015,0.0015971218],"genre_scores_gemma":[0.99923265,0.000017830973,0.00018143482,0.00008278393,0.000029989973,0.000012231558,0.00021013526,0.00003806885,0.00019485796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985441,0.00021046819,0.00041725216,0.00020040789,0.00031534128,0.00031242182],"domain_scores_gemma":[0.99791723,0.00027532686,0.00045494564,0.0010491805,0.00016920143,0.00013411023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005460116,0.00020111521,0.00054345164,0.0001608549,0.00023808093,0.00006554315,0.00031289863,0.00016660924,0.00007076032],"category_scores_gemma":[0.0021525791,0.00016359938,0.00009244068,0.00018458292,0.00011300565,0.00016274961,0.000072412,0.0006225339,0.000003933828],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012426505,0.0003358712,0.99331015,0.00035786783,0.000069050526,0.000009680603,0.0017891796,0.0000081901735,0.00022294642,0.00017959655,0.00015507141,0.0034381095],"study_design_scores_gemma":[0.0024465984,0.00018823704,0.99132645,0.0042973207,0.00007181901,0.0000040340074,0.00019394617,0.0004472722,0.00040117593,0.00003771725,0.00042380756,0.00016162943],"about_ca_topic_score_codex":0.0018199269,"about_ca_topic_score_gemma":0.00084684626,"teacher_disagreement_score":0.003939453,"about_ca_system_score_codex":0.00022240847,"about_ca_system_score_gemma":0.00007439241,"threshold_uncertainty_score":0.66713893},"labels":[],"label_agreement":null},{"id":"W2771285175","doi":"10.1093/gerona/glx229","title":"Measuring Frailty in Medicare Data: Development and Validation of a Claims-Based Frailty Index","year":2017,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":603,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Institute on Aging; Atlantic Philanthropies; John A. Hartford Foundation","keywords":"Medicine; Frailty Index; Statistic; Gerontology; Index (typography); Statistics; Demography; Mathematics; Computer science","score_opus":0.23438617760149769,"score_gpt":0.38008212384403006,"score_spread":0.14569594624253238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771285175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98451567,0.0014723164,0.00044903986,0.012648686,0.00014590332,0.00025990023,0.000016256514,0.000010440913,0.00048178437],"genre_scores_gemma":[0.99707067,0.00016987635,0.0024570571,0.0001092804,0.000054690678,0.000008191261,0.0000135882265,0.000013052066,0.000103621656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983528,0.00013048976,0.00065630855,0.0002138409,0.00040972998,0.0002368224],"domain_scores_gemma":[0.9977103,0.00017270821,0.00070887315,0.001094819,0.00022077594,0.00009252618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014240823,0.00015035541,0.00055594975,0.00012388022,0.00019581418,0.000022195214,0.00061443896,0.00016140341,0.000087360844],"category_scores_gemma":[0.001392304,0.000105943334,0.00003489436,0.000055210494,0.0005922897,0.0003745432,0.0002752424,0.00035574942,0.0000012739908],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019687463,0.0002775441,0.90768784,0.0006592313,0.00046653734,0.000095080395,0.007757504,0.000057823825,0.008476064,0.00009034847,0.0010843406,0.07137892],"study_design_scores_gemma":[0.002836875,0.0001991295,0.9520999,0.0009575414,0.00008644204,0.00019607796,0.0011571604,0.00019384787,0.039474808,0.00034746248,0.0023272103,0.00012351738],"about_ca_topic_score_codex":0.00033042152,"about_ca_topic_score_gemma":0.0031467043,"teacher_disagreement_score":0.0712554,"about_ca_system_score_codex":0.000050348583,"about_ca_system_score_gemma":0.00033762172,"threshold_uncertainty_score":0.4320244},"labels":[],"label_agreement":null},{"id":"W2771483181","doi":"10.3171/2017.10.focus17472","title":"An assessment of frailty as a tool for risk stratification in adult spinal deformity surgery","year":2017,"lang":"en","type":"article","venue":"Neurosurgical FOCUS","topic":"Frailty in Older Adults","field":"Medicine","cited_by":189,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Spinal deformity; Complication; Frailty Index; Odds ratio; Kyphosis; Incidence (geometry); Deformity; Risk stratification; Odds; Risk assessment; Surgery; Internal medicine; Physical therapy; Logistic regression","score_opus":0.045768407635905096,"score_gpt":0.38526360778969665,"score_spread":0.33949520015379153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771483181","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951662,0.0000116859155,0.00091686944,0.0012188089,0.0002280815,0.0008050534,0.00006983244,0.000040727024,0.0015427601],"genre_scores_gemma":[0.9983171,0.000044862958,0.0011515758,0.00008828183,0.00013171308,0.00010763327,0.00003074118,0.00002323886,0.000104819315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99812865,0.0001034582,0.00060350273,0.00043766524,0.00042242167,0.00030431955],"domain_scores_gemma":[0.9978669,0.000305426,0.00040666765,0.001017962,0.00023744546,0.0001655761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005473776,0.00017859593,0.0004807364,0.00009735113,0.0001556001,0.00006418518,0.00022692191,0.00015545885,0.000055031],"category_scores_gemma":[0.002043356,0.00015288765,0.00020198803,0.00008053963,0.0001521258,0.0002803039,0.00003554516,0.00032927725,0.00000802575],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014402859,0.0013331219,0.7855076,0.00021615335,0.000026906251,0.00012500482,0.00004909412,0.000024580215,0.0063772425,0.004533892,0.00025024972,0.20011583],"study_design_scores_gemma":[0.002265177,0.001164196,0.98334235,0.00012970324,0.000048932376,0.000065235996,0.000011643428,0.0029289853,0.0078004394,0.001607843,0.00048078984,0.00015469351],"about_ca_topic_score_codex":0.0004991424,"about_ca_topic_score_gemma":0.00017709137,"teacher_disagreement_score":0.19996114,"about_ca_system_score_codex":0.00006308704,"about_ca_system_score_gemma":0.00021639092,"threshold_uncertainty_score":0.62345773},"labels":[],"label_agreement":null},{"id":"W2771753769","doi":"10.1111/ajag.12487","title":"Frailty prevalence and factors associated with the Frailty Phenotype and Frailty Index: Findings from the North West Adelaide Health Study","year":2017,"lang":"en","type":"article","venue":"Australasian Journal on Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Resthaven Incorporated","keywords":"Medicine; Polypharmacy; Frailty Index; Gerontology; Socioeconomic status; Obesity; Demography; Environmental health; Internal medicine; Population","score_opus":0.061572716402643834,"score_gpt":0.3159124127288694,"score_spread":0.25433969632622555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771753769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796207,0.00019815027,0.000041826963,0.0187507,0.00021612832,0.00088383135,0.00006666816,0.00004812783,0.00017387618],"genre_scores_gemma":[0.9977338,0.000111863934,0.00004650895,0.0009985163,0.000272338,0.000008930033,0.000012123207,0.00005571597,0.000760253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971201,0.00032012255,0.0005168503,0.00052599853,0.0008644425,0.00065249065],"domain_scores_gemma":[0.9970363,0.00066117925,0.0008052994,0.0008528684,0.00013128623,0.0005130898],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008243443,0.0004513847,0.0005844365,0.00007862578,0.002630789,0.00067386887,0.0006311399,0.00014184846,0.00012058498],"category_scores_gemma":[0.0011270482,0.00023781457,0.000089065026,0.00015012959,0.0004897748,0.00047141805,0.00016266786,0.002226801,0.000008260821],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012824844,0.0001645005,0.9849274,0.000023006332,0.0003623192,0.00025971406,0.008380822,0.0000138806245,0.000021972979,0.000006794191,0.0010417403,0.004669608],"study_design_scores_gemma":[0.0030374015,0.0015928479,0.9901824,0.0010460754,0.0002312927,0.0000775125,0.0030082036,0.00004722213,0.000018328821,0.00004639179,0.00046636155,0.00024594457],"about_ca_topic_score_codex":0.00072789047,"about_ca_topic_score_gemma":0.005305504,"teacher_disagreement_score":0.01811306,"about_ca_system_score_codex":0.00017899445,"about_ca_system_score_gemma":0.00021522859,"threshold_uncertainty_score":0.99866766},"labels":[],"label_agreement":null},{"id":"W2771800131","doi":"10.1016/j.jcjd.2017.12.001","title":"Early-Onset Physical Frailty in Adults With Diabesity and Peripheral Neuropathy","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Center for Research Resources; National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Medicine; Peripheral neuropathy; Peripheral; Gerontology; Physical medicine and rehabilitation; Pediatrics; Internal medicine; Diabetes mellitus; Endocrinology","score_opus":0.011838678875635032,"score_gpt":0.23526652940584733,"score_spread":0.2234278505302123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2771800131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966834,0.0002678998,9.691433e-7,0.0022347888,0.00014389057,0.00013508792,0.000026824446,0.000004411759,0.0005027171],"genre_scores_gemma":[0.9991977,0.000006274307,0.00013178642,0.00029787177,0.0002488326,0.000002270771,0.0000019683073,0.00002289596,0.000090407026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990087,0.000041961783,0.00020478755,0.00016287052,0.00018120537,0.00040048303],"domain_scores_gemma":[0.99840415,0.000055114117,0.00018720482,0.00032545885,0.0001448213,0.00088323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001413552,0.00015565446,0.00041488215,0.00015227316,0.00017015882,0.000112852234,0.00021246757,0.00005903209,0.000038880415],"category_scores_gemma":[0.0004443967,0.00012376721,0.00006119244,0.00005451482,0.00035284256,0.0002965308,0.00001799575,0.00043898908,0.0000041520193],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030384375,0.000032795124,0.99268556,0.00005021648,0.00003122683,0.00033586367,0.0013245496,0.0000024072074,0.00006754254,0.0000064959777,0.00035575413,0.005077192],"study_design_scores_gemma":[0.002495677,0.0009417015,0.99471545,0.0007595834,0.000043072734,0.00005020846,0.000089555295,0.0001481161,0.00022374484,0.00010588735,0.000295426,0.00013159818],"about_ca_topic_score_codex":0.0017575343,"about_ca_topic_score_gemma":0.016980406,"teacher_disagreement_score":0.015222872,"about_ca_system_score_codex":0.000091092625,"about_ca_system_score_gemma":0.00051198626,"threshold_uncertainty_score":0.94754654},"labels":[],"label_agreement":null},{"id":"W2772680346","doi":"","title":"Preoperative frailty assessment: a review.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perioperative; Context (archaeology); Intensive care medicine; Population ageing; Risk assessment; Population; Complication; Gold standard (test); MEDLINE; Surgical procedures; Gerontology; Surgery; Internal medicine; Environmental health","score_opus":0.04886021116235606,"score_gpt":0.334268256581106,"score_spread":0.2854080454187499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772680346","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.095486596,0.007452108,0.00081368,0.049794838,0.0012700901,0.008680303,0.000039327322,0.0005052012,0.8359579],"genre_scores_gemma":[0.9575346,0.0007251258,0.0017742935,0.011749416,0.0007468755,0.0025137174,0.0000295399,0.000028450053,0.024897968],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99881685,0.000053189728,0.00022342966,0.0002689947,0.00029163994,0.00034588156],"domain_scores_gemma":[0.99904454,0.000042387303,0.00005693485,0.0004260201,0.0002229071,0.00020720938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003179622,0.00012860971,0.00027039633,0.00004444376,0.000060700666,0.000016024575,0.00010553559,0.000054911463,0.0006022908],"category_scores_gemma":[0.0005011918,0.000101119884,0.00006843995,0.00022518916,0.00013592205,0.0001104067,0.000053484357,0.0001794049,0.00026059902],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068264366,0.00031335076,0.036112946,0.0009797778,0.00022835139,0.000051224484,0.00037837747,7.751429e-8,0.00011650758,0.0006851246,0.4688794,0.4921866],"study_design_scores_gemma":[0.0009717005,0.00012879494,0.78759634,0.00040192652,0.0001158775,0.000056683173,0.000016209182,0.000027530026,0.0011421127,0.0000915776,0.20931876,0.00013249625],"about_ca_topic_score_codex":0.000016094982,"about_ca_topic_score_gemma":0.000017309058,"teacher_disagreement_score":0.86204803,"about_ca_system_score_codex":0.00010387833,"about_ca_system_score_gemma":0.00006900368,"threshold_uncertainty_score":0.65946615},"labels":[],"label_agreement":null},{"id":"W2774426301","doi":"","title":"Abstract 17008: Increased Cost of Cardiac Surgery in Frail Compared to Non-frail Older Adults","year":2016,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Jewish General Hospital; McGill University","funders":"","keywords":"Medicine; Cardiac surgery; Intensive care medicine; Gerontology; Emergency medicine; Cardiology","score_opus":0.021854152203027735,"score_gpt":0.2683926201698001,"score_spread":0.24653846796677237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774426301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960744,0.0000927131,0.00034395614,0.00096754945,0.000310041,0.0010873014,0.00006247574,0.000052747557,0.0010088272],"genre_scores_gemma":[0.9992113,0.000013764513,0.00013527063,0.00017642087,0.00015948829,0.00006943243,0.00014254931,0.00003358272,0.000058206042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829847,0.00005328544,0.00058727246,0.0003495206,0.00041637183,0.00029509832],"domain_scores_gemma":[0.9983732,0.0005242478,0.00016517605,0.00048732077,0.00024460268,0.00020541491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039688294,0.00017837953,0.0005568642,0.0003349241,0.000025082214,0.000008394325,0.00007834318,0.00014785906,0.00025968516],"category_scores_gemma":[0.0006538179,0.00015037092,0.00015680176,0.0003801529,0.000052760308,0.00015553662,0.000024846397,0.000104496125,0.00019792414],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027144366,0.0001796745,0.89605165,0.00019650086,0.000039051003,0.0000115696475,0.00068801583,0.000041926643,0.036306486,0.000003967936,0.005268796,0.060940918],"study_design_scores_gemma":[0.00163804,0.000015460628,0.98886764,0.0018396119,0.000027441703,0.0000039853535,0.00008165834,0.00016895428,0.006439335,0.000014369432,0.0007274041,0.00017610418],"about_ca_topic_score_codex":0.0008535175,"about_ca_topic_score_gemma":0.00012113175,"teacher_disagreement_score":0.09281598,"about_ca_system_score_codex":0.00023845054,"about_ca_system_score_gemma":0.00015963946,"threshold_uncertainty_score":0.6131948},"labels":[],"label_agreement":null},{"id":"W2775341354","doi":"10.1111/ggi.13214","title":"Once frail, always frail? Frailty transitions in home care users with intellectual and developmental disabilities","year":2017,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; Lakehead University","funders":"Ontario Ministry of Community and Social Services; Lakehead University","keywords":"Gerontology; Frailty Index; Medicine; Poisson regression; Frailty syndrome; Intellectual disability; Population; Baseline (sea); Demography; Psychiatry","score_opus":0.039282102412271626,"score_gpt":0.3056978516439054,"score_spread":0.26641574923163375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775341354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9623436,0.0015795944,0.0022902344,0.0181531,0.0027552468,0.0007208092,0.0003702473,0.0001166965,0.011670501],"genre_scores_gemma":[0.9867627,0.0012033001,0.008752291,0.0006340304,0.0005335717,0.00017413746,0.00045262973,0.00006606738,0.0014212568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962169,0.00010926427,0.0009905796,0.0012307029,0.00070039555,0.0007521363],"domain_scores_gemma":[0.9971981,0.0007834892,0.00043865416,0.0005833273,0.00067207945,0.0003243604],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003463065,0.0006338173,0.0008961949,0.00079728075,0.00055432995,0.00030691666,0.00087779487,0.0006165968,0.0010101476],"category_scores_gemma":[0.0019994616,0.0006152826,0.00015247297,0.00017255246,0.0012795267,0.0007852019,0.00042199373,0.0008059856,0.000049747923],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028028819,0.00067312544,0.909564,0.00021861217,0.0013464186,0.00052109,0.045291435,0.000048405775,0.000604627,0.009573254,0.0057253316,0.023630822],"study_design_scores_gemma":[0.019208437,0.0014030128,0.8741966,0.00028554135,0.0004837561,0.0049560405,0.031243185,0.0016236517,0.00024230008,0.0023045356,0.06209113,0.001961812],"about_ca_topic_score_codex":0.0009101835,"about_ca_topic_score_gemma":0.008059233,"teacher_disagreement_score":0.0563658,"about_ca_system_score_codex":0.0007869715,"about_ca_system_score_gemma":0.00043175765,"threshold_uncertainty_score":0.9999031},"labels":[],"label_agreement":null},{"id":"W2777696406","doi":"10.1016/j.annemergmed.2017.08.016","title":"Sensitivity of the Ottawa 3DY Scale for Assessment of Cognitive Impairment of Older Emergency Department Patients","year":2017,"lang":"en","type":"letter","venue":"Annals of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Medicine; Confidence interval; Cognitive impairment; Sample size determination; Prospective cohort study; Scale (ratio); Cognition; Gerontology; Psychiatry; Statistics; Internal medicine; Cartography","score_opus":0.07946839483476642,"score_gpt":0.401305307530114,"score_spread":0.3218369126953476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2777696406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6195582,0.00195242,0.0006263608,0.34301627,0.011158795,0.0114545375,0.005203088,0.000034126857,0.0069962037],"genre_scores_gemma":[0.9831275,0.0017287596,0.00018040907,0.0074847713,0.0016976072,0.0002214278,0.0017273193,0.00011556525,0.0037166553],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9936014,0.0003636977,0.002816184,0.0006363673,0.001980831,0.00060155994],"domain_scores_gemma":[0.98938435,0.0004898032,0.0041544777,0.0015036227,0.0043148627,0.00015285778],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015822735,0.00062667235,0.0022478632,0.0002961371,0.000094787116,7.9447875e-7,0.00046246868,0.0005109849,0.0014583064],"category_scores_gemma":[0.0021931939,0.00042489934,0.0010363521,0.00027457447,0.00058262853,0.000084559004,0.00021019866,0.0006705381,0.0000015526671],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016805249,0.0014648574,0.14392191,0.004792992,0.0011520463,0.000008952716,0.0006956549,0.0000017993864,0.00088231894,0.0000059803174,0.8458682,0.0010373007],"study_design_scores_gemma":[0.006083752,0.0070489217,0.92195106,0.0118197445,0.0029020105,0.0000065201143,0.0002178307,0.00008651476,0.019141894,0.00025387836,0.029964497,0.0005234094],"about_ca_topic_score_codex":0.0008170238,"about_ca_topic_score_gemma":0.0001701973,"teacher_disagreement_score":0.81590366,"about_ca_system_score_codex":0.00004665849,"about_ca_system_score_gemma":0.00030970373,"threshold_uncertainty_score":0.9998203},"labels":[],"label_agreement":null},{"id":"W2780155570","doi":"10.1111/jgs.15253","title":"Oral Health in Healthy Aging","year":2017,"lang":"en","type":"letter","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Gerontology; Healthy aging; MEDLINE; Geriatrics; Psychiatry","score_opus":0.034926716194301294,"score_gpt":0.3474041183475464,"score_spread":0.31247740215324515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780155570","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01125822,0.002005576,0.00009243847,0.98401946,0.0020922355,0.00037494453,0.000031413732,0.00001627622,0.000109429915],"genre_scores_gemma":[0.0045377435,0.0054170177,0.008086468,0.9707289,0.009555325,0.0000034993814,0.000012890996,0.00010479798,0.0015533814],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99640894,0.00034502798,0.0011761715,0.0003018204,0.0010207578,0.00074728316],"domain_scores_gemma":[0.9920699,0.00025263333,0.006139603,0.0010334962,0.00029754976,0.00020682364],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0015887484,0.00036715818,0.0017616784,0.00018878689,0.0002489749,0.00008076623,0.0010525716,0.0002767961,0.000015195726],"category_scores_gemma":[0.0004139919,0.0002523258,0.0013958396,0.00058051717,0.00044066395,0.00011452699,0.00021840353,0.0060642557,0.000007154989],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006716823,0.000058383754,0.004323169,0.00030037563,0.00017113204,0.0001842687,0.0006570713,0.000009017925,0.000007175192,3.4794374e-7,0.98638356,0.007838327],"study_design_scores_gemma":[0.002124837,0.0011004014,0.018735792,0.0006432776,0.00018145419,0.0014159293,0.00025958344,0.00004395403,0.0000033595177,0.00009781155,0.9751223,0.00027131644],"about_ca_topic_score_codex":0.0009842182,"about_ca_topic_score_gemma":0.000025445719,"teacher_disagreement_score":0.014412623,"about_ca_system_score_codex":0.001733821,"about_ca_system_score_gemma":0.0026984175,"threshold_uncertainty_score":0.9999929},"labels":[],"label_agreement":null},{"id":"W2780636342","doi":"10.1136/bmjopen-2017-018872","title":"Frailty measurement and outcomes in interventional studies: protocol for a systematic review of randomised control trials","year":2017,"lang":"en","type":"review","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Queen's University","funders":"Canadian Frailty Network; Queen's University; Government of Canada","keywords":"Medicine; Protocol (science); Randomized controlled trial; Systematic review; Alternative medicine; MEDLINE; Intensive care medicine; Medical physics; Surgery; Pathology","score_opus":0.7061133484298274,"score_gpt":0.6327831414952533,"score_spread":0.07333020693457415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780636342","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.0216705e-9,0.49707344,0.000029729354,0.00026465714,0.000039841776,0.50240886,0.00007945979,0.000004121767,0.00009990244],"genre_scores_gemma":[8.688661e-8,0.40472367,0.00020857491,0.00010349226,0.000038644575,0.594141,0.000015716367,0.000024581266,0.0007441988],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99088764,0.0022020407,0.0054746065,0.00043915302,0.0007835742,0.0002129962],"domain_scores_gemma":[0.98953325,0.0029597466,0.005588275,0.0011146409,0.00071131403,0.00009277406],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.036011185,0.00047761094,0.019233476,0.00015291048,0.000047550948,0.000059852664,0.00066550024,0.0001649919,0.00006943547],"category_scores_gemma":[0.09000724,0.00026136052,0.0016796363,0.00006378149,0.00007770463,0.00009567133,0.00026844942,0.00018189331,0.000008237769],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013021633,0.00021326901,0.000005351098,0.9663375,0.0037600023,0.000007406839,0.000030101137,4.102567e-9,5.1569558e-8,0.000012569989,0.0032950523,0.02503652],"study_design_scores_gemma":[0.07292126,0.000331075,0.000003881315,0.8054213,0.006302806,0.000026321766,0.000013531891,8.208331e-7,2.0469e-7,0.000031925356,0.11476067,0.00018623055],"about_ca_topic_score_codex":0.000017651486,"about_ca_topic_score_gemma":0.000042191998,"teacher_disagreement_score":0.16091624,"about_ca_system_score_codex":0.0002796125,"about_ca_system_score_gemma":0.00093205686,"threshold_uncertainty_score":0.99998385},"labels":[],"label_agreement":null},{"id":"W2780701305","doi":"10.1371/journal.pone.0190071","title":"Interventions to improve the outcomes of frail people having surgery: A systematic review","year":2017,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Department of Anesthesiology and Pain Medicine, Faculty of Medicine, University of Ottawa","keywords":"Psychological intervention; Medicine; MEDLINE; Systematic review; Gerontology; Intensive care medicine; Biology; Psychiatry","score_opus":0.23330781201124434,"score_gpt":0.39527392955795515,"score_spread":0.1619661175467108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780701305","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009376414,0.98799896,0.000010158364,0.0020733972,0.00017880429,0.009288657,0.00013774059,0.000054508877,0.0002483657],"genre_scores_gemma":[0.00002778165,0.9874448,0.00020515786,0.00027527186,0.000092086724,0.0022240127,0.00008116333,0.00008351807,0.0095661795],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9962066,0.0003290796,0.002051137,0.0003894458,0.00072075054,0.00030302888],"domain_scores_gemma":[0.99347913,0.0015402014,0.001772967,0.0027313293,0.00031505007,0.00016132678],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015096061,0.0004370693,0.008421358,0.00021302376,0.00010272903,0.000041864932,0.0006756137,0.00016680974,0.00016617088],"category_scores_gemma":[0.01664911,0.00024589157,0.0022855573,0.00025872592,0.000055048014,0.0000612153,0.00027216537,0.00047331996,0.00043959587],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.4920136e-7,0.0005160829,0.00006707846,0.97949785,0.0019748423,0.0000068094228,0.00006524114,1.0834562e-9,3.3309837e-7,0.000007174741,0.0018048586,0.016058777],"study_design_scores_gemma":[0.000104286155,0.00006766135,0.00006682772,0.9540677,0.03767509,0.000021754218,0.000012160316,3.7478492e-7,0.0000013936113,0.0000028284962,0.007779905,0.00019999435],"about_ca_topic_score_codex":0.00008040168,"about_ca_topic_score_gemma":0.00010962435,"teacher_disagreement_score":0.03570025,"about_ca_system_score_codex":0.00014255075,"about_ca_system_score_gemma":0.0002820087,"threshold_uncertainty_score":0.99999934},"labels":[],"label_agreement":null},{"id":"W2781169075","doi":"10.14740/jocmr3203w","title":"Frailty Testing Pilot Study: Pros and Pitfalls","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Kidney transplant; Grip strength; Internal medicine; Sarcopenia; Stressor; Physical therapy; Transplantation; Kidney transplantation","score_opus":0.7196340620970719,"score_gpt":0.6334714597391109,"score_spread":0.08616260235796103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781169075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9434179,0.00056207174,0.000025831981,0.04339194,0.00068960787,0.00084191025,0.0000010045353,0.0000143790485,0.011055348],"genre_scores_gemma":[0.99035823,0.00040216124,0.0015625444,0.00030050566,0.0052347644,0.00000686353,3.5991022e-7,0.000031134263,0.002103453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99383956,0.000692686,0.0020643547,0.00035181217,0.0025352149,0.0005163829],"domain_scores_gemma":[0.9861151,0.007856003,0.0010260253,0.0010061421,0.0029224157,0.0010743181],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.023989156,0.00017498301,0.0012594183,0.0003293625,0.00045531144,0.000084529165,0.00066802505,0.0001131279,0.00013629501],"category_scores_gemma":[0.19640863,0.000107590844,0.000087573106,0.00021194071,0.0017347065,0.00024479794,0.00038391838,0.0032730512,0.00002867166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016684872,0.0019063025,0.83334213,0.00015226722,0.0002517738,0.0015034364,0.0003064765,1.9967663e-7,0.0011094593,0.000026739906,0.014397155,0.14533557],"study_design_scores_gemma":[0.012834111,0.069568194,0.9079185,0.0020679245,0.00016309076,0.00063300284,0.0006704183,0.00010043092,0.00006273192,0.0008008601,0.00508575,0.00009497851],"about_ca_topic_score_codex":0.00027612396,"about_ca_topic_score_gemma":0.000046687266,"teacher_disagreement_score":0.17241947,"about_ca_system_score_codex":0.000054940985,"about_ca_system_score_gemma":0.00066384906,"threshold_uncertainty_score":0.9990264},"labels":[],"label_agreement":null},{"id":"W2781550992","doi":"10.1016/j.acvdsp.2017.11.019","title":"Prognosis impact of frailty assessed by the Edmonton Frail Scale in the setting of acute coronary syndrome in the elderly","year":2018,"lang":"en","type":"article","venue":"Archives of Cardiovascular Diseases Supplements","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Acute coronary syndrome; Frailty syndrome; Observational study; Population; Multivariate analysis; Frailty Index; Myocardial infarction","score_opus":0.012212042088244309,"score_gpt":0.2905695853577717,"score_spread":0.2783575432695274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781550992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992328,0.0027996257,0.00013974222,0.0008550057,0.00004079352,0.0019683721,0.001429134,0.000010803648,0.00042854913],"genre_scores_gemma":[0.9986417,0.0003028321,0.0002911602,0.0000788087,0.00004189758,0.00019869972,0.00040194817,0.000029496401,0.000013406112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963723,0.000849214,0.0007032267,0.00036136157,0.0012605314,0.00045336742],"domain_scores_gemma":[0.99761033,0.00062013866,0.00023801727,0.0013630548,0.00008585807,0.0000826263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076616684,0.00028034812,0.00078000117,0.00016209517,0.000083157305,0.000018314508,0.00089807855,0.000052530606,0.00007400676],"category_scores_gemma":[0.00014580332,0.00014980485,0.0013572207,0.0004963029,0.0006006997,0.00014372794,0.00016334816,0.0002489337,0.0000018318723],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043027574,0.0010755981,0.9604043,0.00031111608,0.005244812,0.000061530896,0.0049983636,0.000057540386,0.0012327813,0.000008847977,0.0023595458,0.023815293],"study_design_scores_gemma":[0.0034622797,0.001617598,0.9894747,0.00040535943,0.0017422946,0.00009989364,0.0012757644,0.00014383608,0.0009579564,0.00021044372,0.00046999412,0.00013985607],"about_ca_topic_score_codex":0.0019990338,"about_ca_topic_score_gemma":0.00017041458,"teacher_disagreement_score":0.029070428,"about_ca_system_score_codex":0.000035363242,"about_ca_system_score_gemma":0.00017358318,"threshold_uncertainty_score":0.61088645},"labels":[],"label_agreement":null},{"id":"W2781689511","doi":"10.1186/s12877-017-0692-0","title":"Osteoporotic fractures and obesity affect frailty progression: a longitudinal analysis of the Canadian multicentre osteoporosis study","year":2018,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; Osteoporosis Canada; Dalhousie University; Hamilton Health Sciences; University Health Network; McGill University","funders":"Canadian Institutes of Health Research; Merck Canada; University of Toronto; Hamilton Health Sciences; Eli Lilly and Company; Amgen Canada; Amgen; Osteoporosis Canada; McGill University","keywords":"Medicine; Osteoporosis; Body mass index; Hip fracture; Confidence interval; Gerontology; Cohort study; Cohort; Physical therapy; Internal medicine","score_opus":0.029836228362544088,"score_gpt":0.3252629479710981,"score_spread":0.29542671960855404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2781689511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970121,0.00030998173,0.000020722218,0.00030836734,0.00030239238,0.0016900386,0.000051666946,0.00003138424,0.00027339134],"genre_scores_gemma":[0.9980355,0.0000067397878,0.0013743427,0.00009517163,0.00021053899,0.000023974064,0.000020147721,0.000021721376,0.00021185685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979264,0.00017471916,0.00039315576,0.00046889618,0.0006379279,0.00039890746],"domain_scores_gemma":[0.9979532,0.00019804285,0.00026142327,0.0008452656,0.00037642306,0.00036564772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043023462,0.00025257462,0.0005803676,0.00042736577,0.0003684727,0.000053997628,0.00023525763,0.00017440059,0.0002644169],"category_scores_gemma":[0.0008597284,0.00016703148,0.00021873858,0.0019000571,0.00024131974,0.00007112377,0.00015178784,0.00024427817,0.000011354387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009197398,0.00032414263,0.9940413,0.00009630347,0.00044642124,0.00001770026,0.0033346016,0.000013142759,0.000045631114,0.000002884232,0.00044011095,0.0011457696],"study_design_scores_gemma":[0.0015911885,0.000573079,0.9909608,0.000054486525,0.0043201316,0.000014815199,0.0009317955,0.00069948216,0.00046155977,0.0000071674967,0.00022006081,0.00016547547],"about_ca_topic_score_codex":0.045140047,"about_ca_topic_score_gemma":0.728712,"teacher_disagreement_score":0.683572,"about_ca_system_score_codex":0.00018605097,"about_ca_system_score_gemma":0.00049659243,"threshold_uncertainty_score":0.9612185},"labels":[],"label_agreement":null},{"id":"W2783278359","doi":"10.1093/ageing/afx128","title":"Outcomes of Mobilisation of Vulnerable Elders in Ontario (MOVE ON): a multisite interrupted time series evaluation of an implementation intervention to increase patient mobilisation","year":2017,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; Sunnybrook Health Science Centre; Health Sciences Centre; McMaster University; University of Toronto","funders":"North York General Hospital; Ontario Ministry of Health and Long-Term Care; University of Toronto; Hamilton Health Sciences; University Health Network; London Health Sciences Centre; Ottawa Hospital; Kingston General Hospital; Thunder Bay Regional Health Sciences Centre","keywords":"Medicine; Interrupted time series; Intervention (counseling); Interrupted Time Series Analysis; Gerontology; Series (stratigraphy); Physical therapy; Psychological intervention; Nursing","score_opus":0.03519495563936144,"score_gpt":0.3478962932522327,"score_spread":0.3127013376128713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783278359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99862725,0.000007946851,0.000085768894,0.00007893579,0.00004728099,0.00093700347,0.000010595226,0.0000066697335,0.00019857986],"genre_scores_gemma":[0.9989441,0.0000016845113,0.0007326711,0.000028947159,0.000006275982,0.000044884866,0.00014371198,0.000007919514,0.000089795154],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99877083,0.00016228687,0.00048596712,0.00017587838,0.00031292113,0.0000921163],"domain_scores_gemma":[0.9990255,0.000059726735,0.00039165947,0.00028026823,0.00020094709,0.00004188636],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086997694,0.000096008356,0.0002544829,0.00018926598,0.000050338323,0.000015459915,0.00005319368,0.000042686355,0.000123901],"category_scores_gemma":[0.0005481391,0.00009009107,0.00004779624,0.00004936769,0.000045899644,0.00046077694,0.00004036416,0.000083556195,9.741177e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008891841,0.00066090614,0.28511208,0.00024624157,0.00011582304,0.000043944186,0.055141583,0.0012051135,0.09903221,0.00002462457,0.0000178124,0.5575105],"study_design_scores_gemma":[0.0029398478,0.0011701898,0.9436882,0.00047897748,0.00009116612,0.0000015256882,0.0035563721,0.00231613,0.045533087,0.00014953502,0.0000048656493,0.00007010851],"about_ca_topic_score_codex":0.12143961,"about_ca_topic_score_gemma":0.16966315,"teacher_disagreement_score":0.65857613,"about_ca_system_score_codex":0.00015121438,"about_ca_system_score_gemma":0.00003593081,"threshold_uncertainty_score":0.8844108},"labels":[],"label_agreement":null},{"id":"W2783397787","doi":"10.1136/bmjopen-2017-018653","title":"Understanding frailty: a qualitative study of European healthcare policy-makers’ approaches to frailty screening and management","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"Consumers, Health and Food Executive Agency; Uniwersytet Medyczny im. Piastów Slaskich we Wroclawiu; European Commission; Consumers, Health, Agriculture and Food Executive Agency; Universidade de Aveiro; American Heart Association","keywords":"Medicine; Health care; Qualitative research; Gerontology; Health services research; Epidemiology; MEDLINE; Public health; Nursing; Pathology; Economic growth; Social science","score_opus":0.7111240663896731,"score_gpt":0.506801592339648,"score_spread":0.20432247405002502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783397787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6089864,0.00006242159,0.022063376,0.06669602,0.00020741137,0.04807822,0.00009315597,0.00018015581,0.25363287],"genre_scores_gemma":[0.98331875,0.000003338137,0.012508784,0.001574487,0.00021601036,0.00025310376,0.000014101571,0.00005241037,0.0020590133],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975377,0.00058004435,0.00049832044,0.00052760803,0.0004994794,0.00035689524],"domain_scores_gemma":[0.998628,0.00011896746,0.00018534287,0.00068795524,0.00008418417,0.00029553034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018214947,0.00021791077,0.000483244,0.0002861307,0.0001929262,0.00008529907,0.00036540168,0.000042579173,0.000032630454],"category_scores_gemma":[0.00024475766,0.00019749587,0.00003895535,0.000534711,0.00015081196,0.00015493747,0.0011866584,0.00014933903,0.000036050675],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026235483,0.00094657607,0.011382147,0.0013933377,0.0012335101,0.00019978317,0.917064,0.000013278589,0.00008020533,0.026184041,0.013703574,0.025175994],"study_design_scores_gemma":[0.009129249,0.0062244795,0.08089063,0.002207319,0.00016825122,0.000041577856,0.8960668,0.00016384502,0.00010558362,0.0012647345,0.0032534476,0.00048410165],"about_ca_topic_score_codex":0.0023391284,"about_ca_topic_score_gemma":0.0016185988,"teacher_disagreement_score":0.37433237,"about_ca_system_score_codex":0.00017900848,"about_ca_system_score_gemma":0.000075468146,"threshold_uncertainty_score":0.8053648},"labels":[],"label_agreement":null},{"id":"W2783432524","doi":"10.1186/s12891-018-1935-8","title":"Frailty as a predictor of hospital length of stay after elective total joint replacements in elderly patients","year":2018,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Frailty in Older Adults","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Sports medicine; Orthopedic surgery; Rheumatology; Physical therapy; Emergency medicine; Epidemiology; Internal medicine; Total joint replacement; Rehabilitation; Joint arthroplasty; Joint (building); Gerontology; Arthroplasty; Surgery","score_opus":0.008849512386016431,"score_gpt":0.2644808116926972,"score_spread":0.25563129930668077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783432524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99283504,0.00009114019,0.00016917664,0.00009810981,0.0003691058,0.0016195743,0.000078321915,0.00004438467,0.004695154],"genre_scores_gemma":[0.9983582,0.000019891722,0.0007440041,0.000040068728,0.00008047245,0.0001357962,0.00007512856,0.00005491237,0.0004915526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99724555,0.000113749884,0.00078953186,0.0005681704,0.0007834393,0.0004995365],"domain_scores_gemma":[0.9984973,0.00007684639,0.00029657257,0.00059614034,0.00036687238,0.00016628604],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019047089,0.00033379337,0.0005712776,0.00029207428,0.000031923122,0.000007212098,0.00014852051,0.00018419218,0.00061378203],"category_scores_gemma":[0.0009371693,0.00030914193,0.00035918885,0.0004520103,0.00045230138,0.00022407895,0.00012952482,0.0002574316,0.000051660485],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00152467,0.0030320291,0.98355997,0.0007619435,0.0002532213,0.0000034175273,0.0031414097,0.000003534234,0.0005421706,0.000054548887,0.00064932584,0.0064737736],"study_design_scores_gemma":[0.007362759,0.013199259,0.97628623,0.0003952414,0.000094990704,0.0000011644652,0.0006490985,0.00010713382,0.0010937125,0.00036160203,0.00015810241,0.00029072503],"about_ca_topic_score_codex":0.00062082266,"about_ca_topic_score_gemma":0.0008748056,"teacher_disagreement_score":0.010167229,"about_ca_system_score_codex":0.00014283304,"about_ca_system_score_gemma":0.0002254383,"threshold_uncertainty_score":0.99993604},"labels":[],"label_agreement":null},{"id":"W2783718203","doi":"10.1016/j.euf.2017.10.010","title":"Comprehensive Geriatric Assessment in the Older Adult with Cancer: A Review","year":2017,"lang":"en","type":"review","venue":"European Urology Focus","topic":"Frailty in Older Adults","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Geriatric oncology; Cancer; Adverse effect; Intensive care medicine; Risk assessment; Quality of life (healthcare); Gerontology; Internal medicine; Nursing","score_opus":0.06597349597400559,"score_gpt":0.384614725545619,"score_spread":0.3186412295716134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783718203","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000030486028,0.94785875,0.000009835447,0.0059005315,0.00035091955,0.0036177977,0.00004777441,0.00006378642,0.04214755],"genre_scores_gemma":[0.000035357767,0.9915705,0.00014144796,0.0055603185,0.0005969032,0.0004102206,0.00012211756,0.00016374487,0.0013993952],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99488187,0.0023105377,0.00092995644,0.0008600018,0.000432488,0.0005851528],"domain_scores_gemma":[0.9961834,0.00039222726,0.000961349,0.0020922301,0.00023595488,0.00013485005],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00070057774,0.0007232025,0.0028576127,0.00023157733,0.0001413916,0.00004286065,0.0011042926,0.00018725358,0.00020902923],"category_scores_gemma":[0.00019874488,0.00039315806,0.0004365196,0.00036911078,0.00029517367,0.000053431042,0.00021984999,0.002055464,0.00048017045],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017918603,0.00011062685,0.000052677893,0.030579248,0.0002874162,0.0031923926,0.00008304292,2.2816359e-7,2.7179532e-8,0.000033817007,0.029502869,0.93613976],"study_design_scores_gemma":[0.001259499,0.0005247802,0.0019026063,0.044379946,0.003443281,0.0024058633,0.000006649121,9.054203e-7,1.1915756e-8,0.0000026523828,0.94572186,0.0003519278],"about_ca_topic_score_codex":0.00012792976,"about_ca_topic_score_gemma":0.000075696036,"teacher_disagreement_score":0.9357878,"about_ca_system_score_codex":0.00014373609,"about_ca_system_score_gemma":0.000667619,"threshold_uncertainty_score":0.999852},"labels":[],"label_agreement":null},{"id":"W2783722694","doi":"10.1111/ajag.12483","title":"Frailty prevalence in Australia: Findings from four pooled Australian cohort studies","year":2018,"lang":"en","type":"article","venue":"Australasian Journal on Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Health and Medical Research Council","keywords":"Medicine; Cohort; Demography; Gerontology; Marital status; Cohort study; Ageing; Older people; Frailty Index; Population; Internal medicine; Environmental health","score_opus":0.08171411277090777,"score_gpt":0.3596967988099713,"score_spread":0.2779826860390635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783722694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905478,0.000102633014,0.000028277313,0.0065435017,0.0011974069,0.00052558497,0.00002137874,0.000086250344,0.0009471809],"genre_scores_gemma":[0.9718324,0.00014898316,0.0020984493,0.0005466764,0.0013909927,0.00001552076,0.000007336255,0.000059357353,0.023900272],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99625593,0.00017695659,0.0010229729,0.0006661569,0.00087830727,0.0009996683],"domain_scores_gemma":[0.99807173,0.00020703387,0.00030693703,0.0005441665,0.00029375756,0.0005763478],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00073673145,0.00050456653,0.00080776296,0.0004631243,0.0002599475,0.00014429817,0.00041486946,0.00029731623,0.0018254955],"category_scores_gemma":[0.00088355556,0.00044319103,0.00024693419,0.00053176616,0.00039502015,0.00046274258,0.00007585725,0.001801308,0.0007939937],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005408824,0.0003248772,0.9255566,0.00023815206,0.0013752772,0.013814171,0.004304754,0.00004290646,0.011876114,0.00008316327,0.037433643,0.00440946],"study_design_scores_gemma":[0.0031150866,0.0012494897,0.97674173,0.0042135953,0.00042474398,0.0011714234,0.0009374907,0.000022915223,0.008442384,0.00086491904,0.0023754819,0.00044076113],"about_ca_topic_score_codex":0.00016250463,"about_ca_topic_score_gemma":0.0001934037,"teacher_disagreement_score":0.05118511,"about_ca_system_score_codex":0.0005895819,"about_ca_system_score_gemma":0.00011801527,"threshold_uncertainty_score":0.999984},"labels":[],"label_agreement":null},{"id":"W2783740767","doi":"10.1186/s12916-017-0986-2","title":"Identifying older adults at risk of harm following elective surgery: a systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"BMC Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":225,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Ottawa; Institute of Health Economics; St. Michael's Hospital; Institute for Work & Health; Canada Research Chairs; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Meta-analysis; Odds ratio; Confidence interval; Number needed to harm; MEDLINE; Incidence (geometry); Adverse effect; CINAHL; Elective surgery; Prospective cohort study; Internal medicine; Relative risk; Surgery; Number needed to treat; Psychological intervention; Psychiatry","score_opus":0.14131930767107295,"score_gpt":0.3955100718248962,"score_spread":0.25419076415382325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783740767","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012412645,0.9915574,0.0003069223,0.00014396758,0.0002233846,0.0074404906,0.000088792825,0.000075746284,0.00015088134],"genre_scores_gemma":[0.000080535094,0.99313325,0.00042844354,0.00032896176,0.00019618768,0.0009670354,0.00039364691,0.00013129425,0.004340631],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9910541,0.0016971091,0.0039636893,0.0013162569,0.0014149435,0.00055387575],"domain_scores_gemma":[0.9885331,0.004635598,0.0038007149,0.0020701222,0.00053845526,0.0004220029],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0055263694,0.0011009701,0.029819356,0.0012836287,0.00012670188,0.000014112203,0.00034630188,0.00038908308,0.00096948433],"category_scores_gemma":[0.012397678,0.00062697084,0.0076428796,0.0027571006,0.00027716858,0.00009628478,0.0002134383,0.0005789578,0.00007704593],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010298169,0.000038688693,0.00006528459,0.7701915,0.22539522,0.000041887004,0.00028662742,9.251606e-9,5.018224e-8,0.0000012891953,0.0034122586,0.00055689435],"study_design_scores_gemma":[0.00039731164,0.00007656208,0.000027871201,0.3924642,0.60346645,0.0001659822,0.000052788102,0.000003491735,6.259863e-7,0.0000024410965,0.0030762856,0.0002659814],"about_ca_topic_score_codex":0.00024139366,"about_ca_topic_score_gemma":0.00021314679,"teacher_disagreement_score":0.37807125,"about_ca_system_score_codex":0.00030754192,"about_ca_system_score_gemma":0.00031114928,"threshold_uncertainty_score":0.9999438},"labels":[],"label_agreement":null},{"id":"W2785618156","doi":"10.1093/ageing/afx168","title":"Identification of older adults with frailty in the Emergency Department using a frailty index: results from a multinational study","year":2017,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; McMaster University; University of Toronto; Schwartz/Reisman Emergency Medicine Institute; Mount Sinai Hospital","funders":"","keywords":"Medicine; Emergency department; Cohort; Prospective cohort study; Odds ratio; Cohort study; Gerontology; Emergency medicine; Internal medicine; Psychiatry","score_opus":0.039497790619377166,"score_gpt":0.3252697744957863,"score_spread":0.2857719838764091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785618156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99791974,0.00009254335,0.00036687544,0.00037415785,0.00007353065,0.00092964934,0.000047061778,0.000011475565,0.00018499103],"genre_scores_gemma":[0.99932784,0.000019768504,0.00033333345,0.000040810122,0.000085221065,0.000034966128,0.000055229648,0.000011829088,0.00009098457],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860036,0.000068012596,0.00045406746,0.00032739874,0.00039880583,0.00015137618],"domain_scores_gemma":[0.99883556,0.00009093593,0.0003490125,0.0005851735,0.000097793636,0.000041538453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035985073,0.0001319289,0.00020228088,0.00006962467,0.00023361972,0.000048580583,0.00017845562,0.00005181398,0.00001693198],"category_scores_gemma":[0.00037997635,0.000089475216,0.000032079755,0.00008860706,0.000067994384,0.00020317442,0.000068940884,0.0001675167,0.0000017058845],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017567794,0.0026751286,0.81987965,0.0001800858,0.00030584814,0.0058701467,0.09957094,0.000114814,0.009362528,0.000027786813,0.00022948874,0.06002682],"study_design_scores_gemma":[0.0055414815,0.00013236975,0.9874806,0.00045840922,0.000073185976,0.000007859926,0.0031674816,0.0025808688,0.00036361328,0.00006609296,0.000028964823,0.000099070785],"about_ca_topic_score_codex":0.0033722508,"about_ca_topic_score_gemma":0.0034853364,"teacher_disagreement_score":0.16760096,"about_ca_system_score_codex":0.000025679581,"about_ca_system_score_gemma":0.000028387929,"threshold_uncertainty_score":0.5097857},"labels":[],"label_agreement":null},{"id":"W2786207697","doi":"10.12968/bjcn.2018.23.2.86","title":"The use of acuity and frailty measures for district nursing workforce plans","year":2018,"lang":"en","type":"article","venue":"British Journal of Community Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Medicine; Nursing; Audit; Workforce; Consistency (knowledge bases); Psychological intervention; Resource (disambiguation); Dependency (UML); Quality (philosophy)","score_opus":0.14381495141653738,"score_gpt":0.3599888380204934,"score_spread":0.21617388660395603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786207697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9795379,0.0027181662,0.013761325,0.0023998015,0.00048027115,0.00029246282,0.000055335855,0.000016925967,0.0007378102],"genre_scores_gemma":[0.9950419,0.0004779116,0.0039217463,0.00012460646,0.0002932546,0.000001167872,0.000007337066,0.000023100416,0.00010898397],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983783,0.0003737193,0.00054380053,0.000061957144,0.00037005817,0.00027218298],"domain_scores_gemma":[0.996933,0.001385312,0.00040297967,0.00031992613,0.0007956229,0.0001631574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010458083,0.000121521254,0.00037707234,0.000072222596,0.0009966072,0.00015908603,0.00027210233,0.00009446718,0.0000038661265],"category_scores_gemma":[0.0021931245,0.00010979152,0.00013931947,0.00015935833,0.001121921,0.00028077394,0.0000263676,0.00083227764,2.4417045e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006226016,0.00034578153,0.0016939705,0.000040465056,0.00008158271,0.00001110277,0.0033437684,0.0000055762202,0.0007243142,0.00005904366,0.016834725,0.97623706],"study_design_scores_gemma":[0.010182301,0.0049589407,0.80953604,0.04864304,0.0011972465,0.02766963,0.01268254,0.0009387254,0.008799281,0.008347083,0.06646945,0.0005757284],"about_ca_topic_score_codex":0.00017913294,"about_ca_topic_score_gemma":0.00023986926,"teacher_disagreement_score":0.97566134,"about_ca_system_score_codex":0.0001451005,"about_ca_system_score_gemma":0.000109199806,"threshold_uncertainty_score":0.7665198},"labels":[],"label_agreement":null},{"id":"W2788052402","doi":"10.1016/j.maturitas.2018.02.011","title":"Improving the rehabilitation of older people after emergency hospital admission","year":2018,"lang":"en","type":"review","venue":"Maturitas","topic":"Frailty in Older Adults","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"Oxford Health NHS Foundation Trust; National Institute for Health and Care Research","keywords":"Medicine; Rehabilitation; Medical emergency; Physical medicine and rehabilitation; Physical therapy; Emergency medicine","score_opus":0.012033327274530683,"score_gpt":0.3010687872891151,"score_spread":0.28903546001458447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788052402","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00054553273,0.99507445,0.000020963798,0.00061867083,0.0013184823,0.0019145306,0.000061298735,0.000052550917,0.00039352605],"genre_scores_gemma":[0.0010645746,0.99347526,0.0013345773,0.000029575804,0.0007146808,0.00033373217,0.00016163316,0.00009970662,0.002786251],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979619,0.00012514587,0.0007961822,0.00042968863,0.00041690402,0.00027018558],"domain_scores_gemma":[0.99804413,0.00021275668,0.0004311188,0.00096920814,0.00022892319,0.00011387535],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032958988,0.0003544269,0.0010462311,0.00013397798,0.000054623597,0.000012875243,0.0002364195,0.000348258,0.0013928396],"category_scores_gemma":[0.0010275155,0.00020719721,0.00061908463,0.00034101747,0.000088272434,0.00007934476,0.00014463894,0.00042002113,0.00021618581],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004554471,0.00036248437,0.00022399038,0.114852086,0.00023617056,0.000014389826,0.0039753523,1.7914733e-8,0.0000043007853,0.000028811926,0.11197778,0.7682791],"study_design_scores_gemma":[0.00030887945,0.0006489877,0.0029781882,0.023377696,0.0013892985,0.000043422722,0.00013809529,0.0000045978472,0.0000061524074,0.0000582794,0.9707441,0.00030230902],"about_ca_topic_score_codex":0.00005211577,"about_ca_topic_score_gemma":0.0000179447,"teacher_disagreement_score":0.8587663,"about_ca_system_score_codex":0.00009299701,"about_ca_system_score_gemma":0.00018520986,"threshold_uncertainty_score":0.99952},"labels":[],"label_agreement":null},{"id":"W2788411744","doi":"10.1186/s12877-017-0701-3","title":"Standard set of health outcome measures for older persons","year":2018,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":211,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University of Toronto","funders":"","keywords":"Medicine; Health care; Delphi method; Loneliness; Autonomy; Mood; Gerontology; Nursing; Psychiatry","score_opus":0.09313355594926694,"score_gpt":0.36987910830697673,"score_spread":0.2767455523577098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788411744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6394288,0.0037222707,0.3243849,0.017061492,0.0040848553,0.0057048863,0.001942298,0.00044570287,0.003224797],"genre_scores_gemma":[0.94670206,0.00003056552,0.049322333,0.00064885913,0.00091090845,0.00003366659,0.000051013867,0.000048913276,0.002251678],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984925,0.000050721454,0.00048256756,0.00023844946,0.00040438893,0.0003313984],"domain_scores_gemma":[0.9987035,0.00014978321,0.00021052103,0.00039162135,0.00040120631,0.00014339227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007813598,0.00013965092,0.00046924164,0.00013614765,0.00009128756,0.000010627348,0.000108009306,0.00009304059,0.00009895218],"category_scores_gemma":[0.0008869633,0.00012041926,0.00015648699,0.00025358656,0.00008976665,0.000039763414,0.00003103826,0.000088045046,0.000020260863],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014036889,0.00028999127,0.49103433,0.004363264,0.00019711856,0.0000046008076,0.0106162205,0.0000092027885,0.0006716991,0.00087669695,0.43829554,0.05223763],"study_design_scores_gemma":[0.022885691,0.007489367,0.40500262,0.00042168022,0.0005930083,0.00010526128,0.003912895,0.00060456386,0.0057003335,0.0006989835,0.5516811,0.0009045041],"about_ca_topic_score_codex":0.000080446844,"about_ca_topic_score_gemma":0.00011565218,"teacher_disagreement_score":0.30727324,"about_ca_system_score_codex":0.0001271836,"about_ca_system_score_gemma":0.0004920494,"threshold_uncertainty_score":0.4910555},"labels":[],"label_agreement":null},{"id":"W2790084510","doi":"10.1590/1982-0194201700088","title":"Fragilidade de idosos em vulnerabilidade social","year":2017,"lang":"pt","type":"article","venue":"Acta Paulista de Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Social vulnerability; Gerontology; Medicine; Humanities; Psychology; Psychiatry; Philosophy","score_opus":0.04707906028631016,"score_gpt":0.3471530864271464,"score_spread":0.3000740261408362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790084510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89873314,0.00067052734,0.00088509434,0.038496662,0.0024664174,0.0014325067,0.0004524342,0.00051075773,0.056352455],"genre_scores_gemma":[0.94890404,0.00010162407,0.0005210123,0.003760472,0.004589934,0.00009783677,0.0001239445,0.0002616423,0.041639507],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99367917,0.00058706774,0.0010288229,0.0012248452,0.0010860822,0.0023940143],"domain_scores_gemma":[0.99433714,0.00047755011,0.00083511986,0.002950615,0.00031460644,0.0010849648],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001428604,0.0010071644,0.001265351,0.00023028224,0.0023495052,0.0016205064,0.0022487447,0.001169282,0.0029779915],"category_scores_gemma":[0.004476102,0.0010773905,0.00059624494,0.00020026238,0.0007169955,0.00087089575,0.00068543124,0.0025931639,0.0016699608],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012083782,0.0019206225,0.09274064,0.002478906,0.001526754,0.006710316,0.068252794,0.00001935339,0.06646625,0.0025468778,0.7186957,0.03743343],"study_design_scores_gemma":[0.0111068785,0.00065937807,0.80642563,0.0011242948,0.0016666364,0.00076595484,0.0094457315,0.0037187124,0.01375255,0.0010332194,0.14795192,0.002349122],"about_ca_topic_score_codex":0.00061734306,"about_ca_topic_score_gemma":0.00035200434,"teacher_disagreement_score":0.713685,"about_ca_system_score_codex":0.0012043652,"about_ca_system_score_gemma":0.0011595195,"threshold_uncertainty_score":0.9997079},"labels":[],"label_agreement":null},{"id":"W2790388175","doi":"10.1503/cjs.002617","title":"Analysis of postdischarge costs following emergent general surgery in elderly patients","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Interquartile range; Confidence interval; Emergency medicine; Health care; Pediatrics; Surgery; Internal medicine","score_opus":0.030063386669051315,"score_gpt":0.26747345334303335,"score_spread":0.23741006667398204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790388175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962817,0.0005266813,0.000012965887,0.0007574844,0.001979224,0.00009573233,0.000048605307,0.0000037616244,0.00029383576],"genre_scores_gemma":[0.9989845,0.00004408494,0.00007735135,0.00037852084,0.00027164922,0.0000015374563,0.0000586807,0.000026087126,0.00015755031],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974999,0.00010536125,0.0012420005,0.00017819372,0.0004508337,0.00052370224],"domain_scores_gemma":[0.9973808,0.00032884674,0.0004847942,0.00027211817,0.0006057293,0.00092770223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010076669,0.00017582386,0.0010752948,0.0035432489,0.000057476027,0.00001700427,0.000118160846,0.00011259376,0.0006888126],"category_scores_gemma":[0.0012596312,0.00016674706,0.00094220316,0.0017455785,0.00009751025,0.00020165673,0.00000971994,0.00022665397,0.0000085522],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005785612,0.00006636516,0.97211653,0.000021980384,0.0009871419,0.00055059965,0.00031601478,0.000007767823,0.00015098535,0.000003277086,0.016531024,0.009190487],"study_design_scores_gemma":[0.00044840277,0.0001138785,0.9948232,0.00044114926,0.0006266925,0.000026695183,0.00009253472,0.00007031864,0.00044779023,0.000005218854,0.0027460638,0.00015803405],"about_ca_topic_score_codex":0.011241295,"about_ca_topic_score_gemma":0.0512422,"teacher_disagreement_score":0.040000904,"about_ca_system_score_codex":0.00043043442,"about_ca_system_score_gemma":0.0019503945,"threshold_uncertainty_score":0.9953429},"labels":[],"label_agreement":null},{"id":"W2791245831","doi":"10.1200/jco.2018.36.6_suppl.238","title":"Impact of a geriatric oncology (GO) clinic on cancer treatment plans and supportive care for older adults with genitourinary (GU) cancer.","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Geriatric oncology; Polypharmacy; Cancer; Geriatrics; Genitourinary system; Prostate cancer; Radiation therapy; Internal medicine; Malignancy; Psychiatry","score_opus":0.08016295344106074,"score_gpt":0.5011839095874145,"score_spread":0.4210209561463538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791245831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909339,0.0014709907,0.000026626758,0.0035724181,0.0014102748,0.0011176823,0.00024773873,0.000010762418,0.00120962],"genre_scores_gemma":[0.98861825,0.004234856,0.0018365724,0.0006824496,0.0039266613,0.00008606239,0.0000121875155,0.000042544296,0.0005604176],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99619615,0.0003219204,0.0023285209,0.0003987358,0.00032058454,0.00043408823],"domain_scores_gemma":[0.99158746,0.0033503587,0.0027203262,0.00027046693,0.0014918688,0.00057954807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007848764,0.00030456114,0.0024856525,0.00022213852,0.0000643679,0.000004858522,0.00015763956,0.000618964,0.0005499081],"category_scores_gemma":[0.00095839327,0.00017922194,0.00067551626,0.00016869955,0.0005763875,0.000083728584,0.000038365044,0.0006316291,0.000008794982],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.10396766,0.0042043277,0.37246934,0.00021812943,0.0024526282,0.00072517083,0.00412464,0.000015901136,0.000050626564,0.0000023417585,0.013202458,0.49856678],"study_design_scores_gemma":[0.035841387,0.30946738,0.6366999,0.00056195847,0.0014137377,0.00052200566,0.0009012535,0.000035063546,0.00015718829,0.000014527769,0.014235695,0.00014987269],"about_ca_topic_score_codex":0.0006089378,"about_ca_topic_score_gemma":0.0024149385,"teacher_disagreement_score":0.4984169,"about_ca_system_score_codex":0.0011931602,"about_ca_system_score_gemma":0.0074642263,"threshold_uncertainty_score":0.9981625},"labels":[],"label_agreement":null},{"id":"W2791604247","doi":"10.1503/cmaj.170902","title":"Using frailty tools as prognostic markers in patients who are acutely ill","year":2018,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Stressor; Medicine; Gerontology; Intensive care medicine; Psychology; Psychiatry","score_opus":0.028603932724707026,"score_gpt":0.2759238392250563,"score_spread":0.2473199065003493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791604247","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11535815,0.00011374145,0.0000123959635,0.87650347,0.003313228,0.00085114856,0.00034141712,0.00003211118,0.003474315],"genre_scores_gemma":[0.0047285534,0.000069497975,0.00026926855,0.9721586,0.016252384,0.000016567,0.00048822083,0.00012690999,0.005889966],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99275476,0.0004402201,0.0010998703,0.00047625302,0.0038697838,0.0013590987],"domain_scores_gemma":[0.9943698,0.0004941527,0.00094177155,0.00030048194,0.0018715523,0.0020222657],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001296809,0.0004494753,0.00095894095,0.00079854636,0.00023437291,0.00022696223,0.00045834415,0.0032631846,0.005884537],"category_scores_gemma":[0.025201347,0.00043436262,0.00026698713,0.0004878896,0.00012499643,0.00025435386,0.000045436012,0.0073693283,0.0004465728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000019462585,0.00002799045,0.19678913,0.000061255414,0.00022122623,0.004443827,0.00012672892,3.3746994e-7,1.2977081e-7,3.6674385e-7,0.7912496,0.007059998],"study_design_scores_gemma":[0.0024667925,0.00017972357,0.23087598,0.002977933,0.00015403602,0.0004538579,0.00006547349,0.00009281547,8.106231e-7,0.00003543945,0.76234704,0.0003501272],"about_ca_topic_score_codex":0.0038813506,"about_ca_topic_score_gemma":0.01567474,"teacher_disagreement_score":0.110629596,"about_ca_system_score_codex":0.007479527,"about_ca_system_score_gemma":0.0081987325,"threshold_uncertainty_score":0.9998108},"labels":[],"label_agreement":null},{"id":"W2791645909","doi":"10.1001/jamasurg.2018.0213","title":"From Preoperative Assessment to Preoperative Optimization of Frailty","year":2018,"lang":"en","type":"letter","venue":"JAMA Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Stressor; Vulnerability (computing); Frailty syndrome; Frailty Index; Intensive care medicine; Preoperative care; MEDLINE; Emergency medicine; Gerontology; Surgery; Psychiatry","score_opus":0.038970183342783606,"score_gpt":0.3135916464729745,"score_spread":0.27462146313019087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791645909","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04419593,0.00017039372,0.015744932,0.9217663,0.0031976907,0.0030470109,0.0020229395,0.00022123204,0.009633591],"genre_scores_gemma":[0.023682667,0.000109019886,0.06288779,0.8507693,0.023801742,0.00061440404,0.0135831265,0.00034011542,0.024211856],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962055,0.00038179435,0.0009770833,0.0009069171,0.00104208,0.00048662542],"domain_scores_gemma":[0.99553645,0.0015905447,0.00043911702,0.0010584008,0.001193124,0.00018238428],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037430186,0.00057007046,0.0014897416,0.0004327993,0.000075180695,0.00009437309,0.00023155821,0.0011546711,0.0037563771],"category_scores_gemma":[0.001256497,0.0004989115,0.0003466959,0.00042195135,0.00017813011,0.00027459435,0.00016854335,0.0014704416,0.00017709675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011752489,0.000118203396,0.0062877857,0.00023804262,0.0005038359,0.00022692213,0.0014594947,0.00043232198,0.000116474104,0.0000012588636,0.989704,0.0007941154],"study_design_scores_gemma":[0.0025177735,0.0012504113,0.06338313,0.008244989,0.0011025991,0.00006185155,0.0004541932,0.005102631,0.011927037,0.000080971295,0.90390104,0.0019733536],"about_ca_topic_score_codex":0.000560279,"about_ca_topic_score_gemma":0.000016632815,"teacher_disagreement_score":0.085802965,"about_ca_system_score_codex":0.0003754698,"about_ca_system_score_gemma":0.00095161574,"threshold_uncertainty_score":0.99974626},"labels":[],"label_agreement":null},{"id":"W2791675368","doi":"10.1503/cmaj.161403","title":"Impact of frailty on outcomes after discharge in older surgical patients: a prospective cohort study","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Diabetes Canada; Leduc Community Hospital; Alberta Health; University of Alberta","funders":"","keywords":"Prospective cohort study; Medicine; Cohort; Gerontology; Cohort study; Patient discharge; MEDLINE; Surgery; Internal medicine","score_opus":0.007380788717687358,"score_gpt":0.2948043604850225,"score_spread":0.28742357176733513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791675368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928739,0.000010424496,0.0000019526576,0.003614028,0.0004154982,0.0007997009,0.000055554563,0.000009578379,0.0022193282],"genre_scores_gemma":[0.99767125,0.0000048916445,0.000011581751,0.00097442995,0.000593991,0.00003473139,0.0000108032755,0.00002033512,0.00067800464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99652356,0.00020631732,0.0006395326,0.00023635825,0.0018830597,0.0005111707],"domain_scores_gemma":[0.99735105,0.00018241144,0.00022894503,0.00017620678,0.000760796,0.0013005952],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00115589,0.00018025706,0.0005241803,0.00034579984,0.000076269345,0.000026226546,0.00013438246,0.0002813855,0.007553538],"category_scores_gemma":[0.0031681445,0.00012859137,0.00019377093,0.0003442656,0.00007856403,0.00011196015,0.000018030356,0.00096689124,0.00013177969],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012592635,0.0009335569,0.987503,0.000003632319,0.00030065048,0.00035280423,0.0012011762,2.0035793e-7,1.7848694e-7,0.00000558232,0.008165525,0.0014077976],"study_design_scores_gemma":[0.007243221,0.0011472071,0.9901101,0.0001402239,0.00004378231,0.000040101375,0.00015318947,0.000019088497,0.000001634736,0.000019738864,0.00096261036,0.000119105556],"about_ca_topic_score_codex":0.0050380006,"about_ca_topic_score_gemma":0.050471444,"teacher_disagreement_score":0.045433443,"about_ca_system_score_codex":0.002893725,"about_ca_system_score_gemma":0.0017039456,"threshold_uncertainty_score":0.99335366},"labels":[],"label_agreement":null},{"id":"W2791958438","doi":"10.1016/j.maturitas.2018.01.018","title":"Prediction of in-hospital mortality with the 6-item Brief Geriatric Assessment tool: An observational prospective cohort study","year":2018,"lang":"en","type":"article","venue":"Maturitas","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; University Health Network; McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Polypharmacy; Observational study; Prospective cohort study; Proportional hazards model; Emergency medicine; Cohort study; Geriatrics; Cohort; Adverse effect; Pediatrics; Internal medicine; Psychiatry","score_opus":0.0316208662864206,"score_gpt":0.30910457651551765,"score_spread":0.27748371022909707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791958438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944056,0.000016265963,0.00006655754,0.0006546049,0.0002050942,0.0025307112,0.000056076908,0.0000572832,0.0020078],"genre_scores_gemma":[0.9983697,0.000001569518,0.00070364715,0.000079846766,0.00031391892,0.00020042126,0.00008421945,0.000018753672,0.00022794608],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984693,0.000089726665,0.00030114877,0.00032694222,0.0006445307,0.00016838052],"domain_scores_gemma":[0.9989176,0.00006895075,0.0001274755,0.0004839022,0.00035541426,0.000046671306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059819146,0.00013720371,0.0002479505,0.00006122206,0.0000693014,0.000024489218,0.0001140601,0.000057649715,0.00008391004],"category_scores_gemma":[0.00009007049,0.000090901485,0.00003228651,0.0003775521,0.00014968896,0.00021671066,0.000042268304,0.00021512058,0.000003951704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116678544,0.0016085156,0.9947327,0.000029479033,0.00017096248,0.000014244333,0.0014696427,0.0000031224351,0.00010363516,0.00027690013,0.0013664332,0.00010770958],"study_design_scores_gemma":[0.0017321731,0.0035043806,0.9928955,0.000038283586,0.00016343288,0.000011187919,0.0008039964,0.00036296336,0.00012223196,0.000120466764,0.00015732452,0.00008809436],"about_ca_topic_score_codex":0.00038262157,"about_ca_topic_score_gemma":0.00042644868,"teacher_disagreement_score":0.003964071,"about_ca_system_score_codex":0.00016581305,"about_ca_system_score_gemma":0.00015526474,"threshold_uncertainty_score":0.3706855},"labels":[],"label_agreement":null},{"id":"W2792071818","doi":"10.1016/j.jpeds.2017.10.066","title":"Frailty in Children with Liver Disease: A Prospective Multicenter Study","year":2018,"lang":"en","type":"article","venue":"The Journal of Pediatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; University of Alberta; Stollery Children's Hospital; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Liver disease; Prospective cohort study; Chronic liver disease; Cohort; Liver transplantation; Receiver operating characteristic; Cohort study; Severity of illness; Disease; Pediatrics; Internal medicine; Transplantation; Cirrhosis","score_opus":0.014546900761096175,"score_gpt":0.277734395779436,"score_spread":0.2631874950183398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792071818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977583,0.0005789295,0.00012732032,0.00049192685,0.00010966153,0.000806652,0.000005306419,0.000009684895,0.00011216223],"genre_scores_gemma":[0.99757046,0.00014781283,0.00035609215,0.00016814172,0.0015117979,0.000002911698,6.393233e-7,0.000019766965,0.00022237898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874175,0.00010164847,0.00030744128,0.00010400797,0.0005533823,0.00019175498],"domain_scores_gemma":[0.99884045,0.000097299046,0.00024138624,0.00025444414,0.00040553167,0.00016085939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049634767,0.00012600944,0.00021953516,0.0001648011,0.0000543807,0.000013635476,0.00019682178,0.000030175097,0.000055709785],"category_scores_gemma":[0.00030416079,0.00006660804,0.000046259698,0.00037073923,0.00011002494,0.0001240809,0.00005305677,0.00042723436,0.000030692026],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015200876,0.000930557,0.99154127,0.000016548212,0.00004556739,0.00009446074,0.0041558654,0.000009218759,0.0000063873904,0.0000016036726,0.0012345947,0.00044387067],"study_design_scores_gemma":[0.00518989,0.0023439252,0.99088657,0.00003912559,0.00070899003,0.00013886597,0.00050450105,0.000032012067,0.00002336569,0.000020627984,0.00003271048,0.000079418154],"about_ca_topic_score_codex":0.000068016256,"about_ca_topic_score_gemma":0.00013063019,"teacher_disagreement_score":0.0036698026,"about_ca_system_score_codex":0.0001109204,"about_ca_system_score_gemma":0.0001693437,"threshold_uncertainty_score":0.27161968},"labels":[],"label_agreement":null},{"id":"W2792452495","doi":"10.1016/j.jcrc.2018.02.004","title":"Assessing frailty in the intensive care unit: A reliability and validity study","year":2018,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; St. Joseph’s Healthcare Hamilton; Public Health Ontario; Dalhousie University; University of Toronto; Queen's University; McMaster University; University of Calgary; Impact","funders":"Canadian Institutes of Health Research; Canadian Frailty Network","keywords":"Medicine; Chart; Intensive care unit; Odds ratio; Physical therapy; Internal medicine","score_opus":0.13380628975123904,"score_gpt":0.44373718929608535,"score_spread":0.3099308995448463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792452495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903835,0.0005549815,0.00006938708,0.0072238087,0.00031944286,0.00026027142,0.0000057420857,0.00000743712,0.0011754443],"genre_scores_gemma":[0.99751085,0.0000023681002,0.00048056306,0.0014990765,0.000488156,0.000002434493,0.0000012973788,0.000010641757,0.0000045842116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982406,0.0004049577,0.00042880743,0.00016524279,0.0005546922,0.00020569914],"domain_scores_gemma":[0.99342287,0.00077453227,0.00006877955,0.00028652372,0.0052968333,0.00015045401],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00067612797,0.0001229926,0.00034725523,0.00008821045,0.00010205382,0.00008616105,0.00014567947,0.000086026135,0.000035276636],"category_scores_gemma":[0.012458261,0.00007569111,0.000079316065,0.00018153332,0.00046152424,0.00025096265,0.000063972795,0.00076073484,0.0000026786013],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041801578,0.00054066454,0.8302254,0.0010419638,0.00002445092,0.001760113,0.15610872,0.0000012399297,0.00022529841,0.000099515324,0.0006022315,0.00895238],"study_design_scores_gemma":[0.0013500265,0.002511499,0.5534008,0.00021411906,0.00018047525,0.000447283,0.4409894,0.0000103368275,0.00019327133,0.00034256023,0.0002923086,0.00006788577],"about_ca_topic_score_codex":0.00004551665,"about_ca_topic_score_gemma":0.000119089156,"teacher_disagreement_score":0.28488067,"about_ca_system_score_codex":0.00012114897,"about_ca_system_score_gemma":0.00017713387,"threshold_uncertainty_score":0.9958602},"labels":[],"label_agreement":null},{"id":"W2792910895","doi":"10.1158/1538-7445.sabcs17-p4-10-14","title":"Abstract P4-10-14: Pilot data from the development of the Senior Women's Breast Cancer Clinic at Sunnybrook Odette Cancer Centre","year":2018,"lang":"en","type":"article","venue":"Cancer Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Breast cancer; Pharmacy; Cancer; Family medicine; Medical record; Referral; Gerontology; Internal medicine","score_opus":0.18698544948872417,"score_gpt":0.4423200051147236,"score_spread":0.2553345556259994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792910895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96199805,0.0018947952,0.0000015484028,0.029682677,0.0009499573,0.0011997968,0.0027108444,0.000039190163,0.0015231237],"genre_scores_gemma":[0.9504107,0.0010096154,0.00009178722,0.0013325863,0.0022505592,0.00044123977,0.00011176036,0.000091022164,0.044260725],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9951769,0.00022442943,0.0006649841,0.0008850346,0.0018830125,0.0011656225],"domain_scores_gemma":[0.99526554,0.0006100756,0.00021575655,0.002512633,0.0010487004,0.0003472959],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016224759,0.00029589032,0.00044956242,0.00008221811,0.0005923374,0.00005146589,0.001929894,0.00013525943,0.051123213],"category_scores_gemma":[0.00028750984,0.00017085533,0.000072477094,0.0006536573,0.0012927973,0.00015510521,0.0016978015,0.00094026304,0.0007136204],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030894638,0.00033230596,0.13592632,0.00034698995,0.00080949045,0.000015631405,0.009273515,0.000005997839,0.039185632,0.0000029838825,0.7671294,0.043882236],"study_design_scores_gemma":[0.0026924245,0.00009782667,0.63284403,0.001566617,0.0000710386,0.000005810793,0.00086795044,0.000054088585,0.026425254,0.000026437448,0.3350821,0.00026642997],"about_ca_topic_score_codex":0.015476044,"about_ca_topic_score_gemma":0.09128852,"teacher_disagreement_score":0.4969177,"about_ca_system_score_codex":0.0023671882,"about_ca_system_score_gemma":0.004251541,"threshold_uncertainty_score":0.99108},"labels":[],"label_agreement":null},{"id":"W2793004212","doi":"10.1371/journal.pone.0190943","title":"Mortality and years of life lost by colorectal cancer attributable to physical inactivity in Brazil (1990–2015): Findings from the Global Burden of Disease Study","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"Ministério da Saúde; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Bill and Melinda Gates Foundation","keywords":"Medicine; Colorectal cancer; Socioeconomic status; Years of potential life lost; Disease burden; Burden of disease; Demography; Population; Cancer; Environmental health; Gerontology; Mortality rate; Life expectancy; Surgery; Internal medicine","score_opus":0.04334847509612386,"score_gpt":0.32638968394026896,"score_spread":0.2830412088441451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793004212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99592304,0.00012169827,0.0000017822886,0.0014742122,0.000029326558,0.00086039025,0.0015366365,0.000011697198,0.000041203035],"genre_scores_gemma":[0.9995543,0.0000115992525,0.00002855798,0.00012276917,0.0001849769,0.000032749474,0.000020676911,0.000010648419,0.00003373557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987673,0.000070915834,0.00020403003,0.00026707433,0.00050299277,0.00018766044],"domain_scores_gemma":[0.9991557,0.0001710086,0.000071970906,0.00027702661,0.00011696979,0.00020732128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012227873,0.00011293215,0.00050135975,0.000020129346,0.000022716316,0.0000080758655,0.00012532125,0.000039200182,0.00006407252],"category_scores_gemma":[0.00074753136,0.00009491263,0.000030615236,0.0002852245,0.00021192522,0.00007223944,0.0001486613,0.00012259289,0.000013827797],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009939403,0.004653544,0.9745783,0.000058654074,0.00031660733,0.000004901402,0.0021026048,0.0000014871314,0.01566002,0.0000025510744,0.0014636485,0.00016373995],"study_design_scores_gemma":[0.0018418732,0.0008720726,0.9860951,0.0002365569,0.00030893358,9.528077e-8,0.00031183247,0.00022331458,0.009959387,0.000045195728,0.000018411823,0.00008728049],"about_ca_topic_score_codex":0.028019864,"about_ca_topic_score_gemma":0.004118931,"teacher_disagreement_score":0.023900932,"about_ca_system_score_codex":0.00014753338,"about_ca_system_score_gemma":0.00013815064,"threshold_uncertainty_score":0.9784526},"labels":[],"label_agreement":null},{"id":"W2793324053","doi":"10.1016/j.archger.2018.02.003","title":"VALIDATION OF EDMONTON FRAIL SCALE INTO ELDERLY TURKISH POPULATION","year":2018,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cronbach's alpha; Turkish; Cohen's kappa; Scale (ratio); Population; Psychology; Pearson product-moment correlation coefficient; Kappa; Reliability (semiconductor); Validity; Medicine; Gerontology; Clinical psychology; Statistics; Psychometrics; Mathematics; Environmental health; Geography; Cartography","score_opus":0.015049886118031972,"score_gpt":0.28413115754549284,"score_spread":0.26908127142746086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793324053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927733,0.0005108587,0.0024875589,0.00068181276,0.00019495637,0.00019066126,0.000006208254,0.0000212565,0.003133401],"genre_scores_gemma":[0.9850815,0.00012622635,0.014236504,0.000043015367,0.00016126559,0.0000038739954,0.000053692103,0.000009177562,0.00028476858],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912536,0.000063263105,0.00034456176,0.00020144043,0.000118356635,0.00014704133],"domain_scores_gemma":[0.99924934,0.00018365127,0.00019474885,0.00022909495,0.00007650106,0.0000666572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000107035085,0.00010246822,0.0003092794,0.00015780772,0.00005553599,0.0000033076171,0.000069980335,0.000115605195,0.00004027299],"category_scores_gemma":[0.00016913153,0.00009616305,0.000055722183,0.000105359824,0.00033916006,0.000081272025,0.00004235887,0.00009140222,0.0000030138792],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011786461,0.0002907858,0.58770293,0.00055369793,0.00011937865,0.000004730739,0.011864057,0.0000042560564,0.04579436,0.000995642,0.00074869033,0.35074282],"study_design_scores_gemma":[0.001626015,0.0018324206,0.9606336,0.00007127951,0.00013930198,0.00003849864,0.00019371092,0.00024031695,0.025811816,0.008648693,0.00064081815,0.00012353533],"about_ca_topic_score_codex":0.00060841604,"about_ca_topic_score_gemma":0.0003506903,"teacher_disagreement_score":0.37293065,"about_ca_system_score_codex":0.000008641977,"about_ca_system_score_gemma":0.00003198254,"threshold_uncertainty_score":0.39214155},"labels":[],"label_agreement":null},{"id":"W2793461604","doi":"10.1016/j.jgo.2018.03.001","title":"Geriatric oncology screening tools for CGA-based interventions: results from a phase II study of geriatric assessment and management for older adults with cancer","year":2018,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Geriatric oncology; Psychological intervention; Cancer; Oncology; Gerontology; Intensive care medicine; Family medicine; Internal medicine; Nursing","score_opus":0.05641142852319344,"score_gpt":0.42381956044660934,"score_spread":0.3674081319234159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793461604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94852287,0.0013630334,0.038385775,0.0030376706,0.0015676044,0.0063858787,0.00042879133,0.000032576143,0.00027580498],"genre_scores_gemma":[0.854807,0.0005377449,0.14130445,0.00028595122,0.0019634443,0.00063439895,0.00008840314,0.00006774627,0.00031081264],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.995593,0.0003039209,0.0023884096,0.00063880516,0.00052466773,0.00055117643],"domain_scores_gemma":[0.9929089,0.0017980527,0.0029673954,0.00045395285,0.0015679562,0.00030374748],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017903005,0.00039702677,0.0016328152,0.0011390838,0.00025203172,0.000042762847,0.00033390906,0.00029443923,0.00016388252],"category_scores_gemma":[0.0005085798,0.00031445027,0.00041419175,0.0007633085,0.0001594374,0.00029077515,0.00015428761,0.00038070764,0.0000010608476],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.11074495,0.02399847,0.0022880794,0.001860578,0.0037854859,0.00040983455,0.004875741,0.0001993197,0.00061660015,0.000028819819,0.026950466,0.82424164],"study_design_scores_gemma":[0.44965446,0.37414438,0.0899505,0.0026397377,0.011867892,0.0003660216,0.010845591,0.0036719518,0.00044497222,0.00010811034,0.05550024,0.00080614234],"about_ca_topic_score_codex":0.00027354967,"about_ca_topic_score_gemma":0.0005998689,"teacher_disagreement_score":0.8234355,"about_ca_system_score_codex":0.0008255102,"about_ca_system_score_gemma":0.0010724361,"threshold_uncertainty_score":0.99993074},"labels":[],"label_agreement":null},{"id":"W2793708124","doi":"10.1016/j.jtcvs.2018.01.103","title":"Frailty as a risk predictor in cardiac surgery: Beyond the eyeball test","year":2018,"lang":"en","type":"editorial","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital; Saint John Regional Hospital; McGill University; Jewish General Hospital; University of Toronto; University of Alberta; St. Michael's Hospital","funders":"","keywords":"Test (biology); Medicine; Cardiology; Internal medicine; Geology","score_opus":0.01366152634571783,"score_gpt":0.2816491012421748,"score_spread":0.26798757489645697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793708124","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0710398,0.16193311,0.00007939473,0.00058413995,0.7638459,0.0008095133,0.0006368017,0.000057839847,0.0010134871],"genre_scores_gemma":[0.03410851,0.08464903,0.00012693067,0.00014888003,0.8792933,0.000044426703,0.00019093155,0.00023014494,0.0012078042],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99124014,0.0015913831,0.0019116433,0.00070181134,0.0037923611,0.0007626735],"domain_scores_gemma":[0.98154855,0.013578492,0.001345123,0.0015743804,0.0014246398,0.00052882475],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.017652826,0.0007606116,0.0047261277,0.0008730197,0.00019407633,0.00016677199,0.0004011476,0.0014202739,0.000080860125],"category_scores_gemma":[0.026748769,0.0005159353,0.0067326147,0.0007059401,0.00048992585,0.00029264897,0.0001985081,0.0033775351,0.00004236648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004991276,0.00012623689,0.03630713,0.0005885999,0.0064005917,0.0014016909,0.00025630114,0.000004361243,0.0000038498792,2.2450368e-7,0.9094707,0.044941206],"study_design_scores_gemma":[0.00042566113,0.00022176323,0.01501755,0.0025906323,0.0060144365,0.0007363437,0.00020075837,0.0000064847495,0.00007467193,0.00013888575,0.9740524,0.0005203639],"about_ca_topic_score_codex":0.00035467205,"about_ca_topic_score_gemma":0.000021093412,"teacher_disagreement_score":0.11544743,"about_ca_system_score_codex":0.00028524295,"about_ca_system_score_gemma":0.0026256682,"threshold_uncertainty_score":0.9998761},"labels":[],"label_agreement":null},{"id":"W2794077735","doi":"10.1111/bcp.13590","title":"The relationship between frailty and polypharmacy in older people: A systematic review","year":2018,"lang":"en","type":"review","venue":"British Journal of Clinical Pharmacology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":473,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Polypharmacy; Gerontology; Older people; Medicine; Geriatrics; MEDLINE; Intensive care medicine; Psychiatry; Biology","score_opus":0.2032064373609586,"score_gpt":0.5213130348546224,"score_spread":0.3181065974936638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794077735","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00033449003,0.9916126,0.000009111387,0.0023303337,0.002054227,0.003499872,0.000033351636,0.00001604315,0.000109971654],"genre_scores_gemma":[0.00050461927,0.9933808,0.000090804926,0.0019949947,0.0031741017,0.000100943216,0.000018846602,0.000071038594,0.00066388125],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98653376,0.004384151,0.007607547,0.0004286527,0.0005638812,0.00048197698],"domain_scores_gemma":[0.9678738,0.02644966,0.004292736,0.00033594118,0.00047676903,0.0005710664],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010208612,0.0004121867,0.007487361,0.00020603037,0.00015827562,0.00006430874,0.0006628147,0.0005873354,0.00018655302],"category_scores_gemma":[0.024743434,0.00029797058,0.0012969215,0.0005744052,0.0005038584,0.00014697175,0.00018488326,0.004194595,0.00007809483],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037324822,0.0001922343,0.0034733668,0.7015447,0.00091107487,0.0010240683,0.000019569761,9.38828e-9,1.2652994e-8,0.0000034357804,0.09455728,0.1982369],"study_design_scores_gemma":[0.0028793295,0.00028395472,0.013519484,0.6697495,0.013894168,0.016155802,0.000005873415,0.0000010693936,3.16948e-8,0.000044642846,0.28324834,0.00021780636],"about_ca_topic_score_codex":0.000017142593,"about_ca_topic_score_gemma":0.000036674643,"teacher_disagreement_score":0.19801909,"about_ca_system_score_codex":0.00013363271,"about_ca_system_score_gemma":0.0011317746,"threshold_uncertainty_score":0.99994725},"labels":[],"label_agreement":null},{"id":"W2794219322","doi":"10.3390/s18030926","title":"Motor Planning Error: Toward Measuring Cognitive Frailty in Older Adults Using Wearables","year":2018,"lang":"en","type":"article","venue":"Sensors","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Cancer Institute; National Institute on Aging; National Institutes of Health","keywords":"Ankle; Cognition; Physical medicine and rehabilitation; Psychology; Body mass index; Montreal Cognitive Assessment; Cognitive decline; Physical therapy; Medicine; Cognitive impairment; Audiology; Dementia; Psychiatry; Surgery","score_opus":0.08500766050234215,"score_gpt":0.3335635682845439,"score_spread":0.24855590778220177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794219322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99371946,0.00027336352,0.00009580988,0.00029885734,0.00036533893,0.00062793685,0.000019138175,0.00014262923,0.004457453],"genre_scores_gemma":[0.996588,0.000007770353,0.0016758797,0.0003245987,0.0005222064,0.0000105335075,0.0000117352165,0.000060763083,0.00079850643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980593,0.000081950864,0.000368156,0.00048893597,0.00043357536,0.0005680994],"domain_scores_gemma":[0.999046,0.00013923012,0.00010131538,0.0002599185,0.00026122166,0.00019228332],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022627108,0.00026276277,0.00039634402,0.0002861693,0.0000995477,0.000024523988,0.00009620178,0.00017985486,0.0002027011],"category_scores_gemma":[0.00069745025,0.0002552678,0.00008963297,0.00032085463,0.00020621721,0.00012547518,0.000062595864,0.0003761602,0.00016490613],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007364898,0.001233291,0.7749444,0.0017159602,0.0006534223,0.002986566,0.137816,0.00092514534,0.03752533,0.000039043774,0.0015118204,0.03328411],"study_design_scores_gemma":[0.015078376,0.00094761624,0.805179,0.01973149,0.00024919363,0.0005746484,0.02574577,0.066876374,0.06336036,0.00007191768,0.0010258192,0.0011594068],"about_ca_topic_score_codex":0.000681253,"about_ca_topic_score_gemma":0.00014328466,"teacher_disagreement_score":0.11207023,"about_ca_system_score_codex":0.00016957644,"about_ca_system_score_gemma":0.000095704614,"threshold_uncertainty_score":0.9999899},"labels":[],"label_agreement":null},{"id":"W2794975789","doi":"10.1016/j.jgo.2018.03.006","title":"Geriatric radiotherapy in a war-torn country: Experience from Iraq","year":2018,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Sulaimani","keywords":"Medicine; Referral; Radiation therapy; Cancer; Palliative care; Family medicine; Internal medicine; Nursing","score_opus":0.015632091566688402,"score_gpt":0.32795671626896106,"score_spread":0.3123246247022727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794975789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858793,0.00468068,0.0006760667,0.00298057,0.0034639386,0.0002909399,0.000008841412,0.000024225541,0.0019954084],"genre_scores_gemma":[0.97379285,0.0018557269,0.014741878,0.001619896,0.0074822297,0.000010335687,0.000004378079,0.000041462954,0.00045125984],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753547,0.00019915403,0.0010809201,0.00027961755,0.0004612653,0.00044359197],"domain_scores_gemma":[0.9979046,0.00039223547,0.00074802473,0.0003357503,0.00034896733,0.00027039758],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00059810176,0.0002230553,0.0009254596,0.0005865958,0.00005460204,0.000016872851,0.00034004403,0.00033873014,0.0015411068],"category_scores_gemma":[0.0004944485,0.00018348239,0.00015152643,0.0009428479,0.00022144485,0.00021758038,0.00004575493,0.00054940104,0.00006550954],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017962756,0.004723497,0.3988339,0.00016961076,0.0008209651,0.009070801,0.048854373,0.000044984863,0.10704261,0.00009105831,0.21118107,0.20120437],"study_design_scores_gemma":[0.023498816,0.013029233,0.29234987,0.00014567997,0.00030185474,0.0044650785,0.0018325394,0.00055711064,0.0017827783,0.0004143141,0.6611147,0.0005080199],"about_ca_topic_score_codex":0.00032079095,"about_ca_topic_score_gemma":0.00013236802,"teacher_disagreement_score":0.44993365,"about_ca_system_score_codex":0.0010219974,"about_ca_system_score_gemma":0.0009848434,"threshold_uncertainty_score":0.99937165},"labels":[],"label_agreement":null},{"id":"W2795052764","doi":"10.5770/cgj.21.263","title":"Inter-Rater Reliability of the Retrospectively Assigned Clinical Frailty Scale Score in a Geriatric Outreach Population","year":2018,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Lawson Health Research Institute; St Joseph's Health Care; Parkwood Institute","funders":"","keywords":"Medicine; Inter-rater reliability; Physical therapy; Outreach; Medical record; Population; Geriatrics; Reliability (semiconductor); Rating scale; Gerontology; Family medicine; Internal medicine; Psychiatry","score_opus":0.03398284013930506,"score_gpt":0.31034432506231385,"score_spread":0.27636148492300877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795052764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99184126,0.00009208486,0.00016389861,0.0035662302,0.0021962717,0.00046811288,0.00004086156,0.0000138147625,0.0016174606],"genre_scores_gemma":[0.99621874,0.000027155755,0.0011534543,0.00043929517,0.0014687362,0.0000044543062,0.000008402769,0.000031454332,0.00064833154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99722236,0.00034313594,0.0011550037,0.00036258058,0.0004116311,0.0005052687],"domain_scores_gemma":[0.99746233,0.000110643334,0.00047392058,0.0006247209,0.0006742623,0.0006541293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017797776,0.00020071506,0.0005066342,0.00053943397,0.00018426885,0.000055853827,0.00034754656,0.0003235868,0.00030611336],"category_scores_gemma":[0.0024137958,0.00014780575,0.00027964046,0.0011724714,0.00025494889,0.00017672173,0.00006051057,0.000984716,0.00002477003],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012439243,0.00008150265,0.9882241,0.000022336231,0.000018316588,0.000028438426,0.00037304804,0.0000033235654,0.000076121345,0.000009201404,0.0060882345,0.004950987],"study_design_scores_gemma":[0.0017303557,0.00034243657,0.9943625,0.00011709206,0.00007315102,0.00019978786,0.00007310763,0.00017138588,0.00012272241,0.00081499043,0.0018473424,0.00014517552],"about_ca_topic_score_codex":0.02408961,"about_ca_topic_score_gemma":0.1456476,"teacher_disagreement_score":0.121557996,"about_ca_system_score_codex":0.0013970254,"about_ca_system_score_gemma":0.0014296258,"threshold_uncertainty_score":0.98240906},"labels":[],"label_agreement":null},{"id":"W2795268887","doi":"10.1371/journal.pmed.1002543","title":"Comparative analysis of the association between 35 frailty scores and cardiovascular events, cancer, and total mortality in an elderly general population in England: An observational study","year":2018,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Ministère de l'Education Nationale, de l'Enseignement Superieur et de la Recherche; University College London","keywords":"Observational study; Medicine; Demography; Gerontology; Association (psychology); Population; Internal medicine; Environmental health; Psychology","score_opus":0.16458081152164108,"score_gpt":0.38860105097563574,"score_spread":0.22402023945399466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795268887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998522,0.0002982986,0.000006876859,0.0003007649,0.00006826779,0.0007328106,0.00004443619,0.000010794921,0.000015784191],"genre_scores_gemma":[0.99917275,0.000023265125,0.000056141416,0.000049819817,0.00038322827,0.00003224425,0.00025241508,0.000006930605,0.000023179497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979562,0.00034638259,0.00047063612,0.00032317225,0.000752315,0.00015128747],"domain_scores_gemma":[0.9990984,0.00012373908,0.0001744701,0.00031937924,0.00019809738,0.000085869804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084765593,0.00013726046,0.0008073574,0.00024000298,0.000051227908,0.000006519031,0.000069722315,0.00008121095,0.000020952717],"category_scores_gemma":[0.0002793882,0.000097936325,0.00004952571,0.0007571112,0.000091679474,0.00021540698,0.00003323668,0.00017499641,9.9082115e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005101874,0.00024273415,0.9872959,0.000024401399,0.0018586834,0.0000016625105,0.0087956535,0.00014680754,0.00031565857,0.000005626321,0.0000052749706,0.00125657],"study_design_scores_gemma":[0.0036559987,0.0007855259,0.98551697,0.00013839794,0.0026603304,5.700421e-7,0.0006564241,0.0063591218,0.00008309795,0.000053792228,0.000004846064,0.00008490465],"about_ca_topic_score_codex":0.021170026,"about_ca_topic_score_gemma":0.061567593,"teacher_disagreement_score":0.04039757,"about_ca_system_score_codex":0.00015923749,"about_ca_system_score_gemma":0.000043151784,"threshold_uncertainty_score":0.9853481},"labels":[],"label_agreement":null},{"id":"W2795332320","doi":"10.1186/s12913-018-2880-9","title":"The effect of informal caregiver support on utilization of acute health services among home care clients: a prospective observational study","year":2018,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; York University","funders":"","keywords":"Medicine; Health informatics; Nursing research; Public health; Emergency department; Observational study; Health administration; Logistic regression; Family medicine; Health services research; Health care; Gerontology; Emergency medicine; Nursing; Internal medicine","score_opus":0.07027018044069465,"score_gpt":0.45166636478177286,"score_spread":0.3813961843410782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795332320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921601,0.00028727265,0.000006648691,0.00028162106,0.00020889904,0.006238442,0.00014757249,0.000045408524,0.0006240374],"genre_scores_gemma":[0.99831194,0.00014837559,0.00006873533,0.00036235907,0.00020019604,0.00026521503,0.00033799026,0.000037687125,0.0002675047],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99419373,0.0009363028,0.0009919241,0.00048867177,0.002506185,0.00088320015],"domain_scores_gemma":[0.9949599,0.0006800023,0.0005439702,0.00088564755,0.002557101,0.0003734004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032050998,0.00025015502,0.00066756544,0.00038194304,0.0006970256,0.00004249944,0.0005709183,0.0001200077,0.00004797581],"category_scores_gemma":[0.00004428213,0.0001700092,0.00009502933,0.0013358416,0.0003698763,0.00033319058,0.00029682412,0.00049374235,0.000037366906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026047744,0.00023459822,0.913408,0.009841652,0.00013597657,0.000002513112,0.07074805,0.000008075432,0.000006913301,0.000047918536,0.00007528888,0.0028862765],"study_design_scores_gemma":[0.0039632455,0.027975852,0.93373734,0.0013477973,0.00002801511,0.0000036032077,0.031168347,0.00078232685,0.00046292637,0.0000083996765,0.00042822916,0.00009394703],"about_ca_topic_score_codex":0.005540555,"about_ca_topic_score_gemma":0.012250727,"teacher_disagreement_score":0.039579704,"about_ca_system_score_codex":0.00052394444,"about_ca_system_score_gemma":0.0016228264,"threshold_uncertainty_score":0.8375699},"labels":[],"label_agreement":null},{"id":"W2795563487","doi":"10.1186/s12889-018-5088-3","title":"Detecting frail, older adults and identifying their strengths: results of a mixed-methods study","year":2018,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Vlaamse regering; Universiteit Antwerpen; Agentschap voor Innovatie door Wetenschap en Technologie","keywords":"Gerontology; Quality of life (healthcare); Medicine; Thematic analysis; Coping (psychology); Social support; Qualitative research; Life satisfaction; Mood; Psychological resilience; Psychology; Clinical psychology; Social psychology; Nursing","score_opus":0.06116736276174013,"score_gpt":0.4081952377868598,"score_spread":0.34702787502511967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795563487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98655874,0.00061079476,0.0072277775,0.002678164,0.000588912,0.0015389713,0.00003922513,0.00018231658,0.0005750993],"genre_scores_gemma":[0.95642537,0.00004021797,0.042460617,0.00033074286,0.00042691093,0.00004196651,0.00001792141,0.000049102364,0.00020714656],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99586457,0.0010137152,0.0011627554,0.00072129077,0.0004707578,0.0007669369],"domain_scores_gemma":[0.99628687,0.0012036517,0.000528597,0.00088462833,0.0004877866,0.00060844194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005826755,0.00028146035,0.00069807074,0.00039012774,0.00026302433,0.000070588176,0.00021616959,0.0001367937,0.000045284658],"category_scores_gemma":[0.0070918123,0.00023323215,0.00008493046,0.00072096474,0.00020531542,0.00025300836,0.00023089311,0.0003989246,0.000012120581],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032287487,0.0009427192,0.065618016,0.0011023283,0.00010872359,0.0000060551,0.04550496,1.5080869e-7,0.00016048399,0.000028040155,0.0021715555,0.8840341],"study_design_scores_gemma":[0.014414805,0.004328577,0.9070108,0.0014744711,0.000041490268,0.00012671015,0.064069256,0.0012036356,0.0015733783,0.00007127668,0.0053135627,0.0003720464],"about_ca_topic_score_codex":0.0015383234,"about_ca_topic_score_gemma":0.0033615918,"teacher_disagreement_score":0.88366205,"about_ca_system_score_codex":0.00016807292,"about_ca_system_score_gemma":0.0010113433,"threshold_uncertainty_score":0.9510931},"labels":[],"label_agreement":null},{"id":"W2795582722","doi":"10.1016/j.jgo.2018.03.012","title":"Beyond the black box of geriatric assessment: Understanding enhancements to care by the geriatric oncology clinic","year":2018,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Geriatric oncology; Referral; Comorbidity; Geriatrics; Descriptive statistics; Cancer; Family medicine; Logistic regression; Internal medicine; Emergency medicine; Psychiatry","score_opus":0.03791500358857846,"score_gpt":0.38478913873609627,"score_spread":0.3468741351475178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795582722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79981685,0.0056731077,0.013084139,0.05186099,0.015541375,0.0037161727,0.00009443456,0.000064607964,0.11014834],"genre_scores_gemma":[0.984596,0.0014690459,0.0040470115,0.0028303831,0.0044780555,0.000027264243,0.000012815964,0.00006910194,0.0024703287],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99465895,0.00089489436,0.0022466574,0.00044333714,0.0009663993,0.0007897748],"domain_scores_gemma":[0.99340475,0.0018806868,0.0024830215,0.00074681133,0.0010989762,0.0003857789],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027761625,0.0004053296,0.0014344773,0.00067387515,0.0003675813,0.000044505956,0.000975371,0.00050543546,0.0014432975],"category_scores_gemma":[0.0007486661,0.00024690697,0.0004710334,0.001803495,0.000629645,0.00021933169,0.00031108834,0.0011563333,0.00017378748],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048474004,0.0021495812,0.008180912,0.00043592937,0.0019184309,0.00035538996,0.016535467,0.00004683846,0.021609763,0.00059273175,0.88226575,0.061061826],"study_design_scores_gemma":[0.026721109,0.07346738,0.026234828,0.00023944845,0.0053459615,0.0028776214,0.037559606,0.00011291819,0.0039355704,0.0034891525,0.8190034,0.0010129886],"about_ca_topic_score_codex":0.000057769797,"about_ca_topic_score_gemma":0.00008853,"teacher_disagreement_score":0.18477915,"about_ca_system_score_codex":0.00312359,"about_ca_system_score_gemma":0.0027526855,"threshold_uncertainty_score":0.99999833},"labels":[],"label_agreement":null},{"id":"W2795650026","doi":"10.17037/pubs.04646532","title":"The assessment of frailty in community dwelling older people","year":2010,"lang":"en","type":"dissertation","venue":"LSHTM Research Online (London School of Hygiene and Tropical Medicine)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Medicine; Frailty Index; Cohort; Cohort study; Socioeconomic status; Population; Demography; Environmental health","score_opus":0.06172394390534664,"score_gpt":0.4402555996017531,"score_spread":0.37853165569640645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2795650026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854368,0.0031135613,0.00003631286,0.006484346,0.00041477545,0.0012992619,0.000043185377,0.000023632028,0.003148129],"genre_scores_gemma":[0.9875866,0.0055977996,0.0013675637,0.00010160812,0.00049817393,0.00008386124,0.0008370965,0.00006822086,0.0038590808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99386954,0.000973831,0.001536954,0.00049571355,0.002376705,0.0007472616],"domain_scores_gemma":[0.9921876,0.0038963447,0.00041887327,0.0013451457,0.0016175649,0.00053447846],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0023472933,0.0004087443,0.0014952332,0.0008131254,0.00031144373,0.000025630561,0.0007269806,0.00067332847,0.00030808424],"category_scores_gemma":[0.008542373,0.00026137006,0.00016954365,0.0010440795,0.0009109818,0.000099876925,0.00020520388,0.008737027,0.0000057163943],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035179376,0.005413767,0.81227386,0.010807027,0.00069219474,0.00020147783,0.0056651747,0.000012151333,0.043464836,0.0018180171,0.008738685,0.10739488],"study_design_scores_gemma":[0.0047617126,0.0021832043,0.97596014,0.0039896695,0.00012836608,0.000020258025,0.006462544,0.0004345792,0.0014588512,0.00087768066,0.0035293945,0.00019360444],"about_ca_topic_score_codex":0.004622555,"about_ca_topic_score_gemma":0.0321062,"teacher_disagreement_score":0.16368629,"about_ca_system_score_codex":0.00013826074,"about_ca_system_score_gemma":0.0010207852,"threshold_uncertainty_score":0.99998385},"labels":[],"label_agreement":null},{"id":"W2796331411","doi":"10.1001/jama.2018.0224","title":"Interventions to Prevent Falls in Older Adults—Reply","year":2018,"lang":"en","type":"letter","venue":"JAMA","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Family medicine; Otorhinolaryngology; Psychiatry","score_opus":0.020487740396839947,"score_gpt":0.3054900568613032,"score_spread":0.2850023164644633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796331411","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02030005,0.00027976453,0.000105958134,0.9704454,0.001302163,0.0021759851,0.00011859491,0.00013115206,0.0051409234],"genre_scores_gemma":[0.005112458,0.00002408495,0.0012903771,0.89040804,0.008605789,0.0003888207,0.00064782565,0.0001221291,0.09340046],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973579,0.00010433715,0.0007235964,0.0007177429,0.0005390776,0.0005573128],"domain_scores_gemma":[0.99826163,0.000113260736,0.00016622934,0.0010482776,0.00025302326,0.00015755395],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023628313,0.00037532623,0.0006079766,0.00050799496,0.000028937804,0.000055708864,0.00036631947,0.0007270334,0.0022398077],"category_scores_gemma":[0.0006489974,0.00035012452,0.00042073557,0.00032145742,0.000066392284,0.00008987761,0.00020662112,0.001799731,0.0027643065],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006255714,0.0003149296,0.0003911464,0.0025773144,0.000052438198,0.00072130817,0.0011559895,2.7110497e-7,0.000005714003,0.0000016831842,0.980836,0.013880649],"study_design_scores_gemma":[0.0034748276,0.0004683938,0.019727023,0.02104023,0.00012238568,0.00011397692,0.0000819928,0.000007087598,0.00013877833,0.000035376284,0.9544122,0.00037773536],"about_ca_topic_score_codex":0.00040037828,"about_ca_topic_score_gemma":0.0003285327,"teacher_disagreement_score":0.08825954,"about_ca_system_score_codex":0.0003322245,"about_ca_system_score_gemma":0.000104919694,"threshold_uncertainty_score":0.9998951},"labels":[],"label_agreement":null},{"id":"W2796559864","doi":"10.5737/2368807628295101","title":"Sens et motivation dans les soins infirmiers en oncologie auprès des personnes âgées : de la conférence au groupe d’intérêt","year":2018,"lang":"fr","type":"article","venue":"Canadian Oncology Nursing Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Camosun College; McGill University; Centres Intégré Universitaires de Santé et de Services Sociaux; Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.05660297921976407,"score_gpt":0.3623415609653511,"score_spread":0.305738581745587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796559864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8948636,0.0035335897,0.008605658,0.044526283,0.008635041,0.0003793108,0.000088118955,0.00006519127,0.039303202],"genre_scores_gemma":[0.9683845,0.0010140496,0.015413249,0.0023360949,0.008664417,0.00000755393,0.00002027829,0.000090884954,0.0040689576],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.994384,0.0021977732,0.0006601028,0.00045661934,0.00031423382,0.0019872999],"domain_scores_gemma":[0.99453247,0.0019480443,0.00038516033,0.00031677558,0.00057901465,0.0022385644],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0025183933,0.00046206082,0.0006575149,0.000718006,0.0015519863,0.0001605147,0.00044756912,0.0012854935,0.00091126806],"category_scores_gemma":[0.0047438503,0.000500043,0.0001821855,0.00042420215,0.0071335435,0.0004469819,0.00003159906,0.0021409371,0.00010426625],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0002619818,0.00058699097,0.22811483,0.00015872523,0.0005529971,0.006336162,0.24208683,0.00043562453,0.009648665,0.0041548302,0.06884631,0.43881607],"study_design_scores_gemma":[0.0046203756,0.00621316,0.5743498,0.010062298,0.0011717004,0.05268951,0.08184073,0.008095511,0.0009244748,0.0033533184,0.2557479,0.00093118445],"about_ca_topic_score_codex":0.09389386,"about_ca_topic_score_gemma":0.44383696,"teacher_disagreement_score":0.43788487,"about_ca_system_score_codex":0.038341526,"about_ca_system_score_gemma":0.042870007,"threshold_uncertainty_score":0.9997479},"labels":[],"label_agreement":null},{"id":"W2796668069","doi":"10.1093/ageing/afy077","title":"Is frailty a stable predictor of mortality across time? Evidence from the Cognitive Function and Ageing Studies","year":2018,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Medical Research Council; National Institute for Health and Care Research; Alzheimer's Society","keywords":"Medicine; Ageing; Gerontology; Cognition; Cognitive decline; Dementia; Psychiatry; Internal medicine; Disease","score_opus":0.09175272901465735,"score_gpt":0.35908145209053827,"score_spread":0.2673287230758809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796668069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926077,0.005961186,0.00029910373,0.00043683074,0.00010303008,0.00028457254,0.00007534214,0.000034215813,0.00019797952],"genre_scores_gemma":[0.9976614,0.00055180566,0.00009412157,0.00068449223,0.00032611063,0.000010855139,0.000009598938,0.000011242387,0.00065038964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902314,0.000057406436,0.00021466087,0.0002870126,0.0002194848,0.00019826705],"domain_scores_gemma":[0.9987504,0.00070534175,0.000102747086,0.00020112045,0.00018073426,0.0000596778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031138293,0.00013041729,0.00027319184,0.000015073215,0.00024319944,0.00003745653,0.00004953637,0.00005725423,0.00007429618],"category_scores_gemma":[0.0009356952,0.00008799541,0.000035726767,0.00011014037,0.0004709753,0.00025084495,0.00015140884,0.00014300409,0.000010111824],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010338487,0.000193771,0.59114474,0.0010362765,0.0034382828,0.0037834933,0.17696881,9.597655e-7,0.10542938,0.000015164902,0.010500919,0.10645436],"study_design_scores_gemma":[0.00087673706,0.000326484,0.9868573,0.002586916,0.0004066362,0.000005889855,0.0043530874,0.00022233705,0.0034865113,0.00048993016,0.0002906747,0.000097528646],"about_ca_topic_score_codex":0.001231946,"about_ca_topic_score_gemma":0.00042055853,"teacher_disagreement_score":0.39571252,"about_ca_system_score_codex":0.0000137638535,"about_ca_system_score_gemma":0.000018999359,"threshold_uncertainty_score":0.35883486},"labels":[],"label_agreement":null},{"id":"W2797181818","doi":"10.1002/gps.4875","title":"CFAI‐Plus: Adding cognitive frailty as a new domain to the comprehensive frailty assessment instrument","year":2018,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Frailty in Older Adults","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Agentschap voor Innovatie door Wetenschap en Technologie; Fonds Wetenschappelijk Onderzoek","keywords":"Cognition; Cronbach's alpha; Dementia; Gerontology; Cognitive decline; Psychology; Multivariate analysis; Cohort; Clinical psychology; Medicine; Psychometrics; Psychiatry; Disease","score_opus":0.03204918291630436,"score_gpt":0.3607496590138277,"score_spread":0.32870047609752334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2797181818","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8318831,0.0007094457,0.019528901,0.11089969,0.018130159,0.0008974405,0.000086256696,0.000051989828,0.017813051],"genre_scores_gemma":[0.92324036,0.000112197944,0.04581095,0.015827926,0.013568511,0.000013615312,0.00002438885,0.00004896833,0.0013531039],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99656427,0.00012149761,0.0009839482,0.00033060217,0.0016438109,0.00035584607],"domain_scores_gemma":[0.9963715,0.00024311,0.0007569747,0.00029665473,0.0017483439,0.00058342045],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039856022,0.00030308752,0.00046147738,0.0004950765,0.0001547444,0.00013653054,0.00075135456,0.00012790739,0.0011717161],"category_scores_gemma":[0.0003576337,0.00021857914,0.00034597443,0.00045998997,0.00011851846,0.0002513582,0.00022587008,0.0006680559,0.00035004268],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008236211,0.0014358786,0.031425457,0.0000782602,0.0058764475,0.0004774962,0.009125595,0.000113394715,0.0027769546,0.008239147,0.79133904,0.14087613],"study_design_scores_gemma":[0.02765395,0.007589022,0.25869834,0.0031167432,0.00091573806,0.008439024,0.013248545,0.00023345946,0.00087538146,0.016648749,0.66160905,0.0009719883],"about_ca_topic_score_codex":0.00016168358,"about_ca_topic_score_gemma":0.000071463124,"teacher_disagreement_score":0.2272729,"about_ca_system_score_codex":0.00056724297,"about_ca_system_score_gemma":0.002572208,"threshold_uncertainty_score":0.9997414},"labels":[],"label_agreement":null},{"id":"W2798180061","doi":"10.5737/236880762828994","title":"Mobilizing purpose and passion in oncology nursing care of older adults: From conference workshop to special interest group","year":2018,"lang":"en","type":"article","venue":"Canadian Oncology Nursing Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Camosun College; McGill University; Jewish General Hospital","funders":"","keywords":"Passion; Oncology nursing; Medicine; Geriatric oncology; Oncology; Interest group; Nursing; Internal medicine; Family medicine; Psychology; Cancer; Nurse education; Political science","score_opus":0.03851409926607479,"score_gpt":0.3484951200814595,"score_spread":0.3099810208153847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2798180061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9602817,0.0012020875,0.0005620523,0.02554321,0.0038207998,0.00057714176,0.000029303683,0.000015847263,0.007967812],"genre_scores_gemma":[0.991652,0.000087764674,0.0037347793,0.0012353312,0.0031585519,0.00000872581,0.000023240753,0.000036000856,0.000063594605],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977631,0.00024736262,0.0006473762,0.00043096664,0.00017925497,0.00073193084],"domain_scores_gemma":[0.99748814,0.00023817823,0.00023045788,0.0002570016,0.00046356293,0.0013226314],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027980015,0.00024384313,0.0006803129,0.00082214735,0.00020820282,0.000042141302,0.00022534217,0.0005103759,0.0005139282],"category_scores_gemma":[0.00048103093,0.00024567987,0.0000703787,0.00032944363,0.0008134734,0.00014892481,0.000021996118,0.0010085676,0.000014401676],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009708538,0.00022933433,0.0046320693,0.000017592638,0.000027929345,0.0007486867,0.07280849,0.0000012952881,0.0009395576,0.00010209232,0.019896392,0.8996257],"study_design_scores_gemma":[0.022217227,0.012878254,0.45136178,0.100096025,0.000440794,0.0062535303,0.29984835,0.00088818686,0.0024818778,0.0017766386,0.100496665,0.0012606711],"about_ca_topic_score_codex":0.0032776196,"about_ca_topic_score_gemma":0.26229677,"teacher_disagreement_score":0.898365,"about_ca_system_score_codex":0.007512004,"about_ca_system_score_gemma":0.0032913822,"threshold_uncertainty_score":0.9999995},"labels":[],"label_agreement":null},{"id":"W2798181662","doi":"10.1111/ajag.12533","title":"Novel modification of the Reported Edmonton Frail Scale","year":2018,"lang":"en","type":"article","venue":"Australasian Journal on Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Equivalence (formal languages); Scale (ratio); Task (project management); Psychology; Physics; Psychiatry; Mathematics; Engineering; Quantum mechanics","score_opus":0.04707173653353555,"score_gpt":0.31311199427028175,"score_spread":0.2660402577367462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2798181662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783486,0.000013394106,0.0014136796,0.007914046,0.0006082346,0.00020504637,0.0000025911213,0.000026996582,0.011467429],"genre_scores_gemma":[0.99263465,0.000006382631,0.0020932842,0.00029586127,0.00063220214,0.0000018706996,0.0000018920506,0.000021365282,0.004312515],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985786,0.000037964237,0.00051602634,0.00017050543,0.00046329407,0.00023359353],"domain_scores_gemma":[0.99863744,0.000030996627,0.00045754036,0.00046053727,0.00025871952,0.00015476737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034120196,0.000126313,0.0002037244,0.00010066177,0.0001661645,0.000028636063,0.00017784802,0.0000949851,0.00018792358],"category_scores_gemma":[0.00032369848,0.00008502173,0.00014905102,0.00026587505,0.00017464459,0.00011528494,0.00002178456,0.0005016733,0.000034332752],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000350411,0.00069918076,0.05150079,0.00009464549,0.00029913054,0.00034459037,0.0035447744,0.000110685076,0.8675129,0.00033217968,0.013277592,0.06193313],"study_design_scores_gemma":[0.0015779163,0.000539216,0.9030518,0.0009926658,0.00012105619,0.0025273892,0.00029403513,0.00026936043,0.08578896,0.00016485788,0.0045525185,0.000120220866],"about_ca_topic_score_codex":0.000026148733,"about_ca_topic_score_gemma":0.00002338575,"teacher_disagreement_score":0.851551,"about_ca_system_score_codex":0.000102766346,"about_ca_system_score_gemma":0.00010483743,"threshold_uncertainty_score":0.34670854},"labels":[],"label_agreement":null},{"id":"W2799959808","doi":"10.1016/j.jamda.2018.03.010","title":"Update of the 6-Item Brief Geriatric Assessment Screening Tool of Older Inpatients at Risk for Long Length of Hospital Stay: Results From a Prospective and Observational Cohort Study","year":2018,"lang":"en","type":"letter","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Mary's Hospital Centre; Jewish General Hospital; McGill University Health Centre; McGill University; University Health Network","funders":"","keywords":"Medicine; Scopus; Observational study; Geriatrics; Prospective cohort study; Older people; Adverse effect; Cohort; MEDLINE; Family medicine; Gerontology; Psychiatry; Internal medicine","score_opus":0.011770869862128577,"score_gpt":0.28274968711183984,"score_spread":0.2709788172497113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799959808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96110296,0.00005244575,0.0002039298,0.03450601,0.0009999987,0.0019587597,0.0011495679,0.000007217976,0.00001913463],"genre_scores_gemma":[0.9906339,0.00013535777,0.0016340405,0.0052324776,0.001858889,0.000033034863,0.00015623406,0.000053691598,0.00026238832],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99266547,0.0008260762,0.0019217521,0.00035620882,0.0039519714,0.0002785124],"domain_scores_gemma":[0.9823245,0.0029234989,0.012406196,0.00043739856,0.0018121055,0.0000962941],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0025994354,0.00029572714,0.001454048,0.00015771807,0.00012021322,0.000016378512,0.00046514708,0.0002917996,0.0000298001],"category_scores_gemma":[0.01580317,0.00018122398,0.00048537718,0.0005512447,0.0003696391,0.000118869946,0.00026194353,0.0013063818,1.7793278e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004666074,0.00048047712,0.9046241,0.000060246253,0.0024428996,0.0000048997354,0.00086556864,0.0000028084141,0.000018217463,2.3666959e-7,0.08917183,0.001862117],"study_design_scores_gemma":[0.004760335,0.0017471897,0.9892384,0.0008299548,0.0018439189,0.0000033732515,0.00013151744,0.00023987045,0.00017458417,0.000026891483,0.000847515,0.00015648712],"about_ca_topic_score_codex":0.0013143057,"about_ca_topic_score_gemma":0.00007835666,"teacher_disagreement_score":0.088324316,"about_ca_system_score_codex":0.0011361463,"about_ca_system_score_gemma":0.00057077076,"threshold_uncertainty_score":0.99248713},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2800323967","doi":"10.2147/cia.s150673","title":"Using the Frailty Assessment for Care Planning Tool (FACT) to screen elderly chronic kidney disease patients for frailty: the nurse experience","year":2018,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Medicine; Thematic analysis; Kidney disease; Disease; Qualitative research; Gerontology; Nursing; Internal medicine","score_opus":0.2155920913492215,"score_gpt":0.5276003740927417,"score_spread":0.3120082827435202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800323967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80153626,0.00029236876,0.18622345,0.005007421,0.0019271522,0.0043123458,0.00030698272,0.0000785991,0.0003154078],"genre_scores_gemma":[0.98288053,0.000002788139,0.012188166,0.0024032665,0.0009503444,0.00082763063,0.00016201746,0.000049180686,0.00053609995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972491,0.00016842382,0.001146682,0.0005945147,0.0003148032,0.00052645244],"domain_scores_gemma":[0.99713254,0.00094584865,0.00025244965,0.0008817933,0.00046717288,0.00032016783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082407315,0.00024074763,0.00037592463,0.00011335357,0.0005339415,0.00011650767,0.00054380175,0.000105156745,0.00010465126],"category_scores_gemma":[0.004106622,0.00016294382,0.0006825895,0.00026432856,0.00039680023,0.00018006186,0.0001632261,0.00039471025,0.000010134354],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009838599,0.0016633853,0.7401824,0.0011296101,0.0003752161,0.000012379562,0.014353191,0.00042479573,0.00015067848,0.0007041567,0.039668817,0.2003515],"study_design_scores_gemma":[0.015739264,0.0070165764,0.7666941,0.02259736,0.0009957668,0.000007014304,0.017548287,0.04293807,0.0003420086,0.0010180117,0.12410515,0.0009983373],"about_ca_topic_score_codex":0.000060151022,"about_ca_topic_score_gemma":0.00013460963,"teacher_disagreement_score":0.19935317,"about_ca_system_score_codex":0.00042872687,"about_ca_system_score_gemma":0.00035410738,"threshold_uncertainty_score":0.6644656},"labels":[],"label_agreement":null},{"id":"W2800809761","doi":"10.1139/apnm-2018-0092","title":"The impact of sedentary and physical activity behaviour on frailty in middle-aged and older adults","year":2018,"lang":"en","type":"article","venue":"Applied Physiology Nutrition and Metabolism","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Manitoba; Research Manitoba","funders":"","keywords":"Medicine; Physical activity; Sedentary behavior; National Health and Nutrition Examination Survey; Gerontology; Sedentary lifestyle; Demography; Physical therapy; Population; Environmental health","score_opus":0.019431974975510732,"score_gpt":0.2976397902520179,"score_spread":0.2782078152765072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800809761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99838483,0.00042478633,0.0000015720684,0.000304265,0.000057777237,0.00064159586,0.000035257726,0.000018143535,0.0001317497],"genre_scores_gemma":[0.9987879,0.00059689383,0.000053458527,0.00016705265,0.00025373918,0.00007711831,0.000024980623,0.000013875428,0.0000249776],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9991398,0.000068148955,0.00014162512,0.00032417636,0.00010366925,0.00022256639],"domain_scores_gemma":[0.9993907,0.00017395862,0.00007854149,0.00020965056,0.000039929124,0.00010718203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009244576,0.00018119343,0.000406843,0.00007696315,0.00010682925,0.000008326036,0.000046466746,0.0001166926,0.00001262196],"category_scores_gemma":[0.000019819898,0.000121450226,0.000055627428,0.00010836487,0.00057855103,0.00005010282,0.00005252707,0.00026582798,0.0000025571092],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0065103364,0.0043623885,0.007392069,0.00034155263,0.00025639083,0.000008061865,0.0061624185,4.550813e-7,0.87109166,0.001606317,0.0019123808,0.10035598],"study_design_scores_gemma":[0.007958974,0.00017956895,0.9742227,0.00011689093,0.000058139678,0.00001401248,0.0003279579,0.000076388125,0.015849212,0.00095300825,0.00013422922,0.00010889845],"about_ca_topic_score_codex":0.0002213193,"about_ca_topic_score_gemma":0.000035294386,"teacher_disagreement_score":0.9668307,"about_ca_system_score_codex":0.000013760207,"about_ca_system_score_gemma":0.000017626882,"threshold_uncertainty_score":0.49525964},"labels":[],"label_agreement":null},{"id":"W2800863901","doi":"10.1016/b978-0-12-811353-0.00041-5","title":"Approaches to the Assessment of Frailty in Animal Models","year":2018,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Psychological intervention; Gerontology; Medicine; Healthy aging; Psychiatry","score_opus":0.13806736977950143,"score_gpt":0.30966696240614716,"score_spread":0.17159959262664573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800863901","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009043381,0.00031763545,0.000068744805,0.0014481533,0.0001757992,0.0019222744,0.00006182286,0.00003750802,0.9950637],"genre_scores_gemma":[0.050130844,0.000024846067,0.004312452,0.00072197337,0.0005160624,0.000120084915,0.000033847602,0.00011620896,0.94402367],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976522,0.000039516708,0.0007011091,0.00056553114,0.00069570966,0.00034595697],"domain_scores_gemma":[0.9982329,0.000086371474,0.0002383916,0.0011507353,0.00012374736,0.00016784936],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005002355,0.00044322028,0.0008746965,0.00023998486,0.000042277552,0.00001734392,0.00040515588,0.00037601808,0.00038403325],"category_scores_gemma":[0.000029716834,0.00031389104,0.00024525163,0.000029822124,0.00024532984,0.000035748788,0.00026905682,0.0007313868,0.00010074108],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001363778,0.00007804425,0.00009320788,0.0004866452,0.00029569745,0.000051588886,0.0027209928,0.000036785095,0.00007592513,0.018618587,0.0024856215,0.9749205],"study_design_scores_gemma":[0.001199584,0.0009837393,0.0012703843,0.0025867613,0.00029950938,0.00005246664,0.00008174933,0.0014290302,0.00015127222,0.013660594,0.97775054,0.0005343469],"about_ca_topic_score_codex":0.0000035013668,"about_ca_topic_score_gemma":0.0001820412,"teacher_disagreement_score":0.97526497,"about_ca_system_score_codex":0.00021135504,"about_ca_system_score_gemma":0.0003416872,"threshold_uncertainty_score":0.99993134},"labels":[],"label_agreement":null},{"id":"W2800877050","doi":"10.1016/j.cjca.2018.04.033","title":"Interventions to Mobilize Elderly Patients and Reduce Length of Hospital Stay","year":2018,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Psychological intervention; Intensive care medicine; Emergency medicine; Nursing","score_opus":0.042685584115326435,"score_gpt":0.33442774511528484,"score_spread":0.2917421609999584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800877050","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005462576,0.9898852,0.00007201701,0.00025682428,0.0022632086,0.0007188459,0.00027026903,0.0000032256619,0.0010678514],"genre_scores_gemma":[0.017766895,0.9798313,0.00041960954,0.000049413804,0.0013697351,0.000016194812,0.000051477185,0.000058175745,0.0004372351],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980584,0.00020893713,0.0010341688,0.00022360837,0.00014465979,0.00033027428],"domain_scores_gemma":[0.99727815,0.0001130665,0.00057914486,0.00031538963,0.0007503733,0.00096386485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035320478,0.00024905542,0.0021791786,0.0006727886,0.00003806745,0.000010954422,0.00024878856,0.00031514274,0.000039351766],"category_scores_gemma":[0.0011486408,0.00020429587,0.0008728581,0.00018657214,0.00028905773,0.000049101975,0.000031160485,0.00047397285,0.000015551062],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019787203,0.000016335183,0.0013765108,0.010258193,0.0011163147,0.00017936064,0.00030594537,0.0000011553508,1.815773e-7,0.000019606936,0.087659255,0.8990474],"study_design_scores_gemma":[0.00071166106,0.0053024385,0.0015355498,0.016716925,0.0014960571,0.0006014922,0.0000565323,3.115879e-8,6.5734685e-7,0.000021150667,0.9733944,0.0001630996],"about_ca_topic_score_codex":0.00027999334,"about_ca_topic_score_gemma":0.000638416,"teacher_disagreement_score":0.89888424,"about_ca_system_score_codex":0.0002945184,"about_ca_system_score_gemma":0.0018269931,"threshold_uncertainty_score":0.83309436},"labels":[],"label_agreement":null},{"id":"W2800906569","doi":"10.1017/cem.2018.76","title":"LO14: In emergency department, do serum biomarkers are useful to screen independent frail seniors exposed to functional or mobility impairments after a minor injury?","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Emergency department; Prospective cohort study; Activities of daily living; Population; Cohort study; Biomarker; Physical therapy; Gerontology; Internal medicine","score_opus":0.057943710083176274,"score_gpt":0.3283953784852323,"score_spread":0.27045166840205603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2800906569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97575516,0.0005417592,0.00018185377,0.011730506,0.009532524,0.0013162855,0.00025791128,0.000017701344,0.00066631025],"genre_scores_gemma":[0.9925989,0.00007063897,0.00032680095,0.0014593197,0.001977853,0.000067925845,0.00002475858,0.000069333284,0.0034044906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949812,0.00016331596,0.002052605,0.0006316543,0.0010989851,0.0010722018],"domain_scores_gemma":[0.9936528,0.000039259772,0.00046605605,0.0006979226,0.0011648246,0.003979096],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012006552,0.00050863577,0.00086250657,0.0017090698,0.00014297714,0.000010543982,0.00042407328,0.0002250253,0.054672804],"category_scores_gemma":[0.0016494417,0.000396,0.00023387291,0.0017804896,0.00016255333,0.0002496809,0.00006478619,0.0004968318,0.00022485288],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030279483,0.0002158753,0.76372474,0.00009816091,0.00034583005,0.0010024717,0.0032482725,0.0000071390173,0.0009774258,0.0000010644656,0.22507223,0.0022788562],"study_design_scores_gemma":[0.0032264728,0.005329806,0.94416577,0.0009491363,0.00020238293,0.00016372798,0.0023196256,0.000009060772,0.00030844557,0.000050498096,0.04287695,0.00039810588],"about_ca_topic_score_codex":0.0053319763,"about_ca_topic_score_gemma":0.24812943,"teacher_disagreement_score":0.24279745,"about_ca_system_score_codex":0.0011018366,"about_ca_system_score_gemma":0.0015610115,"threshold_uncertainty_score":0.9998492},"labels":[],"label_agreement":null},{"id":"W2801851489","doi":"10.1016/j.jgo.2018.04.008","title":"Role of the geriatrician, primary care practitioner, nurses, and collaboration with oncologists during cancer treatment delivery for older adults: A narrative review of the literature","year":2018,"lang":"en","type":"review","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Council of University Libraries; Princess Margaret Cancer Centre; Sunnybrook Health Science Centre; Health Sciences Centre; McGill University; Jewish General Hospital; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research; Society of Memorial Sloan Kettering; Memorial Sloan-Kettering Cancer Center; American Cancer Society","keywords":"Medicine; Geriatric oncology; CLARITY; Primary care; Family medicine; Nursing; Narrative; Oncology nursing; Cancer; Internal medicine; Nurse education","score_opus":0.010496136337779252,"score_gpt":0.3377779243618059,"score_spread":0.3272817880240267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801851489","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0056434046,0.98697513,0.0000010911194,0.0010209341,0.0010385897,0.004796754,0.0003611797,0.000004986852,0.00015791784],"genre_scores_gemma":[0.00030656712,0.99684894,0.00083591713,0.00016773111,0.0011274028,0.00030154572,0.000054161537,0.000040059895,0.00031769575],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969962,0.0006195693,0.0014505801,0.00030344076,0.00041021203,0.00021995796],"domain_scores_gemma":[0.990415,0.00046212168,0.005690081,0.0004109014,0.0029319539,0.000089969806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032430462,0.0004035079,0.0026259434,0.00022357314,0.00013699847,0.000014625725,0.0002652011,0.00048627253,0.000021629265],"category_scores_gemma":[0.00038433075,0.00018303396,0.00060822984,0.0010881425,0.00022342024,0.00015339904,0.00006751793,0.00047783568,2.7501338e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025916733,0.00096727285,0.00020391504,0.2990855,0.0020576785,0.000053422278,0.01589529,0.0000029967794,0.000038887916,0.000006109478,0.010199288,0.668898],"study_design_scores_gemma":[0.0050343806,0.0050431415,0.0014931837,0.23892824,0.009258158,0.0019004518,0.0021417472,4.281124e-7,0.00005175712,0.000004254269,0.73593616,0.00020811794],"about_ca_topic_score_codex":0.00003232313,"about_ca_topic_score_gemma":0.00017522092,"teacher_disagreement_score":0.72573686,"about_ca_system_score_codex":0.002531807,"about_ca_system_score_gemma":0.007227111,"threshold_uncertainty_score":0.998401},"labels":[],"label_agreement":null},{"id":"W2801991074","doi":"10.1016/j.jamda.2017.12.101","title":"Frailty Screening (FRAIL-NH) and Mortality in French Nursing Homes: Results From the Incidence of Pneumonia and Related Consequences in Nursing Home Residents Study","year":2018,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Pfizer","keywords":"Medicine; Nursing homes; Incidence (geometry); Pneumonia; Nursing; Gerontology; Family medicine; Internal medicine","score_opus":0.02015307952054595,"score_gpt":0.341381643427423,"score_spread":0.32122856390687704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801991074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897639,0.00043001084,0.000011115693,0.009062642,0.0003481683,0.00026766848,0.000014763898,0.000008513757,0.000093178176],"genre_scores_gemma":[0.9992276,0.00021843305,0.00018694994,0.00017227679,0.00015763183,0.0000014923507,0.0000021123137,0.000011296292,0.000022199714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957516,0.0010784443,0.0011442665,0.00023669034,0.0015404789,0.00024850742],"domain_scores_gemma":[0.9953296,0.0020937768,0.0019499451,0.00023294393,0.00023752231,0.00015620323],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0036839677,0.00015088884,0.00067261705,0.00016282985,0.000100887235,0.00003037696,0.00026874398,0.00011086775,0.000011378449],"category_scores_gemma":[0.01650009,0.000093866,0.0000698222,0.00084764796,0.0011942302,0.00017322354,0.000056942634,0.000808668,3.9655913e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018647211,0.0002135128,0.9692114,0.0000046500354,0.00010613037,0.00003663086,0.011193188,0.0000029329105,0.0011008901,0.0000011231971,0.0002283206,0.017714774],"study_design_scores_gemma":[0.0023047363,0.00049043185,0.98839873,0.0042001274,0.00015091003,0.000040804913,0.003030039,0.00034070545,0.00018550066,0.00076752645,0.0000024090177,0.0000880956],"about_ca_topic_score_codex":0.018736992,"about_ca_topic_score_gemma":0.0029112631,"teacher_disagreement_score":0.019187339,"about_ca_system_score_codex":0.00055593945,"about_ca_system_score_gemma":0.00027297644,"threshold_uncertainty_score":0.99178433},"labels":[],"label_agreement":null},{"id":"W2802007462","doi":"10.1097/sla.0000000000002769","title":"Derivation and Validation of a Generalizable Preoperative Frailty Index Using Population-based Health Administrative Data","year":2018,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Frailty Index; Index (typography); Population; Gerontology; Statistics; Environmental health","score_opus":0.5426154851995972,"score_gpt":0.4596245319365739,"score_spread":0.08299095326302336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802007462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927759,0.00017028407,0.0043361406,0.0021287624,0.00007411525,0.00028670917,0.00016178623,0.000015178447,0.000051101724],"genre_scores_gemma":[0.99462956,0.000041483694,0.0033284398,0.00076804025,0.00010317801,0.0000033695062,0.0010835105,0.000013260372,0.000029153294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987082,0.00011270164,0.0005188383,0.00024280499,0.00026268268,0.00015475716],"domain_scores_gemma":[0.9983192,0.00025393182,0.0004125498,0.00040737967,0.000523049,0.00008390891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061501877,0.00010769142,0.00037789188,0.00016555704,0.00006774577,0.000010472154,0.00005768203,0.0000638656,0.00005483706],"category_scores_gemma":[0.0005905078,0.00010286293,0.00003551584,0.00026697485,0.0001204585,0.000318462,0.000036777026,0.000056161385,7.476973e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027223464,0.00019514239,0.98790145,0.0004487981,0.00009741112,0.0000016619247,0.0006154032,0.00019268761,0.0026598126,0.000057757476,0.0038733704,0.0036842697],"study_design_scores_gemma":[0.0005536425,0.0003663067,0.8319455,0.0010110247,0.000033844677,0.000008523822,0.00015351626,0.029807512,0.13556716,0.0001788478,0.00021437669,0.00015977814],"about_ca_topic_score_codex":0.0018747508,"about_ca_topic_score_gemma":0.000081706494,"teacher_disagreement_score":0.15595599,"about_ca_system_score_codex":0.000018822606,"about_ca_system_score_gemma":0.00053169584,"threshold_uncertainty_score":0.41946286},"labels":[],"label_agreement":null},{"id":"W2802286472","doi":"10.1017/cem.2018.349","title":"P151: Occupational therapy in the emergency department: sustaining results","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Emergency department; Medicine; Occupational therapy; Audit; Medical emergency; Physical therapy; Nursing","score_opus":0.13750424082772977,"score_gpt":0.390230658977574,"score_spread":0.2527264181498442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802286472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8926429,0.0058732415,0.00012100088,0.05186561,0.0121617755,0.0006575956,0.00003769684,0.000012391935,0.036627762],"genre_scores_gemma":[0.99159956,0.0011378039,0.000109659115,0.00079472247,0.0045990706,0.0000072629864,0.00004091895,0.000024394576,0.001686601],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9971112,0.00014958778,0.001371714,0.00020434475,0.00063528866,0.0005278618],"domain_scores_gemma":[0.99746543,0.00008620206,0.00042320718,0.00038592177,0.0009936058,0.00064565364],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016958935,0.00021322099,0.0003715248,0.00058793643,0.00018349387,0.0000044554504,0.00040346425,0.00009613284,0.008113258],"category_scores_gemma":[0.0022488586,0.00013456846,0.00012722622,0.00094236614,0.00021133973,0.00014455369,0.0000075888656,0.00044079032,0.000036519752],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008143225,0.00009316304,0.20109734,0.000035134646,0.00016627165,0.0006574327,0.016617768,0.00000900169,0.0002907317,0.00050223613,0.7719449,0.0077717383],"study_design_scores_gemma":[0.0052913264,0.004158839,0.5377398,0.0003780262,0.0000937475,0.0002441713,0.0036536662,0.000057062913,0.000084163396,0.0009475429,0.44714105,0.00021056853],"about_ca_topic_score_codex":0.0053000515,"about_ca_topic_score_gemma":0.041335646,"teacher_disagreement_score":0.33664247,"about_ca_system_score_codex":0.00019424928,"about_ca_system_score_gemma":0.0013328613,"threshold_uncertainty_score":0.99279344},"labels":[],"label_agreement":null},{"id":"W2802650657","doi":"10.1016/s0140-6736(18)30907-3","title":"What proportion of older adults in hospital are frail?","year":2018,"lang":"en","type":"letter","venue":"The Lancet","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Gerontology","score_opus":0.018665989988596133,"score_gpt":0.2721877443283652,"score_spread":0.25352175433976903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802650657","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16519517,0.0007149517,0.000004299917,0.8307502,0.0015021063,0.0011174491,0.00005190636,0.00005980331,0.0006040715],"genre_scores_gemma":[0.2741169,0.0010548434,0.0003328181,0.6718954,0.039895467,0.00020561506,0.0009498137,0.0001691185,0.011379999],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813956,0.00007199367,0.00042364225,0.00036248553,0.00058799464,0.00041433287],"domain_scores_gemma":[0.998118,0.00006822453,0.00041434544,0.0011633115,0.0002047326,0.00003139542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023093588,0.0002640408,0.000889919,0.00010794357,0.000022312797,0.000030988198,0.0003889933,0.0005448094,0.000296894],"category_scores_gemma":[0.00019208092,0.00016880676,0.00011684617,0.00017807228,0.00023626407,0.00014230445,0.00007953129,0.0013936056,0.00016493401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119608456,0.00008171053,0.006541467,0.0011059942,0.000052076368,0.0002237942,0.0018532355,1.6250182e-7,0.000006834618,0.0000016584116,0.98867726,0.0013361828],"study_design_scores_gemma":[0.005724589,0.00072751805,0.19367824,0.019173352,0.00016028767,0.00007942306,0.0006591488,0.00003337382,0.0005646154,0.00027329125,0.77846974,0.0004564244],"about_ca_topic_score_codex":0.000080870974,"about_ca_topic_score_gemma":0.000064391126,"teacher_disagreement_score":0.21020755,"about_ca_system_score_codex":0.00008359428,"about_ca_system_score_gemma":0.00006534972,"threshold_uncertainty_score":0.688374},"labels":[],"label_agreement":null},{"id":"W2802683939","doi":"10.1016/j.amjsurg.2018.04.006","title":"Review of risk assessment tools to predict morbidity and mortality in elderly surgical patients","year":2018,"lang":"en","type":"review","venue":"The American Journal of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Risk assessment; MEDLINE; Psychological intervention; Intensive care medicine; Risk management tools; Surgical procedures; Informed consent; Emergency medicine; Surgery; Pathology; Alternative medicine; Computer science","score_opus":0.09750974593872819,"score_gpt":0.39741141477232095,"score_spread":0.29990166883359276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2802683939","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12102473,0.8775131,0.0000071372583,0.00022631178,0.00033361837,0.0006587353,0.00015554763,0.0000058891674,0.00007492606],"genre_scores_gemma":[0.003354686,0.9957606,0.00019050454,0.00024659923,0.00035827176,0.000017200648,0.00002754257,0.000036879526,0.0000077106],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99474233,0.0013819017,0.0024360463,0.00027009347,0.00085783156,0.00031179152],"domain_scores_gemma":[0.9913013,0.003255191,0.0039364877,0.0006568304,0.00053179933,0.00031838552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004982225,0.00036557874,0.004975101,0.00034002902,0.000029058572,0.000017679204,0.00030087814,0.00007376277,0.000061131956],"category_scores_gemma":[0.002600233,0.00020962651,0.000888642,0.0008463178,0.00047232545,0.000111981404,0.00012555889,0.00091370224,0.000005414789],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006256253,0.0002067027,0.07677151,0.021224637,0.00035353543,0.00010100411,0.0000390668,9.497071e-8,2.345449e-8,3.966061e-7,0.005578636,0.89566183],"study_design_scores_gemma":[0.00039414834,0.0009214706,0.31043667,0.33192334,0.0024152442,0.0006021746,0.00003226016,5.8207604e-7,2.877181e-7,0.000011377342,0.35300612,0.00025634438],"about_ca_topic_score_codex":0.00016556565,"about_ca_topic_score_gemma":0.0000048477277,"teacher_disagreement_score":0.8954055,"about_ca_system_score_codex":0.00019726083,"about_ca_system_score_gemma":0.0008407778,"threshold_uncertainty_score":0.8548321},"labels":[],"label_agreement":null},{"id":"W2803522531","doi":"10.1093/ageing/afy079","title":"Do older and younger patients derive similar survival benefits from novel oncology drugs? A systematic review and meta-analysis","year":2018,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; Public Health Ontario; University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Canadian Cancer Society Research Institute","keywords":"Medicine; Internal medicine; Hazard ratio; Meta-analysis; Confidence interval; Clinical trial; Oncology; Clinical endpoint; Subgroup analysis; Randomized controlled trial","score_opus":0.09333760089049731,"score_gpt":0.3503427143061122,"score_spread":0.2570051134156149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803522531","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002048822,0.99622256,0.00003233545,0.00016267967,0.000081668004,0.0027198761,0.0003285701,0.000027658505,0.00021979623],"genre_scores_gemma":[0.00026051386,0.99677527,0.000520263,0.0011844757,0.000096337215,0.00022533111,0.00042171899,0.00006153694,0.0004545321],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9967917,0.0003785495,0.0011984577,0.0009137187,0.00038410566,0.00033343592],"domain_scores_gemma":[0.9972669,0.00082985807,0.0007797308,0.00068544276,0.00018285538,0.00025524007],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00061479094,0.0006711361,0.009569059,0.00023984817,0.000118602926,0.00009206537,0.00014911394,0.00036435734,0.00015230382],"category_scores_gemma":[0.0004781214,0.0004271761,0.00095544243,0.0004184589,0.00013235712,0.00014059206,0.00025494085,0.0003664951,0.000015781989],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036836946,0.000118548334,0.000009525981,0.8278499,0.13899812,0.00081013335,0.00085173675,3.9959442e-8,1.7222999e-7,0.000010878642,0.00032493225,0.031022333],"study_design_scores_gemma":[0.00052801153,0.000107945874,0.00021169618,0.09221647,0.86917317,0.000038368773,0.000049983573,0.0000032624066,6.656125e-8,0.0000070255096,0.03726427,0.00039973253],"about_ca_topic_score_codex":0.00020678375,"about_ca_topic_score_gemma":0.000118574135,"teacher_disagreement_score":0.73563343,"about_ca_system_score_codex":0.000073362964,"about_ca_system_score_gemma":0.00005328795,"threshold_uncertainty_score":0.999818},"labels":[],"label_agreement":null},{"id":"W2803850057","doi":"10.1016/j.clon.2018.04.008","title":"Use of Comprehensive Geriatric Assessment and Geriatric Screening for Older Adults in the Radiation Oncology Setting: A Systematic Review","year":2018,"lang":"en","type":"review","venue":"Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Sunnybrook Health Science Centre; Ontario Council of University Libraries; University of Toronto","funders":"","keywords":"Medicine; Geriatric oncology; Radiation oncology; Geriatrics; Oncology; Gerontology; Intensive care medicine; Medical physics; Internal medicine; Radiation therapy; Family medicine; Cancer; Psychiatry","score_opus":0.21621389504953675,"score_gpt":0.5176948102964745,"score_spread":0.3014809152469377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803850057","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000118258264,0.97747254,0.00022096682,0.0016545337,0.0008359148,0.019493163,0.00006590766,0.000029247218,0.00010946541],"genre_scores_gemma":[0.000031957552,0.9834375,0.010033974,0.0030026902,0.0008479983,0.0021187032,0.00035337073,0.00006732237,0.00010647796],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9874306,0.005278873,0.0055355197,0.00090480957,0.00036483453,0.00048539267],"domain_scores_gemma":[0.957133,0.03668487,0.0044506397,0.000966371,0.00056711707,0.0001979833],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0058411676,0.0005490971,0.009118338,0.00038115523,0.00006937153,0.00001935825,0.00042203363,0.0013845812,0.000026537591],"category_scores_gemma":[0.008945927,0.00034369295,0.0011131462,0.00073796924,0.00036379846,0.00008466125,0.00019523008,0.0012217399,0.000016336326],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007442723,0.00047934076,0.0000486873,0.55804574,0.0003313946,0.000044165492,0.00008235159,8.038291e-8,1.5088526e-8,0.000018401457,0.008790272,0.4320851],"study_design_scores_gemma":[0.0035686907,0.004192171,0.0016843465,0.37470397,0.011587082,0.00049913314,0.000100998026,0.000114561364,1.3560577e-8,0.0000074126674,0.60327274,0.00026890772],"about_ca_topic_score_codex":0.000025097115,"about_ca_topic_score_gemma":0.00002023044,"teacher_disagreement_score":0.5944824,"about_ca_system_score_codex":0.00051074225,"about_ca_system_score_gemma":0.0019645852,"threshold_uncertainty_score":0.99991184},"labels":[],"label_agreement":null},{"id":"W2803871864","doi":"10.1016/j.jvs.2018.12.052","title":"Frailty assessment in older adults undergoing interventions for peripheral arterial disease","year":2019,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Jewish General Hospital; Heart and Stroke Foundation of Canada; McGill University","keywords":"Medicine; Confidence interval; Odds ratio; Confounding; Logistic regression; Prospective cohort study; Psychological intervention; Cohort study; Cohort; Internal medicine; Frailty Index; Physical therapy","score_opus":0.028196706394357455,"score_gpt":0.32002120997975836,"score_spread":0.2918245035854009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803871864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98948187,0.0009834396,0.0052087535,0.0015147906,0.0021247764,0.00059505977,0.00000998756,0.000013639491,0.00006768311],"genre_scores_gemma":[0.99684525,0.00016775669,0.0018963692,0.00021303887,0.00051312416,0.000021625012,0.000027355592,0.00003508154,0.00028041465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980116,0.000105892315,0.00091403397,0.0001985823,0.00048000153,0.0002899274],"domain_scores_gemma":[0.9983819,0.00044426674,0.00036380492,0.00029886098,0.00025707256,0.00025407734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092529476,0.00016563194,0.00065523986,0.0003523984,0.000032341377,0.0000408873,0.000097218566,0.000078163066,0.0005415173],"category_scores_gemma":[0.00056103925,0.0001435669,0.0015286909,0.0001570547,0.00002619362,0.00028375952,0.00003062507,0.00031098438,0.000009872246],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00349631,0.003781018,0.9425719,0.0066621653,0.0013594506,0.00076728675,0.00090897473,0.0006412022,0.0013877784,0.00013276239,0.014886895,0.02340429],"study_design_scores_gemma":[0.008338971,0.00027812415,0.97713476,0.010059465,0.00023172442,0.00009499948,0.00039831855,0.0009016756,0.0000578845,0.000114720824,0.0021846914,0.00020463797],"about_ca_topic_score_codex":0.0000117735935,"about_ca_topic_score_gemma":0.000035224803,"teacher_disagreement_score":0.03456292,"about_ca_system_score_codex":0.00026152545,"about_ca_system_score_gemma":0.00064251944,"threshold_uncertainty_score":0.59292346},"labels":[],"label_agreement":null},{"id":"W2803957829","doi":"10.1053/j.jvca.2018.05.038","title":"The Edmonton Frail Scale Improves the Prediction of 30-Day Mortality in Elderly Patients Undergoing Cardiac Surgery: A Prospective Observational Study","year":2018,"lang":"en","type":"article","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; EuroSCORE; Confidence interval; Observational study; Intensive care unit; Prospective cohort study; Cardiac surgery; Receiver operating characteristic; Emergency medicine; Internal medicine; Incidence (geometry)","score_opus":0.028198756595478724,"score_gpt":0.2896822447864342,"score_spread":0.26148348819095546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803957829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968625,0.0014619337,0.00014236291,0.00043639765,0.0001899918,0.00080805883,0.0000035773735,0.000008579613,0.00008665316],"genre_scores_gemma":[0.99904364,0.00035761268,0.000045995355,0.000043361433,0.00043422566,0.000019273097,0.0000031629922,0.00001942076,0.000033300297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973829,0.000568792,0.0007137178,0.00019334983,0.00093472266,0.00020655066],"domain_scores_gemma":[0.9978043,0.0005213948,0.0004212328,0.00035632166,0.0008091863,0.00008758683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032996268,0.0001697308,0.0006531433,0.00009745883,0.00019637056,0.000048276725,0.00012369368,0.000089961475,0.000003341879],"category_scores_gemma":[0.00048690132,0.00009677089,0.00041899137,0.00028153634,0.00022061517,0.00023267674,0.000024709194,0.00029895874,8.322624e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120001416,0.00020864759,0.9835535,0.000047726848,0.00070149725,0.000014133326,0.0021229377,0.000005676994,0.00007616726,0.0000080771915,0.00028891995,0.012852668],"study_design_scores_gemma":[0.0008841295,0.001221078,0.9942296,0.00020420809,0.0005169686,0.00003694865,0.0016836592,0.00007961421,0.00017854726,0.00008587639,0.0007990185,0.00008032698],"about_ca_topic_score_codex":0.00007011906,"about_ca_topic_score_gemma":0.00005548306,"teacher_disagreement_score":0.012772341,"about_ca_system_score_codex":0.0001191344,"about_ca_system_score_gemma":0.00029055003,"threshold_uncertainty_score":0.39462024},"labels":[],"label_agreement":null},{"id":"W2804083274","doi":"10.1093/gerona/gly117","title":"A Murine Frailty Index Based on Clinical and Laboratory Measurements: Links Between Frailty and Pro-inflammatory Cytokines Differ in a Sex-Specific Manner","year":2018,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University","keywords":"Frailty Index; Medicine; Inflammation; Positive correlation; Internal medicine; Cytokine; Correlation; Gerontology; Physiology; Immunology","score_opus":0.14060725949882932,"score_gpt":0.37271080733339723,"score_spread":0.2321035478345679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804083274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847329,0.0013811337,0.000074520394,0.012653809,0.00021176241,0.0005698018,0.000028937036,0.000036843026,0.00031028435],"genre_scores_gemma":[0.9967994,0.00038271715,0.0005070245,0.0012507958,0.00070429815,0.000026069041,0.0000036761237,0.00003814626,0.00028788566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99712217,0.0005501819,0.0010438912,0.00040939188,0.0004531353,0.00042122314],"domain_scores_gemma":[0.99792665,0.00042944006,0.00039577435,0.0006217043,0.00040333896,0.00022310756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001961926,0.00031840496,0.00094336655,0.00021978885,0.00014320269,0.000028004582,0.0002244018,0.00052568305,0.00017869625],"category_scores_gemma":[0.00058408536,0.00021277038,0.00008220207,0.00018072134,0.0016845434,0.00019001856,0.00011993459,0.00113953,0.0000072851135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020482999,0.00017099711,0.9856252,0.00010388086,0.00019136356,0.000047004905,0.0008827153,0.0000016330226,0.0017253241,0.000016787695,0.0019760109,0.00721078],"study_design_scores_gemma":[0.00489163,0.0019255899,0.9803535,0.00049195095,0.00008787054,0.00008394219,0.0002989365,0.0000680243,0.0021353741,0.00025426087,0.009212041,0.00019692116],"about_ca_topic_score_codex":0.000029918012,"about_ca_topic_score_gemma":0.0006559225,"teacher_disagreement_score":0.012066479,"about_ca_system_score_codex":0.000050306455,"about_ca_system_score_gemma":0.00014070491,"threshold_uncertainty_score":0.8676524},"labels":[],"label_agreement":null},{"id":"W2804881065","doi":"10.1111/opn.12200","title":"How nurses restore and maintain mobility in hospitalised older people: An integrative literature review","year":2018,"lang":"en","type":"review","venue":"International Journal of Older People Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Nursing; Staffing; Older people; Medicine; Gerontological nursing; Critical appraisal; Psychology; Gerontology; Alternative medicine","score_opus":0.019376979582332768,"score_gpt":0.37572904601296453,"score_spread":0.3563520664306318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804881065","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013793992,0.9874459,0.00033984528,0.005868838,0.0030854696,0.0015667971,0.00012507457,0.000028291279,0.00016037158],"genre_scores_gemma":[0.0027190854,0.9929866,0.0013566673,0.00037174532,0.0016602641,0.000044528435,0.00032152,0.00010418927,0.00043540358],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99530184,0.0005741703,0.0016619749,0.0007183844,0.0013019576,0.00044168218],"domain_scores_gemma":[0.9949751,0.00038431617,0.0016664022,0.0005641231,0.0020082162,0.00040184683],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009624766,0.0007971888,0.0030293793,0.0010114657,0.00006481096,0.00038370045,0.00078455615,0.0005071204,0.00009868498],"category_scores_gemma":[0.0013923428,0.000583124,0.0007477777,0.0008044429,0.00027465433,0.0010492931,0.00007813696,0.0017994556,0.000004165909],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017490903,0.0014485134,0.0011254048,0.02575999,0.00069970114,0.0010045137,0.01522046,2.541258e-7,0.0000022234476,0.00019549452,0.012992677,0.94137585],"study_design_scores_gemma":[0.002039481,0.0008077063,0.013107819,0.8677549,0.0014827909,0.012262332,0.0012595342,0.000018673287,0.0000047651474,0.00037940466,0.10025789,0.00062470627],"about_ca_topic_score_codex":0.000025780246,"about_ca_topic_score_gemma":0.00023077332,"teacher_disagreement_score":0.94075114,"about_ca_system_score_codex":0.001461995,"about_ca_system_score_gemma":0.000773513,"threshold_uncertainty_score":0.99966204},"labels":[],"label_agreement":null},{"id":"W2804898534","doi":"10.1093/ageing/afy081","title":"Tracking changes in frailty throughout later life: results from a 17-year longitudinal study in the Netherlands","year":2018,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Gee; Longitudinal study; Medicine; Ageing; Demography; Generalized estimating equation; Gerontology; Frailty Index; Tracking (education); Psychology; Internal medicine","score_opus":0.08219707335439677,"score_gpt":0.3401826162026216,"score_spread":0.25798554284822484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804898534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99429196,0.00018077157,0.000012247646,0.0025929827,0.000085295454,0.0004004545,0.00001012815,0.000027383292,0.0023987775],"genre_scores_gemma":[0.9978358,0.000035793742,0.00013701241,0.0009815845,0.0006846013,0.00001591764,0.000020035015,0.000016028127,0.0002732406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988467,0.000101749516,0.00024505638,0.0003321118,0.00021105325,0.0002633434],"domain_scores_gemma":[0.99934965,0.00022488418,0.000051640953,0.00030097674,0.000023560677,0.000049285103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044985773,0.0001429975,0.00025013555,0.00008171786,0.00007415741,0.00006479928,0.00011683002,0.000076053264,0.00004994125],"category_scores_gemma":[0.0002369549,0.00009405729,0.000023741064,0.00021265047,0.0000738034,0.000102331156,0.00005970173,0.00030704218,0.000014622309],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057150266,0.0003744706,0.8367271,0.000025892325,0.00007142056,0.0148694115,0.12528774,0.0000019947672,0.0008092982,0.000005444895,0.0016853666,0.019570366],"study_design_scores_gemma":[0.0040844553,0.0004645339,0.98847866,0.00028652063,0.000035532787,0.000009701946,0.004750646,0.00007531388,0.000119142576,0.00010955146,0.0014724447,0.00011349756],"about_ca_topic_score_codex":0.0023970706,"about_ca_topic_score_gemma":0.02755952,"teacher_disagreement_score":0.15175158,"about_ca_system_score_codex":0.000018710925,"about_ca_system_score_gemma":0.000014434461,"threshold_uncertainty_score":0.99018496},"labels":[],"label_agreement":null},{"id":"W2804924614","doi":"10.1186/s12875-018-0743-4","title":"Identifying frailty in primary care: a qualitative description of family physicians’ gestalt impressions of their older adult patients","year":2018,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"The Wilson Centre; Ontario College of Art and Design; Canada Research Chairs; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Women's College Hospital","keywords":"Medicine; Qualitative research; Conceptualization; Gerontology; Cognition; Family medicine; Psychiatry","score_opus":0.08406203886031766,"score_gpt":0.36665659926199123,"score_spread":0.2825945604016736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804924614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829841,0.0006630177,0.0024815109,0.00012555573,0.0005032259,0.0010225038,0.00013320782,0.000048763657,0.012038076],"genre_scores_gemma":[0.980192,0.00012474976,0.017839765,0.0012578369,0.000114996605,0.00005838076,0.00015390283,0.000051391668,0.00020698084],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99687546,0.0006650404,0.0008737294,0.000468923,0.0007570525,0.00035981432],"domain_scores_gemma":[0.99496275,0.001293309,0.0008525993,0.00065193995,0.0021430205,0.00009637086],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00052727957,0.00027731512,0.0005846924,0.00025957794,0.0000769456,0.000019153242,0.0002158101,0.00018883022,0.000010115475],"category_scores_gemma":[0.0025478124,0.00025175774,0.00015194806,0.0006119912,0.00032140306,0.0010997896,0.0001500007,0.0004215096,0.000029260207],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00420194,0.0046922616,0.07277867,0.004304018,0.00036274685,0.000018609837,0.38495216,0.000012436973,0.48254922,0.00027707912,0.0066620577,0.0391888],"study_design_scores_gemma":[0.005324642,0.0008574677,0.8345664,0.002873384,0.00021319077,0.0000042171305,0.14506131,0.000087685956,0.010031047,0.00010953638,0.0006085718,0.0002625252],"about_ca_topic_score_codex":0.0016238751,"about_ca_topic_score_gemma":0.00018760486,"teacher_disagreement_score":0.7617877,"about_ca_system_score_codex":0.00027558336,"about_ca_system_score_gemma":0.00032922547,"threshold_uncertainty_score":0.99999344},"labels":[],"label_agreement":null},{"id":"W2805616722","doi":"10.1136/eb-2018-102928","title":"Inpatient mobilisation programmes targeting older patients are feasible, but further research is required to examine impact on patient outcomes","year":2018,"lang":"en","type":"letter","venue":"Evidence-Based Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intervention (counseling); Gerontology; Interrupted time series; Psychological intervention; Physical therapy; Nursing","score_opus":0.10815999447256902,"score_gpt":0.39958457175845247,"score_spread":0.29142457728588345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805616722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5676392,0.0004070467,0.000088462875,0.42359748,0.001574524,0.0061787544,0.00014590818,0.00023305057,0.00013557322],"genre_scores_gemma":[0.7200346,0.000022124661,0.0024955038,0.270045,0.003486685,0.0007701217,0.0012863372,0.0004399381,0.0014196528],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9882073,0.0014422316,0.0014515097,0.0020049862,0.004803142,0.0020908536],"domain_scores_gemma":[0.99152625,0.0021190797,0.0008648715,0.0019608587,0.0029348552,0.0005940956],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0017011018,0.0011948765,0.0014152428,0.0018642835,0.00046156143,0.0003163015,0.0006141401,0.0011369828,0.0006005711],"category_scores_gemma":[0.0061131213,0.00093633437,0.00059315073,0.0014464797,0.0005745156,0.0004928455,0.00013491795,0.0027259977,0.00054590503],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092265784,0.0010900977,0.08830406,0.0006918123,0.0001367007,0.00013338355,0.0074705086,0.00005280591,0.00010636522,1.414163e-7,0.8403534,0.060738064],"study_design_scores_gemma":[0.012135298,0.053879533,0.5635758,0.24699067,0.0010022647,0.000030902404,0.0051372997,0.0011136489,0.021044642,0.0001820022,0.08999385,0.0049140635],"about_ca_topic_score_codex":0.00043783803,"about_ca_topic_score_gemma":0.00000975559,"teacher_disagreement_score":0.75035954,"about_ca_system_score_codex":0.0048071803,"about_ca_system_score_gemma":0.000698254,"threshold_uncertainty_score":0.9995748},"labels":[],"label_agreement":null},{"id":"W2805702003","doi":"10.4022/jafib.1870","title":"What is the Impact of Frailty on Prescription of Anticoagulation in Elderly Patients with Atrial Fibrillation? A Systematic Review and Meta-Analysis","year":2018,"lang":"en","type":"review","venue":"Journal of Atrial Fibrillation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Libin Cardiovascular Institute of Alberta","funders":"","keywords":"Medicine; Atrial fibrillation; Medical prescription; Odds ratio; Internal medicine; MEDLINE; Meta-analysis","score_opus":0.08574802401648803,"score_gpt":0.38039978348787873,"score_spread":0.2946517594713907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805702003","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00662727,0.9879527,0.00003791001,0.00018069676,0.0001917835,0.004904238,0.00009258559,0.000004910316,0.000007874759],"genre_scores_gemma":[0.014519113,0.9843396,0.00014937598,0.000010873355,0.00077283976,0.0000018380102,0.00011979981,0.000040334297,0.00004620567],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99346966,0.0010346033,0.0037478956,0.00031807207,0.0012493349,0.0001804365],"domain_scores_gemma":[0.98882735,0.0010159507,0.008077915,0.00064596604,0.0013359981,0.000096841024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019092263,0.0004790861,0.00788308,0.0009789747,0.00004486488,0.00007162534,0.0001476863,0.0003173795,0.00008943659],"category_scores_gemma":[0.0012946505,0.00023363005,0.005968983,0.0014722212,0.00009176515,0.0006377328,0.00003193242,0.00027790808,0.0000027140968],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023492873,0.000052503958,0.004525395,0.65189236,0.31040284,0.0000040650684,0.00084206753,0.0039188764,0.0000011789386,0.000011496937,0.0003818324,0.02561807],"study_design_scores_gemma":[0.0023282082,0.00391022,0.0034857017,0.12720223,0.861448,0.000060539707,0.000016520382,0.00023381683,0.0000012589553,0.00003368517,0.0010212095,0.0002586439],"about_ca_topic_score_codex":0.000070870185,"about_ca_topic_score_gemma":0.000011457701,"teacher_disagreement_score":0.5510451,"about_ca_system_score_codex":0.00026329496,"about_ca_system_score_gemma":0.00035183644,"threshold_uncertainty_score":0.9527157},"labels":[],"label_agreement":null},{"id":"W2805968029","doi":"10.1016/j.jcrc.2018.05.013","title":"Early mobility in frail and non-frail older adults admitted to the cardiovascular intensive care unit","year":2018,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Cedars-Sinai Medical Center","keywords":"Medicine; Intensive care unit; Intensive care medicine; Gerontology; Emergency medicine","score_opus":0.018770129511820194,"score_gpt":0.30905430210450535,"score_spread":0.29028417259268513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2805968029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98387706,0.005648324,0.00020987545,0.008728022,0.00050570164,0.00051809894,0.000027559692,0.0000128684205,0.00047247348],"genre_scores_gemma":[0.9957229,0.000013035766,0.00046528073,0.0029071346,0.0008165491,0.000011870803,0.0000035121002,0.000030154193,0.00002956169],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978046,0.00015672727,0.0005516466,0.00030504283,0.00078590965,0.0003961159],"domain_scores_gemma":[0.99067134,0.00027454126,0.00005575632,0.0005621643,0.007949403,0.00048678712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036252913,0.00022070867,0.0006366991,0.00018089316,0.000092796276,0.000045639365,0.0002305309,0.000184565,0.000082629165],"category_scores_gemma":[0.0053661955,0.00014996344,0.0003160915,0.00034629923,0.00043174558,0.00014984737,0.00012738116,0.0008177001,0.000030591556],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043400293,0.00050406717,0.5022582,0.005739308,0.0007147615,0.00419299,0.37367138,0.000032605443,0.00043057566,0.00008866828,0.0060747997,0.10195266],"study_design_scores_gemma":[0.0037919346,0.0022893143,0.87650037,0.0013655107,0.0004248422,0.00052462204,0.11006785,0.000023531293,0.0008979007,0.000041337204,0.0038656616,0.00020714343],"about_ca_topic_score_codex":0.00022501174,"about_ca_topic_score_gemma":0.00026745466,"teacher_disagreement_score":0.3742422,"about_ca_system_score_codex":0.00016987984,"about_ca_system_score_gemma":0.00021718348,"threshold_uncertainty_score":0.64242244},"labels":[],"label_agreement":null},{"id":"W2806110404","doi":"10.1590/1983-1447.2018.2017-0233","title":"Factors that contribute to a NANDA nursing diagnosis of risk for frail elderly syndrome","year":2018,"lang":"en","type":"article","venue":"Revista gaúcha de enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Genitourinary system; Gerontology; Pediatrics; Demography; Gynecology; Internal medicine","score_opus":0.054155863550291804,"score_gpt":0.34123835765208066,"score_spread":0.2870824941017889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806110404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.976977,0.0007714234,0.018324122,0.0011994292,0.0002822475,0.0014757289,0.00047737456,0.0001240944,0.00036857536],"genre_scores_gemma":[0.9956402,0.00013828569,0.0028685783,0.00031274348,0.00020390804,0.00012806978,0.00007084811,0.00007072945,0.0005666473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979926,0.00009692153,0.00046584953,0.0004424279,0.00037746574,0.00062476064],"domain_scores_gemma":[0.9975917,0.0007588039,0.00023621951,0.0006514555,0.0003579981,0.00040384944],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044167732,0.0003156833,0.0008058069,0.00020641682,0.00014297974,0.000063489104,0.00023368375,0.00017356359,0.00025448366],"category_scores_gemma":[0.0019861849,0.00027269116,0.00029661934,0.00032160088,0.00019179715,0.00012186978,0.00004901541,0.00022348441,0.000057169826],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009643925,0.00093361066,0.7243251,0.0020313878,0.0007432516,0.00016984013,0.012621235,0.0000048507704,0.0035318267,0.0017739024,0.07551163,0.17738895],"study_design_scores_gemma":[0.0070251054,0.005274643,0.70735776,0.008039552,0.0014451201,0.0002409546,0.00095634453,0.00031640203,0.057953358,0.0006745347,0.20970848,0.0010077263],"about_ca_topic_score_codex":0.00010435697,"about_ca_topic_score_gemma":0.00002123263,"teacher_disagreement_score":0.17638123,"about_ca_system_score_codex":0.00028479946,"about_ca_system_score_gemma":0.00013390029,"threshold_uncertainty_score":0.9999725},"labels":[],"label_agreement":null},{"id":"W2806860937","doi":"10.4037/ccn2018336","title":"Frailty in Critical Care: Examining Implications for Clinical Practices","year":2018,"lang":"en","type":"review","venue":"Critical Care Nurse","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Health; St. Paul's Hospital","funders":"","keywords":"Medicine; Delirium; Stressor; Harm; Intensive care medicine; MEDLINE; Adverse effect; Nursing assessment; Gerontology; Nursing; Psychiatry; Psychology","score_opus":0.5057925498629502,"score_gpt":0.6120312908253795,"score_spread":0.10623874096242936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2806860937","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000022718415,0.98265886,0.00030840476,0.0043318174,0.002322833,0.0026348461,0.0008155496,0.00018532314,0.0067196386],"genre_scores_gemma":[0.0035949592,0.97170055,0.013625044,0.0011687701,0.005367436,0.0023373242,0.0016033725,0.0003154405,0.00028710428],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99432504,0.00058628066,0.0019918706,0.0016269904,0.00043688292,0.0010329623],"domain_scores_gemma":[0.9788088,0.016643032,0.000317273,0.0016293027,0.0017792542,0.0008223262],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00074570096,0.0007147452,0.002856597,0.00029897373,0.00019549957,0.00012852249,0.00056672015,0.0015665749,0.00016824905],"category_scores_gemma":[0.09580708,0.00064244686,0.0009213779,0.00047063243,0.0015200296,0.00023678756,0.00013516514,0.0018278005,0.0002876198],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006157759,0.00047952138,0.0007118877,0.078885294,0.00007306745,0.00010097542,0.00063527125,7.742317e-9,2.4855436e-7,0.0053444314,0.014065999,0.8996417],"study_design_scores_gemma":[0.0009810432,0.0013845788,0.00096124347,0.019665768,0.004144496,0.0003034415,0.002495158,0.0000027536237,7.5523894e-7,0.00029258887,0.96913356,0.0006346111],"about_ca_topic_score_codex":0.000021621727,"about_ca_topic_score_gemma":0.00007111077,"teacher_disagreement_score":0.9550676,"about_ca_system_score_codex":0.0005577031,"about_ca_system_score_gemma":0.0015907674,"threshold_uncertainty_score":0.9997296},"labels":[],"label_agreement":null},{"id":"W2807024083","doi":"10.1016/j.dadm.2018.05.002","title":"Relationship between frailty and Alzheimer's disease biomarkers: A scoping review","year":2018,"lang":"en","type":"review","venue":"Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring","topic":"Frailty in Older Adults","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Alzheimer Society Research Program; Alzheimer Society; Nova Scotia Health Research Foundation; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Neuropathology; Dementia; Biomarker; Medicine; Disease; Alzheimer's disease; PsycINFO; Atrophy; Gerontology; Bioinformatics; Oncology; Internal medicine; MEDLINE; Biology","score_opus":0.1906228183476675,"score_gpt":0.4465986252410614,"score_spread":0.25597580689339394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807024083","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010652699,0.98730326,0.00003751957,0.00085270975,0.0012852112,0.009467255,0.00044570054,0.00037387357,0.00012796835],"genre_scores_gemma":[0.007035817,0.97791046,0.0022060226,0.00021940786,0.0026224146,0.0077496897,0.0018616604,0.00038266837,0.000011871791],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.9911075,0.0008670166,0.0026227634,0.002376756,0.0017372703,0.0012886624],"domain_scores_gemma":[0.9908094,0.0022623232,0.0014060276,0.002363169,0.00034569565,0.002813421],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0011347613,0.0017635359,0.0036653208,0.0006451649,0.0006790132,0.00039598998,0.00071847136,0.00041348414,0.000327296],"category_scores_gemma":[0.00090138445,0.001673151,0.0014931397,0.0010621756,0.0003759133,0.0007505433,0.0008581434,0.0009926028,0.00023181812],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001882356,0.00038722434,0.5302957,0.0755972,0.018003115,0.00020310197,0.00001452204,1.0500365e-7,2.357149e-8,0.000016504348,0.0049926783,0.37047094],"study_design_scores_gemma":[0.0006411036,0.000097856886,0.14146651,0.4850842,0.25978553,0.0000066860275,0.00000769311,0.0000024000967,0.0000020820878,0.000035743746,0.11174431,0.0011258647],"about_ca_topic_score_codex":0.000052414536,"about_ca_topic_score_gemma":0.0000032400828,"teacher_disagreement_score":0.409487,"about_ca_system_score_codex":0.00022360594,"about_ca_system_score_gemma":0.002071779,"threshold_uncertainty_score":0.999511},"labels":[],"label_agreement":null},{"id":"W2807407545","doi":"10.1186/s13017-018-0180-7","title":"Development of a reconditioning program for elderly abdominal surgery patients: the Elder-friendly Approaches to the Surgical Environment–BEdside reconditioning for Functional ImprovemenTs (EASE-BE FIT) pilot study","year":2018,"lang":"en","type":"article","venue":"World Journal of Emergency Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"University of Alberta; Alberta Innovates; Alberta Innovates - Health Solutions; Alberta Health Services","keywords":"Medicine; Physical therapy; Rehabilitation","score_opus":0.1892388746645072,"score_gpt":0.316148750389335,"score_spread":0.1269098757248278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807407545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874055,0.00022445913,0.0033626726,0.0020848035,0.003188326,0.0034584242,0.000069271235,0.000025852929,0.00018070772],"genre_scores_gemma":[0.98771155,0.0000311092,0.008348318,0.00019923554,0.0013274716,0.0012967836,0.00013976083,0.00006686263,0.00087889313],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.995631,0.00019397518,0.0023440602,0.00040760142,0.000833175,0.0005902143],"domain_scores_gemma":[0.99570405,0.0017112688,0.0013533212,0.00038840904,0.0005942087,0.00024872454],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035531607,0.0003489112,0.0007440823,0.0005088827,0.00067917875,0.000032416483,0.0002432529,0.000050726943,0.0011136053],"category_scores_gemma":[0.0008635791,0.00023259,0.00056087336,0.00048617457,0.00015642651,0.00028133503,0.00007001405,0.00030365493,0.000009594487],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012416321,0.014131833,0.18151593,0.00045033701,0.0034138428,0.000031500596,0.005068984,0.00008148744,0.00032810643,0.00007924105,0.2992808,0.48320162],"study_design_scores_gemma":[0.009773957,0.019360151,0.5059448,0.0016707252,0.0018248744,0.00021033018,0.008912994,0.00021474616,0.004662351,0.00053464266,0.4454759,0.0014145167],"about_ca_topic_score_codex":0.000014470217,"about_ca_topic_score_gemma":0.00020292807,"teacher_disagreement_score":0.48178712,"about_ca_system_score_codex":0.0001797569,"about_ca_system_score_gemma":0.00043439053,"threshold_uncertainty_score":0.9997995},"labels":[],"label_agreement":null},{"id":"W2807721292","doi":"10.7399/fh.10953","title":"Approach to the development of a frailty index based on comprehensive geriatric assessment in nursing home.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Frailty Index; Nursing homes; Gerontology; Index (typography); Humanities; Nursing","score_opus":0.047653214579030635,"score_gpt":0.3068114885411144,"score_spread":0.25915827396208374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807721292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9265772,0.00003719371,0.01281226,0.0039696777,0.00044039878,0.003646215,0.0000065486793,0.00005363332,0.05245687],"genre_scores_gemma":[0.98458195,5.936905e-7,0.012971002,0.0009168764,0.00015666363,0.0011065146,0.0000138081,0.00002046506,0.00023211382],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99834985,0.00007694122,0.00037163522,0.00029828897,0.0005078284,0.00039548826],"domain_scores_gemma":[0.99907416,0.00011473916,0.00009248722,0.00042015658,0.00014902039,0.00014941701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038091556,0.00015501793,0.0002908687,0.00029911418,0.000060934097,0.000013611504,0.00017896567,0.000073113566,0.000014687748],"category_scores_gemma":[0.000096651536,0.00011071774,0.00004431716,0.00066654006,0.00009333215,0.000028858469,0.000041827905,0.00022834504,0.000012862136],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007722721,0.002250859,0.059974026,0.0002069542,0.00008552109,0.000006335167,0.007072626,0.0006117674,0.0001654984,0.00013937744,0.0067686364,0.9219461],"study_design_scores_gemma":[0.0019256915,0.0000967899,0.9902422,0.000116116564,0.000018330053,0.00000332886,0.00035392982,0.0025091858,0.000738963,0.000024315095,0.0038499727,0.000121181896],"about_ca_topic_score_codex":0.000020839136,"about_ca_topic_score_gemma":0.000025883364,"teacher_disagreement_score":0.93026817,"about_ca_system_score_codex":0.00042456324,"about_ca_system_score_gemma":0.00022456732,"threshold_uncertainty_score":0.45149383},"labels":[],"label_agreement":null},{"id":"W2808078534","doi":"10.3389/fnagi.2018.00172","title":"Sex Differences in Healthspan Predict Lifespan in the 3xTg-AD Mouse Model of Alzheimer’s Disease","year":2018,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Frailty in Older Adults","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Frailty Index; Life expectancy; Disease; Gerontology; Medicine; Expectancy theory; Physiology; Demography; Biology; Internal medicine; Psychology; Population","score_opus":0.053215636017224996,"score_gpt":0.29990910655336334,"score_spread":0.24669347053613833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808078534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894655,0.00035679585,0.0026861343,0.005841036,0.0007233859,0.0006667387,0.000025501295,0.00003969732,0.00019521621],"genre_scores_gemma":[0.99553937,0.00013680446,0.0015212701,0.002386067,0.000046519985,0.000036896396,0.0000021574135,0.000015924692,0.00031497292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976628,0.00018922515,0.00045261538,0.00054656935,0.00061865256,0.00053013663],"domain_scores_gemma":[0.9990151,0.000065362394,0.00011710291,0.00058663456,0.00003328574,0.0001825474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006611781,0.00018360608,0.0003651346,0.00045613077,0.00007176652,0.00002728811,0.0006117482,0.000049815208,0.000002102227],"category_scores_gemma":[0.0006205175,0.00014041779,0.000044033357,0.0008758019,0.00083204906,0.00020847676,0.0001035751,0.00038946824,0.0000012946148],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009488573,0.00033198067,0.98678595,0.00006880687,0.0000020769623,0.00003462793,0.0057343566,0.00052993617,0.0022938116,0.000022550423,0.001978691,0.0021223156],"study_design_scores_gemma":[0.00090925593,0.00020927607,0.5700794,0.00025786253,0.000016344015,0.0000036623358,0.0006319037,0.42637563,0.0009672637,0.00035054958,0.000059259128,0.00013962008],"about_ca_topic_score_codex":0.00021394451,"about_ca_topic_score_gemma":0.00013990105,"teacher_disagreement_score":0.42584568,"about_ca_system_score_codex":0.000069330315,"about_ca_system_score_gemma":0.0002806797,"threshold_uncertainty_score":0.5726071},"labels":[],"label_agreement":null},{"id":"W2808312496","doi":"10.1186/s12877-018-0823-2","title":"What do we know about frailty in the acute care setting? A scoping review","year":2018,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":336,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; Lakehead University; Nova Scotia Health Authority; Dalhousie University","funders":"Government of Canada; Canadian Frailty Network; Dalhousie University; QEII Foundation; Health Sciences Centre Foundation","keywords":"Medicine; Rehabilitation; Acute care; Gerontology; Nursing; Intensive care medicine; Physical therapy; Health care","score_opus":0.059345175950352116,"score_gpt":0.3890337146258099,"score_spread":0.3296885386754578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808312496","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000012365142,0.9884196,0.000028327373,0.0007881651,0.0020763562,0.008045947,0.000083942396,0.000106469386,0.00044994292],"genre_scores_gemma":[1.2020313e-7,0.99281716,0.0020825008,0.0011269948,0.0020354455,0.0007205272,0.00040549602,0.00015478882,0.00065694674],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947574,0.0007565034,0.0017434547,0.0010282155,0.00093682314,0.00077757315],"domain_scores_gemma":[0.9953595,0.0009260101,0.0009770285,0.0021821645,0.00036036537,0.00019492724],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013987869,0.00089829403,0.0032761511,0.00038627145,0.00013817532,0.00028568212,0.0010607488,0.0007228905,0.00021525795],"category_scores_gemma":[0.001370497,0.0005813105,0.0011125641,0.0018611965,0.000117150885,0.00025008284,0.00032218543,0.0012406043,0.0007352294],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037095776,0.000027556112,0.000010585798,0.39239535,0.000056612782,0.000070688504,0.00054838305,3.1095176e-8,9.758437e-9,0.0000047712097,0.017323608,0.5895587],"study_design_scores_gemma":[0.00028144917,0.000065887885,0.0000047701747,0.47931576,0.0021231342,0.00024177619,0.00014133584,4.225778e-7,7.245456e-8,0.0000050202693,0.51752734,0.000293017],"about_ca_topic_score_codex":0.00001547478,"about_ca_topic_score_gemma":0.000121677745,"teacher_disagreement_score":0.5892657,"about_ca_system_score_codex":0.00041741822,"about_ca_system_score_gemma":0.0022704029,"threshold_uncertainty_score":0.99966383},"labels":[],"label_agreement":null},{"id":"W2809153280","doi":"10.1136/bmjopen-2018-022057","title":"PREHAB study: a protocol for a prospective randomised clinical trial of exercise therapy for people living with frailty having cancer surgery","year":2018,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; McGill University; Ottawa Hospital; University of Ottawa","funders":"International Anesthesia Research Society; University of Ottawa","keywords":"Medicine; Physical therapy; Protocol (science); Cancer; Clinical trial; Randomized controlled trial; Surgery; Alternative medicine; Gerontology; Internal medicine; Pathology","score_opus":0.21045853231658562,"score_gpt":0.5170721939008531,"score_spread":0.3066136615842675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809153280","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23067686,0.0000028466502,0.00044501465,0.00031619944,0.0001893249,0.7680946,0.000022132552,0.000035020777,0.0002179792],"genre_scores_gemma":[0.15660416,0.0000014977707,0.003082371,0.00007882765,0.00077364704,0.83811694,0.0000035548662,0.000063401334,0.0012755767],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99744356,0.00019197505,0.001042038,0.0005852806,0.000390204,0.0003469282],"domain_scores_gemma":[0.99492055,0.0028103886,0.0006523649,0.000683743,0.00080092245,0.00013202365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041265236,0.00024415724,0.0015061483,0.000078802965,0.00013997147,0.00007179699,0.00031846456,0.00011637201,0.0001858812],"category_scores_gemma":[0.0032630803,0.00016496758,0.00030353465,0.00021240853,0.00013467953,0.00020662113,0.00014891435,0.00013167871,0.0000023281427],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.72859967,0.0029050992,0.2424639,0.0005018205,0.00031384075,0.0000016182015,0.0036456275,5.7336575e-7,0.000027500297,0.0000018542412,0.007534338,0.014004162],"study_design_scores_gemma":[0.7684935,0.01814879,0.20475177,0.005081661,0.00023859958,0.0000038628045,0.0007858487,0.00019663751,0.0006625554,0.000042012693,0.0012920342,0.00030275187],"about_ca_topic_score_codex":0.00058958126,"about_ca_topic_score_gemma":0.0013522757,"teacher_disagreement_score":0.07407271,"about_ca_system_score_codex":0.000073846066,"about_ca_system_score_gemma":0.0014900358,"threshold_uncertainty_score":0.6727183},"labels":[],"label_agreement":null},{"id":"W2809334224","doi":"10.1093/gerona/gly136","title":"“Physiological Dysregulation” as a Promising Measure of Robustness and Resilience in Studies of Aging and a New Indicator of Preclinical Disease","year":2018,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Aging; National Institutes of Health","keywords":"Biomarker; Robustness (evolution); Disease; Healthy aging; Proxy (statistics); Medicine; Psychological resilience; Gerontology; Bioinformatics; Psychology; Biology; Internal medicine; Computer science; Genetics","score_opus":0.14564704403948506,"score_gpt":0.40925856404183775,"score_spread":0.26361152000235266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809334224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982802,0.011080979,0.000050392082,0.0057650656,0.000033905842,0.00024025867,0.0000028103873,0.0000038113333,0.00002078918],"genre_scores_gemma":[0.9977243,0.0008206718,0.0013159286,0.000040485076,0.000046491896,0.0000026394987,2.9521277e-7,0.0000051272655,0.000044046945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998642,0.00021079663,0.0006596288,0.0001498006,0.00020114498,0.00013658383],"domain_scores_gemma":[0.9984656,0.00038820005,0.0005794637,0.00021637809,0.00025860633,0.000091765745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007534425,0.000099382996,0.00066624844,0.00008645651,0.000039401704,0.0000022328468,0.00011129187,0.00007752583,0.00002473244],"category_scores_gemma":[0.0027322697,0.00006129864,0.00004181958,0.000116867086,0.002267506,0.000111548325,0.0001098912,0.00014801021,8.500827e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011427373,0.0005620554,0.8583961,0.0019292538,0.00076862425,0.00003024104,0.026139423,0.00016755698,0.08062479,0.0005537637,0.00041791907,0.01898291],"study_design_scores_gemma":[0.0014059618,0.0012555514,0.98394734,0.0016126966,0.00015388308,0.00011117444,0.0026125242,0.00010314129,0.0066622626,0.0020724204,0.0000057238235,0.000057343794],"about_ca_topic_score_codex":0.000054757485,"about_ca_topic_score_gemma":0.00015140511,"teacher_disagreement_score":0.12555122,"about_ca_system_score_codex":0.000011579352,"about_ca_system_score_gemma":0.00015963975,"threshold_uncertainty_score":0.83547205},"labels":[],"label_agreement":null},{"id":"W2809572652","doi":"10.1080/17437199.2018.1488601","title":"A realist review to understand the efficacy and outcomes of interventions designed to minimise, reverse or prevent the progression of frailty","year":2018,"lang":"en","type":"review","venue":"Health Psychology Review","topic":"Frailty in Older Adults","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"Consumers, Health, Agriculture and Food Executive Agency; European Commission","keywords":"Psychological intervention; Intervention (counseling); Context (archaeology); Psychology; General partnership; Gerontology; Health care; Systematic review; Quality of life (healthcare); Medicine; MEDLINE; Psychotherapist; Psychiatry","score_opus":0.3676051117998639,"score_gpt":0.5771346179301754,"score_spread":0.20952950613031152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809572652","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[9.858891e-7,0.8595232,0.00014465101,0.119082324,0.00029484506,0.020610245,0.00011024146,0.000024222973,0.00020928643],"genre_scores_gemma":[4.962165e-7,0.9394924,0.002161982,0.056096967,0.00007395069,0.0009144348,0.00006357666,0.00006313582,0.0011330515],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99217206,0.0026116841,0.003458167,0.0008020886,0.00045914127,0.0004968513],"domain_scores_gemma":[0.99341303,0.0011245026,0.0022457272,0.0024830694,0.00029412349,0.00043956056],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0048993523,0.0005894846,0.005424261,0.0001685084,0.0001522639,0.000006727827,0.00072798424,0.00023717062,0.00036434788],"category_scores_gemma":[0.00360826,0.0002573684,0.0009475367,0.0012243916,0.00044611652,0.000027219212,0.00025036323,0.0005671636,0.00007546843],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003399607,0.00018900952,0.0000025486293,0.33470234,0.0001600917,0.0000029072503,0.00010135854,1.4553764e-9,2.4286143e-8,0.000016999864,0.25775427,0.40703645],"study_design_scores_gemma":[0.00031907315,0.0012836322,0.00013554965,0.46058613,0.0017007332,0.00019545406,0.000008973111,1.1586338e-8,3.761872e-8,0.0000042964293,0.5356601,0.00010603582],"about_ca_topic_score_codex":0.000023576162,"about_ca_topic_score_gemma":0.00008476673,"teacher_disagreement_score":0.40693042,"about_ca_system_score_codex":0.000120228084,"about_ca_system_score_gemma":0.00071806996,"threshold_uncertainty_score":0.99998784},"labels":[],"label_agreement":null},{"id":"W2810000358","doi":"10.1177/0840470418774807","title":"Establishing an integrated model of subacute care for the frail elderly","year":2018,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Veterans Affairs Canada","funders":"","keywords":"Deconditioning; Medicine; Exacerbation; Health care; Population; Gerontology; Physical therapy; Environmental health","score_opus":0.04014164205953822,"score_gpt":0.3278528674890755,"score_spread":0.28771122542953725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810000358","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2261108,0.005502552,0.41210693,0.3040725,0.0043314896,0.022021823,0.0011975544,0.0012977187,0.02335862],"genre_scores_gemma":[0.9752212,0.00013547977,0.017105836,0.004064361,0.00019622562,0.00020879025,0.00023368777,0.000059668648,0.002774758],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981666,0.00004151296,0.00042269498,0.00039887388,0.0003941915,0.0005760958],"domain_scores_gemma":[0.99806684,0.000086955966,0.0001442603,0.00087402266,0.0006611354,0.0001667751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030786844,0.00021008424,0.0003152064,0.00016000179,0.00030517209,0.00004558975,0.0003508134,0.000112491194,0.000032719643],"category_scores_gemma":[0.00007492668,0.00015159165,0.000115567855,0.0003112612,0.00014027495,0.00020635253,0.00012269686,0.00020828901,0.00001000911],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075582386,0.00016647199,0.0041306172,0.0034650597,0.0002734835,0.000012216678,0.008031592,0.00022104489,0.0000987772,0.01685644,0.053167585,0.9128209],"study_design_scores_gemma":[0.008308223,0.010146483,0.005884228,0.002091738,0.00090143783,0.000023615441,0.127141,0.2336376,0.0023686765,0.004343151,0.60427684,0.0008769979],"about_ca_topic_score_codex":0.0011075741,"about_ca_topic_score_gemma":0.0046400176,"teacher_disagreement_score":0.9119439,"about_ca_system_score_codex":0.00015975266,"about_ca_system_score_gemma":0.0001200757,"threshold_uncertainty_score":0.6181728},"labels":[],"label_agreement":null},{"id":"W2810029068","doi":"10.1007/s12603-018-1069-6","title":"Fruit and Vegetable Consumption and Frailty: A Systematic Review","year":2018,"lang":"en","type":"review","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University College London; Great Britain Sasakawa Foundation; National Institute for Health and Care Research","keywords":"CINAHL; Medicine; Prospective cohort study; PsycINFO; MEDLINE; Systematic review; Observational study; Environmental health; Meta-analysis; Cohort study; Consumption (sociology); Gerontology; Psychological intervention; Surgery; Internal medicine","score_opus":0.11736149335344247,"score_gpt":0.4144153295018615,"score_spread":0.297053836148419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810029068","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000023086994,0.99137455,0.00007056929,0.0050577186,0.00019298928,0.0032408696,0.000011528812,0.000015932728,0.000012724461],"genre_scores_gemma":[0.000015486841,0.9966046,0.0004611823,0.0022768218,0.00045653855,0.000043422096,0.000012184237,0.00003588257,0.00009388795],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99642366,0.0009021065,0.0018275703,0.0001594092,0.00042104433,0.00026620153],"domain_scores_gemma":[0.99610764,0.0007177395,0.0023079952,0.00032996252,0.0002617143,0.00027492817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038171606,0.00027946173,0.0031162614,0.00024547958,0.00018235216,0.00003419098,0.00013543264,0.000114782255,0.000022636548],"category_scores_gemma":[0.00048889895,0.0001641845,0.00020411682,0.00019217617,0.00011975369,0.00013492264,0.000047132715,0.00073580176,0.000022052292],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071818963,0.000050224364,0.0000030794179,0.9735385,0.0001398527,0.000012375849,0.00014775762,3.8750074e-9,2.3762433e-7,0.0000063078055,0.0041455748,0.02194886],"study_design_scores_gemma":[0.0005761949,0.00027533682,0.000009109333,0.7961443,0.0036286179,0.0126762325,0.000025568343,0.000002935975,1.9666213e-7,0.000043766086,0.18652308,0.00009464418],"about_ca_topic_score_codex":0.000015083874,"about_ca_topic_score_gemma":0.000003110215,"teacher_disagreement_score":0.1823775,"about_ca_system_score_codex":0.00023845847,"about_ca_system_score_gemma":0.00031684947,"threshold_uncertainty_score":0.66952497},"labels":[],"label_agreement":null},{"id":"W2810201607","doi":"10.1590/1980-57642018dn12-020010","title":"Frailty and cognitive performance of elderly in the context of social vulnerability","year":2018,"lang":"en","type":"article","venue":"Dementia & Neuropsychologia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Gerontology; Social vulnerability; Context (archaeology); Socioeconomic status; Vulnerability (computing); Cognition; Logistic regression; Psychology; Medicine; Population; Environmental health; Psychiatry; Psychological intervention; Geography","score_opus":0.035778503365514885,"score_gpt":0.32940909164878146,"score_spread":0.2936305882832666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2810201607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99434423,0.00008398731,0.00002265522,0.00082836003,0.00012575774,0.00041680937,0.000019114159,0.000012662702,0.004146441],"genre_scores_gemma":[0.99857146,0.000018969136,0.00007202295,0.0012069109,0.00006256575,0.000013993701,0.0000075298685,0.00000900372,0.00003752811],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881834,0.00017996509,0.00035351643,0.00025192738,0.00021883474,0.00017740049],"domain_scores_gemma":[0.9992677,0.000148853,0.00014510562,0.00022543527,0.00018654355,0.00002636427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042826383,0.00011324375,0.00024575402,0.0000615275,0.000055096232,0.0000054272846,0.00013431524,0.00006937703,0.00015276921],"category_scores_gemma":[0.00021915989,0.00008156698,0.00004473478,0.00022868121,0.00076627627,0.000056324723,0.000040921554,0.00023419835,0.000010403385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012778974,0.0007966879,0.85106266,0.00023260199,0.00013877352,0.000017597304,0.008391985,5.277306e-8,0.02595242,0.00019442629,0.0024933605,0.10944156],"study_design_scores_gemma":[0.0022086422,0.0024114794,0.9878708,0.000059455175,0.00009536889,0.00002218072,0.00076482707,0.00002678827,0.0059474073,0.00002801064,0.0004996306,0.00006540582],"about_ca_topic_score_codex":0.00002709401,"about_ca_topic_score_gemma":0.000028729117,"teacher_disagreement_score":0.13680817,"about_ca_system_score_codex":0.000005161733,"about_ca_system_score_gemma":0.000019657155,"threshold_uncertainty_score":0.3326205},"labels":[],"label_agreement":null},{"id":"W2811374724","doi":"10.1016/j.maturitas.2018.06.014","title":"Predicting a long hospital stay after admission to a geriatric assessment unit: Results from an observational retrospective cohort study","year":2018,"lang":"en","type":"article","venue":"Maturitas","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; St Mary's Hospital; McGill University Health Centre; Jewish General Hospital; McGill University; University Health Network","funders":"","keywords":"Medicine; Observational study; Retrospective cohort study; Cohort; Unit (ring theory); Emergency medicine; Cohort study; Internal medicine","score_opus":0.027741023775781668,"score_gpt":0.3353959034332593,"score_spread":0.3076548796574776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2811374724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924016,0.000030165356,0.00010407298,0.0020079494,0.0007701202,0.0023103165,0.0005107151,0.0002083417,0.0016567006],"genre_scores_gemma":[0.98939294,0.0000017445665,0.0068096975,0.00046669648,0.0015239334,0.0001894733,0.0005125386,0.00005209913,0.0010508527],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971577,0.00012363095,0.00052355736,0.00081422325,0.0010056422,0.00037525175],"domain_scores_gemma":[0.9979453,0.00011302693,0.00014987381,0.0007910492,0.00057958625,0.0004211587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000548924,0.00027139223,0.00039245997,0.00016264207,0.00015972948,0.00009506019,0.00018377828,0.00013385959,0.00042758655],"category_scores_gemma":[0.00079649413,0.00024068356,0.00006269816,0.00049690506,0.000050236053,0.00029390256,0.00018325263,0.0003840893,0.00009146426],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009938554,0.0010398461,0.9894984,0.000011482743,0.00017191823,0.00017184534,0.0048073083,0.0000012836758,0.00013430577,0.0000065646955,0.0028165483,0.00034664263],"study_design_scores_gemma":[0.0030873457,0.0040226267,0.9902554,0.00018242084,0.00019892625,0.000008037494,0.00094301207,0.0003358739,0.00014903588,0.00010126047,0.0004572378,0.00025879923],"about_ca_topic_score_codex":0.0009372911,"about_ca_topic_score_gemma":0.0005708265,"teacher_disagreement_score":0.0067056245,"about_ca_system_score_codex":0.00041597016,"about_ca_system_score_gemma":0.00019821212,"threshold_uncertainty_score":0.9814791},"labels":[],"label_agreement":null},{"id":"W2815324433","doi":"10.1002/clc.23021","title":"The incremental predictive value of frailty measures in elderly patients undergoing cardiac surgery: A systematic review","year":2018,"lang":"en","type":"review","venue":"Clinical Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Perioperative; Predictive value; MEDLINE; Risk assessment; Intensive care medicine; Predictive value of tests; Meta-analysis; Predictive modelling; Predictive validity; Systematic review; Emergency medicine; Surgery; Internal medicine; Statistics","score_opus":0.11887440636925264,"score_gpt":0.4045244962130935,"score_spread":0.2856500898438409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2815324433","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000105734085,0.989255,0.000016593562,0.000089292014,0.0022486136,0.0072312867,0.00019321458,0.00004227002,0.00081798085],"genre_scores_gemma":[0.0007530266,0.99709606,0.000025833473,0.00021499206,0.00066450814,0.0007522866,0.0003272147,0.000082066115,0.00008399231],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9833755,0.009186286,0.005231284,0.00087567326,0.0007302651,0.00060100167],"domain_scores_gemma":[0.9731308,0.02245048,0.0020040828,0.0016667818,0.00052535086,0.00022249944],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0103333695,0.00063272996,0.0135382395,0.00018284805,0.00008706279,0.000011852044,0.00055843155,0.0009985707,0.0000073273955],"category_scores_gemma":[0.04415237,0.00037533333,0.004019968,0.000490423,0.0008985567,0.000046978526,0.00031398283,0.0012751006,0.00009406104],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006812578,0.00011130025,0.011255174,0.89758515,0.004147011,0.000036098558,0.00001982114,1.11087104e-7,8.4897005e-9,0.000020116873,0.019749293,0.06700777],"study_design_scores_gemma":[0.00058287993,0.0013896844,0.0020829872,0.8134193,0.012573956,0.00006473536,0.00002847749,0.0000013709796,7.4270346e-8,0.0000390437,0.1694738,0.0003436878],"about_ca_topic_score_codex":0.000026474145,"about_ca_topic_score_gemma":0.000023048724,"teacher_disagreement_score":0.1497245,"about_ca_system_score_codex":0.0003992478,"about_ca_system_score_gemma":0.0013627282,"threshold_uncertainty_score":0.9998699},"labels":[],"label_agreement":null},{"id":"W282360116","doi":"10.1007/s10522-015-9583-y","title":"The rate of aging: the rate of deficit accumulation does not change over the adult life span","year":2015,"lang":"en","type":"article","venue":"Biogerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Life span; Biology; Ageing; Longevity; Physiology; Psychology; Neuroscience; Evolutionary biology; Genetics","score_opus":0.1253718863203128,"score_gpt":0.3462945520219237,"score_spread":0.22092266570161093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W282360116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94003475,0.0011869879,0.000077404875,0.056569424,0.0008186616,0.00072248944,0.000030260371,0.00003220977,0.0005278094],"genre_scores_gemma":[0.9958679,0.00014114537,0.00004967253,0.0029134913,0.00033489303,0.000048926726,0.000015496822,0.00001885156,0.0006096402],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99850607,0.00038853427,0.00041823965,0.00020478711,0.00018781038,0.00029456266],"domain_scores_gemma":[0.99767643,0.0008090401,0.00034783815,0.0007158013,0.0003646316,0.000086253676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008973085,0.00016264559,0.00032652137,0.0000475224,0.000099003024,0.000012287919,0.00031766886,0.00013313777,0.000039252383],"category_scores_gemma":[0.0013994115,0.00006532245,0.000099069795,0.00014727887,0.00046397757,0.000068838424,0.00009493701,0.0001707931,0.000024355877],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058180033,0.00077183754,0.7337147,0.00059249677,0.0017219388,0.000052475236,0.06721049,0.00009233478,0.038343925,0.044903073,0.054944742,0.051833987],"study_design_scores_gemma":[0.004590839,0.000709069,0.92399275,0.00014880722,0.0003666005,0.000041514624,0.003570013,0.002631121,0.02389407,0.0012392943,0.038561814,0.00025407877],"about_ca_topic_score_codex":0.0030871776,"about_ca_topic_score_gemma":0.0037670217,"teacher_disagreement_score":0.19027808,"about_ca_system_score_codex":0.000050664312,"about_ca_system_score_gemma":0.000143228,"threshold_uncertainty_score":0.46669096},"labels":[],"label_agreement":null},{"id":"W2842352186","doi":"10.3390/geriatrics3030039","title":"Frailty Screening and Case-Finding for Complex Chronic Conditions in Older Adults in Primary Care","year":2018,"lang":"en","type":"article","venue":"Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hamilton Health Sciences; Centre for Family Medicine; Conestoga College; Western University; Research Institute for Aging; McMaster University; University of Waterloo","funders":"","keywords":"Medicine; Psychological intervention; Psychosocial; Gerontology; Health care; Grip strength; Population; Vulnerability (computing); MEDLINE; Geriatrics; Population ageing; Physical therapy; Nursing; Psychiatry; Environmental health","score_opus":0.03847692645997743,"score_gpt":0.31576393197663727,"score_spread":0.27728700551665986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2842352186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945498,0.0009737237,0.0014268049,0.00038101245,0.00019765618,0.0012877376,0.00018798177,0.00005595148,0.00093929976],"genre_scores_gemma":[0.989034,0.000041697636,0.009521766,0.00026638704,0.00047984903,0.00008704345,0.00044458776,0.000033597935,0.00009104758],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987205,0.00002869785,0.00034544818,0.00035825872,0.00014919296,0.00039789523],"domain_scores_gemma":[0.99923944,0.00019078971,0.0000821338,0.00023815202,0.0001403015,0.00010917364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015135454,0.00016506389,0.0003085332,0.00035046827,0.00012279084,0.000022598495,0.000066092,0.00014868188,0.00008250097],"category_scores_gemma":[0.00014659221,0.00017584609,0.00004924521,0.00045016795,0.00010496914,0.00011100364,0.000069723406,0.00020527402,0.000008381278],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018466515,0.00091578934,0.59165585,0.012751998,0.00018845614,0.0049265386,0.062458403,0.00013084982,0.008163929,0.00055802386,0.025392976,0.29101056],"study_design_scores_gemma":[0.019480953,0.0008139034,0.96310455,0.0012334611,0.00009447594,0.0012479479,0.0038746244,0.004215789,0.00037297042,0.00007077856,0.005031684,0.0004588533],"about_ca_topic_score_codex":0.00034051822,"about_ca_topic_score_gemma":0.0020534566,"teacher_disagreement_score":0.37144873,"about_ca_system_score_codex":0.00039697698,"about_ca_system_score_gemma":0.00015256439,"threshold_uncertainty_score":0.7170795},"labels":[],"label_agreement":null},{"id":"W2847899381","doi":"10.1016/j.trci.2018.06.004","title":"The My Active and Healthy Aging (My‐AHA) ICT platform to detect and prevent frailty in older adults: Randomized control trial design and protocol","year":2018,"lang":"en","type":"article","venue":"Alzheimer s & Dementia Translational Research & Clinical Interventions","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"National Health and Medical Research Council; Medical Research Council; European Commission; Eli Lilly and Company","keywords":"Medicine; Psychosocial; Randomized controlled trial; Psychological intervention; Gerontology; Population; Population ageing; Physical therapy; Psychiatry; Environmental health","score_opus":0.2455450260577972,"score_gpt":0.5228933587601436,"score_spread":0.27734833270234643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2847899381","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2771665,0.014390773,0.10031994,0.06924579,0.0007251227,0.53729343,0.00018064395,0.00015590963,0.00052192516],"genre_scores_gemma":[0.93591744,0.00020464549,0.0048045567,0.0003596804,0.00033882644,0.058262687,0.00001983132,0.000035617366,0.000056701672],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99401397,0.0020133096,0.0017207719,0.0007298213,0.0008786255,0.00064349466],"domain_scores_gemma":[0.98850644,0.009881462,0.00019758473,0.00034142437,0.00056254485,0.0005105346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009999292,0.00025453497,0.0007104059,0.00030264087,0.00057176314,0.00015001438,0.00020185478,0.00018453583,0.00021239126],"category_scores_gemma":[0.0028546732,0.00018521353,0.0003487701,0.000341318,0.00138957,0.00028319846,0.00012414365,0.0009351075,0.000015549656],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7039763,0.00095612527,0.0010303243,0.00014256484,0.004212529,0.000010258336,0.0010790937,0.0000033177366,0.000028874505,0.0005048927,0.00095935934,0.28709638],"study_design_scores_gemma":[0.9333219,0.008599566,0.036915492,0.001973112,0.0017208585,0.000019675288,0.00028411372,0.0054600206,0.00042596666,0.006733669,0.0042174296,0.00032818387],"about_ca_topic_score_codex":0.00018628838,"about_ca_topic_score_gemma":0.0010936601,"teacher_disagreement_score":0.65875095,"about_ca_system_score_codex":0.000028656183,"about_ca_system_score_gemma":0.0003036437,"threshold_uncertainty_score":0.7552789},"labels":[],"label_agreement":null},{"id":"W2882987546","doi":"10.1177/1043659618790041","title":"The Perceived Caregiver Burden Among Turkish Family Caregivers Providing Care for Frail Older Adults","year":2018,"lang":"en","type":"article","venue":"Journal of Transcultural Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Hacettepe Üniversitesi","keywords":"Turkish; Caregiver burden; Family caregivers; Gerontology; Medicine; Dementia; Psychology; Disease","score_opus":0.01282088786776322,"score_gpt":0.2753926243280732,"score_spread":0.26257173646031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2882987546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857604,0.003273948,0.00037208066,0.005745803,0.0022199806,0.0010927985,0.000016302743,0.00004542844,0.0014732475],"genre_scores_gemma":[0.99493134,0.00011923166,0.0015832824,0.000098113494,0.0024441753,0.000010390093,0.0000125116385,0.000047640176,0.0007533181],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978316,0.00006924046,0.0005903194,0.0002891795,0.0006727353,0.00054693496],"domain_scores_gemma":[0.9968718,0.00014029557,0.0003327527,0.00025399198,0.0021145975,0.00028654013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019033664,0.00030551112,0.0005001831,0.00010835238,0.0006953906,0.00013076648,0.0003517893,0.00018758816,0.000015593952],"category_scores_gemma":[0.00014110027,0.00018295363,0.0006272588,0.00018981753,0.0005722613,0.0004686881,0.000008763115,0.0005056405,0.000003828805],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033288188,0.00009742877,0.0019040669,0.0005268264,0.0005837346,0.00009461736,0.7200482,0.000033536926,0.02719187,0.00001653374,0.023023793,0.2231506],"study_design_scores_gemma":[0.019460527,0.003538648,0.1940239,0.01633947,0.0019528281,0.0010991009,0.72562414,0.00051047857,0.006562933,0.000042964308,0.030087238,0.00075777207],"about_ca_topic_score_codex":0.00014997474,"about_ca_topic_score_gemma":0.0001664722,"teacher_disagreement_score":0.22239283,"about_ca_system_score_codex":0.0005722497,"about_ca_system_score_gemma":0.00016745835,"threshold_uncertainty_score":0.74606323},"labels":[],"label_agreement":null},{"id":"W2883163713","doi":"10.1186/s40814-018-0316-2","title":"Getting fit for hip and knee replacement: a protocol for the Fit-Joints pilot randomized controlled trial of a multi-modal intervention in frail patients with osteoarthritis","year":2018,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University; Impact; St. Peter's Hospital","funders":"","keywords":"Physical therapy; Randomized controlled trial; Medicine; Quality of life (healthcare); Osteoarthritis; Intervention (counseling); Joint replacement; Physical medicine and rehabilitation; Arthroplasty; Surgery; Alternative medicine","score_opus":0.14224705433417004,"score_gpt":0.39900616398825817,"score_spread":0.2567591096540881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883163713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62299275,0.00023513818,0.00026807174,0.0004900515,0.00010544569,0.37584475,0.000029217717,0.000017989498,0.000016577018],"genre_scores_gemma":[0.7063514,0.0000063626803,0.0009216183,0.000048908427,0.000095757656,0.29240066,0.0000042354477,0.000013708944,0.00015737435],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99800014,0.00022494578,0.00089608965,0.00041249924,0.00021917588,0.00024714088],"domain_scores_gemma":[0.99647737,0.0022278891,0.00040301407,0.00024931197,0.00059329136,0.000049123293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00256593,0.00022886158,0.0013592215,0.00007620428,0.00019607722,0.000021326934,0.00005031611,0.00003963754,0.000007745937],"category_scores_gemma":[0.0073854118,0.00012785044,0.00016648254,0.000073648065,0.00071954896,0.000085253,0.00008265028,0.00009607897,2.6314402e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9661427,0.0016158829,0.021482559,0.0010113252,0.00048044935,2.3405038e-7,0.00229772,1.7548788e-7,0.00002718267,0.000008629834,0.00007949135,0.0068536606],"study_design_scores_gemma":[0.9402474,0.03621018,0.020466868,0.00094059674,0.0002831589,9.959173e-7,0.0006871334,0.0006526604,0.00008173568,0.00025092237,0.000052516996,0.00012581119],"about_ca_topic_score_codex":0.000072218005,"about_ca_topic_score_gemma":0.0008877299,"teacher_disagreement_score":0.08344411,"about_ca_system_score_codex":0.000054544842,"about_ca_system_score_gemma":0.00003202068,"threshold_uncertainty_score":0.8841561},"labels":[],"label_agreement":null},{"id":"W2883179348","doi":"10.1097/sla.0000000000002967","title":"Frailty as a Predictor of Death or New Disability After Surgery","year":2018,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":273,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Ottawa Hospital; Dalhousie University; Montfort Hospital; University of Ottawa","funders":"Agency for Healthcare Research and Quality; National Institute on Drug Abuse; Ottawa Hospital Anesthesia Alternate Funds Association; University of Ottawa","keywords":"Medicine; Confidence interval; Frailty Index; Odds ratio; Prospective cohort study; Cohort study; Gerontology; Internal medicine; Physical therapy","score_opus":0.29620705783288126,"score_gpt":0.379939230192044,"score_spread":0.08373217235916275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883179348","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99289495,0.00048712833,0.000025960484,0.0043748515,0.00045785445,0.00026075248,0.000095982214,0.00006853013,0.0013340082],"genre_scores_gemma":[0.99473375,0.00023852766,0.00017853596,0.0014104861,0.00072930224,0.000018812518,0.000029401843,0.000037334114,0.0026238456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99754435,0.000090458045,0.0009412794,0.00037670258,0.0005959059,0.00045132815],"domain_scores_gemma":[0.9957971,0.0021472524,0.0002941489,0.00086900353,0.0005106796,0.0003818023],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008831723,0.00023593412,0.0009998695,0.00016207667,0.000026154148,0.00000792134,0.000108664215,0.00018133715,0.0037498695],"category_scores_gemma":[0.004306736,0.00018154722,0.000519774,0.00040067107,0.0005733866,0.00020060266,0.00007937688,0.00014484974,0.000104226834],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025952745,0.00047576445,0.821157,0.00045252286,0.00017296211,0.000053368083,0.00028239947,9.3770446e-8,0.00031832125,0.000014534286,0.16038385,0.014093912],"study_design_scores_gemma":[0.00030695577,0.00026389136,0.94517446,0.0010082216,0.00006824453,0.000041936346,0.00004339924,0.0000064099877,0.03553438,0.0006418852,0.016718768,0.00019145742],"about_ca_topic_score_codex":0.0008358503,"about_ca_topic_score_gemma":0.000070829665,"teacher_disagreement_score":0.14366508,"about_ca_system_score_codex":0.00002136547,"about_ca_system_score_gemma":0.0007279006,"threshold_uncertainty_score":0.99716085},"labels":[],"label_agreement":null},{"id":"W2883220615","doi":"10.1016/j.jvoice.2018.06.001","title":"Frailty Syndrome, Cognition, and Dysphonia in the Elderly","year":2018,"lang":"en","type":"article","venue":"Journal of Voice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Arizona","keywords":"Audiology; Cognition; Montreal Cognitive Assessment; Analysis of variance; Slowness; Gerontology; Psychology; Medicine; Cognitive decline; Cognitive impairment; Dementia; Internal medicine; Disease; Psychiatry","score_opus":0.024790028268088765,"score_gpt":0.3005715973606829,"score_spread":0.2757815690925941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883220615","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98687637,0.0004195104,0.00010225268,0.008780793,0.0002092967,0.000112866146,0.000002416093,0.0000049364185,0.0034915672],"genre_scores_gemma":[0.9969651,0.00006538084,0.0008143476,0.0014829095,0.00032063146,0.0000011667761,8.1229757e-7,0.000007872907,0.000341784],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991427,0.000054734326,0.00030310158,0.00007246936,0.0002975461,0.00012944193],"domain_scores_gemma":[0.99921155,0.00017251688,0.00015066483,0.00012599537,0.00026422043,0.00007506742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048614066,0.000073577394,0.00018064308,0.000100579215,0.000044484583,0.00002383911,0.000104516665,0.000054754324,0.00010242791],"category_scores_gemma":[0.00039882015,0.000045515986,0.000038093225,0.00018536708,0.0001199405,0.0001295097,0.00001380966,0.0003226385,0.000053201456],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031360795,0.0031960327,0.166389,0.0008996075,0.0012413927,0.013950246,0.039807227,0.0000050432336,0.059844263,0.00048319966,0.4554183,0.25562963],"study_design_scores_gemma":[0.0057924404,0.0069505265,0.88028634,0.00097543537,0.0002596817,0.038188506,0.0015938458,0.000037671703,0.001914161,0.0017019787,0.06214171,0.00015770647],"about_ca_topic_score_codex":0.000024422445,"about_ca_topic_score_gemma":0.00008853266,"teacher_disagreement_score":0.71389735,"about_ca_system_score_codex":0.000022907037,"about_ca_system_score_gemma":0.00006878808,"threshold_uncertainty_score":0.1856088},"labels":[],"label_agreement":null},{"id":"W2883622310","doi":"10.1371/journal.pone.0197859","title":"Index or illusion: The case of frailty indices in the Health and Retirement Study","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Centre Hospitalier de l’Université de Montréal","funders":"National Institute on Aging; Fonds de Recherche du Québec - Santé; University of Michigan","keywords":"Interpretability; Predictive power; Statistics; Index (typography); Econometrics; Frailty Index; Regression analysis; Medicine; Gerontology; Regression; Mathematics; Demography; Computer science; Artificial intelligence","score_opus":0.14186694627447838,"score_gpt":0.35172705814766736,"score_spread":0.20986011187318898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883622310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853012,0.00026495275,0.0000016011836,0.012523973,0.000024147324,0.0014012813,0.0000057997972,0.00001246944,0.000464564],"genre_scores_gemma":[0.9971744,0.00006179656,0.00012833554,0.0022145761,0.00013992768,0.000038523845,0.000002070158,0.000008832579,0.00023153947],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884665,0.00017334677,0.00027027854,0.00016600585,0.00038505316,0.00015867503],"domain_scores_gemma":[0.99912035,0.00018733394,0.00010933994,0.0004392155,0.000076160584,0.00006760091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007244647,0.00008834774,0.00024365852,0.000056576962,0.00012014671,0.00000992974,0.00012119042,0.00003334078,0.00012305613],"category_scores_gemma":[0.00031738446,0.00004097709,0.00001279712,0.00024392348,0.00019708258,0.000032306,0.000094014824,0.00019779356,0.0000068544837],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018914886,0.02206565,0.6145098,0.0010911401,0.0006020254,0.0016696947,0.32443607,1.8370001e-7,0.00057999935,0.00008209515,0.0039415895,0.029130243],"study_design_scores_gemma":[0.010242843,0.03195524,0.80952233,0.002159157,0.000359352,0.0006528656,0.14169662,0.0006468268,0.0013700905,0.0001895138,0.0009314248,0.00027371978],"about_ca_topic_score_codex":0.0014826505,"about_ca_topic_score_gemma":0.0073807,"teacher_disagreement_score":0.19501251,"about_ca_system_score_codex":0.00003557908,"about_ca_system_score_gemma":0.00009915516,"threshold_uncertainty_score":0.4118604},"labels":[],"label_agreement":null},{"id":"W2883826769","doi":"10.1111/jnu.12414","title":"The Relationships Between the Geriatric Practice Environment, Nursing Practice, and the Quality of Hospitalized Older Adults’ Care","year":2018,"lang":"en","type":"article","venue":"Journal of Nursing Scholarship","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University; York University","funders":"Ontario Ministry of Health and Long-Term Care; York University","keywords":"Medicine; Nursing; Geriatrics; Geriatric care; Gerontological nursing; Clinical Practice; Quality (philosophy); Family medicine; Cross-sectional study; Psychiatry","score_opus":0.05118907136466122,"score_gpt":0.3808229111637308,"score_spread":0.3296338397990696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883826769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85900927,0.018983401,0.0006275073,0.115048364,0.00081303605,0.00095354946,0.0000069093553,0.000016684078,0.0045412933],"genre_scores_gemma":[0.99458045,0.00059012783,0.0033247476,0.00029819526,0.0010895894,0.000003056845,0.0000025877346,0.000032005468,0.00007926614],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9941454,0.0030823126,0.0011116577,0.00020662152,0.0011475369,0.00030645807],"domain_scores_gemma":[0.9873687,0.008519677,0.0022233175,0.0006520172,0.0010729802,0.00016330778],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009426594,0.00020249873,0.00044608852,0.00010409519,0.0010424271,0.00018712052,0.0003840873,0.00017276205,0.000010972051],"category_scores_gemma":[0.0249042,0.00010101504,0.00020404052,0.0003352159,0.0015686335,0.0009922625,0.000031933378,0.0018726962,0.000008621898],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.033045802,0.001934966,0.274881,0.00036106975,0.0022732602,0.000059611455,0.2592034,0.000019719037,0.0005440051,0.00621585,0.0072715557,0.41418976],"study_design_scores_gemma":[0.008088508,0.00070153427,0.9374018,0.0024176708,0.0020805337,0.0008845585,0.040235266,0.00001340034,0.00019623007,0.002430692,0.005389781,0.00016005791],"about_ca_topic_score_codex":0.000017173646,"about_ca_topic_score_gemma":0.0000012582547,"teacher_disagreement_score":0.66252077,"about_ca_system_score_codex":0.00034984556,"about_ca_system_score_gemma":0.00017992927,"threshold_uncertainty_score":0.98330945},"labels":[],"label_agreement":null},{"id":"W2883873735","doi":"10.1161/jaha.118.009882","title":"Association of Frailty and Long‐Term Survival in Patients Undergoing Coronary Artery Bypass Grafting","year":2018,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; University of Ottawa","funders":"Ontario Ministry of Health and Long-Term Care; CorHealth Ontario; University of Ottawa; Canada Research Chairs; Heart and Stroke Foundation of Canada","keywords":"Medicine; Bypass grafting; Artery; Internal medicine; Cardiology; Surgery","score_opus":0.015478681253818398,"score_gpt":0.27982590647933303,"score_spread":0.2643472252255146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883873735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957477,0.000023394548,0.000020283665,0.0034306236,0.00051432365,0.00015428888,0.000005701616,0.000006557689,0.00009714829],"genre_scores_gemma":[0.9986723,0.00003361688,0.00024993287,0.00043815808,0.00029647903,8.323821e-7,0.0000020790062,0.000014356458,0.00029221384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979963,0.00033497188,0.0005890594,0.00010478009,0.0007581119,0.00021679237],"domain_scores_gemma":[0.99697953,0.0006884208,0.0015959624,0.00012766874,0.0005447158,0.00006367319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012325941,0.00010088657,0.00050816825,0.00012850831,0.00006728148,0.00001745198,0.00008262602,0.00006772044,0.0000096243775],"category_scores_gemma":[0.0026281888,0.00008093984,0.00013419434,0.000324931,0.0000638774,0.00018816997,0.000048976523,0.00030666456,0.0000031322172],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016403441,0.00013287555,0.99457645,0.00001588798,0.00020733809,0.0000016799211,0.00050502346,0.000003040099,0.0010938133,8.162441e-7,0.0012063617,0.0020926974],"study_design_scores_gemma":[0.0022586598,0.0008755188,0.9958027,0.0002317225,0.00012079863,0.000013657578,0.00012728815,0.000040374176,0.0003623802,0.00004064359,0.000057763198,0.00006848694],"about_ca_topic_score_codex":0.000050751172,"about_ca_topic_score_gemma":0.0002686537,"teacher_disagreement_score":0.0029924656,"about_ca_system_score_codex":0.0011552441,"about_ca_system_score_gemma":0.00012894308,"threshold_uncertainty_score":0.33006307},"labels":[],"label_agreement":null},{"id":"W2884189910","doi":"10.1016/j.spinee.2018.07.008","title":"The impact of frailty and sarcopenia on postoperative outcomes in adult spine surgery. A systematic review of the literature","year":2018,"lang":"en","type":"review","venue":"The Spine Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":106,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Vancouver Spine Surgery Institute; University of British Columbia","funders":"","keywords":"Sarcopenia; Medicine; MEDLINE; Systematic review; Population; Physical therapy; Intensive care medicine; Gerontology; Surgery; Internal medicine","score_opus":0.036449652478860464,"score_gpt":0.37554872064711264,"score_spread":0.3390990681682522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884189910","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00068417384,0.99115646,9.406112e-7,0.0040995874,0.00029686544,0.003525159,0.00006926923,0.0000056572917,0.00016191574],"genre_scores_gemma":[0.00029687022,0.9971027,0.000030095523,0.00048325784,0.00020316982,0.000050193386,0.000012261649,0.00005176019,0.0017697251],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9947524,0.0015383523,0.0023720362,0.00023790669,0.00075306,0.0003462629],"domain_scores_gemma":[0.99492913,0.0003878426,0.002500066,0.0012733304,0.0007831103,0.00012651573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031661545,0.00059511897,0.0046968716,0.00019974163,0.00017653202,0.000071935836,0.00072963326,0.0002023147,0.00005691038],"category_scores_gemma":[0.007869971,0.00017449354,0.0017222884,0.0008061913,0.00033333874,0.00007987906,0.00016182172,0.0016987381,0.000009782249],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023011395,0.00017078042,0.000042665022,0.96479297,0.0016497565,0.00004326748,0.0007337211,2.9138516e-7,0.000004577799,0.000046581285,0.012782927,0.019709446],"study_design_scores_gemma":[0.00046967782,0.0004701902,0.0026146134,0.9883019,0.0017552607,0.0028197272,0.000033709086,0.0000028692737,0.0000028357329,0.000018644605,0.0033433302,0.0001672598],"about_ca_topic_score_codex":0.000033591576,"about_ca_topic_score_gemma":0.000027065438,"teacher_disagreement_score":0.023508906,"about_ca_system_score_codex":0.00023567563,"about_ca_system_score_gemma":0.00076034927,"threshold_uncertainty_score":0.94216585},"labels":[],"label_agreement":null},{"id":"W2884230034","doi":"10.1200/cci.18.00043","title":"Development of a Medicare Health Outcomes Survey Deficit-Accumulation Frailty Index and Its Application to Older Patients With Newly Diagnosed Multiple Myeloma","year":2018,"lang":"en","type":"article","venue":"JCO Clinical Cancer Informatics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Center for Research Resources; National Cancer Institute; National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality; National Institutes of Health","keywords":"Frailty Index; Gerontology; Medicine; Multiple myeloma; Index (typography); Internal medicine; Computer science","score_opus":0.09700198086141769,"score_gpt":0.4176223033124601,"score_spread":0.3206203224510424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884230034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837046,0.000032503795,0.013416748,0.00058857974,0.00018573529,0.0018470818,0.00012091565,0.000051060935,0.000052751122],"genre_scores_gemma":[0.9781393,0.00002676242,0.017578514,0.0037000384,0.00007267633,0.00013529527,0.0002971264,0.00002423305,0.000026061989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969193,0.00006332194,0.0017608094,0.00021559752,0.0007381451,0.00030283694],"domain_scores_gemma":[0.9968528,0.0006774408,0.00070687407,0.00036780522,0.00089853274,0.00049654045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085650483,0.00021739444,0.00064429344,0.000113899165,0.00010603101,0.000015009442,0.00014336017,0.00017658275,0.000040139286],"category_scores_gemma":[0.0022177952,0.00016275528,0.0000441914,0.00034423606,0.000111678746,0.00018465542,0.0001116991,0.00022556963,0.000026469183],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035894185,0.00016458966,0.8215916,0.00023020072,0.000058297355,1.2352524e-7,0.0047252746,0.000027138527,6.6051024e-7,0.0000032778491,0.00050933025,0.17233057],"study_design_scores_gemma":[0.0064520133,0.0005370138,0.9838124,0.0003836258,0.00002587399,4.1431488e-7,0.00027623953,0.0052177906,0.000045955272,0.0000015582599,0.0030685312,0.00017861112],"about_ca_topic_score_codex":0.00034046147,"about_ca_topic_score_gemma":0.0061465837,"teacher_disagreement_score":0.17215195,"about_ca_system_score_codex":0.00016566827,"about_ca_system_score_gemma":0.0007358937,"threshold_uncertainty_score":0.6636968},"labels":[],"label_agreement":null},{"id":"W2884281020","doi":"10.1016/j.jgo.2018.06.014","title":"Health status, emergency department visits, and oncologists' feedback: An analysis of secondary endpoints from a randomized phase II geriatric assessment trial","year":2018,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; McGill University; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Medicine; Randomized controlled trial; Context (archaeology); Emergency department; Family medicine; Psychological intervention; Health care; Clinical endpoint; Intervention (counseling); Descriptive statistics; Nursing; Internal medicine","score_opus":0.02135662108834181,"score_gpt":0.3954800311929228,"score_spread":0.374123410104581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884281020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865248,0.0033114133,0.0017924024,0.0029327602,0.0028669208,0.0016221629,0.00024997146,0.000023907129,0.00067563227],"genre_scores_gemma":[0.96759933,0.006293478,0.022833353,0.00040267312,0.002428887,0.000033340293,0.00019270652,0.00003485982,0.00018139656],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9930166,0.0017548184,0.0033814914,0.0004995054,0.0007321781,0.00061541796],"domain_scores_gemma":[0.9929536,0.0008933146,0.004052503,0.000489896,0.0007865023,0.000824204],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004026596,0.0003741043,0.004331556,0.0015406626,0.00019855065,0.000019532241,0.0002594986,0.00032724094,0.003165435],"category_scores_gemma":[0.00085512357,0.00029124698,0.00078125036,0.0013123171,0.0002705496,0.0002635499,0.00015775494,0.00060783053,0.0000045974516],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7868673,0.010746516,0.004091181,0.00011634869,0.010108883,0.00023675381,0.0031231754,0.000017272145,0.0015877491,0.000052938154,0.012847025,0.17020485],"study_design_scores_gemma":[0.842835,0.07807784,0.052329626,0.000036945617,0.011263242,0.00015417875,0.00058966153,0.0010072541,0.00013732226,0.00028530828,0.01298982,0.00029379444],"about_ca_topic_score_codex":0.0007000455,"about_ca_topic_score_gemma":0.0007354198,"teacher_disagreement_score":0.16991106,"about_ca_system_score_codex":0.001166048,"about_ca_system_score_gemma":0.0038984732,"threshold_uncertainty_score":0.999954},"labels":[],"label_agreement":null},{"id":"W2884732994","doi":"10.12968/jowc.2018.27.7.409","title":"Frailty syndrome and functional disability among older adults with and without diabetes and foot ulcers","year":2018,"lang":"en","type":"article","venue":"Journal of Wound Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Foot (prosody); Diabetic foot; Physical therapy; Activities of daily living; Internal medicine","score_opus":0.010283204470273389,"score_gpt":0.24483478558469324,"score_spread":0.23455158111441984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884732994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99743295,0.001207645,0.00002330887,0.0006861429,0.0001673401,0.00025046634,0.000011088948,0.000012572908,0.0002084764],"genre_scores_gemma":[0.9989204,0.000036289814,0.0004523329,0.00015469371,0.00028599522,0.0000039500073,0.0000043750106,0.000019731777,0.00012224623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988851,0.0000342055,0.0002723769,0.00022732698,0.00038218158,0.0001988227],"domain_scores_gemma":[0.9988796,0.00007734062,0.0001702587,0.00016090699,0.00041665632,0.00029524163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015799176,0.00017281652,0.00036329043,0.00006170449,0.00011545501,0.000053947624,0.00003945384,0.00009517572,0.00006846299],"category_scores_gemma":[0.000106738684,0.00011759036,0.000041336556,0.00008562347,0.00092185213,0.00025738694,0.000040797022,0.00029457253,9.067464e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036929973,0.000045093253,0.9907576,0.00033595698,0.00013932731,0.00002356243,0.0027354797,3.938498e-7,0.00007813893,0.0000028931727,0.000288052,0.005224192],"study_design_scores_gemma":[0.0038506063,0.0022350855,0.9859458,0.0009964403,0.0002150385,0.0014010114,0.0047482755,0.000024385025,0.0001460527,0.000041310992,0.00025849685,0.00013749332],"about_ca_topic_score_codex":0.000026722975,"about_ca_topic_score_gemma":0.00020816321,"teacher_disagreement_score":0.0050866986,"about_ca_system_score_codex":0.000089292975,"about_ca_system_score_gemma":0.000064101434,"threshold_uncertainty_score":0.47951958},"labels":[],"label_agreement":null},{"id":"W2884929390","doi":"10.1016/j.jamda.2018.06.001","title":"Knowledge of a Diabetes Risk Score Does Not Alter Diabetes Screening Practice in a Seniors Population: A Randomized Controlled Trial","year":2018,"lang":"en","type":"letter","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Scopus; Diabetes mellitus; Gerontology; Randomized controlled trial; Population; MEDLINE; Family medicine; Internal medicine; Environmental health; Endocrinology","score_opus":0.00928282957299012,"score_gpt":0.29497327350426145,"score_spread":0.2856904439312713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884929390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.718189,0.0003731739,0.000017041973,0.2762278,0.00281673,0.0021972514,0.000031688938,0.000021745876,0.00012555253],"genre_scores_gemma":[0.8281666,0.0007624514,0.0013520138,0.1412257,0.026310159,0.00023349831,0.000069832095,0.00016649393,0.001713242],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98501074,0.0075727715,0.003216276,0.0003489666,0.003255563,0.00059568806],"domain_scores_gemma":[0.95227593,0.029003479,0.016689485,0.00042718012,0.001376425,0.00022749766],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.013189742,0.00048385587,0.0057859477,0.0006598404,0.00009629655,0.00005288461,0.00052536814,0.00073258305,0.00012517805],"category_scores_gemma":[0.2351712,0.00025070456,0.0020815108,0.00074321986,0.000540246,0.00022348658,0.00011762258,0.0039615193,0.0000042780994],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5052229,0.0009012097,0.18829492,0.000319846,0.009572859,0.000063817904,0.0018479496,0.000007085334,0.00015133146,8.163409e-7,0.2815321,0.012085138],"study_design_scores_gemma":[0.9506098,0.0011737956,0.025604213,0.004739905,0.0070661423,0.000011975877,0.00009671891,0.0011826558,0.00023823541,0.0000945312,0.008760067,0.00042193622],"about_ca_topic_score_codex":0.0007019481,"about_ca_topic_score_gemma":0.000070580434,"teacher_disagreement_score":0.44538692,"about_ca_system_score_codex":0.0008936285,"about_ca_system_score_gemma":0.00063914404,"threshold_uncertainty_score":0.9999945},"labels":[],"label_agreement":null},{"id":"W2884931311","doi":"10.1016/j.cger.2018.04.003","title":"Older Adults in the Emergency Department with Frailty","year":2018,"lang":"en","type":"review","venue":"Clinics in Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Emergency department; Frailty Index; Gerontology; Vulnerability (computing); Geriatrics; Medical emergency; Psychiatry","score_opus":0.07067405808144363,"score_gpt":0.40120431955870095,"score_spread":0.33053026147725734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884931311","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006885336,0.98574257,0.000029436771,0.0012511401,0.0024449425,0.0054255617,0.00003200223,0.000061258375,0.0043245377],"genre_scores_gemma":[0.00025632215,0.9921371,0.0003982676,0.00061257277,0.0036065609,0.00078356307,0.0005752627,0.00013860941,0.00149177],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9927975,0.0006111718,0.0032616963,0.0012643525,0.0012222009,0.0008430783],"domain_scores_gemma":[0.9949184,0.0013826353,0.0010856874,0.0021043527,0.00022993736,0.000278962],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030623632,0.0009530008,0.003760955,0.000861427,0.0000678072,0.00001026469,0.00093377306,0.0008147484,0.0013316516],"category_scores_gemma":[0.0020438686,0.0004892427,0.00039651323,0.0029332319,0.0003866349,0.00006233388,0.00014193937,0.0019992837,0.00028193978],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027521234,0.0010504633,0.001829942,0.02882886,0.0002480507,0.0011032387,0.0025516667,2.2176583e-7,7.0482167e-9,0.000056328823,0.07584487,0.88821113],"study_design_scores_gemma":[0.0059253387,0.00193771,0.002793497,0.055393398,0.0017151395,0.00042771315,0.00040985842,0.000012404512,3.6373972e-8,0.000072705516,0.93079114,0.0005210618],"about_ca_topic_score_codex":0.00012253749,"about_ca_topic_score_gemma":0.00044347197,"teacher_disagreement_score":0.88769007,"about_ca_system_score_codex":0.00033424102,"about_ca_system_score_gemma":0.00075680396,"threshold_uncertainty_score":0.9997559},"labels":[],"label_agreement":null},{"id":"W2884998046","doi":"","title":"Hospitalize Yaşlı Hastalarda Kırılganlığın ve Etkilerinin Değerlendirilmesi","year":2018,"lang":"tr","type":"dissertation","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hasta; Gynecology; Medicine","score_opus":0.015420736411978523,"score_gpt":0.2951369698221072,"score_spread":0.2797162334101287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2884998046","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5765112,0.0035402002,0.00045290779,0.0018288211,0.019226613,0.004314205,0.0005028829,0.0010954741,0.3925277],"genre_scores_gemma":[0.43028662,0.0012515675,0.008706714,0.0013331986,0.005616311,0.00035036245,0.009602254,0.0007235384,0.54212946],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99148625,0.00013931784,0.0019878328,0.0023102548,0.0021231456,0.0019531779],"domain_scores_gemma":[0.9940863,0.00029088906,0.0009598884,0.0019385697,0.0015994052,0.0011248988],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005882464,0.002038972,0.0023220999,0.0007268515,0.0004156185,0.0002879085,0.0010743799,0.0021524706,0.032582533],"category_scores_gemma":[0.0011309859,0.0018912421,0.00096707063,0.0008997449,0.00053435547,0.00046102656,0.0002335241,0.0016880325,0.022512259],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020099352,0.0017707522,0.00711211,0.0037382564,0.0029533366,0.0008335662,0.018835587,0.000002442346,0.003064532,0.00207312,0.918824,0.03878233],"study_design_scores_gemma":[0.01779008,0.0094478745,0.1443181,0.01129918,0.0047858325,0.00042499285,0.038387932,0.0009118155,0.048442032,0.0005702195,0.71710384,0.0065180766],"about_ca_topic_score_codex":0.00087876973,"about_ca_topic_score_gemma":0.0013146274,"teacher_disagreement_score":0.20172016,"about_ca_system_score_codex":0.0005519445,"about_ca_system_score_gemma":0.0010521624,"threshold_uncertainty_score":0.9992353},"labels":[],"label_agreement":null},{"id":"W2885575817","doi":"","title":"Frailty Is Independently Associated With Short-Term Outcomes for Elderly Patients With Non–ST-Segment Elevation Myocardial Infarction","year":2011,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Myocardial infarction; Logistic regression; Internal medicine; Coronary artery disease; Frailty Index; ST segment; Disease; Cardiology; Population","score_opus":0.041765671450329216,"score_gpt":0.2709220355879013,"score_spread":0.22915636413757207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2885575817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766025,0.000003621031,0.02040367,0.00016019985,0.00021601851,0.0020102677,0.000059116333,0.00010557432,0.00043902537],"genre_scores_gemma":[0.9970035,0.0000010722459,0.0008748148,0.00029968738,0.00007652978,0.00017935879,0.001390975,0.00005067765,0.00012339477],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983144,0.000028460508,0.00034243226,0.0003835403,0.0006512801,0.00027987896],"domain_scores_gemma":[0.99870795,0.000048046742,0.00021613276,0.0003165294,0.0006037244,0.00010760826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015072532,0.00023432911,0.00030848838,0.00015926977,0.00012418567,0.000028644514,0.00006540876,0.00019376776,0.00008474789],"category_scores_gemma":[0.00010581657,0.00018905029,0.00009126279,0.0002109742,0.00004233747,0.00036742567,0.000013670774,0.0001565913,0.000011699586],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033248708,0.00030964435,0.9874247,0.00003515037,0.0003740535,0.0000014943573,0.0011989112,0.000030057412,0.0002904961,0.000014334172,0.00016454583,0.009824154],"study_design_scores_gemma":[0.0055439994,0.00087790395,0.99176705,0.00014006309,0.00036645585,0.0000027182555,0.000055633813,0.00047751705,0.00038210492,0.000081159764,0.00006583464,0.00023956156],"about_ca_topic_score_codex":0.0000611213,"about_ca_topic_score_gemma":0.00007144474,"teacher_disagreement_score":0.020400984,"about_ca_system_score_codex":0.00034849765,"about_ca_system_score_gemma":0.00009084354,"threshold_uncertainty_score":0.7709247},"labels":[],"label_agreement":null},{"id":"W2886387787","doi":"10.32378/ijp.v3i1.80","title":"Paramedic assessment of frailty: An exploratory study of perceptions of frailty assessment tools","year":2018,"lang":"en","type":"article","venue":"Irish Journal of Paramedicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Likert scale; Referral; Medicine; Exploratory research; Qualitative property; Gerontology; Scale (ratio); Qualitative research; Psychology; Nursing","score_opus":0.12162679621246594,"score_gpt":0.44106451999080537,"score_spread":0.31943772377833946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886387787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894677,0.00027614788,0.005673538,0.001035251,0.00083426194,0.00089380465,0.000046689525,0.000022961223,0.0017496852],"genre_scores_gemma":[0.9887726,0.00018891855,0.009583271,0.000282572,0.0009617142,0.00001903964,0.000026029016,0.000052558895,0.00011331747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9934599,0.00045235135,0.002826659,0.00037374374,0.0024646078,0.00042276768],"domain_scores_gemma":[0.99273485,0.0005274795,0.0023833108,0.0010468141,0.0027326264,0.0005749472],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023492482,0.00038947977,0.0019846933,0.00067167793,0.00007640606,0.000014172908,0.0005535509,0.00022696654,0.001120874],"category_scores_gemma":[0.0009563214,0.00030315208,0.0002842395,0.000671568,0.0010571475,0.0004772373,0.000113154434,0.001008108,0.000005362363],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014425371,0.024567237,0.7296847,0.0010615636,0.0030226603,0.00059616636,0.030640105,0.00027956915,0.11047369,0.00010403458,0.04915839,0.04896933],"study_design_scores_gemma":[0.015111372,0.042308226,0.8856663,0.0025864267,0.0015706565,0.00042531118,0.04723588,0.00082766474,0.0028045622,0.00014464285,0.0010189208,0.00030003427],"about_ca_topic_score_codex":0.00011158263,"about_ca_topic_score_gemma":0.000080336744,"teacher_disagreement_score":0.15598159,"about_ca_system_score_codex":0.00022838305,"about_ca_system_score_gemma":0.0011451406,"threshold_uncertainty_score":0.99994206},"labels":[],"label_agreement":null},{"id":"W2886743483","doi":"10.1016/j.ccc.2018.06.007","title":"Frailty and the Association Between Long-Term Recovery After Intensive Care Unit Admission","year":2018,"lang":"en","type":"review","venue":"Critical Care Clinics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Canadian Frailty Network","keywords":"Medicine; Intensive care unit; Critical illness; Intensive care; Critically ill; Intensive care medicine; Epidemiology; MEDLINE; Severity of illness; Gerontology; Emergency medicine; Nursing; Internal medicine","score_opus":0.1215911885833444,"score_gpt":0.4465620486091448,"score_spread":0.3249708600258004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886743483","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00077335327,0.9937108,0.000026647653,0.0011262845,0.0014773641,0.0013917886,0.0006452398,0.000076749035,0.0007717862],"genre_scores_gemma":[0.003400076,0.9891947,0.00010961135,0.0020152312,0.002632338,0.0001286965,0.0013941565,0.00011737553,0.0010078211],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964081,0.00062568125,0.0011386279,0.0007406946,0.0005942558,0.00049265736],"domain_scores_gemma":[0.98681,0.0075452225,0.00029917213,0.0008744603,0.004026876,0.00044423548],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00054693304,0.00053978915,0.0023870887,0.00011363743,0.00015119356,0.000109427034,0.00026010012,0.0015016166,0.00016155865],"category_scores_gemma":[0.037904777,0.00034751018,0.0008521549,0.00021760352,0.0006070385,0.000090919115,0.00035734955,0.0017577998,0.00023509465],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001867464,0.000017589977,0.0145360045,0.045453053,0.00033793488,0.00012687528,0.0010801011,2.1987043e-9,4.487244e-9,0.000026,0.0021971946,0.9360385],"study_design_scores_gemma":[0.001972285,0.0008554701,0.007775977,0.05177448,0.012657478,0.0000619829,0.0014949578,5.430539e-7,6.0836373e-7,0.00015472146,0.9226975,0.000554005],"about_ca_topic_score_codex":0.0000067389615,"about_ca_topic_score_gemma":0.000025009587,"teacher_disagreement_score":0.93548447,"about_ca_system_score_codex":0.0005554501,"about_ca_system_score_gemma":0.0006423532,"threshold_uncertainty_score":0.9998977},"labels":[],"label_agreement":null},{"id":"W2886780381","doi":"10.11606/s1518-8787.2018052000497","title":"Factors associated with frailty in older adults","year":2018,"lang":"en","type":"article","venue":"Revista de Saúde Pública","topic":"Frailty in Older Adults","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Gerontology; Marital status; Medicine; Descriptive statistics; Activities of daily living; Generalized estimating equation; Wilcoxon signed-rank test; Gee; Scale (ratio); Demography; Population; Environmental health; Physical therapy; Statistics","score_opus":0.033622175069663654,"score_gpt":0.2944696768622917,"score_spread":0.26084750179262806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2886780381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886539,0.00024466412,0.000114363545,0.0016487893,0.000052842737,0.0006671737,0.00002971246,0.00019359293,0.008394955],"genre_scores_gemma":[0.99690837,0.000014783732,0.00024702708,0.0008034254,0.000174595,0.00002850293,0.000107702224,0.000061143226,0.0016544267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980859,0.00009758307,0.00037009985,0.00045408044,0.00039982004,0.0005925161],"domain_scores_gemma":[0.9985647,0.00018340276,0.00013901763,0.0005777438,0.00024923225,0.00028586804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002722044,0.00028228015,0.00050708966,0.00020628657,0.000069249225,0.00005165347,0.0001894449,0.0002029123,0.00086437544],"category_scores_gemma":[0.0011898904,0.0002117935,0.000093993,0.0007789613,0.00019801375,0.00010648456,0.000049690065,0.00039356586,0.0001029482],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045745244,0.00085769634,0.9562681,0.0002930857,0.00021817039,0.0001200265,0.0032565813,7.4492107e-7,0.0008225634,0.00052761147,0.025063751,0.012114258],"study_design_scores_gemma":[0.0037377514,0.000548752,0.9559654,0.0022078522,0.000075278665,0.000017830302,0.00015463901,0.00017801805,0.0010912557,0.000016632293,0.03571025,0.00029635144],"about_ca_topic_score_codex":0.00010734584,"about_ca_topic_score_gemma":0.0002552101,"teacher_disagreement_score":0.011817906,"about_ca_system_score_codex":0.00037018975,"about_ca_system_score_gemma":0.0002001803,"threshold_uncertainty_score":0.94643044},"labels":[],"label_agreement":null},{"id":"W2888137912","doi":"10.1111/opn.12201","title":"World Class Excellence in an International Gerontological Nursing Journal: Announcing Our 2017 <scp>IJOPN</scp> Author and Reviewer Awards","year":2018,"lang":"en","type":"editorial","venue":"International Journal of Older People Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Excellence; Credibility; Publishing; Library science; Political science; Psychology; Sociology; Public relations; Media studies; Law","score_opus":0.04088554325993614,"score_gpt":0.3932764883056582,"score_spread":0.35239094504572205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888137912","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03000017,0.0060768453,0.0028149686,0.012717824,0.9445083,0.00047650508,0.0000975644,0.00005522856,0.0032525975],"genre_scores_gemma":[0.106872894,0.004751213,0.007840022,0.00038626537,0.87531215,0.0000116798965,0.0002261421,0.00018753974,0.004412113],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910375,0.0004282192,0.0024778026,0.00081118324,0.004455347,0.0007899319],"domain_scores_gemma":[0.98724395,0.0009522544,0.0027048916,0.00046940317,0.007918184,0.00071133825],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0028618958,0.0007591766,0.0015939949,0.002052601,0.00020576517,0.00081943313,0.0016388852,0.00091873464,0.00009127828],"category_scores_gemma":[0.009205515,0.000679391,0.0004967519,0.000370565,0.00030397996,0.0016838087,0.00013288726,0.004080342,0.00002036776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035987693,0.00087675516,0.0045199813,0.0001083942,0.0003981686,0.0013496283,0.008834847,0.00002688793,0.00018978344,0.000018171862,0.95457715,0.028740346],"study_design_scores_gemma":[0.008500245,0.0016104105,0.047753967,0.07511357,0.0008293658,0.011041581,0.0048748143,0.0013831984,0.000112914335,0.0011137052,0.8469804,0.00068584696],"about_ca_topic_score_codex":0.00003513221,"about_ca_topic_score_gemma":0.00021631956,"teacher_disagreement_score":0.107596785,"about_ca_system_score_codex":0.0036032465,"about_ca_system_score_gemma":0.0015679618,"threshold_uncertainty_score":0.9995657},"labels":[],"label_agreement":null},{"id":"W2888369003","doi":"10.1007/s40520-018-1023-9","title":"Application of an electronic Frailty Index in Australian primary care: data quality and feasibility assessment","year":2018,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Stroke Network; University of Alberta","funders":"National Health and Medical Research Council; Canadian Institutes of Health Research","keywords":"Data extraction; Medicine; Primary care; Health records; Frailty Index; Index (typography); Data quality; Gerontology; Health care; Medical emergency; MEDLINE; Computer science; Family medicine; World Wide Web; Engineering; Operations management","score_opus":0.3648701232079948,"score_gpt":0.6085878846668744,"score_spread":0.24371776145887963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888369003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99680555,0.0004001827,0.00005597606,0.0013623395,0.000030701976,0.0006653261,0.000018535056,0.000017058443,0.00064432755],"genre_scores_gemma":[0.99855274,0.00006442227,0.000821874,0.00013033244,0.0001397786,0.000025088813,0.0001856002,0.00001103593,0.000069133035],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973011,0.00048154802,0.0005689006,0.00071489054,0.0005525891,0.000380976],"domain_scores_gemma":[0.99828213,0.00035383317,0.00006162854,0.0009230456,0.0001431078,0.00023627757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003924241,0.000104405655,0.00032798352,0.00007915584,0.000087275206,0.000024803376,0.0002483005,0.0001251331,0.00002309461],"category_scores_gemma":[0.00026651417,0.00009223757,0.000024201881,0.00020711284,0.001167793,0.00019321656,0.0005599694,0.0006655985,0.000003430831],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005407706,0.00087984646,0.94341916,0.000191513,0.000021053762,0.0000035350681,0.0005955329,8.775078e-8,0.014462797,0.00019315939,0.0000928567,0.039599713],"study_design_scores_gemma":[0.0025161698,0.0013490738,0.987818,0.00007938899,0.000006128176,0.000005420542,0.0013809137,0.00081721746,0.004812191,0.00039040655,0.00073342357,0.00009167462],"about_ca_topic_score_codex":0.002365281,"about_ca_topic_score_gemma":0.00049415673,"teacher_disagreement_score":0.044398855,"about_ca_system_score_codex":0.00019665423,"about_ca_system_score_gemma":0.0002932889,"threshold_uncertainty_score":0.43027818},"labels":[],"label_agreement":null},{"id":"W2888676316","doi":"10.1093/gerona/gly196","title":"Frailty Phenotype and Deficit Accumulation Frailty Index in Predicting Recovery After Transcatheter and Surgical Aortic Valve Replacement","year":2018,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; National Institutes of Health; Harvard Catalyst; Harvard University; National Center for Research Resources; Atlantic Philanthropies; National Institute on Aging; Hartford Foundation for Public Giving; John A. Hartford Foundation","keywords":"Medicine; Valve replacement; Aortic valve replacement; Internal medicine; Cardiology; Cohort; Single Center; Surgery; Stenosis","score_opus":0.0623271155777246,"score_gpt":0.34365831627542537,"score_spread":0.2813312006977008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888676316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99183834,0.002946521,0.00024282353,0.0040187514,0.00014949517,0.00034109657,0.0000071809395,0.000018554592,0.00043724358],"genre_scores_gemma":[0.99841195,0.0005388205,0.00039555965,0.00025116492,0.00016229047,0.000016862728,0.0000024319133,0.000018100012,0.00020281204],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846685,0.00017473032,0.0005846426,0.0002481239,0.00022184828,0.00030381227],"domain_scores_gemma":[0.9989922,0.00026260767,0.00022548225,0.0002943394,0.00013054095,0.000094825315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007399216,0.00017641431,0.00044516617,0.000113988695,0.000090715796,0.000021977467,0.00008275631,0.00018805561,0.00030956],"category_scores_gemma":[0.00023027329,0.00012305827,0.000099099896,0.00010578339,0.00046689465,0.00026561963,0.000063591375,0.00033986007,0.0000027800306],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010131978,0.00012574997,0.96144164,0.00012445108,0.0003311587,0.000015209579,0.007493891,0.000012520784,0.0008961189,0.000029735982,0.000084466796,0.019313108],"study_design_scores_gemma":[0.0023521017,0.0016066144,0.991452,0.00033370743,0.00017501545,0.00079195126,0.00069081114,0.000545145,0.0003430081,0.0010488622,0.00053232646,0.0001284691],"about_ca_topic_score_codex":0.00019161,"about_ca_topic_score_gemma":0.001326597,"teacher_disagreement_score":0.030010376,"about_ca_system_score_codex":0.000046434077,"about_ca_system_score_gemma":0.000045723416,"threshold_uncertainty_score":0.50181705},"labels":[],"label_agreement":null},{"id":"W2889484102","doi":"10.1093/gerona/gly197","title":"Validation of a Claims-Based Frailty Index Against Physical Performance and Adverse Health Outcomes in the Health and Retirement Study","year":2018,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":266,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie University; Dalhousie Medical Research Foundation; Atlantic Philanthropies; National Institute on Aging; Hartford Foundation for Public Giving; Canadian Institutes of Health Research; American Federation for Aging Research; John A. Hartford Foundation","keywords":"Medicine; Grip strength; Activities of daily living; Cohort study; Gerontology; Institutionalisation; Cohort; Odds; Preferred walking speed; Physical therapy; Logistic regression; Internal medicine","score_opus":0.08036633755996994,"score_gpt":0.38909629838629434,"score_spread":0.3087299608263244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889484102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9613848,0.00038873655,0.000020145371,0.03732767,0.000053719938,0.00074374623,0.0000047046433,0.000006466961,0.000070048285],"genre_scores_gemma":[0.997591,0.00031503427,0.00012410908,0.0018672551,0.000047003992,0.000012767347,0.000001909914,0.000007479414,0.00003339279],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984285,0.00043258714,0.0005101727,0.00013850232,0.00026695064,0.00022329041],"domain_scores_gemma":[0.9988553,0.00016795062,0.0004684708,0.00031583098,0.000114348935,0.00007811882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013501351,0.00012630009,0.0005542426,0.000082828075,0.00014751374,0.000005743455,0.00012718716,0.000039003957,0.0000115497905],"category_scores_gemma":[0.00012443571,0.00006882969,0.00003495794,0.00011726595,0.0005245882,0.000110108,0.0000430974,0.00024844657,4.79193e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014098217,0.0007170917,0.93664396,0.00023669413,0.000100333535,0.0000027181043,0.047234252,0.000012125033,0.00014762738,0.000028078275,0.00035675848,0.013110524],"study_design_scores_gemma":[0.0027924068,0.008405055,0.97232264,0.00023015951,0.000026918426,0.000038066522,0.015329855,0.00035686188,0.00022808928,0.00007496301,0.00013722062,0.00005774145],"about_ca_topic_score_codex":0.00028120895,"about_ca_topic_score_gemma":0.0010268171,"teacher_disagreement_score":0.036206286,"about_ca_system_score_codex":0.000051788335,"about_ca_system_score_gemma":0.00020126824,"threshold_uncertainty_score":0.28067935},"labels":[],"label_agreement":null},{"id":"W2889569100","doi":"10.1161/jaha.118.009859","title":"Frailty and Outcomes After Myocardial Infarction: Insights From the CONCORDANCE Registry","year":2018,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":88,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital; University of Toronto; University Health Network; Canadian VIGOUR Centre; University of Alberta; St. Michael's Hospital","funders":"Merck Sharp and Dohme","keywords":"Medicine; Internal medicine; Myocardial infarction; Confidence interval; Odds ratio; Concordance; Cardiology; Revascularization","score_opus":0.01253118321462932,"score_gpt":0.2832533187479593,"score_spread":0.27072213553332997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889569100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95233965,0.00018201998,0.000026551701,0.046251334,0.00088562776,0.000109830056,0.000008540743,0.000008654126,0.00018776416],"genre_scores_gemma":[0.9858181,0.00005242312,0.00042587475,0.0111997,0.001896918,0.0000028275356,6.0759635e-7,0.000010217787,0.0005933395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874455,0.00021467546,0.00031226166,0.00009616567,0.00050878193,0.00012358507],"domain_scores_gemma":[0.9981762,0.000533732,0.0006380481,0.0002574773,0.00032769516,0.0000668114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002942985,0.000094362185,0.0003886529,0.000025983085,0.00012610924,0.00003655727,0.00010867683,0.00004522747,0.000021497988],"category_scores_gemma":[0.0014048491,0.00005000263,0.00018851481,0.00018268377,0.00024099858,0.00012417021,0.0000474777,0.00034519628,0.000014813228],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014642885,0.000018439032,0.9665514,0.000001413033,0.00021261972,0.000002034411,0.00068829936,5.9573927e-7,0.0006866218,0.0000027727704,0.030352915,0.001336453],"study_design_scores_gemma":[0.0006316594,0.0002014005,0.94278646,0.000062449784,0.00013690657,0.000043933225,0.00022890144,0.000015595482,0.00019836111,0.0002039811,0.055437442,0.000052906824],"about_ca_topic_score_codex":0.0003572186,"about_ca_topic_score_gemma":0.000119770935,"teacher_disagreement_score":0.035051636,"about_ca_system_score_codex":0.0002762974,"about_ca_system_score_gemma":0.00010782055,"threshold_uncertainty_score":0.20390481},"labels":[],"label_agreement":null},{"id":"W2889791518","doi":"10.1111/hsc.12678","title":"The relationship between frailty, functional dependence, and healthcare needs among community‐dwelling people with moderate to severe dementia","year":2018,"lang":"en","type":"article","venue":"Health & Social Care in the Community","topic":"Frailty in Older Adults","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Activities of daily living; Gerontology; Medicine; Clinical Dementia Rating; Health care; Independent living; Toilet; Severe dementia; Toileting; Psychiatry; Disease","score_opus":0.11837332543733191,"score_gpt":0.35957343040094436,"score_spread":0.24120010496361244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889791518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9637293,0.00064849143,0.00037442928,0.032877926,0.00012643333,0.0011743506,0.000050979266,0.00007036472,0.0009476955],"genre_scores_gemma":[0.99419177,0.000033464785,0.00027577922,0.0047615655,0.00034329726,0.00010182397,0.00019421251,0.00003472287,0.00006335611],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9929253,0.0053430605,0.0004711902,0.00014049321,0.00057475426,0.00054518896],"domain_scores_gemma":[0.9945789,0.0036976812,0.00019234487,0.0008301083,0.00046705242,0.00023394357],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003755384,0.00022944101,0.00037779924,0.00013091396,0.009750504,0.000112379494,0.0005113666,0.00018307248,0.000009015267],"category_scores_gemma":[0.00051114976,0.00016105574,0.000052168325,0.0008721323,0.00044252508,0.00013819264,0.00028956533,0.0035532468,0.0000109548855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029423935,0.00005128785,0.8203069,0.0002660727,0.000035247336,9.152234e-7,0.17380516,0.000015224513,2.3746107e-7,0.00060403865,0.0011462875,0.0034744067],"study_design_scores_gemma":[0.0008975675,0.0008276856,0.87715083,0.00029116118,0.000044367025,0.000022140222,0.117770724,0.0000253253,0.0000025599693,0.0022378222,0.0005900697,0.00013972752],"about_ca_topic_score_codex":0.03714869,"about_ca_topic_score_gemma":0.33557138,"teacher_disagreement_score":0.2984227,"about_ca_system_score_codex":0.0004365998,"about_ca_system_score_gemma":0.00057219196,"threshold_uncertainty_score":0.9987456},"labels":[],"label_agreement":null},{"id":"W2889823387","doi":"10.1200/jco.2018.36.15_suppl.e22030","title":"The utility of a modified frailty index in predicting chemotherapy toxicity, response and survival for older patients (pts) with advanced pancreatic cancer receiving first-line palliative chemotherapy: A single institution experience.","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Winnipeg; CancerCare Manitoba; University of Manitoba","funders":"","keywords":"Medicine; FOLFIRINOX; Internal medicine; Gemcitabine; Irinotecan; Oxaliplatin; Chemotherapy; Pancreatic cancer; Performance status; Cancer; Oncology; Surgery; Colorectal cancer","score_opus":0.10637247261086996,"score_gpt":0.4403967638603683,"score_spread":0.33402429124949834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889823387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904495,0.00015770025,0.0033256758,0.004573944,0.00050087617,0.0008422862,0.000009198167,0.000008775063,0.00013204022],"genre_scores_gemma":[0.9964862,0.0006314512,0.0018027648,0.0006341438,0.00034032768,0.00004107353,0.0000010955024,0.000019519912,0.000043414864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99685186,0.00042117294,0.0017722453,0.0002716137,0.00040124997,0.0002818694],"domain_scores_gemma":[0.9915219,0.00538662,0.0017364853,0.00022118048,0.00096465676,0.00016917591],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0031876813,0.0001777777,0.0011029397,0.0000864595,0.000116907315,0.00001069469,0.00016418484,0.0002801433,0.00002927219],"category_scores_gemma":[0.009837026,0.00010897901,0.0001358137,0.00023369153,0.00087052037,0.0001736019,0.000038589547,0.00050714065,1.377296e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.080279656,0.0018194382,0.71637547,0.000060673177,0.00018676977,0.0000063583648,0.0043906774,0.00003615481,0.00035098597,0.0000030667384,0.000058425667,0.19643235],"study_design_scores_gemma":[0.026568817,0.015882557,0.9482501,0.0008788722,0.00006500616,0.000008509573,0.0005952942,0.004861607,0.001267396,0.00013566777,0.0013833862,0.00010279637],"about_ca_topic_score_codex":0.00009150388,"about_ca_topic_score_gemma":0.0017544944,"teacher_disagreement_score":0.23187464,"about_ca_system_score_codex":0.000250167,"about_ca_system_score_gemma":0.00082965574,"threshold_uncertainty_score":0.99850357},"labels":[],"label_agreement":null},{"id":"W2890037590","doi":"10.5770/cgj.21.311","title":"Feasibility of Implementing an Exercise Program in a Geriatric Assessment Unit: the SPRINT Program","year":2018,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre de réadaptation Lethbridge-Layton-Mackay","funders":"","keywords":"Medicine; Sprint; Retraining; Physical therapy; Context (archaeology); Intervention (counseling); Health professionals; Nursing; Health care","score_opus":0.04790162129302763,"score_gpt":0.37306568815182956,"score_spread":0.32516406685880195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890037590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910758,0.0002473668,0.00006797387,0.0019467262,0.0005160262,0.0027729867,0.000025376088,0.00005184663,0.0032958977],"genre_scores_gemma":[0.98218966,0.00009044124,0.016581427,0.0001245786,0.00075982435,0.00008638409,0.000017571008,0.00003739889,0.000112721435],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971317,0.0001819279,0.00087130064,0.00032795282,0.0005092401,0.000977889],"domain_scores_gemma":[0.9971791,0.00004806774,0.00037297455,0.0006502431,0.0007156835,0.0010339405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022499065,0.00022946078,0.0004084845,0.0007089762,0.00032147215,0.0001730504,0.00043095075,0.00013625773,0.00032839636],"category_scores_gemma":[0.00026267063,0.00017727638,0.00015127612,0.0014873989,0.00019468961,0.00018652227,0.00007429442,0.00075826485,0.000007947036],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007738455,0.0006052864,0.4632385,0.00010398678,0.00004465295,0.00018630597,0.0009721109,0.0000056445147,0.00010042408,0.00014337055,0.001303709,0.5332186],"study_design_scores_gemma":[0.0027513572,0.0014968194,0.9623008,0.00014132103,0.00018075692,0.00042343442,0.0012512453,0.001486326,0.00010745875,0.00044498182,0.02914787,0.00026767267],"about_ca_topic_score_codex":0.020984545,"about_ca_topic_score_gemma":0.16083147,"teacher_disagreement_score":0.53295094,"about_ca_system_score_codex":0.0008703527,"about_ca_system_score_gemma":0.0041976264,"threshold_uncertainty_score":0.9855348},"labels":[],"label_agreement":null},{"id":"W2890082117","doi":"10.1186/s12877-018-0890-4","title":"Nordic walking training and nutritional supplementation in pre-frail older Indians: an open-labelled experimental pre-test and post-test pilot study to develop intervention model","year":2018,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Ministry of Health and Family Welfare","keywords":"Medicine; McNemar's test; Test (biology); Geriatric Depression Scale; Physical therapy; Mood; Gerontology; Repeated measures design; Cognition; Clinical psychology; Psychiatry; Depressive symptoms","score_opus":0.05411318818802626,"score_gpt":0.3523242489408938,"score_spread":0.2982110607528676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890082117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943382,0.0001491832,0.0017536958,0.0002344915,0.00011971476,0.003209738,0.0000955361,0.000048417383,0.0000509856],"genre_scores_gemma":[0.9715016,0.000012598935,0.027149271,0.00022441795,0.00019079579,0.00032021117,0.00031171116,0.000045267127,0.00024411935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980239,0.000105059116,0.0005971078,0.0005933764,0.0003499562,0.00033058782],"domain_scores_gemma":[0.9989294,0.00021957463,0.00013553406,0.00022449538,0.00027167526,0.0002193557],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006319174,0.00024620633,0.0003306029,0.0003705233,0.00016880418,0.00018039448,0.00017923297,0.000058424386,0.000122076],"category_scores_gemma":[0.0006563997,0.00026494535,0.000015841713,0.000547644,0.00005877404,0.0005773721,0.00032106225,0.00014668795,0.000005950014],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023515853,0.020966424,0.7462632,0.00042088612,0.00007457718,0.000036034922,0.16857822,0.000037689526,0.049593765,0.000042721535,0.0009613826,0.010673511],"study_design_scores_gemma":[0.024417715,0.021209924,0.92672133,0.00038696866,0.00009645572,0.00008077988,0.017869506,0.0062549897,0.0024115755,0.000071172966,0.000029126057,0.00045042983],"about_ca_topic_score_codex":0.00049198954,"about_ca_topic_score_gemma":0.003820667,"teacher_disagreement_score":0.18045816,"about_ca_system_score_codex":0.00017362389,"about_ca_system_score_gemma":0.00020576254,"threshold_uncertainty_score":0.9999803},"labels":[],"label_agreement":null},{"id":"W2890094213","doi":"10.1200/jco.2017.35.15_suppl.10040","title":"Unmet supportive care needs of older adults with advanced cancer.","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Geriatric oncology; Depression (economics); Comorbidity; Cancer; Geriatric Depression Scale; Geriatrics; Gerontology; Internal medicine; Physical therapy; Psychiatry; Anxiety; Depressive symptoms","score_opus":0.06262196663165667,"score_gpt":0.4739512200986473,"score_spread":0.4113292534669907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890094213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9800272,0.00086221757,0.00007645201,0.010447783,0.0015466096,0.00031285346,0.000017732555,0.0000074710338,0.0067017027],"genre_scores_gemma":[0.99292827,0.0009137007,0.003737496,0.0008984713,0.00090650085,0.0000063225984,0.0000030139151,0.00002362675,0.0005825736],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99699396,0.00014470254,0.0019912443,0.00015550166,0.00045441088,0.0002601761],"domain_scores_gemma":[0.9919418,0.0008980417,0.004506113,0.000508185,0.0017248546,0.00042098376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086426333,0.00016244744,0.0017961585,0.00012448712,0.00006701946,0.000007796939,0.00038211193,0.00035326087,0.00025539572],"category_scores_gemma":[0.0043836813,0.000105236126,0.00038363703,0.00008279754,0.0006079297,0.0002121314,0.000076917175,0.0009854651,0.000006744957],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017026031,0.0010711368,0.3864358,0.00026600205,0.00064425025,0.00088220276,0.0035761755,0.000025015499,0.00010306358,0.000037232978,0.004322742,0.58561033],"study_design_scores_gemma":[0.029558828,0.030649718,0.91179335,0.0019626182,0.0006825406,0.00037852896,0.005517619,0.000016178901,0.0010869198,0.000037937538,0.018162,0.00015376827],"about_ca_topic_score_codex":0.00011014918,"about_ca_topic_score_gemma":0.00036529137,"teacher_disagreement_score":0.58545655,"about_ca_system_score_codex":0.00015134361,"about_ca_system_score_gemma":0.0023597789,"threshold_uncertainty_score":0.5247993},"labels":[],"label_agreement":null},{"id":"W2890951185","doi":"10.2196/10296","title":"Novel mHealth App to Deliver Geriatric Assessment-Driven Interventions for Older Adults With Cancer: Pilot Feasibility and Usability Study","year":2018,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Usability; mHealth; Psychological intervention; Mobile apps; Medicine; Computer science; Psychology; Gerontology; World Wide Web; Human–computer interaction; Nursing","score_opus":0.07174438746690277,"score_gpt":0.4257333911342641,"score_spread":0.35398900366736136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890951185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98294574,0.00032353256,0.003611925,0.0019746264,0.00040589203,0.010098529,0.00039908758,0.000110929366,0.00012976084],"genre_scores_gemma":[0.98762107,0.000049403174,0.0053432654,0.00057696516,0.00054564886,0.005048,0.000019911358,0.00004741526,0.00074834446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977451,0.000058774345,0.00047553403,0.00088692614,0.00037074674,0.00046293452],"domain_scores_gemma":[0.99800694,0.00009441634,0.00016975458,0.00063442066,0.0007199147,0.00037454226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032554346,0.00027718334,0.00052172446,0.00012938066,0.00020062199,0.000036260655,0.00015602956,0.000067127265,0.0005089604],"category_scores_gemma":[0.00006801617,0.0002221611,0.00010355474,0.00042703192,0.00017861865,0.00015551655,0.000115047944,0.00021265836,0.000007631811],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037312529,0.004897966,0.9290142,0.0021893224,0.00027032185,0.0000027188073,0.0042992895,0.000016590557,0.00034178304,0.00001303256,0.007034811,0.0481887],"study_design_scores_gemma":[0.011705658,0.007089039,0.977528,0.0010077071,0.00026994935,0.000007312201,0.0008545367,0.0004067587,0.000052147887,0.000006981349,0.0008258856,0.00024605653],"about_ca_topic_score_codex":0.005587726,"about_ca_topic_score_gemma":0.038728867,"teacher_disagreement_score":0.048513755,"about_ca_system_score_codex":0.00096453365,"about_ca_system_score_gemma":0.00038980975,"threshold_uncertainty_score":0.9788118},"labels":[],"label_agreement":null},{"id":"W2891009223","doi":"10.23889/ijpds.v5i1.1343","title":"Can Linked Electronic Medical Record and Administrative Data Help Us Identify Those Living with Frailty?","year":2020,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Manitoba; University of British Columbia","funders":"","keywords":"Demographics; Medicine; Medical record; Population; Electronic medical record; Health care; Health data; Gerontology; Demography; Medical emergency; Environmental health; Internal medicine","score_opus":0.16025938690696495,"score_gpt":0.4435024283304713,"score_spread":0.28324304142350637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891009223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8947057,0.0001584205,0.025472378,0.076392815,0.0013830939,0.0005983088,0.0010490314,0.00006939722,0.0001708445],"genre_scores_gemma":[0.9884551,0.00017307683,0.0074352454,0.0018199201,0.00093407964,0.0000043909386,0.0010507869,0.000015298732,0.00011206528],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99685633,0.000037221773,0.00043606944,0.0006300691,0.0017352292,0.00030505267],"domain_scores_gemma":[0.99793476,0.00024239467,0.0002814112,0.00054388464,0.0004982369,0.0004993016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012174429,0.0001378397,0.00018485126,0.00014810651,0.0002506376,0.0003624201,0.0021294921,0.00005756871,0.0001641715],"category_scores_gemma":[0.0072450303,0.000110132474,0.000021680242,0.0002902621,0.00024879805,0.0021231037,0.00078920636,0.0004557621,0.0000052669934],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000971581,0.00033498133,0.7929959,0.00009885639,0.00053666154,0.0003056692,0.0017368305,0.00005224582,0.0028809165,0.0035488938,0.016780486,0.17975694],"study_design_scores_gemma":[0.003089206,0.0013011857,0.7480406,0.0012356093,0.00015841004,0.003288586,0.000587718,0.21068037,0.00012558755,0.00084426417,0.03021595,0.00043249683],"about_ca_topic_score_codex":0.00023629102,"about_ca_topic_score_gemma":0.0012423693,"teacher_disagreement_score":0.21062812,"about_ca_system_score_codex":0.00016239,"about_ca_system_score_gemma":0.001303006,"threshold_uncertainty_score":0.8673501},"labels":[],"label_agreement":null},{"id":"W2891141753","doi":"10.1053/j.jvca.2018.08.116","title":"The Edmonton Frail Scale improves the prediction of 30-day mortality after cardiac surgery","year":2018,"lang":"en","type":"article","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiac surgery; Adverse effect; Frailty Index; Surgery; Intensive care medicine; Internal medicine","score_opus":0.01308946919877506,"score_gpt":0.2626466126102303,"score_spread":0.24955714341145524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891141753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9828321,0.014336067,0.00049085676,0.0014382262,0.00036364174,0.00028182642,0.000005758708,0.000013251576,0.00023832239],"genre_scores_gemma":[0.9954786,0.0026393663,0.00006681712,0.00015291042,0.0014879887,0.000010178783,0.000001822041,0.000024798883,0.00013753097],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977305,0.00044635456,0.0006336894,0.00016477035,0.0007849845,0.00023968091],"domain_scores_gemma":[0.9980422,0.00032705415,0.00034764982,0.0005587774,0.0005744933,0.00014978104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035598774,0.00018019209,0.0007021887,0.00007418463,0.000176049,0.000051498464,0.00013373829,0.0001362015,0.000015447988],"category_scores_gemma":[0.0002265442,0.000092989816,0.0009142841,0.00016675176,0.00047149413,0.0001698903,0.000025149768,0.0003032367,0.0000036805466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000523978,0.0001351779,0.8107951,0.00034047037,0.0034232463,0.00018047278,0.002752854,0.0000038803423,0.0033649849,0.00001734189,0.014195116,0.16426738],"study_design_scores_gemma":[0.0002474745,0.00027394728,0.93980604,0.00021407161,0.0011039164,0.0004297388,0.00036215375,0.00006247227,0.0021395232,0.00004093863,0.05523092,0.000088827794],"about_ca_topic_score_codex":0.00002972261,"about_ca_topic_score_gemma":0.0000042358547,"teacher_disagreement_score":0.16417855,"about_ca_system_score_codex":0.000045233093,"about_ca_system_score_gemma":0.00016843277,"threshold_uncertainty_score":0.37920144},"labels":[],"label_agreement":null},{"id":"W2891248192","doi":"10.23889/ijpds.v3i4.832","title":"Identification of Frailty using EMR and Admin data: A complex issue","year":2018,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Manitoba; University of British Columbia; Manitoba Health","funders":"","keywords":"Audit; Medical record; Vulnerability (computing); Medicine; Population; Gerontology; Medical emergency; Computer science; Computer security; Environmental health; Business","score_opus":0.270249451982674,"score_gpt":0.49405528028748724,"score_spread":0.22380582830481321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891248192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9208317,0.000057596942,0.07071178,0.0035360495,0.0027943915,0.00036310134,0.0015963404,0.000019608828,0.00008943795],"genre_scores_gemma":[0.9715199,0.00001785141,0.026312236,0.00016677189,0.00087143393,8.0716836e-7,0.00093670294,0.0000075552753,0.00016677781],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9981592,0.000016260581,0.0005132036,0.00035690243,0.0008200558,0.00013436472],"domain_scores_gemma":[0.9976568,0.000055733843,0.00040504555,0.00069797115,0.001074333,0.000110095134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012797451,0.00007408821,0.00012378418,0.00027947337,0.00021729413,0.00016727019,0.0012992658,0.000029077793,0.00009550891],"category_scores_gemma":[0.0020137648,0.00006731448,0.0000165312,0.00022822667,0.00037895792,0.0024033976,0.0005283138,0.00008256823,0.000006814476],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007410136,0.00043862124,0.18104513,0.00012155808,0.00024963423,0.000018443952,0.0010099277,0.00014243145,0.61388427,0.0034762057,0.033159487,0.16571328],"study_design_scores_gemma":[0.001303198,0.00014286407,0.42146093,0.00019924864,0.00007430817,0.00083675265,0.00013785754,0.5455957,0.003949949,0.00096142135,0.025199052,0.00013870561],"about_ca_topic_score_codex":0.00019787492,"about_ca_topic_score_gemma":0.0000736313,"teacher_disagreement_score":0.60993433,"about_ca_system_score_codex":0.00008601201,"about_ca_system_score_gemma":0.00017541918,"threshold_uncertainty_score":0.2745005},"labels":[],"label_agreement":null},{"id":"W2891426037","doi":"10.1503/cmaj.181151","title":"Managing frailty in primary care: evidence gaps cannot be ignored","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University; Ottawa Hospital","funders":"","keywords":"Primary care; Key (lock); Set (abstract data type); MEDLINE; Computer science; Medicine; Data science; Gerontology; Family medicine; Computer security; Political science; Law","score_opus":0.021263156446974314,"score_gpt":0.27900488716137906,"score_spread":0.25774173071440476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891426037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53719026,0.0020590953,0.0001368706,0.42675224,0.002809515,0.00047616495,0.000043054864,0.00006851286,0.030464306],"genre_scores_gemma":[0.93201965,0.00042390949,0.00051724334,0.061312206,0.0039320095,0.000011466134,0.00003609096,0.000035789653,0.0017116421],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99639976,0.00017979172,0.00056342065,0.000254086,0.0018549635,0.0007479672],"domain_scores_gemma":[0.996681,0.00019523509,0.00019520336,0.00020219108,0.00071805954,0.0020083266],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001509487,0.00016249708,0.0003351377,0.00038864854,0.00022480998,0.00007516262,0.0002767125,0.00040636022,0.0026900524],"category_scores_gemma":[0.0046443455,0.00015941449,0.000093808405,0.00049660634,0.00011214086,0.00023580655,0.000030591946,0.0013597917,0.00018134239],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00005764876,0.000047010926,0.36093438,0.00013851342,0.00013687328,0.0032960752,0.004848856,0.0000033244105,0.00012616813,0.000050659317,0.4497591,0.18060137],"study_design_scores_gemma":[0.002987646,0.00022172388,0.63390964,0.002287906,0.000067622146,0.0010188975,0.0018693554,0.0002890913,0.000101991696,0.00017291096,0.35675284,0.00032038655],"about_ca_topic_score_codex":0.02087376,"about_ca_topic_score_gemma":0.3351648,"teacher_disagreement_score":0.3948294,"about_ca_system_score_codex":0.0064520836,"about_ca_system_score_gemma":0.00705784,"threshold_uncertainty_score":0.9985712},"labels":[],"label_agreement":null},{"id":"W2891437565","doi":"10.1111/ggi.13522","title":"Frailty state transitions and associated factors in South Australian older adults","year":2018,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Resthaven Incorporated","keywords":"Medicine; Frailty Index; Gerontology; Waist; Vulnerability (computing); Stressor; Obesity; Frailty syndrome; Demography; Internal medicine; Psychiatry","score_opus":0.03182685195495135,"score_gpt":0.309669651148982,"score_spread":0.27784279919403065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891437565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97814167,0.00046225442,0.0011809908,0.012050949,0.004289488,0.00068963994,0.00060646655,0.00015575282,0.0024227735],"genre_scores_gemma":[0.9926071,0.00041268388,0.0017957245,0.0008026424,0.0006283027,0.00007630788,0.00076522765,0.00006105634,0.0028509127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99592274,0.00017161386,0.0012154885,0.0011893146,0.0006524114,0.0008484217],"domain_scores_gemma":[0.9974588,0.0003180289,0.0005338162,0.00039239926,0.0009166969,0.0003802278],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005152324,0.00059755566,0.00084987876,0.0011803666,0.00021424197,0.000126102,0.00049513736,0.0007264736,0.001133579],"category_scores_gemma":[0.0008190811,0.00061021274,0.00018499335,0.00044676152,0.00064867333,0.0004278474,0.00021713621,0.00073089916,0.000046896945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021335839,0.0014734264,0.93785423,0.00010998761,0.0016997606,0.000592961,0.0310834,0.000017103926,0.0008267979,0.0028662472,0.0072743734,0.014068122],"study_design_scores_gemma":[0.009883377,0.00061771896,0.9745069,0.00011887109,0.00021097854,0.00056259497,0.0017436255,0.0016141445,0.00020312822,0.0010767968,0.008736779,0.00072504586],"about_ca_topic_score_codex":0.00086870475,"about_ca_topic_score_gemma":0.004366781,"teacher_disagreement_score":0.036652703,"about_ca_system_score_codex":0.00046480776,"about_ca_system_score_gemma":0.00020264857,"threshold_uncertainty_score":0.9997795},"labels":[],"label_agreement":null},{"id":"W2891467623","doi":"10.5770/cgj.21.330","title":"The Top Articles in Geriatrics 2016–2017*","year":2018,"lang":"en","type":"review","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Delirium; Dementia; Geriatrics; Donepezil; Intensive care medicine; Lewy body; Cognitive impairment; Disease; Psychiatry; Internal medicine","score_opus":0.04758191584671693,"score_gpt":0.31281617323923633,"score_spread":0.2652342573925194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891467623","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000053779946,0.9916723,0.000012594059,0.0017731861,0.0036354684,0.0008106524,0.000084990446,0.000020401463,0.0019366323],"genre_scores_gemma":[0.000017133338,0.9901555,0.00037795477,0.00025999342,0.004595001,0.00002450139,0.00002614819,0.00010762882,0.0044361046],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960703,0.0002718258,0.0013857167,0.00042151398,0.00055722345,0.0012933669],"domain_scores_gemma":[0.99584025,0.00046195264,0.00065621594,0.0008743105,0.0003992156,0.001768042],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017849262,0.00051950576,0.0013866662,0.0014947443,0.0005360585,0.0004296006,0.0008076202,0.00065109757,0.00026804936],"category_scores_gemma":[0.0017824217,0.00035008218,0.00061558513,0.0016418039,0.00017047382,0.00013278185,0.00007261772,0.0019184327,0.0007223878],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008409391,0.000017738397,0.00010443945,0.000982665,0.00010912954,0.00094851846,0.000092721646,3.1719338e-7,2.457175e-8,0.000036696718,0.2514945,0.74620485],"study_design_scores_gemma":[0.0005645767,0.000077407916,0.00018287158,0.002873317,0.00060698873,0.003257787,0.000038799462,0.000006148408,9.432185e-8,0.00017901344,0.99185044,0.00036257374],"about_ca_topic_score_codex":0.003867295,"about_ca_topic_score_gemma":0.04529695,"teacher_disagreement_score":0.7458423,"about_ca_system_score_codex":0.0023039007,"about_ca_system_score_gemma":0.011646036,"threshold_uncertainty_score":0.9998951},"labels":[],"label_agreement":null},{"id":"W2891541079","doi":"10.23889/ijpds.v3i4.811","title":"Developing a Primary Care EMR-based Frailty Definition using Machine Learning","year":2018,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Manitoba Health; Alberta Health Services; University of Calgary","funders":"","keywords":"CHAID; Medicine; Medical diagnosis; Machine learning; Artificial intelligence; Computer science; Decision tree","score_opus":0.2091686129472483,"score_gpt":0.4263055596183748,"score_spread":0.21713694667112649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891541079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6842256,0.00011367298,0.30910927,0.0020330965,0.0032722787,0.00035163236,0.00030114074,0.00007886916,0.00051442574],"genre_scores_gemma":[0.7980637,0.000009360599,0.19829902,0.00074095314,0.0007524096,0.000002536659,0.0020768575,0.000015040555,0.00004011346],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978878,0.000028270779,0.00040060605,0.00036110374,0.0010791025,0.0002431146],"domain_scores_gemma":[0.99758536,0.00007457848,0.0002912154,0.00028580052,0.0016361593,0.00012687889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007213293,0.00011893469,0.00013608033,0.00043271406,0.0006486162,0.0002490779,0.000772984,0.00004723397,0.00005907031],"category_scores_gemma":[0.0013706853,0.00011012433,0.00004859229,0.00032757397,0.00019711495,0.001479224,0.00021976873,0.0002259919,0.000013657151],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014341043,0.00023526914,0.76065445,0.00028377862,0.00019604394,0.00010536342,0.0014803293,0.0024682381,0.067694604,0.006610497,0.0007165862,0.15812075],"study_design_scores_gemma":[0.0060800645,0.00062855816,0.38652423,0.0021027282,0.00015062698,0.0018579203,0.0003737689,0.55941033,0.008760266,0.002605687,0.030826299,0.00067951356],"about_ca_topic_score_codex":0.00019359944,"about_ca_topic_score_gemma":0.00010379718,"teacher_disagreement_score":0.5569421,"about_ca_system_score_codex":0.0008950483,"about_ca_system_score_gemma":0.0007943046,"threshold_uncertainty_score":0.4988697},"labels":[],"label_agreement":null},{"id":"W2891574108","doi":"10.23889/ijpds.v3i4.655","title":"Utilizing population-based clinical and administrative data to explore the relevance of frailty to cholinesterase inhibitor use and discontinuation at nursing home transition.","year":2018,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; University of Ottawa; Institute for Clinical Evaluative Sciences; University of Calgary; Sunnybrook Hospital; University of Waterloo","funders":"","keywords":"Discontinuation; Medicine; Hazard ratio; Dementia; Confidence interval; Incidence (geometry); Population; Emergency medicine; Gerontology; Disease; Internal medicine; Environmental health","score_opus":0.3813249375052175,"score_gpt":0.5029470447739692,"score_spread":0.12162210726875172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891574108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96597403,0.000020174135,0.019900698,0.011652048,0.001071638,0.00055042544,0.00081333175,0.000012344213,0.000005318486],"genre_scores_gemma":[0.9717232,0.000012777513,0.025583863,0.00089502265,0.00071656203,0.0000062821355,0.0010186613,0.000011271344,0.000032345124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977658,0.000058258982,0.0006904345,0.0005351366,0.0007827997,0.0001676128],"domain_scores_gemma":[0.99750644,0.00045190225,0.0002867619,0.0006556059,0.0008589794,0.00024029589],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013659477,0.000120470744,0.00018452475,0.00022400057,0.00039655523,0.0002621617,0.0006993718,0.000041510884,0.000011223161],"category_scores_gemma":[0.005154763,0.000091739385,0.000026736785,0.0002801816,0.00039949542,0.0024706821,0.00024319332,0.0001344255,0.0000017767344],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039820666,0.00052889704,0.8060645,0.000045622204,0.00010601425,0.000015370366,0.005495677,0.0004633628,0.01119369,0.0008952848,0.005524528,0.16568498],"study_design_scores_gemma":[0.0012480828,0.00036512682,0.9454192,0.00073024107,0.000048569178,0.00011341066,0.00030228557,0.049810205,0.0004653283,0.00021023766,0.0011603406,0.00012698551],"about_ca_topic_score_codex":0.0000944884,"about_ca_topic_score_gemma":0.0003049205,"teacher_disagreement_score":0.165558,"about_ca_system_score_codex":0.000108844295,"about_ca_system_score_gemma":0.00014607729,"threshold_uncertainty_score":0.6171105},"labels":[],"label_agreement":null},{"id":"W2891642191","doi":"10.1200/jco.2017.35.15_suppl.e21517","title":"Systematic reviews and meta-analyses in geriatric oncology.","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatric oncology; Internal medicine; Lung cancer; Cancer; Oncology; Incidence (geometry); Clinical trial; Systematic review; Meta-analysis; Survivorship curve; MEDLINE; Gerontology; Family medicine","score_opus":0.6218982079971925,"score_gpt":0.6189552378079196,"score_spread":0.00294297018927292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891642191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63171387,0.122796506,0.0003031941,0.18340558,0.0068730405,0.005235984,0.000007699445,0.000030372328,0.04963377],"genre_scores_gemma":[0.95923483,0.016729075,0.014002682,0.005285407,0.0014474896,0.00004327787,7.242645e-7,0.000025920255,0.0032305855],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9915598,0.0020378402,0.0056439643,0.00021689678,0.0003206777,0.00022082664],"domain_scores_gemma":[0.98459524,0.006678497,0.007361631,0.0006206903,0.0003469679,0.0003969906],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.015214431,0.00018117252,0.0074410397,0.00021675906,0.00006527232,0.000026122147,0.0003717951,0.00048321963,0.0002186097],"category_scores_gemma":[0.08735951,0.00009741067,0.0012165275,0.00008485172,0.00030963047,0.0002022178,0.00011536058,0.0011817194,0.00006140865],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011873392,0.020083439,0.1652128,0.06477238,0.08767119,0.038661756,0.002418159,0.000037784623,0.001572546,0.00086097996,0.20141582,0.40541974],"study_design_scores_gemma":[0.028545605,0.029837525,0.48813424,0.003497998,0.14143513,0.007852742,0.0003700816,0.00022862984,0.000052281906,0.0017604061,0.2977892,0.00049616233],"about_ca_topic_score_codex":0.00004200486,"about_ca_topic_score_gemma":0.00018774165,"teacher_disagreement_score":0.4049236,"about_ca_system_score_codex":0.00016339382,"about_ca_system_score_gemma":0.00084599975,"threshold_uncertainty_score":0.920328},"labels":[],"label_agreement":null},{"id":"W2891765613","doi":"10.1007/s00268-018-4801-9","title":"Postoperative Recovery in Frail, Pre‐frail, and Non‐frail Elderly Patients Following Abdominal Surgery","year":2018,"lang":"en","type":"article","venue":"World Journal of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; St Mary's Hospital Centre; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Abdominal surgery; Cardiac surgery; Vascular surgery; Cardiothoracic surgery; Surgery; General surgery","score_opus":0.02218206403963521,"score_gpt":0.27098865168747355,"score_spread":0.24880658764783833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891765613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916932,0.0010949855,0.00006226963,0.0030433268,0.0027918958,0.00029418158,0.000010113612,0.000020752772,0.0009892703],"genre_scores_gemma":[0.9947245,0.00025935518,0.0008666664,0.0014329869,0.000820476,0.000008104458,0.000013775583,0.00006585173,0.001808285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962516,0.00022063493,0.001634035,0.00039781,0.00083778834,0.0006581235],"domain_scores_gemma":[0.9955899,0.0023301488,0.0007171182,0.0003386501,0.00059841573,0.00042575362],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019142882,0.0003940403,0.0014076328,0.0016665697,0.00014991232,0.000092026086,0.00014482228,0.00016622397,0.00029920353],"category_scores_gemma":[0.0019587327,0.00034490702,0.00059401605,0.00088166835,0.00023063546,0.00093007274,0.00007880885,0.00077830715,0.00003858515],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016839991,0.00040309073,0.8399742,0.00008802741,0.00025429722,0.0009635018,0.000984985,0.0000026338334,0.0007821669,0.000001663804,0.07030384,0.08455755],"study_design_scores_gemma":[0.00272447,0.00085547403,0.97649664,0.0039124754,0.00017171548,0.00040769682,0.00023754596,0.000027525402,0.0016076891,0.00011055718,0.0129690515,0.00047914297],"about_ca_topic_score_codex":0.00010158408,"about_ca_topic_score_gemma":0.00032451615,"teacher_disagreement_score":0.13652241,"about_ca_system_score_codex":0.0002763193,"about_ca_system_score_gemma":0.00066330284,"threshold_uncertainty_score":0.9999003},"labels":[],"label_agreement":null},{"id":"W2891841701","doi":"10.1093/ageing/afy140.79","title":"103Atrial Fibrillation and Cognition at Four Year Follow Up – Data from The Irish Longitudinal Study on Ageing (TILDA)","year":2018,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Longitudinal study; Irish; Ageing; Longitudinal data; Cognition; Gerontology; Internal medicine; Psychiatry; Demography; Pathology","score_opus":0.12571422136287047,"score_gpt":0.33477913752866906,"score_spread":0.2090649161657986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891841701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99695796,0.00013056793,0.0001376991,0.0005542259,0.00034177152,0.00045718788,0.000035234974,0.000042147156,0.001343224],"genre_scores_gemma":[0.996958,0.000039586517,0.00015395074,0.00020572625,0.001998173,0.0000020647221,0.0001705682,0.000017995006,0.00045389927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896073,0.000069375405,0.00016788462,0.00038578163,0.00025594828,0.00016027247],"domain_scores_gemma":[0.9990949,0.00031494934,0.00006878496,0.00041588675,0.000042070897,0.00006341522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002498123,0.00012611957,0.00018112792,0.0000339374,0.00029396254,0.000089651636,0.00008548701,0.00005597775,0.000073745054],"category_scores_gemma":[0.00040748605,0.00009270587,0.00002562695,0.00008160329,0.00007828059,0.00017524454,0.00023466893,0.0001283171,0.00004729276],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033927932,0.00018648633,0.7297407,0.0000960007,0.0009626619,0.0138426,0.014512886,0.0000025586194,0.011451071,0.000015318865,0.07447781,0.15131912],"study_design_scores_gemma":[0.004223632,0.0005856825,0.9899365,0.00029643998,0.00031245654,0.000028215536,0.00077624083,0.00042284364,0.00013754099,0.00011495406,0.0030383037,0.00012720036],"about_ca_topic_score_codex":0.0003775297,"about_ca_topic_score_gemma":0.0009580815,"teacher_disagreement_score":0.2601958,"about_ca_system_score_codex":0.00001955343,"about_ca_system_score_gemma":0.000011311981,"threshold_uncertainty_score":0.37804356},"labels":[],"label_agreement":null},{"id":"W2891924572","doi":"10.4103/apjon.apjon_35_18","title":"Frailty Prevalence and Characteristics in Older Adults with Hematologic Cancer: a Descriptive Study","year":2018,"lang":"en","type":"article","venue":"Asia-Pacific Journal of Oncology Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatric oncology; Logistic regression; Cancer; Gerontology; Geriatrics; Multiple myeloma; Internal medicine; Psychiatry","score_opus":0.027086539550235197,"score_gpt":0.3348171627562231,"score_spread":0.3077306232059879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2891924572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99270934,0.0010372499,0.00014983545,0.0029416126,0.0006587801,0.000765091,0.0000056624986,0.000018063658,0.0017143419],"genre_scores_gemma":[0.99711686,0.00025530098,0.002040186,0.00008487265,0.00030740703,0.000015371606,0.0000010903595,0.000025726667,0.00015315949],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980181,0.00020761897,0.0007132421,0.00032151953,0.00033532002,0.0004041837],"domain_scores_gemma":[0.9981936,0.00015955376,0.0006343562,0.0002216345,0.0005738944,0.00021694448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052763853,0.00023788805,0.0008326966,0.0003098192,0.000096313175,0.000021680415,0.00014941444,0.00017904499,0.0000723533],"category_scores_gemma":[0.00024394497,0.00017778635,0.00004714935,0.000314413,0.0007094878,0.00021935886,0.000024928617,0.000698895,0.0000047976014],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042947624,0.0026051775,0.83640856,0.00014567914,0.00015673887,0.0016980617,0.06563909,2.7585062e-7,0.00043810668,0.000011779587,0.00088319945,0.08771855],"study_design_scores_gemma":[0.00921499,0.01430807,0.9174399,0.0061294097,0.00036753033,0.008268795,0.043184265,0.00007252553,0.0004105793,0.000056311248,0.0003480728,0.00019958682],"about_ca_topic_score_codex":0.00002879706,"about_ca_topic_score_gemma":0.0000960402,"teacher_disagreement_score":0.08751896,"about_ca_system_score_codex":0.0008529036,"about_ca_system_score_gemma":0.0006264062,"threshold_uncertainty_score":0.7249917},"labels":[],"label_agreement":null},{"id":"W2892012375","doi":"10.1503/cmaj.171509","title":"Identification and management of frailty in the primary care setting","year":2018,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":129,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Vulnerability (computing); Stressor; Identification (biology); Medicine; Primary care; Gerontology; Medical emergency; Psychiatry; Computer security; Computer science; Family medicine","score_opus":0.02357991068380882,"score_gpt":0.31022320337549003,"score_spread":0.2866432926916812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892012375","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012803225,0.9905742,0.000009137891,0.0047866087,0.0004309084,0.00063803094,0.000049715774,0.0000054288485,0.0033779282],"genre_scores_gemma":[0.00010751117,0.99715304,0.00011439506,0.0012159663,0.0007751048,0.000023794726,0.00012224549,0.000019758261,0.00046820147],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.996934,0.0003328032,0.0009027326,0.00018888654,0.0013412992,0.0003002786],"domain_scores_gemma":[0.9982247,0.00021811665,0.0006302415,0.00019922366,0.0002700538,0.00045771556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025397595,0.0001636659,0.00062909815,0.00028641304,0.00011184581,0.000053353495,0.00027638936,0.00049497245,0.00017232267],"category_scores_gemma":[0.000613826,0.00011610368,0.00016359553,0.00032375174,0.000060932718,0.000054359214,0.000025720206,0.0010975787,0.000033531804],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010331174,0.000011811332,0.0004971259,0.009749846,0.00016976448,0.00027321975,0.00064829225,1.4661034e-8,1.9880352e-8,0.000028531775,0.028688036,0.9599323],"study_design_scores_gemma":[0.0004105744,0.000023351899,0.005819847,0.021040756,0.00043088882,0.0005567072,0.00069794705,0.0000022225697,6.548006e-8,0.00001542584,0.970908,0.00009425417],"about_ca_topic_score_codex":0.00028406797,"about_ca_topic_score_gemma":0.005128689,"teacher_disagreement_score":0.95983803,"about_ca_system_score_codex":0.0018018059,"about_ca_system_score_gemma":0.0022855804,"threshold_uncertainty_score":0.47684944},"labels":[],"label_agreement":null},{"id":"W2892097654","doi":"10.1200/jco.2017.35.15_suppl.e18168","title":"The validity of algorithms using health administrative data in identifying cancer-related events in adolescents and young adults: A population-based study using the IMPACT cohort.","year":2017,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; St. Michael's Hospital; Canadian Partnership Against Cancer; Hospital for Sick Children; Pediatric Oncology Group","funders":"","keywords":"Medicine; Cancer; Cohort; Population; Record linkage; Diagnosis code; Algorithm; Cancer registry; Oncology; Internal medicine; Environmental health; Computer science","score_opus":0.4041400078385652,"score_gpt":0.5956005280646292,"score_spread":0.19146052022606397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892097654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995799,0.00030619072,0.00006310186,0.0018197058,0.0010239289,0.0009601829,0.000021391586,0.0000025709535,0.000003897371],"genre_scores_gemma":[0.99887717,0.00021855671,0.0006005384,0.0000864963,0.00019502513,0.0000023383204,0.0000039628767,0.000013162984,0.0000027336994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944517,0.0016465536,0.0028681662,0.00025799303,0.00050639565,0.00026918197],"domain_scores_gemma":[0.9928735,0.0012898186,0.0046933778,0.0006750096,0.00028071008,0.00018760152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010337308,0.00014920076,0.0011984311,0.00010452736,0.00024231622,0.000024867988,0.00056410243,0.00017856121,0.000004252751],"category_scores_gemma":[0.0076155774,0.000084528176,0.00013507977,0.00013636675,0.00017580412,0.00026924294,0.00018289294,0.0011779971,1.3169455e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012823683,0.0016181238,0.9856378,0.000045337987,0.00020187766,0.000093953226,0.00059523963,0.00016280955,0.0000049907608,3.0195412e-7,0.000008780871,0.010348415],"study_design_scores_gemma":[0.010181223,0.0025572847,0.94579595,0.001970248,0.00018144897,0.00007187784,0.000988273,0.03814097,0.0000017707258,0.0000450501,0.000002938045,0.00006295093],"about_ca_topic_score_codex":0.01987804,"about_ca_topic_score_gemma":0.023258891,"teacher_disagreement_score":0.039841834,"about_ca_system_score_codex":0.0006711922,"about_ca_system_score_gemma":0.0030700236,"threshold_uncertainty_score":0.9945641},"labels":[],"label_agreement":null},{"id":"W2892100323","doi":"10.1093/ageing/afy141.31","title":"182Prevalence of Frailty in Older Adults Referred to Primary Care Physiotherapy and the Influence of Frailty Screening on Physiotherapy Practice","year":2018,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Primary care; Physical medicine and rehabilitation; Family medicine","score_opus":0.015390775008658616,"score_gpt":0.3234772700492525,"score_spread":0.3080864950405939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892100323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959929,0.001217566,0.00010788386,0.00082353904,0.000029685505,0.00077382737,0.000009381588,0.000020814758,0.0010243927],"genre_scores_gemma":[0.9930933,0.00066824903,0.0025701148,0.003388083,0.00010819061,0.000021549065,0.0000057112934,0.000025173744,0.000119637305],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986012,0.00012277189,0.00034532385,0.0003667565,0.00034174448,0.00022222269],"domain_scores_gemma":[0.99859244,0.00047769144,0.00019611848,0.00044007972,0.0002157845,0.000077901466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002384235,0.00019156274,0.0004335488,0.0001014184,0.00007974591,0.000017201339,0.00014258442,0.000080353304,0.0000122560705],"category_scores_gemma":[0.00032665284,0.0001357107,0.000049072893,0.0002997452,0.00034427355,0.00023166824,0.00007238377,0.00022409887,0.0000018137001],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012818948,0.0004568177,0.007751905,0.0029824355,0.00022129934,0.0005615847,0.1226955,0.00019378575,0.30276644,0.00015088508,0.00031032643,0.5490901],"study_design_scores_gemma":[0.007993577,0.0008792303,0.97151935,0.0067749834,0.00003775312,0.000012255701,0.0021236618,0.00010268498,0.009526279,0.000047918234,0.00079667504,0.00018565489],"about_ca_topic_score_codex":0.001408498,"about_ca_topic_score_gemma":0.00013941871,"teacher_disagreement_score":0.9637674,"about_ca_system_score_codex":0.000027119779,"about_ca_system_score_gemma":0.000034925855,"threshold_uncertainty_score":0.55341214},"labels":[],"label_agreement":null},{"id":"W2892134213","doi":"10.1007/s00520-018-4448-y","title":"Evaluation of a comprehensive geriatric assessment tool in geriatric cancer patients undergoing adjuvant chemotherapy: a pilot study","year":2018,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Regional Municipality of Durham; Lakeridge Health","funders":"National Comprehensive Cancer Network","keywords":"Medicine; Psychosocial; Geriatric oncology; Geriatrics; Workload; Medical prescription; Family medicine; Cancer; Physical therapy; Nursing; Internal medicine; Psychiatry","score_opus":0.04850967203677493,"score_gpt":0.3909027414086841,"score_spread":0.34239306937190916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892134213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921026,0.0019772474,0.000008081889,0.00021007609,0.0008192141,0.004000773,0.0001057708,0.000023991039,0.0007522435],"genre_scores_gemma":[0.99764293,0.00044895732,0.00012912032,0.000286472,0.0002508725,0.001087825,0.000048081714,0.000049016435,0.00005674803],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965076,0.0003260738,0.0008203367,0.00058135064,0.0013551902,0.00040946918],"domain_scores_gemma":[0.99585044,0.0001289911,0.0004191941,0.00035589485,0.0031791178,0.00006637604],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054275047,0.00028346348,0.00064054155,0.000485153,0.000039157134,0.000012202045,0.00012973434,0.000074221396,0.0011451707],"category_scores_gemma":[0.00018229513,0.0002676156,0.00006647617,0.0010338472,0.00009688414,0.00016939447,0.00007326804,0.00025276784,0.0000062252752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007638334,0.0017179603,0.92549896,0.00027034277,0.00018240677,0.000014133417,0.00934067,0.00014897774,0.00060783804,0.0000019738525,0.00054952595,0.0609034],"study_design_scores_gemma":[0.018111337,0.0074369838,0.96520036,0.0005299115,0.0003494982,9.554402e-7,0.0066590295,0.0004524093,0.0008136127,0.00003492075,0.00015359603,0.00025735353],"about_ca_topic_score_codex":0.004284809,"about_ca_topic_score_gemma":0.0248042,"teacher_disagreement_score":0.060646046,"about_ca_system_score_codex":0.0038640257,"about_ca_system_score_gemma":0.002867948,"threshold_uncertainty_score":0.9999776},"labels":[],"label_agreement":null},{"id":"W2892187057","doi":"10.30773/pi.2018.05.22","title":"Modified Criteria for Diagnosing “Cognitive Frailty”","year":2018,"lang":"en","type":"article","venue":"Psychiatry Investigation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Korea Health Industry Development Institute; Ministry of Health and Welfare","keywords":"Memory span; Cognition; Dementia; Test (biology); Gerontology; Clinical Dementia Rating; Cognitive test; Medicine; Cognitive impairment; Psychology; Clinical psychology; Disease; Psychiatry; Working memory","score_opus":0.07090163676242574,"score_gpt":0.3581814833431478,"score_spread":0.2872798465807221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892187057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9609246,0.00012084449,0.01259491,0.01771942,0.0026739775,0.0011516139,0.00004979597,0.00021448055,0.0045503275],"genre_scores_gemma":[0.9532585,0.0000054961733,0.037063237,0.0060490156,0.0026864603,0.00017826969,0.00023372471,0.00004312101,0.00048213656],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9988273,0.000039830906,0.00030343255,0.00035613953,0.00020046844,0.00027284157],"domain_scores_gemma":[0.9989431,0.00014911607,0.00011608587,0.000237696,0.00035587588,0.00019815862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017949892,0.00017213875,0.0001980232,0.00012132197,0.00018190523,0.000040931674,0.000071366536,0.00013641219,0.00012370328],"category_scores_gemma":[0.00077680557,0.00017183751,0.00008480815,0.00022077007,0.00027414123,0.0001955647,0.000018001474,0.0001237257,0.00012621537],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027335195,0.001301175,0.3099602,0.002906584,0.0007933596,0.0000107161995,0.017028624,0.000014249774,0.095942,0.03626107,0.45862055,0.07442797],"study_design_scores_gemma":[0.019388672,0.005676352,0.60482955,0.0053407717,0.0011941901,0.00017604374,0.0018900865,0.02521772,0.098316446,0.22415623,0.012229331,0.0015846102],"about_ca_topic_score_codex":0.000032535943,"about_ca_topic_score_gemma":0.00005276601,"teacher_disagreement_score":0.44639122,"about_ca_system_score_codex":0.000047128804,"about_ca_system_score_gemma":0.00017497377,"threshold_uncertainty_score":0.700733},"labels":[],"label_agreement":null},{"id":"W2892340084","doi":"10.1186/s12877-018-0899-8","title":"Variation in the health outcomes associated with frailty among home care clients: relevance of caregiver distress and client sex","year":2018,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Health; Providence Health Care; University of Alberta; Queen's University; University Health Network; Ottawa Hospital; University of Ottawa; Institute for Clinical Evaluative Sciences; University of Calgary; University of Waterloo; Sinai Health System; University of Toronto","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Distress; Gerontology; Population; Health care; Demography; Clinical psychology; Environmental health","score_opus":0.02043367890345553,"score_gpt":0.2843302979527403,"score_spread":0.26389661904928474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892340084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99771297,0.00032678145,0.0003659748,0.00036520447,0.00018128872,0.00067289936,0.00009642437,0.000029932267,0.00024855166],"genre_scores_gemma":[0.99877787,0.00006875537,0.0005582108,0.00020185833,0.00008085828,0.000019857045,0.00008726842,0.000018978275,0.00018633076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984507,0.00016017901,0.0003642024,0.00028690367,0.00047348096,0.00026455577],"domain_scores_gemma":[0.9986197,0.00032498213,0.00032907608,0.0003969474,0.0002506908,0.00007864023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034704164,0.00015660077,0.00036793994,0.00009998715,0.0000817417,0.000018945053,0.00012715047,0.00010119245,0.000008586934],"category_scores_gemma":[0.0005747684,0.00010326061,0.000041814965,0.00047825216,0.00015507166,0.00008566114,0.0000450822,0.00017203152,0.0000019811498],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007952029,0.0001217057,0.97887635,0.00019633786,0.000023718616,0.0000044517615,0.01926535,0.000011903271,0.000004930178,0.00005293345,0.0002737926,0.0010890058],"study_design_scores_gemma":[0.0025753884,0.0006158207,0.9934356,0.00015818476,0.0000546895,0.0000032341588,0.0026301234,0.00013804804,0.000012559199,0.000029955641,0.00023555699,0.00011079768],"about_ca_topic_score_codex":0.00080009975,"about_ca_topic_score_gemma":0.0036390845,"teacher_disagreement_score":0.016635226,"about_ca_system_score_codex":0.00021936669,"about_ca_system_score_gemma":0.00013820322,"threshold_uncertainty_score":0.42108455},"labels":[],"label_agreement":null},{"id":"W2892465055","doi":"10.1093/gerona/gly219","title":"Chronic Treatment With the ACE Inhibitor Enalapril Attenuates the Development of Frailty and Differentially Modifies Pro- and Anti-inflammatory Cytokines in Aging Male and Female C57BL/6 Mice","year":2018,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Enalapril; Pharmacology; Medicine; Inflammation; Proinflammatory cytokine; Immunology; Internal medicine; Angiotensin-converting enzyme","score_opus":0.040586231602206646,"score_gpt":0.29418773323735986,"score_spread":0.2536015016351532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892465055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97279286,0.008922554,0.000036255955,0.017630573,0.000046546033,0.00050650275,0.0000040137916,0.000008293617,0.000052414616],"genre_scores_gemma":[0.99754053,0.0012861276,0.00058656116,0.00006447902,0.0001303079,0.000029335217,9.883257e-7,0.00001524037,0.00034645462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988548,0.00012365011,0.00039689417,0.00018806841,0.0001791107,0.00025747743],"domain_scores_gemma":[0.9990406,0.00020934356,0.0003116003,0.00024859447,0.00013846363,0.00005141388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039947053,0.00021271399,0.00045676378,0.000062933774,0.00025172706,0.00002645834,0.00013230892,0.00007180877,0.000020971787],"category_scores_gemma":[0.0000417614,0.000090776586,0.000026889531,0.00007281337,0.0015914064,0.0001302594,0.00012708953,0.0001701873,4.905415e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025426112,0.00024100073,0.46493563,0.0010870292,0.0015136021,0.00005919298,0.1454102,0.000027271295,0.3501787,0.00016444344,0.00019221728,0.033648103],"study_design_scores_gemma":[0.003741347,0.0016429957,0.8131752,0.0010940447,0.0002657086,0.0015450214,0.011102643,0.000048048398,0.16602144,0.00009928181,0.0010746614,0.00018961854],"about_ca_topic_score_codex":0.00010864679,"about_ca_topic_score_gemma":0.008309965,"teacher_disagreement_score":0.34823957,"about_ca_system_score_codex":0.00006250014,"about_ca_system_score_gemma":0.0002134459,"threshold_uncertainty_score":0.58636034},"labels":[],"label_agreement":null},{"id":"W2892624283","doi":"10.1177/2047487318799438","title":"Frailty as an instrument for evaluation of elderly patients with non-ST-segment elevation myocardial infarction: A follow-up after more than 5 years","year":2018,"lang":"en","type":"article","venue":"European Journal of Preventive Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hazard ratio; Myocardial infarction; Context (archaeology); Internal medicine; Confidence interval; Observational study; Proportional hazards model; Comorbidity; Prospective cohort study; Cardiology; Emergency medicine","score_opus":0.023122758253879265,"score_gpt":0.29481722926571097,"score_spread":0.2716944710118317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892624283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892535,0.000050829527,0.007571383,0.00014701762,0.00092139136,0.0010095761,0.000037381462,0.000007608427,0.0010012806],"genre_scores_gemma":[0.99654824,0.000011207493,0.00207408,0.00013753191,0.0009797298,0.00002601199,0.000079544036,0.00003799639,0.00010565641],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99740505,0.00085546216,0.00059245696,0.0002480928,0.00068639434,0.00021255063],"domain_scores_gemma":[0.9963211,0.000041905052,0.00060610694,0.00028390103,0.0026146364,0.00013235307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019189034,0.00017521334,0.00047115187,0.00019555863,0.000045197732,0.000011217742,0.00013244557,0.000057049867,0.0000679056],"category_scores_gemma":[0.00032693692,0.00014288531,0.00026140173,0.00012577773,0.00018971972,0.0002174854,0.00004387227,0.00018680871,0.000012912185],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018172888,0.00059003645,0.58075464,0.00011917543,0.00474446,0.00009993392,0.008477104,0.00019706985,0.0031379575,0.000026747322,0.0042440686,0.37943593],"study_design_scores_gemma":[0.015106333,0.0153951,0.9647711,0.00027027956,0.0009561402,0.00009377025,0.00033049175,0.000042136067,0.0003790393,0.000106889755,0.0024160757,0.0001326582],"about_ca_topic_score_codex":0.0000043104587,"about_ca_topic_score_gemma":0.0000045436177,"teacher_disagreement_score":0.38401645,"about_ca_system_score_codex":0.00016522604,"about_ca_system_score_gemma":0.00022190879,"threshold_uncertainty_score":0.58266944},"labels":[],"label_agreement":null},{"id":"W2892840016","doi":"10.1016/j.cjca.2018.07.364","title":"EARLY MOBILIZATION IN FRAIL AND NON-FRAIL OLDER ADULTS ADMITTED TO THE CARDIOVASCULAR INTENSIVE CARE UNIT","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Deconditioning; Cohort; Intensive care unit; Emergency medicine; Intensive care medicine; Internal medicine","score_opus":0.013504412938123593,"score_gpt":0.24420087660283704,"score_spread":0.23069646366471344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2892840016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98994195,0.0031464137,0.0010771238,0.0034011537,0.0008377781,0.0005295079,0.000020211197,0.0000053847534,0.0010404561],"genre_scores_gemma":[0.9965384,0.00005898705,0.000102121194,0.0018838996,0.0012894403,0.000011005176,0.000009051138,0.000027900389,0.00007916574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985859,0.00018478563,0.00038664494,0.00023689629,0.00019953762,0.00040626863],"domain_scores_gemma":[0.99606293,0.00007370371,0.00009007146,0.00042902038,0.00267136,0.0006729103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036980482,0.0001729805,0.0006401202,0.00047862346,0.00009400303,0.000021141934,0.00020134135,0.00020213472,0.000022136544],"category_scores_gemma":[0.0011607573,0.00013145033,0.00021386064,0.00040468542,0.0002936923,0.00007560553,0.000027932267,0.00042789185,0.000027544784],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033240617,0.0000026205128,0.8911385,0.00009750386,0.0009380852,0.0011561086,0.03842753,0.001095796,0.000077714656,0.00001360227,0.020169547,0.046550572],"study_design_scores_gemma":[0.0024518163,0.0008764638,0.88643885,0.00043370997,0.00019742984,0.0012369988,0.012020408,0.000025922696,0.00008657721,0.000012805292,0.096077055,0.00014198231],"about_ca_topic_score_codex":0.0051915967,"about_ca_topic_score_gemma":0.02249975,"teacher_disagreement_score":0.075907506,"about_ca_system_score_codex":0.00020154823,"about_ca_system_score_gemma":0.00095738843,"threshold_uncertainty_score":0.99533707},"labels":[],"label_agreement":null},{"id":"W2893216912","doi":"10.1111/jgs.15519","title":"Low‐Dose Trazodone, Benzodiazepines, and Fall‐Related Injuries in Nursing Homes: A Matched‐Cohort Study","year":2018,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Regional Municipality of Waterloo; Sunnybrook Health Science Centre; St. Michael's Hospital; Institute for Clinical Evaluative Sciences; University Health Network; Health Sciences Centre; Public Health Ontario; Women's College Hospital; University of Toronto; University of Waterloo; Sinai Health System; Toronto Rehabilitation Institute","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Trazodone; Hazard ratio; Propensity score matching; Cohort; Emergency medicine; Poison control; Confidence interval; Population; Cohort study; Emergency department; Dementia; Trauma center; Retrospective cohort study; Internal medicine; Physical therapy; Psychiatry; Environmental health; Antidepressant","score_opus":0.008308363348158888,"score_gpt":0.29279409478408697,"score_spread":0.2844857314359281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2893216912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99426126,0.0006658859,0.000058088106,0.0037536055,0.0004998423,0.0005724765,0.000005340154,0.00002295505,0.00016055646],"genre_scores_gemma":[0.9954738,0.00081867137,0.00241574,0.0006198052,0.0004583467,0.000004702444,9.990629e-7,0.00004055974,0.0001673748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99771434,0.00017356269,0.000843766,0.00025011768,0.00065504224,0.0003631885],"domain_scores_gemma":[0.9979287,0.00015829566,0.0009926322,0.00040162294,0.00033421896,0.00018456472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001069053,0.00024329609,0.00085115945,0.00015198783,0.0001434971,0.000053862463,0.00030371567,0.00008670218,0.000015951775],"category_scores_gemma":[0.00033044064,0.00016856995,0.00034768574,0.0014997403,0.00082960987,0.0001792955,0.00009976064,0.00070698996,0.0000041625212],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030904723,0.001117303,0.9528694,0.000047574365,0.00042154247,0.000028857472,0.023334946,0.000010755019,0.0014163634,0.0000060990083,0.007503456,0.012934622],"study_design_scores_gemma":[0.002711829,0.001693442,0.9820353,0.00025828707,0.00041736904,0.0002886157,0.011730868,0.00013730631,0.00016226397,0.00024060748,0.00014239576,0.00018170832],"about_ca_topic_score_codex":0.00018572345,"about_ca_topic_score_gemma":0.000027202925,"teacher_disagreement_score":0.029165875,"about_ca_system_score_codex":0.00037655688,"about_ca_system_score_gemma":0.00028369908,"threshold_uncertainty_score":0.6874083},"labels":[],"label_agreement":null},{"id":"W2894927328","doi":"10.1186/s12916-018-1176-6","title":"Frailty, nutrition-related parameters, and mortality across the adult age spectrum","year":2018,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":138,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Mahidol University; Dalhousie University","keywords":"Medicine; National Health and Nutrition Examination Survey; Anthropometry; Malnutrition; Gerontology; Observational study; Body mass index; Vitamin D and neurology; Demography; Frailty Index; Environmental health; Population; Internal medicine","score_opus":0.052611333437675364,"score_gpt":0.3472353486898946,"score_spread":0.2946240152522192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894927328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97391105,0.00088282855,0.00029593083,0.017702973,0.00075574743,0.0010003274,0.00002489247,0.00017064738,0.0052556205],"genre_scores_gemma":[0.9911728,0.00030492866,0.00081179384,0.003212632,0.0012431497,0.00004996202,0.00008069336,0.000035596946,0.003088439],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99788535,0.000097176024,0.0005152786,0.00047352296,0.0005463707,0.00048231462],"domain_scores_gemma":[0.9981872,0.00035654113,0.00013417756,0.00087341265,0.00016868136,0.0002799962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046102886,0.00026232825,0.00048827796,0.00006017196,0.0002319681,0.000023064078,0.00019700773,0.000167218,0.0005627169],"category_scores_gemma":[0.0012386893,0.00015722022,0.00007639521,0.000366029,0.0019138119,0.0000770215,0.000097634394,0.0003909908,0.00014428736],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015538394,0.0015187253,0.6440808,0.002485009,0.0013729801,0.0011536797,0.030515866,0.0000024607189,0.011114465,0.008111416,0.278431,0.019659743],"study_design_scores_gemma":[0.014898533,0.002639072,0.9441301,0.0020816624,0.00052602263,0.00086631416,0.0029378938,0.0008693315,0.0034145226,0.007992899,0.019207545,0.0004360935],"about_ca_topic_score_codex":0.00094943086,"about_ca_topic_score_gemma":0.0018296384,"teacher_disagreement_score":0.30004928,"about_ca_system_score_codex":0.00004819364,"about_ca_system_score_gemma":0.000052227148,"threshold_uncertainty_score":0.705152},"labels":[],"label_agreement":null},{"id":"W2895432478","doi":"10.12968/bjcn.2018.23.10.482","title":"Frailty in older people: a principle-based concept analysis","year":2018,"lang":"en","type":"review","venue":"British Journal of Community Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Relevance (law); Medicine; Formal concept analysis; Process (computing); Conceptual framework; Gerontology; Nursing theory; Older people; MEDLINE; Sociology; Computer science; Social science","score_opus":0.07438566345996374,"score_gpt":0.40419149711070196,"score_spread":0.32980583365073823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895432478","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029535342,0.99368113,0.0010148258,0.00024850026,0.0004508478,0.0006666332,0.00007305168,0.00003320645,0.0008782621],"genre_scores_gemma":[0.010308713,0.98630434,0.0020045633,0.00021221889,0.000492256,0.000010298687,0.00032131711,0.000111725065,0.00023458018],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99369264,0.0025338607,0.002188005,0.00020467176,0.0008413144,0.00053952937],"domain_scores_gemma":[0.9950305,0.001067587,0.0017547697,0.0009953222,0.00076706556,0.00038476294],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0020812321,0.00048839516,0.004488193,0.0014848344,0.00030748395,0.00017769466,0.0009569919,0.0005649312,0.0003834819],"category_scores_gemma":[0.0013654262,0.0005363168,0.0018679021,0.0026450793,0.0004550618,0.00020838884,0.000092309936,0.005117027,0.0000116132005],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039022892,0.0013047515,0.00021768987,0.0046108537,0.0011499169,0.0005483512,0.0016069654,0.000015282654,1.4848733e-7,0.0000021949822,0.0039363718,0.98656845],"study_design_scores_gemma":[0.0048842067,0.0007767308,0.02330675,0.4398131,0.018982666,0.01788839,0.00076739694,0.00009075656,0.0000031502705,0.000050052746,0.4926363,0.0008005192],"about_ca_topic_score_codex":0.0006286523,"about_ca_topic_score_gemma":0.0014511588,"teacher_disagreement_score":0.98576796,"about_ca_system_score_codex":0.0011422858,"about_ca_system_score_gemma":0.0013754002,"threshold_uncertainty_score":0.99970883},"labels":[],"label_agreement":null},{"id":"W2895774827","doi":"10.1093/gerona/gly230","title":"Meaningful Change Estimates for the Late-Life Function and Disability Instrument in Older Adults","year":2018,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; West Park Healthcare Centre","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Research Resources; Canadian Institutes of Health Research; National Institute on Aging; National Institute on Disability and Rehabilitation Research; National Institutes of Health; Harvard Catalyst","keywords":"Minimal clinically important difference; Medicine; Physical therapy; Rating scale; Standard error; Cohort; Physical medicine and rehabilitation; Confidence interval; Gerontology; Psychology; Randomized controlled trial; Statistics; Mathematics; Surgery; Internal medicine; Developmental psychology","score_opus":0.07344237992565222,"score_gpt":0.3296605713232803,"score_spread":0.2562181913976281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895774827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9434943,0.00302023,0.0001982275,0.051927824,0.00035452357,0.00090362283,0.0000074832424,0.000017168439,0.00007657811],"genre_scores_gemma":[0.99802315,0.00031250462,0.00037926115,0.0008213684,0.0002653578,0.000097061835,0.000002427562,0.000012956884,0.00008593402],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990038,0.00007300082,0.00037740177,0.00014536885,0.00014222207,0.0002581744],"domain_scores_gemma":[0.99883056,0.00042246407,0.00020064008,0.00031424838,0.00016281994,0.000069253954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069994776,0.0001369721,0.0003408617,0.000033370263,0.00016012912,0.000013892718,0.00012763422,0.00009548147,0.00015969231],"category_scores_gemma":[0.0006600622,0.00007223955,0.000055697445,0.00008376546,0.0009186797,0.00018877842,0.00006730044,0.00018145797,0.0000025626296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015196576,0.0005479411,0.82567203,0.00060313195,0.0006049959,0.000004155792,0.036515683,0.0000067456526,0.0010865995,0.00080345664,0.002273005,0.1166857],"study_design_scores_gemma":[0.002487606,0.0013811385,0.9878781,0.00032093242,0.00016327771,0.0001336131,0.004325479,0.00061734125,0.00060960464,0.0014582246,0.0005462408,0.00007847996],"about_ca_topic_score_codex":0.00042483915,"about_ca_topic_score_gemma":0.0035106328,"teacher_disagreement_score":0.16220605,"about_ca_system_score_codex":0.000041342042,"about_ca_system_score_gemma":0.000028425935,"threshold_uncertainty_score":0.33849135},"labels":[],"label_agreement":null},{"id":"W2895965483","doi":"10.5334/ijic.s2064","title":"Implementing integrated Care for Older Adults with Complex Health needs: iCOACH. An international network discussion","year":2018,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; University of Toronto","funders":"","keywords":"Integrated care; Field (mathematics); Health care; Computer science; Political science","score_opus":0.020210579774791397,"score_gpt":0.33712004855905214,"score_spread":0.31690946878426074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895965483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9001103,0.0013926709,0.06318931,0.017997151,0.00901545,0.0026970787,0.0018682866,0.0002797723,0.0034499406],"genre_scores_gemma":[0.9708784,0.00007003788,0.01980363,0.0018596551,0.0031171557,0.000030981468,0.00389298,0.000088087974,0.00025907316],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99638796,0.0001205904,0.0012332862,0.00040168173,0.0012173736,0.0006391014],"domain_scores_gemma":[0.9874186,0.00008021344,0.0010444027,0.0003164405,0.01074046,0.00039990176],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00043318956,0.00042317188,0.0006326818,0.0006564346,0.00025364436,0.00020107656,0.0008752851,0.0001526192,0.00065346796],"category_scores_gemma":[0.0002647597,0.00025509964,0.00029139806,0.00044965395,0.00017587718,0.00060617435,0.0001140356,0.00063200557,0.00001041765],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016082982,0.0007807702,0.1392315,0.00039152068,0.0027608706,0.0002886053,0.06914737,0.00046931626,0.0011701118,0.0007386073,0.036111437,0.7328269],"study_design_scores_gemma":[0.027252985,0.011355393,0.041075207,0.014987741,0.0003599787,0.002590815,0.48449418,0.005414283,0.003778117,0.000107945816,0.40758553,0.0009978251],"about_ca_topic_score_codex":0.00060166826,"about_ca_topic_score_gemma":0.0021297997,"teacher_disagreement_score":0.7318291,"about_ca_system_score_codex":0.0019557353,"about_ca_system_score_gemma":0.0014601613,"threshold_uncertainty_score":0.9999901},"labels":[],"label_agreement":null},{"id":"W2896032049","doi":"10.1097/spc.0000000000000391","title":"The role of day care in supporting older people living with long-term conditions","year":2018,"lang":"en","type":"review","venue":"Current Opinion in Supportive and Palliative Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute for Health Research Collaboration for Leadership in Applied Health Research and Care North West Coast; University of Liverpool; National Institute for Health and Care Research","keywords":"Attendance; Medicine; Psychological intervention; Long-term care; Older people; Gerontology; Day care; Quality of life (healthcare); Activities of daily living; Austerity; Nursing; Psychiatry","score_opus":0.05875257573827965,"score_gpt":0.4112333998047062,"score_spread":0.35248082406642656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896032049","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002899955,0.99302006,0.000017620945,0.000018558669,0.0008438253,0.002267896,0.00063830044,0.000019597042,0.00027417226],"genre_scores_gemma":[0.044175155,0.95205706,0.000015733232,0.0000050785375,0.0002914666,0.0004912679,0.0028662868,0.000059916565,0.00003804731],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969669,0.00031930802,0.0011439597,0.0006661582,0.0003936459,0.00051000627],"domain_scores_gemma":[0.9968881,0.00088918075,0.00094738783,0.00043339108,0.0006881015,0.0001538257],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027214672,0.0005300725,0.0015107325,0.00031498494,0.00013675375,0.00003629842,0.00021196457,0.00023231196,0.00011716985],"category_scores_gemma":[0.00041018627,0.0003525732,0.00025940064,0.00057901454,0.00034136517,0.00010943649,0.0001641439,0.0007525018,0.000010817014],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001592785,0.000091638314,0.6441507,0.040213782,0.00011827341,0.0000067556234,0.037858807,1.8319902e-7,1.0936332e-7,0.00006481591,0.00018277917,0.27729625],"study_design_scores_gemma":[0.0012140999,0.00063439016,0.512615,0.26068586,0.0004445746,0.00001829878,0.028025208,0.0000031386573,0.000006067931,0.000014875703,0.19573097,0.0006074712],"about_ca_topic_score_codex":0.000022218113,"about_ca_topic_score_gemma":0.00048466245,"teacher_disagreement_score":0.27668878,"about_ca_system_score_codex":0.00031657892,"about_ca_system_score_gemma":0.0007780617,"threshold_uncertainty_score":0.99989265},"labels":[],"label_agreement":null},{"id":"W2896135980","doi":"10.1371/journal.pone.0201394","title":"Construct validation of a Frailty Index, an HIV Index and a Protective Index from a clinical HIV database","year":2018,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); Gerontology; Database; Internal medicine; Demography; Immunology","score_opus":0.09872441360510407,"score_gpt":0.3327696869063145,"score_spread":0.2340452733012104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896135980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936273,0.000036212354,0.0033183363,0.0006416627,0.000055895325,0.0013065855,0.0004689121,0.00009201216,0.00045305505],"genre_scores_gemma":[0.99202824,0.000014163245,0.0065908083,0.00027063518,0.0005655231,0.00006286249,0.00029311233,0.000036213685,0.00013845623],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772966,0.00020451754,0.000625108,0.0005836834,0.0006050785,0.00025193059],"domain_scores_gemma":[0.99794084,0.00027357356,0.0002931609,0.0007667863,0.00043569575,0.00028991827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003866994,0.00021375879,0.00063445943,0.00015336645,0.00006401539,0.000022526803,0.00015140363,0.00026146573,0.00038703965],"category_scores_gemma":[0.0015731466,0.00020060434,0.000052494597,0.00023212846,0.00075360236,0.00030516324,0.00015908836,0.00053704827,0.000054706787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00177069,0.0025798755,0.96940994,0.00018363674,0.00062782376,0.000022539642,0.0012094601,2.825142e-7,0.019586049,0.00003194488,0.00033585902,0.0042419173],"study_design_scores_gemma":[0.01376004,0.0022105386,0.8680606,0.0020635587,0.0006668219,0.000029666047,0.00060275994,0.012106846,0.098284714,0.0016362488,0.00013514038,0.00044310142],"about_ca_topic_score_codex":0.0005275384,"about_ca_topic_score_gemma":0.00018712056,"teacher_disagreement_score":0.101349354,"about_ca_system_score_codex":0.000051197527,"about_ca_system_score_gemma":0.00025106917,"threshold_uncertainty_score":0.8180407},"labels":[],"label_agreement":null},{"id":"W2896334191","doi":"10.21037/jtd.2018.10.04","title":"Modifiable risk factors for patients undergoing lung cancer surgery and their optimization: a review","year":2018,"lang":"en","type":"review","venue":"Journal of Thoracic Disease","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Lung cancer surgery; Incidence (geometry); Lung cancer; Psychological intervention; Intensive care medicine; Surgery; Surgical stress; Internal medicine; Nursing","score_opus":0.05548398271267348,"score_gpt":0.38834994129107225,"score_spread":0.3328659585783988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896334191","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000085675565,0.9946845,0.0019409627,0.00015825598,0.000811464,0.001683815,0.0006006685,0.000016030415,0.00001863883],"genre_scores_gemma":[0.00003261491,0.9975876,0.00094558764,0.00013268783,0.00063395,0.000076717566,0.00020184189,0.0000936713,0.00029529902],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9974744,0.0002412492,0.0012953052,0.00030679803,0.00038432147,0.00029797055],"domain_scores_gemma":[0.9945337,0.0013144239,0.0023416935,0.00037336175,0.00074419513,0.00069262733],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006370178,0.00046863465,0.002463591,0.00029146508,0.00012140774,0.000054283053,0.00017386497,0.00014290425,0.00013492239],"category_scores_gemma":[0.003930962,0.000289476,0.0012107622,0.00029314667,0.00006803129,0.00025303283,0.000060182218,0.0003482382,0.0000016697147],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001807546,0.00029018405,0.0029075246,0.5095519,0.0011951448,0.000023779625,0.000043548567,0.00021419654,1.539762e-9,4.5761763e-7,0.05670893,0.4288836],"study_design_scores_gemma":[0.00038875145,0.00014046508,0.0000622056,0.60913855,0.014743096,0.000032423275,0.000011726412,0.0010202215,1.2329492e-7,0.000016689939,0.3740721,0.0003736483],"about_ca_topic_score_codex":0.0000073398523,"about_ca_topic_score_gemma":7.2631326e-7,"teacher_disagreement_score":0.42850998,"about_ca_system_score_codex":0.00030654366,"about_ca_system_score_gemma":0.0017443008,"threshold_uncertainty_score":0.9999557},"labels":[],"label_agreement":null},{"id":"W2896606674","doi":"10.1016/j.jtcvs.2018.09.092","title":"Commentary: My patients heart needs surgery, but the rest of his body… not so sure: Operative indications and options in frail patients","year":2018,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Wasting; Malnutrition; Bypass grafting; Intensive care medicine; Heart failure; Quality of life (healthcare); General surgery; Surgery; Artery; Internal medicine","score_opus":0.02175060098785444,"score_gpt":0.27698384960077554,"score_spread":0.2552332486129211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896606674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7981301,0.008100085,0.000046063316,0.19164209,0.0011276219,0.00065324316,0.00025286264,0.000010269395,0.000037684713],"genre_scores_gemma":[0.86834633,0.007802485,0.0002345426,0.12000016,0.0025697863,0.00004888911,0.00066634244,0.00011922449,0.00021221307],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99513733,0.0011541349,0.001444443,0.00034820498,0.0015010668,0.0004148352],"domain_scores_gemma":[0.99568087,0.0015446694,0.00078712584,0.00079059525,0.0010074989,0.00018921267],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003053916,0.00042790826,0.00211059,0.0011250784,0.00023962128,0.00008566472,0.00019669256,0.00052621996,0.000037763984],"category_scores_gemma":[0.0009783789,0.00030985964,0.0015029521,0.0005745563,0.00067266595,0.0002848265,0.00014740849,0.0016952401,0.0000043093114],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013206484,0.00019118584,0.32281777,0.00030215856,0.002121907,0.0000981607,0.0005859822,0.0000026413506,0.000004183296,3.576206e-7,0.6666254,0.0071181697],"study_design_scores_gemma":[0.00077109784,0.00020038866,0.5665443,0.0018828583,0.0016553361,0.00026615287,0.00023829888,0.0000045309453,0.000110035515,0.000013442479,0.42798018,0.00033338572],"about_ca_topic_score_codex":0.000363843,"about_ca_topic_score_gemma":0.000014183178,"teacher_disagreement_score":0.24372649,"about_ca_system_score_codex":0.00015501339,"about_ca_system_score_gemma":0.00041143654,"threshold_uncertainty_score":0.9999353},"labels":[],"label_agreement":null},{"id":"W2897794293","doi":"10.1155/2018/8739058","title":"Prognostic Value of Frailty for Older Patients with Heart Failure: A Systematic Review and Meta-Analysis of Prospective Studies","year":2018,"lang":"en","type":"review","venue":"BioMed Research International","topic":"Frailty in Older Adults","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Confidence interval; Hazard ratio; Meta-analysis; Internal medicine; Heart failure; Systematic review; MEDLINE; Algorithm; Mathematics","score_opus":0.2315903153008381,"score_gpt":0.4928841585468152,"score_spread":0.26129384324597715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897794293","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002260203,0.9826294,0.000038318547,0.000809058,0.0000685119,0.014904585,0.0014888382,0.0000121813755,0.000026471751],"genre_scores_gemma":[0.00029448277,0.9875815,0.0031629286,0.000057064095,0.000077007404,0.0064712404,0.0008185687,0.00006136127,0.0014758722],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99508345,0.000523749,0.0014113674,0.00064266816,0.002023474,0.00031530648],"domain_scores_gemma":[0.9896473,0.0021390188,0.00084234844,0.0006169158,0.0066204313,0.00013394364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022857871,0.00037503688,0.006869419,0.0016043623,0.00005579559,0.00002135412,0.0003884775,0.00015227094,0.00012693672],"category_scores_gemma":[0.007703936,0.0002018331,0.0013380559,0.0018023802,0.00074821414,0.0000777589,0.00022922197,0.00029195385,0.0000073541787],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024542755,0.00029249018,0.00018935179,0.6892471,0.3051186,0.0000010818419,0.000085360196,2.5622876e-8,1.4334633e-7,0.00008979913,0.0048356876,0.0001158957],"study_design_scores_gemma":[0.0008329632,0.00096495246,0.0005414724,0.18435144,0.78690994,0.000012095028,0.00005000675,0.0000100796415,0.000004169208,0.000035215064,0.026071353,0.00021629284],"about_ca_topic_score_codex":0.000015970027,"about_ca_topic_score_gemma":0.000015142877,"teacher_disagreement_score":0.50489557,"about_ca_system_score_codex":0.00027250953,"about_ca_system_score_gemma":0.00035772135,"threshold_uncertainty_score":0.9222888},"labels":[],"label_agreement":null},{"id":"W2897987013","doi":"10.1016/j.jalz.2018.06.1183","title":"P2‐490: VALIDATION OF NEUROCOGNITIVE FRAILTY INDEX (NFI) IN PEOPLE WITH HEART DISEASE","year":2018,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Université de Moncton","funders":"","keywords":"Dementia; Neurocognitive; Neuropsychology; Cognition; Cognitive decline; Psychology; Medicine; Gerontology; Disease; Clinical psychology; Psychiatry; Internal medicine","score_opus":0.026949242225637923,"score_gpt":0.2913389826966332,"score_spread":0.2643897404709953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897987013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99192226,0.0023466523,0.0004621773,0.0019299805,0.00017586893,0.0009505283,0.000026157855,0.00006073662,0.0021256686],"genre_scores_gemma":[0.99791914,0.000008341202,0.0006968851,0.001028122,0.00013409143,0.000058328438,0.00008959288,0.000035847068,0.00002964842],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854046,0.00007018408,0.00032669917,0.00036000364,0.00040912736,0.0002935432],"domain_scores_gemma":[0.99898547,0.000059230428,0.00011330994,0.0003838835,0.0002740375,0.00018409854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012921527,0.00018589788,0.0002774609,0.00016091918,0.000048733214,0.000014649089,0.000100623016,0.00005790179,0.0005886347],"category_scores_gemma":[0.0000800558,0.00016608491,0.000054143005,0.00039929603,0.00017362148,0.00019144168,0.00006500792,0.00015239995,0.00012671402],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008912619,0.0005031937,0.9851346,0.0000280883,0.0013964922,0.0000260559,0.0008820817,0.00001010759,0.0019328318,0.000039704668,0.0032598348,0.0058957166],"study_design_scores_gemma":[0.0025049807,0.00060388487,0.948711,0.00015979567,0.0044292053,0.000009688567,0.000113714406,0.00021741599,0.040878717,0.00010669425,0.002076156,0.00018874535],"about_ca_topic_score_codex":0.00037316783,"about_ca_topic_score_gemma":0.00037116205,"teacher_disagreement_score":0.038945884,"about_ca_system_score_codex":0.000008039276,"about_ca_system_score_gemma":0.0001556851,"threshold_uncertainty_score":0.6772746},"labels":[],"label_agreement":null},{"id":"W2898136999","doi":"10.1016/j.exger.2018.10.010","title":"A systematic review of the association between sedentary behaviors with frailty","year":2018,"lang":"en","type":"review","venue":"Experimental Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Seven Oaks General Hospital; Children's Hospital Research Institute of Manitoba; University of Manitoba; Research Manitoba; St. Boniface Hospital","funders":"Canadian Institutes of Health Research; Research Manitoba; Heart and Stroke Foundation of Canada","keywords":"CINAHL; Sedentary behavior; Observational study; Medicine; Gerontology; Association (psychology); Cohort study; Sedentary lifestyle; Meta-analysis; MEDLINE; Physical activity; Physical therapy; Psychology; Psychological intervention; Internal medicine","score_opus":0.06523527511600327,"score_gpt":0.387094233347646,"score_spread":0.3218589582316427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898136999","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000106195876,0.9928156,0.000002393593,0.00011618792,0.0004074555,0.0051119616,0.000076403434,0.000042391126,0.0013213907],"genre_scores_gemma":[0.00014134415,0.99436337,0.00016049141,0.00036759354,0.00022151868,0.0007571187,0.00024530943,0.00007528706,0.0036679877],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99645203,0.00066430116,0.0013896491,0.00046255003,0.00067355426,0.0003579359],"domain_scores_gemma":[0.99665767,0.00026716755,0.0017825859,0.0010524874,0.00013023529,0.00010988361],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041746435,0.0004967263,0.0044164127,0.000082861894,0.000066698885,0.000007803462,0.0004621895,0.00046079248,0.00030802572],"category_scores_gemma":[0.00023680409,0.00027656174,0.00074349897,0.00025946405,0.00020346379,0.000052087522,0.00016580182,0.00044145694,0.00011581872],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000068090603,0.00016279293,0.0002970915,0.99191856,0.001387762,0.000015264226,0.00022841351,8.6097346e-10,0.0000021479434,0.0000067536494,0.0045256703,0.0014487262],"study_design_scores_gemma":[0.0005201054,0.0005968604,0.00007794279,0.9255663,0.012992883,0.0004005987,0.00008878207,5.128564e-8,0.00015390325,7.330242e-7,0.05932646,0.00027539168],"about_ca_topic_score_codex":0.00008762073,"about_ca_topic_score_gemma":0.00002681141,"teacher_disagreement_score":0.06635228,"about_ca_system_score_codex":0.0012154405,"about_ca_system_score_gemma":0.00030320647,"threshold_uncertainty_score":0.99996865},"labels":[],"label_agreement":null},{"id":"W2898775263","doi":"10.1007/s10823-018-9360-x","title":"Age at First Birth, Parity and History of Hysterectomy Are Associated to Frailty Status: Cross-Sectional Analysis from the International Mobility in Aging Study -Imias","year":2018,"lang":"en","type":"article","venue":"Journal of Cross-Cultural Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Medicine; Demography; Advanced maternal age; Childbirth; Odds ratio; Confounding; Cross-sectional study; Hysterectomy; Parity (physics); Odds; Pregnancy; Gerontology; Obstetrics; Logistic regression; Fetus","score_opus":0.07383669117430226,"score_gpt":0.38021424448912555,"score_spread":0.3063775533148233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898775263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99667,0.000544105,0.000016975435,0.0009276999,0.001114096,0.00030013346,0.000106022555,0.000014294486,0.00030663854],"genre_scores_gemma":[0.9977556,0.000020169242,0.00015349785,0.000338541,0.00031161038,0.000008591412,0.000028753966,0.000011011161,0.0013722427],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972783,0.00020939957,0.0011564816,0.0003749266,0.0006421752,0.00033876573],"domain_scores_gemma":[0.99632317,0.00053562573,0.0009895327,0.0002929819,0.0016734715,0.00018522609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009435357,0.00022212545,0.0008451112,0.00021230386,0.00013891312,0.00009181663,0.00034088435,0.00018418643,0.0005608194],"category_scores_gemma":[0.0023688234,0.00014797116,0.00025892886,0.00030995088,0.0008744634,0.0003951023,0.00020961651,0.0005108121,0.0000053895187],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011052549,0.00056081003,0.98401326,0.000014592679,0.0012715363,0.00010011563,0.010294762,0.00009413841,0.00070115196,0.0000013468659,0.0016916733,0.00015136611],"study_design_scores_gemma":[0.0038250592,0.0006029408,0.9893098,0.000055306853,0.00022766825,0.000070466434,0.0010772011,0.0001673207,0.00008478533,0.000031726453,0.0044176774,0.00013005063],"about_ca_topic_score_codex":0.0037395924,"about_ca_topic_score_gemma":0.08531669,"teacher_disagreement_score":0.0815771,"about_ca_system_score_codex":0.0024966996,"about_ca_system_score_gemma":0.00013953487,"threshold_uncertainty_score":0.9313739},"labels":[],"label_agreement":null},{"id":"W2898825519","doi":"10.14283/jfa.2018.29","title":"Implementing Frailty Measures in the Canadian Healthcare System","year":2018,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; Research Institute for Aging; University of Waterloo; Alberta Health; University of Alberta","funders":"","keywords":"Operationalization; Health care; Medicine; Appeal; Vulnerability (computing); Gerontology; Nursing; Medical education; Computer science; Computer security; Political science","score_opus":0.07071597779522132,"score_gpt":0.3423220452515631,"score_spread":0.2716060674563418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898825519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90200925,0.002096208,0.0003772382,0.08569271,0.0008163494,0.0006184289,0.000014038823,0.000034476692,0.008341306],"genre_scores_gemma":[0.9945678,0.000030471927,0.0003477405,0.0034776777,0.0014082813,0.000003269918,0.0000022761192,0.000027963908,0.00013452889],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99688834,0.0004903768,0.00079509494,0.0001380447,0.0009006867,0.0007874508],"domain_scores_gemma":[0.99798,0.00026842087,0.00042712936,0.0005142391,0.00053313136,0.0002770573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057269135,0.00019372127,0.00037978057,0.0003059078,0.0006800644,0.0000833083,0.0006381013,0.0000849752,0.00005849043],"category_scores_gemma":[0.0003576336,0.00010796903,0.00012999607,0.00047060725,0.00016136878,0.00016337498,0.000060922146,0.0009722118,0.000031688607],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081209996,0.0002502931,0.38247097,0.0013858677,0.0011035019,0.0022809403,0.22227389,0.00010928055,0.01022263,0.004537138,0.08485281,0.2897006],"study_design_scores_gemma":[0.006606208,0.001600992,0.6646339,0.0069929617,0.00071636104,0.0145410625,0.065695174,0.0010172087,0.0038417873,0.00077557086,0.23289499,0.00068373553],"about_ca_topic_score_codex":0.14999607,"about_ca_topic_score_gemma":0.56230336,"teacher_disagreement_score":0.41230732,"about_ca_system_score_codex":0.0007016,"about_ca_system_score_gemma":0.0008554977,"threshold_uncertainty_score":0.8556642},"labels":[],"label_agreement":null},{"id":"W2898834355","doi":"10.1136/bmjqs-2018-008661","title":"External validation of the Hospital Frailty Risk Score and comparison with the Hospital-patient One-year Mortality Risk Score to predict outcomes in elderly hospitalised patients: a retrospective cohort study","year":2018,"lang":"en","type":"article","venue":"BMJ Quality & Safety","topic":"Frailty in Older Adults","field":"Medicine","cited_by":121,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; University of Alberta","funders":"Ontario Ministry of Health and Long-Term Care; Alberta Health Services","keywords":"Medicine; Retrospective cohort study; Emergency department; Emergency medicine; Framingham Risk Score; Hospital readmission; Cohort; Cohort study; Risk assessment; Internal medicine; Disease","score_opus":0.026960893485756983,"score_gpt":0.3263581092413061,"score_spread":0.2993972157555491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898834355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98491615,0.000025255933,0.00041539033,0.0012895411,0.00046567738,0.011832313,0.00078100327,0.00007447624,0.00020019313],"genre_scores_gemma":[0.9989304,0.000014581117,0.00032371085,0.00012871613,0.00014154913,0.00031388356,0.000055212928,0.000052014915,0.00003991977],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9933873,0.001150464,0.0017939775,0.0009831353,0.0021744382,0.0005107272],"domain_scores_gemma":[0.99521095,0.0003649288,0.001421109,0.0017390952,0.0010290234,0.00023492597],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026227054,0.00050811697,0.0012218043,0.00010931073,0.00037038547,0.000066940374,0.0004693272,0.00016966146,0.00004903167],"category_scores_gemma":[0.0028200897,0.00030414137,0.00020760967,0.000666257,0.00075121474,0.0002886471,0.0003758087,0.0007818457,0.0000118205735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000978277,0.0033421332,0.9714616,0.00005542334,0.0005442275,0.0000030613232,0.021815576,0.000023851577,0.0000074673326,0.000032577766,0.0003884161,0.0013474154],"study_design_scores_gemma":[0.0061157434,0.011025092,0.9745489,0.00044355728,0.0005613877,8.043355e-7,0.00637322,0.00005175185,0.00031345405,0.0001506362,0.000012508209,0.00040299215],"about_ca_topic_score_codex":0.008653629,"about_ca_topic_score_gemma":0.0035770887,"teacher_disagreement_score":0.015442355,"about_ca_system_score_codex":0.00048657955,"about_ca_system_score_gemma":0.00019665695,"threshold_uncertainty_score":0.99994105},"labels":[],"label_agreement":null},{"id":"W2898864994","doi":"10.14283/jfa.2018.32","title":"Policy and Economic Considerations for Frailty Screening in the Canadian Healthcare System","year":2018,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Medical Association; CARE Canada; Canadian Literacy and Learning Network","funders":"","keywords":"Health care; Workforce; Medicine; Legislation; Per capita; Health policy; Revenue; Service (business); Economic growth; Gerontology; Business; Environmental health; Finance; Economics; Political science; Marketing; Population","score_opus":0.0770692847301584,"score_gpt":0.34856513418685897,"score_spread":0.2714958494567006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898864994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75040454,0.0008509054,0.0010454737,0.2441054,0.00038669634,0.0008758497,0.000054857384,0.000019483596,0.0022567743],"genre_scores_gemma":[0.991547,0.0000252991,0.0019626431,0.0048439545,0.0015043734,0.0000057538427,0.0000019948725,0.000019095432,0.00008987995],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99868613,0.00017834551,0.0004959685,0.00010689006,0.00018038189,0.00035229794],"domain_scores_gemma":[0.998243,0.0008060852,0.0002476927,0.00027493428,0.00020988492,0.00021842441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017066741,0.00012922654,0.00028448616,0.00029939308,0.000566895,0.00008587406,0.00017851869,0.00006954366,0.000015643418],"category_scores_gemma":[0.00052129634,0.00008034991,0.0000692324,0.00012249741,0.00018222045,0.0001463731,0.000023232597,0.0004105045,0.000005651954],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017687314,0.00023373557,0.22774823,0.0023818747,0.0020181604,0.00088843337,0.3164677,0.0017878149,0.0041634594,0.15216723,0.13860025,0.15177439],"study_design_scores_gemma":[0.018377375,0.0033793275,0.7800468,0.007903727,0.0010348895,0.03780512,0.05250077,0.020635126,0.0020686449,0.017370842,0.057754174,0.001123162],"about_ca_topic_score_codex":0.1401156,"about_ca_topic_score_gemma":0.4737793,"teacher_disagreement_score":0.5522986,"about_ca_system_score_codex":0.0004051195,"about_ca_system_score_gemma":0.0012621427,"threshold_uncertainty_score":0.8656104},"labels":[],"label_agreement":null},{"id":"W2899192278","doi":"10.14283/jfa.2018.30","title":"Social and Societal Implications of Frailty, Including Impact on Canadian Healthcare Systems","year":2018,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Dalhousie University; Université Laval; University of Waterloo; Mount Saint Vincent University; Université de Moncton","funders":"","keywords":"Gerontology; Action (physics); Intervention (counseling); Medicine; Social policy; Health care; Social determinants of health; Call to action; Health policy; Public relations; Economic growth; Public health; Nursing; Political science; Business","score_opus":0.10852136492046154,"score_gpt":0.40654136233262,"score_spread":0.29801999741215845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899192278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95569694,0.0009291424,0.00013573296,0.041378524,0.0002475356,0.0002531858,0.00004629693,0.000013752646,0.0012988985],"genre_scores_gemma":[0.99761075,0.00007654909,0.00011420955,0.000832178,0.0011992956,0.0000016568765,0.000003938326,0.000028051612,0.0001333955],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838936,0.00013994118,0.00056323863,0.00012154946,0.0003954809,0.0003904326],"domain_scores_gemma":[0.9981226,0.00022208122,0.000503227,0.0002586011,0.00052862073,0.00036490973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009547587,0.00017587037,0.00044719383,0.00022908628,0.00049015955,0.000034017237,0.0002459219,0.00010871357,0.000035479265],"category_scores_gemma":[0.00015173358,0.00011672212,0.0001605338,0.00027329795,0.00028096116,0.00013430636,0.00005585862,0.0005621153,0.000007053204],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014113559,0.00049857347,0.40839803,0.001548412,0.0035503188,0.00014799675,0.16201343,0.00028935604,0.09603271,0.0055064224,0.19937661,0.12122677],"study_design_scores_gemma":[0.0025198453,0.0018189606,0.9796093,0.0016087602,0.00041649526,0.0022425356,0.004437338,0.0004931656,0.0015407312,0.0011129894,0.003907046,0.0002928285],"about_ca_topic_score_codex":0.03806389,"about_ca_topic_score_gemma":0.00818743,"teacher_disagreement_score":0.5712113,"about_ca_system_score_codex":0.000507581,"about_ca_system_score_gemma":0.00073360425,"threshold_uncertainty_score":0.9683417},"labels":[],"label_agreement":null},{"id":"W2899532186","doi":"10.1093/geroni/igy023.2617","title":"THE IMPACT OF CARDIAC REHABILITATION ON FRAILTY SEVERITY","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Rehabilitation; Medicine; Physical medicine and rehabilitation; Physical therapy","score_opus":0.026535326447741918,"score_gpt":0.3520808037335709,"score_spread":0.325545477285829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899532186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99075496,0.000015724032,0.0000889153,0.0028826909,0.00023715525,0.0002641945,0.0000050476215,0.000027672095,0.005723628],"genre_scores_gemma":[0.99889475,0.0000030805145,0.00059972965,0.00012666426,0.00015980005,0.000013307117,0.000013900382,0.000009135907,0.00017963532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910504,0.000051500487,0.00037642248,0.00012786583,0.0002074637,0.00013173318],"domain_scores_gemma":[0.99875665,0.0003330704,0.00012811937,0.00028997334,0.00047756243,0.000014642681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073623366,0.00007310651,0.00013280618,0.0002098669,0.00006127711,0.000010602997,0.000055726494,0.0000443616,0.00002795077],"category_scores_gemma":[0.0016121006,0.000051276373,0.000044970282,0.0011762497,0.00013983215,0.000080282254,0.00001698651,0.00015267127,0.00001880238],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003078367,0.00015359074,0.78723174,0.00007050687,0.00007479659,0.0000011330801,0.0058938647,0.00005939302,0.035195805,0.00564705,0.014627829,0.15073645],"study_design_scores_gemma":[0.0003942496,0.00041213058,0.98928964,0.00017629276,0.0000038129024,0.0000013538712,0.0002609049,0.00051565096,0.0053358506,0.0017978408,0.001757943,0.00005435708],"about_ca_topic_score_codex":0.00028440863,"about_ca_topic_score_gemma":0.000012346193,"teacher_disagreement_score":0.20205787,"about_ca_system_score_codex":0.00020239552,"about_ca_system_score_gemma":0.000083823565,"threshold_uncertainty_score":0.20909898},"labels":[],"label_agreement":null},{"id":"W2899617256","doi":"10.1093/geroni/igy023.2651","title":"DETERMINATION OF CLINICALLY MEANINGFUL CHANGES IN FRAILTY MEASURES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Medicine; Frailty Index; Quality of life (healthcare); Gerontology; Cohort; EQ-5D; Cohort study; Physical therapy; Demography; Internal medicine; Health related quality of life; Disease","score_opus":0.07997769500942459,"score_gpt":0.37163991718788475,"score_spread":0.29166222217846016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899617256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864354,0.000016098713,0.0047146245,0.0033612228,0.00023706572,0.00023823041,0.0000014152923,0.00003771712,0.004958183],"genre_scores_gemma":[0.9911712,0.000006054344,0.007680515,0.0007637641,0.00017701607,0.000015298448,0.000012459011,0.0000127202675,0.00016097717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858385,0.000042571282,0.00076430873,0.0001837765,0.00027501342,0.0001504645],"domain_scores_gemma":[0.99890196,0.00011234872,0.00025016975,0.00018946912,0.0005300434,0.000016016984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011681373,0.00008264351,0.00019976495,0.00075023953,0.000016854656,0.000007464486,0.000075645876,0.000085931184,0.000058746304],"category_scores_gemma":[0.0021044398,0.000084359446,0.000014277023,0.0014853539,0.0000905941,0.00009872184,0.000029618566,0.0001808325,0.00001029351],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009758582,0.00012484987,0.62449294,0.00011156526,0.0000074316863,0.000012823394,0.005128981,0.000003426779,0.06309483,0.0010448273,0.00018712504,0.3056936],"study_design_scores_gemma":[0.0039176675,0.0005721922,0.89643997,0.0019473567,0.000015219368,0.000027125865,0.00077272183,0.0042175576,0.08521798,0.0031347012,0.0034869679,0.0002505069],"about_ca_topic_score_codex":0.00008332863,"about_ca_topic_score_gemma":0.00054970867,"teacher_disagreement_score":0.3054431,"about_ca_system_score_codex":0.00008675318,"about_ca_system_score_gemma":0.00006086993,"threshold_uncertainty_score":0.34400782},"labels":[],"label_agreement":null},{"id":"W2899715981","doi":"10.1093/geroni/igy023.2654","title":"EXAMINING THE IMPACT OF UPRIGHT TIME ON FRAILTY CHANGES IN ACUTE CARE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Acute care; Physical therapy; Internal medicine; Anesthesia","score_opus":0.04634124996604649,"score_gpt":0.34550351220890907,"score_spread":0.2991622622428626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899715981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912899,0.000024308854,0.000034232227,0.001650996,0.00009948007,0.00024928703,0.000006544894,0.000027158841,0.006618075],"genre_scores_gemma":[0.9987593,0.0000029218827,0.00022294016,0.000444428,0.00016237477,0.000014251377,0.00003516273,0.000015100122,0.00034347965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991167,0.000033458342,0.00031310972,0.00016355603,0.00019372908,0.00017941273],"domain_scores_gemma":[0.99924475,0.00009305762,0.00013266031,0.00027322606,0.00024244214,0.000013867924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031873962,0.00010458059,0.00017729585,0.00054295454,0.000031540672,0.000010009448,0.00009777342,0.00006027586,0.00018377375],"category_scores_gemma":[0.00020409717,0.00007127736,0.000017250586,0.0015509416,0.000078745696,0.00006590126,0.000033861314,0.00021702441,0.000035976915],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024319513,0.00013958986,0.6243977,0.00011169267,0.00012475792,0.000051992105,0.051544838,0.000115253526,0.22124055,0.00064117386,0.0039793476,0.09740989],"study_design_scores_gemma":[0.0014091319,0.000504761,0.94689834,0.00087852584,0.000010153866,0.000012564814,0.000971867,0.0008194227,0.047840357,0.00013849017,0.00040337717,0.0001130217],"about_ca_topic_score_codex":0.00023798442,"about_ca_topic_score_gemma":0.00008736147,"teacher_disagreement_score":0.32250062,"about_ca_system_score_codex":0.00020692067,"about_ca_system_score_gemma":0.000066269786,"threshold_uncertainty_score":0.29066065},"labels":[],"label_agreement":null},{"id":"W2899788222","doi":"10.1186/s12877-018-0955-4","title":"Prevalence of frailty, cognitive impairment, and sarcopenia in outpatients with cardiometabolic disease in a frailty clinic","year":2018,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Center for Geriatrics and Gerontology","keywords":"Medicine; Sarcopenia; Montreal Cognitive Assessment; Outpatient clinic; Gerontology; Dementia; Physical therapy; Population; Disease; Diabetes mellitus; Cognition; Observational study; Internal medicine; Psychiatry","score_opus":0.036308028982448975,"score_gpt":0.31812715448325757,"score_spread":0.28181912550080856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899788222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99629223,0.001298572,0.00013914226,0.000060247596,0.0001369169,0.0014066254,0.00016535635,0.000025012747,0.00047588695],"genre_scores_gemma":[0.9972558,0.00032296553,0.0015206356,0.000095292904,0.00012464383,0.000069035785,0.000019164268,0.000032201744,0.00056028453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800867,0.00013722501,0.0005454903,0.00049215695,0.0004454883,0.00037098516],"domain_scores_gemma":[0.9986774,0.00022672696,0.00020884302,0.00038727268,0.0002406486,0.00025913195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037397508,0.00022830958,0.00052580796,0.00046235256,0.000027690003,0.000013741994,0.00013088895,0.00010130755,0.0001245021],"category_scores_gemma":[0.00087007985,0.00019615892,0.00006535608,0.0010083759,0.00028693164,0.00015011951,0.0001475951,0.00021050256,0.000041831143],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022139216,0.00043158265,0.99309415,0.0008970499,0.000025850119,0.000034247074,0.0010794196,0.000001947614,0.000029234425,0.000003591282,0.00010747871,0.0020815432],"study_design_scores_gemma":[0.009045191,0.0011452172,0.98810124,0.0006746789,0.00021085565,0.000008356785,0.0001738566,0.00014864419,0.0001284368,0.000055563843,0.00010574059,0.00020221014],"about_ca_topic_score_codex":0.00031753612,"about_ca_topic_score_gemma":0.00036417527,"teacher_disagreement_score":0.0068312692,"about_ca_system_score_codex":0.00007111564,"about_ca_system_score_gemma":0.000391599,"threshold_uncertainty_score":0.79991287},"labels":[],"label_agreement":null},{"id":"W2899855832","doi":"10.1093/geroni/igy023.2649","title":"DEFINING MINIMAL IMPORTANT DIFFERENCES AND ESTABLISHING CATEGORIES FOR THE FRAILTY INDEX","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Frailty Index; Medicine; Gerontology; Demography; Population; Bootstrapping (finance); Environmental health","score_opus":0.037670173653120594,"score_gpt":0.31335969931653784,"score_spread":0.27568952566341726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899855832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866662,0.00025926012,0.0063142795,0.005436343,0.0003293801,0.00029691804,0.0000053280787,0.000045962326,0.00064629957],"genre_scores_gemma":[0.9966282,0.0000105764375,0.0020333189,0.00083652255,0.00025639907,0.000051230734,0.000014971514,0.000013620991,0.00015512637],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897116,0.000011873617,0.00044213532,0.00019872104,0.0001703822,0.00020574761],"domain_scores_gemma":[0.99897164,0.0004384134,0.00015564598,0.000153743,0.00026066607,0.00001989728],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005950485,0.00010325766,0.00015084838,0.00022366532,0.00016969495,0.00010217773,0.0000802115,0.000056767465,0.000020357827],"category_scores_gemma":[0.0012988201,0.00007416041,0.000012855707,0.000745877,0.00017201362,0.00022149563,0.000047141362,0.00017652372,0.0000013862498],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055025004,0.0000143122115,0.9527864,0.00005568978,0.000019331505,0.0000030628837,0.0051399437,0.0000010317506,0.0010780304,0.015848676,0.0005888515,0.02440968],"study_design_scores_gemma":[0.001270232,0.00012224086,0.9782219,0.00023634023,0.000019313877,0.000028872144,0.0039501307,0.0069166925,0.0015299631,0.0043582665,0.0032084151,0.00013764518],"about_ca_topic_score_codex":0.00027837857,"about_ca_topic_score_gemma":0.00021158106,"teacher_disagreement_score":0.025435522,"about_ca_system_score_codex":0.000037053087,"about_ca_system_score_gemma":0.00007899411,"threshold_uncertainty_score":0.30241737},"labels":[],"label_agreement":null},{"id":"W2899867102","doi":"10.1097/phm.0000000000001092","title":"Comparing Assessments of Physical Functional Independence in Older Adults With Mobility Limitations","year":2018,"lang":"en","type":"article","venue":"American Journal of Physical Medicine & Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Functional Independence Measure; Medicine; Gerontology; Activities of daily living; Independence (probability theory); Family caregivers; Functional training; Physical therapy; Clinical psychology; Psychology","score_opus":0.023042289647263958,"score_gpt":0.3303507382665415,"score_spread":0.30730844861927753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899867102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99550956,0.000016604099,0.0016677948,0.0017878608,0.00010592454,0.00043545276,0.0000022000934,0.000013694217,0.00046090642],"genre_scores_gemma":[0.9951526,7.779542e-7,0.0039767697,0.000105641586,0.00070242846,0.000020285786,0.000008466838,0.000020474145,0.000012573856],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99724746,0.00020992602,0.0007319031,0.0002971545,0.0012787739,0.0002348053],"domain_scores_gemma":[0.99473846,0.0024000367,0.0007385415,0.00029465294,0.0016210901,0.00020720784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052438775,0.0002055144,0.00090367673,0.00033981682,0.000040326704,0.000004795875,0.00013568385,0.00003333108,0.00002223837],"category_scores_gemma":[0.0017876778,0.00014411776,0.0001446638,0.0009748128,0.0019742304,0.00032127442,0.000026358646,0.00052597706,0.0000054123993],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0074601304,0.008073476,0.4272174,0.00048222032,0.0002775464,0.000024260358,0.047078982,0.00083214644,0.010469123,0.0009852359,0.00019032444,0.49690917],"study_design_scores_gemma":[0.0049119582,0.08805427,0.88718396,0.0023119391,0.00015006035,0.00004047464,0.010842259,0.0055914046,0.00028826343,0.00048156132,0.000022507706,0.00012131456],"about_ca_topic_score_codex":0.00022203606,"about_ca_topic_score_gemma":0.0000763097,"teacher_disagreement_score":0.49678785,"about_ca_system_score_codex":0.00021491619,"about_ca_system_score_gemma":0.00025667882,"threshold_uncertainty_score":0.7274134},"labels":[],"label_agreement":null},{"id":"W2899962306","doi":"10.1093/geroni/igy023.2650","title":"DEFINING OPPORTUNITIES FOR NATIONAL SURVEY DATA TO IDENTIFY RISKS FOR FRAILTY AND MALNUTRITION","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Malnutrition; Medicine; National Health Interview Survey; Gerontology; National Health and Nutrition Examination Survey; Environmental health; Health care; Population; Weight loss; Obesity","score_opus":0.49662714878824255,"score_gpt":0.4757914553974941,"score_spread":0.020835693390748422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899962306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9179584,0.000053350705,0.06957227,0.008421575,0.0004477722,0.001161743,0.0014257864,0.000065894055,0.0008932396],"genre_scores_gemma":[0.96666354,0.0000038152207,0.026350122,0.002166914,0.0002852131,0.000126637,0.004004957,0.000019448875,0.00037937114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989161,0.000025677158,0.00041186673,0.0002775767,0.00020417671,0.00016459126],"domain_scores_gemma":[0.9980296,0.0004513398,0.000106491505,0.00020231403,0.0011786679,0.00003162609],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002071292,0.000086259206,0.00013781147,0.0005049059,0.00010223587,0.000054223077,0.000100763515,0.000057659967,0.000024019544],"category_scores_gemma":[0.003522314,0.00009781197,0.000009025524,0.0005281862,0.000050658637,0.00030302984,0.00007839409,0.00007477394,0.000003841054],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012182088,0.00029808146,0.42089114,0.0014754799,0.00016438741,0.000008186082,0.003295586,0.000015777692,0.027134437,0.05272397,0.3667407,0.12603405],"study_design_scores_gemma":[0.0035410544,0.0002202213,0.9447657,0.00058772945,0.000017752225,0.000019702222,0.00071538385,0.0056412136,0.0027164272,0.005999068,0.035541546,0.00023422256],"about_ca_topic_score_codex":0.00008050289,"about_ca_topic_score_gemma":0.0003026146,"teacher_disagreement_score":0.5238745,"about_ca_system_score_codex":0.00007019262,"about_ca_system_score_gemma":0.00011210425,"threshold_uncertainty_score":0.42167932},"labels":[],"label_agreement":null},{"id":"W2899995770","doi":"10.1016/j.jgo.2018.10.018","title":"Performance of the Vulnerable Elders Survey 13 screening tool in identifying cancer treatment modification after geriatric assessment in pre-treatment patients: A retrospective analysis","year":2018,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital","funders":"Princess Margaret Hospital Foundation","keywords":"Medicine; Geriatric oncology; Logistic regression; Internal medicine; Cancer; Retrospective cohort study; Cancer treatment; Physical therapy","score_opus":0.031395756334512206,"score_gpt":0.3564424305126462,"score_spread":0.325046674178134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899995770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99772376,0.00028872667,0.00027266055,0.00035275545,0.00050543057,0.00070668856,0.000022588938,0.000004600281,0.0001227809],"genre_scores_gemma":[0.99684817,0.0010954732,0.0014014451,0.000036610127,0.0002238559,0.000097365526,0.000010090711,0.000015909296,0.00027106673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970978,0.00072001,0.0011534012,0.00027718119,0.0004381763,0.0003134305],"domain_scores_gemma":[0.9975807,0.0002700257,0.0011334398,0.00033043502,0.0006227976,0.000062594576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012870095,0.00021087364,0.0008988042,0.00096985284,0.00008317804,0.000016301803,0.00015689367,0.00015498727,0.00015328793],"category_scores_gemma":[0.00023735863,0.00013919284,0.0002504769,0.0021836457,0.00008218208,0.00022530745,0.000043288957,0.0003580336,0.0000015879822],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013694395,0.0011630632,0.97616273,0.000026857957,0.00062401424,0.000013885133,0.0019741799,0.0022060173,0.00023253191,4.942488e-7,0.00004845233,0.01617835],"study_design_scores_gemma":[0.006263628,0.004831205,0.98324716,0.000091328555,0.0010088524,0.000011856405,0.00014302973,0.003804219,0.0004043279,0.0000058892792,0.00007838916,0.000110117246],"about_ca_topic_score_codex":0.004526319,"about_ca_topic_score_gemma":0.010071682,"teacher_disagreement_score":0.016068233,"about_ca_system_score_codex":0.005056932,"about_ca_system_score_gemma":0.000803807,"threshold_uncertainty_score":0.9987625},"labels":[],"label_agreement":null},{"id":"W2900024294","doi":"10.1097/ta.0000000000002084","title":"The impact of frailty on acute care general surgery patients: A systematic review","year":2018,"lang":"en","type":"review","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Manitoba","funders":"","keywords":"Medicine; Confidence interval; Odds ratio; Scopus; Frailty Index; MEDLINE; Meta-analysis; Emergency medicine; Intensive care medicine; Internal medicine","score_opus":0.043088224928835815,"score_gpt":0.40017980969265465,"score_spread":0.35709158476381886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900024294","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002694147,0.99439764,0.000007736797,0.0001405922,0.00084485754,0.0014625528,0.00022685262,0.000015063161,0.00021055836],"genre_scores_gemma":[0.017006537,0.9819621,0.0000076132587,0.00014920945,0.0007017902,0.000031778134,0.000044138284,0.000058170026,0.000038691116],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9953262,0.0011841607,0.0021223528,0.00021046432,0.0007902181,0.00036658318],"domain_scores_gemma":[0.9930677,0.0020546403,0.001039469,0.00070445426,0.0028585081,0.00027526126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012077995,0.00053008215,0.0033410734,0.0002102122,0.0003239887,0.00005490783,0.00027643502,0.00028423071,0.00004490554],"category_scores_gemma":[0.0034238307,0.0002257808,0.0019953034,0.00036016575,0.00046039317,0.000113640715,0.00005232939,0.0009833181,0.00001160594],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001537049,0.00015878933,0.0002131345,0.90694374,0.0015156028,0.000015061003,0.0005824687,1.2666773e-7,1.2874304e-7,0.0000299091,0.023740983,0.06664633],"study_design_scores_gemma":[0.00057554897,0.0062871785,0.0010343351,0.92148757,0.031526655,0.0018793552,0.0003147814,6.769498e-7,0.0000053289614,0.0000579657,0.03640994,0.00042066033],"about_ca_topic_score_codex":0.00008911631,"about_ca_topic_score_gemma":0.000017331304,"teacher_disagreement_score":0.06622567,"about_ca_system_score_codex":0.00047070926,"about_ca_system_score_gemma":0.00050711527,"threshold_uncertainty_score":0.9207074},"labels":[],"label_agreement":null},{"id":"W2900046724","doi":"10.1093/geroni/igy023.1359","title":"VALIDATION OF A CLAIMS-BASED FRAILTY INDEX AGAINST PHYSICAL PERFORMANCE AND CLINICAL OUTCOMES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Medicine; Grip strength; Quartile; Gerontology; Odds; Comorbidity; Health and Retirement Study; Population; Odds ratio; Index (typography); Physical therapy; Logistic regression; Environmental health; Confidence interval; Internal medicine","score_opus":0.05385845968636331,"score_gpt":0.37786583710195887,"score_spread":0.32400737741559554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900046724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959454,0.0000022678103,0.0013938518,0.0013384682,0.00016170656,0.00019759277,0.0000019675012,0.000037624235,0.00092112395],"genre_scores_gemma":[0.9977481,0.0000024332533,0.0010317983,0.0009193468,0.00017871818,0.0000075711005,0.000025953805,0.000011830393,0.00007426816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881935,0.00003304288,0.00059479143,0.00019171434,0.00023241261,0.00012870689],"domain_scores_gemma":[0.99908966,0.0001531056,0.00019756806,0.00020007238,0.00033444437,0.000025154279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049225823,0.00009433798,0.00024532672,0.00031405556,0.00003316568,0.000009861251,0.000051356354,0.00007150395,0.000012938317],"category_scores_gemma":[0.00042485513,0.00008574701,0.00002806141,0.000825957,0.0001896171,0.00014035172,0.000027590952,0.00021778986,0.000008360256],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004779949,0.0001224876,0.9632157,0.00006641504,0.0000144350115,0.0000011842353,0.0003375183,0.000021782502,0.0020981205,0.00014808348,0.000106874286,0.033819586],"study_design_scores_gemma":[0.0021556353,0.00016687486,0.9596736,0.000249328,0.000010324074,0.0000013399057,0.00005236453,0.025303595,0.01192894,0.00013565061,0.00024038863,0.00008197713],"about_ca_topic_score_codex":0.000015506686,"about_ca_topic_score_gemma":0.0000039978336,"teacher_disagreement_score":0.03373761,"about_ca_system_score_codex":0.000043057225,"about_ca_system_score_gemma":0.00007890385,"threshold_uncertainty_score":0.34966615},"labels":[],"label_agreement":null},{"id":"W2900213910","doi":"10.1093/geroni/igy023.3085","title":"INVESTIGATING THE PSYCHOMETRIC PROPERTIES OF THE PICTORIAL FIT-FRAIL SCALE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Martha's Regional Hospital; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Reliability (semiconductor); Scale (ratio); Physical therapy","score_opus":0.06452350035490871,"score_gpt":0.3067412089660803,"score_spread":0.2422177086111716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900213910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855029,0.000054576598,0.0000846888,0.009737838,0.0012898453,0.00031229094,8.757952e-7,0.000028487622,0.002988516],"genre_scores_gemma":[0.99682254,0.0000013802379,0.0005573254,0.0012692235,0.00085580244,0.000018978302,0.0000013075429,0.000012195058,0.00046127453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886835,0.000048068963,0.00046648303,0.00013514308,0.00033677052,0.0001452103],"domain_scores_gemma":[0.9989806,0.000054818804,0.00019625218,0.00034707526,0.0004081658,0.000013123238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005794836,0.000080380814,0.000120422395,0.0003132753,0.00010572346,0.000020119323,0.00018330543,0.000046404646,0.000025952313],"category_scores_gemma":[0.0018967112,0.000044287874,0.000022610688,0.0046135057,0.00031580983,0.0000885675,0.00006650861,0.00023403973,0.000009501714],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025389725,0.00007405922,0.7369914,0.00015710734,0.000025151823,2.7175722e-7,0.012035136,0.000015353131,0.21832351,0.0014643233,0.0055239685,0.025364332],"study_design_scores_gemma":[0.0018156895,0.000097423515,0.8029002,0.001463441,0.000019021261,0.000015072231,0.001106837,0.00081397797,0.1830522,0.0013813946,0.0071926145,0.00014210897],"about_ca_topic_score_codex":0.00011621665,"about_ca_topic_score_gemma":0.00003323905,"teacher_disagreement_score":0.065908834,"about_ca_system_score_codex":0.000060216054,"about_ca_system_score_gemma":0.000092850256,"threshold_uncertainty_score":0.22706774},"labels":[],"label_agreement":null},{"id":"W2900301835","doi":"10.1093/geroni/igy023.1647","title":"A HOME-BASED PHYSICAL ACTIVITY AT DISCHARGE FROM A GERIATRIC UNIT: FEASIBILITY, ACCEPTABILITY AND HEALTH BENEFITS","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"","keywords":"Medicine; Physical therapy; Medical prescription; Autonomy; Activities of daily living; Gerontology; Nursing","score_opus":0.07205117859872642,"score_gpt":0.3660934161489495,"score_spread":0.2940422375502231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900301835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879323,0.00003654629,0.00061446184,0.0103501575,0.00017632158,0.00060616946,0.00005322746,0.00009414737,0.00013661542],"genre_scores_gemma":[0.99768764,0.000002691203,0.0009997976,0.0008042715,0.0003317803,0.000025987923,0.0000881324,0.00001980282,0.00003990791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985131,0.000085652435,0.0003493672,0.00047835443,0.00028593602,0.0002875816],"domain_scores_gemma":[0.99893695,0.00014427087,0.00019134847,0.00041978635,0.0002273877,0.00008024204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005758191,0.00016526294,0.000340923,0.00031122958,0.00012680575,0.000029460325,0.00007507188,0.00006446622,0.00010571686],"category_scores_gemma":[0.00026184117,0.0001584873,0.000029639697,0.0017214661,0.00014481669,0.00020020598,0.000114174596,0.00025803765,0.000017381015],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014529019,0.0004905124,0.94177663,0.00011870939,0.000009536772,0.0000010585317,0.0012852604,0.0000035762016,0.0026760807,0.00023088702,0.00012746951,0.053134993],"study_design_scores_gemma":[0.0024481746,0.00017513783,0.9898545,0.000114294344,0.000008199659,0.000002442777,0.00005675706,0.002534817,0.0040249727,0.00050428364,0.00014098278,0.0001354419],"about_ca_topic_score_codex":0.0010586433,"about_ca_topic_score_gemma":0.00057557825,"teacher_disagreement_score":0.05299955,"about_ca_system_score_codex":0.00046505584,"about_ca_system_score_gemma":0.000192298,"threshold_uncertainty_score":0.64629245},"labels":[],"label_agreement":null},{"id":"W2900311808","doi":"10.1093/geroni/igy023.342","title":"LONG-TERM ASPIRIN USE IS ASSOCIATED WITH A LOWER PREVALENCE OF FRAILTY IN MEN: THE PHYSICIANS’ HEALTH STUDY","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Aspirin; Medicine; Logistic regression; Odds ratio; Cohort; Stroke (engine); Cohort study; Internal medicine; Randomized controlled trial","score_opus":0.054381807704192035,"score_gpt":0.34854726048555035,"score_spread":0.2941654527813583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900311808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99480605,0.0000223106,0.00019695709,0.0035634986,0.00009184879,0.0009926702,0.00000710242,0.000032004747,0.0002875508],"genre_scores_gemma":[0.99678755,0.000004213149,0.00009123188,0.0023372723,0.000060159913,0.00003720813,0.00001206338,0.000019325542,0.00065097795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983476,0.000111366106,0.0006172221,0.00026262406,0.00041699625,0.00024422916],"domain_scores_gemma":[0.998681,0.00010866829,0.00038073794,0.00038900707,0.00042379202,0.00001679632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086773944,0.0001296831,0.00026430128,0.0003151271,0.000048869486,0.000019777115,0.00013185453,0.000040232335,0.00004857704],"category_scores_gemma":[0.00031325125,0.0000977814,0.000015162691,0.0025060137,0.0001292809,0.00021575677,0.000044271535,0.00028357448,0.000005233309],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007391537,0.0006342643,0.9799631,0.00011149335,0.000039371465,0.00001465745,0.013914006,0.000006935197,0.00044358184,0.000037473565,0.0004699522,0.0042912206],"study_design_scores_gemma":[0.0023897218,0.00068778347,0.9929988,0.0021125388,0.0000122926,0.0000029232608,0.0006608247,0.00029435204,0.0007019332,0.000025646881,0.000021748314,0.00009144024],"about_ca_topic_score_codex":0.0004159052,"about_ca_topic_score_gemma":0.0008084082,"teacher_disagreement_score":0.013253181,"about_ca_system_score_codex":0.00022949689,"about_ca_system_score_gemma":0.00013675247,"threshold_uncertainty_score":0.39874095},"labels":[],"label_agreement":null},{"id":"W2900373817","doi":"10.1093/geroni/igy023.2648","title":"COMPARISONS OF AUTOMATICALLY AND MANUALLY ACQUIRED GAIT SPEED IN KOREAN RURAL COMMUNITY DWELLING OLDER PEOPLE","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Medicine; Standard deviation; Statistics; Mathematics","score_opus":0.031618142281555274,"score_gpt":0.31993805949972265,"score_spread":0.28831991721816735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900373817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99263096,0.000015494132,0.002574283,0.0019827262,0.000090418376,0.00030536638,0.0000028348106,0.000057369685,0.0023405692],"genre_scores_gemma":[0.99457633,0.0000024549238,0.0047762436,0.00043580908,0.000052454678,0.0000047059953,0.00004741439,0.000016234926,0.00008835979],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985748,0.00010209602,0.00076792564,0.00012066716,0.00021789515,0.00021660136],"domain_scores_gemma":[0.9990197,0.00020497174,0.00017825674,0.00028603396,0.00027880855,0.00003224869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086147,0.00012145934,0.0003276952,0.0005485243,0.0000658439,0.000020890307,0.00011128314,0.000073705334,0.00006135761],"category_scores_gemma":[0.000360766,0.00012620928,0.00001547723,0.0013559986,0.00017271643,0.00014801875,0.000086640146,0.00028194964,0.000007844558],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007051056,0.00029065108,0.94444686,0.00034677135,0.000022803226,0.000006387721,0.024654415,0.00004743054,0.023116102,0.0021084691,0.0007046142,0.004185009],"study_design_scores_gemma":[0.0022596668,0.00009902115,0.962065,0.0011631162,0.00001072808,0.000019985682,0.004214915,0.024095554,0.005300183,0.00062083313,0.000029701181,0.000121327175],"about_ca_topic_score_codex":0.00090789516,"about_ca_topic_score_gemma":0.0008360685,"teacher_disagreement_score":0.024048124,"about_ca_system_score_codex":0.00007928664,"about_ca_system_score_gemma":0.000052635743,"threshold_uncertainty_score":0.5146665},"labels":[],"label_agreement":null},{"id":"W2900448715","doi":"10.1093/geroni/igy023.2647","title":"COMMUNITY-BASED COMPREHENSIVE GERIATRIC ASSESSMENT CLINICAL DECISION ALGORITHMS AND PRACTICE GUIDELINES","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; Bruyère","funders":"","keywords":"Context (archaeology); Geriatrics; Outreach; Clinical Practice; Consistency (knowledge bases); Medicine; Medical education; Psychology; Nursing; Computer science; Artificial intelligence; Psychiatry","score_opus":0.17520345335961232,"score_gpt":0.49907708386299443,"score_spread":0.32387363050338214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900448715","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8620764,0.00008471016,0.10093595,0.032899518,0.000907035,0.0004907768,0.0000041925045,0.00010671569,0.00249473],"genre_scores_gemma":[0.5450988,0.000033342065,0.43159732,0.022566365,0.00052017457,0.000014399082,0.000069537535,0.000020478503,0.00007957359],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977673,0.00035651165,0.0011606638,0.0002172811,0.00033246542,0.00016572385],"domain_scores_gemma":[0.9938377,0.0021231757,0.00032026274,0.0003829492,0.0032911696,0.00004471391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031653277,0.00012662662,0.00026074584,0.00048765133,0.00015210449,0.000044867393,0.000092819675,0.0001006177,0.000025240608],"category_scores_gemma":[0.006896738,0.00012000652,0.000022596229,0.0014361119,0.00015613821,0.0002088794,0.000097903554,0.0006028847,0.000016232712],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005733999,0.0008914663,0.1392412,0.00022200111,0.000090060596,0.00008346296,0.0012437431,0.00009872939,0.004799619,0.0010707309,0.045307346,0.80637825],"study_design_scores_gemma":[0.010297899,0.0010062003,0.71143997,0.0011936177,0.000085252774,0.00021134646,0.0026610272,0.036291733,0.0005323499,0.001325283,0.23457885,0.0003765011],"about_ca_topic_score_codex":0.00018468002,"about_ca_topic_score_gemma":0.00001424878,"teacher_disagreement_score":0.8060017,"about_ca_system_score_codex":0.00009915086,"about_ca_system_score_gemma":0.0001846211,"threshold_uncertainty_score":0.8256538},"labels":[],"label_agreement":null},{"id":"W2900519100","doi":"10.3390/geriatrics3040079","title":"Successful Aging and Frailty: A Systematic Review","year":2018,"lang":"en","type":"review","venue":"Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Ministerio de Economía y Competitividad","keywords":"Operationalization; Medicine; Gerontology; Frailty Index; Systematic review; Relevance (law); MEDLINE; Epistemology","score_opus":0.05040341670660985,"score_gpt":0.3506748130191208,"score_spread":0.30027139631251093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900519100","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[6.022468e-7,0.9934295,0.00004508541,0.00022845907,0.0005166895,0.004745231,0.000043525863,0.00014518853,0.000845744],"genre_scores_gemma":[2.671807e-7,0.9946711,0.0006385529,0.0006244905,0.0007610369,0.0003092906,0.00013353297,0.00011855955,0.002743182],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99672157,0.00026191384,0.0014303295,0.00064896245,0.0005107952,0.00042642473],"domain_scores_gemma":[0.997035,0.0004050286,0.00086957234,0.0012083813,0.00020778239,0.0002742364],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00089585246,0.0006136032,0.0052056285,0.00030910762,0.00008030401,0.00007170553,0.00031729665,0.00038855762,0.00012883321],"category_scores_gemma":[0.0019177701,0.0004385579,0.00055598194,0.00089711655,0.00008457987,0.00007758954,0.00021900666,0.0005148098,0.00062595995],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[6.2630716e-7,0.000017132612,0.000001857041,0.9406254,0.00019920888,0.00006967428,0.000025420031,7.619685e-10,1.0614653e-8,0.00001036217,0.012132416,0.046917856],"study_design_scores_gemma":[0.00012118909,0.000042212945,2.739672e-7,0.51681596,0.009478768,0.0007574107,0.0000039601673,8.2666384e-7,3.9792504e-8,0.0000060698817,0.47255394,0.00021932444],"about_ca_topic_score_codex":0.000013036151,"about_ca_topic_score_gemma":0.0000027854812,"teacher_disagreement_score":0.46042153,"about_ca_system_score_codex":0.0001762574,"about_ca_system_score_gemma":0.00037984096,"threshold_uncertainty_score":0.99980664},"labels":[],"label_agreement":null},{"id":"W2900692888","doi":"10.1108/qaoa-11-2017-0044","title":"Impact of a home-based nutrition and exercise intervention in improving functional capacity associated with falls among rural seniors in Canada","year":2018,"lang":"en","type":"article","venue":"Quality in Ageing and Older Adults","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Acadia University; University of Regina","funders":"","keywords":"Medicine; Flexibility (engineering); Context (archaeology); Physical therapy; Intervention (counseling); Gerontology; Randomized controlled trial; Nutrition Education; Physical medicine and rehabilitation; Nursing","score_opus":0.013780990363415166,"score_gpt":0.26334508640652327,"score_spread":0.24956409604310809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900692888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990725,0.0000860593,0.00005547439,0.00008252459,0.000058186302,0.00057246845,0.000044003507,0.000016796734,0.00001198644],"genre_scores_gemma":[0.99971944,0.000010635744,0.00007408519,0.000026755753,0.000023849472,0.000033454013,0.000083791456,0.000013315633,0.000014645368],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983872,0.00019184063,0.0005483263,0.0002809096,0.00029840227,0.00029333076],"domain_scores_gemma":[0.9992279,0.00018455475,0.0002042003,0.00014458197,0.000130337,0.00010846051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000596939,0.00018197065,0.0004350357,0.00026187938,0.000033531665,0.000016750888,0.000038305072,0.00010671888,0.000017121716],"category_scores_gemma":[0.00031646193,0.00016000742,0.000050195053,0.00032291585,0.00015625644,0.00017672098,0.000020989115,0.00028721706,1.7283669e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009007244,0.00039700232,0.9870784,0.00061486464,0.00002075302,0.00004160936,0.0025583021,0.00002809477,0.00035442912,7.7938927e-7,0.000016578782,0.00798843],"study_design_scores_gemma":[0.012720569,0.00037355037,0.97004807,0.009149933,0.000020174093,0.0000058106048,0.0025771675,0.0045604664,0.00035399658,0.00001775379,1.635607e-7,0.00017231944],"about_ca_topic_score_codex":0.913925,"about_ca_topic_score_gemma":0.9735588,"teacher_disagreement_score":0.059633784,"about_ca_system_score_codex":0.00077255594,"about_ca_system_score_gemma":0.00025121757,"threshold_uncertainty_score":0.6524913},"labels":[],"label_agreement":null},{"id":"W2900738533","doi":"10.1186/s12877-018-0960-7","title":"Patient-centred access to health care: a framework analysis of the care interface for frail older adults","year":2018,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Consumers, Health and Food Executive Agency; Universitat de València; McMaster University; European Commission; Consumers, Health, Agriculture and Food Executive Agency; Istituto di Ricerche Farmacologiche Mario Negri - IRCCS; Universidade de Aveiro; American Heart Association","keywords":"Medicine; Rehabilitation; Older people; Interface (matter); Gerontology; Health care; Nursing; Physical therapy","score_opus":0.0237154921871961,"score_gpt":0.3255452247416935,"score_spread":0.3018297325544974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900738533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96238714,0.0055012205,0.021807153,0.0033037814,0.0020303426,0.004098499,0.0005671759,0.000098316115,0.00020636324],"genre_scores_gemma":[0.98212,0.000020545505,0.0155321555,0.0017137646,0.0003359916,0.00008627472,0.00007146386,0.000040614777,0.000079225894],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99794847,0.00007681275,0.00056857005,0.0004841398,0.00047882885,0.00044315236],"domain_scores_gemma":[0.9971391,0.00023397323,0.0003374808,0.001029047,0.001020191,0.00024023405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006343608,0.0002262719,0.00059049646,0.0003266909,0.00013822125,0.000042371335,0.00043740674,0.00017464552,0.00010323326],"category_scores_gemma":[0.0011118599,0.00016951245,0.00037359234,0.0024793178,0.00006852392,0.00006546135,0.000272352,0.00017445025,0.000013360477],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032297447,0.00067791,0.3080924,0.004450276,0.0014988573,0.0000025830227,0.4988363,0.00075839914,0.00007477648,0.00012283932,0.089617655,0.09263825],"study_design_scores_gemma":[0.013633893,0.0064646364,0.7603956,0.0036325487,0.007452542,0.000009872676,0.12068106,0.002600584,0.014987538,0.000117940195,0.06838356,0.0016402117],"about_ca_topic_score_codex":0.00041695416,"about_ca_topic_score_gemma":0.0016831015,"teacher_disagreement_score":0.4523032,"about_ca_system_score_codex":0.00030633228,"about_ca_system_score_gemma":0.00042273322,"threshold_uncertainty_score":0.6912517},"labels":[],"label_agreement":null},{"id":"W2900937293","doi":"10.1007/s00520-018-4547-9","title":"Frailty assessment prior to thoracic surgery for lung or esophageal cancer: a feasibility study","year":2018,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; Princess Margaret Cancer Centre; Health Sciences Centre; University of Toronto","funders":"","keywords":"Medicine; Pain medicine; Esophageal cancer; Nursing research; Cardiothoracic surgery; Lung cancer; General surgery; Esophagectomy; Abdominal surgery; Surgery; Cancer; Intensive care medicine; Oncology; Internal medicine; Nursing; Anesthesiology; Anesthesia","score_opus":0.09118216367519623,"score_gpt":0.4757532504379549,"score_spread":0.3845710867627587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900937293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98642576,0.00072606915,0.000341226,0.002299929,0.0017053381,0.007181718,0.00083815824,0.00010427517,0.00037751967],"genre_scores_gemma":[0.9903239,0.00005334663,0.001186912,0.0014151626,0.000979926,0.0043734163,0.00006868598,0.00007439153,0.0015242632],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99672014,0.00014962787,0.00076127634,0.0010067486,0.000610639,0.00075157074],"domain_scores_gemma":[0.99692595,0.0004332481,0.00020566653,0.0006978181,0.001375789,0.00036152438],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007035643,0.00037088018,0.0008680579,0.00025736503,0.00013587395,0.000034824967,0.00019535985,0.00014527654,0.002143265],"category_scores_gemma":[0.00074419467,0.0003033705,0.00019445317,0.0006931458,0.00014588413,0.00018444363,0.00012754826,0.0003175113,0.000012593209],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031000555,0.0005805503,0.9024966,0.00058901816,0.00016069772,0.00016456688,0.009248414,0.000008545507,0.00016864229,0.0000018621008,0.017347591,0.06613351],"study_design_scores_gemma":[0.002325777,0.0026009288,0.97703743,0.000779757,0.00026060283,0.000007494341,0.007959394,0.00013628096,0.003690872,0.000013739756,0.0047679157,0.00041982034],"about_ca_topic_score_codex":0.0030099824,"about_ca_topic_score_gemma":0.046796825,"teacher_disagreement_score":0.07454087,"about_ca_system_score_codex":0.0033285494,"about_ca_system_score_gemma":0.003394083,"threshold_uncertainty_score":0.9999418},"labels":[],"label_agreement":null},{"id":"W2900987619","doi":"10.1161/jaha.118.010139","title":"Gait Speed and 1‐Year Mortality Following Cardiac Surgery: A Landmark Analysis From the Society of Thoracic Surgeons Adult Cardiac Surgery Database","year":2018,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Hazard ratio; Gait; Confidence interval; Preferred walking speed; Cohort; Cohort study; Prospective cohort study; Proportional hazards model; Surgery; Internal medicine; Cardiology; Physical therapy","score_opus":0.023712495296728378,"score_gpt":0.31390082130031,"score_spread":0.29018832600358163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900987619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99233353,0.00027367455,0.000029483066,0.0060659004,0.00068816514,0.00017052551,0.00039717957,0.000012466069,0.000029054157],"genre_scores_gemma":[0.9974534,0.00051534694,0.00036895802,0.00079003104,0.0007206015,0.0000017865608,0.00004700288,0.000020180354,0.00008271125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965535,0.0011374033,0.0007470795,0.00019797942,0.0010723588,0.0002917244],"domain_scores_gemma":[0.9926083,0.0046714335,0.0014070339,0.000525742,0.0006537182,0.0001337627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051724263,0.00016894288,0.0016844294,0.0001154494,0.00018016376,0.00004124916,0.00012436828,0.00006952853,0.000018528086],"category_scores_gemma":[0.0035556199,0.000107188825,0.0031380632,0.001326938,0.00018987148,0.00017887227,0.00007727073,0.00035424277,0.0000033839058],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000903952,0.00004400481,0.90574294,0.000013639689,0.0065342775,0.0000018191976,0.0005097091,0.0000018805567,0.0014408749,2.834276e-7,0.08500671,0.00061348965],"study_design_scores_gemma":[0.0001040468,0.0000385109,0.99109244,0.00016865815,0.005086488,0.0000024562717,0.00093958067,0.00012584035,0.0011848302,0.000013397526,0.0011372535,0.00010651188],"about_ca_topic_score_codex":0.006146929,"about_ca_topic_score_gemma":0.0002242545,"teacher_disagreement_score":0.08534951,"about_ca_system_score_codex":0.00028912805,"about_ca_system_score_gemma":0.0002994573,"threshold_uncertainty_score":0.9292359},"labels":[],"label_agreement":null},{"id":"W2901137365","doi":"10.1111/ajr.12434","title":"Investigation on the use and acceptability of the Edmonton Frail Scale in a rural primary care setting","year":2018,"lang":"en","type":"article","venue":"Australian Journal of Rural Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Primary care; Family medicine","score_opus":0.06737182304163412,"score_gpt":0.3184380049070659,"score_spread":0.2510661818654318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901137365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9487449,0.000112031514,0.000001337137,0.050494127,0.00019787706,0.0003861015,0.000011746544,0.0000048151574,0.000047091995],"genre_scores_gemma":[0.9969716,0.000031472464,0.0006705351,0.001969568,0.00021347389,0.0000016201077,0.0000037383809,0.000010130795,0.00012787968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983396,0.0003105015,0.0006336916,0.00008274105,0.00038413279,0.00024935824],"domain_scores_gemma":[0.99863,0.00015905354,0.00051287666,0.00026827495,0.00024877762,0.00018102974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007352253,0.00012157117,0.00029466726,0.00007088612,0.000114023205,0.000021464657,0.00015358318,0.00006878593,0.000048880785],"category_scores_gemma":[0.0002786502,0.0000660182,0.000084803054,0.0002127899,0.00039449323,0.00023416764,0.000035716155,0.0005359944,0.0000015930941],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020520293,0.00003159735,0.95275575,0.00031035356,0.000014448425,0.0000019595673,0.011899038,0.0000041965177,0.0010951513,0.000015185767,0.0043587377,0.029308395],"study_design_scores_gemma":[0.000995816,0.0009358186,0.98546416,0.0014363882,0.00001780641,0.00011027442,0.006914422,0.0000090162375,0.0036566472,0.000105196836,0.0003000367,0.00005444816],"about_ca_topic_score_codex":0.0008704071,"about_ca_topic_score_gemma":0.0007505822,"teacher_disagreement_score":0.04852456,"about_ca_system_score_codex":0.0003319793,"about_ca_system_score_gemma":0.00040255624,"threshold_uncertainty_score":0.2692144},"labels":[],"label_agreement":null},{"id":"W2901157399","doi":"10.1161/jaha.117.008251","title":"Impact of Frailty on Mortality and Hospitalization in Chronic Heart Failure: A Systematic Review and Meta‐Analysis","year":2018,"lang":"en","type":"review","venue":"Journal of the American Heart Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":290,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Chinese University of Hong Kong","keywords":"Medicine; Confidence interval; Hazard ratio; Heart failure; Meta-analysis; Odds ratio; Internal medicine; Proportional hazards model; Cardiology","score_opus":0.05756291408098756,"score_gpt":0.40275422524324833,"score_spread":0.34519131116226076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901157399","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005284607,0.99214154,0.000005753241,0.0009980665,0.000033633485,0.0014806649,0.00004633485,0.0000048215566,0.0000045721245],"genre_scores_gemma":[0.0093162665,0.9900835,0.00009909557,0.00028209665,0.0000879323,0.00002675813,0.00000831876,0.000025868538,0.00007013445],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9958776,0.0014252373,0.001592514,0.00020914385,0.0007053429,0.00019011417],"domain_scores_gemma":[0.9941148,0.0006153531,0.0043367804,0.00044897088,0.00038273158,0.00010133607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026268684,0.00029950883,0.008661488,0.00038573414,0.000036585672,0.000024754576,0.00012914778,0.00012168533,0.000021909249],"category_scores_gemma":[0.0025279124,0.00016272516,0.0027821695,0.0015531649,0.00009675235,0.000105816915,0.00004358442,0.00043237788,0.000002418951],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001741024,0.00023816194,0.056459434,0.66495615,0.27011913,0.0000039342162,0.00016832438,0.000015238836,0.000003937909,0.0000029645375,0.007579056,0.00043626718],"study_design_scores_gemma":[0.00030380787,0.0012646827,0.067581266,0.090143815,0.83844876,0.00010631585,0.000011929659,0.000022627271,9.326568e-7,0.000009869981,0.0019011302,0.00020485894],"about_ca_topic_score_codex":0.00032689914,"about_ca_topic_score_gemma":0.00012549627,"teacher_disagreement_score":0.5748123,"about_ca_system_score_codex":0.0018509625,"about_ca_system_score_gemma":0.0004852787,"threshold_uncertainty_score":0.663574},"labels":[],"label_agreement":null},{"id":"W2901187802","doi":"10.1016/j.jcin.2018.08.028","title":"The Association of Frailty With In-Hospital Bleeding Among Older Adults With Acute Myocardial Infarction","year":2018,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Frailty in Older Adults","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Toronto General Hospital; Women's College Hospital; University of Toronto","funders":"National Center for Advancing Translational Sciences; National Institute on Aging","keywords":"Medicine; Myocardial infarction; Odds ratio; Confidence interval; Logistic regression; Internal medicine; Activities of daily living; Acute coronary syndrome; Physical therapy","score_opus":0.008463785048860617,"score_gpt":0.25265872975397613,"score_spread":0.24419494470511552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901187802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98986185,0.0007030063,0.003533327,0.00078235654,0.0006625954,0.0012845398,0.00002229248,0.00008834656,0.0030616869],"genre_scores_gemma":[0.9977887,0.0001099073,0.00054202805,0.00002345551,0.0004103351,0.00019068366,0.000041344058,0.00004552036,0.0008479843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99760854,0.00014562122,0.0005220381,0.0003987263,0.00093660806,0.00038843835],"domain_scores_gemma":[0.99799496,0.00009296539,0.0002778282,0.000720921,0.0008156767,0.0000976756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008634064,0.0002275277,0.00054167304,0.0001989744,0.00022502386,0.00005964083,0.000171766,0.00016434773,0.00004642115],"category_scores_gemma":[0.00024562542,0.00015531463,0.00123799,0.00063282886,0.00025368936,0.0003118699,0.00007636069,0.0003890683,0.000028159058],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014003202,0.0012267618,0.89042306,0.00061483163,0.044994466,0.00016402955,0.007977203,0.00020959189,0.00010700593,0.00025676304,0.006534625,0.046091337],"study_design_scores_gemma":[0.00672135,0.0016996132,0.980167,0.0028924362,0.002490443,0.00009365814,0.0014381845,0.00015446794,0.0007863085,0.000021310301,0.003284397,0.00025084903],"about_ca_topic_score_codex":0.00052178727,"about_ca_topic_score_gemma":0.0013560976,"teacher_disagreement_score":0.08974391,"about_ca_system_score_codex":0.0003666956,"about_ca_system_score_gemma":0.00008214433,"threshold_uncertainty_score":0.63335466},"labels":[],"label_agreement":null},{"id":"W2901448046","doi":"10.1177/2151459318801756","title":"Frailty as an Outcome Predictor After Ankle Fractures: Where Are We Now?","year":2018,"lang":"en","type":"article","venue":"Geriatric Orthopaedic Surgery & Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Outcome (game theory); Ankle; Intensive care medicine; Emergency medicine; Surgery; Economics","score_opus":0.019158534952223846,"score_gpt":0.3016965613688523,"score_spread":0.28253802641662845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901448046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98010856,0.0015800281,0.00030100244,0.0125279855,0.0027458784,0.0013535052,0.000095693234,0.00057972426,0.00070759864],"genre_scores_gemma":[0.9899003,0.0002886039,0.0027073026,0.0011845576,0.0035728952,0.00033809425,0.00016938505,0.00013043165,0.001708462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950292,0.00042980144,0.001382707,0.0011196777,0.001239494,0.00079908187],"domain_scores_gemma":[0.9944509,0.0022555846,0.00040047514,0.0013947164,0.0008335052,0.00066481845],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014442423,0.0005555891,0.000943681,0.00075182004,0.00021661136,0.00008193186,0.00019283938,0.00051063666,0.0038097638],"category_scores_gemma":[0.0032195144,0.00049814506,0.00068222213,0.0012027625,0.00044821447,0.00077037344,0.00008682049,0.0005117777,0.0008533621],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001067869,0.0004961051,0.90917754,0.0006345313,0.00008316809,0.000095659656,0.0018835391,0.000003005557,0.00013544991,0.000009805999,0.046496015,0.03991731],"study_design_scores_gemma":[0.0011309707,0.0016275139,0.8642591,0.0004165414,0.00022539197,0.00008955294,0.0009110409,0.000097008946,0.00007095642,0.0005865606,0.1300778,0.0005075415],"about_ca_topic_score_codex":0.00010267636,"about_ca_topic_score_gemma":0.00037572702,"teacher_disagreement_score":0.083581775,"about_ca_system_score_codex":0.00029623834,"about_ca_system_score_gemma":0.00043930887,"threshold_uncertainty_score":0.9999246},"labels":[],"label_agreement":null},{"id":"W2901509541","doi":"10.1016/j.yjmcc.2018.07.100","title":"Chronic treatment with the ACE inhibitor enalapril attenuates the development of frailty, prevents cardiac hypertrophy and increases IL-10 levels in aging male C57BL/6 mice","year":2018,"lang":"en","type":"article","venue":"Journal of Molecular and Cellular Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Enalapril; Medicine; Internal medicine; Cardiac function curve; Inflammation; Interleukin 6; Blood pressure; Endocrinology; Muscle hypertrophy; ACE inhibitor; Angiotensin-converting enzyme; Heart failure; Cardiology","score_opus":0.014985989710375992,"score_gpt":0.24313100736605223,"score_spread":0.22814501765567624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901509541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819345,0.015872318,0.0005541694,0.001141112,0.00007736998,0.00029518153,0.0000069756,0.0000029891396,0.00011539651],"genre_scores_gemma":[0.99831754,0.00024982373,0.00085121545,0.000073620446,0.0003256873,0.000010858574,0.0000034567554,0.00001906619,0.00014873066],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9986864,0.00026523997,0.00037905894,0.00018827009,0.00024728314,0.00023375585],"domain_scores_gemma":[0.9991979,0.00011547247,0.00022218571,0.00021685084,0.00015679223,0.000090786845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046298024,0.00019488954,0.0005798809,0.0000900286,0.000088600355,0.000012350905,0.0001122311,0.00008551858,0.000009540622],"category_scores_gemma":[0.000043051255,0.00009970047,0.00013360468,0.00010796266,0.00037809924,0.000041197225,0.0000836692,0.00019315977,0.000001749141],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004039087,0.00009794058,0.024668692,0.00013576835,0.0016948603,0.00063730264,0.0029932705,0.00008812533,0.9521298,0.000011564308,0.00015168833,0.016987113],"study_design_scores_gemma":[0.007027476,0.0051722233,0.05348025,0.0008002601,0.0011232974,0.0036464478,0.001789046,0.000026953445,0.9064995,0.000056095898,0.020062929,0.00031553372],"about_ca_topic_score_codex":0.000046219386,"about_ca_topic_score_gemma":0.000028049686,"teacher_disagreement_score":0.045630276,"about_ca_system_score_codex":0.00014696264,"about_ca_system_score_gemma":0.00037698774,"threshold_uncertainty_score":0.4065667},"labels":[],"label_agreement":null},{"id":"W2901511443","doi":"10.1017/s1041610218001710","title":"The impact of frailty and cognitive impairment on quality of life: employment and social context matter","year":2018,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University; Dalhousie University; Nova Scotia Health Authority","funders":"Canadian Institutes of Health Research; European Commission; National Institute on Aging; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Vulnerability (computing); Quality of life (healthcare); Cognition; Context (archaeology); Gerontology; Cognitive impairment; Psychology; Cognitive decline; Medicine; Dementia; Psychiatry; Disease","score_opus":0.04156787864921682,"score_gpt":0.39483139261980066,"score_spread":0.35326351397058386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901511443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922162,0.00011803974,0.000086615364,0.0044321073,0.00033414795,0.00029421502,0.0002284333,0.000007437413,0.0022827892],"genre_scores_gemma":[0.9986295,0.000042961918,0.00004655373,0.0005710784,0.00031824014,0.000009290016,0.000017315953,0.000010898641,0.00035417042],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988952,0.000052171683,0.00039295168,0.0001821256,0.0003608151,0.000116699295],"domain_scores_gemma":[0.99883235,0.00031578122,0.00025842522,0.00010907684,0.0004195194,0.00006485992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029564215,0.000113721035,0.00021227304,0.000075268945,0.000056890367,0.000017812463,0.00008244377,0.000060059625,0.00020573365],"category_scores_gemma":[0.0001792446,0.00007609757,0.000092902425,0.00006888823,0.00030617532,0.00004009161,0.000047019425,0.000095174815,0.000015887195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008711054,0.001015069,0.90185034,0.000094396084,0.0014917204,0.0000021846215,0.0042318315,6.0199574e-7,0.0020194903,0.0013554024,0.046259042,0.032968838],"study_design_scores_gemma":[0.0033105218,0.0010511705,0.9937186,0.00005379246,0.000034371424,0.000006532987,0.00033614415,0.000031492662,0.00033819425,0.0004533096,0.0005911792,0.00007469347],"about_ca_topic_score_codex":0.00028011762,"about_ca_topic_score_gemma":0.000027192194,"teacher_disagreement_score":0.09186823,"about_ca_system_score_codex":0.000058551926,"about_ca_system_score_gemma":0.00006069863,"threshold_uncertainty_score":0.31031686},"labels":[],"label_agreement":null},{"id":"W2901555459","doi":"10.1684/pnv.2018.0741","title":"Comparison of hospital course of geriatric inpatients with or without active cancer: a bicentric case-control study","year":2018,"lang":"en","type":"article","venue":"Gériatrie et Psychologie Neuropsychiatrie du Viellissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; McGill University Health Centre","funders":"","keywords":"Medicine; Course (navigation); Engineering","score_opus":0.030315443514694472,"score_gpt":0.3794285532848752,"score_spread":0.34911310977018073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901555459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9860331,0.00064662995,0.0006928371,0.002050802,0.003561851,0.0060002254,0.00036554027,0.00015937554,0.00048968056],"genre_scores_gemma":[0.9967839,0.0003855143,0.0011887598,0.00046701072,0.0006858098,0.00022688748,0.000018121178,0.00011897376,0.00012499662],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99475074,0.0005193291,0.0016926406,0.0012078267,0.001057212,0.0007722736],"domain_scores_gemma":[0.99488145,0.00035205056,0.0016990639,0.0014446792,0.0012653773,0.00035735738],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005767751,0.00073837716,0.0017109568,0.00048827243,0.00017415486,0.00003318112,0.0004992235,0.00021223289,0.00045922422],"category_scores_gemma":[0.00026377768,0.00052203203,0.00026001447,0.0020046853,0.0004074012,0.00022191682,0.00013114812,0.0006075139,0.000022375503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016652998,0.018434282,0.9361018,0.00021513517,0.0011269944,0.00047274027,0.0066204052,0.00008915509,0.00024010336,0.000008836686,0.0071165143,0.012921065],"study_design_scores_gemma":[0.04773454,0.10800446,0.8234792,0.00031895403,0.003886777,0.00043049402,0.010423969,0.0005053218,0.0024050076,0.000016807888,0.001752122,0.0010423609],"about_ca_topic_score_codex":0.00029145167,"about_ca_topic_score_gemma":0.00041673443,"teacher_disagreement_score":0.11262258,"about_ca_system_score_codex":0.0001226459,"about_ca_system_score_gemma":0.0006057445,"threshold_uncertainty_score":0.99972314},"labels":[],"label_agreement":null},{"id":"W2901708835","doi":"10.1017/s0714980818000387","title":"Caregiver Out-of-Pocket Costs for Octogenarian Intensive Care Unit Patients in Canada","year":2018,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Political science; Humanities; Hospital ward; Gynecology; Medicine; Art; Medical emergency","score_opus":0.018579287976402032,"score_gpt":0.24378600433616504,"score_spread":0.225206716359763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901708835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9373067,0.006345914,0.00004204839,0.023187261,0.026220322,0.0017289836,0.0026978024,0.000009098431,0.0024618662],"genre_scores_gemma":[0.98838127,0.00023934666,0.00013894995,0.006458297,0.001967816,0.000041733238,0.00029522294,0.00014304943,0.0023343274],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950131,0.00032643156,0.0012418047,0.0007031456,0.00032078722,0.0023947356],"domain_scores_gemma":[0.9886536,0.0003785596,0.0005850179,0.00069396355,0.005333816,0.0043550413],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006435293,0.0006678033,0.0010015185,0.0009680603,0.00045605638,0.00010016961,0.0006584913,0.00026124093,0.0008727593],"category_scores_gemma":[0.0022633404,0.00075412256,0.00023850673,0.0005833267,0.00040086868,0.00019644941,0.00004664476,0.00097448943,0.00002884714],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00028573003,0.00010263329,0.5562724,0.0017627588,0.0008425393,0.008489447,0.124904275,0.00045310528,0.00003546198,0.0017356675,0.1973443,0.10777168],"study_design_scores_gemma":[0.0058885734,0.0017356974,0.09775063,0.013244737,0.00035859365,0.00033627942,0.06957476,0.00040482846,0.00027413122,0.000045890018,0.8094752,0.00091068936],"about_ca_topic_score_codex":0.9891562,"about_ca_topic_score_gemma":0.99994147,"teacher_disagreement_score":0.6121309,"about_ca_system_score_codex":0.027452689,"about_ca_system_score_gemma":0.01753345,"threshold_uncertainty_score":0.999491},"labels":[],"label_agreement":null},{"id":"W2901927386","doi":"10.1590/0104-07072018004300016","title":"FRAGILIDADE E QUALIDADE DE VIDA DE IDOSOS EM CONTEXTO DE VULNERABILIDADE SOCIAL","year":2018,"lang":"pt","type":"article","venue":"Texto & Contexto - Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Quality of life (healthcare); Medicine; Social vulnerability; Psychology; Demography; Humanities; Psychiatry; Sociology; Nursing; Art","score_opus":0.31511780564982117,"score_gpt":0.4771358533430655,"score_spread":0.16201804769324435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901927386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91882294,0.0036839407,0.025991324,0.013812667,0.0027984607,0.0038375775,0.0006637072,0.0017658051,0.028623559],"genre_scores_gemma":[0.9225804,0.00011030041,0.0014166661,0.021493115,0.009540991,0.0003960434,0.00018142918,0.000675049,0.043606013],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98386,0.0028306562,0.003081333,0.0026152802,0.00198279,0.0056299386],"domain_scores_gemma":[0.99067307,0.0016718064,0.0011603177,0.002596429,0.0012831831,0.0026152048],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004508699,0.0023624164,0.0029931397,0.00080607185,0.0017004438,0.0010497591,0.0023765147,0.0023398825,0.01316112],"category_scores_gemma":[0.004179413,0.0025814448,0.00137227,0.0013699394,0.0022251082,0.0009320197,0.00092024554,0.0039677434,0.0066149593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003904136,0.0029806748,0.027800245,0.0016933265,0.002545882,0.002709357,0.23299816,0.0000399753,0.12449803,0.008241677,0.45041364,0.14217488],"study_design_scores_gemma":[0.0475014,0.0074462704,0.21475601,0.005075854,0.005632672,0.0035326257,0.07650033,0.017126344,0.08583233,0.004218126,0.5226158,0.009762254],"about_ca_topic_score_codex":0.002625146,"about_ca_topic_score_gemma":0.002540798,"teacher_disagreement_score":0.18695576,"about_ca_system_score_codex":0.004006753,"about_ca_system_score_gemma":0.0033895697,"threshold_uncertainty_score":0.99998724},"labels":[],"label_agreement":null},{"id":"W2901978165","doi":"10.15253/2175-6783.20181932670","title":"Fragilidade e apoio social e familiar de idosos em contextos de vulnerabilidade","year":2018,"lang":"pt","type":"article","venue":"Rev Rene","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Vulnerability (computing); Social vulnerability; Gerontology; Context (archaeology); Social support; Social environment; Elderly people; Scale (ratio); Psychology; Medicine; Sociology; Geography; Social psychology; Psychological resilience; Computer security; Computer science","score_opus":0.030346580261083937,"score_gpt":0.3232976702336291,"score_spread":0.29295108997254515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901978165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9601758,0.004290072,0.0050388454,0.010712409,0.0022798942,0.0017999775,0.00021768417,0.0004961347,0.014989192],"genre_scores_gemma":[0.9568887,0.0005331812,0.001001127,0.0041417195,0.00879936,0.000093575036,0.000064203516,0.00019864592,0.028279519],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945176,0.00067248486,0.0010596848,0.0010323421,0.0008474038,0.0018704613],"domain_scores_gemma":[0.99683964,0.0004291023,0.00037177632,0.0010922943,0.00045820966,0.0008089745],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012560632,0.00074869505,0.0012197193,0.00023183093,0.00057190814,0.00013923684,0.0006694976,0.0010005815,0.0020415701],"category_scores_gemma":[0.0020662628,0.0007598931,0.00047865696,0.00062784326,0.00069686014,0.0001781147,0.00024153168,0.0013459671,0.0024625831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017350044,0.002035687,0.024504274,0.0027373706,0.0015784249,0.00095995475,0.0976172,0.000019004196,0.19891968,0.002120656,0.39707172,0.270701],"study_design_scores_gemma":[0.03318657,0.007638282,0.19576466,0.00793428,0.004052115,0.0017128082,0.025341077,0.01140976,0.22364448,0.0034441946,0.48073804,0.005133703],"about_ca_topic_score_codex":0.00051574694,"about_ca_topic_score_gemma":0.0005383488,"teacher_disagreement_score":0.2655673,"about_ca_system_score_codex":0.0011914397,"about_ca_system_score_gemma":0.0010038539,"threshold_uncertainty_score":0.9994852},"labels":[],"label_agreement":null},{"id":"W2902185467","doi":"10.1016/j.jacc.2018.10.036","title":"RESPONSE: Promoting Research Through Mentorship","year":2018,"lang":"en","type":"letter","venue":"Journal of the American College of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Mentorship; Medical education","score_opus":0.06802566283096455,"score_gpt":0.3738118085996603,"score_spread":0.3057861457686957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902185467","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13625833,0.0004227512,0.00003072963,0.85804045,0.0015464815,0.0005947788,0.00011673162,0.000010635077,0.0029790883],"genre_scores_gemma":[0.48565277,0.00049380213,0.005752585,0.42479005,0.051537324,0.000040530074,0.0000147394685,0.0003366415,0.03138154],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9906592,0.005385692,0.0011713099,0.0003329419,0.0017242957,0.0007265578],"domain_scores_gemma":[0.9916085,0.002791503,0.0022126273,0.0011576873,0.0021275084,0.00010217543],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005754719,0.00031413115,0.0022613457,0.0005096361,0.000143291,0.00000923119,0.0012063525,0.00045475012,0.000036970618],"category_scores_gemma":[0.0064293356,0.0001981764,0.0009579047,0.0010295708,0.0032108221,0.000066516295,0.00036986233,0.004477655,0.00001770061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029129928,0.00001971339,0.0016335995,0.0001482432,0.001033464,0.0029785337,0.00023883235,0.0000026704968,0.0021748752,0.0000053881154,0.9887009,0.00015073137],"study_design_scores_gemma":[0.0010350745,0.0052200668,0.0037782597,0.00093795115,0.0003675266,0.013206788,0.00038325446,0.0000022601625,0.0014399923,0.0004513399,0.97301817,0.00015930242],"about_ca_topic_score_codex":0.000023508303,"about_ca_topic_score_gemma":0.0000016706797,"teacher_disagreement_score":0.43325043,"about_ca_system_score_codex":0.000568687,"about_ca_system_score_gemma":0.0015680412,"threshold_uncertainty_score":0.9995019},"labels":[],"label_agreement":null},{"id":"W2902286073","doi":"10.2196/11341","title":"Hospital in Motion, a Multidimensional Implementation Project to Improve Patients’ Physical Behavior During Hospitalization: Protocol for a Mixed-Methods Study","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Protocol (science); Computer science; Motion (physics); Medicine; Physical medicine and rehabilitation; Physical therapy; Psychology; Artificial intelligence; Alternative medicine","score_opus":0.13308551381784217,"score_gpt":0.6103322716562517,"score_spread":0.47724675783840953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902286073","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34712082,2.4016261e-8,0.0002653212,0.00015124044,0.000016965785,0.65232986,0.000030453399,0.0000627163,0.000022592201],"genre_scores_gemma":[0.05569946,3.6518515e-9,0.011624726,0.000021445274,0.0004950267,0.9318004,0.000048463015,0.000078978395,0.00023146119],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.995409,0.00068098534,0.00069162075,0.0009672559,0.001343864,0.00090724305],"domain_scores_gemma":[0.9964549,0.00016831991,0.00014629893,0.0006486971,0.0023203471,0.00026146162],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015981998,0.00030400648,0.00040433955,0.00062003435,0.0003166629,0.00010000964,0.00025867103,0.000111289424,0.00008200518],"category_scores_gemma":[0.00085330475,0.00026604018,0.00010926727,0.0011707986,0.00016321191,0.0003533319,0.00039263783,0.0004100777,0.000045805886],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006149909,0.05142396,0.75961363,0.0020999757,0.00007786833,0.000040786665,0.020304872,0.0000016075335,0.024529105,0.00008690393,0.013251838,0.122419514],"study_design_scores_gemma":[0.032999616,0.047029734,0.8633701,0.0009662216,0.000009009058,0.0000026548494,0.0021728,0.0002181573,0.04454458,0.00004992032,0.008272663,0.00036453476],"about_ca_topic_score_codex":0.000101774414,"about_ca_topic_score_gemma":0.00009244944,"teacher_disagreement_score":0.29142135,"about_ca_system_score_codex":0.000589061,"about_ca_system_score_gemma":0.00039130318,"threshold_uncertainty_score":0.9999792},"labels":[],"label_agreement":null},{"id":"W2902435079","doi":"10.1186/s12916-018-1223-3","title":"Fifteen years of progress in understanding frailty and health in aging","year":2018,"lang":"en","type":"editorial","venue":"BMC Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Frailty Index; Medicine; Gerontology; Disease; Vulnerability (computing); Psychological intervention; Weakness; Sarcopenia; Weight loss; Psychiatry; Obesity; Pathology; Internal medicine","score_opus":0.09178448353766629,"score_gpt":0.3867704020136212,"score_spread":0.2949859184759549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902435079","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018094463,0.03459856,0.00064624246,0.018271495,0.9221558,0.004068699,0.00015353382,0.00017553974,0.001835657],"genre_scores_gemma":[0.082996696,0.0034588766,0.0031129743,0.00048635248,0.9076512,0.0000711997,0.00092410273,0.00020851377,0.0010900724],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969566,0.00012045825,0.0009621296,0.0005797865,0.0009021281,0.00047893496],"domain_scores_gemma":[0.99794954,0.00083053176,0.00040866833,0.0004941233,0.0000964175,0.0002207052],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018938913,0.00030127112,0.0013830579,0.0007952215,0.000022053655,0.0000061948194,0.00017458879,0.0005093004,0.000072864364],"category_scores_gemma":[0.001756309,0.00027447075,0.00004476416,0.00050065765,0.00060621666,0.000054105363,0.00010605965,0.000948112,0.0000036052809],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001723959,0.00008129134,0.053263556,0.0030820174,0.000032492393,0.000077740435,0.0032643804,2.744627e-7,0.0000030802573,0.000039172082,0.93373024,0.006253381],"study_design_scores_gemma":[0.03715592,0.005143194,0.28909367,0.09654221,0.00023953861,0.000055142635,0.0041077575,0.00034343693,0.000013947177,0.0018140591,0.5645561,0.00093500153],"about_ca_topic_score_codex":0.001350572,"about_ca_topic_score_gemma":0.0043163747,"teacher_disagreement_score":0.3691741,"about_ca_system_score_codex":0.0007851297,"about_ca_system_score_gemma":0.0009683316,"threshold_uncertainty_score":0.99997073},"labels":[],"label_agreement":null},{"id":"W2902552423","doi":"10.15171/ijhpm.2018.102","title":"Improving Care for the Frail in Nova Scotia: An Implementation Evaluation of a Frailty Portal in Primary Care Practice","year":2018,"lang":"en","type":"article","venue":"International Journal of Health Policy and Management","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Frailty Network","keywords":"Nova scotia; Medicine; Family medicine; Nursing; Health care; Gerontology","score_opus":0.07170629208198281,"score_gpt":0.4822805375361055,"score_spread":0.4105742454541227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902552423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9064352,0.005138221,0.004691517,0.07301982,0.0015993636,0.0043460587,0.00008740266,0.000010095284,0.0046723313],"genre_scores_gemma":[0.9921231,0.00023742924,0.0034537956,0.0036392598,0.00046339296,0.000016526414,0.000048061887,0.000008849328,0.000009549951],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99819624,0.0001188321,0.00069464714,0.00012066763,0.0007172299,0.00015235519],"domain_scores_gemma":[0.9978948,0.00011226218,0.0006225004,0.000105427636,0.0012156853,0.000049295628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018071667,0.00007907078,0.00017451485,0.00043558513,0.000037387916,0.000018467186,0.00013157119,0.000029440529,0.000019986845],"category_scores_gemma":[0.0002690464,0.000062966676,0.000038233964,0.00012514739,0.000043386088,0.00030438692,0.000051056988,0.00011835011,4.8113776e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061984506,0.00017163168,0.00624162,0.0007939463,0.00016808289,0.000018987643,0.021865627,0.00012237258,0.00007354943,0.0015353867,0.00044268157,0.9679463],"study_design_scores_gemma":[0.023241924,0.0034912757,0.82372475,0.0016812884,0.00035351262,0.00028905694,0.124598354,0.0018070521,0.0003687305,0.0006236894,0.019624196,0.00019616277],"about_ca_topic_score_codex":0.008275787,"about_ca_topic_score_gemma":0.0123430155,"teacher_disagreement_score":0.96775013,"about_ca_system_score_codex":0.0008301673,"about_ca_system_score_gemma":0.0006861255,"threshold_uncertainty_score":0.9983282},"labels":[],"label_agreement":null},{"id":"W2903040250","doi":"10.1186/s12877-018-0969-y","title":"Key stakeholders’ views on the quality of care and services available to frail seniors in Canada","year":2018,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Dalhousie University; University of Toronto; Université Laval; The Quebec Population Health Research Network; University of Calgary; Hôpital du Saint-Sacrement","funders":"Government of Canada; Canadian Frailty Network; Université Laval","keywords":"Health care; Thematic analysis; Nursing; Medicine; Integrated care; Population; Quality (philosophy); Qualitative research","score_opus":0.09071447207048686,"score_gpt":0.2998776751644331,"score_spread":0.20916320309394623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903040250","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932579,0.0005792043,0.000011320132,0.0009707359,0.0002535371,0.00056837045,0.00006514015,0.000012576642,0.004281229],"genre_scores_gemma":[0.9964028,0.000050306495,0.0012687816,0.0014606381,0.00013784347,0.0000150621545,0.000010677821,0.000017681159,0.0006362052],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985597,0.000114392744,0.00039256623,0.00026858854,0.00041467874,0.00025006404],"domain_scores_gemma":[0.9987243,0.0002945106,0.00012696763,0.0005225434,0.00019812227,0.00013359921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038822342,0.00014469528,0.00032574535,0.00008340914,0.00005224678,0.000013506209,0.00015361905,0.000061305655,0.00022858939],"category_scores_gemma":[0.00028871762,0.00010327184,0.000033388926,0.00045178283,0.000041365143,0.000035264075,0.000070294984,0.00013282533,0.00004557689],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005955262,0.00010936274,0.8917053,0.0030027537,0.000038969214,0.000016700338,0.028337803,0.000040469207,0.0015413169,0.00018675698,0.07026448,0.0041605765],"study_design_scores_gemma":[0.0033172104,0.0011077789,0.7792427,0.0005219718,0.00008608244,0.000009612323,0.03955071,0.00018018874,0.007004816,0.000050071223,0.16840947,0.0005194023],"about_ca_topic_score_codex":0.7326773,"about_ca_topic_score_gemma":0.9772218,"teacher_disagreement_score":0.24454449,"about_ca_system_score_codex":0.00026221675,"about_ca_system_score_gemma":0.00082385767,"threshold_uncertainty_score":0.42113036},"labels":[],"label_agreement":null},{"id":"W2903751252","doi":"10.3390/jcm7120560","title":"Pre-Operative Frailty Status Is Associated with Cardiac Rehabilitation Completion: A Retrospective Cohort Study","year":2018,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Research Manitoba; St. Boniface Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Rehabilitation; Cohort; Physical therapy; Retrospective cohort study; Frailty Index; Cohort study; Gerontology; Internal medicine","score_opus":0.05408789141257726,"score_gpt":0.4325811023662078,"score_spread":0.37849321095363053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903751252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9802322,0.00013120775,0.0002886619,0.012214413,0.0014749822,0.0014976197,0.00002202539,0.00003481344,0.004104113],"genre_scores_gemma":[0.9930331,0.00007846955,0.0011903972,0.0014920565,0.0033188353,0.000015405512,0.00001527911,0.000034630935,0.000821793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99409646,0.00083578704,0.0022988962,0.00042042162,0.0020082504,0.00034016324],"domain_scores_gemma":[0.9895985,0.0028445777,0.0014442728,0.00048355322,0.005070945,0.0005581262],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0058064214,0.00026626067,0.0023055004,0.00018386524,0.00012028412,0.000014415981,0.00015181463,0.0001922931,0.00087334425],"category_scores_gemma":[0.030474894,0.00016110679,0.00025203035,0.00057298684,0.001228522,0.00019743426,0.000039413866,0.0012067737,0.00002208601],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00276812,0.0013352791,0.9538062,0.000015899508,0.001654982,0.00008757798,0.0069075883,7.453896e-7,0.000043974338,0.000015542686,0.031544156,0.0018199311],"study_design_scores_gemma":[0.01249355,0.08021305,0.89917004,0.0011289794,0.0011361804,0.000048121998,0.0023825287,0.000081129554,0.000019120149,0.00015175453,0.0030355253,0.00014000376],"about_ca_topic_score_codex":0.000119525794,"about_ca_topic_score_gemma":0.000104782426,"teacher_disagreement_score":0.07887777,"about_ca_system_score_codex":0.00040894112,"about_ca_system_score_gemma":0.000450976,"threshold_uncertainty_score":0.9776918},"labels":[],"label_agreement":null},{"id":"W2903882210","doi":"10.1159/000494383","title":"Changes in and Interactions between Physical and Mental Health in Older Japanese: The Nakanojo Study","year":2018,"lang":"en","type":"article","venue":"Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Anxiety; Hospital Anxiety and Depression Scale; Psychology; Quality of life (healthcare); Depression (economics); Medicine; Longitudinal study; Gerontology; Mental health; Psychiatry","score_opus":0.04673056940993207,"score_gpt":0.38062039826022614,"score_spread":0.33388982885029406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2903882210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94677305,0.00017506939,0.0000011662539,0.052032344,0.00012445844,0.0006178034,0.000005347871,0.000012556171,0.00025821815],"genre_scores_gemma":[0.9985914,0.000019904768,0.000023050248,0.0007285742,0.00023060512,0.00003619961,0.0000074448467,0.0000074517666,0.0003553182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992456,0.0001276461,0.00013282175,0.00021347568,0.00006343509,0.00021702681],"domain_scores_gemma":[0.9995834,0.00015662571,0.000035859135,0.00015043885,0.000013954322,0.00005968809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015174621,0.00008918162,0.000277107,0.00008330961,0.000056920726,0.0000060503016,0.000045334644,0.000033135697,0.000028258608],"category_scores_gemma":[0.000044811164,0.0000634848,0.000008728197,0.0000866717,0.00020758652,0.000038030223,0.000067244495,0.00019177784,0.000007752634],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009068638,0.00047418117,0.81943184,0.000028959115,0.00004086344,0.000011957345,0.13850278,1.9529544e-8,0.00013849181,0.00001990955,0.0019915064,0.03926883],"study_design_scores_gemma":[0.002037162,0.0010892391,0.9843139,0.000039247483,0.000008791649,0.000078993806,0.010998853,0.000042749274,0.000021482456,0.000034167766,0.001283665,0.00005172836],"about_ca_topic_score_codex":0.00151003,"about_ca_topic_score_gemma":0.08052312,"teacher_disagreement_score":0.16488211,"about_ca_system_score_codex":0.00006340633,"about_ca_system_score_gemma":0.000020780253,"threshold_uncertainty_score":0.9362549},"labels":[],"label_agreement":null},{"id":"W2904063131","doi":"10.5770/cgj.21.319","title":"Improving Prediction of Risk of Admission to Long-Term Care or Mortality Among Home Care Users With IDD","year":2018,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Lakehead University; Queen's University","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Frailty Index; Psychological intervention; Gerontology; Long-term care; Population; Cohort; Environmental health; Nursing","score_opus":0.014100055815878112,"score_gpt":0.25678170110669524,"score_spread":0.24268164529081712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904063131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972794,0.00039665576,0.0005288706,0.000068885805,0.000665895,0.0004073162,0.00047521357,0.000015612859,0.00016215032],"genre_scores_gemma":[0.9979661,0.00006515986,0.0010163927,0.000045393597,0.0007524934,0.000003540019,0.000040988736,0.000037474092,0.000072468916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835163,0.000057160476,0.0004848667,0.00023599176,0.00047495673,0.00039536864],"domain_scores_gemma":[0.99631315,0.000031994114,0.00041114338,0.00039030495,0.0013563933,0.0014969822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020982345,0.0001797043,0.0003528367,0.0005965711,0.00019856499,0.000032535383,0.00018089966,0.00016040959,0.0001813651],"category_scores_gemma":[0.00049422734,0.00013898022,0.000095420946,0.00058168435,0.000118018106,0.00016143257,0.000025968162,0.00037268992,0.0000026816642],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023726479,0.00001285063,0.98234713,0.00035564287,0.000087730055,0.00019162355,0.005754018,0.000029672883,0.00032952914,5.768838e-7,0.0006178718,0.010036117],"study_design_scores_gemma":[0.0015631154,0.001281624,0.99163264,0.0005201943,0.00043065794,0.00022237908,0.0022452527,0.000038207494,0.0018089935,0.0000019281545,0.00011601359,0.00013899141],"about_ca_topic_score_codex":0.038097207,"about_ca_topic_score_gemma":0.3155616,"teacher_disagreement_score":0.27746436,"about_ca_system_score_codex":0.0008433164,"about_ca_system_score_gemma":0.0026095377,"threshold_uncertainty_score":0.9683082},"labels":[],"label_agreement":null},{"id":"W2904348652","doi":"10.11606/t.25.2018.tde-09052018-213716","title":"Qualidade de vida e síndrome da fragilidade em idosos","year":2018,"lang":"pt","type":"dissertation","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Humanities; Psychology; Quality of life (healthcare); Sociology; Medicine; Art","score_opus":0.02605229948144807,"score_gpt":0.32952143808016093,"score_spread":0.3034691385987129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904348652","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9248362,0.0017319003,0.0026060499,0.0018659633,0.007263883,0.002736739,0.00022901133,0.00079736457,0.05793289],"genre_scores_gemma":[0.59976816,0.00018040123,0.003218025,0.0024968444,0.002446672,0.00019273523,0.004522219,0.00039017815,0.3867848],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99253476,0.00034832273,0.0018080018,0.0017321773,0.0017098016,0.001866929],"domain_scores_gemma":[0.9947032,0.0004928968,0.000765809,0.0021105446,0.000763117,0.0011644702],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00085453165,0.0014699539,0.0018098841,0.000714153,0.00035311503,0.00038508794,0.0010628657,0.0022753603,0.025998749],"category_scores_gemma":[0.001605914,0.0014326274,0.00066380814,0.00084253855,0.00023404181,0.00030758616,0.00014360523,0.0019168174,0.014232393],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003828411,0.0043005026,0.019144543,0.017786056,0.006080095,0.0027680986,0.2778581,0.000032265325,0.056314074,0.0035336083,0.49922743,0.10912682],"study_design_scores_gemma":[0.032803252,0.011498311,0.1870954,0.030412948,0.010067648,0.0024893861,0.31086802,0.010633446,0.18132982,0.002956677,0.20657834,0.013266752],"about_ca_topic_score_codex":0.0019442162,"about_ca_topic_score_gemma":0.001628661,"teacher_disagreement_score":0.3288519,"about_ca_system_score_codex":0.0007589104,"about_ca_system_score_gemma":0.0012855245,"threshold_uncertainty_score":0.999805},"labels":[],"label_agreement":null},{"id":"W2904372037","doi":"10.1016/j.ssmph.2018.100336","title":"Immigration factors and potentially avoidable hospitalizations in Canada","year":2018,"lang":"en","type":"article","venue":"SSM - Population Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture; Cummings Foundation","keywords":"Immigration; Medicine; Business; Environmental health; Political science; Law","score_opus":0.014725070881503422,"score_gpt":0.284236338112372,"score_spread":0.26951126723086855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904372037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99385536,0.00009085687,0.0007713592,0.004330192,0.0002761117,0.00046738752,0.000014083139,0.000030283696,0.00016434671],"genre_scores_gemma":[0.9975499,0.000032152304,0.0006609526,0.0010038196,0.00009223617,0.0000069530583,0.00035502936,0.000013555502,0.00028541058],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999021,0.000044195684,0.00032025887,0.00018325231,0.00021499331,0.00021630996],"domain_scores_gemma":[0.9994993,0.000021054315,0.000101260084,0.00014810683,0.00008177161,0.00014848384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011151418,0.000091647955,0.0001714096,0.00010656108,0.00013128815,0.000012317685,0.000026422555,0.000040029146,0.00007984321],"category_scores_gemma":[0.00008671805,0.00008584147,0.000013054295,0.00024182205,0.00001987468,0.00012337165,0.000010390602,0.00008291716,0.0000042074353],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000088814095,0.000020004858,0.9939846,0.000049163587,0.000004476794,0.000001180497,0.0009997572,0.000027279304,0.000020524223,0.00033469746,0.002110402,0.0024390419],"study_design_scores_gemma":[0.0004359675,0.00013874388,0.9957976,0.000071829214,0.000005426935,0.000004381084,0.0006214236,0.0019982995,0.000041687104,0.0001609839,0.0006507557,0.00007295542],"about_ca_topic_score_codex":0.95387197,"about_ca_topic_score_gemma":0.98857415,"teacher_disagreement_score":0.03470213,"about_ca_system_score_codex":0.00072685844,"about_ca_system_score_gemma":0.000991536,"threshold_uncertainty_score":0.35005137},"labels":[],"label_agreement":null},{"id":"W2904623068","doi":"10.5770/cgj.21.318","title":"Goal-Based Care Planning in Regional Geriatric Services for Older Persons Living with Frailty","year":2018,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Trent University; Ontario Stroke Network","funders":"","keywords":"Medicine; Gerontology; Geriatric care; Geriatrics; Older people; Nursing; Psychiatry","score_opus":0.01998578974406011,"score_gpt":0.2699043018675519,"score_spread":0.24991851212349175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904623068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98278606,0.0038686465,0.0019642257,0.0064284676,0.0012444401,0.0010734876,0.0001392821,0.00006538489,0.0024300022],"genre_scores_gemma":[0.9849491,0.000018482357,0.009426356,0.002479813,0.0025058314,0.000031446223,0.000050520488,0.00008094185,0.00045752086],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795383,0.000050539813,0.00038193897,0.00036571728,0.0003863255,0.00086162344],"domain_scores_gemma":[0.9976534,0.00016851728,0.00020791219,0.000281713,0.0006165846,0.0010718567],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032897454,0.0002726306,0.00035590146,0.0012085425,0.00045541825,0.00015193892,0.00025769684,0.00021929061,0.00021768226],"category_scores_gemma":[0.00013899188,0.0002486258,0.00012848996,0.0008023638,0.000086989145,0.00018906113,0.000015163813,0.0005385759,0.000015173776],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000638177,0.0001603093,0.8570799,0.0015029503,0.00026998096,0.001759645,0.041197143,0.00089160027,0.00023347173,0.000060332215,0.07852236,0.017684128],"study_design_scores_gemma":[0.010892097,0.0017138758,0.80260986,0.0030593234,0.00043305807,0.00280493,0.01692283,0.0042555276,0.000104142746,0.000057293928,0.15598916,0.0011579294],"about_ca_topic_score_codex":0.0079428535,"about_ca_topic_score_gemma":0.09813929,"teacher_disagreement_score":0.09019644,"about_ca_system_score_codex":0.0010791525,"about_ca_system_score_gemma":0.003419774,"threshold_uncertainty_score":0.9999966},"labels":[],"label_agreement":null},{"id":"W2905207666","doi":"10.1017/s0714980818000405","title":"Older Men’s Definitions of Frailty – The Manitoba Follow-up Study","year":2018,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Gerontology; Frailty Index; Theme (computing); Older people; Medicine; Cohort study; Successful aging; Psychology","score_opus":0.03321473237707639,"score_gpt":0.25520590040866115,"score_spread":0.22199116803158475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905207666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8842812,0.0056105107,0.00011378548,0.06944969,0.017266657,0.0018211143,0.0004967788,0.000029407205,0.020930834],"genre_scores_gemma":[0.9826036,0.0005278234,0.00013695195,0.0027996267,0.004437162,0.000076438744,0.000034959998,0.00014018404,0.009243255],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99473834,0.000722952,0.0013276276,0.0006688805,0.00042422008,0.0021179996],"domain_scores_gemma":[0.99273324,0.0005256673,0.00059906486,0.0012618264,0.0011663055,0.003713911],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023726493,0.00067090854,0.00085275545,0.00083208055,0.0014979084,0.00027581802,0.0009732288,0.00024243968,0.0040652403],"category_scores_gemma":[0.0012456652,0.0005893535,0.00040023212,0.0008631206,0.0009753703,0.00022389494,0.00006781406,0.00147087,0.00032691978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019286362,0.001467805,0.104575045,0.0008608117,0.004162158,0.016100744,0.19723354,0.00025145736,0.0001949112,0.044024073,0.5538516,0.07708496],"study_design_scores_gemma":[0.007160491,0.004038216,0.15761508,0.008747011,0.0018137777,0.0049371873,0.09073068,0.00046931888,0.00021728114,0.0010284353,0.7221478,0.0010947139],"about_ca_topic_score_codex":0.25336584,"about_ca_topic_score_gemma":0.958279,"teacher_disagreement_score":0.70491314,"about_ca_system_score_codex":0.0042551784,"about_ca_system_score_gemma":0.0028590302,"threshold_uncertainty_score":0.999802},"labels":[],"label_agreement":null},{"id":"W2905367971","doi":"10.1007/s41999-018-0143-2","title":"Frailty: a new vulnerability indicator in people aging with HIV","year":2018,"lang":"en","type":"review","venue":"European Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Vulnerability (computing); Human immunodeficiency virus (HIV); Gerontology; Environmental health; Virology; Computer security","score_opus":0.05117295409796913,"score_gpt":0.33198223870426036,"score_spread":0.28080928460629123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905367971","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002981997,0.9720776,0.00031673332,0.0014095694,0.00068598485,0.0024879675,0.000024012315,0.00030738531,0.022392515],"genre_scores_gemma":[0.00017719665,0.97640157,0.0016919236,0.00050295546,0.0077208863,0.000047524853,0.00036647622,0.00039807762,0.012693405],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933712,0.0011653526,0.0020519798,0.0015811065,0.00093178754,0.0008985991],"domain_scores_gemma":[0.99532175,0.0005495919,0.0009968306,0.0020356085,0.00012781785,0.00096838997],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025013653,0.0011151283,0.0041460064,0.001334667,0.00011643242,0.000032900978,0.0006349019,0.0002833207,0.0021747465],"category_scores_gemma":[0.0015882173,0.0007210684,0.00033727486,0.0026449978,0.00037835984,0.00010471017,0.0002980372,0.0018058212,0.0017502686],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007052551,0.00017917131,0.0010809773,0.02267158,0.00030444638,0.010129439,0.0021036458,2.3758389e-7,4.1966575e-7,0.00000876226,0.09789238,0.8655584],"study_design_scores_gemma":[0.0040411004,0.0008657914,0.0016191076,0.031216413,0.002140921,0.0104672825,0.000092117465,0.0000037844154,2.1845138e-7,0.000005771148,0.94890773,0.0006397323],"about_ca_topic_score_codex":0.0003634488,"about_ca_topic_score_gemma":0.000113329545,"teacher_disagreement_score":0.8649187,"about_ca_system_score_codex":0.000505564,"about_ca_system_score_gemma":0.0013092695,"threshold_uncertainty_score":0.99952406},"labels":[],"label_agreement":null},{"id":"W2905441120","doi":"10.1093/geroni/igy037","title":"Social and Economic Predictors of Worse Frailty Status Occurrence Across Selected Countries in North and South America and Europe","year":2018,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Demography; Poisson regression; Gerontology; Social vulnerability; Medicine; Vulnerability (computing); Incidence (geometry); Stressor; Population; Psychological intervention; Environmental health","score_opus":0.025311461575152176,"score_gpt":0.3111261915234014,"score_spread":0.2858147299482492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905441120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991549,0.000056565208,0.000042268133,0.0003195327,0.000072431314,0.00016445977,0.0000888562,0.000022303591,0.00007867031],"genre_scores_gemma":[0.99949294,0.000045580466,0.00014880294,0.00016254057,0.00007498846,0.0000052046603,0.000042461783,0.000007867837,0.000019602809],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99910855,0.000024243487,0.00037317467,0.00020545587,0.00008624353,0.00020235703],"domain_scores_gemma":[0.999479,0.00005209857,0.00016353787,0.00007071528,0.00020795943,0.000026685317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000114345836,0.00009520503,0.00019498386,0.00021648362,0.000055221975,0.00002532569,0.000028204193,0.000038794107,0.00000999012],"category_scores_gemma":[0.00024697237,0.00009916385,0.0000034770292,0.00095880625,0.00043432738,0.0001421393,0.0000521079,0.00014949226,0.0000017693909],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060479706,0.000010941672,0.97464424,0.00006587835,0.000008954371,0.0000022186034,0.021175139,0.0000018840657,0.0003465365,0.000035764122,0.00018327625,0.003464684],"study_design_scores_gemma":[0.0013034003,0.00007891545,0.99555165,0.00008675473,0.0000052888226,0.0000044382873,0.00077901094,0.0004021371,0.00024175634,0.00001413166,0.0014489931,0.0000835163],"about_ca_topic_score_codex":0.00026402628,"about_ca_topic_score_gemma":0.0007016629,"teacher_disagreement_score":0.020907413,"about_ca_system_score_codex":0.000047500103,"about_ca_system_score_gemma":0.000102024926,"threshold_uncertainty_score":0.40437844},"labels":[],"label_agreement":null},{"id":"W2905979765","doi":"10.1016/j.jgo.2018.12.002","title":"Assessing the learning needs of the multidisciplinary team on geriatric oncology and frailty","year":2018,"lang":"en","type":"letter","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CancerCare Manitoba; Research Institute in Oncology and Hematology; University of Manitoba","funders":"","keywords":"Medicine; Scopus; Geriatric oncology; Clinical trial; Internal medicine; Oncology; Gerontology; Cancer; MEDLINE; Family medicine","score_opus":0.03826152237549421,"score_gpt":0.36741824019462105,"score_spread":0.3291567178191268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905979765","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30707255,0.0020674677,0.0001002511,0.66643643,0.0077757826,0.0010025565,0.000011922,0.00003250663,0.015500539],"genre_scores_gemma":[0.5819086,0.0038869753,0.006328817,0.27965358,0.10155682,0.00006800601,0.00005728694,0.0005360728,0.026003828],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99429977,0.001870683,0.001875264,0.00035609235,0.0009264972,0.00067167677],"domain_scores_gemma":[0.9900355,0.0039768447,0.004328727,0.0007054721,0.000786048,0.00016744196],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002448037,0.0005499276,0.002004823,0.0010467969,0.00041409416,0.000061653394,0.0008448244,0.002113814,0.00023424887],"category_scores_gemma":[0.0020825353,0.00029764336,0.0006538519,0.0010389184,0.0008789152,0.00018479238,0.0005134908,0.007847297,0.000028173123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000534544,0.00040919526,0.0054727676,0.00039368897,0.0005978357,0.0007720091,0.0027005766,0.000056240267,0.0010356955,0.000005093565,0.95810634,0.029916037],"study_design_scores_gemma":[0.0041547273,0.010127178,0.031209314,0.00044482804,0.0017772925,0.008423978,0.0017105179,0.00010296824,0.0001147084,0.00015869254,0.94147044,0.00030534688],"about_ca_topic_score_codex":0.000038423957,"about_ca_topic_score_gemma":0.0000080901345,"teacher_disagreement_score":0.38678285,"about_ca_system_score_codex":0.0011152322,"about_ca_system_score_gemma":0.0028515733,"threshold_uncertainty_score":0.99994755},"labels":[],"label_agreement":null},{"id":"W2906066521","doi":"10.1016/j.jvs.2018.10.053","title":"Scoping review of frailty in vascular surgery","year":2018,"lang":"en","type":"article","venue":"Journal of Vascular Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal General Hospital; Jewish General Hospital","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Vascular surgery; General surgery; Surgery; Cardiac surgery","score_opus":0.0509197183360575,"score_gpt":0.321767826846173,"score_spread":0.2708481085101155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906066521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72281677,0.27143127,0.00075005484,0.0018844188,0.0018821198,0.00069232576,0.0000032885202,0.00002754758,0.00051222456],"genre_scores_gemma":[0.63516456,0.35492256,0.002826769,0.004262174,0.0025262972,0.000019800089,0.00002083675,0.00014968013,0.000107331834],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.9955559,0.00036185852,0.0021997902,0.00023695687,0.0012343838,0.00041113142],"domain_scores_gemma":[0.9957883,0.0012210693,0.0010316431,0.0006756139,0.0010309374,0.00025244564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00656664,0.00024379863,0.0020874368,0.00080331886,0.000035709447,0.000012491149,0.00016904733,0.00015445433,0.0006341479],"category_scores_gemma":[0.006285671,0.00020392008,0.0018008713,0.00089285,0.00017588635,0.00028618518,0.00005663892,0.00044048586,0.000035438436],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004923591,0.0020501919,0.54670715,0.1774461,0.0033200462,0.003227753,0.00068214507,0.000021306212,0.004755142,0.0000251892,0.13979541,0.1214772],"study_design_scores_gemma":[0.001489152,0.00022943498,0.17212762,0.8038914,0.0006635786,0.000866878,0.000059163638,0.000025044685,0.0066150906,0.00005997918,0.013520557,0.00045206456],"about_ca_topic_score_codex":0.000049092076,"about_ca_topic_score_gemma":0.00002583867,"teacher_disagreement_score":0.62644535,"about_ca_system_score_codex":0.00012222951,"about_ca_system_score_gemma":0.0011141011,"threshold_uncertainty_score":0.8315619},"labels":[],"label_agreement":null},{"id":"W2906190218","doi":"10.1016/j.acvdsp.2018.10.033","title":"PROgnostic value at one year of the frailty level evaluated by the SEGA score for octogenarians presenting an acute COronary syndrome: PROSECO study","year":2018,"lang":"en","type":"article","venue":"Archives of Cardiovascular Diseases Supplements","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Medicine; Acute coronary syndrome; Internal medicine; Multivariate analysis; Body mass index; Population; Myocardial infarction","score_opus":0.04917489243950674,"score_gpt":0.308675837180239,"score_spread":0.25950094474073226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906190218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98405737,0.0009438169,0.0006915429,0.00020479348,0.00017248356,0.008756877,0.005047116,0.00003545898,0.000090526104],"genre_scores_gemma":[0.9971054,0.00003607873,0.0006555187,0.000050328374,0.000103238395,0.0005583755,0.00090080715,0.000075813434,0.000514448],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962459,0.0005750583,0.0006030142,0.00060999434,0.0014533991,0.0005125864],"domain_scores_gemma":[0.9971693,0.0002766306,0.0002384989,0.001878538,0.00023610744,0.000200931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004446563,0.00031403181,0.0007320863,0.00008307652,0.00034520234,0.000021629534,0.00072638254,0.00004754474,0.00013012851],"category_scores_gemma":[0.00040109572,0.00020926427,0.0010358783,0.00023840791,0.00065013685,0.00012720426,0.0006120444,0.00014147336,0.0000058590567],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011612372,0.0029274088,0.95808107,0.00060566474,0.023788465,0.000028573426,0.003155029,0.00017608207,0.0026436094,0.000016710555,0.002486121,0.004930014],"study_design_scores_gemma":[0.008297684,0.0025140657,0.97140837,0.00031358705,0.011022749,0.000058655645,0.00069902244,0.001106252,0.0032407243,0.00022125899,0.0008766238,0.00024098567],"about_ca_topic_score_codex":0.00016502837,"about_ca_topic_score_gemma":0.000045388926,"teacher_disagreement_score":0.013327308,"about_ca_system_score_codex":0.00004870367,"about_ca_system_score_gemma":0.00022273307,"threshold_uncertainty_score":0.85335493},"labels":[],"label_agreement":null},{"id":"W2906247453","doi":"10.1016/j.jgo.2018.12.001","title":"Exploring the geriatric needs of oncology inpatients at an academic cancer centre","year":2018,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Geriatric oncology; Mood; Observational study; Geriatrics; Cancer; Cognition; Vulnerability (computing); Family medicine; Internal medicine; Psychiatry","score_opus":0.08032045949367464,"score_gpt":0.3636471730971406,"score_spread":0.28332671360346595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906247453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98322254,0.0010691712,0.000031907148,0.0076606874,0.005595622,0.00037054965,0.000010201022,0.000018264598,0.0020210491],"genre_scores_gemma":[0.9882355,0.0034661996,0.0008420567,0.00081443944,0.005565054,0.000015521206,0.0000035474518,0.000040900355,0.001016818],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99697345,0.00042745567,0.0013920307,0.00018509867,0.0005108154,0.00051114487],"domain_scores_gemma":[0.9961849,0.00051333243,0.0016863133,0.0003655393,0.00090248015,0.0003474517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010352829,0.00023240242,0.0009482316,0.00073149573,0.00013588759,0.000006090646,0.0004931115,0.00035136574,0.000712996],"category_scores_gemma":[0.0005300914,0.00015604761,0.00022187554,0.0010849087,0.0003297849,0.0003398704,0.00019514607,0.0009384786,0.000049652586],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009948173,0.0020030516,0.18806094,0.00028338048,0.0009790042,0.00037056347,0.043959036,0.000113956165,0.043035068,0.000116916475,0.06850425,0.6426257],"study_design_scores_gemma":[0.017118856,0.031766493,0.27492556,0.00027148143,0.002058007,0.003916849,0.0067354417,0.00015659891,0.011868294,0.00022408023,0.65045863,0.0004997069],"about_ca_topic_score_codex":0.00012596099,"about_ca_topic_score_gemma":0.00014591825,"teacher_disagreement_score":0.64212596,"about_ca_system_score_codex":0.0015785684,"about_ca_system_score_gemma":0.0013281335,"threshold_uncertainty_score":0.78068066},"labels":[],"label_agreement":null},{"id":"W2906702588","doi":"10.1016/j.maturitas.2019.01.002","title":"Prediction of unplanned hospital admissions in older community dwellers using the 6-item Brief Geriatric Assessment: Results from REPERAGE, an observational prospective population-based cohort study","year":2019,"lang":"en","type":"article","venue":"Maturitas","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Mary's Hospital; McGill University Health Centre; McGill University; University Health Network; Jewish General Hospital","funders":"MSD France","keywords":"Medicine; Observational study; Odds ratio; Prospective cohort study; Emergency medicine; Hazard ratio; Cohort study; Population; Incidence (geometry); Cohort; Risk assessment; Confidence interval; Internal medicine; Environmental health","score_opus":0.046819044606902394,"score_gpt":0.3200327723106472,"score_spread":0.2732137277037448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2906702588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99464715,0.000021814181,0.000026395466,0.000573028,0.00034183334,0.003327211,0.00063579547,0.000071113725,0.0003556928],"genre_scores_gemma":[0.9955985,0.0000013255618,0.0012639859,0.00011304728,0.00008953905,0.000052389365,0.0027156724,0.000029486513,0.00013608354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977197,0.00048009527,0.0006424136,0.0003612153,0.00060257054,0.00019397774],"domain_scores_gemma":[0.9978213,0.0006401329,0.00028593646,0.000912344,0.00023062232,0.00010970321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007995248,0.0001907529,0.00036252305,0.0001527129,0.00019790498,0.000034900237,0.0001895061,0.00013069915,0.00014021558],"category_scores_gemma":[0.00066822063,0.00015340779,0.000068273504,0.0004918488,0.000032820233,0.00024349707,0.000060837756,0.0006490026,0.0000023732612],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036020292,0.001879321,0.9929523,0.00002778959,0.000095656,0.0000071420004,0.0027176493,0.0012564466,0.00043403776,0.000014627786,0.0002152029,0.00003965357],"study_design_scores_gemma":[0.005018445,0.000633534,0.9722364,0.00022364219,0.00012529345,0.0000026959663,0.0026036846,0.01880073,0.000116430405,0.0000976216,0.000013023237,0.0001285023],"about_ca_topic_score_codex":0.00980561,"about_ca_topic_score_gemma":0.00042742334,"teacher_disagreement_score":0.020715874,"about_ca_system_score_codex":0.00034988223,"about_ca_system_score_gemma":0.00027020145,"threshold_uncertainty_score":0.9967882},"labels":[],"label_agreement":null},{"id":"W2907939702","doi":"10.1016/j.cjca.2018.12.035","title":"Sex And Prognostic Significance of Self-Reported Frailty in Non–ST-Segment Elevation Acute Coronary Syndromes: Insights From the TRILOGY ACS Trial","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto; Canadian VIGOUR Centre; University of Alberta Hospital; St. Michael's Hospital; University of Alberta","funders":"Merck Sharp and Dohme; Servier; Ferring Pharmaceuticals; Daiichi-Sankyo; F. Hoffmann-La Roche; Janssen Pharmaceuticals; Gilead Sciences; Medtronic; Roche; Daiichi Sankyo Europe; Sanofi; Merck; GlaxoSmithKline; Bayer; Bristol-Myers Squibb; Eli Lilly and Company; AstraZeneca; Schering-Plough; Amylin Pharmaceuticals; Pfizer","keywords":"Medicine; Acute coronary syndrome; Internal medicine; Elevation (ballistics); Cardiology; ST segment; Trilogy; Myocardial infarction","score_opus":0.029870617974212813,"score_gpt":0.27108775641865696,"score_spread":0.24121713844444415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907939702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954296,0.0005206073,0.00056690146,0.0014307656,0.00089255406,0.00081036956,0.000051449402,0.00000540007,0.0002923636],"genre_scores_gemma":[0.99818313,0.00010267863,0.0003238378,0.00030628798,0.0009739137,0.000016106982,0.00003097018,0.000016459406,0.000046614194],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982359,0.00029154195,0.0007822039,0.0002120288,0.00019277095,0.00028554723],"domain_scores_gemma":[0.99808013,0.00049270206,0.00045693057,0.00028664683,0.00036304878,0.0003205078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043243793,0.000160295,0.000771992,0.0002415595,0.000062301435,0.000009349674,0.00017547376,0.0002156885,0.000023889015],"category_scores_gemma":[0.0007044656,0.00011635412,0.00009624996,0.00021555694,0.00041392195,0.00007792698,0.000016941976,0.0003765674,0.0000031030218],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012293894,0.00008295852,0.90489775,0.0000971789,0.007098601,0.0072660265,0.008711445,0.00014895956,0.014655272,0.000101830614,0.026596943,0.018049119],"study_design_scores_gemma":[0.025916703,0.0049124868,0.9511736,0.00021872076,0.0009421329,0.0032496555,0.00051073445,0.000066102664,0.0006786376,0.0005949616,0.011556489,0.00017976627],"about_ca_topic_score_codex":0.0016431278,"about_ca_topic_score_gemma":0.00439729,"teacher_disagreement_score":0.046275835,"about_ca_system_score_codex":0.00023218912,"about_ca_system_score_gemma":0.0018864482,"threshold_uncertainty_score":0.47447833},"labels":[],"label_agreement":null},{"id":"W2909144970","doi":"10.1016/s1474-4422(18)30371-5","title":"Investigation of frailty as a moderator of the relationship between neuropathology and dementia in Alzheimer's disease: a cross-sectional analysis of data from the Rush Memory and Aging Project","year":2019,"lang":"en","type":"article","venue":"The Lancet Neurology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":313,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"National Institute on Aging; Canadian Institutes of Health Research","keywords":"Dementia; Neuropathology; Medicine; Alzheimer's disease; Cohort; Disease; Cohort study; Gerontology; Cross-sectional study; Clinical Dementia Rating; Psychology; Pathology","score_opus":0.1689694459413566,"score_gpt":0.3658159027975547,"score_spread":0.19684645685619812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909144970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940002,0.0008218002,0.000011933635,0.0043323226,0.00005104345,0.00041337925,0.00032619303,0.000007235921,0.000035891448],"genre_scores_gemma":[0.9987671,0.000023931192,0.000048507947,0.000958156,0.00006522692,0.0000081140115,0.00011333797,0.000008660955,0.0000069708876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984717,0.00061584584,0.00033972898,0.000283369,0.00016870842,0.00012065078],"domain_scores_gemma":[0.99710864,0.0016932915,0.0002621204,0.00086409337,0.00004668871,0.00002519166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057028263,0.00008843476,0.00036796078,0.000093385475,0.00004692032,0.000006832229,0.00030928853,0.000063537955,0.00001366328],"category_scores_gemma":[0.00061386364,0.000051476785,0.00003782544,0.00037089022,0.00052729243,0.000077067154,0.00030528175,0.00029923624,6.5878953e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024945172,0.000009708439,0.9974861,0.00002418989,0.00026977385,0.0000019174054,0.00049068616,0.000115042036,0.0011132789,0.00014041155,0.000037180474,0.00006222917],"study_design_scores_gemma":[0.00089021976,0.00007775626,0.99221164,0.00001670227,0.0010716063,0.000007497639,0.000013226965,0.004140499,0.00012984258,0.0013887584,0.00001680618,0.00003543785],"about_ca_topic_score_codex":0.0004511347,"about_ca_topic_score_gemma":0.00020221397,"teacher_disagreement_score":0.0052744835,"about_ca_system_score_codex":0.0000027475564,"about_ca_system_score_gemma":0.000086121894,"threshold_uncertainty_score":0.20991625},"labels":[],"label_agreement":null},{"id":"W2909688803","doi":"10.18632/oncotarget.25324","title":"Association of PDCD6 polymorphisms with the risk of cancer: Evidence from a meta-analysis","year":2018,"lang":"en","type":"review","venue":"Oncotarget","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Odds ratio; Confidence interval; Internal medicine; Medicine; Meta-analysis; Genetic model; Allele; Gastroenterology; Genotype; Case-control study; Oncology; Genetics; Biology; Gene","score_opus":0.09197243386707388,"score_gpt":0.3691838369086882,"score_spread":0.27721140304161435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909688803","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024997935,0.9953285,0.00010088843,0.0014054469,0.000103113416,0.0008282727,0.0017937759,0.000019374595,0.00017066322],"genre_scores_gemma":[0.00024811682,0.99083066,0.0014543224,0.000080352096,0.00028128282,0.0001758426,0.00019840346,0.000047462403,0.006683545],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.996573,0.00061486964,0.0009481702,0.00050250295,0.0011097083,0.00025180727],"domain_scores_gemma":[0.9927943,0.0018872835,0.0034288282,0.0012619405,0.00053606916,0.00009162348],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011139208,0.00042343265,0.005479659,0.00022867741,0.00004767749,0.000012215842,0.0004499181,0.0003200032,0.0023226992],"category_scores_gemma":[0.0008031414,0.00020463351,0.003121049,0.0013556824,0.00015251865,0.00007185407,0.00007499677,0.00046675993,0.00004451705],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007346031,0.00014697947,0.025127897,0.0039798366,0.9073279,0.000008831131,0.0006337382,0.000013706124,0.0000040058153,0.0000026671837,0.042818308,0.019862657],"study_design_scores_gemma":[0.00015919206,0.0001434117,0.0011743509,0.0021023112,0.6207019,0.0000010588383,0.000009017939,0.000011481798,0.000019789348,0.0000064780334,0.37553713,0.0001338769],"about_ca_topic_score_codex":0.014787,"about_ca_topic_score_gemma":0.0053977477,"teacher_disagreement_score":0.33271885,"about_ca_system_score_codex":0.00036592997,"about_ca_system_score_gemma":0.00064349285,"threshold_uncertainty_score":0.99858934},"labels":[],"label_agreement":null},{"id":"W2909876699","doi":"10.3934/medsci.2019.1.33","title":"Older adults’ activity on a geriatric hospital unit: A behavioral mapping study","year":2019,"lang":"en","type":"article","venue":"AIMS Medical Science","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health; Simon Fraser University; University of British Columbia","funders":"Canada Research Chairs","keywords":"Observational study; Sitting; Medicine; Visitor pattern; Dementia; Activities of daily living; Geriatrics; Unit (ring theory); Gerontology; Physical medicine and rehabilitation; Physical therapy; Psychology; Disease; Psychiatry","score_opus":0.021567128630831957,"score_gpt":0.324877211793073,"score_spread":0.30331008316224106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2909876699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918959,0.00001660145,0.000049357575,0.0032763085,0.0011857678,0.0015054118,0.0000025216186,0.00012880747,0.0019392933],"genre_scores_gemma":[0.99823165,0.0000038527587,0.00012993709,0.00059297145,0.00019079138,0.000043196367,0.0000020479217,0.000017072105,0.00078848103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99524784,0.00005922512,0.00026916308,0.00079880474,0.0029484704,0.0006764762],"domain_scores_gemma":[0.9981308,0.0001381694,0.00009327832,0.0006849776,0.00015824843,0.00079451466],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010861107,0.00021378098,0.00034623148,0.00026189347,0.00016322431,0.00004795826,0.00060765556,0.00012647192,0.0012693683],"category_scores_gemma":[0.000829893,0.0001618697,0.00007851789,0.0016354087,0.0005663712,0.00028714407,0.00027180763,0.00063107564,0.0007080481],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024707188,0.010331028,0.6727054,0.0001092478,0.00003051595,0.00070777093,0.012122017,0.0000013129378,0.0015619741,0.00007448831,0.0009924651,0.30111673],"study_design_scores_gemma":[0.004233695,0.003755079,0.9870604,0.00045016824,0.000028895869,0.00004873922,0.0026243478,0.00084344874,0.00038507086,0.0000070063593,0.00031007204,0.00025304547],"about_ca_topic_score_codex":0.00043481737,"about_ca_topic_score_gemma":0.000034164936,"teacher_disagreement_score":0.31435505,"about_ca_system_score_codex":0.00017581113,"about_ca_system_score_gemma":0.00062782073,"threshold_uncertainty_score":0.9996436},"labels":[],"label_agreement":null},{"id":"W2910055738","doi":"10.1177/2050312118822440","title":"Feasibility of population screening tests to establish a healthy ageing trajectory","year":2019,"lang":"en","type":"article","venue":"SAGE Open Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute of Mental Health; National Institutes of Health; Flinders University","keywords":"Medicine; Gerontology; Quality of life (healthcare); Test (biology); Distress; Population; Cognition; Anthropometry; Life expectancy; Mental health; Physical therapy; Environmental health; Clinical psychology; Psychiatry; Nursing","score_opus":0.06513044301411376,"score_gpt":0.3798882411372437,"score_spread":0.31475779812312993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910055738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781898,0.00031879684,0.00057222974,0.006934007,0.00040151898,0.0032599084,0.000012652606,0.00005947619,0.010251586],"genre_scores_gemma":[0.9868893,0.000014077297,0.007173006,0.0029745472,0.0002347315,0.00002367179,0.000113689304,0.000038734124,0.002538242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99770635,0.00011820684,0.00067224493,0.00051400857,0.0006330651,0.0003561119],"domain_scores_gemma":[0.99811155,0.00026354677,0.00020221288,0.0008650004,0.00017212341,0.0003855659],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014089446,0.00020174315,0.00077415607,0.00023118376,0.00005665447,0.000017488948,0.00033933102,0.0001017634,0.0015500379],"category_scores_gemma":[0.0017665523,0.00016711568,0.000057555728,0.0006466192,0.000066402434,0.0002783723,0.00018579913,0.0003048886,0.000053468466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001399773,0.00021958722,0.8726838,0.00071815966,0.00005089699,0.00009167216,0.0025508592,0.00007750603,0.014260301,0.000037961872,0.003454243,0.104455225],"study_design_scores_gemma":[0.0060127378,0.0018696665,0.9860574,0.0029230344,0.000067372755,0.000043724584,0.000775398,0.00021946897,0.00017751096,0.00005822842,0.0016342349,0.00016119514],"about_ca_topic_score_codex":0.0063656643,"about_ca_topic_score_gemma":0.0008954741,"teacher_disagreement_score":0.113373615,"about_ca_system_score_codex":0.0001606766,"about_ca_system_score_gemma":0.00010358041,"threshold_uncertainty_score":0.9993627},"labels":[],"label_agreement":null},{"id":"W2910448916","doi":"10.14283/jfa.2018.39","title":"Can a Prebiotic Formulation Reduce Frailty Levels in Older People?","year":2019,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Placebo; Randomized controlled trial; Prebiotic; Physical therapy; Internal medicine; Older people; Weight loss; Gerontology; Nursing homes; Obesity; Nursing; Alternative medicine","score_opus":0.0360420234231306,"score_gpt":0.3103140730748742,"score_spread":0.27427204965174357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910448916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827304,0.00038705888,0.00047832998,0.014156746,0.00048555122,0.0005425774,0.000004827813,0.000023452012,0.001191094],"genre_scores_gemma":[0.9962813,0.000040369083,0.000711555,0.00065501744,0.00032211933,0.0000016402508,0.0000037181428,0.00003902056,0.0019452564],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99783564,0.00014866026,0.000767911,0.00017116511,0.0006603691,0.00041624822],"domain_scores_gemma":[0.9983039,0.00033840566,0.00048896606,0.0004782403,0.00023587643,0.00015460038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011506787,0.00021848312,0.00051302166,0.0002908941,0.0000701383,0.00003424285,0.00032540606,0.00011149777,0.000353313],"category_scores_gemma":[0.0003046939,0.0001510264,0.000155678,0.00045341288,0.000039892104,0.00033914007,0.00007340536,0.0008614758,0.000051552695],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010387251,0.0007211224,0.6424969,0.0008318505,0.0005390033,0.00019157662,0.08665183,0.0051991707,0.1961082,0.00036869946,0.005425655,0.06042725],"study_design_scores_gemma":[0.004282557,0.00028612107,0.98222125,0.0014736132,0.00014940534,0.0010579537,0.0010457365,0.0016960094,0.006578123,0.0005821264,0.00043866833,0.0001884624],"about_ca_topic_score_codex":0.0003432968,"about_ca_topic_score_gemma":0.0003816482,"teacher_disagreement_score":0.3397243,"about_ca_system_score_codex":0.00031207575,"about_ca_system_score_gemma":0.0002776601,"threshold_uncertainty_score":0.61586773},"labels":[],"label_agreement":null},{"id":"W2910469236","doi":"","title":"Abstract 18273: Frailty and Mortality in Older Patients With Acute Myocardial Infarction: Observations From the NCDR ACTION Registry-GWTG","year":2017,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Logistic regression; Myocardial infarction; Gerontology; Emergency medicine; Internal medicine","score_opus":0.06471026707573634,"score_gpt":0.3153767102691829,"score_spread":0.25066644319344655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910469236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959449,0.000018149942,0.00024171283,0.0021786008,0.00032366908,0.0006220674,0.00005621152,0.000039493716,0.00057519606],"genre_scores_gemma":[0.99868846,0.000016518654,0.00014825148,0.00021796137,0.00028973748,0.000034568377,0.00054977636,0.000016432674,0.00003828012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989578,0.000028617776,0.00023547423,0.00029259745,0.00034181922,0.00014369648],"domain_scores_gemma":[0.99868834,0.00006951789,0.00025028517,0.0007693548,0.00015737057,0.00006510209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012063768,0.00013473637,0.0001735365,0.000033803433,0.0003443741,0.00011432965,0.00009784107,0.00013002128,0.00004480317],"category_scores_gemma":[0.00022289954,0.00010364918,0.00004126402,0.000079825564,0.00012890746,0.00056835276,0.00003148253,0.00024744446,0.000009279569],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006258664,0.00006964846,0.9947606,0.0000126920295,0.00011695379,0.00000435024,0.0003667423,0.00005932541,0.00043240745,0.000026274865,0.0002616258,0.0038268487],"study_design_scores_gemma":[0.0023010813,0.000020138943,0.996158,0.00011298353,0.00015097605,0.000004042277,0.000057169975,0.00037013326,0.00003282325,0.0003055781,0.00037292964,0.00011415369],"about_ca_topic_score_codex":0.0023586042,"about_ca_topic_score_gemma":0.0010855208,"teacher_disagreement_score":0.003712695,"about_ca_system_score_codex":0.00012386321,"about_ca_system_score_gemma":0.00007047902,"threshold_uncertainty_score":0.4226691},"labels":[],"label_agreement":null},{"id":"W2911088339","doi":"10.1111/jep.13096","title":"Evaluation of clinical frailty screening in geriatric acute care","year":2019,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Comorbidity; Medical record; Hazard ratio; Proportional hazards model; Frailty Index; Geriatrics; Emergency medicine; Physical therapy; Gerontology; Internal medicine; Confidence interval; Psychiatry","score_opus":0.23535894646323996,"score_gpt":0.5663249202413214,"score_spread":0.33096597377808146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911088339","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98135436,0.0015397011,0.0002735759,0.0047180215,0.0023215949,0.0013975498,0.00000372535,0.000006369657,0.008385135],"genre_scores_gemma":[0.9791672,0.0005264796,0.018768197,0.00065903616,0.00077207957,0.000010557662,0.000012249328,0.000023408178,0.000060782404],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98009825,0.0073120836,0.006589528,0.00041894073,0.0053203725,0.00026081162],"domain_scores_gemma":[0.97155935,0.012744088,0.004791445,0.000573629,0.010122154,0.0002093144],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.10869886,0.00017122754,0.0011190095,0.00050181564,0.000019509527,0.000020819767,0.00020569816,0.00044493968,0.0008428366],"category_scores_gemma":[0.19323868,0.00015059543,0.00044366164,0.000771345,0.00008184164,0.001002867,0.000067568646,0.0019871283,0.000070095855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003579356,0.0013927135,0.5355089,0.00008325881,0.00044648952,0.000059517017,0.0007087339,0.0055523934,0.00008045648,0.000015268031,0.001168686,0.45140427],"study_design_scores_gemma":[0.026539942,0.0022903096,0.9175763,0.0007237722,0.0033338137,0.00018553626,0.0018546121,0.044289872,0.000040338426,0.0003885546,0.002631181,0.0001457526],"about_ca_topic_score_codex":0.000051829647,"about_ca_topic_score_gemma":0.00005609587,"teacher_disagreement_score":0.4512585,"about_ca_system_score_codex":0.00031525173,"about_ca_system_score_gemma":0.0026560184,"threshold_uncertainty_score":0.92284703},"labels":[],"label_agreement":null},{"id":"W2911736951","doi":"","title":"","year":2019,"lang":"fr","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","score_opus":0.021779359818933596,"score_gpt":0.23512563519687205,"score_spread":0.21334627537793846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911736951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7555197,0.050457418,0.00005285349,0.13272189,0.031417277,0.008978509,0.00005798078,0.0002590289,0.020535355],"genre_scores_gemma":[0.70749825,0.00078881223,0.00023482465,0.005243085,0.0034344594,0.003402099,0.000031316496,0.00010613224,0.27926102],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9922988,0.00031617246,0.0010245745,0.0012251349,0.0011726451,0.003962664],"domain_scores_gemma":[0.99486625,0.00078648404,0.00026796217,0.001891444,0.00029158022,0.0018963002],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016783267,0.0006792848,0.0011386434,0.00028339663,0.00009324678,0.00012587885,0.0005739891,0.00062982854,0.0008957415],"category_scores_gemma":[0.0017928374,0.000722263,0.00043010025,0.0008977427,0.00043194945,0.00091796677,0.00031216812,0.0011364943,0.003266838],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003763448,0.00062853686,0.3804328,0.0014583668,0.00040154107,0.0003406456,0.00097580726,0.000087508844,0.00011451422,0.0015968389,0.007527626,0.60605943],"study_design_scores_gemma":[0.01019468,0.00027671337,0.79113966,0.0005921148,0.00043081387,0.0005534628,0.00068319275,0.00036231248,0.0020776282,0.0003365986,0.19276537,0.0005874371],"about_ca_topic_score_codex":0.00094153575,"about_ca_topic_score_gemma":0.00013147564,"teacher_disagreement_score":0.605472,"about_ca_system_score_codex":0.0011254315,"about_ca_system_score_gemma":0.0001932029,"threshold_uncertainty_score":0.99952286},"labels":[],"label_agreement":null},{"id":"W2912010294","doi":"10.2337/dc18-1965","title":"Frailty and Risk of Fractures in Patients With Type 2 Diabetes","year":2019,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":127,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Dalhousie University; University of Toronto; University of Manitoba; Osteoporosis Canada; Queen's University; McMaster University; St. Joseph’s Healthcare Hamilton; University of British Columbia; McGill University; Impact","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Diabetes mellitus; Type 2 diabetes; MEDLINE; Internal medicine; Endocrinology","score_opus":0.00450320043780323,"score_gpt":0.22246602199924023,"score_spread":0.217962821561437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912010294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977354,0.0008996382,7.674663e-8,0.000029680821,0.00009247661,0.00040988706,0.00008011806,0.000021215172,0.0007315387],"genre_scores_gemma":[0.99941766,0.000023251483,0.00019185068,0.00014183074,0.000019982923,0.00000616423,0.00013133971,0.000022828533,0.00004511058],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991818,0.00002790579,0.00014870762,0.00021105325,0.0002130557,0.00021747795],"domain_scores_gemma":[0.99927396,0.00010548864,0.00008050583,0.00029142428,0.00018125195,0.000067394816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000042112242,0.00013267684,0.00031563538,0.00009338595,0.000013183684,0.0000068250883,0.0000588455,0.0000873544,0.000109126515],"category_scores_gemma":[0.00014175216,0.00009753429,0.000027506405,0.00016171494,0.000058538822,0.0000673943,0.000037389484,0.00017974703,0.000037663063],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044200686,0.000049026214,0.98941857,0.00027729088,0.00006305743,5.067073e-7,0.0007652677,0.000010239676,0.00019864201,0.0000013375248,0.00017823439,0.008993618],"study_design_scores_gemma":[0.002342551,0.0008813069,0.9902217,0.00034890493,0.000067992165,2.992353e-8,0.0002310615,0.000026915048,0.0052266726,0.000015791591,0.000522915,0.000114180555],"about_ca_topic_score_codex":0.000019743167,"about_ca_topic_score_gemma":0.000029274279,"teacher_disagreement_score":0.008879437,"about_ca_system_score_codex":0.000027386,"about_ca_system_score_gemma":0.000025696765,"threshold_uncertainty_score":0.3977333},"labels":[],"label_agreement":null},{"id":"W2912104279","doi":"10.1016/j.jchf.2018.12.015","title":"If You Cannot Measure Frailty, You Cannot Improve It","year":2019,"lang":"en","type":"letter","venue":"JACC Heart Failure","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Measure (data warehouse); Computer science; Data mining","score_opus":0.02418115791506374,"score_gpt":0.2745060883430311,"score_spread":0.25032493042796733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912104279","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009297081,0.0006078396,0.000034623677,0.9821558,0.004445969,0.0031195306,0.0013278892,0.00050495646,0.0068737064],"genre_scores_gemma":[0.0025381949,0.0000243092,0.002162513,0.7689754,0.02251778,0.00024191607,0.0024499702,0.00050402485,0.20058595],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9911892,0.00033641234,0.0014418042,0.0021193684,0.0027854906,0.0021277252],"domain_scores_gemma":[0.99411905,0.00040391594,0.00051487394,0.0034618592,0.0009859564,0.0005143716],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0007321637,0.0015772668,0.0025588712,0.0005838083,0.0002279164,0.00021659689,0.0008923075,0.0044426504,0.0031198356],"category_scores_gemma":[0.0012072789,0.0014357554,0.00094363245,0.0006329137,0.00026722296,0.00029545784,0.00037263843,0.008959565,0.006226787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078502606,0.000083216044,0.0014027971,0.0014093735,0.000453447,0.0009330196,0.0005226486,0.0000031110303,0.0020068884,0.0000038370877,0.99179906,0.0013041121],"study_design_scores_gemma":[0.0029831985,0.0006118915,0.00075262046,0.0016298492,0.0005890009,0.0006743791,0.00021019921,0.000039677478,0.00074073166,0.000026475103,0.9903319,0.0014101097],"about_ca_topic_score_codex":0.0040491177,"about_ca_topic_score_gemma":0.0011577727,"teacher_disagreement_score":0.21318042,"about_ca_system_score_codex":0.0009520082,"about_ca_system_score_gemma":0.0022277844,"threshold_uncertainty_score":0.99969757},"labels":[],"label_agreement":null},{"id":"W2912182492","doi":"","title":"The effectiveness of the reminiscence-based program versus cognitive stimulation to prevent progression of cognitive frailty in older adults from day centers: A quasi-experimental","year":2018,"lang":"en","type":"article","venue":"XVI Coloquio Panamericano de Investigación en Enfermería","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Gerontology; Psychological intervention; Reminiscence; Medicine; Cognitive training; Cognitive decline; Intervention (counseling); Effects of sleep deprivation on cognitive performance; Psychology; Physical therapy; Dementia; Psychiatry; Disease","score_opus":0.021097818599397463,"score_gpt":0.3518627009912793,"score_spread":0.33076488239188184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912182492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99181354,0.00015604813,0.00031314488,0.00038335344,0.00038894138,0.0062431796,0.00013629066,0.00007196248,0.00049356004],"genre_scores_gemma":[0.9968847,0.000008900948,0.0012753567,0.00028156504,0.00010472716,0.0012492068,0.00011734796,0.00005518717,0.000022976375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99530053,0.001882919,0.0007251026,0.0006788517,0.0008088461,0.00060373376],"domain_scores_gemma":[0.9935997,0.0045126,0.00051257754,0.00053779833,0.00054004503,0.00029725104],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009573754,0.00040597632,0.00067494006,0.00016542675,0.00016695596,0.000024795341,0.00039443467,0.00019972831,0.000055303753],"category_scores_gemma":[0.0045759715,0.00028095127,0.00019682189,0.0010352507,0.0021657865,0.00010960934,0.00020984768,0.0003970642,0.000011973133],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.058569737,0.016542863,0.63905793,0.00053434435,0.00086037896,0.000056491856,0.033412997,0.00009855191,0.080897994,0.00009294889,0.00022541251,0.16965035],"study_design_scores_gemma":[0.0076995925,0.009962684,0.5989804,0.009662823,0.00019163536,0.0000030734438,0.003857687,0.0020778077,0.3672332,0.000025763906,0.00004916211,0.0002561581],"about_ca_topic_score_codex":0.0015088371,"about_ca_topic_score_gemma":0.00036096713,"teacher_disagreement_score":0.2863352,"about_ca_system_score_codex":0.00046899187,"about_ca_system_score_gemma":0.000840516,"threshold_uncertainty_score":0.99996424},"labels":[],"label_agreement":null},{"id":"W2912309497","doi":"10.1136/bmjopen-2018-024838","title":"Frailty in the context of rehabilitation interventions for adults: protocol for a scoping review","year":2019,"lang":"en","type":"review","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"","keywords":"CINAHL; PsycINFO; Medicine; Psychological intervention; Rehabilitation; Inclusion (mineral); MEDLINE; Context (archaeology); Inclusion and exclusion criteria; Scopus; Gerontology; Family medicine; Nursing; Alternative medicine; Physical therapy; Psychology; Social psychology","score_opus":0.42070619160472683,"score_gpt":0.6012776966840042,"score_spread":0.18057150507927738,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912309497","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.6114448e-8,0.4163673,0.00010832974,0.0009087713,0.00004623105,0.5820995,0.00013624108,0.000005767216,0.0003278949],"genre_scores_gemma":[4.2844533e-8,0.27572247,0.0034921817,0.00036014683,0.000059929436,0.7195,0.00029361044,0.000037484737,0.0005341595],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9966681,0.0003953781,0.0020567013,0.00042606157,0.0002423662,0.00021137294],"domain_scores_gemma":[0.99467856,0.002586284,0.0012469683,0.0010885025,0.00036231754,0.000037359052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035691117,0.0002806899,0.0027601721,0.00012926906,0.000034903114,0.000034626315,0.0007901694,0.00017585939,0.00009463891],"category_scores_gemma":[0.007954133,0.00017395185,0.0012724737,0.00029584923,0.00005530995,0.00013988584,0.00017590832,0.000214639,0.000026929541],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012513854,0.00012468919,0.000002094056,0.5729219,0.000039413884,2.9619974e-7,0.00017648884,1.3396286e-8,1.0049803e-8,0.00010959587,0.013871276,0.41262913],"study_design_scores_gemma":[0.002382075,0.0008883076,0.0000026907219,0.55449194,0.00037385387,0.000009995707,0.00013271149,0.0000029158462,1.2700457e-7,0.000026961776,0.44158694,0.000101511694],"about_ca_topic_score_codex":0.00006515792,"about_ca_topic_score_gemma":0.00033097417,"teacher_disagreement_score":0.42771566,"about_ca_system_score_codex":0.00012259372,"about_ca_system_score_gemma":0.00095917366,"threshold_uncertainty_score":0.9522414},"labels":[],"label_agreement":null},{"id":"W2912315572","doi":"10.1016/j.mad.2019.01.008","title":"Rodent models of frailty and their application in preclinical research","year":2019,"lang":"en","type":"review","venue":"Mechanisms of Ageing and Development","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Nova Scotia Health Research Foundation; Dalhousie Medical Research Foundation","keywords":"Frailty Index; Gerontology; Context (archaeology); Psychological intervention; Vulnerability (computing); Stressor; Rodent model; Medicine; Frailty syndrome; Biology; Computer science; Psychiatry","score_opus":0.263346937714749,"score_gpt":0.43025199326502234,"score_spread":0.16690505555027335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912315572","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000855712,0.9805759,0.016127491,0.000055921642,0.000065730965,0.0019434438,0.000013064177,0.000016579366,0.00034614353],"genre_scores_gemma":[0.0073993667,0.976754,0.015234094,0.00001353041,0.000018342711,0.00015833568,0.000061693274,0.000034831748,0.00032577635],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977984,0.00013607374,0.0009350862,0.0004883492,0.00040150844,0.00024058267],"domain_scores_gemma":[0.9987118,0.00041260998,0.00025069693,0.0003877948,0.00014161052,0.0000954396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017983358,0.00023824754,0.0014720939,0.00035878818,0.0000322851,0.000008877425,0.00014194338,0.00031930403,0.0000058591113],"category_scores_gemma":[0.00012542977,0.00017529391,0.00007327416,0.00020363435,0.00007130249,0.000038496306,0.0002733992,0.0004687647,0.000005643355],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002015907,0.00010642452,0.000009090402,0.02161949,0.000077154546,0.000004956183,0.0007081457,0.000002760972,0.00003787883,0.000711732,0.000020336242,0.9766819],"study_design_scores_gemma":[0.0055702114,0.001736543,0.0014746547,0.22107,0.0005861483,0.00020351588,0.001419204,0.0018107864,0.004968733,0.029349862,0.7301581,0.001652249],"about_ca_topic_score_codex":0.00009486376,"about_ca_topic_score_gemma":0.00003539795,"teacher_disagreement_score":0.97502965,"about_ca_system_score_codex":0.00009863124,"about_ca_system_score_gemma":0.0004979017,"threshold_uncertainty_score":0.71482784},"labels":[],"label_agreement":null},{"id":"W2912515956","doi":"10.1016/j.gerinurse.2019.01.004","title":"Frailty as a predictor of future falls in hospitalized patients: A systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"Geriatric Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"European Social Fund; National Institute of Diabetes and Digestive and Kidney Diseases; NIHR Oxford Biomedical Research Centre; Health and Social Care Research and Development Division; National Health and Medical Research Council; Economic and Social Research Council; Medical Research Council; Gillings School of Public Health; National Institutes of Health; Vetenskapsrådet; Kuwait University; Unitatea Executiva pentru Finantarea Invatamantului Superior, a Cercetarii, Dezvoltarii si Inovarii; National Institute of Child Health and Human Development; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; State Government of Victoria; China Medical University; Public Health Agency; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Department of Biotechnology, Ministry of Science and Technology, India; Council for the Development of Social Science Research in Africa; University of Bristol; Autoritatea Natională pentru Cercetare Stiintifică; Instituto de Salud Carlos III; National Natural Science Foundation of China; University of Calgary; University of Melbourne; Health Research Council of New Zealand; University of New South Wales; Universiti Kebangsaan Malaysia; European Regional Development Fund; King's College London; Brien Holden Vision Institute; The Wellcome Trust DBT India Alliance; National Research Foundation; National Institute for Health and Care Research; Kasturba Medical College, Manipal; Engineering and Physical Sciences Research Council; National Institute for Health Research Health Protection Research Unit; Deakin University; Universität Heidelberg; Public Health England; National Authority for Scientific Research and Innovation; Eunice Kennedy Shriver National Institute of Child Health and Human Development; BHF Centre of Research Excellence, Oxford; National Institute of Mental Health; Danmarks Grundforskningsfond; Ministério da Ciência, Tecnologia e Ensino Superior; Wellcome Trust; Comunidad de Madrid; Ministerio de Ciencia, Innovación y Universidades; Xiamen University; Department of Science and Innovation, South Africa; Ministério da Saúde; Chief Scientist Office, Scottish Government Health and Social Care Directorate; British Heart Foundation; Bundesministerium für Bildung und Forschung; King's College Hospital NHS Foundation Trust; Public Health Agency of Canada; Fred Hollows Foundation; Scottish Government; Ministero della Salute; Queensland Health; United States Agency for International Development; Fundação para a Ciência e a Tecnologia; Bill and Melinda Gates Foundation","keywords":"Meta-analysis; Medicine; Confidence interval; CINAHL; Cochrane Library; Odds ratio; Hazard ratio; MEDLINE; Scopus; Internal medicine; Falls in older adults; Poison control; Injury prevention; Emergency medicine; Psychiatry; Psychological intervention","score_opus":0.045517360705972,"score_gpt":0.35051570365424395,"score_spread":0.30499834294827194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912515956","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000027193348,0.98885924,0.000012349215,0.00018700333,0.00024312714,0.0100862635,0.00024498563,0.00003795437,0.00030188521],"genre_scores_gemma":[0.000032367087,0.9974314,0.00042486825,0.00015181908,0.00009114038,0.0004071792,0.00038260114,0.00007957634,0.0009990744],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99485856,0.000644332,0.0025570407,0.0007902437,0.0007509533,0.00039885964],"domain_scores_gemma":[0.9959803,0.00027964613,0.0019689484,0.0013217245,0.00026459515,0.00018473828],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0006724357,0.0007449135,0.017612027,0.0010703496,0.000026646358,0.000028142596,0.00029787715,0.000489946,0.00027578892],"category_scores_gemma":[0.0007628959,0.00049227657,0.003334703,0.0028989366,0.00006745404,0.00010935317,0.000060895367,0.0004938833,0.00004169074],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007099264,0.00020537325,0.000015036993,0.93174547,0.060096044,0.000008968166,0.00021479624,1.0063044e-7,1.1229627e-8,0.000009126611,0.00048757056,0.007210397],"study_design_scores_gemma":[0.00062083086,0.0001675029,0.000051930572,0.1960033,0.7949824,0.000031872878,0.000026570015,0.0000016986812,2.9099358e-8,0.000009051389,0.007800713,0.00030411457],"about_ca_topic_score_codex":0.000034598866,"about_ca_topic_score_gemma":0.0000021492806,"teacher_disagreement_score":0.73574215,"about_ca_system_score_codex":0.00034766187,"about_ca_system_score_gemma":0.00027795514,"threshold_uncertainty_score":0.9997529},"labels":[],"label_agreement":null},{"id":"W2912570550","doi":"10.5334/ijic.4166","title":"Risks Perceived by Frail Male Patients, Family Caregivers and Clinicians in Hospital: Do they Change after Discharge? A Multiple Case Study","year":2019,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of Ottawa; Université Laval; Université de Sherbrooke","funders":"Spinal Muscular Atrophy Foundation","keywords":"Thematic analysis; Medicine; Hospital discharge; Coping (psychology); Family caregivers; Qualitative research; Nursing; Family medicine; Psychiatry; Intensive care medicine","score_opus":0.019295542464549,"score_gpt":0.30092441304405554,"score_spread":0.28162887057950653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912570550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99564755,0.0010014523,0.0000039714937,0.0005645854,0.0013131864,0.00083052233,0.00041918582,0.000012942098,0.00020661725],"genre_scores_gemma":[0.9989808,0.00022476916,0.00007528798,0.00029065608,0.00012966327,0.000031233798,0.000079194295,0.00003524504,0.00015313535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981498,0.00010164352,0.00060764776,0.00028284293,0.0006498869,0.00020814643],"domain_scores_gemma":[0.9975934,0.00011033971,0.00030662905,0.00018419644,0.0016500779,0.00015536182],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014320579,0.00024126108,0.00040910818,0.00034434063,0.000023220067,0.000066166336,0.0002379964,0.00012967228,0.00017147184],"category_scores_gemma":[0.00024944515,0.00018361355,0.00014902948,0.000105558334,0.00005087161,0.00032984448,0.000070009,0.0006514025,0.000022066522],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006555627,0.0007529477,0.9366102,0.00002083738,0.00025015362,0.004334837,0.04691635,0.0000037782424,0.00012503525,5.2170316e-7,0.000872271,0.009457505],"study_design_scores_gemma":[0.010786687,0.002728417,0.6632973,0.00086897885,0.000099245335,0.0008956222,0.31934607,0.00006891082,0.00003042251,0.000004070573,0.0016437185,0.00023055258],"about_ca_topic_score_codex":0.0077926056,"about_ca_topic_score_gemma":0.002418718,"teacher_disagreement_score":0.2733129,"about_ca_system_score_codex":0.00060508755,"about_ca_system_score_gemma":0.00013195665,"threshold_uncertainty_score":0.9988146},"labels":[],"label_agreement":null},{"id":"W2912912658","doi":"10.1016/j.exger.2019.01.021","title":"Standardization of the Fried frailty phenotype improves cardiovascular disease risk discrimination","year":2019,"lang":"en","type":"article","venue":"Experimental Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Winnipeg Regional Health Authority; University of Manitoba; Research Manitoba; St. Boniface Hospital","funders":"Fondation de l’Hôpital Saint-Boniface; Heart and Stroke Foundation of Canada","keywords":"Framingham Risk Score; Medicine; Receiver operating characteristic; Disease; Internal medicine; Population; Risk assessment; Environmental health","score_opus":0.02389119194034219,"score_gpt":0.29124462710599897,"score_spread":0.2673534351656568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2912912658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867161,0.0047344672,0.0024909014,0.00033180515,0.0008825724,0.0009231604,0.00004004482,0.000043063967,0.0038378933],"genre_scores_gemma":[0.99823403,0.000022752316,0.00043673953,0.00009130077,0.00007519721,0.000034355267,0.000044001856,0.000022010927,0.0010396336],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987445,0.00013171582,0.0002425318,0.00030529083,0.00038828258,0.00018766419],"domain_scores_gemma":[0.99892986,0.000031967465,0.00012314232,0.0007483242,0.000080748025,0.00008593468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012720231,0.00014446786,0.0003280096,0.000037522368,0.000060517476,0.0000066017797,0.00012689151,0.00008300265,0.00027334844],"category_scores_gemma":[0.00012952827,0.000103958155,0.00026315707,0.00009131551,0.00015201548,0.00009517919,0.00008533614,0.00012398046,0.000031835018],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004441268,0.0021143972,0.12978558,0.0006886081,0.0032835987,0.000034991648,0.018631507,0.0021907764,0.76685464,0.008915814,0.0032595724,0.059799276],"study_design_scores_gemma":[0.0073850974,0.000934877,0.5378724,0.00014376416,0.0007849551,0.000021944628,0.0028507295,0.0017205568,0.43367696,0.00047487777,0.013741097,0.00039280337],"about_ca_topic_score_codex":0.00020536168,"about_ca_topic_score_gemma":0.00001502205,"teacher_disagreement_score":0.40808678,"about_ca_system_score_codex":0.00014840029,"about_ca_system_score_gemma":0.00008054628,"threshold_uncertainty_score":0.42392904},"labels":[],"label_agreement":null},{"id":"W2913122161","doi":"","title":"A eficácia do programa baseado em reminiscência versus estimulação cognitiva para prevenir a evolução da fragilidade cognitiva em idosos que frequentam centros de dia: Um estudo piloto com desenho quase-experimental","year":2018,"lang":"pt","type":"article","venue":"XVI Coloquio Panamericano de Investigación en Enfermería","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Psychology","score_opus":0.043250780723935206,"score_gpt":0.34563113589032607,"score_spread":0.30238035516639084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913122161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9745799,0.0033590598,0.0020575197,0.0027785585,0.0024670735,0.009304221,0.0014539508,0.0013757674,0.0026239846],"genre_scores_gemma":[0.9742272,0.00020513557,0.010734545,0.004899614,0.002471978,0.0030885967,0.0010401455,0.00089712755,0.0024356793],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.97989607,0.0038906818,0.0031727254,0.003993407,0.0029981406,0.0060489895],"domain_scores_gemma":[0.9849625,0.0034974117,0.0018603235,0.0029852341,0.0014245303,0.0052699572],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.0019524989,0.0033068338,0.0038460211,0.0010362985,0.0014549519,0.001271382,0.0022539957,0.0017873286,0.0026125622],"category_scores_gemma":[0.008519599,0.0036561883,0.0011365295,0.0032126019,0.006621752,0.0008867985,0.0012497628,0.0036274856,0.0024769853],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.025379086,0.024687713,0.42341712,0.0032049245,0.010868997,0.015148569,0.13053033,0.00019829576,0.2159637,0.0011994127,0.06917643,0.08022542],"study_design_scores_gemma":[0.11173163,0.100221135,0.22109345,0.022043435,0.017259851,0.0053744484,0.18864895,0.041333366,0.23747641,0.0009948274,0.03524181,0.018580696],"about_ca_topic_score_codex":0.0046178247,"about_ca_topic_score_gemma":0.0012411043,"teacher_disagreement_score":0.20232368,"about_ca_system_score_codex":0.005674795,"about_ca_system_score_gemma":0.0076842546,"threshold_uncertainty_score":0.999845},"labels":[],"label_agreement":null},{"id":"W2914116541","doi":"10.1136/jnnp-2019-abn.117","title":"P50 The role of care of the elderly in neurosurgery","year":2019,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neurosurgery; Emergency medicine; Geriatrics; Emergency department; Pediatrics; Surgery; Nursing; Psychiatry","score_opus":0.006804115722679751,"score_gpt":0.23619204183933623,"score_spread":0.22938792611665648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914116541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9669842,0.0021794133,7.004592e-7,0.021165235,0.00851173,0.00038255248,0.00001064325,0.000010541146,0.0007549969],"genre_scores_gemma":[0.99458486,0.0001916416,0.000024906032,0.0047340174,0.00031773947,0.0000031398401,8.631289e-7,0.000052931402,0.000089921385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99634457,0.0006034205,0.0016421577,0.00030863233,0.0006856704,0.0004155513],"domain_scores_gemma":[0.9960414,0.00096172176,0.0015830885,0.0009826013,0.00031870962,0.00011243722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056751055,0.0002776907,0.0009789903,0.00042591,0.000049454215,0.000010180695,0.00060839247,0.0002172054,0.000065685876],"category_scores_gemma":[0.00049913645,0.00016884317,0.00078691967,0.00072851987,0.00030726293,0.00013303988,0.00012196766,0.001592458,0.000007934106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013317232,0.00034106628,0.96959305,0.0001654945,0.000048723556,0.000075034695,0.00026356737,0.00024878298,0.022733241,0.00008397776,0.002895379,0.0022199596],"study_design_scores_gemma":[0.0014978705,0.0026065935,0.97864014,0.00025518896,0.00012713055,0.002592485,0.00025016893,0.000040922783,0.0027325351,0.000386681,0.010743639,0.00012661582],"about_ca_topic_score_codex":0.0000181871,"about_ca_topic_score_gemma":0.000026205902,"teacher_disagreement_score":0.027600652,"about_ca_system_score_codex":0.00001501269,"about_ca_system_score_gemma":0.0005486351,"threshold_uncertainty_score":0.6918526},"labels":[],"label_agreement":null},{"id":"W2914772055","doi":"10.1111/jgs.15812","title":"The Social Vulnerability Index: Assessing Replicability in Predicting Mortality Over 27 Years","year":2019,"lang":"en","type":"letter","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social vulnerability; Vulnerability (computing); Medicine; Operationalization; Demography; Context (archaeology); Gerontology; Index (typography); Frailty Index; Informed consent; Population; Epidemiology; Environmental health; Psychological intervention; Geography; Psychiatry; Sociology; Alternative medicine","score_opus":0.024855262006745305,"score_gpt":0.3407576853352648,"score_spread":0.3159024233285195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914772055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7492063,0.00018320681,0.000058357564,0.24776863,0.00202812,0.00055838464,0.000035152738,0.000023547556,0.00013831147],"genre_scores_gemma":[0.7531694,0.00038547162,0.00086302037,0.23018579,0.014458285,0.000014820938,0.00001518249,0.00015942373,0.00074859126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.993849,0.0010545541,0.0017298785,0.0005668516,0.0020613119,0.0007384296],"domain_scores_gemma":[0.99132377,0.002000253,0.0045377705,0.001519798,0.0005280618,0.000090330264],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005227372,0.00044117347,0.0014541501,0.00008112371,0.00037257923,0.00021267516,0.0011089538,0.00061176426,0.000019564031],"category_scores_gemma":[0.0027100225,0.0002774421,0.0020663019,0.0012663585,0.001151614,0.00022127884,0.00044599542,0.008630882,0.0000030708468],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052547937,0.00007818653,0.51495934,0.00016202414,0.00030461536,0.00003232036,0.0008281911,0.000027315515,0.00005346014,3.986992e-7,0.48168045,0.0018211612],"study_design_scores_gemma":[0.0010761996,0.00012796513,0.9174789,0.00014321988,0.00043351893,0.00010947069,0.0008185914,0.00029296527,0.000008726241,0.00021290447,0.07902584,0.00027166549],"about_ca_topic_score_codex":0.00066954945,"about_ca_topic_score_gemma":0.000021461507,"teacher_disagreement_score":0.40265462,"about_ca_system_score_codex":0.0021096123,"about_ca_system_score_gemma":0.001530838,"threshold_uncertainty_score":0.99996775},"labels":[],"label_agreement":null},{"id":"W2915043271","doi":"10.2147/cia.s187534","title":"&lt;p&gt;Investigating dose&amp;ndash;response effects of multimodal exercise programs on health-related quality of life in older adults&lt;/p&gt;","year":2019,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Montréal; Montreal Heart Institute","funders":"","keywords":"Medicine; Quality of life (healthcare); Randomized controlled trial; Gerontology; Physical activity; Physical therapy; Internal medicine","score_opus":0.09768856640232489,"score_gpt":0.43429199829352555,"score_spread":0.3366034318912007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915043271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920234,0.0018765472,0.00011807288,0.0021636183,0.0008206982,0.0027609584,0.000013712404,0.00010480939,0.000118187505],"genre_scores_gemma":[0.99423015,0.00011660932,0.004383271,0.0002931334,0.000048293026,0.00013591489,0.00007838588,0.00005747522,0.00065676245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9910722,0.0020073303,0.0049902825,0.0007858967,0.00056315894,0.0005811473],"domain_scores_gemma":[0.99248147,0.0044024326,0.0014612452,0.0010217533,0.00024324066,0.0003898528],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006848194,0.0003449869,0.0018028744,0.0005614149,0.000044341243,0.000018105464,0.0003527093,0.00036703428,0.00014228681],"category_scores_gemma":[0.015845641,0.00033589583,0.0009615428,0.00091294927,0.0004614821,0.00014440386,0.00022576087,0.0011424496,0.00009590069],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0054596593,0.013598095,0.7692005,0.015513161,0.0002676215,0.000039850675,0.006840611,0.00025832435,0.0043051094,0.00032991558,0.0005588789,0.18362828],"study_design_scores_gemma":[0.016251924,0.0016668093,0.89841086,0.08038236,0.000044321918,0.0000041160974,0.00025845857,0.0021592358,0.000309997,0.00016179294,0.00007588338,0.00027423984],"about_ca_topic_score_codex":0.00066087226,"about_ca_topic_score_gemma":0.0007881344,"teacher_disagreement_score":0.18335404,"about_ca_system_score_codex":0.00021534009,"about_ca_system_score_gemma":0.00026121706,"threshold_uncertainty_score":0.9999093},"labels":[],"label_agreement":null},{"id":"W2915153221","doi":"10.1017/s0714980818000661","title":"Reaching the Age of Majority: The Life Trajectory of the CIHR Institute of Aging","year":2019,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Université de Montréal; Institute of Aging","funders":"","keywords":"Content (measure theory); Action (physics); Computer science; Mathematics","score_opus":0.01486565991045321,"score_gpt":0.22297936633804152,"score_spread":0.2081137064275883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915153221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9670728,0.0011169097,0.000022089256,0.026093079,0.0017953789,0.0005928881,0.000043399566,0.000006212733,0.003257271],"genre_scores_gemma":[0.9964838,0.00008925683,0.00007413283,0.002066723,0.00028982523,0.0000067900532,0.0000069686907,0.000037124995,0.00094539137],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99789673,0.0002529777,0.00075643195,0.00023311474,0.00028659732,0.00057414727],"domain_scores_gemma":[0.99740213,0.00024819846,0.0005573336,0.0009201584,0.00025618024,0.0006159856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017221711,0.00024022681,0.00051159906,0.0002859349,0.0003092513,0.000038984363,0.0007752718,0.00007791531,0.00012602718],"category_scores_gemma":[0.00073941913,0.00013955361,0.0002974,0.00043475887,0.0003769921,0.00009960932,0.00004511144,0.0009210516,0.0000031836935],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002389065,0.0004262138,0.6064154,0.004894253,0.0040648766,0.0029749314,0.1979698,0.017385777,0.031127175,0.04285088,0.036036547,0.055615265],"study_design_scores_gemma":[0.0030799336,0.00057634804,0.41756326,0.010229274,0.0007318388,0.0017949987,0.009352456,0.00056646677,0.0029092643,0.00033684922,0.5523052,0.0005540776],"about_ca_topic_score_codex":0.05904491,"about_ca_topic_score_gemma":0.34219423,"teacher_disagreement_score":0.5162687,"about_ca_system_score_codex":0.0006464979,"about_ca_system_score_gemma":0.0015654716,"threshold_uncertainty_score":0.947221},"labels":[],"label_agreement":null},{"id":"W2915160372","doi":"10.1016/j.jcjd.2019.01.006","title":"Diabetes and Frailty: Revisiting the Converging Conditions","year":2019,"lang":"en","type":"editorial","venue":"Canadian Journal of Diabetes","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Scopus; Diabetes mellitus; Medicine; Gerontology; Type 2 diabetes; Population; Miller; MEDLINE; Endocrinology; Environmental health","score_opus":0.011217095197680198,"score_gpt":0.25379073594391954,"score_spread":0.24257364074623936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915160372","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22303547,0.019538399,0.0000013288615,0.011113885,0.74308586,0.00054825086,0.0008460328,0.0000212646,0.0018094968],"genre_scores_gemma":[0.19401224,0.00014837997,0.000090579415,0.0010440176,0.8024116,0.000009216077,0.00023861151,0.000117935466,0.001927416],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99771523,0.000117000745,0.0006800708,0.00025472103,0.00055230205,0.00068065623],"domain_scores_gemma":[0.9946384,0.0025533824,0.00067080726,0.00041744235,0.0008315436,0.0008884365],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007677441,0.0003469782,0.0009258184,0.00046084815,0.0002675767,0.00021567648,0.00036495604,0.0005003137,0.00036623346],"category_scores_gemma":[0.0055665243,0.00025952712,0.00025084647,0.00019554087,0.0003812393,0.00018923382,0.00003297423,0.0018722388,0.00004299649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012140877,0.000003014668,0.03086196,0.0004750308,0.00039713053,0.00003426158,0.00026878528,0.0000026868895,0.00008923235,0.000020942907,0.96542484,0.0024209172],"study_design_scores_gemma":[0.0011607416,0.00024167258,0.008105255,0.00516539,0.00075999903,0.000011412307,0.00027643342,0.00004917172,0.00010863937,0.00020091512,0.98360956,0.00031078418],"about_ca_topic_score_codex":0.00019786769,"about_ca_topic_score_gemma":0.00058651133,"teacher_disagreement_score":0.059325725,"about_ca_system_score_codex":0.0003127129,"about_ca_system_score_gemma":0.0037269816,"threshold_uncertainty_score":0.9999857},"labels":[],"label_agreement":null},{"id":"W2916526098","doi":"10.2147/cia.s189122","title":"&lt;p&gt;The impact of frailty on prolonged hospitalization and mortality in elderly inpatients in Vietnam: a comparison between the frailty phenotype and the Reported Edmonton Frail Scale&lt;/p&gt;","year":2019,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Gerontology; Internal medicine","score_opus":0.09915231441827727,"score_gpt":0.43216507036725343,"score_spread":0.33301275594897617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916526098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99418235,0.0007324274,0.0001538393,0.0018393329,0.00023949811,0.002151479,0.000020109896,0.00002704859,0.0006539096],"genre_scores_gemma":[0.99936146,0.000086161344,0.00007084818,0.000108190274,0.00006919858,0.00008888162,0.00006213863,0.000026537004,0.00012657503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953247,0.0009746811,0.0023913307,0.0005559822,0.0004160862,0.0003372302],"domain_scores_gemma":[0.9966428,0.0013850965,0.0008148602,0.0009147183,0.00014922375,0.0000932944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004228804,0.00026831657,0.00094709534,0.00020813225,0.000089294655,0.00005390028,0.0003086545,0.00024159248,0.0000578115],"category_scores_gemma":[0.002710115,0.00015298503,0.00039721187,0.00067343947,0.00070279365,0.00016508039,0.00022511964,0.0010475715,0.0000068291642],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034364924,0.0007622799,0.9787108,0.0001394261,0.0001632919,0.00000508739,0.0020369345,0.000116865536,0.00003881038,0.000084809915,0.00016678136,0.017431293],"study_design_scores_gemma":[0.0063646804,0.0010969699,0.98108226,0.0024607517,0.00013915091,0.0000034410773,0.00023881858,0.007361315,0.000017587887,0.0010394527,0.000048927603,0.00014663213],"about_ca_topic_score_codex":0.0007563636,"about_ca_topic_score_gemma":0.004008336,"teacher_disagreement_score":0.017284662,"about_ca_system_score_codex":0.00014606318,"about_ca_system_score_gemma":0.000075609554,"threshold_uncertainty_score":0.6238548},"labels":[],"label_agreement":null},{"id":"W2917169008","doi":"10.1001/jamaoto.2018.4513","title":"Evaluation of a Preoperative Adverse Event Risk Index for Patients Undergoing Head and Neck Cancer Surgery","year":2019,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Head and neck cancer; Cohort; Surgery; Retrospective cohort study; Logistic regression; Cancer; Adverse effect; Internal medicine; Radiation therapy","score_opus":0.028017333904284566,"score_gpt":0.30552032294883397,"score_spread":0.2775029890445494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917169008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992982,0.0011340665,0.000049463375,0.0006963199,0.0011893666,0.0034477639,0.0001909121,0.00006964566,0.00024047331],"genre_scores_gemma":[0.99728113,0.0005252329,0.00020961076,0.000557078,0.00019856007,0.00063025043,0.00026757212,0.00007725828,0.0002532927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99580574,0.0006522514,0.0010981305,0.0007859581,0.0010063949,0.00065151014],"domain_scores_gemma":[0.9931457,0.0037461126,0.00073096843,0.00061186875,0.0015210917,0.00024423457],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026695915,0.00041709025,0.0012836584,0.00048611104,0.0001289024,0.000019797564,0.00010171287,0.00042952134,0.0003127427],"category_scores_gemma":[0.005533631,0.00039204516,0.0004205484,0.00038840467,0.00016031583,0.00048752787,0.000102706836,0.00043781463,0.000030394342],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013326578,0.00055199227,0.97391516,0.0011096119,0.0004546839,0.000011318478,0.00062528043,0.00020526635,0.00010104339,0.000008629629,0.0044782883,0.017206043],"study_design_scores_gemma":[0.006645694,0.00044333085,0.9780867,0.0026968825,0.00058408326,0.000036057794,0.00013788491,0.009954201,0.0003753185,0.000113781156,0.0005694292,0.00035659727],"about_ca_topic_score_codex":0.000713499,"about_ca_topic_score_gemma":0.0009837177,"teacher_disagreement_score":0.016849445,"about_ca_system_score_codex":0.00041633687,"about_ca_system_score_gemma":0.0014093347,"threshold_uncertainty_score":0.99985313},"labels":[],"label_agreement":null},{"id":"W2917442991","doi":"10.1007/s40520-019-01148-z","title":"Is sitting time leading to mobility decline in long-term care residents?","year":2019,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Sitting; Term (time); Long-term care; Gerontology; Medicine; Physical medicine and rehabilitation; Nursing","score_opus":0.11305272166075277,"score_gpt":0.5189012108460124,"score_spread":0.4058484891852596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917442991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921018,0.0013089413,0.0000016695273,0.0034798863,0.00012267014,0.00085912016,0.0000035050573,0.000036857455,0.0020855498],"genre_scores_gemma":[0.99330825,0.000048091253,0.00030762758,0.0012561083,0.00019327056,0.000028015063,0.000016004302,0.00002683436,0.00481578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99710095,0.00023986724,0.00059964246,0.0007348248,0.000731132,0.0005935982],"domain_scores_gemma":[0.9980144,0.0009212843,0.00003356417,0.00048012758,0.00013459075,0.00041606426],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021045597,0.00014885425,0.00043346282,0.00019188903,0.00009994378,0.00006729552,0.00020535171,0.00013472883,0.00059494516],"category_scores_gemma":[0.0008982041,0.00013410054,0.0000943046,0.0003378472,0.00021803052,0.0001220439,0.0007943573,0.0007830869,0.0014624685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037666256,0.00027667236,0.9684389,0.00017093521,0.000018095989,0.0000851961,0.0033618463,0.0000010338239,0.01886241,0.0000040256436,0.0007728827,0.0076313294],"study_design_scores_gemma":[0.0033187487,0.0012301147,0.9389097,0.0013053957,0.0000066971015,0.000017265418,0.0026989335,0.0002296534,0.051743325,0.000028700899,0.00031838502,0.00019308695],"about_ca_topic_score_codex":0.0005449878,"about_ca_topic_score_gemma":0.000044159042,"teacher_disagreement_score":0.032880917,"about_ca_system_score_codex":0.00018221592,"about_ca_system_score_gemma":0.00008388395,"threshold_uncertainty_score":0.999315},"labels":[],"label_agreement":null},{"id":"W2918920940","doi":"10.1111/nep.13583","title":"Applicability of laboratory deficit‐based frailty index in predominantly older patients with end‐stage renal disease under chronic dialysis: A pilot test of its correlation with survival and self‐reported instruments","year":2019,"lang":"en","type":"article","venue":"Nephrology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; End stage renal disease; Internal medicine; Logistic regression; Dialysis; Disease; Prospective cohort study; Gerontology","score_opus":0.008890138646252531,"score_gpt":0.23300130172147118,"score_spread":0.22411116307521864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918920940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974644,0.000061679624,0.00028572304,0.000101969665,0.000040749976,0.0017758416,0.00015054646,0.000033513414,0.000085568114],"genre_scores_gemma":[0.9993615,0.0000064465103,0.00018191867,0.00011464183,0.000016480897,0.00008360526,0.00017049184,0.000031672167,0.000033198638],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800503,0.00014766856,0.00056861725,0.0005196879,0.00046021098,0.0002987895],"domain_scores_gemma":[0.99820584,0.000265583,0.0004658362,0.00055774965,0.00035202582,0.00015294403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023532724,0.00024660968,0.00061673403,0.00020189786,0.000023433571,0.0000044337453,0.000088199115,0.0001530412,0.00012832151],"category_scores_gemma":[0.00012958457,0.0001953681,0.00003258905,0.00047758996,0.00027217637,0.00012640646,0.000048004174,0.00026532324,0.0000038030514],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042551863,0.0022457058,0.9881859,0.0004720752,0.00017981412,0.000010531554,0.00012185101,0.001017507,0.0032055937,0.000025496434,0.000005269716,0.00027508306],"study_design_scores_gemma":[0.017328061,0.0034730393,0.9723224,0.00018826824,0.0002855515,0.0000019526046,0.000038112605,0.0054938723,0.0006507892,0.0000076193696,0.0000472707,0.00016303956],"about_ca_topic_score_codex":0.00012601994,"about_ca_topic_score_gemma":0.00071759516,"teacher_disagreement_score":0.015863463,"about_ca_system_score_codex":0.00017316827,"about_ca_system_score_gemma":0.0007231171,"threshold_uncertainty_score":0.796688},"labels":[],"label_agreement":null},{"id":"W2918936917","doi":"","title":"","year":2019,"lang":"fr","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Forest Research Institute; University of British Columbia Hospital","funders":"","keywords":"Humanities; Political science; Medicine; Art","score_opus":0.021779359818933596,"score_gpt":0.23512563519687205,"score_spread":0.21334627537793846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918936917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7555197,0.050457418,0.00005285349,0.13272189,0.031417277,0.008978509,0.00005798078,0.0002590289,0.020535355],"genre_scores_gemma":[0.70749825,0.00078881223,0.00023482465,0.005243085,0.0034344594,0.003402099,0.000031316496,0.00010613224,0.27926102],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9922988,0.00031617246,0.0010245745,0.0012251349,0.0011726451,0.003962664],"domain_scores_gemma":[0.99486625,0.00078648404,0.00026796217,0.001891444,0.00029158022,0.0018963002],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016783267,0.0006792848,0.0011386434,0.00028339663,0.00009324678,0.00012587885,0.0005739891,0.00062982854,0.0008957415],"category_scores_gemma":[0.0017928374,0.000722263,0.00043010025,0.0008977427,0.00043194945,0.00091796677,0.00031216812,0.0011364943,0.003266838],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003763448,0.00062853686,0.3804328,0.0014583668,0.00040154107,0.0003406456,0.00097580726,0.000087508844,0.00011451422,0.0015968389,0.007527626,0.60605943],"study_design_scores_gemma":[0.01019468,0.00027671337,0.79113966,0.0005921148,0.00043081387,0.0005534628,0.00068319275,0.00036231248,0.0020776282,0.0003365986,0.19276537,0.0005874371],"about_ca_topic_score_codex":0.00094153575,"about_ca_topic_score_gemma":0.00013147564,"teacher_disagreement_score":0.605472,"about_ca_system_score_codex":0.0011254315,"about_ca_system_score_gemma":0.0001932029,"threshold_uncertainty_score":0.99952286},"labels":[],"label_agreement":null},{"id":"W2919300369","doi":"10.5770/cgj.22.336","title":"The Canadian Frailty Priority Setting Partnership: Research Priorities for Older Adults Living with Frailty","year":2019,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McMaster University; Laurentian University; NOSM University; Homewood Research Institute; Health Sciences North; Nova Scotia Health Authority; Toronto Metropolitan University; University Health Network; Health Sciences Centre; Canadian Partnership Against Cancer; Queen's University; University of Toronto; Hamilton Health Sciences; Dalhousie University; Providence Health Care; University of Waterloo; Sunnybrook Health Science Centre; Toronto Rehabilitation Institute","funders":"Canadian Frailty Network; Toronto Rehabilitation Institute; Government of Canada; University Health Network","keywords":"General partnership; Medicine; Prioritization; Alliance; Gerontology; Scope (computer science); Older people","score_opus":0.040226783768340685,"score_gpt":0.31843564469441066,"score_spread":0.27820886092607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2919300369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9401802,0.0031702241,0.000072011215,0.032560416,0.0022379817,0.0038928385,0.00016069792,0.00007380678,0.017651847],"genre_scores_gemma":[0.98345035,0.00013558955,0.0016453853,0.00094290375,0.0019249073,0.00006487953,0.000019163437,0.00011197834,0.011704844],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99502164,0.00027261648,0.00059437955,0.0005375241,0.0011354227,0.0024383995],"domain_scores_gemma":[0.9920814,0.0015685089,0.00021720277,0.00076853146,0.0020455243,0.0033188437],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0040718056,0.0003488866,0.00043224634,0.0009336174,0.0030739128,0.00090228015,0.0005891133,0.00038416815,0.00028552365],"category_scores_gemma":[0.0031037917,0.00026433636,0.0001847446,0.00090267684,0.00025962398,0.00031735614,0.000051567346,0.0022980256,0.000105407504],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005081573,0.00007501072,0.6122848,0.0009348692,0.0005625306,0.00086225086,0.018225696,0.00006049087,0.00004227354,0.0024948113,0.25523967,0.108709484],"study_design_scores_gemma":[0.0038039552,0.00071903167,0.41441512,0.0015288781,0.00012762194,0.0016140884,0.0076090144,0.0007135518,0.00004736742,0.00043159723,0.568261,0.00072874344],"about_ca_topic_score_codex":0.4096498,"about_ca_topic_score_gemma":0.9764125,"teacher_disagreement_score":0.5667627,"about_ca_system_score_codex":0.0034817073,"about_ca_system_score_gemma":0.022714235,"threshold_uncertainty_score":0.99998087},"labels":[],"label_agreement":null},{"id":"W2919871329","doi":"10.1213/ane.0000000000004085","title":"Association of Preoperative Frailty With Intraoperative Hemodynamic Instability and Postoperative Mortality","year":2019,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Medicine; Hemodynamics; Perioperative; Hematocrit; Confounding; Blood pressure; Mean arterial pressure; Body mass index; Blood product; Anesthesia; Internal medicine; Cardiology; Surgery; Heart rate","score_opus":0.010738910545939668,"score_gpt":0.2581957104064193,"score_spread":0.24745679986047964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2919871329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99208903,0.00009942435,0.000066219516,0.004612801,0.000015446607,0.0011819274,0.000011045709,0.000049932612,0.0018741833],"genre_scores_gemma":[0.99667424,0.000034268796,0.00082297355,0.0006922183,0.000021773998,0.000030935902,0.00005465359,0.00002726276,0.0016416515],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981016,0.00021852802,0.0003912934,0.0005084788,0.0004967659,0.00028337073],"domain_scores_gemma":[0.99846125,0.00016816774,0.00021619847,0.00044930182,0.0005687251,0.00013637848],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003902963,0.00028476206,0.00066965993,0.00008780208,0.00007203446,0.000029570905,0.000094212126,0.00017485293,0.0002355843],"category_scores_gemma":[0.00010662713,0.0002139046,0.00007339178,0.00031994528,0.00018569305,0.0003205656,0.000024703748,0.00031410548,0.000028554217],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032548644,0.00022694882,0.9901449,0.0001233435,0.00036015196,0.00004695891,0.0034694725,0.000035437984,0.0038734863,0.0008230789,0.00012024758,0.00045048175],"study_design_scores_gemma":[0.0018736734,0.0014141158,0.985533,0.00015263796,0.00021037333,0.00015186208,0.0009963143,0.0012498383,0.007915871,0.000072446484,0.00018853798,0.00024133887],"about_ca_topic_score_codex":0.00044514704,"about_ca_topic_score_gemma":0.00047944544,"teacher_disagreement_score":0.004611915,"about_ca_system_score_codex":0.00025699276,"about_ca_system_score_gemma":0.0002470552,"threshold_uncertainty_score":0.8722776},"labels":[],"label_agreement":null},{"id":"W2920043801","doi":"10.1017/s1355617719000092","title":"Pre-Stroke Frailty Is Independently Associated With Post-Stroke Cognition: A Cross-Sectional Study","year":2019,"lang":"en","type":"article","venue":"Journal of the International Neuropsychological Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stroke (engine); Delirium; Medicine; Cognition; Montreal Cognitive Assessment; Univariate analysis; Physical therapy; Cross-sectional study; Internal medicine; Cognitive impairment; Multivariate analysis; Psychiatry; Pathology","score_opus":0.032352891722835,"score_gpt":0.3274176960678127,"score_spread":0.29506480434497767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920043801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879304,0.000017773491,0.00004874845,0.0066230856,0.0019981784,0.0005482037,0.0001873703,0.000033651355,0.0026125654],"genre_scores_gemma":[0.97361094,0.000010435547,0.00017415588,0.009311773,0.00044594932,0.000007182391,0.000010467025,0.000025036587,0.016404036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99631035,0.00013281745,0.00075451366,0.0003600134,0.0021906933,0.0002515804],"domain_scores_gemma":[0.9969823,0.00030344672,0.00078584166,0.00029921313,0.00147776,0.00015146377],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006540228,0.0002307284,0.00034983395,0.000057046804,0.00012647286,0.00014134553,0.0007407117,0.00020186693,0.0016919884],"category_scores_gemma":[0.0006507715,0.00013216183,0.00076917355,0.00018338204,0.00017475977,0.0002430933,0.00017476788,0.0014885727,0.00006219408],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017892175,0.0020034206,0.98083377,0.0000053491403,0.0011444961,0.00008343039,0.00030053625,0.00006271139,0.011019537,0.0000059377094,0.0026258032,0.00012576257],"study_design_scores_gemma":[0.0072359093,0.0029179496,0.9865775,0.00007474938,0.00011573071,0.0012635151,0.00017639242,0.0000943088,0.00040829714,0.000072653864,0.0009288915,0.00013406553],"about_ca_topic_score_codex":0.000008455805,"about_ca_topic_score_gemma":0.0000046988594,"teacher_disagreement_score":0.014319459,"about_ca_system_score_codex":0.00021874835,"about_ca_system_score_gemma":0.00012581865,"threshold_uncertainty_score":0.9992206},"labels":[],"label_agreement":null},{"id":"W2920071442","doi":"10.1016/s2468-2667(19)30026-x","title":"Age-related disease burden as a measure of population ageing","year":2019,"lang":"en","type":"letter","venue":"The Lancet Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Ageing; Disease; Population ageing; Medicine; MEDLINE; Population; Burden of disease; Measure (data warehouse); Gerontology; Pathology; Environmental health; Computer science; Biology; Internal medicine","score_opus":0.07795618377902729,"score_gpt":0.33195119570570686,"score_spread":0.25399501192667956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2920071442","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0073144613,0.0012086503,0.000020664726,0.9843406,0.000700314,0.0015680295,0.0001158745,0.00020547165,0.004525924],"genre_scores_gemma":[0.20202571,0.00021243899,0.000099346136,0.77208215,0.007020871,0.000042342665,0.0039726463,0.00011652903,0.014427994],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996129,0.00064678054,0.0007510528,0.00046120555,0.0011290006,0.00088296126],"domain_scores_gemma":[0.9969178,0.00027045546,0.0006789358,0.0016749873,0.00020038459,0.00025746718],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001630846,0.00033527243,0.0012463203,0.00023190126,0.000104943676,0.00005319287,0.0004993818,0.00047551023,0.0002518962],"category_scores_gemma":[0.0013981892,0.00023148295,0.00020806416,0.00041701578,0.0001114203,0.00011342828,0.00009472534,0.0024611996,0.00022238288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049722454,0.000027449993,0.0011536356,0.0024247656,0.00017229846,0.00027568583,0.0009691927,0.000011150572,0.000004212751,0.00019918825,0.98474234,0.009970332],"study_design_scores_gemma":[0.0017984806,0.00017074634,0.038059834,0.001723808,0.00010595683,0.00006056991,0.000032555712,0.00026047605,3.3377597e-7,0.00061283575,0.95694065,0.00023375406],"about_ca_topic_score_codex":0.0040700114,"about_ca_topic_score_gemma":0.000045415265,"teacher_disagreement_score":0.21225849,"about_ca_system_score_codex":0.00042341198,"about_ca_system_score_gemma":0.001269356,"threshold_uncertainty_score":0.99984014},"labels":[],"label_agreement":null},{"id":"W2921550045","doi":"10.1002/agm2.12055","title":"Associations between a laboratory frailty index and adverse health outcomes across age and sex","year":2019,"lang":"en","type":"article","venue":"Aging Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Medicine; Confidence interval; Gerontology; Odds ratio; National Health and Nutrition Examination Survey; Demography; Health care; Environmental health; Population; Internal medicine","score_opus":0.031481727360505134,"score_gpt":0.35384142898434706,"score_spread":0.3223597016238419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921550045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9641709,0.000796938,0.00006964758,0.033203285,0.0002107351,0.0004998007,0.00011105879,0.00012713892,0.0008105223],"genre_scores_gemma":[0.9882219,0.000116816555,0.00022104272,0.0070632612,0.0002630729,0.00000596088,0.000118799784,0.00002980026,0.0039593787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984161,0.00006575708,0.00038165817,0.00034737808,0.00039657552,0.0003925037],"domain_scores_gemma":[0.9987034,0.00038234342,0.00016984959,0.00033910794,0.00007299343,0.0003322785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007268662,0.00019421116,0.0007283224,0.00010231924,0.00012855648,0.000010566374,0.00006648936,0.000103550745,0.00007539307],"category_scores_gemma":[0.0004484016,0.00015472829,0.000027807093,0.0002352325,0.00019900443,0.00011052521,0.00008340738,0.00037424406,0.000020079302],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000046210816,0.000019059078,0.9810482,0.00012282071,0.00010260901,0.000033404125,0.0069313888,4.2113456e-7,0.00008584686,0.000020568035,0.0027859889,0.008845065],"study_design_scores_gemma":[0.0044058436,0.00023644576,0.98093253,0.00037820952,0.000056685807,0.000009970646,0.0014229864,0.00003174395,0.000013723159,0.00006558526,0.012317727,0.00012856502],"about_ca_topic_score_codex":0.0010966536,"about_ca_topic_score_gemma":0.00018439657,"teacher_disagreement_score":0.026140025,"about_ca_system_score_codex":0.000121799356,"about_ca_system_score_gemma":0.00010368359,"threshold_uncertainty_score":0.6309636},"labels":[],"label_agreement":null},{"id":"W2921622496","doi":"10.1016/j.jamda.2019.01.143","title":"A Systematic Approach for Prescribing Posthospitalization Home-Based Physical Activity for Mobility in Older Adults: The PATH Study","year":2019,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université du Québec à Montréal; Institut Universitaire de Gériatrie de Montréal","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Medical prescription; Physical therapy; Nursing","score_opus":0.007897540808713056,"score_gpt":0.2783491324439119,"score_spread":0.27045159163519883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921622496","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876895,0.000032753982,0.0042813267,0.0021724885,0.0003568922,0.005424893,0.000013835257,0.000016734632,0.000011570266],"genre_scores_gemma":[0.9988695,0.0000034035384,0.0002882735,0.00026906523,0.00024291106,0.00023713033,0.0000059733334,0.00002565198,0.000058083628],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99676186,0.00072748685,0.00059257855,0.00021786345,0.0014343426,0.00026588654],"domain_scores_gemma":[0.99485713,0.0024727674,0.0017705996,0.00031877533,0.00046971353,0.00011101305],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003313999,0.0001659051,0.0008488613,0.00008440626,0.00007588942,0.000029789597,0.00030236738,0.00007368078,0.0000039932033],"category_scores_gemma":[0.012106844,0.00008714119,0.0004082486,0.00046796678,0.00006198282,0.00011577546,0.000034216897,0.0003922983,5.926492e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016025612,0.010004203,0.9725107,0.0046173995,0.000512928,0.0000019070421,0.0052969907,0.00034238576,0.00030643592,0.000006977461,0.00085512176,0.003942417],"study_design_scores_gemma":[0.005454527,0.0016212797,0.8922716,0.0026487645,0.0004021089,0.0000043328546,0.002186631,0.09511436,0.00015824179,0.00001667097,0.0000046916166,0.00011680191],"about_ca_topic_score_codex":0.00016212504,"about_ca_topic_score_gemma":0.000017820328,"teacher_disagreement_score":0.094771974,"about_ca_system_score_codex":0.0009831906,"about_ca_system_score_gemma":0.00029531817,"threshold_uncertainty_score":0.9962146},"labels":[],"label_agreement":null},{"id":"W2921719509","doi":"10.5206/uwomj.v84i2.4302","title":"The nature of geriatrics","year":2016,"lang":"en","type":"article","venue":"University of Western Ontario Medical Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geriatrics; Medicine; Gerontology; Medical education; Family medicine; Psychiatry","score_opus":0.008010769139805371,"score_gpt":0.22176285016694697,"score_spread":0.2137520810271416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921719509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9707756,0.00020146783,0.0017962375,0.024840174,0.00044109428,0.00007573238,0.0000040144214,0.000009374627,0.0018563047],"genre_scores_gemma":[0.9793349,0.00064584194,0.00057650526,0.00021406243,0.00017907727,1.6042483e-8,9.2352417e-7,0.000006742104,0.019041931],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998655,0.000043423952,0.00020461227,0.000087787404,0.0008403811,0.00016876296],"domain_scores_gemma":[0.9988252,0.00024994265,0.00020084764,0.00018673425,0.00022969166,0.00030760613],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040532794,0.000072899034,0.00021445059,0.00006461523,0.000100118225,0.000004494947,0.0003484607,0.0002099617,0.000948668],"category_scores_gemma":[0.00032542515,0.000040040268,0.000133369,0.000065863904,0.00033359235,0.00007780442,0.000087990644,0.00064943614,0.0000121627345],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012789327,0.0002859858,0.8402411,0.000057630412,0.00041088738,0.0013326352,0.0031298648,3.8075066e-7,0.00094884465,0.0002852859,0.02489678,0.1271317],"study_design_scores_gemma":[0.0061076703,0.00050056825,0.5633225,0.0009267915,0.00018939457,0.0018741647,0.0005836767,0.0000034484935,0.00040942096,0.00023085828,0.42574045,0.00011110738],"about_ca_topic_score_codex":0.001507028,"about_ca_topic_score_gemma":0.039325453,"teacher_disagreement_score":0.40084365,"about_ca_system_score_codex":0.0002050881,"about_ca_system_score_gemma":0.0009003154,"threshold_uncertainty_score":0.9999646},"labels":[],"label_agreement":null},{"id":"W2921969804","doi":"10.1111/ger.12397","title":"Frailty, oral health and nutrition in geriatrics inpatients: A cross‐sectional study","year":2019,"lang":"en","type":"article","venue":"Gerodontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatrics; Cross-sectional study; Gerontology; National Health and Nutrition Examination Survey; Multivariate analysis; Polypharmacy; Univariate analysis; Internal medicine; Environmental health; Population; Psychiatry","score_opus":0.04524546381228797,"score_gpt":0.35705503073039263,"score_spread":0.3118095669181047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2921969804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99604195,0.00051034807,0.000023004486,0.0009605591,0.0006397465,0.0014062313,0.000011066525,0.00004707631,0.00036000612],"genre_scores_gemma":[0.99774235,0.000059220234,0.00060768845,0.00088632514,0.00009176614,0.00006114753,0.00006274862,0.000015007996,0.00047376202],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984913,0.00015644278,0.00042024066,0.00039820248,0.00021184342,0.00032196898],"domain_scores_gemma":[0.999307,0.000120596866,0.00010265774,0.0002450086,0.000085903856,0.00013887098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029299868,0.00013178734,0.0003852172,0.0002362621,0.000042894277,0.000017358598,0.00006461527,0.0001405895,0.00014841773],"category_scores_gemma":[0.0002120973,0.00013052352,0.000032052758,0.00021534972,0.000061969295,0.0001018532,0.00006199589,0.00026738047,0.00008483776],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050096225,0.0010418596,0.9941789,0.00015531665,0.000018544157,0.00002283273,0.0011553295,0.0000020159985,0.000030181563,0.0000518445,0.0007643105,0.002077887],"study_design_scores_gemma":[0.008706735,0.0034303744,0.9848233,0.00003617515,0.0000061079504,0.0001511822,0.0003746836,0.00006743797,0.000004650177,0.00014938804,0.0021501759,0.00009978191],"about_ca_topic_score_codex":0.001096484,"about_ca_topic_score_gemma":0.00306472,"teacher_disagreement_score":0.009355607,"about_ca_system_score_codex":0.00020463158,"about_ca_system_score_gemma":0.00017145652,"threshold_uncertainty_score":0.5322595},"labels":[],"label_agreement":null},{"id":"W2922258220","doi":"10.3390/cancers11030371","title":"Challenges Facing Radiation Oncologists in The Management of Older Cancer Patients: Consensus of The International Geriatric Radiotherapy Group","year":2019,"lang":"en","type":"article","venue":"Cancers","topic":"Frailty in Older Adults","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Institutes of Health","keywords":"Medicine; Radiation therapy; Disease; Geriatric oncology; Intensive care medicine; Clinical trial; Cancer; Brachytherapy; Systemic therapy; Internal medicine","score_opus":0.02074277885014715,"score_gpt":0.29711502832562153,"score_spread":0.2763722494754744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922258220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861825,0.0043387804,0.000009001934,0.0030493499,0.0010906691,0.0008982542,0.000016131195,0.0000064225433,0.0044088596],"genre_scores_gemma":[0.9936302,0.005649848,0.00010046544,0.00031536593,0.000056373807,0.000054068616,0.000005622813,0.000008035918,0.00018006336],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99919856,0.0000429853,0.00021846742,0.0001409933,0.0002958087,0.000103196784],"domain_scores_gemma":[0.99945503,0.00006935201,0.00018298045,0.0002232794,0.000055724053,0.0000136235385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016152285,0.00007484863,0.00015148007,0.000060580296,0.000011183132,0.0000029288465,0.00018787335,0.000040442326,0.00009236982],"category_scores_gemma":[0.00001203519,0.000046213983,0.00005233104,0.00014984919,0.000058387173,0.000024091243,0.000021676431,0.00008712832,0.0000011848161],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051643135,0.00025350513,0.44405466,0.001148072,0.00071957224,0.0000069062753,0.011921314,0.006352894,0.0017417127,0.0011327586,0.0046359673,0.5275162],"study_design_scores_gemma":[0.004982312,0.00021517277,0.98332214,0.0004595576,0.00004957933,0.0000018521071,0.0017071649,0.0005687176,0.000629577,0.000021203652,0.007965028,0.00007766379],"about_ca_topic_score_codex":0.00048894726,"about_ca_topic_score_gemma":0.00021799152,"teacher_disagreement_score":0.5392675,"about_ca_system_score_codex":0.0010474431,"about_ca_system_score_gemma":0.000097475444,"threshold_uncertainty_score":0.27390274},"labels":[],"label_agreement":null},{"id":"W2922262962","doi":"10.1016/j.ijcha.2019.02.014","title":"Impact of the clinical frailty scale on mid-term mortality in patients with ST-elevated myocardial infarction","year":2019,"lang":"en","type":"article","venue":"IJC Heart & Vasculature","topic":"Frailty in Older Adults","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hazard ratio; Internal medicine; Myocardial infarction; Confidence interval; Percutaneous coronary intervention; Conventional PCI; Proportional hazards model; Cardiology","score_opus":0.022127077440243444,"score_gpt":0.33381974281414917,"score_spread":0.3116926653739057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922262962","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99738365,0.000019644687,7.5145834e-7,0.00035832697,0.0005249476,0.0013379597,0.00006430739,0.000035343466,0.0002750675],"genre_scores_gemma":[0.99911237,0.000004647543,0.00005225749,0.00042876916,0.00015675719,0.000008942309,0.00009975181,0.0000306473,0.00010587125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99779695,0.00024135673,0.00046837435,0.00041341002,0.00076881895,0.00031105836],"domain_scores_gemma":[0.99832994,0.0000929535,0.00012802496,0.0010852341,0.0002198076,0.00014405786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039630354,0.00022901242,0.0006107986,0.00007881865,0.000034186705,0.000012374413,0.00012717851,0.00036922825,0.0001736008],"category_scores_gemma":[0.0001746201,0.00013163291,0.00054716447,0.000429687,0.00012903876,0.0001069088,0.000054786233,0.00092109217,0.00004529373],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068144983,0.0006084932,0.99569774,0.00004309362,0.0003245033,0.0000014678347,0.000139111,0.00016262564,0.00049468316,9.430867e-7,0.001138478,0.0007074411],"study_design_scores_gemma":[0.0067290906,0.0012297301,0.9906145,0.00035384877,0.00011501678,0.0000046637024,0.00000748653,0.00003258785,0.00020052926,0.000010584045,0.0005598258,0.00014219008],"about_ca_topic_score_codex":0.00033560838,"about_ca_topic_score_gemma":0.00012391778,"teacher_disagreement_score":0.006047641,"about_ca_system_score_codex":0.00015445148,"about_ca_system_score_gemma":0.00019116867,"threshold_uncertainty_score":0.53678346},"labels":[],"label_agreement":null},{"id":"W2922511565","doi":"10.11909/j.issn.1671-5411.2018.11.004","title":"Frailty significantly impairs the short term prognosis in elderly patients with heart failure.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Internal medicine; Adverse effect; Multivariate analysis","score_opus":0.02053883706095041,"score_gpt":0.239969422019473,"score_spread":0.21943058495852258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922511565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98787975,0.00001987363,0.000012980202,0.0068330173,0.00015681161,0.0034090625,0.0000147849805,0.000106240295,0.0015674508],"genre_scores_gemma":[0.99587697,0.000001619586,0.0003544891,0.00063808745,0.00024363234,0.0024188668,0.000027625292,0.000042225216,0.00039649347],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803317,0.000063502026,0.00030517453,0.00040314297,0.00052730413,0.00066768116],"domain_scores_gemma":[0.99895203,0.00008660991,0.00005224947,0.0004915925,0.00019213012,0.00022540484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031031197,0.00022050699,0.00029273142,0.0001185505,0.0000898652,0.000046783745,0.00020809053,0.00010456247,0.00006354],"category_scores_gemma":[0.00018552026,0.00013147178,0.00006637762,0.0004326316,0.0003068389,0.00014692638,0.000052425476,0.0003003853,0.00004653883],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001891462,0.0003202928,0.9435924,0.0000263886,0.000045386805,0.0000073207807,0.00036474006,2.4902744e-7,0.000028059309,0.000003513684,0.011539294,0.043883163],"study_design_scores_gemma":[0.0016801283,0.00064817053,0.9882,0.000061132865,0.00005492757,0.000011975153,0.0001260286,0.000007747167,0.0014152471,0.0000144197675,0.007606694,0.00017350088],"about_ca_topic_score_codex":0.00009142533,"about_ca_topic_score_gemma":0.0008605948,"teacher_disagreement_score":0.044607583,"about_ca_system_score_codex":0.0001121564,"about_ca_system_score_gemma":0.00006250551,"threshold_uncertainty_score":0.5361264},"labels":[],"label_agreement":null},{"id":"W2922524308","doi":"10.1161/circ.139.suppl_1.p413","title":"Abstract P413: Association Between High Sensitivity Troponin T and N-Terminal Pro B-Type Natriuretic Peptide and Fall Risk in Older Adult Participants of the Atherosclerosis Risk in Communities Study (ARIC)","year":2019,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Christie (Canada)","funders":"","keywords":"Medicine; Natriuretic peptide; Internal medicine; Subclinical infection; Troponin T; Incidence (geometry); Poisson regression; Risk factor; Prospective cohort study; Cardiology; Demography; Heart failure; Population; Myocardial infarction; Environmental health","score_opus":0.028896514958260195,"score_gpt":0.27535197607166306,"score_spread":0.24645546111340286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922524308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99846077,0.000030595285,0.0000054153297,0.000115173985,0.00005961601,0.0012550795,0.000030096027,0.000015301655,0.000027965683],"genre_scores_gemma":[0.9998089,0.00004127608,0.00002691815,0.000017855087,0.000030208968,0.000012690385,0.00001967358,0.000016793383,0.000025670271],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983259,0.00054889894,0.00039802736,0.00019096785,0.00032604212,0.00021018377],"domain_scores_gemma":[0.998558,0.0005963212,0.0003726092,0.00028342198,0.0001482075,0.000041466013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010246485,0.00013874947,0.00035245653,0.00011331579,0.00006620005,0.000022165257,0.000045348996,0.00013454174,0.000007252837],"category_scores_gemma":[0.0006073348,0.00011720863,0.000032407486,0.00022995079,0.000059347967,0.00014559783,0.000049250484,0.00042379642,0.0000038698468],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051738472,0.00022098371,0.9877183,0.000088625464,0.000052394003,0.0000017120221,0.010104468,0.00025285475,0.00075707963,0.0000028794734,0.0000044214066,0.00074458],"study_design_scores_gemma":[0.0032731881,0.00013458032,0.99078834,0.00033692608,0.00020127092,0.0000022428933,0.0022769656,0.0026381752,0.00016954097,0.000069957314,6.929417e-7,0.00010812637],"about_ca_topic_score_codex":0.011063626,"about_ca_topic_score_gemma":0.007983766,"teacher_disagreement_score":0.007827502,"about_ca_system_score_codex":0.0002143985,"about_ca_system_score_gemma":0.00003846964,"threshold_uncertainty_score":0.9955218},"labels":[],"label_agreement":null},{"id":"W2922662522","doi":"10.1016/j.mad.2019.03.004","title":"The impact of physical activity and sedentary behaviors on frailty levels","year":2019,"lang":"en","type":"review","venue":"Mechanisms of Ageing and Development","topic":"Frailty in Older Adults","field":"Medicine","cited_by":168,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sedentary behavior; National Health and Nutrition Examination Survey; Medicine; Gerontology; Sedentary lifestyle; Physical activity; Psychological intervention; Epidemiology; Incidence (geometry); Environmental health; Physical therapy; Population; Internal medicine","score_opus":0.08685917606365469,"score_gpt":0.37712599838230004,"score_spread":0.29026682231864537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2922662522","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23560604,0.7596681,0.00066763104,0.00006616274,0.00037911025,0.0030089892,0.00017902433,0.000063566615,0.00036138177],"genre_scores_gemma":[0.11989394,0.8764532,0.00228611,0.00002030055,0.00007373827,0.00007590559,0.000062920626,0.000098115604,0.001035734],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985577,0.00007279077,0.00036783528,0.00035702,0.00039889052,0.00024576442],"domain_scores_gemma":[0.9987723,0.00034767273,0.0003512888,0.0003560882,0.000056146324,0.000116507676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002906929,0.00038634308,0.0014477143,0.000120779914,0.000097733435,0.000017261298,0.00012548901,0.00017290705,0.00001158082],"category_scores_gemma":[0.00005368626,0.00022110583,0.00025059955,0.00009565927,0.000078140336,0.00003704562,0.00016270916,0.00035732085,0.0000069522775],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032556196,0.00017688752,0.00001089154,0.004866253,0.0003332411,0.000021320335,0.0003359211,5.5681727e-7,0.00026427826,0.000046077203,0.00005646446,0.99385554],"study_design_scores_gemma":[0.0147424005,0.021508642,0.17108221,0.34405267,0.011907513,0.001352601,0.0013362488,0.00022625261,0.07531694,0.0020517653,0.3494786,0.0069441586],"about_ca_topic_score_codex":0.00014574706,"about_ca_topic_score_gemma":0.000006469457,"teacher_disagreement_score":0.9869114,"about_ca_system_score_codex":0.00014542443,"about_ca_system_score_gemma":0.00047342517,"threshold_uncertainty_score":0.90164346},"labels":[],"label_agreement":null},{"id":"W2923110332","doi":"10.12788/jhm.3174","title":"Prevalence and Postdischarge Outcomes Associated with Frailty in Medical Inpatients: Impact of Different Frailty Definitions","year":2019,"lang":"en","type":"article","venue":"Journal of Hospital Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Alberta Innovates; University of Leicester; University of Alberta","keywords":"Medicine; Odds ratio; Hospital medicine; Prospective cohort study; Internal medicine; Cohort study","score_opus":0.02187580589319712,"score_gpt":0.3053290081878392,"score_spread":0.2834532022946421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2923110332","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924765,0.00060430384,0.000016429358,0.0055561797,0.00035319952,0.00045521604,0.000036783335,0.00001126181,0.00049010804],"genre_scores_gemma":[0.9990067,0.00041239196,0.00007446657,0.00024907532,0.000081364684,0.0000041363364,0.00001839006,0.000025523936,0.00012793386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99692273,0.00008637613,0.0010234014,0.00020211711,0.0014566324,0.00030875255],"domain_scores_gemma":[0.9975326,0.0005870582,0.0007345086,0.0002577295,0.0004534694,0.0004345992],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00047489558,0.0002710085,0.0011180445,0.00035466047,0.000021503974,0.000005567299,0.00018923296,0.0001706604,0.0009932907],"category_scores_gemma":[0.0036789419,0.00014429426,0.0001565098,0.00028889943,0.00030724038,0.00021238519,0.00005980596,0.00074609753,0.000004499212],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002908137,0.0011519125,0.9953637,0.0001705832,0.00035925696,0.00015360583,0.001176066,0.0000016324018,0.00024298129,0.0000495576,0.0004281779,0.0006117094],"study_design_scores_gemma":[0.011352052,0.01972553,0.9617243,0.006077465,0.00021106527,0.00016868135,0.0002553126,0.000060893013,0.00006878874,0.00021081921,0.0000056219055,0.00013947202],"about_ca_topic_score_codex":0.000075003976,"about_ca_topic_score_gemma":0.00003167155,"teacher_disagreement_score":0.033639405,"about_ca_system_score_codex":0.00021306366,"about_ca_system_score_gemma":0.000241784,"threshold_uncertainty_score":0.99991995},"labels":[],"label_agreement":null},{"id":"W2927259509","doi":"10.11606/s1518-8787.2019053000829","title":"Health care are associated with worsening of frailty in community older adults","year":2019,"lang":"en","type":"article","venue":"Revista de Saúde Pública","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado de Minas Gerais","keywords":"Medicine; Poisson regression; Polypharmacy; Gerontology; Socioeconomic status; Demography; Environmental health; Population","score_opus":0.017102984858417734,"score_gpt":0.2925847248625,"score_spread":0.27548174000408227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2927259509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920253,0.0017276405,0.00002367111,0.0021380042,0.00002958963,0.0010465741,0.000064850625,0.00009355621,0.0028507824],"genre_scores_gemma":[0.99778306,0.00004223903,0.00058971165,0.0009118526,0.000027268043,0.000020707503,0.00020498528,0.00005030793,0.00036989222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978601,0.000461279,0.0005211035,0.00027306104,0.0003936999,0.00049079634],"domain_scores_gemma":[0.9978984,0.0003106397,0.00042112335,0.0008669704,0.00028991367,0.00021294554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005742101,0.00023143494,0.0008646779,0.00020182849,0.000076349694,0.000016241678,0.0002274648,0.00015462626,0.00013147159],"category_scores_gemma":[0.0006374727,0.00020288167,0.0001001621,0.00071174983,0.00008108724,0.00007741981,0.00008230982,0.0009620188,0.000026764572],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042662874,0.0004935917,0.9726467,0.002945384,0.00010456266,0.00002969929,0.011510442,0.000015422249,0.00011949341,0.00011127287,0.0020127844,0.009584024],"study_design_scores_gemma":[0.0050436473,0.0006589012,0.9703478,0.014858761,0.00003906574,0.000030726147,0.00447145,0.00011043009,0.00014669712,0.0000037373973,0.0040608943,0.00022787534],"about_ca_topic_score_codex":0.0012377753,"about_ca_topic_score_gemma":0.0013344511,"teacher_disagreement_score":0.011913377,"about_ca_system_score_codex":0.00060091726,"about_ca_system_score_gemma":0.00037062514,"threshold_uncertainty_score":0.82732743},"labels":[],"label_agreement":null},{"id":"W2928638573","doi":"10.1002/agm2.12058","title":"The biology of frailty in humans and animals: Understanding frailty and promoting translation","year":2019,"lang":"en","type":"review","venue":"Aging Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Frailty Index; Sarcopenia; Gerontology; Psychological intervention; Frailty syndrome; Vulnerability (computing); Stressor; Medicine; Population; Computer science; Environmental health; Clinical psychology; Psychiatry","score_opus":0.2862204603956085,"score_gpt":0.42467111571757155,"score_spread":0.13845065532196305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2928638573","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00066430407,0.99418,0.00023415736,0.002257171,0.00019767878,0.0012977552,0.000008950478,0.000031941105,0.0011280335],"genre_scores_gemma":[0.020486383,0.9788948,0.00014623447,0.000048535578,0.0001970448,0.000021520389,0.000053693064,0.000048212485,0.00010352818],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783415,0.00021277701,0.0009073791,0.00048068142,0.00022850125,0.0003365102],"domain_scores_gemma":[0.9974446,0.0016339957,0.00041415187,0.00037292857,0.0000416592,0.000092622344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001320616,0.00034929687,0.0017803204,0.00031845976,0.0000976489,0.0000108656495,0.00012947794,0.00028127775,0.000018295555],"category_scores_gemma":[0.00054960087,0.00020887984,0.0000831915,0.0003385366,0.0005497018,0.000047260008,0.00005834848,0.0006526228,0.0000016268789],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013687489,0.000015416179,0.0014811339,0.023664936,0.00014116689,0.000012226343,0.002664351,5.5706067e-8,0.00006703495,0.0011426368,0.000069917485,0.97072744],"study_design_scores_gemma":[0.004285347,0.0010934355,0.0010808638,0.15605779,0.0021200802,0.00024019918,0.0015799789,0.00022259266,0.000007817395,0.0022100843,0.8306138,0.0004880007],"about_ca_topic_score_codex":0.00014791933,"about_ca_topic_score_gemma":0.00013881168,"teacher_disagreement_score":0.97023946,"about_ca_system_score_codex":0.0001360763,"about_ca_system_score_gemma":0.00012097506,"threshold_uncertainty_score":0.85178727},"labels":[],"label_agreement":null},{"id":"W2930386701","doi":"10.1002/agm2.12060","title":"Frailty and aging medicine","year":2019,"lang":"en","type":"editorial","venue":"Aging Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie Medical Research Foundation","keywords":"Medicine; Gerontology; Psychology","score_opus":0.022409653564725043,"score_gpt":0.3238107828978289,"score_spread":0.30140112933310387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2930386701","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007094782,0.019021694,0.00021402401,0.054573916,0.8999523,0.001193223,0.000050173505,0.0005077825,0.023777433],"genre_scores_gemma":[0.004398847,0.00423521,0.0003442002,0.0028262434,0.92593896,0.000037711503,0.001600129,0.00028567098,0.060333025],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99334127,0.0001405849,0.0012287222,0.0015062952,0.0027865537,0.0009965764],"domain_scores_gemma":[0.99305093,0.003315005,0.0005769555,0.0016561575,0.00067925383,0.00072171976],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015812344,0.0010746486,0.0026859224,0.00081528,0.0001687976,0.000027161428,0.00048412287,0.0011942369,0.0011402601],"category_scores_gemma":[0.008659211,0.00079597614,0.00014048957,0.00054490444,0.0011496231,0.000158761,0.00030529554,0.0031812906,0.00022352528],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007823529,0.000036564405,0.0007988724,0.0022850172,0.00031256946,0.00037718666,0.0019069117,6.893141e-7,0.00060198485,0.000031465323,0.9794963,0.014074205],"study_design_scores_gemma":[0.009375374,0.0012362837,0.0009607664,0.018803585,0.0013681854,0.00019422879,0.0004623812,0.000088162225,0.00004724201,0.00018418377,0.96663517,0.00064442446],"about_ca_topic_score_codex":0.0019675565,"about_ca_topic_score_gemma":0.0000768498,"teacher_disagreement_score":0.051747672,"about_ca_system_score_codex":0.00036475452,"about_ca_system_score_gemma":0.00051111507,"threshold_uncertainty_score":0.99977285},"labels":[],"label_agreement":null},{"id":"W2930544200","doi":"10.1016/j.jtcvs.2019.03.001","title":"The clinical decision algorithm: If it's too complicated, we won't remember it, if it's too hard, we won't use it","year":2019,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital; University of Toronto; St. Michael's Hospital","funders":"Pfizer Canada","keywords":"Computer science; Algorithm; Psychology","score_opus":0.0792899458680632,"score_gpt":0.3465825197258864,"score_spread":0.2672925738578232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2930544200","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004471419,0.07199698,0.010313091,0.8966873,0.013685885,0.0015320372,0.00015572141,0.00009889106,0.001058649],"genre_scores_gemma":[0.0022362592,0.40680915,0.009483132,0.49893183,0.034275807,0.00007277656,0.00035089994,0.0007333784,0.04710678],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9862312,0.002179679,0.0042083827,0.0013905754,0.0045957933,0.0013943563],"domain_scores_gemma":[0.98142713,0.010630337,0.0018831897,0.0035761285,0.0018059976,0.00067723903],"candidate_categories":["metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.013592243,0.0012726997,0.0054942793,0.00072921143,0.00044729508,0.0006861037,0.0010206847,0.0023894615,0.00021666153],"category_scores_gemma":[0.0039421553,0.00086166797,0.010142413,0.00066519895,0.0006216382,0.0007540256,0.0005173815,0.0075532547,0.00037590365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005017975,0.00009055145,0.0010618054,0.0003664459,0.006576834,0.005525317,0.00008797113,0.00003210557,0.0000026814548,2.470254e-7,0.6552311,0.3305231],"study_design_scores_gemma":[0.0014601551,0.00022272664,0.0029133349,0.0058552218,0.005327851,0.012735837,0.00034121206,0.00015049621,0.000025571553,0.00005753386,0.96998763,0.0009224454],"about_ca_topic_score_codex":0.00006334392,"about_ca_topic_score_gemma":0.000005506018,"teacher_disagreement_score":0.3977555,"about_ca_system_score_codex":0.0003344704,"about_ca_system_score_gemma":0.0010620676,"threshold_uncertainty_score":0.99977076},"labels":[],"label_agreement":null},{"id":"W2930676447","doi":"10.1097/ccm.0000000000003722","title":"Frequency of Screening for Weaning From Mechanical Ventilation: Two Contemporaneous Proof-of-Principle Randomized Controlled Trials*","year":2019,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Sinai Health System; Centre Hospitalier Universitaire de Sherbrooke; St. Joseph’s Healthcare Hamilton; Sunnybrook Health Science Centre; St. Michael's Hospital; Centre for Advancing Health Outcomes; McMaster University; St. Paul's Hospital; Centre Hospitalier de l’Université de Montréal; Impact; Ottawa Hospital; Health Sciences Centre; St. Joseph's Hospital; University of Toronto","funders":"","keywords":"Medicine; Randomized controlled trial; Context (archaeology); Adverse effect; Mechanical ventilation; Clinical trial; Psychological intervention; Informed consent; Intensive care medicine; Intensive care; Emergency medicine; Physical therapy; Pediatrics; Internal medicine; Alternative medicine","score_opus":0.05755160906452387,"score_gpt":0.3807075274128431,"score_spread":0.3231559183483192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2930676447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45751125,0.032064628,0.4459759,0.01708077,0.0055399947,0.030251207,0.00044557283,0.00028654802,0.010844145],"genre_scores_gemma":[0.981163,0.000007791505,0.016993577,0.00026228052,0.00080996257,0.0002436262,0.00027780354,0.00004541546,0.00019652481],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9951064,0.0006374539,0.0026394448,0.00044613503,0.00084027793,0.0003303133],"domain_scores_gemma":[0.97744006,0.019786991,0.0005410374,0.00052384223,0.0014563776,0.00025166737],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0040910197,0.00030215996,0.0063904333,0.00017896866,0.00004400632,0.0000076106717,0.00017499765,0.00019613428,0.0012790272],"category_scores_gemma":[0.06953462,0.00019983745,0.0009392992,0.00015268278,0.0004853415,0.00006893858,0.00004558032,0.00029949713,0.000004863216],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7050276,0.0006366946,0.0050577307,0.0071028685,0.003364076,0.00023090676,0.0048234267,0.000050007133,0.16437031,0.08884764,0.0007173676,0.019771414],"study_design_scores_gemma":[0.93902713,0.0022068743,0.00012746581,0.0057063773,0.0050603817,0.00003941708,0.002702787,0.007039206,0.030708086,0.006785108,0.00030134487,0.00029579448],"about_ca_topic_score_codex":0.00021849539,"about_ca_topic_score_gemma":0.000015106899,"teacher_disagreement_score":0.5236518,"about_ca_system_score_codex":0.000052735122,"about_ca_system_score_gemma":0.00017869417,"threshold_uncertainty_score":0.99963397},"labels":[],"label_agreement":null},{"id":"W2932153703","doi":"10.26650/2018.0037","title":"GENÇ ERİŞKİN HEMODİYALİZ HASTALARINDA KIRILGANLIK VE KOGNİTİF BOZUKLUK ARASINDAKİ İLİŞKİ","year":2019,"lang":"en","type":"article","venue":"Journal of Istanbul Faculty of Medicine / İstanbul Tıp Fakültesi Dergisi","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognitive impairment; Medicine; Cognition; Diabetes mellitus; Disease; Gerontology; Internal medicine; Hemodialysis; Psychiatry; Endocrinology","score_opus":0.02376746498717039,"score_gpt":0.3125038189721797,"score_spread":0.2887363539850093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2932153703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9363882,0.004320306,0.001975251,0.033385444,0.0037077423,0.0022490243,0.00039338088,0.00021884896,0.017361782],"genre_scores_gemma":[0.9687066,0.0008191595,0.009106142,0.0034348818,0.0023604666,0.000018795294,0.00030163612,0.00033079763,0.014921527],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9859293,0.00041907438,0.0050700298,0.0013259264,0.005411314,0.0018443511],"domain_scores_gemma":[0.98695314,0.0012158421,0.0039000623,0.0020738794,0.0040607187,0.0017963317],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0031363866,0.0016038002,0.004499902,0.001522424,0.00028106722,0.00011494981,0.0015817836,0.0009651004,0.004160693],"category_scores_gemma":[0.0037331425,0.0012737514,0.0013338253,0.0014509872,0.0015070543,0.0009659889,0.00034746047,0.0030737163,0.0003765587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016443333,0.004950548,0.046827096,0.006217055,0.006524837,0.0072939894,0.041010953,0.00091049046,0.1539945,0.0017439725,0.6565964,0.057486806],"study_design_scores_gemma":[0.09055024,0.026338609,0.1037025,0.018041324,0.0048752865,0.020282857,0.047451776,0.0022326193,0.03479923,0.0029158744,0.6445852,0.0042244657],"about_ca_topic_score_codex":0.00028665285,"about_ca_topic_score_gemma":0.00008932233,"teacher_disagreement_score":0.11919527,"about_ca_system_score_codex":0.0011290021,"about_ca_system_score_gemma":0.0015680285,"threshold_uncertainty_score":0.999671},"labels":[],"label_agreement":null},{"id":"W2932908336","doi":"10.1016/j.jgo.2019.01.015","title":"Do Canadian Radiation Oncologists Consider Geriatric Assessment in the Decision-Making Process for Treatment of Patients 80 years and Older with Non-Metastatic Prostate Cancer? – National Survey","year":2019,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Prostate cancer; Radiation oncology; Family medicine; Geriatric oncology; Oncology; Gerontology; Cancer; Radiation therapy; Medical physics; Internal medicine","score_opus":0.02557402556346077,"score_gpt":0.38535630203493576,"score_spread":0.359782276471475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2932908336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959408,0.0004859045,0.000052129802,0.0010341426,0.00039305844,0.0018591497,0.00010847931,0.0000018545337,0.00012449473],"genre_scores_gemma":[0.9963209,0.00035028256,0.0028816673,0.00019526386,0.00010525194,0.000077789366,0.000023173166,0.00001635797,0.000029338073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822235,0.00020010286,0.0006743424,0.00018985657,0.00046271703,0.00025064877],"domain_scores_gemma":[0.996373,0.0016987601,0.00082943327,0.00010969716,0.00088040973,0.00010868614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011475368,0.00014782,0.00060131645,0.00056395354,0.000039670434,0.000020594316,0.00009898154,0.00009469466,0.000052802454],"category_scores_gemma":[0.0004344801,0.00009369799,0.000058908856,0.00047850868,0.000052251482,0.00012335244,0.000008523565,0.0001341368,0.0000010641722],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014246048,0.00071216037,0.92473626,0.00011254128,0.0001680936,0.00007305556,0.0023342904,0.0010526528,0.000009102689,0.000007597222,0.0011596013,0.06821005],"study_design_scores_gemma":[0.012016495,0.0064551733,0.978989,0.00010563954,0.00016681863,0.00012621268,0.0004246947,0.00028448398,0.0000041731496,0.00016145557,0.0011721643,0.00009367179],"about_ca_topic_score_codex":0.0031822436,"about_ca_topic_score_gemma":0.02098219,"teacher_disagreement_score":0.06811638,"about_ca_system_score_codex":0.0016585311,"about_ca_system_score_gemma":0.005537652,"threshold_uncertainty_score":0.9968823},"labels":[],"label_agreement":null},{"id":"W2937044837","doi":"10.4314/mmj.v31i1.16","title":"What can Sub-Saharan Africa learn from Canada’s investment in active healthy ageing? A narrative view","year":2019,"lang":"en","type":"review","venue":"Malawi Medical Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Medical Research Council; South African Medical Research Council","keywords":"Medicine; Life expectancy; CINAHL; Gerontology; Population ageing; Healthy ageing; Population; MEDLINE; Active ageing; Public health; Older people; Psychological intervention; Ageing; Environmental health; Nursing; Political science","score_opus":0.05844642404091284,"score_gpt":0.3397881366807237,"score_spread":0.2813417126398109,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2937044837","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002754829,0.97284013,0.000004162575,0.01939839,0.0045781936,0.0017789745,0.000080388476,0.000028522514,0.001015756],"genre_scores_gemma":[0.00015505083,0.98785335,0.000067637084,0.0085000815,0.0015670825,0.00010436105,0.00026619213,0.0001350209,0.0013512159],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99120533,0.0014310263,0.002051109,0.00085618434,0.0032316037,0.0012247703],"domain_scores_gemma":[0.99451536,0.0009466783,0.0010265757,0.00065382296,0.0002118375,0.0026457193],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001161081,0.00091947697,0.0043315245,0.00044400257,0.00017925692,0.0001538865,0.00076703593,0.00094881235,0.0021680829],"category_scores_gemma":[0.0017251816,0.0006772766,0.0005898874,0.0006004476,0.0002467332,0.00024875355,0.00021224396,0.006840923,0.00010163702],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00012107292,0.00023111347,0.000012324837,0.0058702403,0.0006364739,0.010137304,0.002568031,4.983828e-7,3.316627e-7,0.000007753741,0.06886247,0.91155237],"study_design_scores_gemma":[0.00206507,0.00040822968,0.00012067679,0.115788996,0.0007070169,0.0017172282,0.0009557347,0.000009356872,0.0000010627423,0.000047241912,0.87769836,0.0004810492],"about_ca_topic_score_codex":0.09037636,"about_ca_topic_score_gemma":0.4919736,"teacher_disagreement_score":0.91107136,"about_ca_system_score_codex":0.0050098817,"about_ca_system_score_gemma":0.033668697,"threshold_uncertainty_score":0.99956787},"labels":[],"label_agreement":null},{"id":"W2937250034","doi":"10.1186/s12877-019-1048-8","title":"In-home physical frailty monitoring: relevance with respect to clinical tests","year":2019,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Paddle Canada; European Regional Development Fund","keywords":"Medicine; Grip strength; Rehabilitation; Spearman's rank correlation coefficient; Physical therapy; Statistics; Physical medicine and rehabilitation; Mathematics","score_opus":0.05048955958701309,"score_gpt":0.36238050166413854,"score_spread":0.3118909420771255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2937250034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99499965,0.000083102364,0.00013398522,0.0010452289,0.0013079147,0.0008159936,0.0000050790013,0.00010829727,0.0015007685],"genre_scores_gemma":[0.9768998,0.00003518902,0.015137135,0.00023276062,0.0022916545,0.00003072185,0.0000035446515,0.000057610254,0.005311581],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99789035,0.000072239294,0.00043987765,0.00060629414,0.0005470708,0.0004441434],"domain_scores_gemma":[0.997744,0.00085613126,0.00010552495,0.0008427952,0.00014759378,0.00030391218],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033872164,0.00022776239,0.00056707964,0.00016849652,0.000024102708,0.000025262403,0.00021486857,0.00014682158,0.000044899134],"category_scores_gemma":[0.0011678608,0.000186155,0.00011261521,0.0009179609,0.000044781984,0.00013032657,0.000103315484,0.0005202725,0.0014583342],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008390589,0.00041038642,0.99288636,0.00012269236,0.000015512394,0.00009322921,0.0002944825,0.000102926955,0.0007264107,0.00007534918,0.002949,0.0014845908],"study_design_scores_gemma":[0.003665981,0.0016241542,0.9751441,0.00017787812,0.000039020208,0.000032912372,0.000065773034,0.00013222574,0.0007228348,0.00016146498,0.01794332,0.0002903355],"about_ca_topic_score_codex":0.00005013968,"about_ca_topic_score_gemma":0.00003878507,"teacher_disagreement_score":0.018099828,"about_ca_system_score_codex":0.00015750878,"about_ca_system_score_gemma":0.00027026964,"threshold_uncertainty_score":0.99931914},"labels":[],"label_agreement":null},{"id":"W2937645317","doi":"10.1161/circoutcomes.11.suppl_1.207","title":"Abstract 207: Assessing the Clinical Value of Frailty as a Prognostic Indicator to Aid Decision-Making in Cardiac Surgery","year":2018,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mace; Medicine; EuroSCORE; Checklist; Adverse effect; Emergency medicine; Intensive care medicine; Cardiac surgery; Physical therapy; Internal medicine; Percutaneous coronary intervention; Myocardial infarction","score_opus":0.10395477132879868,"score_gpt":0.43123116784485427,"score_spread":0.32727639651605556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2937645317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916044,0.0013094458,0.0043368638,0.00085842365,0.00057615,0.0008730383,0.000011920095,0.00004327447,0.00038651525],"genre_scores_gemma":[0.99749434,0.000050079554,0.0011983116,0.0008637806,0.0003227302,0.000026913596,0.000013277612,0.000025748515,0.0000048383426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99613994,0.00078122754,0.0012735652,0.0005168042,0.0009933254,0.00029516348],"domain_scores_gemma":[0.99272585,0.005674792,0.00025430528,0.00095211196,0.00022289783,0.00017003278],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008938276,0.00021398746,0.00134291,0.00023599323,0.00014344782,0.00006323839,0.00013131558,0.00022987122,0.00003483982],"category_scores_gemma":[0.013119582,0.00016066892,0.0012772166,0.00045639309,0.0002890325,0.00018533325,0.00009614284,0.000318024,0.000041570565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036969224,0.00006737643,0.9014927,0.00013583762,0.0007289832,0.0000144061105,0.0005374734,0.000097948534,0.00002393844,0.00013307192,0.0000810956,0.0966502],"study_design_scores_gemma":[0.0005755075,0.000026774533,0.99591285,0.0005643476,0.00031289263,0.000017249598,0.00032708395,0.00007377795,0.000048855545,0.0006915018,0.0012641558,0.00018502638],"about_ca_topic_score_codex":0.00019360406,"about_ca_topic_score_gemma":0.000013729423,"teacher_disagreement_score":0.09646517,"about_ca_system_score_codex":0.00008310816,"about_ca_system_score_gemma":0.00028371834,"threshold_uncertainty_score":0.9951933},"labels":[],"label_agreement":null},{"id":"W2938555257","doi":"10.5430/jha.v8n3p8","title":"Validation of an Automated Mortality Index using the Electronic Medical Record System in a Network of Acute Care Hospitals","year":2019,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Receiver operating characteristic; Logistic regression; Medical record; Emergency medicine; Risk of mortality; Electronic medical record; Risk assessment; Acute care; Clinical Practice; Intensive care medicine; Medical emergency; Health care; Internal medicine; Physical therapy","score_opus":0.010362703660579193,"score_gpt":0.3171428470068957,"score_spread":0.30678014334631654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2938555257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982301,0.00013749106,0.00021634302,0.00026033737,0.0005147798,0.0005175677,0.0000081370545,0.000021536145,0.00009373633],"genre_scores_gemma":[0.9993575,0.000022089322,0.0003461269,0.000015634167,0.00020326825,0.0000026313883,0.000030275209,0.000015541425,0.0000069141265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974986,0.00014706998,0.0011279201,0.00013888022,0.000874418,0.00021316008],"domain_scores_gemma":[0.9978346,0.00006138516,0.001167244,0.00026586262,0.0005679891,0.00010290692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084754464,0.00013496225,0.00048573452,0.00008142567,0.000023393943,0.00001621641,0.00018250397,0.00017423251,0.0000274269],"category_scores_gemma":[0.00013415248,0.000097830714,0.00013761218,0.00032025692,0.000061714956,0.0003231266,0.000020314767,0.00035810584,0.0000010161665],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006723782,0.0004748179,0.9912959,0.00059126964,0.00046455066,0.00014973755,0.001616285,0.0010443592,0.0022597169,0.00029232443,0.00007240656,0.0010662958],"study_design_scores_gemma":[0.0041406616,0.029391464,0.88971025,0.0029146576,0.0006862339,0.0007133438,0.004900404,0.046868753,0.020221945,0.00017721082,0.000012258367,0.00026279676],"about_ca_topic_score_codex":0.00007658957,"about_ca_topic_score_gemma":0.000057725214,"teacher_disagreement_score":0.10158559,"about_ca_system_score_codex":0.0003176282,"about_ca_system_score_gemma":0.0011235066,"threshold_uncertainty_score":0.39894208},"labels":[],"label_agreement":null},{"id":"W2939729768","doi":"10.1111/jgs.15920","title":"Using Implementation Science to Promote the Use of the G8 Screening Tool in Geriatric Oncology","year":2019,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Champion; Medicine; Context (archaeology); Psychological intervention; Persuasion; Intervention (counseling); Knowledge translation; Medical education; Nursing; Knowledge management; Psychology; Computer science; Social psychology","score_opus":0.07376822784186308,"score_gpt":0.381918940644765,"score_spread":0.3081507128029019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939729768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903442,0.000042874268,0.00091665727,0.007320381,0.00057592243,0.0007733864,0.000006285955,0.0000041441,0.00001612265],"genre_scores_gemma":[0.944279,0.000064930406,0.053191207,0.0021560318,0.00021683797,0.0000025419376,2.0898538e-7,0.000017798135,0.000071425835],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772036,0.00017676236,0.0007006623,0.00017177158,0.00089606195,0.0003343519],"domain_scores_gemma":[0.99716,0.000242199,0.0015840309,0.000513338,0.00043514388,0.000065275824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001875642,0.00013049385,0.0004049137,0.00012440616,0.00017763671,0.000047525904,0.0006947423,0.000038317507,0.00001871869],"category_scores_gemma":[0.000571799,0.000065744345,0.00038794568,0.0034006776,0.00038618108,0.0002471128,0.000372452,0.000491556,0.0000016462471],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041537202,0.00027262722,0.49892682,0.00008671375,0.00022157385,0.000006665,0.014502594,0.01356207,0.391634,0.000042733278,0.00644341,0.07388542],"study_design_scores_gemma":[0.0029183351,0.0012121323,0.9592106,0.00018554315,0.0003959623,0.0004343605,0.008419964,0.005416553,0.009971848,0.00006355295,0.011530288,0.00024087376],"about_ca_topic_score_codex":0.00041699994,"about_ca_topic_score_gemma":0.000015823742,"teacher_disagreement_score":0.46028376,"about_ca_system_score_codex":0.00072209956,"about_ca_system_score_gemma":0.0011362297,"threshold_uncertainty_score":0.26809767},"labels":[],"label_agreement":null},{"id":"W2939907507","doi":"10.1161/circ.135.suppl_1.p011","title":"Abstract P011: Predictive Ability of 35 Frailty Scores for Cardiovascular Events in the General Population","year":2017,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Hazard ratio; Demography; Confidence interval; Incidence (geometry); Population; Proportional hazards model; Comorbidity; Internal medicine; Prospective cohort study; Gerontology; Environmental health","score_opus":0.05128385812179321,"score_gpt":0.3252322890154959,"score_spread":0.2739484308937027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939907507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953118,0.00013677997,0.002376028,0.00025984857,0.0001906487,0.0013732231,0.000026935453,0.000015934002,0.00030878297],"genre_scores_gemma":[0.9990644,0.000005378784,0.00044627587,0.000024322175,0.00018403651,0.00007566743,0.00018051747,0.000012033551,0.0000074109244],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99890405,0.000049819402,0.0003008439,0.00023088188,0.00037833938,0.00013604308],"domain_scores_gemma":[0.9987363,0.00007656293,0.00018950918,0.00083783874,0.00012952225,0.000030263003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000681144,0.000098127595,0.00024462375,0.000056197212,0.00012926426,0.0000120698905,0.00014329747,0.00010478255,0.000009335562],"category_scores_gemma":[0.0007754532,0.00007810634,0.0002872026,0.00004835883,0.00005637285,0.00021795703,0.000017273547,0.000103703605,0.0000019407685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009393447,0.00009043534,0.98635024,0.0001622858,0.00011094393,0.0000011393889,0.0004507871,0.0034441678,0.0017368433,0.00012458728,0.00003698146,0.007397681],"study_design_scores_gemma":[0.0014779165,0.00003912138,0.9880474,0.00012032254,0.00012283951,0.000004237816,0.000031865886,0.0066935597,0.00026135353,0.0030912585,0.00004372711,0.00006636226],"about_ca_topic_score_codex":0.0011213139,"about_ca_topic_score_gemma":0.00009062309,"teacher_disagreement_score":0.0073313187,"about_ca_system_score_codex":0.00011088836,"about_ca_system_score_gemma":0.000035064964,"threshold_uncertainty_score":0.31850842},"labels":[],"label_agreement":null},{"id":"W2939945403","doi":"10.1016/j.mad.2019.04.005","title":"Age-related deficit accumulation and the diseases of ageing","year":2019,"lang":"en","type":"review","venue":"Mechanisms of Ageing and Development","topic":"Frailty in Older Adults","field":"Medicine","cited_by":205,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Ageing; Disease; Medicine; Biological age; Gerontology; Frailty Index; Senescence; Age groups; Demography; Pathology; Internal medicine","score_opus":0.06202574799415484,"score_gpt":0.32135275474670766,"score_spread":0.2593270067525528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939945403","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011682993,0.9953397,0.0017099484,0.000047136225,0.0001850029,0.001283048,0.000013306731,0.00003759021,0.00021597992],"genre_scores_gemma":[0.016206436,0.9777994,0.004982519,0.00003550451,0.00002022751,0.00004579171,0.0001686223,0.000051361156,0.000690133],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981551,0.00010439864,0.0008582374,0.0003337319,0.00035556426,0.00019294534],"domain_scores_gemma":[0.9986168,0.00039011036,0.000534059,0.00030088823,0.00007635229,0.000081798054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043526108,0.00031943497,0.0015969903,0.0001963651,0.000082310136,0.000021594215,0.00011149585,0.00020411854,0.000023511902],"category_scores_gemma":[0.00020896096,0.00020150654,0.00015418247,0.0001589575,0.000111254594,0.00004364258,0.00017109075,0.00021814524,0.000007277527],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045653414,0.000046157747,0.000017286673,0.029514316,0.00047720302,0.00008582161,0.00084829447,0.0000059836634,0.000010982878,0.0015628291,0.00002841004,0.96735704],"study_design_scores_gemma":[0.025003558,0.0010765633,0.011206494,0.40797475,0.018674754,0.0008236392,0.0014473851,0.000676499,0.0008350788,0.011610581,0.5172326,0.0034381133],"about_ca_topic_score_codex":0.00004541464,"about_ca_topic_score_gemma":0.000004824178,"teacher_disagreement_score":0.9639189,"about_ca_system_score_codex":0.000052097825,"about_ca_system_score_gemma":0.00024282944,"threshold_uncertainty_score":0.8217198},"labels":[],"label_agreement":null},{"id":"W2939996776","doi":"10.1016/j.jtcvs.2019.03.002","title":"A new tool to assess frailty","year":2019,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Nothing; Cardiac surgery; Cardiothoracic surgery; Test (biology); Intensive care medicine; Surgery; Gerontology","score_opus":0.05687141685494649,"score_gpt":0.3131092152575057,"score_spread":0.25623779840255917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2939996776","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04306975,0.10105542,0.03790503,0.7997659,0.01329173,0.001807258,0.000074341515,0.00012257404,0.0029080303],"genre_scores_gemma":[0.007166747,0.0066374773,0.014996935,0.8777726,0.054939173,0.0000205306,0.00012658672,0.0004917951,0.037848137],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99562085,0.00031177563,0.0010339731,0.00046964697,0.0020351517,0.00052861363],"domain_scores_gemma":[0.9968854,0.00064143067,0.00044408476,0.0011484536,0.0005524393,0.0003281886],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002326474,0.00049901195,0.0029773978,0.0007293072,0.000047873025,0.00012077134,0.00024624466,0.0009084836,0.00018126445],"category_scores_gemma":[0.0009886674,0.0004025022,0.0041973833,0.0003477641,0.0000394417,0.00021468387,0.00012002238,0.0025892772,0.00011997849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012643312,0.000012862984,0.0010411197,0.00081606896,0.004246229,0.005897262,0.000047735568,0.000016642025,0.000018017894,2.116793e-7,0.7667756,0.22100182],"study_design_scores_gemma":[0.0003668372,0.00013506439,0.003557214,0.0023905574,0.0029536602,0.009660595,0.000023101744,0.0000024471663,0.00017812151,0.000024096904,0.9802608,0.0004474958],"about_ca_topic_score_codex":0.000041428895,"about_ca_topic_score_gemma":5.249318e-7,"teacher_disagreement_score":0.22055432,"about_ca_system_score_codex":0.00013953759,"about_ca_system_score_gemma":0.0011592888,"threshold_uncertainty_score":0.9998427},"labels":[],"label_agreement":null},{"id":"W2940464545","doi":"10.1111/ger.12406","title":"Association between oral health and frailty: A systematic review of longitudinal studies","year":2019,"lang":"en","type":"review","venue":"Gerodontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":327,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Association (psychology); Gerontology; Oral health; Frailty Index; Family medicine","score_opus":0.24578320550305124,"score_gpt":0.462070306808105,"score_spread":0.21628710130505377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940464545","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004718443,0.99363357,0.000009288744,0.0014764037,0.00034365346,0.0042950218,0.000080550104,0.000041261992,0.00011550937],"genre_scores_gemma":[0.000002636996,0.99656254,0.00022594786,0.00057010923,0.00013019358,0.00017074417,0.00025187328,0.000043705157,0.00204226],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.995473,0.0011349656,0.0020112635,0.00052693393,0.0004201606,0.00043363136],"domain_scores_gemma":[0.99405277,0.0021035185,0.0026420003,0.0006963555,0.00034025888,0.00016509242],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016620636,0.00045721896,0.012075615,0.00021444248,0.000039290248,0.000005860828,0.0001720928,0.00043849857,0.00002346819],"category_scores_gemma":[0.0065943575,0.00032891423,0.00047080734,0.00027527908,0.000092142705,0.000052070645,0.00012934105,0.00049923756,0.000099370416],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023043085,0.00002037731,0.0010015689,0.9185776,0.0028470636,0.000007869329,0.00009869906,9.518328e-10,3.5763241e-9,0.000016106645,0.009087883,0.06834052],"study_design_scores_gemma":[0.00030462426,0.00040659626,0.00009164365,0.7586266,0.012131723,0.00020434542,0.00002403628,7.423186e-8,2.3432051e-8,0.000008316149,0.2280407,0.00016134015],"about_ca_topic_score_codex":0.000043010343,"about_ca_topic_score_gemma":0.000095921205,"teacher_disagreement_score":0.2189528,"about_ca_system_score_codex":0.00078172033,"about_ca_system_score_gemma":0.00080020877,"threshold_uncertainty_score":0.9999163},"labels":[],"label_agreement":null},{"id":"W2940800069","doi":"10.1097/tgr.0000000000000228","title":"Caring for an “Old” Young Person in a Geriatric Rehabilitation Setting","year":2019,"lang":"en","type":"article","venue":"Topics in Geriatric Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Glenrose Rehabilitation Hospital; University of Alberta","funders":"","keywords":"Geriatric rehabilitation; Rehabilitation; Medicine; Geriatric care; Unit (ring theory); Quality of life (healthcare); Nursing; Health care; Gerontology; Physical therapy; Psychology","score_opus":0.013465074354057313,"score_gpt":0.2884426090446318,"score_spread":0.2749775346905745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940800069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990253,0.00015047251,0.00023136001,0.003475725,0.0008638389,0.0035609459,0.000007976449,0.00009351312,0.0013632235],"genre_scores_gemma":[0.94290584,0.000009933875,0.0551922,0.000075377204,0.0004095629,0.0003657022,0.000088319684,0.000047744426,0.0009053216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974406,0.00022615728,0.0007950811,0.0007121618,0.0003728108,0.00045318992],"domain_scores_gemma":[0.997427,0.0014402267,0.00020480405,0.00059816113,0.0002343601,0.000095446994],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015315318,0.00024068271,0.0004732457,0.00083978765,0.00005437448,0.00004268657,0.00014172297,0.0002589832,0.000042001473],"category_scores_gemma":[0.0035416873,0.00026166372,0.0001536913,0.0010093607,0.000042952015,0.00050846656,0.000030411305,0.0003113918,0.00002163029],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037827907,0.00034380416,0.93408304,0.001684437,0.0000127292315,0.0000031401096,0.027501084,0.0010407479,0.0034850053,0.0011709421,0.00030170265,0.02999509],"study_design_scores_gemma":[0.0046906094,0.002405534,0.97060156,0.00023572316,0.00003909112,0.0000100633115,0.0068682684,0.011744763,0.000060429047,0.0024843425,0.0005503182,0.00030929485],"about_ca_topic_score_codex":0.00084655883,"about_ca_topic_score_gemma":0.00047831182,"teacher_disagreement_score":0.05496084,"about_ca_system_score_codex":0.00091051223,"about_ca_system_score_gemma":0.00014719226,"threshold_uncertainty_score":0.99998355},"labels":[],"label_agreement":null},{"id":"W2941078636","doi":"10.5123/s1679-49742019000100008","title":"Prevalência e fatores associados à fragilidade em população idosa do Sul do Brasil, 2014*","year":2019,"lang":"pt","type":"article","venue":"Epidemiologia e Serviços de Saúde","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Demography; Sociology","score_opus":0.028933508801675334,"score_gpt":0.319252966675098,"score_spread":0.29031945787342267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941078636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95328414,0.021031573,0.00039224204,0.009732705,0.005263824,0.003158513,0.00057013985,0.0008548129,0.005712058],"genre_scores_gemma":[0.9559642,0.0019882566,0.0026859303,0.012215544,0.0022575061,0.00018582656,0.00051722856,0.00038021535,0.023805268],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9837096,0.0043066596,0.0032759556,0.0030047311,0.0015468816,0.0041562114],"domain_scores_gemma":[0.98618376,0.005564001,0.0018396345,0.004148556,0.0006765468,0.0015874857],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.008917748,0.0019440231,0.0040682256,0.000543605,0.00041283446,0.00023681774,0.0023927083,0.0032690382,0.010084679],"category_scores_gemma":[0.016366586,0.0017902796,0.0013546965,0.0010784953,0.00034055716,0.00059066655,0.0011636639,0.0041508116,0.019637536],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042010943,0.00047815876,0.7874763,0.001585272,0.00093075034,0.00021246591,0.0024539777,0.00038861824,0.0026653672,0.0007046837,0.19563392,0.0070504025],"study_design_scores_gemma":[0.0053709126,0.0015003604,0.96363884,0.0029358675,0.00095063885,0.000237848,0.0034057072,0.0037602785,0.0009803027,0.00212486,0.01306034,0.0020340164],"about_ca_topic_score_codex":0.0016530015,"about_ca_topic_score_gemma":0.0003628231,"teacher_disagreement_score":0.18257357,"about_ca_system_score_codex":0.0019585222,"about_ca_system_score_gemma":0.000868254,"threshold_uncertainty_score":0.99933034},"labels":[],"label_agreement":null},{"id":"W2941388701","doi":"10.1016/j.surg.2019.01.033","title":"Frailty predicts increased costs in emergent general surgery patients: A prospective cohort cost analysis","year":2019,"lang":"en","type":"article","venue":"Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Diabetes Canada; University of Calgary; University of Alberta","funders":"Alberta Health Services","keywords":"Medicine; American society of anesthesiologists; Prospective cohort study; Multivariate analysis; Cohort; Emergency medicine; Cohort study; Confidence interval; Surgery; Internal medicine","score_opus":0.015483476550260647,"score_gpt":0.259592455625944,"score_spread":0.24410897907568338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941388701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937406,0.00015782504,0.00002126642,0.0002711747,0.0010172261,0.0019624426,0.00015130214,0.00014193174,0.0025362193],"genre_scores_gemma":[0.9956014,0.00012505207,0.000060311457,0.00065902877,0.00018668253,0.0002993862,0.0016631474,0.000059364127,0.0013455879],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99631256,0.00022707676,0.0009791858,0.0008089529,0.00093807897,0.00073413074],"domain_scores_gemma":[0.9970993,0.0009656555,0.00027631863,0.0008483556,0.00041567246,0.00039470126],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010124124,0.0003770455,0.0014334656,0.0012497236,0.000049904826,0.000027631999,0.000110874214,0.00021936909,0.0017131467],"category_scores_gemma":[0.0015293066,0.0003563278,0.0006561912,0.0023669733,0.000083734994,0.0002287558,0.0000850375,0.0003711891,0.00032512224],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039723286,0.0007325327,0.97182363,0.00008650363,0.0010884957,0.000096080774,0.000103027014,0.000041150965,0.00008790323,0.0000071345403,0.023129568,0.0024067464],"study_design_scores_gemma":[0.0012166492,0.00005269691,0.99431235,0.00022570121,0.0004936415,0.000005491606,0.00003482461,0.00076703297,0.0004958592,0.000010476266,0.0020330094,0.00035228176],"about_ca_topic_score_codex":0.0027838317,"about_ca_topic_score_gemma":0.0007476278,"teacher_disagreement_score":0.02248871,"about_ca_system_score_codex":0.00083180063,"about_ca_system_score_gemma":0.000438847,"threshold_uncertainty_score":0.9998889},"labels":[],"label_agreement":null},{"id":"W2941686205","doi":"10.1186/s13104-019-4206-3","title":"A proposal for a self-rated frailty index and status for patient-oriented research","year":2019,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Canadian Agency for Drugs and Technologies in Health","funders":"","keywords":"Frailty Index; Medicine; Index (typography); Gerontology; Data science; Computer science; World Wide Web","score_opus":0.15307091734328612,"score_gpt":0.44916713599285124,"score_spread":0.29609621864956515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941686205","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982803,0.00037419554,0.0010342775,0.0025407688,0.00016858162,0.012043847,0.00020717883,0.00014464247,0.0006835512],"genre_scores_gemma":[0.9684044,0.000052906442,0.026841126,0.000060967992,0.00024169762,0.0011255943,0.00021063269,0.00009218272,0.0029704836],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949792,0.00044809896,0.0003903823,0.00079583714,0.0016770284,0.0017094458],"domain_scores_gemma":[0.9893962,0.0058980063,0.000056849378,0.00069324963,0.0034139238,0.0005417515],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0029858656,0.00020964925,0.00039975028,0.0006852201,0.0003582245,0.00011973096,0.0001961,0.00024494727,0.000102651116],"category_scores_gemma":[0.013033189,0.00017179875,0.00009633677,0.0008557016,0.00036302005,0.0001924514,0.00029676588,0.00083057757,0.000112753776],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023520466,0.002717787,0.78883547,0.008990513,0.00052801607,0.000041706557,0.010431257,0.00002353825,0.052679468,0.009759983,0.061788145,0.040683627],"study_design_scores_gemma":[0.06862955,0.05110447,0.22473532,0.0026829243,0.00014469537,0.00010406482,0.010525651,0.11746905,0.09007626,0.025158018,0.40770552,0.0016644853],"about_ca_topic_score_codex":0.00055775134,"about_ca_topic_score_gemma":0.00031194475,"teacher_disagreement_score":0.5641002,"about_ca_system_score_codex":0.00030225844,"about_ca_system_score_gemma":0.002161859,"threshold_uncertainty_score":0.99528044},"labels":[],"label_agreement":null},{"id":"W2942609501","doi":"10.1371/journal.pone.0216166","title":"Instruments for the detection of frailty syndrome in older adults: A systematic review","year":2019,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":346,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Standardization; Gerontology; Scale (ratio); Medicine; Population; Activities of daily living; Construct (python library); Construct validity; Psychology; Physical therapy; Computer science; Psychometrics; Clinical psychology; Environmental health","score_opus":0.09311946669938202,"score_gpt":0.3180564323504614,"score_spread":0.22493696565107935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942609501","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007339047,0.970987,0.000021682094,0.0001144537,0.000119293494,0.028505983,0.000093163304,0.000033837976,0.000051145435],"genre_scores_gemma":[0.00038431553,0.99332947,0.00014805277,0.00014982367,0.00004387759,0.0047003524,0.00010148749,0.0000884397,0.001054206],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9967882,0.00019019633,0.0016596011,0.00042042733,0.0006508314,0.00029074113],"domain_scores_gemma":[0.99682546,0.0006885138,0.0010001264,0.0012203462,0.00019747946,0.000068092726],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00061514083,0.0004160135,0.005031804,0.00021915004,0.000026423848,0.00000922152,0.00035725464,0.00030316596,0.000051045754],"category_scores_gemma":[0.0017650872,0.00025137153,0.0005863728,0.0005137921,0.00004180592,0.00006386891,0.00007100316,0.000491491,0.00016053709],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011502113,0.00059276854,0.0000033606716,0.93113595,0.0011817156,0.0000041719686,0.000039158058,6.5847168e-9,9.575741e-7,0.0000016764944,0.000021652419,0.0670071],"study_design_scores_gemma":[0.0010740209,0.00031253332,0.000020646172,0.9753541,0.019910358,0.00012616478,0.000017460403,0.00003144438,0.00000847945,0.0000022531515,0.002939556,0.00020302126],"about_ca_topic_score_codex":0.000029977347,"about_ca_topic_score_gemma":0.000018634284,"teacher_disagreement_score":0.06680408,"about_ca_system_score_codex":0.0002690704,"about_ca_system_score_gemma":0.00016872952,"threshold_uncertainty_score":0.99999386},"labels":[],"label_agreement":null},{"id":"W2942648838","doi":"10.1017/cem.2019.108","title":"LO65: Frailty and associated outcomes among emergency department patients requiring endotracheal intubation","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Emergency department; Mechanical ventilation; Emergency medicine; Intubation; Confounding; Odds ratio; Logistic regression; Intensive care medicine; Internal medicine; Surgery","score_opus":0.05749953860050904,"score_gpt":0.3250373523206608,"score_spread":0.26753781372015173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942648838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833707,0.00075304235,0.000028004079,0.0027523758,0.008768421,0.0004915013,0.000023442595,0.000013663233,0.0037988373],"genre_scores_gemma":[0.9959113,0.0003840933,0.000049196875,0.00013519077,0.00041661068,0.0000048256256,0.00007682341,0.000038176586,0.0029837566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972483,0.0000815511,0.0013108806,0.00024769915,0.0006057416,0.00050584396],"domain_scores_gemma":[0.99702346,0.000052055944,0.00065224303,0.00026659472,0.00074597815,0.0012596615],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00058612996,0.00026854817,0.000660725,0.00046787856,0.00010683418,0.000004699566,0.00016433213,0.00015327666,0.007847572],"category_scores_gemma":[0.0019689985,0.00021556666,0.00014383686,0.00035219605,0.00008878614,0.00028964478,0.000017399932,0.00046397003,0.00002882469],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026095295,0.0000558235,0.97158164,0.00007377774,0.00022819331,0.000036876383,0.0010209125,0.0000064004234,0.00015826165,0.000026424688,0.023728333,0.0030572442],"study_design_scores_gemma":[0.0031405736,0.0017698769,0.9890169,0.00041650646,0.00024050147,0.000011082709,0.00025901914,0.000073421324,0.00003988316,0.0001854609,0.0046609696,0.00018581463],"about_ca_topic_score_codex":0.004267454,"about_ca_topic_score_gemma":0.020286154,"teacher_disagreement_score":0.019067364,"about_ca_system_score_codex":0.0004045388,"about_ca_system_score_gemma":0.0003546931,"threshold_uncertainty_score":0.9975911},"labels":[],"label_agreement":null},{"id":"W2942685900","doi":"10.1017/cem.2019.238","title":"P047: Understanding the expert approach to managing frailty in the emergency department","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Emergency department; Medicine; Thematic analysis; Situational ethics; Population; Institutionalisation; Vulnerability (computing); Gerontology; Qualitative research; Family medicine; Nursing; Psychology; Psychiatry","score_opus":0.1607076738721372,"score_gpt":0.3513557298103524,"score_spread":0.1906480559382152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942685900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46758717,0.013846358,0.006174836,0.2517361,0.026280893,0.0033193517,0.000016358212,0.000029706196,0.23100922],"genre_scores_gemma":[0.993364,0.00058561156,0.00013386468,0.0024833775,0.0013169156,0.00001852174,0.000009372674,0.000034082663,0.0020542995],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99725646,0.00014966806,0.0010264099,0.00024413643,0.0007155274,0.0006077801],"domain_scores_gemma":[0.9981966,0.00007560612,0.00024682662,0.0005900777,0.00017085859,0.0007200098],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015419668,0.00024727124,0.00046613644,0.00050086423,0.0001660874,0.00000789418,0.0006447876,0.000076628516,0.0038897453],"category_scores_gemma":[0.00046641007,0.00013288754,0.00016023454,0.0009927704,0.00007794179,0.00011715192,0.000020465624,0.0006048559,0.000046893416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013286689,0.00012543888,0.16478159,0.00015149539,0.00029350107,0.00029614934,0.049259778,0.00027775805,0.00033694456,0.0048656203,0.7764563,0.00302255],"study_design_scores_gemma":[0.0059198774,0.002614586,0.26238322,0.0021275876,0.00046125439,0.000797952,0.13819203,0.0008731762,0.000039908784,0.005263462,0.58046013,0.00086682534],"about_ca_topic_score_codex":0.0046185013,"about_ca_topic_score_gemma":0.011801079,"teacher_disagreement_score":0.5257768,"about_ca_system_score_codex":0.0005618542,"about_ca_system_score_gemma":0.00044197353,"threshold_uncertainty_score":0.99702084},"labels":[],"label_agreement":null},{"id":"W2943021176","doi":"","title":"","year":2019,"lang":"fr","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia Hospital; Ontario Forest Research Institute; Ministry of Energy, Northern Development and Mines","funders":"","keywords":"Humanities; Philosophy","score_opus":0.021779359818933596,"score_gpt":0.23512563519687205,"score_spread":0.21334627537793846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943021176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7555197,0.050457418,0.00005285349,0.13272189,0.031417277,0.008978509,0.00005798078,0.0002590289,0.020535355],"genre_scores_gemma":[0.70749825,0.00078881223,0.00023482465,0.005243085,0.0034344594,0.003402099,0.000031316496,0.00010613224,0.27926102],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9922988,0.00031617246,0.0010245745,0.0012251349,0.0011726451,0.003962664],"domain_scores_gemma":[0.99486625,0.00078648404,0.00026796217,0.001891444,0.00029158022,0.0018963002],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016783267,0.0006792848,0.0011386434,0.00028339663,0.00009324678,0.00012587885,0.0005739891,0.00062982854,0.0008957415],"category_scores_gemma":[0.0017928374,0.000722263,0.00043010025,0.0008977427,0.00043194945,0.00091796677,0.00031216812,0.0011364943,0.003266838],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003763448,0.00062853686,0.3804328,0.0014583668,0.00040154107,0.0003406456,0.00097580726,0.000087508844,0.00011451422,0.0015968389,0.007527626,0.60605943],"study_design_scores_gemma":[0.01019468,0.00027671337,0.79113966,0.0005921148,0.00043081387,0.0005534628,0.00068319275,0.00036231248,0.0020776282,0.0003365986,0.19276537,0.0005874371],"about_ca_topic_score_codex":0.00094153575,"about_ca_topic_score_gemma":0.00013147564,"teacher_disagreement_score":0.605472,"about_ca_system_score_codex":0.0011254315,"about_ca_system_score_gemma":0.0001932029,"threshold_uncertainty_score":0.99952286},"labels":[],"label_agreement":null},{"id":"W2943513392","doi":"10.1111/jgs.15928","title":"Moving Frailty Toward Clinical Practice: NIA Intramural Frailty Science Symposium Summary","year":2019,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":179,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; McGill University","funders":"National Center for Advancing Translational Sciences; National Institute on Aging; National Institutes of Health","keywords":"Medicine; Subspecialty; Gerontology; Geriatrics; Intervention (counseling); MEDLINE; Randomized controlled trial; Clinical trial; Successful aging; Family medicine; Nursing; Psychiatry; Pathology","score_opus":0.029802423659577148,"score_gpt":0.35863808839175526,"score_spread":0.3288356647321781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943513392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9623813,0.00039810763,0.00045635918,0.030475367,0.0037081132,0.00042581063,0.000011404702,0.00004269242,0.0021008546],"genre_scores_gemma":[0.9369552,0.0018381691,0.04800943,0.0100849,0.0020122612,0.000002313082,0.000001555631,0.00005533761,0.001040831],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9951998,0.00027026847,0.0013829469,0.00044582432,0.0020328213,0.0006683302],"domain_scores_gemma":[0.9932081,0.0010813915,0.0028930001,0.0009499044,0.0013697856,0.00049782713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041425126,0.0003030834,0.0009717266,0.00012129523,0.00025153355,0.00014571678,0.0012638371,0.00014671238,0.000059118567],"category_scores_gemma":[0.003515121,0.00020350414,0.0012684572,0.002029485,0.0015124532,0.00080054055,0.0005686418,0.0020440326,0.000048622005],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020847882,0.0020114607,0.5323042,0.0003942452,0.0016868539,0.00016936798,0.010977227,0.00049731345,0.10929673,0.00017113055,0.28627673,0.05412991],"study_design_scores_gemma":[0.009864522,0.006346518,0.75003135,0.0007133785,0.0023446383,0.0047685313,0.02130649,0.005104578,0.0035294418,0.00041290483,0.1941668,0.0014108567],"about_ca_topic_score_codex":0.00009849695,"about_ca_topic_score_gemma":9.1187104e-7,"teacher_disagreement_score":0.2177271,"about_ca_system_score_codex":0.00072916655,"about_ca_system_score_gemma":0.0023103312,"threshold_uncertainty_score":0.8880418},"labels":[],"label_agreement":null},{"id":"W2943565697","doi":"10.1503/cmaj.181173","title":"Combining volunteers and primary care teamwork to support health goals and needs of older adults: a pragmatic randomized controlled trial","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Randomized controlled trial; Medicine; Teamwork; Odds ratio; Empowerment; Quality of life (healthcare); Health care; Intervention (counseling); Confidence interval; Gerontology; Nursing; Family medicine; Physical therapy","score_opus":0.0034874798906118364,"score_gpt":0.24066773924031165,"score_spread":0.2371802593496998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943565697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9502283,0.0012657526,0.000053561973,0.039914403,0.0010600316,0.0049740374,0.00002874989,0.000017838913,0.0024573272],"genre_scores_gemma":[0.98141396,0.00023568483,0.0003115682,0.016009096,0.00049049436,0.000071654125,0.000041327672,0.000027351984,0.0013988649],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9963912,0.00053819263,0.001202765,0.00015692748,0.001235915,0.0004750333],"domain_scores_gemma":[0.99546826,0.001097263,0.00058307324,0.0001244543,0.00048431958,0.002242625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044381735,0.00017716592,0.0018843903,0.00043064685,0.00011040084,0.000048534275,0.00009680362,0.00028213242,0.00078368513],"category_scores_gemma":[0.006440538,0.00014054743,0.00018860283,0.0002327239,0.00006796393,0.00008575304,0.00002135332,0.00068565167,0.000018799255],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.63989145,0.0002570211,0.094603576,0.0019577013,0.0024718312,0.0001768394,0.09683672,0.000006071494,0.000016824515,0.00025319651,0.09125894,0.07226982],"study_design_scores_gemma":[0.98119193,0.0008716085,0.0046410835,0.0020873537,0.00017048931,0.00020257427,0.0077119744,0.00015412855,0.0000011636017,0.0000138335,0.0028137544,0.00014009819],"about_ca_topic_score_codex":0.0017604007,"about_ca_topic_score_gemma":0.0032374165,"teacher_disagreement_score":0.3413005,"about_ca_system_score_codex":0.0009863651,"about_ca_system_score_gemma":0.0048666103,"threshold_uncertainty_score":0.86331576},"labels":[],"label_agreement":null},{"id":"W2943922412","doi":"10.1136/bmjopen-2018-024485","title":"Clinical and Cost-effectiveness of a Comprehensive geriatric assessment and management for Canadian elders with Cancer—the 5C study: a study protocol for a randomised controlled phase III trial","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St Mary's Hospital Centre; Ontario Tech University; Sinai Health System; Princess Margaret Cancer Centre; Mount Sinai Hospital; Lakeridge Health; Université de Montréal; Royal Columbian Hospital; Health Sciences Centre; University Health Network; Ottawa Hospital; Sunnybrook Health Science Centre; Jewish General Hospital; Toronto General Hospital; Regional Municipality of Durham; University of Toronto","funders":"","keywords":"Medicine; Geriatric oncology; Quality of life (healthcare); Randomized controlled trial; Clinical trial; Geriatrics; Cost effectiveness; Intervention (counseling); Cancer; Protocol (science); Physical therapy; Family medicine; Internal medicine; Alternative medicine; Nursing; Psychiatry","score_opus":0.14075526957648343,"score_gpt":0.5311664957268862,"score_spread":0.3904112261504028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943922412","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3119267,0.0000034657087,0.00015890143,0.00027484825,0.000087165514,0.687293,0.000029323817,0.000005464026,0.0002211556],"genre_scores_gemma":[0.31259215,0.0000011031965,0.00030585992,0.00011205559,0.000052754756,0.68666667,0.000006274396,0.000019579993,0.00024355407],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99762505,0.0006634348,0.00070206705,0.00047667985,0.00027016757,0.00026261862],"domain_scores_gemma":[0.9967216,0.0019936876,0.00035446603,0.00043729498,0.00029686946,0.00019605973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034857222,0.0002184016,0.0014871334,0.00010536053,0.00012817554,0.00007915143,0.00020223552,0.000050399594,0.000022746552],"category_scores_gemma":[0.000119348515,0.00012935497,0.00009925987,0.0001299692,0.0000840574,0.00007162378,0.000121097284,0.00010626869,2.74705e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9665179,0.002603917,0.019801065,0.0010524793,0.0024658134,0.00002103607,0.0005156607,0.000013872107,0.000008869394,0.000019179311,0.00065308163,0.006327083],"study_design_scores_gemma":[0.9292715,0.030194191,0.03200084,0.00042785812,0.0012573826,0.000004207651,0.0040554437,0.00083636167,0.0000035775508,0.0000095309615,0.0017776982,0.00016136431],"about_ca_topic_score_codex":0.015684793,"about_ca_topic_score_gemma":0.033557437,"teacher_disagreement_score":0.0372464,"about_ca_system_score_codex":0.00011799365,"about_ca_system_score_gemma":0.0009370544,"threshold_uncertainty_score":0.9908698},"labels":[],"label_agreement":null},{"id":"W2943940810","doi":"10.1113/ep087579","title":"Frailty phenotype and frailty index are associated with distinct neuromuscular electrophysiological characteristics in men","year":2019,"lang":"en","type":"article","venue":"Experimental Physiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Medical Research Council","keywords":"Compound muscle action potential; Sarcopenia; Electromyography; Motor unit; Medicine; Physical medicine and rehabilitation; Electrophysiology; Body mass index; Confidence interval; Internal medicine; Cardiology; Anatomy","score_opus":0.01600093854987848,"score_gpt":0.265448717575833,"score_spread":0.24944777902595452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943940810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979189,0.00016452382,0.0000039922506,0.0001719466,0.00010742064,0.0006056387,0.000022125743,0.00008436692,0.0009211068],"genre_scores_gemma":[0.9985683,0.00001234404,0.000044796005,0.00062724977,0.00010326308,0.00005221127,0.0002480873,0.00004315617,0.0003006241],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99822,0.00014422803,0.00030110814,0.0006333628,0.00021137676,0.0004899226],"domain_scores_gemma":[0.9991622,0.00011065666,0.00016852001,0.00037016548,0.00004926722,0.00013921518],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006079392,0.00032315022,0.0007527149,0.00007207024,0.000053151845,0.000012859961,0.00013075327,0.00021898461,0.00037703736],"category_scores_gemma":[0.00011233244,0.00024799173,0.000064190994,0.00018823244,0.00023866791,0.00008288496,0.00014340032,0.00048055284,0.00007332261],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015572698,0.0007545366,0.078861274,0.000034127683,0.00009582661,0.000078225436,0.0002380806,0.0000033898698,0.91790533,0.000062020474,0.00018083553,0.00022906973],"study_design_scores_gemma":[0.0035112547,0.0025936442,0.98512733,0.00009785387,0.000018418754,0.000018509156,0.00020384167,0.0006196913,0.007256666,0.00009514189,0.00017933095,0.00027832997],"about_ca_topic_score_codex":0.00006980752,"about_ca_topic_score_gemma":0.000011650436,"teacher_disagreement_score":0.9106487,"about_ca_system_score_codex":0.00015170444,"about_ca_system_score_gemma":0.000044011224,"threshold_uncertainty_score":0.99999726},"labels":[],"label_agreement":null},{"id":"W2944240227","doi":"10.1177/2151459319835109","title":"The Impact of Frailty on Short-Term Outcomes After Elective Hip and Knee Arthroplasty in Older Adults: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Geriatric Orthopaedic Surgery & Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Weill Cornell Medical College; Hospital for Special Surgery","keywords":"Medicine; Arthroplasty; Geriatric trauma; Hip arthroplasty; Physical therapy; Physical medicine and rehabilitation; Surgery; Emergency medicine; Injury Severity Score; Poison control; Injury prevention","score_opus":0.02254994617877005,"score_gpt":0.3270175155653254,"score_spread":0.30446756938655534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944240227","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033355642,0.9522352,0.0000034961197,0.00013100293,0.0006409882,0.01344357,0.00010167359,0.000057204197,0.000031184096],"genre_scores_gemma":[0.016585976,0.979566,0.000038602015,0.00005652552,0.000119606215,0.0031524478,0.0001742188,0.00012811221,0.00017853311],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9920601,0.0017587794,0.0035153963,0.0010246759,0.00097786,0.0006631812],"domain_scores_gemma":[0.975006,0.021414762,0.0014317781,0.0015128122,0.00042018158,0.00021449068],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033869452,0.0009954144,0.006636661,0.0010560958,0.000078194236,0.000037816844,0.00014124608,0.0005060309,0.00008122547],"category_scores_gemma":[0.013035735,0.0005634094,0.003081681,0.0017100597,0.00024965763,0.00018781547,0.00008396825,0.00082979276,0.000059724014],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016851121,0.0002271697,0.044558257,0.65804,0.00045031577,0.000021965197,0.00029525542,2.7034108e-7,2.7709644e-8,0.0000013980322,0.00042195394,0.29581487],"study_design_scores_gemma":[0.0008438765,0.0010198269,0.19037111,0.80194837,0.003537111,0.00013352587,0.00011838063,0.0000063056377,3.2597335e-8,0.000008835709,0.0014398843,0.0005727683],"about_ca_topic_score_codex":0.00007286597,"about_ca_topic_score_gemma":0.000034269502,"teacher_disagreement_score":0.2952421,"about_ca_system_score_codex":0.0007904539,"about_ca_system_score_gemma":0.0011265173,"threshold_uncertainty_score":0.9996817},"labels":[],"label_agreement":null},{"id":"W2944545833","doi":"10.1111/ajag.12669","title":"Saturday allied health services for geriatric evaluation and management: A controlled before‐and‐after trial","year":2019,"lang":"en","type":"article","venue":"Australasian Journal on Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Eastern Health","keywords":"Staffing; Medicine; Randomized controlled trial; Intervention (counseling); Physical therapy; Health services; Significant difference; Nursing; Emergency medicine; Surgery; Environmental health; Internal medicine","score_opus":0.014545431314264844,"score_gpt":0.30986804714752725,"score_spread":0.2953226158332624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944545833","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98525244,0.0002900049,0.000068314715,0.00824836,0.0006639913,0.0046555,0.000004301857,0.000024679068,0.0007923847],"genre_scores_gemma":[0.9949878,0.00019156649,0.0015349097,0.0010912943,0.0005534245,0.00009975744,0.00001302306,0.000028669527,0.0014995616],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9983158,0.00011767409,0.00050695805,0.00027093466,0.00043808587,0.00035052717],"domain_scores_gemma":[0.9990884,0.00007237484,0.00032270406,0.00016618334,0.000090617184,0.00025973137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001231856,0.00019289117,0.000506269,0.000259048,0.00011872118,0.00012892086,0.00006473011,0.000084497515,0.00012244073],"category_scores_gemma":[0.000036595215,0.00014864054,0.0001258144,0.00010560413,0.000016139787,0.00017631738,0.00001991086,0.0002836969,0.00001640108],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.24118903,0.0005734359,0.015291372,0.005315804,0.002270302,0.00062577473,0.009614374,0.00013292117,0.0003204341,0.000998844,0.0012682084,0.7223995],"study_design_scores_gemma":[0.57074296,0.008760865,0.40359744,0.0028218844,0.0010432833,0.00056898367,0.0011506345,0.0029094222,0.000022325143,0.0012621798,0.0067624403,0.00035758218],"about_ca_topic_score_codex":0.0000043477744,"about_ca_topic_score_gemma":0.00002933774,"teacher_disagreement_score":0.7220419,"about_ca_system_score_codex":0.0001249299,"about_ca_system_score_gemma":0.00006293044,"threshold_uncertainty_score":0.6061385},"labels":[],"label_agreement":null},{"id":"W2944823603","doi":"10.1177/2333721419848153","title":"Identification of Frailty in Primary Care: Feasibility and Acceptability of Recommended Case Finding Tools Within a Primary Care Integrated Seniors’ Program","year":2019,"lang":"en","type":"article","venue":"Gerontology and Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Test (biology); Autonomy; Focus group; Primary care; Health care; Population; Medical emergency; Family medicine; Gerontology; Nursing","score_opus":0.047040062598775655,"score_gpt":0.3323203474808688,"score_spread":0.28528028488209317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2944823603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99028915,0.005413036,0.00004449222,0.00042343655,0.0003752085,0.0024807898,0.00005652876,0.000046672296,0.0008706916],"genre_scores_gemma":[0.9971309,0.00017256198,0.0020171476,0.00009417901,0.00004860137,0.000059612263,0.00038299453,0.000014998996,0.00007900374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99734575,0.00030331433,0.0012147973,0.0006185392,0.00023718436,0.00028044012],"domain_scores_gemma":[0.9979751,0.00043212407,0.00051965367,0.0006082508,0.00032662955,0.00013824775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009980978,0.00025686718,0.0011274603,0.0002707938,0.000045235334,0.00000604113,0.00010127353,0.00034794668,0.00014128891],"category_scores_gemma":[0.00070345745,0.00020525679,0.000057820846,0.00045450564,0.00042270246,0.00015851136,0.00009080787,0.000429982,0.000001069816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014084212,0.00028596167,0.69993323,0.0074696075,0.00007623437,0.00012329403,0.027767189,0.0000013655238,0.006175926,0.000020763613,0.00007670875,0.2566613],"study_design_scores_gemma":[0.008060332,0.0016034414,0.9710115,0.00029866837,0.000247344,0.0008393274,0.016244205,0.00006604929,0.0012921975,0.00006666377,0.00008468771,0.0001855699],"about_ca_topic_score_codex":0.00065697596,"about_ca_topic_score_gemma":0.0006669257,"teacher_disagreement_score":0.2710783,"about_ca_system_score_codex":0.00034809936,"about_ca_system_score_gemma":0.00027181124,"threshold_uncertainty_score":0.8370129},"labels":[],"label_agreement":null},{"id":"W2945244710","doi":"10.1093/ofid/ofz199","title":"The Interplay Between Age and Frailty in People Living With HIV: Results From an 11-Year Follow-up Observational Study","year":2019,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Observational study; Human immunodeficiency virus (HIV); Gerontology; Cohort; Demography; Cohort study; Pediatrics; Internal medicine; Family medicine","score_opus":0.03002015454600869,"score_gpt":0.3222332766334896,"score_spread":0.2922131220874809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945244710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933298,0.00003500771,0.000011442032,0.001167969,0.00017141408,0.0020240266,0.00035076105,0.000072061724,0.002837494],"genre_scores_gemma":[0.99668354,0.000008098296,0.000047211535,0.00034213488,0.00008658066,0.00012319714,0.00040868158,0.00004275237,0.0022578144],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982108,0.00015887892,0.00037657827,0.00054591644,0.000363122,0.00034470708],"domain_scores_gemma":[0.99780273,0.0010767747,0.00013871797,0.0006708373,0.00009326011,0.0002176875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027522887,0.00023399142,0.00041719078,0.00007840493,0.00023220413,0.0003413374,0.00032543638,0.0000631461,0.00010585871],"category_scores_gemma":[0.000635518,0.00016273904,0.000050335566,0.0002619448,0.00007158904,0.00059353485,0.00041645375,0.00021388127,0.00005564667],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005400616,0.00048590938,0.99402463,0.000013099315,0.0001329096,0.000024150377,0.0019178826,0.000014669569,0.000006637605,0.000063636006,0.0016407515,0.0011356474],"study_design_scores_gemma":[0.009246695,0.0012521725,0.9832394,0.00033008066,0.00013656118,0.0000050488743,0.004332176,0.00009307949,0.000004693005,0.0002464391,0.00089609216,0.00021754758],"about_ca_topic_score_codex":0.00789006,"about_ca_topic_score_gemma":0.06685885,"teacher_disagreement_score":0.058968786,"about_ca_system_score_codex":0.00011369424,"about_ca_system_score_gemma":0.0001728951,"threshold_uncertainty_score":0.9987165},"labels":[],"label_agreement":null},{"id":"W2945536216","doi":"10.1186/s12877-019-1119-x","title":"A cross-sectional study examining convergent validity of a frailty index based on electronic medical records in a Canadian primary care program","year":2019,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Alberta","funders":"","keywords":"Medicine; Context (archaeology); Primary care; Convergent validity; Medical record; Gerontology; Cross-sectional study; Index (typography); Geriatrics; Family medicine; Psychometrics; Internal medicine; Clinical psychology; Psychiatry","score_opus":0.042716594715925954,"score_gpt":0.32285069160306556,"score_spread":0.28013409688713964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945536216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995076,0.00006915141,0.00004654073,0.00005010394,0.00070219336,0.002439806,0.00003694683,0.00006713378,0.0015121058],"genre_scores_gemma":[0.9985982,0.000007320569,0.00036339418,0.0002346093,0.00017758402,0.00017085277,0.00017965041,0.000038173184,0.00023021593],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967204,0.00019079012,0.0006330904,0.00053419825,0.001217773,0.0007037527],"domain_scores_gemma":[0.99828947,0.00029779066,0.00015776214,0.00052671245,0.00025722297,0.0004710263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011299615,0.00023174225,0.00046988792,0.0005289397,0.00004712719,0.00002551459,0.00022924901,0.0003275638,0.000887126],"category_scores_gemma":[0.0008586331,0.00022838698,0.00010968236,0.00077757466,0.000054723045,0.000054176697,0.000052869913,0.0006799163,0.000037435806],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039433016,0.00081620994,0.99571824,0.00044752582,0.000023215887,0.000046989546,0.00036591094,0.00017101936,0.000008687347,0.0000054946813,0.000083205654,0.0019191985],"study_design_scores_gemma":[0.006450604,0.0034812188,0.9841021,0.00009301228,0.000028857075,0.000014443939,0.00021713457,0.003959516,0.000020570678,0.000004544426,0.0014325391,0.00019547589],"about_ca_topic_score_codex":0.07954272,"about_ca_topic_score_gemma":0.32906654,"teacher_disagreement_score":0.24952383,"about_ca_system_score_codex":0.0020118565,"about_ca_system_score_gemma":0.008863545,"threshold_uncertainty_score":0.9967553},"labels":[],"label_agreement":null},{"id":"W2945872192","doi":"10.1093/geront/gnz064","title":"Natural Regression of Frailty Among Community-Dwelling Older Adults: A Systematic Review and Meta-Analysis","year":2019,"lang":"en","type":"review","venue":"The Gerontologist","topic":"Frailty in Older Adults","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Genetics","funders":"","keywords":"Medicine; PsycINFO; CINAHL; Meta-analysis; Confidence interval; Gerontology; MEDLINE; Demography; Meta-regression; Population; Systematic review; Psychological intervention; Internal medicine; Psychiatry; Environmental health","score_opus":0.1736495088297059,"score_gpt":0.39968077360113674,"score_spread":0.22603126477143085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945872192","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015837903,0.9921701,0.00003794043,0.00037756484,0.00008702715,0.006820163,0.000098095974,0.00006560445,0.00032765474],"genre_scores_gemma":[0.0010791644,0.9929416,0.00018111573,0.00036794247,0.000022963408,0.0004396628,0.00030120224,0.000058205715,0.004608137],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.993125,0.0032608605,0.0021205223,0.0005182593,0.0005845322,0.00039078138],"domain_scores_gemma":[0.9913122,0.0022982503,0.0025181843,0.0034759927,0.0002770246,0.00011835016],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0025725586,0.00086542655,0.016970335,0.00025055214,0.00019596462,0.000033497916,0.0009857013,0.00044102332,0.00020551016],"category_scores_gemma":[0.001481593,0.00036299558,0.003961059,0.0007704972,0.00060583244,0.00008786626,0.00035029266,0.0019907858,0.00004231156],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000834532,0.00006256194,0.0000042655665,0.9038823,0.0925512,0.000009092184,0.00034116648,2.1782589e-7,1.8162426e-8,0.000008638261,0.0004861366,0.002646027],"study_design_scores_gemma":[0.00019463272,0.000057261175,0.000018537725,0.28037232,0.7167186,0.00011330121,0.00018860729,0.000017015409,2.2519637e-7,0.000002836507,0.0020671757,0.00024948703],"about_ca_topic_score_codex":0.000985822,"about_ca_topic_score_gemma":0.00049701735,"teacher_disagreement_score":0.6241674,"about_ca_system_score_codex":0.00012194793,"about_ca_system_score_gemma":0.00009290122,"threshold_uncertainty_score":0.9998822},"labels":[],"label_agreement":null},{"id":"W2945873847","doi":"10.1111/jgs.15972","title":"Frailty Is Related to Subjective Cognitive Decline in Older Women without Dementia","year":2019,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Center for Advancing Translational Sciences; National Institute of Neurological Disorders and Stroke; National Institute on Aging; National Institutes of Health","keywords":"Medicine; Montreal Cognitive Assessment; Dementia; Gerontology; Cognition; Cognitive decline; Grip strength; Odds ratio; Mood; Body mass index; Physical therapy; Stroke (engine); Physical medicine and rehabilitation; Internal medicine; Disease; Psychiatry","score_opus":0.009326928756654931,"score_gpt":0.29192375713441904,"score_spread":0.2825968283777641,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945873847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899163,0.0001805677,0.00022486354,0.008244315,0.00045265222,0.00063362287,0.000017177266,0.000014890975,0.00031556067],"genre_scores_gemma":[0.983988,0.00020708618,0.0024735264,0.011939411,0.00013909402,0.0000084223775,0.0000014145978,0.00004177777,0.0012012584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977038,0.00013404578,0.00071863935,0.0002628463,0.0007341728,0.00044651353],"domain_scores_gemma":[0.99755603,0.00027729417,0.001046843,0.00033213478,0.00054232887,0.00024537632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000910406,0.00022093547,0.0007335803,0.00013598992,0.000058921985,0.000027198817,0.00033728703,0.00009042828,0.0002422776],"category_scores_gemma":[0.000479832,0.00015613485,0.00047751004,0.0017411022,0.00015611165,0.00013097782,0.00022568746,0.00082295726,0.00006271264],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005689066,0.00030269308,0.9682083,0.0000405153,0.0007273978,0.000012831817,0.01936489,0.00006978763,0.0027033852,0.0000024746637,0.005342182,0.0026566251],"study_design_scores_gemma":[0.005018656,0.001045367,0.98176086,0.00020881965,0.00025133113,0.00010974369,0.008293049,0.00017922436,0.000841735,0.0001852381,0.0018945851,0.00021137267],"about_ca_topic_score_codex":0.00013141018,"about_ca_topic_score_gemma":0.0000072525095,"teacher_disagreement_score":0.013552566,"about_ca_system_score_codex":0.0006825858,"about_ca_system_score_gemma":0.0004280225,"threshold_uncertainty_score":0.6366994},"labels":[],"label_agreement":null},{"id":"W2945939604","doi":"10.1016/j.exger.2019.05.010","title":"Geospatial modelling of the prevalence and changing distribution of frailty in Australia – 2011 to 2027","year":2019,"lang":"en","type":"article","venue":"Experimental Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Health and Medical Research Council; Hospital Research Foundation","keywords":"Metropolitan area; Geospatial analysis; Psychological intervention; Population; Geography; Population health; Distribution (mathematics); Environmental health; Gerontology; Population ageing; Population growth; Medicine; Cartography","score_opus":0.06376060871277253,"score_gpt":0.3294128321580645,"score_spread":0.26565222344529194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945939604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99785066,0.0004764834,0.0005092842,0.00021073103,0.00024827485,0.0004952022,0.000023980449,0.000005598238,0.00017979901],"genre_scores_gemma":[0.9977007,0.000006141467,0.00035556938,0.000032620315,0.000021185604,0.00001609057,0.000009029905,0.000005877243,0.0018527972],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992357,0.000035410412,0.00022568654,0.00018584535,0.00012524912,0.00019210465],"domain_scores_gemma":[0.99962276,0.00002386948,0.000072999566,0.00021402999,0.000024179257,0.00004214275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008614282,0.00008788838,0.00022924783,0.00004291488,0.000012948462,0.0000013945925,0.00008475399,0.000075097094,0.00034488903],"category_scores_gemma":[0.000013869595,0.00007137579,0.00003481435,0.00007067061,0.00007883407,0.00004340235,0.00009644578,0.00008686276,0.000013451123],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010246088,0.00068998267,0.57821137,0.0008628771,0.000073064584,0.000010969029,0.023143608,0.0014878537,0.3907008,0.0019294056,0.00074170413,0.0011237394],"study_design_scores_gemma":[0.0027039489,0.0010308976,0.37328297,0.00046440965,0.000032973185,0.0000536298,0.0013121484,0.0068267058,0.6138601,0.00007142222,0.00016688627,0.00019394438],"about_ca_topic_score_codex":0.0008414849,"about_ca_topic_score_gemma":0.000057201058,"teacher_disagreement_score":0.22315925,"about_ca_system_score_codex":0.00006590657,"about_ca_system_score_gemma":0.000016343129,"threshold_uncertainty_score":0.3776293},"labels":[],"label_agreement":null},{"id":"W2946100050","doi":"10.1097/ccm.0000000000003831","title":"Frailty and Associated Outcomes and Resource Utilization Among Older ICU Patients With Suspected Infection","year":2019,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bruyère; University of Alberta; McMaster University; University of Calgary; Impact; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Odds ratio; Sepsis; Emergency medicine; Odds; Severity of illness; Intensive care medicine; Intensive care unit; Psychological intervention; Internal medicine; Logistic regression","score_opus":0.018096692464506743,"score_gpt":0.2975676495867282,"score_spread":0.2794709571222215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946100050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934344,0.00026817582,0.00010164683,0.0024812443,0.00016695414,0.0006512044,0.000011470094,0.00013487066,0.0027500142],"genre_scores_gemma":[0.9982947,0.000011456471,0.000045004173,0.00078134396,0.0000696569,0.0000110406745,0.0003024745,0.00003298598,0.00045131575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985461,0.00007112291,0.0002539858,0.00037071135,0.000492431,0.00026562225],"domain_scores_gemma":[0.99853337,0.00037039028,0.000047446545,0.00023246829,0.0005579429,0.00025839938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011273253,0.00020519515,0.0004384102,0.00012775634,0.00007785538,0.000017169097,0.000030606832,0.00016577134,0.00024772526],"category_scores_gemma":[0.0026072692,0.00014077329,0.000022380433,0.00024195036,0.0004458407,0.00011982915,0.000040812505,0.00027705522,0.0000065982867],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006267637,0.00007750962,0.9952374,0.0003144531,0.000034715013,0.000010878455,0.001048648,2.4047768e-7,0.000031535095,0.00011771529,0.0005724442,0.0024917983],"study_design_scores_gemma":[0.006546202,0.0013080289,0.98926806,0.00080554845,0.00025431713,0.000008558773,0.00092645903,0.00009237677,0.000051478633,0.000033522185,0.0005529608,0.00015251103],"about_ca_topic_score_codex":0.00016739039,"about_ca_topic_score_gemma":0.00013826162,"teacher_disagreement_score":0.006483526,"about_ca_system_score_codex":0.00009666991,"about_ca_system_score_gemma":0.000023547816,"threshold_uncertainty_score":0.5740568},"labels":[],"label_agreement":null},{"id":"W2946509117","doi":"10.1186/s40798-019-0191-2","title":"Prehabilitation and acute postoperative physical activity in patients undergoing radical prostatectomy: a secondary analysis from an RCT","year":2019,"lang":"en","type":"article","venue":"Sports Medicine - Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; University of Toronto; McGill University; University Health Network","funders":"Prostate Cancer Canada; Movember Foundation","keywords":"Prehabilitation; Medicine; Randomized controlled trial; Prostatectomy; Physical activity; Physical therapy; Convalescence; Anesthesia; Surgery; Internal medicine; Prostate cancer","score_opus":0.008956512896959378,"score_gpt":0.3082636804782611,"score_spread":0.2993071675813017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946509117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99240744,0.000027314714,0.000022236947,0.0032436298,0.00012138868,0.002586895,0.000047701007,0.000034867964,0.0015085299],"genre_scores_gemma":[0.997573,0.00001328671,0.0005229674,0.0006025861,0.00007394687,0.000048647526,0.00069454825,0.000028813634,0.0004422026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795294,0.00013768014,0.00033434763,0.0007450972,0.00055224844,0.00027768427],"domain_scores_gemma":[0.99867743,0.00025020988,0.00015444367,0.00053490535,0.00012138882,0.00026160254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035840503,0.00025746215,0.0009455103,0.00028838433,0.000051295683,0.00003373301,0.00016754867,0.000099990815,0.000630333],"category_scores_gemma":[0.00019529143,0.00019684709,0.000062656734,0.00061653863,0.0002008009,0.000776563,0.0001575875,0.0004195674,0.000011225307],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019456439,0.0008662951,0.95149684,0.000069756265,0.0004793521,0.00006672582,0.010727016,0.000013624516,0.0008657069,0.00003015566,0.00017974859,0.033259124],"study_design_scores_gemma":[0.0104487315,0.0025586355,0.98259795,0.00044432102,0.0006694582,0.0000034521252,0.00082617474,0.0014861039,0.00035864543,0.0002974941,0.00010708473,0.00020194736],"about_ca_topic_score_codex":0.0019103893,"about_ca_topic_score_gemma":0.00045679463,"teacher_disagreement_score":0.033057176,"about_ca_system_score_codex":0.00018040561,"about_ca_system_score_gemma":0.00025847933,"threshold_uncertainty_score":0.8027191},"labels":[],"label_agreement":null},{"id":"W2946740003","doi":"10.1097/mlr.0000000000001139","title":"The Incremental Health Care Costs of Frailty Among Home Care Recipients With and Without Dementia in Ontario, Canada","year":2019,"lang":"en","type":"article","venue":"Medical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trillium Health Centre; Queen's University; University of Calgary; Providence Health Care; University of Toronto; University of Waterloo","funders":"","keywords":"Dementia; Gerontology; Health care; Medicine; MEDLINE; Older people; Political science","score_opus":0.007951039172588869,"score_gpt":0.2506009937081893,"score_spread":0.2426499545356004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2946740003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991553,0.0046393666,0.0000014415771,0.00077623944,0.00035165454,0.0009055046,0.000048593196,0.000014310741,0.0017098973],"genre_scores_gemma":[0.9986686,0.000037050453,0.00007026829,0.000716464,0.000033856228,0.000026887923,0.00025988446,0.000024793086,0.0001621727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997379,0.000083695246,0.0003795402,0.00034171503,0.001400729,0.00041529618],"domain_scores_gemma":[0.9987765,0.00006562738,0.000120916564,0.00038996423,0.00021965538,0.0004273432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015147805,0.00019614509,0.00043394457,0.000051810424,0.00009575001,0.000012167786,0.00019311125,0.00011280435,0.00025972782],"category_scores_gemma":[0.00008357322,0.00012945602,0.000031625805,0.00013548361,0.00019093315,0.00004802082,0.00012584857,0.0005582693,0.000001806605],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016084075,0.000015275204,0.9769174,0.0003059792,0.000056233068,0.000036095782,0.012958257,0.0000011341842,0.0000038706917,0.000004917168,0.001125399,0.008414621],"study_design_scores_gemma":[0.0042513483,0.0006670213,0.95618236,0.0014046394,0.00004316266,0.000018715516,0.033310264,0.000008498435,0.00008678307,5.553871e-7,0.0038874396,0.00013918924],"about_ca_topic_score_codex":0.9715679,"about_ca_topic_score_gemma":0.9995984,"teacher_disagreement_score":0.028030429,"about_ca_system_score_codex":0.0022365039,"about_ca_system_score_gemma":0.0036521421,"threshold_uncertainty_score":0.64787436},"labels":[],"label_agreement":null},{"id":"W2947102776","doi":"10.1123/japa.2018-0361","title":"Replacing Sedentary Time With Light or Moderate–Vigorous Physical Activity Across Levels of Frailty","year":2019,"lang":"en","type":"article","venue":"Journal of Aging and Physical Activity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Body mass index; Medicine; Marital status; Physical activity; Gerontology; Sedentary behavior; Sedentary lifestyle; Demography; Screen time; National Health and Nutrition Examination Survey; Physical therapy; Environmental health; Population; Internal medicine","score_opus":0.026867032368795417,"score_gpt":0.31756730439942443,"score_spread":0.29070027203062904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947102776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974755,0.000015854406,0.00027422883,0.0014575779,0.00008736278,0.00020165088,0.000032759865,0.000024852849,0.00043021693],"genre_scores_gemma":[0.99821395,0.000004759665,0.00023202467,0.00006357868,0.00051938725,0.0000013190233,9.02018e-7,0.000031113403,0.00093295326],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9984121,0.00010439147,0.00019727096,0.00031183343,0.00063396525,0.0003404958],"domain_scores_gemma":[0.99833316,0.00043806515,0.00046001663,0.0003228972,0.00021330314,0.00023253597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025084318,0.00027283365,0.0010277228,0.000059021877,0.000092997354,0.0000431875,0.00011726717,0.00007450805,0.0000295525],"category_scores_gemma":[0.00006439546,0.0001721243,0.00020410739,0.00020170033,0.00012548149,0.00064603845,0.00008851127,0.00083057827,0.00000981229],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010211948,0.005394374,0.011126277,0.000766503,0.0009460719,0.00033152426,0.008844502,0.0005347714,0.84234047,0.000013101397,0.0003657386,0.11912473],"study_design_scores_gemma":[0.006270153,0.004133368,0.19769964,0.0014721531,0.0003620342,0.0011683044,0.0002744872,0.021023905,0.7668026,0.00020668826,0.00015032543,0.00043635364],"about_ca_topic_score_codex":0.000072167575,"about_ca_topic_score_gemma":0.000005051308,"teacher_disagreement_score":0.18657336,"about_ca_system_score_codex":0.00009662594,"about_ca_system_score_gemma":0.00015945044,"threshold_uncertainty_score":0.70190257},"labels":[],"label_agreement":null},{"id":"W2947269449","doi":"10.1200/jco.2019.37.15_suppl.10026","title":"Frailty among childhood cancer survivors: A report from the Childhood Cancer Survivor Study (CCSS).","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Cancer; Population; Late effect; Gerontology; Demography; Pediatrics; Internal medicine; Environmental health","score_opus":0.08884448426099217,"score_gpt":0.4508535062062902,"score_spread":0.36200902194529805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947269449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9582977,0.0032193775,0.000015993039,0.025558434,0.009236557,0.0013952951,0.000048704595,0.000032133168,0.002195758],"genre_scores_gemma":[0.98134434,0.0016119372,0.0002180125,0.007559179,0.0066599646,0.000045679015,0.0000107749465,0.00007144808,0.0024786426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99176145,0.0012956759,0.0044873697,0.0006390646,0.0012628357,0.0005535996],"domain_scores_gemma":[0.987376,0.005886529,0.0040822634,0.0010761776,0.0009493704,0.0006296645],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00582368,0.0003892549,0.0028742473,0.000111456466,0.00010252749,0.00003508678,0.00075955153,0.00066609913,0.0034584894],"category_scores_gemma":[0.0073255342,0.000229859,0.0009391575,0.00036242054,0.00032991986,0.00030814673,0.0002328336,0.0032937676,0.00011332161],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085431564,0.005540185,0.93120974,0.000011288121,0.0021145944,0.0013558487,0.0017676102,0.00005301101,0.000024860274,0.0000020840732,0.023449747,0.033616737],"study_design_scores_gemma":[0.011273977,0.0054649743,0.8883349,0.000343156,0.0010181343,0.0003442432,0.0011174025,0.000026790507,0.000024599489,0.00007509536,0.091753215,0.00022355482],"about_ca_topic_score_codex":0.02106245,"about_ca_topic_score_gemma":0.047647968,"teacher_disagreement_score":0.068303466,"about_ca_system_score_codex":0.00030891722,"about_ca_system_score_gemma":0.0039321333,"threshold_uncertainty_score":0.9990057},"labels":[],"label_agreement":null},{"id":"W2947283382","doi":"10.1186/s12913-019-3865-z","title":"Frailty and health services use among Quebec seniors with non-hip fractures: a population-based study using adminsitrative databases","year":2019,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Université Laval; Montreal General Hospital; Hôpital de l'Enfant-Jésus; Canadian Heritage; Institut National de Santé Publique du Québec; Centre hospitalier universitaire de Québec; Hôpital du Saint-Sacrement; Quebec Network for Research on Aging; Canadian Food Inspection Agency","funders":"Canadian Institutes of Health Research; Institut National de Santé Publique du Québec","keywords":"Medicine; Health administration; Health informatics; Nursing research; Health services research; Public health; Population; Hip fracture; Database; Gerontology; Environmental health; Nursing; Internal medicine; Osteoporosis","score_opus":0.10749909368239974,"score_gpt":0.458205286811816,"score_spread":0.35070619312941625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947283382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99079454,0.00045310377,0.0000964917,0.0010883242,0.00008836237,0.0072067967,0.00013123192,0.00011767587,0.000023502238],"genre_scores_gemma":[0.9896158,0.00003300469,0.0046394058,0.004400313,0.00017425277,0.00010678729,0.0006446508,0.00010549623,0.00028028453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9932315,0.0011291017,0.00086241815,0.0012425475,0.002142376,0.0013920955],"domain_scores_gemma":[0.9951597,0.0010541835,0.00044737564,0.0014080602,0.00072365336,0.0012070588],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023025263,0.00048075846,0.0010194868,0.000759424,0.00075484044,0.0002634752,0.00034787244,0.0001473986,0.00011116301],"category_scores_gemma":[0.000032599444,0.0003781556,0.0000612819,0.0013186847,0.00011385265,0.0010345461,0.00023372564,0.0010789331,0.000033548728],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008955498,0.000643512,0.9713652,0.010302515,0.0000742002,0.000031866086,0.015705142,0.00037123682,0.00003193928,0.000003417527,0.000024662759,0.00055076607],"study_design_scores_gemma":[0.0042178347,0.0022822334,0.92985535,0.0048471037,0.00002711603,0.00001411681,0.03595673,0.022247003,0.000052674266,0.0000034767418,0.00021047977,0.0002858648],"about_ca_topic_score_codex":0.63627386,"about_ca_topic_score_gemma":0.70496345,"teacher_disagreement_score":0.06868958,"about_ca_system_score_codex":0.000856573,"about_ca_system_score_gemma":0.0033472297,"threshold_uncertainty_score":0.999867},"labels":[],"label_agreement":null},{"id":"W2947472884","doi":"10.1007/s12630-019-01414-8","title":"Implementation of population-level screening for frailty among patients admitted to adult intensive care in Alberta, Canada","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Frailty in Older Adults","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research; Canadian Frailty Network","keywords":"Medicine; Interquartile range; Intensive care; Confidence interval; Odds ratio; Mechanical ventilation; Population; Epidemiology; Intensive care unit; Emergency medicine; Retrospective cohort study; Internal medicine; Intensive care medicine","score_opus":0.01587452988251457,"score_gpt":0.2578402776685647,"score_spread":0.24196574778605015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947472884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939098,0.00008031052,0.00001634825,0.00451879,0.00038722574,0.00095927354,0.00007222327,0.00000251759,0.000053505235],"genre_scores_gemma":[0.99765015,0.0000032958842,0.0009223902,0.00076971843,0.0001874576,0.000008911004,0.00012714019,0.00006632345,0.0002646406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99677205,0.000082550396,0.0013637237,0.00027260865,0.00066764955,0.00084139564],"domain_scores_gemma":[0.99103665,0.00016051011,0.00090080086,0.0002635325,0.0055316645,0.0021068635],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034675005,0.00033271103,0.00083192054,0.0010889688,0.0001515701,0.000056105575,0.00037200714,0.00016644447,0.00017279969],"category_scores_gemma":[0.0009273875,0.00032825192,0.0002258215,0.0005458427,0.000051327785,0.00035710572,0.000009326995,0.00054482726,0.0000023692148],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028998393,0.00001172158,0.9735833,0.000121711026,0.000097577555,0.011761039,0.0043932614,0.000609193,0.000007935408,0.000029245817,0.0030809175,0.006014136],"study_design_scores_gemma":[0.0041961605,0.0017738865,0.9163092,0.0009704667,0.00012022161,0.061075494,0.013578088,0.000050551378,0.00013997917,0.000018579036,0.0014493689,0.00031803868],"about_ca_topic_score_codex":0.97096604,"about_ca_topic_score_gemma":0.9976101,"teacher_disagreement_score":0.05727411,"about_ca_system_score_codex":0.0024402312,"about_ca_system_score_gemma":0.007641173,"threshold_uncertainty_score":0.999917},"labels":[],"label_agreement":null},{"id":"W2947934226","doi":"10.1186/s12877-019-1124-0","title":"Can the effects of the mobilization of vulnerable elders in Ontario (MOVE ON) implementation be replicated in new settings: an interrupted time series design","year":2019,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Children's Hospital of Eastern Ontario; Impact; University of Ottawa; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"Ontario Ministry of Health and Long-Term Care; London Health Sciences Centre","keywords":"Medicine; Interrupted time series; Mobilization; Series (stratigraphy); Rehabilitation; Gerontology; Physical medicine and rehabilitation; Physical therapy; Nursing; Psychological intervention","score_opus":0.018084362102465324,"score_gpt":0.2702612498121251,"score_spread":0.2521768877096598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947934226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965368,0.000021585338,0.00024466624,0.00080030615,0.00014433223,0.0020961945,0.0000041988783,0.000016711232,0.00013519914],"genre_scores_gemma":[0.99714327,0.000006421973,0.0010741146,0.00026752384,0.000017199698,0.00002850691,0.000058983427,0.000019031046,0.0013849661],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986757,0.00027841364,0.00041810478,0.00021992276,0.00023956827,0.00016828376],"domain_scores_gemma":[0.9987301,0.00038599837,0.00025623594,0.0005126348,0.0000792709,0.00003574585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052354584,0.00012260952,0.0002400401,0.00013446911,0.000023795306,0.000009903507,0.00016075955,0.00007839204,0.000114112154],"category_scores_gemma":[0.00052871497,0.00008344931,0.000043762262,0.0005906835,0.000030090296,0.00009857662,0.0000402752,0.00021831736,0.000003172936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013065428,0.0004480631,0.8447823,0.000825201,0.00006327811,0.0000038254216,0.037241828,0.009061167,0.09773409,0.00017446968,0.004555824,0.0038034404],"study_design_scores_gemma":[0.0068714274,0.002058824,0.78326094,0.00045818454,0.00011445836,0.000009602166,0.003113349,0.0023178814,0.20088464,0.00033497336,0.00035313205,0.00022256265],"about_ca_topic_score_codex":0.036594067,"about_ca_topic_score_gemma":0.109764576,"teacher_disagreement_score":0.103150554,"about_ca_system_score_codex":0.00027755066,"about_ca_system_score_gemma":0.00062787405,"threshold_uncertainty_score":0.96982133},"labels":[],"label_agreement":null},{"id":"W2948413987","doi":"10.1186/s12877-019-1165-4","title":"Screening for older inpatients at risk for long length of stay: which clinical tool to use?","year":2019,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; University Health Network; McGill University; St Mary's Hospital Centre; Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Odds ratio; Hazard ratio; Retrospective cohort study; Risk assessment; Rehabilitation; Acute care; Observational study; Internal medicine; Cohort study; Emergency medicine; Physical therapy; Confidence interval; Health care","score_opus":0.06257965753484546,"score_gpt":0.3468146053529812,"score_spread":0.28423494781813574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948413987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9060847,0.00004675771,0.08844034,0.00011836425,0.0009667003,0.0039085792,0.00033284922,0.000050244875,0.00005147464],"genre_scores_gemma":[0.8087581,0.000034471097,0.1868034,0.00025098483,0.0004219903,0.00012967888,0.00017675904,0.00007966437,0.0033449833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977251,0.00006232448,0.0008798543,0.0005059163,0.0003983024,0.00042847282],"domain_scores_gemma":[0.9963486,0.0017807783,0.00036853165,0.0006561921,0.000647613,0.00019824292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084797724,0.00020719203,0.00058916555,0.00016057122,0.000066408546,0.00002245416,0.0001695593,0.00024060409,0.000071362956],"category_scores_gemma":[0.0052114483,0.0001925745,0.00027642382,0.00037181348,0.000021038006,0.00013475826,0.0001607108,0.0001700414,0.000052386902],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001687114,0.0002022239,0.9765271,0.0004978162,0.0000853495,5.8627154e-7,0.00023019631,0.00012700405,0.000046425805,0.0000252887,0.008306656,0.012264226],"study_design_scores_gemma":[0.011214278,0.0018140724,0.9650709,0.00014857187,0.00034332465,0.00000400578,0.0000734225,0.0039775413,0.0006645273,0.000023909288,0.01636772,0.00029771097],"about_ca_topic_score_codex":0.000049072303,"about_ca_topic_score_gemma":0.00014974868,"teacher_disagreement_score":0.09836306,"about_ca_system_score_codex":0.00008992598,"about_ca_system_score_gemma":0.00015443079,"threshold_uncertainty_score":0.785296},"labels":[],"label_agreement":null},{"id":"W2948946790","doi":"10.1080/03630242.2019.1621978","title":"Physical frailty and health outcomes of fitness, hormones, psychological and disability in institutionalized older women: an exploratory association study","year":2019,"lang":"en","type":"article","venue":"Women & Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Fundação para a Ciência e a Tecnologia; Universidade de Coimbra; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Gerontology; Physical fitness; Medicine; Cognition; Comorbidity; Marital status; Portuguese; Cross-sectional study; Association (psychology); Blood pressure; Psychology; Physical therapy; Psychiatry; Population; Internal medicine","score_opus":0.046846009659592486,"score_gpt":0.385929089418783,"score_spread":0.3390830797591905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2948946790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921783,0.00019086333,0.0000040428345,0.0056449687,0.00012239024,0.0017342606,0.000035154175,0.000049801296,0.00004019039],"genre_scores_gemma":[0.99739736,0.00010266055,0.00008952556,0.0020345976,0.000051313706,0.00018777967,0.000029058216,0.000014561301,0.00009313273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742603,0.0004219769,0.00059166213,0.000536082,0.00049213786,0.000532099],"domain_scores_gemma":[0.9986791,0.00015258153,0.0002799912,0.0004028012,0.00005950793,0.00042599146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002073879,0.00020118454,0.0010006129,0.00007700702,0.00007584825,0.000012990386,0.000076085584,0.000094517505,0.000049809256],"category_scores_gemma":[0.000147359,0.0001641128,0.000029172623,0.0002470629,0.00014865615,0.00021937907,0.00006435048,0.0003320822,0.0000064330525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019434994,0.004296017,0.94768685,0.00030988018,0.00003613153,0.0000016826148,0.041714825,0.0000014660039,0.000025976557,0.0001430541,0.00009953031,0.005490225],"study_design_scores_gemma":[0.006983254,0.0036438287,0.97583485,0.000053299682,0.000004048229,0.000002290986,0.012805032,0.000039556468,0.0000015406906,0.00034888263,0.00016173997,0.00012168093],"about_ca_topic_score_codex":0.0003728123,"about_ca_topic_score_gemma":0.00034773917,"teacher_disagreement_score":0.028909793,"about_ca_system_score_codex":0.0017724446,"about_ca_system_score_gemma":0.00028216493,"threshold_uncertainty_score":0.66923255},"labels":[],"label_agreement":null},{"id":"W2949365429","doi":"10.1016/j.bone.2019.06.006","title":"Frailty and risk of osteoporotic fractures in patients with rheumatoid arthritis: Data from the Ontario Best Practices Research Initiative","year":2019,"lang":"en","type":"article","venue":"Bone","topic":"Frailty in Older Adults","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Rehabilitation Institute; Mount Sinai Hospital; University Health Network; University of Toronto; McMaster University; Impact","funders":"Canadian Arthritis Network; Canadian Institutes of Health Research; Bristol-Myers Squibb Canada; Ontario Ministry of Health and Long-Term Care; Amgen Canada; McMaster University; Celgene; UCB; Pfizer Canada; AbbVie","keywords":"Rheumatoid arthritis; Medicine; Osteoporosis; Physical therapy; Gerontology; Intensive care medicine; Internal medicine","score_opus":0.09416086999982246,"score_gpt":0.3531092896558524,"score_spread":0.25894841965603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949365429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99479485,0.001507621,0.0000018380741,0.00065057806,0.000052898646,0.0010601785,0.00034436543,0.000006985957,0.001580685],"genre_scores_gemma":[0.9977649,0.00069229805,0.00074019015,0.000102826605,0.00002643953,0.000013898585,0.00038440825,0.000019287303,0.0002557378],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981385,0.00023651216,0.00029934561,0.0003961447,0.000695353,0.00023413279],"domain_scores_gemma":[0.9968072,0.001462828,0.00037019196,0.0010544966,0.00023211939,0.00007314806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007054299,0.00013230543,0.00033964342,0.00008010489,0.00006175373,0.00003174196,0.00023068654,0.00008859864,0.00043923574],"category_scores_gemma":[0.0020406416,0.00008349262,0.000014028601,0.00017855044,0.00021325497,0.00039069922,0.00028120723,0.00082112517,0.00008118543],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078318594,0.00034528913,0.9855933,0.000023952485,0.00011303966,0.000014960576,0.0056638033,0.0000016289351,0.000017255172,0.0000035543505,0.0012925582,0.006147449],"study_design_scores_gemma":[0.005316434,0.0008620229,0.98624647,0.0011793786,0.000033717464,0.0000055615888,0.002673765,0.000023454806,0.00010767285,0.0001184082,0.0033391158,0.00009398855],"about_ca_topic_score_codex":0.16355366,"about_ca_topic_score_gemma":0.3829556,"teacher_disagreement_score":0.21940197,"about_ca_system_score_codex":0.00006496214,"about_ca_system_score_gemma":0.00027803227,"threshold_uncertainty_score":0.84201634},"labels":[],"label_agreement":null},{"id":"W2949549720","doi":"10.1136/bmjopen-2019-029523","title":"Joint impact of dementia and frailty on healthcare utilisation and outcomes: a retrospective cohort study of long-stay home care recipients","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trillium Health Centre; Queen's University; University of Calgary; Institute for Clinical Evaluative Sciences; University of Toronto; University of Waterloo","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Dementia; Confounding; Retrospective cohort study; Incidence (geometry); Cohort; Cohort study; Gerontology; Proportional hazards model; Emergency medicine; Epidemiology; Health care; Internal medicine; Disease","score_opus":0.07439146995072012,"score_gpt":0.41902729156149965,"score_spread":0.34463582161077955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949549720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845402,0.00007564328,0.0000019753968,0.00021131476,0.000116645635,0.014212208,0.00008831358,0.000010307301,0.0007433469],"genre_scores_gemma":[0.9993721,0.000009953559,0.00007226239,0.000061922095,0.000013705615,0.00014677198,0.00005038723,0.000020648684,0.00025222453],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983924,0.00011090758,0.00045021134,0.00038291636,0.000494997,0.0001685401],"domain_scores_gemma":[0.99860823,0.000055580058,0.0002998602,0.00060821156,0.00030943294,0.00011868946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004680865,0.00016957802,0.0007556584,0.00011739592,0.00003574144,0.000020898176,0.00011671006,0.00007497478,0.0001181941],"category_scores_gemma":[0.00022004284,0.00012865206,0.000057372567,0.00013740904,0.00004520985,0.00013789645,0.00022886007,0.00014525693,0.00000568107],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058545865,0.0002866094,0.98912156,0.0002663204,0.00043394315,0.000007312787,0.00785345,0.000003212703,0.000067028326,0.000007284195,0.00014827367,0.0012195645],"study_design_scores_gemma":[0.005718674,0.006277719,0.98291975,0.0005363552,0.0001344372,0.0000079232295,0.0040967274,0.000027267386,0.00013933847,0.000023185617,0.0000019341946,0.00011669356],"about_ca_topic_score_codex":0.005720302,"about_ca_topic_score_gemma":0.0011588035,"teacher_disagreement_score":0.014831878,"about_ca_system_score_codex":0.00023611412,"about_ca_system_score_gemma":0.0001216835,"threshold_uncertainty_score":0.86474234},"labels":[],"label_agreement":null},{"id":"W2949728827","doi":"10.1002/hon.228_2631","title":"FUNCTIONAL PREDICTORS OF CHEMOTHERAPY TOXICITY IN ELDERLY LYMPHOMA PATIENTS – A PROSPECTIVE PILOT STUDY","year":2019,"lang":"en","type":"article","venue":"Hematological Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Chemotherapy; Febrile neutropenia; Internal medicine; Neutropenia; Geriatric oncology; Toxicity; Chemotherapy regimen; Grip strength; Surgery; Cancer","score_opus":0.025320815363330085,"score_gpt":0.29119575744946385,"score_spread":0.26587494208613377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2949728827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914605,0.00002550468,0.000017929642,0.00050873525,0.0003535908,0.0022834572,0.0000058690707,0.000064493826,0.0052799056],"genre_scores_gemma":[0.9987743,0.0000052008554,0.00022482409,0.00041973876,0.000041702533,0.00013222119,0.000013506574,0.000015317015,0.00037321297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998196,0.00014728303,0.0005511079,0.00044304895,0.000359717,0.00030284107],"domain_scores_gemma":[0.99892396,0.0003376959,0.00018057042,0.00026955176,0.00018234143,0.0001058756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002111212,0.00018946345,0.00085474923,0.00012951693,0.000020402045,0.0000029865098,0.000113430004,0.0001814466,0.0008743727],"category_scores_gemma":[0.0003091886,0.0001408283,0.000069568225,0.0002911707,0.0001474405,0.0000554295,0.00006633546,0.00020734082,0.000117042655],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033307911,0.020644583,0.97197115,0.00005819441,0.00009332043,0.00006178229,0.00045161147,0.0000029017565,0.0005985441,0.00025879513,0.0006615898,0.0018667491],"study_design_scores_gemma":[0.017850403,0.05255747,0.92748964,0.000043328495,0.000025807745,0.00006992981,0.00028989193,0.000025603298,0.0009602763,0.00027707632,0.0002976144,0.00011294177],"about_ca_topic_score_codex":0.000043854165,"about_ca_topic_score_gemma":0.00008329758,"teacher_disagreement_score":0.04448148,"about_ca_system_score_codex":0.0003546962,"about_ca_system_score_gemma":0.00016780203,"threshold_uncertainty_score":0.9573768},"labels":[],"label_agreement":null},{"id":"W2950692264","doi":"10.1093/ageing/afz072","title":"Is the association between blood pressure and mortality in older adults different with frailty? A systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Pfizer Canada; H. Lundbeck A/S; University of Leeds; National Institute for Health and Care Research; Alzheimer Society; Consortium canadien en neurodégénérescence associée au vieillissement; Wellcome Trust; Dunhill Medical Trust; Sanofi; Canadian Institutes of Health Research; Wellcome; Collaboration for Leadership in Applied Health Research and Care - Greater Manchester; NIHR School for Primary Care Research; Pfizer","keywords":"Medicine; Meta-analysis; Blood pressure; Gerontology; Association (psychology); Frailty Index; Intensive care medicine; Internal medicine","score_opus":0.07208265144501541,"score_gpt":0.3364044006049435,"score_spread":0.26432174915992807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950692264","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013594865,0.99364763,0.000004488665,0.00032578013,0.0000075607713,0.004477325,0.00011054423,0.000015739017,0.000051441817],"genre_scores_gemma":[0.013327338,0.98387694,0.000013319096,0.00040088667,0.000031367865,0.00030672605,0.00010419968,0.000030008334,0.0019092014],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99742055,0.000497353,0.00084012386,0.0005777278,0.00042865155,0.0002356165],"domain_scores_gemma":[0.9976993,0.00073294446,0.0007742092,0.00064139056,0.0000602746,0.00009185525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007270727,0.00046394693,0.0069328416,0.00013464523,0.00006223171,0.000086127024,0.000113272385,0.00022864848,0.000036045258],"category_scores_gemma":[0.00023593153,0.00021301601,0.0005940887,0.0003975965,0.000035083962,0.00007997273,0.00010019242,0.0004904434,0.0000020277466],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.8606354e-7,0.000026114689,0.0018245783,0.8154747,0.18012147,0.00019677915,0.0004223592,2.0845329e-8,1.2622901e-8,0.0000015922307,0.00002804579,0.0019035821],"study_design_scores_gemma":[0.00036124614,0.000038477563,0.017343195,0.1308615,0.8496472,0.000017474706,0.000022305676,0.0000029184962,8.439686e-8,0.000002551988,0.0015038364,0.00019919018],"about_ca_topic_score_codex":0.00021497144,"about_ca_topic_score_gemma":0.0002411576,"teacher_disagreement_score":0.68461317,"about_ca_system_score_codex":0.000021318281,"about_ca_system_score_gemma":0.000024225275,"threshold_uncertainty_score":0.8686541},"labels":[],"label_agreement":null},{"id":"W2950861893","doi":"10.1017/s0144686x19000631","title":"The conspicuous absence of the social, emotional and political aspects of frailty: the example of the<i>White Book on Frailty</i>","year":2019,"lang":"en","type":"article","venue":"Ageing and Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Vulnerability (computing); Politics; White (mutation); Power (physics); White paper; Gerontology; Sociology; Social vulnerability; Field (mathematics); Geriatrics; Gender studies; Psychology; Social science; Social psychology; Political science; Medicine; Psychiatry; Law","score_opus":0.020884275977736007,"score_gpt":0.2694695708013784,"score_spread":0.2485852948236424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950861893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97471637,0.0004156234,0.000011536396,0.014583073,0.00015083294,0.00034855364,0.00002735102,0.000010012697,0.009736667],"genre_scores_gemma":[0.9955266,0.00007579582,0.000034142133,0.002228813,0.00007888345,0.0000034227658,0.0000012507338,0.000010354518,0.0020407087],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99890053,0.00009195308,0.00023385801,0.00016283065,0.00039752544,0.00021332526],"domain_scores_gemma":[0.99865854,0.0006692706,0.00015094505,0.0003829557,0.0000982163,0.000040057155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032983426,0.00010882237,0.0002206327,0.0000057228785,0.00031573867,0.0000121925805,0.00017612272,0.00009493858,0.000025487752],"category_scores_gemma":[0.00017264757,0.00004903739,0.00018428687,0.00010021109,0.0011749429,0.000027942759,0.00012890772,0.0003052723,0.0000013892504],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014075726,0.00046329142,0.19057624,0.0011854962,0.00095820584,0.0000062079644,0.06237309,0.000029828565,0.032928474,0.64906305,0.05651343,0.005761909],"study_design_scores_gemma":[0.0014105657,0.00019809096,0.9729748,0.00049153384,0.000100334146,0.000025182275,0.005225085,0.0002570515,0.0040460452,0.005357296,0.009798002,0.00011602078],"about_ca_topic_score_codex":0.00041444282,"about_ca_topic_score_gemma":0.000024972647,"teacher_disagreement_score":0.7823985,"about_ca_system_score_codex":0.000023141729,"about_ca_system_score_gemma":0.00011804449,"threshold_uncertainty_score":0.43291265},"labels":[],"label_agreement":null},{"id":"W2950959015","doi":"10.1093/gerona/glz146","title":"Estimating Biological Age in the Singapore Longitudinal Aging Study","year":2019,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"National Medical Research Council; Agency for Science, Technology and Research","keywords":"Demography; Gerontology; Medicine; Stepwise regression; Linear regression; Mortality rate; Ranking (information retrieval); Statistics; Machine learning; Internal medicine; Mathematics; Computer science","score_opus":0.12083250544439748,"score_gpt":0.3788445187207991,"score_spread":0.2580120132764016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2950959015","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848324,0.0008752826,0.000051979925,0.012098812,0.0002489453,0.0006050558,0.0000010915531,0.000018538902,0.0012678698],"genre_scores_gemma":[0.9979523,0.000029908562,0.0012168633,0.00041533622,0.00013299893,0.000011297176,0.0000016687655,0.0000099414265,0.0002297229],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835587,0.00040798503,0.00050595775,0.00018161388,0.00022902075,0.0003195278],"domain_scores_gemma":[0.9986727,0.00048076586,0.00026549128,0.0004623394,0.00008077577,0.00003788606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001745421,0.00015375372,0.0005056033,0.000077211604,0.00010928934,0.000025125964,0.00038186126,0.00008314501,0.00019621642],"category_scores_gemma":[0.00046599715,0.00007318683,0.0000852019,0.00017579291,0.00027908108,0.000123329,0.00009754778,0.0005889818,0.000016847047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003742324,0.00038734288,0.975364,0.000043747797,0.0001347125,0.00036650803,0.017746288,0.00013845765,0.0019601174,0.00011036585,0.00036954758,0.003004649],"study_design_scores_gemma":[0.0014382163,0.0017971839,0.96999776,0.00023440589,0.00007411442,0.0027050949,0.022604655,0.0001378939,0.00009219426,0.0006490871,0.00017207845,0.0000973221],"about_ca_topic_score_codex":0.00016084984,"about_ca_topic_score_gemma":0.00068975415,"teacher_disagreement_score":0.013119838,"about_ca_system_score_codex":0.000033579854,"about_ca_system_score_gemma":0.0000374407,"threshold_uncertainty_score":0.29844722},"labels":[],"label_agreement":null},{"id":"W2951088605","doi":"10.1590/1518-8345.2897.3100","title":"Frailty syndrome among elderly and associated factors: comparison of two cities","year":2018,"lang":"en","type":"article","venue":"Revista Latino-Americana de Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Pan American Health Organization; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Gerontology; Geriatric Depression Scale; Logistic regression; Depression (economics); Test (biology); Medicine; Cognition; Frailty syndrome; Depressive symptoms; Psychology; Demography; Psychiatry; Frailty Index; Sociology","score_opus":0.0523902561011432,"score_gpt":0.34873053708519575,"score_spread":0.2963402809840525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951088605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935221,0.00030559787,0.0005215609,0.00016197449,0.000069317175,0.0004120115,0.00006480125,0.00015625659,0.004786343],"genre_scores_gemma":[0.99694014,0.000031748325,0.0013186459,0.0001506817,0.000092477065,0.000011132812,0.000076655226,0.000054871543,0.0013236351],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978014,0.00017968584,0.00066428864,0.00039517507,0.00045178965,0.0005076354],"domain_scores_gemma":[0.99810755,0.0003351029,0.00047474803,0.0005176361,0.00025983903,0.0003051141],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024653165,0.0003232166,0.0010392371,0.00017115136,0.00012408457,0.00006419967,0.00018102117,0.00012525039,0.00043607192],"category_scores_gemma":[0.00074216543,0.00029790535,0.00013644758,0.0004873292,0.00096557784,0.0001585486,0.0001008748,0.00036991315,0.00001943142],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023403614,0.0001261105,0.98669827,0.00021127872,0.00020818738,0.00004197665,0.0022938945,0.0000023675163,0.0019614638,0.00018196319,0.0023598417,0.0058912467],"study_design_scores_gemma":[0.001252577,0.0012596132,0.98974687,0.00064073916,0.00026624417,0.000052316456,0.001091219,0.0015508919,0.0014904356,0.00005500144,0.002266044,0.0003280386],"about_ca_topic_score_codex":0.002292532,"about_ca_topic_score_gemma":0.00016054037,"teacher_disagreement_score":0.0055632084,"about_ca_system_score_codex":0.00018271801,"about_ca_system_score_gemma":0.0001388731,"threshold_uncertainty_score":0.9999473},"labels":[],"label_agreement":null},{"id":"W2951338240","doi":"10.1097/bot.0000000000001518","title":"The Predictive Value of the Clinical Frailty Scale on Discharge Destination and Complications in Older Hip Fracture Patients","year":2019,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Frailty in Older Adults","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital; University of Ottawa","funders":"","keywords":"Medicine; Odds ratio; Confidence interval; Logistic regression; Retrospective cohort study; Hip fracture; Trauma center; Prospective cohort study; Internal medicine; Emergency medicine; Osteoporosis","score_opus":0.02274238795553591,"score_gpt":0.3158166611778588,"score_spread":0.2930742732223229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951338240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913051,0.0001584682,0.00013390722,0.0066122054,0.00044313245,0.0006456754,0.0000155231,0.00000536055,0.00068061525],"genre_scores_gemma":[0.9988753,0.00007266693,0.00020926136,0.00055197836,0.00013238443,0.000005348069,0.0000045481297,0.000013641184,0.00013483163],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981126,0.00019767825,0.00080111425,0.00014671481,0.0005925011,0.00014937358],"domain_scores_gemma":[0.99787486,0.0007497027,0.0006394175,0.00030486548,0.00032214136,0.00010902146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075903686,0.000116591946,0.00029183814,0.000082384184,0.00007884676,0.000012202986,0.0001839239,0.00011525114,0.000020796038],"category_scores_gemma":[0.00073946954,0.000059629194,0.00018152122,0.00018649679,0.0001951535,0.00011025317,0.00003550336,0.000769219,0.0000039957367],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027226008,0.0005423045,0.9722926,0.000030651703,0.000041977422,0.0000012205394,0.0004900851,0.000047240865,0.000030806357,0.0000527535,0.0011702981,0.025027785],"study_design_scores_gemma":[0.004761891,0.0008911403,0.9910119,0.00064553,0.000070050744,0.000029937459,0.00016603617,0.00041964036,0.00013237764,0.00020424546,0.0016145819,0.000052666317],"about_ca_topic_score_codex":0.000007910586,"about_ca_topic_score_gemma":0.000016572527,"teacher_disagreement_score":0.02497512,"about_ca_system_score_codex":0.000062098276,"about_ca_system_score_gemma":0.00010600954,"threshold_uncertainty_score":0.33419165},"labels":[],"label_agreement":null},{"id":"W2951773291","doi":"10.1097/aco.0000000000000759","title":"The impact of frailty and sarcopenia on patient outcomes after complex spine surgery","year":2019,"lang":"en","type":"review","venue":"Current Opinion in Anaesthesiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Vancouver Spine Surgery Institute; Vancouver Biotech (Canada); Vancouver General Hospital","funders":"","keywords":"Sarcopenia; Medicine; Adverse effect; Spinal stenosis; Frailty Index; Population; Physical therapy; Lumbar; Surgery; Gerontology; Internal medicine","score_opus":0.19324013013581576,"score_gpt":0.43988012654875147,"score_spread":0.2466399964129357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951773291","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0075548715,0.9883044,8.5070667e-7,0.00023999349,0.0021520595,0.0015945483,0.000093275215,0.00001901806,0.00004100693],"genre_scores_gemma":[0.002504222,0.99670184,0.000018895073,0.000042070304,0.0001051811,0.00016644801,0.00037608805,0.000052340518,0.000032910833],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99698174,0.00051229604,0.001252741,0.0005501259,0.00024093097,0.00046219086],"domain_scores_gemma":[0.99709034,0.0012180649,0.0006198413,0.0008558946,0.00007768013,0.0001381659],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003558802,0.000565776,0.0030685437,0.0004186042,0.000038860475,0.00001262505,0.00021673381,0.00033227506,0.00008915665],"category_scores_gemma":[0.00048411477,0.00029674498,0.00081299036,0.0002524517,0.00031809264,0.000030397463,0.00015365945,0.000677799,0.00008886784],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000992252,0.00019568969,0.022096535,0.0070078825,0.00010234819,0.000004118243,0.00004411971,7.4483654e-7,6.395519e-8,0.000038361584,0.007955484,0.96245545],"study_design_scores_gemma":[0.00046171166,0.0012795053,0.18658717,0.018625932,0.00007678576,0.000031522526,0.0000059303075,0.000008184899,8.063858e-8,0.000024639721,0.7926493,0.00024923816],"about_ca_topic_score_codex":0.000055091,"about_ca_topic_score_gemma":0.000005250333,"teacher_disagreement_score":0.9622062,"about_ca_system_score_codex":0.00020131249,"about_ca_system_score_gemma":0.0004152818,"threshold_uncertainty_score":0.99994844},"labels":[],"label_agreement":null},{"id":"W2951896812","doi":"10.1186/s12911-019-0828-6","title":"The use of technology in the context of frailty screening and management interventions: a study of stakeholders’ perspectives","year":2019,"lang":"en","type":"article","venue":"BMC Medical Informatics and Decision Making","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Third Health Programme; Universitat de València; Consumers, Health, Agriculture and Food Executive Agency; Istituto di Ricerche Farmacologiche Mario Negri - IRCCS; Universidade de Aveiro; Università degli Studi di Milano; European Commission; McMaster University; American Heart Association","keywords":"Psychological intervention; Usability; Context (archaeology); Health informatics; Social isolation; Health care; Medicine; Gerontology; Nursing; Knowledge management; Psychology; Public health","score_opus":0.18558190249208836,"score_gpt":0.38230377202535487,"score_spread":0.1967218695332665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2951896812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96786517,0.0007506493,0.030336853,0.00011173308,0.000028143702,0.00077711674,0.0000023589107,0.000004948046,0.00012304384],"genre_scores_gemma":[0.9713079,0.00042170874,0.028177721,0.00006415165,0.0000031237876,0.000010500225,5.385061e-7,0.000003665572,0.000010708221],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9983125,0.000043166252,0.0008391315,0.000077886405,0.00062404096,0.00010327911],"domain_scores_gemma":[0.99746144,0.001781325,0.00029978485,0.00032480375,0.00010315297,0.000029494124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001008816,0.00007791359,0.00028734558,0.00024859776,0.000037914422,0.000018400217,0.00016665518,0.00006522172,0.000016674614],"category_scores_gemma":[0.0010279265,0.00004157585,0.00005182308,0.0002666542,0.00022705784,0.00009294515,0.00023596181,0.00017690183,4.6152488e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038821163,0.0004789518,0.06302543,0.001393024,0.00013523258,0.000007326808,0.028852975,0.00005141687,0.0000036851388,0.00683716,0.00022715764,0.89859945],"study_design_scores_gemma":[0.0060735126,0.0012524197,0.07035884,0.009211162,0.00008687658,0.000045086672,0.8504969,0.06110461,0.000008905419,0.00084969075,0.00042847104,0.000083516024],"about_ca_topic_score_codex":0.000017684168,"about_ca_topic_score_gemma":0.00016323081,"teacher_disagreement_score":0.89851594,"about_ca_system_score_codex":0.000008867814,"about_ca_system_score_gemma":0.000021842538,"threshold_uncertainty_score":0.16954139},"labels":[],"label_agreement":null},{"id":"W2952238302","doi":"10.1111/jgs.16036","title":"A Practical Two‐Stage Frailty Assessment for Older Adults Undergoing Aortic Valve Replacement","year":2019,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"National Center for Advancing Translational Sciences; National Institute on Aging; National Center for Research Resources; Harvard Catalyst","keywords":"Medicine; Aortic valve replacement; Incidence (geometry); Internal medicine; Valve replacement; Prospective cohort study; Cohort; Cardiology; Surgery; Stenosis","score_opus":0.021948213394146862,"score_gpt":0.357722591864717,"score_spread":0.3357743784705701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952238302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9598416,0.00013245936,0.022479104,0.0145361265,0.0012724608,0.0013305481,0.000017452023,0.000029939469,0.00036028432],"genre_scores_gemma":[0.8715122,0.00027961587,0.12235381,0.0034421356,0.00063583045,0.000018730307,0.000003981167,0.000060207192,0.0016935025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99707425,0.00014207528,0.00089598756,0.00032908225,0.0010685318,0.00049005676],"domain_scores_gemma":[0.9951964,0.0010830963,0.0022038755,0.00068547897,0.000580024,0.00025110788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012508949,0.00026485752,0.000739554,0.00006624518,0.00014417569,0.000063820306,0.00031163945,0.000076340584,0.000116952826],"category_scores_gemma":[0.0007698116,0.00018039515,0.0015336021,0.00056053075,0.00015490109,0.0002013421,0.00017381438,0.0008052882,0.000011794455],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006441976,0.004798492,0.5203726,0.003109566,0.0077117705,0.000045882716,0.012157084,0.0016534388,0.011827588,0.0008646492,0.3961567,0.0348602],"study_design_scores_gemma":[0.05532531,0.012935587,0.8120849,0.0022341914,0.004630393,0.0017196314,0.03276414,0.035629,0.0023510698,0.0005765569,0.038097207,0.0016520048],"about_ca_topic_score_codex":0.00004811582,"about_ca_topic_score_gemma":0.000004012891,"teacher_disagreement_score":0.3580595,"about_ca_system_score_codex":0.00091878633,"about_ca_system_score_gemma":0.0013481375,"threshold_uncertainty_score":0.73563004},"labels":[],"label_agreement":null},{"id":"W2952579863","doi":"10.1186/s13195-019-0509-9","title":"Frailty effects on non-demented cognitive trajectories are moderated by sex and Alzheimer’s genetic risk","year":2019,"lang":"en","type":"article","venue":"Alzheimer s Research & Therapy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Dalhousie University; Women and Children’s Health Research Institute; University of Alberta","funders":"National Institute on Aging; Canadian Institutes of Health Research; Dalhousie University; National Institutes of Health; Consortium canadien en neurodégénérescence associée au vieillissement; Canada Research Chairs; Dalhousie Medical Research Foundation","keywords":"Cognitive aging; Geriatric psychiatry; Cognition; Neurology; Medicine; Dementia; Alzheimer's disease; Psychology; Gerontology; Psychiatry; Internal medicine; Disease","score_opus":0.07483868021118371,"score_gpt":0.3714948634935794,"score_spread":0.2966561832823957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952579863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9586856,0.03382584,0.000054644544,0.0010779769,0.00019656314,0.004479571,0.00012768696,0.00013368283,0.0014184556],"genre_scores_gemma":[0.99175566,0.0054015005,0.00018081683,0.0009769256,0.00022022938,0.00035759012,0.00013007109,0.00013602083,0.0008411846],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9953241,0.00081587036,0.00038648985,0.0010086732,0.0014175307,0.0010473813],"domain_scores_gemma":[0.99647146,0.001546218,0.00013378517,0.00073085143,0.0006329199,0.0004847741],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007761084,0.00048646578,0.00068597693,0.000326598,0.0003312129,0.00012214959,0.00026256338,0.0002881978,0.0004445514],"category_scores_gemma":[0.00025283798,0.00040114272,0.00011861848,0.0006256781,0.0003765603,0.00016448705,0.000098992394,0.0013036549,0.00052123686],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007605225,0.0017995402,0.17708357,0.00016709637,0.018129695,0.00026886078,0.0069849147,0.000015076839,0.072747685,0.000017577553,0.061525594,0.6536552],"study_design_scores_gemma":[0.026284529,0.0126268,0.38406876,0.0011578111,0.0010408529,0.000048740563,0.0015249316,0.0029051963,0.5565654,0.0004073412,0.012275939,0.0010937033],"about_ca_topic_score_codex":0.0006785461,"about_ca_topic_score_gemma":0.00003234992,"teacher_disagreement_score":0.6525615,"about_ca_system_score_codex":0.000053765754,"about_ca_system_score_gemma":0.00018662118,"threshold_uncertainty_score":0.999844},"labels":[],"label_agreement":null},{"id":"W2953710439","doi":"10.2147/cia.s201873","title":"&lt;p&gt;Prediction of chemotherapy adverse reactions and mortality in older patients with primary lung cancer through frailty index based on routine laboratory data&lt;/p&gt;","year":2019,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Sichuan University; National Natural Science Foundation of China; McMaster University","keywords":"Medicine; Internal medicine; Lung cancer; Frailty Index; Oncology; Chemotherapy; Index (typography); Adverse effect","score_opus":0.05902214913470379,"score_gpt":0.3966113807158114,"score_spread":0.33758923158110765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953710439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99535483,0.00018932928,0.001149399,0.00058690325,0.00054383837,0.000953498,0.00042004336,0.000054978143,0.00074718427],"genre_scores_gemma":[0.99738634,0.00013913459,0.0008389895,0.00067697855,0.00008406699,0.000052507,0.000515187,0.000036883164,0.0002699061],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972168,0.0002128263,0.0012928931,0.00064470246,0.00038537054,0.0002473689],"domain_scores_gemma":[0.99795014,0.0003378872,0.00040700752,0.0010070436,0.00020512233,0.0000927837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010230457,0.00021139815,0.00056773884,0.00022597007,0.000037446745,0.000011572841,0.00019402099,0.00019063236,0.00034630558],"category_scores_gemma":[0.00037758623,0.00019128232,0.00014466538,0.0005380272,0.00021754637,0.00041445522,0.000113593305,0.00064097863,0.0000047539907],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029651469,0.002225276,0.9935706,0.00066182046,0.00012420495,0.000006083087,0.00014289255,0.00027984602,0.00009829445,0.00002512475,0.0007066325,0.0018626736],"study_design_scores_gemma":[0.010564716,0.0003254394,0.96908844,0.0067970227,0.000111182446,6.7019477e-7,0.00004673669,0.012055258,0.00003251766,0.000015959009,0.0008165636,0.00014548107],"about_ca_topic_score_codex":0.00020538196,"about_ca_topic_score_gemma":0.00068399834,"teacher_disagreement_score":0.024482183,"about_ca_system_score_codex":0.00025586152,"about_ca_system_score_gemma":0.00016652273,"threshold_uncertainty_score":0.7800267},"labels":[],"label_agreement":null},{"id":"W2954204085","doi":"10.1177/10497315211051629","title":"The Effectiveness of Personalisation on Health Outcomes of Older People: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Research on Social Work Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CINAHL; Personalization; MEDLINE; Medicine; Gerontology; Inclusion (mineral); Systematic review; Quality of life (healthcare); PsycINFO; Nursing; Psychological intervention; Psychology; Social psychology; World Wide Web","score_opus":0.23043186171530303,"score_gpt":0.5616153789755419,"score_spread":0.33118351726023887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954204085","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000016434732,0.9743619,0.000005099829,0.013798188,0.000168323,0.009951598,0.000029853265,0.000017373264,0.0016660299],"genre_scores_gemma":[0.00008573724,0.9969418,0.000034796463,0.0003207508,0.00012952462,0.0011469165,0.00010643251,0.00007586622,0.001158157],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.96140563,0.032810498,0.0014386609,0.0004948758,0.0033199775,0.0005303702],"domain_scores_gemma":[0.909824,0.08570231,0.0016610504,0.00093890005,0.0017267229,0.0001470102],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.033595424,0.0003722024,0.005232158,0.00023658972,0.0005032816,0.000048043057,0.00042412538,0.00028984464,0.000058496666],"category_scores_gemma":[0.08350066,0.0002236877,0.0009670423,0.0032198862,0.00022877354,0.00008956584,0.00013112275,0.0020451772,0.000098853416],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014928628,0.00045004694,0.0000033094343,0.9055605,0.0011427279,0.000015708101,0.0004984782,4.1929198e-8,2.7835592e-8,0.002564967,0.006452896,0.08316199],"study_design_scores_gemma":[0.00036756872,0.00037361003,0.00015843353,0.8289156,0.0017517945,0.000027923126,0.00087280804,1.1266844e-7,3.548826e-7,0.000008578442,0.16739856,0.0001246481],"about_ca_topic_score_codex":0.00011899233,"about_ca_topic_score_gemma":0.00001188056,"teacher_disagreement_score":0.16094567,"about_ca_system_score_codex":0.0011115727,"about_ca_system_score_gemma":0.0026060606,"threshold_uncertainty_score":0.9951169},"labels":[],"label_agreement":null},{"id":"W2954527938","doi":"10.1016/j.cger.2019.07.006","title":"Prehabilitation","year":2019,"lang":"en","type":"review","venue":"Clinics in Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; St. Boniface Hospital; University of Manitoba","funders":"Pfizer","keywords":"Prehabilitation; Medicine; Psychological intervention; Worry; Quality of life (healthcare); Physical therapy; Intensive care unit; Nursing; Intensive care medicine; Anxiety","score_opus":0.12664769292234512,"score_gpt":0.45493415224162503,"score_spread":0.3282864593192799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954527938","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014536557,0.9835361,0.00004138837,0.00064476795,0.0040764064,0.0036313103,0.000016785003,0.0000948372,0.00794382],"genre_scores_gemma":[0.0000058433357,0.9862382,0.0010829862,0.00029103196,0.0022451507,0.00018652297,0.00050431694,0.000127577,0.009318396],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948663,0.00032586837,0.002728914,0.0009451753,0.00066062674,0.00047312627],"domain_scores_gemma":[0.9932755,0.003943382,0.00085780775,0.0014997622,0.00017999037,0.00024355116],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019755473,0.00061269087,0.00471328,0.0010773537,0.000023767672,0.000007666903,0.00036429067,0.0009681943,0.0007651112],"category_scores_gemma":[0.007278145,0.00044234024,0.00055302173,0.0015983972,0.00020135436,0.000059942788,0.000112061,0.0014931181,0.0010648302],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024493453,0.00013211418,0.00014435775,0.06691378,0.00008695905,0.000056727775,0.0001804923,4.429421e-7,6.234146e-8,0.00008932696,0.011511653,0.9208596],"study_design_scores_gemma":[0.0024659599,0.0009919042,0.00016941769,0.04632018,0.0022042932,0.00012186341,0.00004829144,0.000021170348,2.0885155e-8,0.00019761195,0.947136,0.00032330252],"about_ca_topic_score_codex":0.000022161552,"about_ca_topic_score_gemma":0.000004648952,"teacher_disagreement_score":0.93562436,"about_ca_system_score_codex":0.00046994147,"about_ca_system_score_gemma":0.0010120746,"threshold_uncertainty_score":0.9998028},"labels":[],"label_agreement":null},{"id":"W2954638678","doi":"10.1371/journal.pone.0219083","title":"Prevalence of frailty in a tertiary hospital: A point prevalence observational study","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Innovative Research Group Project of the National Natural Science Foundation of China","keywords":"Observational study; Medicine; Tertiary care; Gerontology; Environmental health; Demography; Emergency medicine; Internal medicine","score_opus":0.07837768923528378,"score_gpt":0.29108810124118206,"score_spread":0.2127104120058983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2954638678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950521,0.00028892848,0.0000044882263,0.0015200851,0.00004890353,0.0025206266,0.000028269656,0.00005148271,0.00048511502],"genre_scores_gemma":[0.9932191,0.000063056985,0.0019057965,0.00022993046,0.000044702712,0.00012243049,0.000007845959,0.000022998503,0.004384141],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980687,0.000063233616,0.00045667042,0.00037813385,0.0008082852,0.00022499541],"domain_scores_gemma":[0.9988086,0.00015854869,0.00013207833,0.00061509456,0.00020746958,0.0000782027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002847981,0.0001494515,0.0003599408,0.000109119916,0.000011880273,0.0000059426734,0.00021195412,0.000067213354,0.0007695989],"category_scores_gemma":[0.0005575042,0.00014097754,0.000050819348,0.00022048969,0.000053471143,0.00020458565,0.00010725132,0.00024020337,0.00014323997],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009050385,0.01299834,0.968775,0.003441708,0.00012398788,0.000016306241,0.0019056761,0.0000032749504,0.0123917665,0.000016487467,0.00009445177,0.00014251306],"study_design_scores_gemma":[0.0023103778,0.0018698362,0.9862094,0.0026666904,0.00015588911,0.0000022997995,0.00017056192,0.00052276097,0.0058678673,0.00008297782,0.00000315036,0.00013820149],"about_ca_topic_score_codex":0.00006511637,"about_ca_topic_score_gemma":0.000011453654,"teacher_disagreement_score":0.017434401,"about_ca_system_score_codex":0.00008287971,"about_ca_system_score_gemma":0.000106249536,"threshold_uncertainty_score":0.84265685},"labels":[],"label_agreement":null},{"id":"W2955019644","doi":"10.14283/jfa.2019.12","title":"Proceedings of the Canadian Frailty Network Workshop: Identifying Biomarkers of Frailty to Support Frailty Risk Assessment, Diagnosis and Prognosis. Toronto, January 15, 2018","year":2019,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Sinai Hospital; Université de Sherbrooke; University of Toronto; Dalhousie University; University of Waterloo; Research Institute for Aging; University of Alberta; Queen's University; McMaster University; Jewish General Hospital; Impact; Schwartz/Reisman Emergency Medicine Institute; McGill University","funders":"","keywords":"Medicine; Gerontology; Biomarker","score_opus":0.037905938055221626,"score_gpt":0.3192761633853133,"score_spread":0.28137022533009165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955019644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98054975,0.0024341736,0.00012937226,0.0077591916,0.0013198691,0.0019958662,0.000089408335,0.000032271146,0.005690092],"genre_scores_gemma":[0.9921386,0.00092462683,0.0040063113,0.0012108372,0.00058768166,0.000034568522,0.0000071406243,0.000097933334,0.0009922571],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99463063,0.00023653176,0.001858688,0.00052430964,0.0016386118,0.0011112271],"domain_scores_gemma":[0.99425733,0.0008293459,0.0022156565,0.0008031282,0.0010577324,0.00083681423],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0038632678,0.0006040344,0.0013267247,0.0003294578,0.0005221196,0.000157069,0.0012737202,0.0003470135,0.00072074734],"category_scores_gemma":[0.0008864034,0.00040826318,0.0005184167,0.0010126721,0.00046673382,0.0009857876,0.00049689214,0.0014559841,0.000016883496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028237945,0.000180062,0.8651799,0.00041643862,0.0011669694,0.000016981237,0.004517252,0.00014876746,0.0052815345,0.000059459268,0.103403665,0.019346585],"study_design_scores_gemma":[0.002725303,0.0009455743,0.9658538,0.0043390207,0.0014061525,0.000330996,0.0034827613,0.00025724695,0.004784205,0.00041989045,0.014934016,0.0005210233],"about_ca_topic_score_codex":0.041888542,"about_ca_topic_score_gemma":0.07373553,"teacher_disagreement_score":0.10067391,"about_ca_system_score_codex":0.00087624724,"about_ca_system_score_gemma":0.001061444,"threshold_uncertainty_score":0.9998369},"labels":[],"label_agreement":null},{"id":"W2955114448","doi":"10.1016/j.cger.2019.07.002","title":"Evaluating and Treating Frailty in Cardiac Rehabilitation","year":2019,"lang":"en","type":"review","venue":"Clinics in Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Deconditioning; Rehabilitation; Physical therapy; Sarcopenia; Referral; Depression (economics); Gerontology; Timed Up and Go test; Physical medicine and rehabilitation; Geriatrics; Balance (ability); Psychiatry; Internal medicine; Nursing","score_opus":0.1897453822801287,"score_gpt":0.49893046947158515,"score_spread":0.30918508719145643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955114448","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0026163708,0.98915726,0.0000066831517,0.0004884376,0.0017429423,0.0038068718,0.000018137727,0.00004887034,0.0021144198],"genre_scores_gemma":[0.00010177665,0.9929575,0.0037446201,0.00010671576,0.0012723865,0.00024657656,0.00028768842,0.00010740934,0.0011753426],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99369437,0.00094207213,0.0030458185,0.0011107477,0.0007042191,0.0005027745],"domain_scores_gemma":[0.9861447,0.011555572,0.0009436213,0.0010045836,0.00015442203,0.00019708373],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0067078634,0.0006108167,0.0051705795,0.0012390093,0.000035792233,0.000012038746,0.00020086706,0.000828038,0.00011760299],"category_scores_gemma":[0.024600161,0.00047799543,0.00034839383,0.0016401877,0.00020064492,0.000080573336,0.00014328158,0.0015902218,0.00005909833],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031466967,0.000072830146,0.004327247,0.037894364,0.00006287015,0.000035656136,0.0008453267,0.0000025058087,4.667916e-7,0.00003056277,0.00053931156,0.9561574],"study_design_scores_gemma":[0.010389113,0.004554099,0.007211265,0.17943291,0.0045788824,0.00012731442,0.00093504105,0.000990473,9.576033e-8,0.00055755844,0.7901949,0.0010283234],"about_ca_topic_score_codex":0.00014740964,"about_ca_topic_score_gemma":0.00002228852,"teacher_disagreement_score":0.9551291,"about_ca_system_score_codex":0.00057402375,"about_ca_system_score_gemma":0.0007641852,"threshold_uncertainty_score":0.9997672},"labels":[],"label_agreement":null},{"id":"W2955251012","doi":"10.5770/cgj.22.369","title":"Highlights of the Canadian Frailty Network (CFN) Highly Qualified Personnel Poster Session","year":2019,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Session (web analytics); Gerontology; World Wide Web","score_opus":0.020668505379190728,"score_gpt":0.2464262580739315,"score_spread":0.22575775269474077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955251012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91870993,0.0008928914,0.000013257561,0.046841227,0.007354984,0.0008087182,0.0001310506,0.000023281273,0.025224661],"genre_scores_gemma":[0.9849821,0.0000559459,0.00030041658,0.0037806777,0.0014985405,0.000002819888,0.000020813068,0.000055704186,0.009302993],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99736094,0.00015693299,0.0005753436,0.0002885712,0.00061864295,0.0009995621],"domain_scores_gemma":[0.99625194,0.00008736822,0.0003201094,0.0006638559,0.00047849977,0.0021982081],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005697178,0.00026829488,0.00044828453,0.000516155,0.0006072224,0.00011682164,0.0005010448,0.0003636297,0.0011728512],"category_scores_gemma":[0.0002090689,0.00019266794,0.00027454022,0.0007968638,0.000083420884,0.00015808964,0.000038386406,0.0009132512,0.00020548064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024293181,0.00008121029,0.24846083,0.00028515307,0.00047108225,0.00095456815,0.007923958,0.0006859716,0.0016137365,0.0033276652,0.7317736,0.0041793054],"study_design_scores_gemma":[0.004530847,0.00037967841,0.32545975,0.000803873,0.00034696417,0.0025285818,0.00094914116,0.00028820158,0.0007435792,0.00057275745,0.66260713,0.00078947714],"about_ca_topic_score_codex":0.5339503,"about_ca_topic_score_gemma":0.9423061,"teacher_disagreement_score":0.4083558,"about_ca_system_score_codex":0.0016456891,"about_ca_system_score_gemma":0.007268098,"threshold_uncertainty_score":0.9997402},"labels":[],"label_agreement":null},{"id":"W2955327041","doi":"10.1016/j.jcjd.2019.07.001","title":"Frailty and Diabetes in Older Hospitalized Adults: The Case for Routine Frailty Assessment","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Frailty in Older Adults","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Diabetes mellitus; Multivariate analysis; Emergency medicine; Mortality rate; Internal medicine; Pediatrics","score_opus":0.012836905259693525,"score_gpt":0.2675367715804813,"score_spread":0.2546998663207878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955327041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880342,0.0018978167,0.0000061002174,0.008109123,0.0005053408,0.0009922625,0.00010173664,0.000007982153,0.00034547577],"genre_scores_gemma":[0.9973207,0.000011870487,0.000737849,0.0013581832,0.00021219676,0.000031852513,0.000015899697,0.000041174448,0.0002702815],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998245,0.000077894765,0.0005974402,0.00023924891,0.00019653347,0.00064387114],"domain_scores_gemma":[0.99793404,0.0004556627,0.00026886136,0.00034342718,0.00031590223,0.00068210746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069058815,0.00023992184,0.00060627353,0.00030860404,0.000106392705,0.000085372005,0.00020250617,0.00013994557,0.00029124445],"category_scores_gemma":[0.0005621847,0.00016911479,0.00016473814,0.00022899873,0.00015762019,0.00021905119,0.000022343991,0.00046492586,0.0000060851307],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010737501,0.000041540174,0.9890163,0.00021651319,0.00013394692,0.0001574942,0.00059098605,0.0000084492,0.00016143474,0.000074380434,0.003221814,0.006366407],"study_design_scores_gemma":[0.008205955,0.0010360494,0.9814169,0.0011674195,0.00016175988,0.00013268828,0.0011364707,0.0016479085,0.00039160257,0.00041744043,0.004023115,0.00026268],"about_ca_topic_score_codex":0.0010379021,"about_ca_topic_score_gemma":0.011900396,"teacher_disagreement_score":0.010862494,"about_ca_system_score_codex":0.0002515685,"about_ca_system_score_gemma":0.00078858517,"threshold_uncertainty_score":0.6896301},"labels":[],"label_agreement":null},{"id":"W2955837354","doi":"10.1080/0886022x.2019.1628061","title":"Frailty in hemodialysis and prediction of poor short-term outcome: mortality, hospitalization and visits to hospital emergency services","year":2019,"lang":"en","type":"article","venue":"Renal Failure","topic":"Frailty in Older Adults","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hemodialysis; Comorbidity; Hazard ratio; Emergency department; Observational study; Kidney disease; Proportional hazards model; Population; Incidence (geometry); Prospective cohort study; Emergency medicine; Internal medicine; Confidence interval","score_opus":0.01430382147423936,"score_gpt":0.2841600399578765,"score_spread":0.2698562184836371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2955837354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973033,0.00018047127,0.00010417635,0.0013048652,0.00015109904,0.0006983097,0.00007409584,0.00003490983,0.00014874623],"genre_scores_gemma":[0.99901587,0.000074804084,0.0003658956,0.000063505904,0.00007864796,0.000015313972,0.00013564165,0.00001992431,0.00023040373],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986292,0.000026143658,0.00045330738,0.00036621137,0.00033981912,0.00018532116],"domain_scores_gemma":[0.9993754,0.000015941754,0.00008175696,0.00026234603,0.00011934063,0.00014521647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013813753,0.00017307301,0.00038068846,0.00019360395,0.000023017368,0.00001526392,0.00007277594,0.00014151423,0.00010983539],"category_scores_gemma":[0.00004222379,0.0001579444,0.000055946137,0.00034090393,0.00002085636,0.00022832867,0.00009246764,0.00012078444,0.000009700138],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029550882,0.00008674299,0.98526525,0.0005418674,0.00007247409,0.0000070769065,0.0011131207,0.000023935336,0.011314631,0.000031661275,0.00016963406,0.0013440414],"study_design_scores_gemma":[0.000849327,0.00043723304,0.99547863,0.00028055403,0.00012317131,0.000008996922,0.0002502398,0.0009307127,0.0012832028,0.000042727625,0.00017938192,0.0001358453],"about_ca_topic_score_codex":0.00020215583,"about_ca_topic_score_gemma":0.0005626572,"teacher_disagreement_score":0.010213344,"about_ca_system_score_codex":0.000036670244,"about_ca_system_score_gemma":0.000016763739,"threshold_uncertainty_score":0.6440786},"labels":[],"label_agreement":null},{"id":"W2956024101","doi":"10.5770/cgj.22.357","title":"The Pictorial Fit-Frail Scale: Developing a Visual Scale to Assess Frailty","year":2019,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Lakehead University; NSCAD University; Emera (Canada); Nova Scotia Health Authority; Dalhousie University","funders":"Kementerian Kesihatan Malaysia; Nova Scotia Health Research Foundation; QEII Foundation; Health Sciences Centre Foundation","keywords":"Medicine; Content validity; Scale (ratio); Operationalization; Face validity; Usability; Reliability (semiconductor); Predictive validity; Validity; Malay; Psychometrics; Applied psychology; Clinical psychology; Psychology; Human–computer interaction; Computer science","score_opus":0.03446875678092063,"score_gpt":0.30516469989660394,"score_spread":0.2706959431156833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956024101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95354277,0.00042102815,0.0011002515,0.023323458,0.013725225,0.000877172,0.000041124844,0.000054994303,0.0069140056],"genre_scores_gemma":[0.96557456,0.00018244122,0.0074691586,0.005384598,0.009298692,0.00002482567,0.000019648749,0.00012768211,0.011918415],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971237,0.0001042043,0.00058733573,0.00035338147,0.00074608246,0.0010852996],"domain_scores_gemma":[0.99647874,0.00023540594,0.000172905,0.0004614648,0.00059967703,0.0020518356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008892078,0.00028029998,0.00039770798,0.00046984397,0.0006803214,0.00045821365,0.00051626324,0.00024590743,0.00042115708],"category_scores_gemma":[0.00074251683,0.00022204765,0.00017310171,0.00089751807,0.000058235895,0.0001868207,0.000080720565,0.00093826785,0.000736999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007821007,0.00012169287,0.19870271,0.00018669499,0.00044562574,0.000908621,0.0034739526,0.00014386296,0.003632749,0.00061920064,0.6393865,0.15159632],"study_design_scores_gemma":[0.002372303,0.00031489463,0.13757426,0.00017768418,0.000084763444,0.0012990397,0.00049886625,0.00013233055,0.0004405276,0.00019089328,0.85643756,0.0004768805],"about_ca_topic_score_codex":0.003624453,"about_ca_topic_score_gemma":0.065176144,"teacher_disagreement_score":0.21705109,"about_ca_system_score_codex":0.0017099804,"about_ca_system_score_gemma":0.0053993384,"threshold_uncertainty_score":0.95781946},"labels":[],"label_agreement":null},{"id":"W2958321478","doi":"10.1016/j.jgo.2019.06.012","title":"Integrating Nurses and Allied Health Professionals in the care of older adults with cancer: A report from the International Society of Geriatric Oncology Nursing and Allied Health Interest Group","year":2019,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; University of Toronto","funders":"","keywords":"Medicine; Geriatric oncology; Health professionals; Interest group; Family medicine; Nursing; Health care; Cancer; Gerontology; Internal medicine","score_opus":0.01989232253070602,"score_gpt":0.3723806236741579,"score_spread":0.3524883011434519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2958321478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9192267,0.01014581,0.000078812314,0.06796944,0.0011683428,0.0011402288,0.000032169133,0.000005829307,0.00023266062],"genre_scores_gemma":[0.98738766,0.0031921123,0.0063583828,0.0024043624,0.00052614766,0.000022154516,0.00003522565,0.000021894128,0.000052045187],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99690163,0.00047633253,0.0015463999,0.00030355982,0.0004704579,0.000301616],"domain_scores_gemma":[0.99478865,0.0013644457,0.0030076955,0.00024702452,0.0004628289,0.00012934508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001647844,0.00021476598,0.0011256534,0.00018445743,0.00007760877,0.000013989086,0.0003047443,0.00019767543,0.00005098654],"category_scores_gemma":[0.000211918,0.00011654687,0.00012919163,0.00033429643,0.00023199843,0.00011984113,0.000074740594,0.0008524932,3.3809263e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007824897,0.0026987032,0.2807394,0.0013382711,0.00091850455,0.00022444359,0.28649312,0.00002773775,0.0014548954,0.00019176703,0.06762621,0.35046205],"study_design_scores_gemma":[0.022000886,0.013075412,0.70111245,0.008343287,0.00034385733,0.004643296,0.23784293,0.0003390503,0.00011597065,0.0001604911,0.011734018,0.0002883343],"about_ca_topic_score_codex":0.0016502959,"about_ca_topic_score_gemma":0.0020130456,"teacher_disagreement_score":0.42037308,"about_ca_system_score_codex":0.0011105653,"about_ca_system_score_gemma":0.0034775417,"threshold_uncertainty_score":0.616901},"labels":[],"label_agreement":null},{"id":"W2958713817","doi":"10.1016/j.mad.2019.111123","title":"Spelunking the biology of frailty","year":2019,"lang":"en","type":"editorial","venue":"Mechanisms of Ageing and Development","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Gerontology; Biology; Medicine","score_opus":0.02044670810897362,"score_gpt":0.27913971435560475,"score_spread":0.2586930062466311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2958713817","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009705547,0.0018517906,0.021674996,0.000578632,0.9613464,0.001280743,0.000099792494,0.00008167748,0.0033804276],"genre_scores_gemma":[0.24957164,0.0018798242,0.19767848,0.00057403446,0.5224755,0.00012855936,0.0020141387,0.0004100489,0.025267787],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99826443,0.000045747474,0.00057156215,0.00034519527,0.000523628,0.00024945513],"domain_scores_gemma":[0.9983512,0.0005611031,0.00039159213,0.00039576043,0.00024290617,0.000057405563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006035748,0.00026120336,0.00072799035,0.00014145202,0.00005842837,0.000009216137,0.00021624834,0.00052896445,0.00006300671],"category_scores_gemma":[0.0005430132,0.00017610715,0.00007461062,0.000084354506,0.00008891747,0.000020088462,0.00022666757,0.00047810032,0.000016986089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003465799,0.00022683505,0.00018909507,0.004876604,0.0012501241,0.00008033153,0.004871567,0.000006365869,0.02289064,0.0027018108,0.87543607,0.08712397],"study_design_scores_gemma":[0.0014429182,0.0004249499,0.0004474439,0.0019930794,0.00012796753,0.0000093028975,0.000254189,0.00001016207,0.049089808,0.0018121041,0.9441031,0.00028492717],"about_ca_topic_score_codex":0.000126919,"about_ca_topic_score_gemma":0.000020607991,"teacher_disagreement_score":0.4388709,"about_ca_system_score_codex":0.000066233035,"about_ca_system_score_gemma":0.000653356,"threshold_uncertainty_score":0.7181441},"labels":[],"label_agreement":null},{"id":"W2958809382","doi":"10.1002/cl2.38","title":"PROTOCOL: Personal assistance for non‐demented older adults (65+) with impairments","year":2007,"lang":"en","type":"article","venue":"Campbell Systematic Reviews","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Gerontology; Population; Intellectual disability; Medicine; Psychiatry","score_opus":0.03538601747208671,"score_gpt":0.34352633060477816,"score_spread":0.30814031313269147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2958809382","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010615528,0.0018448211,0.04184898,0.00025950465,0.0003057496,0.941118,0.00002080286,0.00015783186,0.0038287553],"genre_scores_gemma":[0.093938954,0.00006653921,0.02043674,0.0016038753,0.00058140885,0.86294043,0.00010054892,0.00020854079,0.020122977],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9957314,0.00019118952,0.0019877823,0.0006432124,0.0007534818,0.00069290184],"domain_scores_gemma":[0.996817,0.0003225745,0.0011776257,0.00089834345,0.00041805723,0.00036639094],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0035078768,0.0005155309,0.0019174793,0.000130958,0.00013286325,0.00004255443,0.00024334741,0.00014118478,0.00014959782],"category_scores_gemma":[0.0008318346,0.00030614188,0.00038610364,0.00039893627,0.00007489908,0.00013668195,0.000032605527,0.00020704685,0.000286743],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011970538,0.0007951623,0.0061265207,0.9520286,0.00037525388,0.000114772716,0.0036239037,1.9366776e-7,0.0003247211,0.000029454353,0.030204536,0.0051798737],"study_design_scores_gemma":[0.036203858,0.004061909,0.017848365,0.7637554,0.0017332959,0.0014791752,0.0031401028,0.0012580254,0.0010961774,0.000017298253,0.16781509,0.0015913042],"about_ca_topic_score_codex":0.000009629247,"about_ca_topic_score_gemma":0.000046589164,"teacher_disagreement_score":0.18827316,"about_ca_system_score_codex":0.00033544388,"about_ca_system_score_gemma":0.00011846458,"threshold_uncertainty_score":0.9999391},"labels":[],"label_agreement":null},{"id":"W2959007857","doi":"10.1016/j.jgo.2019.07.011","title":"Perspectives on Geriatric Oncology Research presented at the 2019 American Society of Clinical Oncology (ASCO) Annual Meeting","year":2019,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"National Institute on Aging","keywords":"Medicine; Clinical Oncology; Geriatric oncology; Oncology; Internal medicine; Family medicine; Medical physics; Cancer","score_opus":0.07523450700872274,"score_gpt":0.47513735801103457,"score_spread":0.3999028510023118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2959007857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91512114,0.0023412716,0.000020647187,0.057853162,0.0026101617,0.001184502,0.000037812595,0.000026982945,0.02080433],"genre_scores_gemma":[0.95552766,0.011228081,0.0083561195,0.0018050395,0.007221952,0.000027855496,0.000015498501,0.00011814299,0.015699627],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98922133,0.004544654,0.0029956447,0.00070670736,0.001506283,0.001025361],"domain_scores_gemma":[0.9780147,0.014041797,0.0036918554,0.00084769016,0.0029073006,0.00049666036],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01374159,0.00037001987,0.0028212783,0.000730701,0.00022665193,0.000015483898,0.00087686145,0.00085753825,0.0007836367],"category_scores_gemma":[0.004963055,0.00024754438,0.0012140742,0.0017774908,0.0018305586,0.00016927409,0.00060796464,0.0037086457,0.00032332385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019480016,0.006369096,0.04860388,0.00017369897,0.0019801261,0.00051493506,0.013684892,0.00023957764,0.010764149,0.00015237082,0.78216535,0.1158719],"study_design_scores_gemma":[0.015945103,0.080783024,0.12903479,0.00012681293,0.0006429459,0.0023473254,0.045842834,0.0001859923,0.0005556136,0.00009904465,0.72411025,0.0003262494],"about_ca_topic_score_codex":0.000509117,"about_ca_topic_score_gemma":0.00011668221,"teacher_disagreement_score":0.11554565,"about_ca_system_score_codex":0.0033360377,"about_ca_system_score_gemma":0.0060378877,"threshold_uncertainty_score":0.9999977},"labels":[],"label_agreement":null},{"id":"W2959519607","doi":"10.1093/ageing/afz084","title":"Acceptability of older patients’ self-assessment in the Emergency Department (ACCEPTED)—a randomised cross-over pilot trial","year":2019,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sunnybrook Health Science Centre; Centre for Interdisciplinary Research in Rehabilitation; Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Centres Intégré Universitaires de Santé et de Services Sociaux; University of Toronto; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université Laval; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean","funders":"","keywords":"Medicine; Emergency department; Crossover study; Randomized controlled trial; Physical therapy; Thematic analysis; Montreal Cognitive Assessment; Cognition; Cognitive impairment; Internal medicine; Qualitative research; Alternative medicine; Psychiatry","score_opus":0.014905452746319343,"score_gpt":0.3111269873233354,"score_spread":0.29622153457701605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2959519607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918416,0.00007791424,0.000019961039,0.000106494794,0.0003834565,0.0027656993,0.000006548157,0.000021997059,0.004776315],"genre_scores_gemma":[0.99924356,0.00006328604,0.00018127305,0.00016231026,0.000083196515,0.000090939575,0.00003075718,0.000012644291,0.00013200656],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848825,0.00013862015,0.0005214921,0.00027593868,0.00035226851,0.00022345428],"domain_scores_gemma":[0.9992111,0.0001782353,0.00013196593,0.00037028574,0.00005496681,0.000053497493],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005155455,0.0001509431,0.0003505595,0.00005092879,0.000047772475,0.00002368231,0.000117787415,0.0000525442,0.002101288],"category_scores_gemma":[0.00007909516,0.000098620454,0.00010336163,0.00014586403,0.000032542346,0.00013471504,0.00006502421,0.00020148966,0.000008077362],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.017269375,0.0024412628,0.9520646,0.00036155878,0.00012753601,0.00022894665,0.004108802,0.000006296422,0.000597407,0.00003994962,0.00062263774,0.02213166],"study_design_scores_gemma":[0.15562154,0.0007443263,0.84282845,0.00003280627,0.000054959004,8.9183465e-7,0.00013241809,0.00005306523,0.00008504834,0.000038250764,0.00031982388,0.00008841121],"about_ca_topic_score_codex":0.00013585266,"about_ca_topic_score_gemma":0.000050197174,"teacher_disagreement_score":0.13835217,"about_ca_system_score_codex":0.000059293543,"about_ca_system_score_gemma":0.00004121472,"threshold_uncertainty_score":0.99881095},"labels":[],"label_agreement":null},{"id":"W2960098457","doi":"10.3390/healthcare7030091","title":"Long-Term Care Admissions Following Hospitalization: The Role of Social Vulnerability","year":2019,"lang":"en","type":"article","venue":"Healthcare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Social vulnerability; Odds ratio; Odds; Confidence interval; Medicine; Logistic regression; Vulnerability (computing); Demography; Gerontology; Frailty Index; Internal medicine; Psychological intervention; Psychiatry","score_opus":0.016049624974556646,"score_gpt":0.3337888564730657,"score_spread":0.3177392314985091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2960098457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824143,0.0027315144,0.00000768272,0.011422507,0.0004051738,0.0009216826,0.00002754897,0.00006137747,0.0020082013],"genre_scores_gemma":[0.99845755,0.000012538317,0.000047147107,0.0005905582,0.0001779395,0.000024429732,0.00011692892,0.00002220322,0.0005506811],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879795,0.00010215094,0.00028108284,0.00023153449,0.00035496376,0.00023231992],"domain_scores_gemma":[0.99899036,0.00006323239,0.000088076544,0.00044596015,0.00024663954,0.0001657135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012258386,0.00011471487,0.00026823548,0.000034380242,0.00017819837,0.000008103039,0.000120354234,0.00012645911,0.00035115163],"category_scores_gemma":[0.0001716032,0.000082599094,0.0001686708,0.00019838197,0.000035015677,0.000053997403,0.00005181442,0.00023759183,0.000034794903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030458543,0.000040466974,0.9772491,0.0006978182,0.000024580033,0.0000049187497,0.008221551,0.0000012914287,0.00020771708,0.0005096365,0.00015477464,0.012857704],"study_design_scores_gemma":[0.0007466533,0.00023581319,0.9899754,0.000300433,0.00004237851,0.000007928346,0.005431912,0.000027020928,0.0006910877,0.00012049332,0.0023261362,0.00009475656],"about_ca_topic_score_codex":0.00018115337,"about_ca_topic_score_gemma":0.00016424808,"teacher_disagreement_score":0.016043263,"about_ca_system_score_codex":0.0001377426,"about_ca_system_score_gemma":0.00037219177,"threshold_uncertainty_score":0.3844864},"labels":[],"label_agreement":null},{"id":"W2960743077","doi":"10.1093/ageing/afz056.02","title":"52DESIGNING A FRAILTY SCREENING TOOLKIT TO TRIAGE PATIENTS SEEN IN TRANSCATHERTER AORTIC VALVE IMPLANTATION (TAVI) CLINIC","year":2019,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Triage; Cardiology; Aortic valve; Internal medicine; Aortic valve stenosis; Emergency medicine; Medical emergency","score_opus":0.03161006436720508,"score_gpt":0.30080649871263254,"score_spread":0.26919643434542745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2960743077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952508,0.000056080476,0.0020428575,0.00021057377,0.00011036336,0.0008442548,0.0000060276616,0.00004777499,0.0014312521],"genre_scores_gemma":[0.99581885,0.000015535748,0.00180055,0.0011550371,0.00006818077,0.00002241734,0.000052011907,0.000030173194,0.0010372598],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986497,0.00006478346,0.000395654,0.00035084187,0.00021777822,0.00032125245],"domain_scores_gemma":[0.99937016,0.00019883887,0.000070625945,0.00020208799,0.000031315445,0.00012697386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027485253,0.0001655978,0.00033580392,0.00016546168,0.000047742888,0.000043170356,0.00007152924,0.00009520418,0.00015229352],"category_scores_gemma":[0.00011235581,0.00015139366,0.00010136584,0.00020829568,0.000013935095,0.0002084085,0.000029403727,0.00023853219,0.00012967263],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056614453,0.00021092723,0.42234018,0.00032279443,0.00014045912,0.0012353695,0.016897032,0.000028130173,0.018895917,0.0000056351596,0.00029504063,0.5390624],"study_design_scores_gemma":[0.004856826,0.00049892964,0.99177724,0.0008602659,0.000079107034,0.000010175404,0.00041455287,0.0003460683,0.00046414055,0.000047871443,0.00043338767,0.00021141289],"about_ca_topic_score_codex":0.00021517041,"about_ca_topic_score_gemma":0.00006652137,"teacher_disagreement_score":0.5694371,"about_ca_system_score_codex":0.00003460521,"about_ca_system_score_gemma":0.000017935574,"threshold_uncertainty_score":0.6173654},"labels":[],"label_agreement":null},{"id":"W2963149346","doi":"10.1159/000501333","title":"Frailty Assessment in Animal Models","year":2019,"lang":"en","type":"review","venue":"Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Killam Trusts; Dalhousie University; Nova Scotia Health Research Foundation; Dalhousie Medical Research Foundation","keywords":"Frailty Index; Gerontology; Medicine; Healthy aging; Psychological intervention; Animal model; Frailty syndrome; MEDLINE; Biology; Psychiatry","score_opus":0.2566879004473489,"score_gpt":0.45246706657643976,"score_spread":0.19577916612909085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963149346","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017721883,0.9593073,0.0002022386,0.0003999206,0.0005982493,0.0015405372,0.000031633834,0.000067981586,0.03783439],"genre_scores_gemma":[0.000115032504,0.99062604,0.0018475621,0.0002039648,0.00019737345,0.00020720398,0.00025541373,0.00007696332,0.0064704716],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973396,0.00022450736,0.00084080675,0.0007249095,0.00025963294,0.00061052776],"domain_scores_gemma":[0.998434,0.00023039013,0.00026442832,0.0008849154,0.000052513722,0.00013375033],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024337282,0.0004859783,0.0033706934,0.00031348877,0.00001799534,0.00001054029,0.00029334408,0.0009487525,0.00048287064],"category_scores_gemma":[0.00005915144,0.000404091,0.00040838617,0.00018836772,0.00008403722,0.000080058984,0.00014707529,0.0012528998,0.00057283265],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002017547,0.00015192757,0.000048423975,0.015630726,0.00016642478,0.00028828095,0.000071043236,0.0000022284253,3.1818456e-7,0.0019016126,0.0039572213,0.9777616],"study_design_scores_gemma":[0.0010328109,0.00042031426,0.00021982104,0.009220476,0.00068581774,0.00070874626,0.000015886964,0.00026843487,8.733074e-8,0.00021073442,0.9868714,0.00034547684],"about_ca_topic_score_codex":0.00015781839,"about_ca_topic_score_gemma":0.0002769117,"teacher_disagreement_score":0.98291415,"about_ca_system_score_codex":0.00064493134,"about_ca_system_score_gemma":0.0010935873,"threshold_uncertainty_score":0.9998411},"labels":[],"label_agreement":null},{"id":"W2963423799","doi":"10.1017/s0714980819000205","title":"Assessing the Quality of Care Provided to Older Persons with Frailty in Five Canadian Provinces, Using Administrative Data","year":2019,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut National de Santé Publique du Québec; Université Laval; The Quebec Population Health Research Network; Dalhousie University; University of Toronto; St. Michael's Hospital; University of British Columbia","funders":"Canadian Frailty Network; Government of Canada","keywords":"Political science; Humanities; Art","score_opus":0.06307195664338612,"score_gpt":0.3412924927350564,"score_spread":0.2782205360916703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963423799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9357205,0.004428491,0.00006008513,0.04893327,0.002332815,0.0027828251,0.002298146,0.000009789545,0.003434073],"genre_scores_gemma":[0.9931087,0.00003940871,0.0012065525,0.0025379641,0.00065649685,0.000028121322,0.00020142739,0.00011450952,0.0021068219],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9940918,0.0009032079,0.0012362044,0.0010422838,0.00043956088,0.002286909],"domain_scores_gemma":[0.9905131,0.00054213236,0.0006854796,0.0016965403,0.0007691119,0.0057936204],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026025698,0.0006708268,0.00104977,0.001052184,0.0006399787,0.00053795293,0.0013664823,0.0002665026,0.0007786662],"category_scores_gemma":[0.0016796347,0.00057346333,0.0001464898,0.0011081172,0.0003471876,0.0007020411,0.00008483415,0.0017090779,0.000026945278],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00028256333,0.00030809175,0.5399174,0.0054110596,0.0015750162,0.018009622,0.3341325,0.018049898,0.00049877696,0.004875401,0.01563921,0.061300483],"study_design_scores_gemma":[0.0052942117,0.0022030552,0.3119918,0.05101544,0.00065420155,0.0031832375,0.31584305,0.006343479,0.0001806162,0.000030747553,0.3012285,0.0020316525],"about_ca_topic_score_codex":0.9435679,"about_ca_topic_score_gemma":0.9989987,"teacher_disagreement_score":0.2855893,"about_ca_system_score_codex":0.013784059,"about_ca_system_score_gemma":0.035411756,"threshold_uncertainty_score":0.9996717},"labels":[],"label_agreement":null},{"id":"W2963760270","doi":"10.1016/j.exger.2017.08.027","title":"Unifying aging and frailty through complex dynamical networks","year":2017,"lang":"en","type":"review","venue":"Experimental Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Frailty Index; Node (physics); Computer science; Exploit; Complex network; Computer security; Gerontology; Medicine; Physics","score_opus":0.3020006889765896,"score_gpt":0.47531934353092675,"score_spread":0.17331865455433715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963760270","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000047668687,0.9843691,0.00036194926,0.00019508963,0.0007007732,0.0010129473,0.000016485885,0.000132296,0.013163702],"genre_scores_gemma":[0.002042731,0.9908912,0.00302595,0.00030772,0.0006446706,0.00014443562,0.00048327463,0.000120464356,0.0023395244],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973436,0.0001927156,0.0006978189,0.00086551375,0.00021334586,0.0006870265],"domain_scores_gemma":[0.9981719,0.00018301276,0.00042408743,0.00095903163,0.000029195706,0.0002327761],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012068782,0.0006821068,0.0028715085,0.00008978045,0.000295528,0.00006698519,0.00036979464,0.00075559755,0.00040971246],"category_scores_gemma":[0.00006157167,0.0005935488,0.00037533467,0.00005648504,0.0007032022,0.00013668316,0.0004638081,0.0008777741,0.000068339425],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039534603,0.00022792605,0.00004288852,0.004565808,0.0005607478,0.0006171905,0.0006678239,4.569858e-7,0.000015033682,0.0010413717,0.0038769091,0.9883443],"study_design_scores_gemma":[0.001115882,0.00026003894,0.00006016849,0.0067411265,0.000403557,0.003030027,0.00015103651,0.00026251032,0.000006498144,0.000020370435,0.98743695,0.00051185733],"about_ca_topic_score_codex":0.00016129817,"about_ca_topic_score_gemma":0.000047989903,"teacher_disagreement_score":0.9878324,"about_ca_system_score_codex":0.00038505954,"about_ca_system_score_gemma":0.000120703415,"threshold_uncertainty_score":0.9996516},"labels":[],"label_agreement":null},{"id":"W2963925088","doi":"10.1177/0310057x19856895","title":"Retrospective frailty determination in critical illness from a review of the intensive care unit clinical record","year":2019,"lang":"en","type":"review","venue":"Anaesthesia and Intensive Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Health Services Research and Development","keywords":"Medicine; Intensive care unit; Intensive care; Medical record; Retrospective cohort study; Comorbidity; Population; Severity of illness; Emergency medicine; Intensive care medicine; Gerontology; Internal medicine","score_opus":0.11369880409943624,"score_gpt":0.42736426606709393,"score_spread":0.3136654619676577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963925088","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00185339,0.992559,0.0000037717414,0.0015075598,0.00083678577,0.0025224276,0.0002724095,0.000023550312,0.0004211053],"genre_scores_gemma":[0.003859986,0.9856054,0.00008367204,0.009563862,0.00018412259,0.000100195495,0.00041528448,0.000085280146,0.00010216187],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959977,0.00072591077,0.0015282606,0.0009426408,0.00045617655,0.0003492784],"domain_scores_gemma":[0.9815577,0.00071289676,0.000642801,0.001176809,0.015743703,0.00016607602],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021608523,0.0006162041,0.00410837,0.0001979173,0.000064087675,0.000019098976,0.00038268857,0.0007694358,0.00006576549],"category_scores_gemma":[0.02313708,0.00040836108,0.0010597819,0.0005309546,0.00063195167,0.00010002567,0.00024370021,0.0015831529,0.000037782014],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036316236,0.000015677015,0.010885306,0.073601745,0.00010284558,0.00016177475,0.002218803,3.4790135e-9,1.3017389e-7,0.00005217202,0.0020586976,0.91086656],"study_design_scores_gemma":[0.0006806461,0.0007915541,0.012318521,0.45584553,0.0030028867,0.00013376154,0.023193546,0.0000034046052,0.0000030377541,0.00004087316,0.5035109,0.00047536488],"about_ca_topic_score_codex":0.00039787512,"about_ca_topic_score_gemma":0.00021579457,"teacher_disagreement_score":0.91039115,"about_ca_system_score_codex":0.00038139574,"about_ca_system_score_gemma":0.0006504103,"threshold_uncertainty_score":0.9998368},"labels":[],"label_agreement":null},{"id":"W2963982118","doi":"10.1159/000501168","title":"Exploring Cognitive Frailty: Prevalence and Associations with Other Frailty Domains in Older People with Different Degrees of Cognitive Impairment","year":2019,"lang":"en","type":"article","venue":"Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Gerontology; Clinical Dementia Rating; Dementia; Cognitive decline; Cognitive impairment; Medicine; Effects of sleep deprivation on cognitive performance; Montreal Cognitive Assessment; Psychology; Psychiatry; Disease; Internal medicine","score_opus":0.06217671148748176,"score_gpt":0.29978277368220374,"score_spread":0.23760606219472197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963982118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958645,0.00024768763,0.00061868725,0.00036340722,0.000060955164,0.001473216,0.0001037002,0.000037136055,0.0012307038],"genre_scores_gemma":[0.9984382,0.0000662426,0.00035506257,0.00013684931,0.000027029384,0.00028307387,0.000032944798,0.000032752665,0.00062786933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998467,0.00011093835,0.00029014488,0.00043803427,0.00029375736,0.00040011664],"domain_scores_gemma":[0.9986587,0.0006522083,0.00019626174,0.00019917083,0.00018619387,0.00010744945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011363812,0.00024697898,0.0006216366,0.00014471918,0.000038812406,0.000008075774,0.00006660931,0.00011065733,0.00026123686],"category_scores_gemma":[0.00012251514,0.00017913162,0.000038030383,0.00016094376,0.00018827558,0.00017040562,0.000053898795,0.00025620984,0.000013366068],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007361828,0.00049467076,0.98310786,0.00025802976,0.00025121088,0.000019550807,0.013853202,0.0000044217954,0.00010204061,0.00007717089,0.000011109239,0.0010845516],"study_design_scores_gemma":[0.008990206,0.0022706273,0.9819212,0.0015374274,0.00022982445,0.000069790636,0.0041161045,0.00005885978,0.0005771515,0.000017891714,0.0000074160876,0.00020350762],"about_ca_topic_score_codex":0.0005774094,"about_ca_topic_score_gemma":0.009885324,"teacher_disagreement_score":0.009737097,"about_ca_system_score_codex":0.000119865355,"about_ca_system_score_gemma":0.00008993357,"threshold_uncertainty_score":0.7304776},"labels":[],"label_agreement":null},{"id":"W2964053952","doi":"10.1038/s41598-019-47087-7","title":"Systems biology and network pharmacology of frailty reveal novel epigenetic targets and mechanisms","year":2019,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Secretaría de Ciencia, Tecnología e Innovación del Distrito Federal","keywords":"Interactome; Myostatin; Epigenetics; Glucocorticoid receptor; Bioinformatics; Biology; Systems biology; Gene regulatory network; Cancer; Computational biology; Medicine; Gene; Genetics; Gene expression","score_opus":0.01839414978146044,"score_gpt":0.2903307464271789,"score_spread":0.27193659664571845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964053952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754301,0.0029938228,0.001792911,0.00027662123,0.017484363,0.0010806314,0.000008899716,0.000041808697,0.0008908536],"genre_scores_gemma":[0.9909873,0.000022902359,0.0023414511,0.000076602715,0.00015355925,0.000017844724,0.000039626997,0.000016974216,0.006343736],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980727,0.00005075227,0.0005616436,0.00072321884,0.00022745196,0.00036425042],"domain_scores_gemma":[0.99872935,0.00007771992,0.0003374501,0.0005030709,0.00017383792,0.0001785503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001165881,0.00015166422,0.00047750954,0.00012197833,0.00008569818,0.000028726145,0.000060883027,0.00014442009,0.00011962311],"category_scores_gemma":[0.000087278735,0.00012842061,0.000042575975,0.00023022246,0.00035910602,0.000050864957,0.00012328787,0.00013286456,0.000010717203],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036065958,0.00008143464,0.039278083,0.00035928583,0.00008918728,0.00011806947,0.00020785938,0.00010111936,0.94521916,0.0007020762,0.012975534,0.0008321418],"study_design_scores_gemma":[0.012186884,0.0041826866,0.18672793,0.0021969362,0.0013701428,0.02320623,0.0008461383,0.01272587,0.4291208,0.060414657,0.26480466,0.002217036],"about_ca_topic_score_codex":0.00006149842,"about_ca_topic_score_gemma":0.000005461343,"teacher_disagreement_score":0.5160983,"about_ca_system_score_codex":0.000024350884,"about_ca_system_score_gemma":0.00011090756,"threshold_uncertainty_score":0.5236841},"labels":[],"label_agreement":null},{"id":"W2964063034","doi":"10.1111/jgs.16066","title":"Recurrent Measurement of Frailty Is Important for Mortality Prediction: Findings from the North West Adelaide Health Study","year":2019,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Resthaven Incorporated","keywords":"Medicine; Gerontology","score_opus":0.05203056100044564,"score_gpt":0.3218601901875629,"score_spread":0.2698296291871173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964063034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845172,0.0010042744,0.00033466937,0.011011493,0.0012113383,0.0015242358,0.00037569544,0.000012140549,0.000008933934],"genre_scores_gemma":[0.9950165,0.000850449,0.0013826081,0.0020767606,0.0005824899,0.000013220451,0.0000068644567,0.000028543263,0.00004256648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961573,0.00016786235,0.0013900532,0.00026055548,0.0017120484,0.00031219807],"domain_scores_gemma":[0.99511135,0.0002554647,0.0028900662,0.00075344025,0.00081418623,0.00017549221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023361885,0.00022134645,0.00084321224,0.000032644435,0.00017537217,0.000023475075,0.0005241155,0.000044270375,0.000042688156],"category_scores_gemma":[0.00036717695,0.00012405339,0.0009566159,0.0006376936,0.00016430771,0.00008767909,0.00012090443,0.00060791883,0.00000196358],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022995801,0.00058785855,0.92612225,0.00007000031,0.0009561171,8.7641075e-7,0.0064316667,0.00003079509,0.00025542793,0.000001194054,0.0640732,0.0012406913],"study_design_scores_gemma":[0.0024856613,0.002991393,0.9837052,0.00012848155,0.0006291839,0.000018240964,0.005898321,0.0002165976,0.00011515144,0.000036637513,0.0036685683,0.000106524356],"about_ca_topic_score_codex":0.0008866409,"about_ca_topic_score_gemma":0.00016723141,"teacher_disagreement_score":0.060404625,"about_ca_system_score_codex":0.00064130954,"about_ca_system_score_gemma":0.0009562057,"threshold_uncertainty_score":0.50587505},"labels":[],"label_agreement":null},{"id":"W2964462073","doi":"10.1016/j.amjcard.2019.07.003","title":"Relation of Frailty to Outcomes in Patients With Acute Coronary Syndromes","year":2019,"lang":"en","type":"article","venue":"The American Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"Research and Development","keywords":"Medicine; Confidence interval; Acute coronary syndrome; Odds ratio; Internal medicine; Logistic regression; Percutaneous coronary intervention; Cohort; Myocardial infarction","score_opus":0.011786047435236134,"score_gpt":0.27204749675221773,"score_spread":0.2602614493169816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964462073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972452,0.000022041964,0.00016627621,0.0017779084,0.00017330643,0.0002436052,0.0000053984677,0.000003815382,0.00036246033],"genre_scores_gemma":[0.99865264,0.000013678393,0.0007309772,0.0004179874,0.000028598097,0.0000015784917,0.0000026071184,0.000012167615,0.00013977212],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999001,0.00015145444,0.00035504808,0.00008925105,0.0002548794,0.000148328],"domain_scores_gemma":[0.9988772,0.00020666614,0.0004084208,0.00026585098,0.00017858914,0.000063261024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023656318,0.000094867915,0.0008291481,0.00015738736,0.000009289336,0.0000014467106,0.0001482741,0.00002638407,0.000013756701],"category_scores_gemma":[0.00008624635,0.000051587995,0.00010552229,0.00020945485,0.00017461576,0.000053079628,0.000033618784,0.00023479783,0.000015844313],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018587118,0.000025148274,0.99134976,0.000004735396,0.00049870205,0.000047726066,0.0002626148,0.000685126,0.00020369375,0.00000913402,0.00017231324,0.004882349],"study_design_scores_gemma":[0.0019530031,0.0065025734,0.99030286,0.00006873698,0.00013173146,0.0005392731,0.000197073,0.0000031728123,0.000023040411,0.00003345156,0.00019039256,0.000054712946],"about_ca_topic_score_codex":0.00001595665,"about_ca_topic_score_gemma":0.0000012570538,"teacher_disagreement_score":0.006477425,"about_ca_system_score_codex":0.00006243236,"about_ca_system_score_gemma":0.000074083604,"threshold_uncertainty_score":0.21036974},"labels":[],"label_agreement":null},{"id":"W2964754446","doi":"10.1590/1413-81232018248.26412017","title":"Fragilidade, perfil e cognição de idosos residentes em área de alta vulnerabilidade social","year":2019,"lang":"pt","type":"article","venue":"Ciência & Saúde Coletiva","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Gerontology; Medicine; Psychology","score_opus":0.015383077209055589,"score_gpt":0.2808356040026984,"score_spread":0.26545252679364284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964754446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96260923,0.0031769495,0.00051576877,0.011661192,0.0019312408,0.003161656,0.00032506743,0.0004850747,0.016133802],"genre_scores_gemma":[0.93313867,0.0002103344,0.00041771744,0.0060494933,0.0034801788,0.00022403272,0.00016255912,0.00036273236,0.055954292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99078023,0.0011807296,0.0015331163,0.001839112,0.0017274277,0.0029393623],"domain_scores_gemma":[0.99433285,0.0014736709,0.00064945006,0.0015723446,0.00077019277,0.0012014944],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0017915567,0.0012935817,0.0018889712,0.00047459445,0.000696823,0.0003623215,0.0012846752,0.0014473605,0.0093560815],"category_scores_gemma":[0.0035348781,0.0014081801,0.0007879112,0.0011049153,0.0005122248,0.000365477,0.00060080324,0.0028902004,0.0069972314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025612663,0.0022146644,0.44925186,0.003281845,0.001286918,0.0012426823,0.050059907,0.0001136184,0.09198422,0.0014319998,0.3651404,0.03143061],"study_design_scores_gemma":[0.01936043,0.0024643298,0.8040019,0.005657359,0.0019478644,0.0006923029,0.026864383,0.0040553277,0.045675177,0.00087069673,0.084957644,0.0034525583],"about_ca_topic_score_codex":0.0004962701,"about_ca_topic_score_gemma":0.00027647574,"teacher_disagreement_score":0.35475007,"about_ca_system_score_codex":0.0021616933,"about_ca_system_score_gemma":0.0026574256,"threshold_uncertainty_score":0.9999816},"labels":[],"label_agreement":null},{"id":"W2965095643","doi":"10.5539/gjhs.v11n9p123","title":"The Psychometric Properties of the Arabic Version of the Tilburg Frailty Indicator","year":2019,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Jordan University of Science and Technology","keywords":"Arabic; Reliability (semiconductor); Psychology; Population; Convergent validity; Social function; Clinical psychology; Validity; Psychometrics; Physical therapy; Gerontology; Medicine; Environmental health; Internal consistency; Humanities","score_opus":0.03127241028431833,"score_gpt":0.31943443912363695,"score_spread":0.28816202883931863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965095643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9771049,0.0031216205,0.0000066563093,0.017157901,0.0016307345,0.0003944772,0.0000049742607,0.00000286517,0.00057588797],"genre_scores_gemma":[0.99881196,0.00024587623,0.00008885229,0.00069429737,0.000041453444,5.566437e-7,3.5244728e-8,0.0000030562237,0.00011392517],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971175,0.00009160865,0.00060381356,0.00013156643,0.0017412547,0.00031423717],"domain_scores_gemma":[0.99770033,0.000051613028,0.001144078,0.00054812804,0.00041635445,0.00013950477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022400348,0.00008747299,0.0002745442,0.000110077766,0.00029521753,0.00001673392,0.001261292,0.00003760656,0.000015311569],"category_scores_gemma":[0.00070407504,0.000032452026,0.00013878303,0.002261667,0.0010207946,0.00015012492,0.00016229216,0.00030414286,0.000011825561],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024453315,0.00017147606,0.9543727,0.00025222433,0.00002618421,6.783113e-7,0.0003724652,0.000045308014,0.008196672,0.00021934806,0.007486126,0.028612273],"study_design_scores_gemma":[0.0008036736,0.0004865707,0.98761994,0.0008467701,0.000015603793,0.00022736593,0.00040486673,0.00004895005,0.005455523,0.00009891538,0.00395365,0.000038158],"about_ca_topic_score_codex":0.000070653354,"about_ca_topic_score_gemma":0.0000053780805,"teacher_disagreement_score":0.033247244,"about_ca_system_score_codex":0.00029813225,"about_ca_system_score_gemma":0.0022340016,"threshold_uncertainty_score":0.3963023},"labels":[],"label_agreement":null},{"id":"W2965515377","doi":"10.1200/jco.2013.31.15_suppl.9555","title":"A prospective study examining PROs and other geriatric outcomes in older adults with prostate cancer undergoing chemotherapy.","year":2013,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Prostate cancer; Grip strength; Quality of life (healthcare); Activities of daily living; Prospective cohort study; Physical therapy; Docetaxel; Clinical trial; Cancer; Internal medicine","score_opus":0.05138347619113666,"score_gpt":0.416311259775333,"score_spread":0.36492778358419636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965515377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914024,0.00029432413,0.0000112555335,0.0050257095,0.0002793735,0.0024348893,0.000001152491,0.0000142677545,0.0005366133],"genre_scores_gemma":[0.99441165,0.00019657312,0.0021476715,0.001960798,0.00033475348,0.00012804291,1.5947874e-7,0.00003988731,0.0007804571],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99706095,0.00026942696,0.0016952626,0.0003142843,0.0003608166,0.00029923074],"domain_scores_gemma":[0.9963881,0.0015356716,0.0012625665,0.0001712808,0.00039234755,0.00025004387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013532103,0.00020520772,0.0014999327,0.00019379296,0.000029831392,0.000022383656,0.00010630224,0.00020520418,0.00017107936],"category_scores_gemma":[0.0013170894,0.00012201022,0.00009260006,0.00023117325,0.00016161497,0.00021430201,0.000041583513,0.0009217241,0.000006476543],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038240224,0.0030068231,0.9257231,0.000063749576,0.00038441387,0.0002135667,0.005642129,0.0000060149946,0.000014844459,0.0000017251509,0.00019166626,0.060928],"study_design_scores_gemma":[0.041490797,0.019406317,0.9340496,0.00050187187,0.00014377745,0.00016519746,0.0038377082,0.000049934355,0.000011309861,0.00005334749,0.0001592963,0.00013084963],"about_ca_topic_score_codex":0.00038497266,"about_ca_topic_score_gemma":0.0012306069,"teacher_disagreement_score":0.060797147,"about_ca_system_score_codex":0.0002001629,"about_ca_system_score_gemma":0.0010183501,"threshold_uncertainty_score":0.49754325},"labels":[],"label_agreement":null},{"id":"W2965587449","doi":"10.1109/cbms.2019.00129","title":"Analysing the Performance of a Real-Time Healthcare 4.0 System using Shared Frailty Time to Event Models","year":2019,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Directorate for Biological Sciences; Queen's University; Queen's University Belfast","keywords":"Computer science; Event (particle physics); Health care; Healthcare system","score_opus":0.037491870722051984,"score_gpt":0.29984028689982634,"score_spread":0.2623484161777744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965587449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885762,0.000059463076,0.00033395182,0.0018093152,0.00006126974,0.0010734183,0.000023066634,0.00011213314,0.007951202],"genre_scores_gemma":[0.9854516,0.000005343658,0.0028601543,0.00031218072,0.00006978303,0.000009965262,0.000023806073,0.00003388256,0.011233319],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99822867,0.00007386944,0.0005093259,0.00032036807,0.0005285865,0.00033918716],"domain_scores_gemma":[0.9984919,0.00007196626,0.00015394973,0.00083036034,0.00028103104,0.00017078423],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003997162,0.00018073383,0.00052559417,0.00013967605,0.000074759875,0.000017305447,0.00019878842,0.00008761349,0.0007308429],"category_scores_gemma":[0.000023514445,0.00011996414,0.00013353504,0.00044757142,0.000025416697,0.00015961597,0.00010388285,0.00014792674,0.0009150658],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017581391,0.00048607503,0.026856288,0.010132543,0.0013658518,0.00004841536,0.012583649,0.27488774,0.6474265,0.0007749991,0.010478052,0.013201769],"study_design_scores_gemma":[0.0006409675,0.00032963965,0.0029918388,0.0017751293,0.000109113615,0.00005928974,0.00036563794,0.9896329,0.0038418889,0.0000039622787,0.000100916826,0.00014868859],"about_ca_topic_score_codex":0.0012274641,"about_ca_topic_score_gemma":0.000014071816,"teacher_disagreement_score":0.71474516,"about_ca_system_score_codex":0.0003300257,"about_ca_system_score_gemma":0.00017311373,"threshold_uncertainty_score":0.99986285},"labels":[],"label_agreement":null},{"id":"W2965888936","doi":"10.1590/1981-22562019022.180163","title":"Evaluation of functional disability and associated factors in the elderly","year":2019,"lang":"en","type":"article","venue":"Revista Brasileira de Geriatria e Gerontologia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Activities of daily living; Gerontology; Medicine; Poisson regression; Geriatric Depression Scale; Socioeconomic status; Depression (economics); Elderly people; Depressive symptoms; Population; Environmental health; Physical therapy; Cognition; Psychiatry","score_opus":0.05796818870776825,"score_gpt":0.31979932058577126,"score_spread":0.261831131878003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965888936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969125,0.00063289556,0.000028187616,0.0002492552,0.00015667289,0.0013737662,0.000022299098,0.000031331463,0.00059313566],"genre_scores_gemma":[0.99963033,0.000010740539,0.00007712058,0.00005068168,0.000056711677,0.000031085638,0.000074550415,0.000011954424,0.000056798282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972452,0.0008725199,0.0004959542,0.00033540427,0.0007825123,0.00026842984],"domain_scores_gemma":[0.99826735,0.00071750587,0.00023564206,0.00046897552,0.0002512422,0.00005926115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043070395,0.0001802875,0.00047530897,0.000053983993,0.00003676276,0.000033038814,0.00012852189,0.0001991705,0.00050554133],"category_scores_gemma":[0.0029802315,0.00012479107,0.00011754425,0.0002610347,0.00014437312,0.000108476874,0.00003131777,0.00026324697,0.000011160419],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011435799,0.00018616198,0.9944356,0.000115331706,0.00006411507,0.0000013341627,0.0004963979,0.000014158557,0.0014217295,0.00018662434,0.00035959514,0.0026045828],"study_design_scores_gemma":[0.0025890071,0.00042993706,0.99517536,0.000083838706,0.00028900336,0.000017372487,0.00060189446,0.0005276014,0.000053546126,0.00008337894,0.000036416437,0.00011262368],"about_ca_topic_score_codex":0.00020702885,"about_ca_topic_score_gemma":0.00018967815,"teacher_disagreement_score":0.0027179006,"about_ca_system_score_codex":0.00043622594,"about_ca_system_score_gemma":0.00025074705,"threshold_uncertainty_score":0.5535323},"labels":[],"label_agreement":null},{"id":"W2965950175","doi":"10.1097/ta.0000000000002458","title":"Prospective evaluation and comparison of the predictive ability of different frailty scores to predict outcomes in geriatric trauma patients","year":2019,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Glasgow Coma Scale; Geriatric trauma; Predictive validity; Logistic regression; Predictive value; Prospective cohort study; Frailty Index; Predictive value of tests; Injury Severity Score; Emergency medicine; Internal medicine; Poison control; Injury prevention; Surgery","score_opus":0.02071584094526964,"score_gpt":0.3428232111897066,"score_spread":0.322107370244437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965950175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973655,0.00026066197,0.000048278256,0.00039328888,0.00041802684,0.001286634,0.000058804413,0.000005627411,0.00016319605],"genre_scores_gemma":[0.99984634,0.000019678466,0.000020130135,0.000030087884,0.00005674485,0.000011015002,0.0000021788585,0.000009853361,0.0000039757883],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979272,0.0003431658,0.00071028835,0.00015337247,0.0007156962,0.00015026334],"domain_scores_gemma":[0.9976704,0.00046278458,0.00022173696,0.00022424031,0.0013175157,0.000103308055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005714821,0.0001559827,0.00055195764,0.00014313347,0.000069694666,0.0000108656095,0.00009360386,0.00009464523,0.000031960913],"category_scores_gemma":[0.001412863,0.000084362386,0.000115546645,0.00021541414,0.00026534262,0.00012540893,0.00005133704,0.00037841764,3.22599e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009740222,0.00058079255,0.98474944,0.0003650644,0.00006026732,1.0056253e-7,0.0072563286,0.000030619998,0.00031064497,0.000039061728,0.000053414016,0.0055802343],"study_design_scores_gemma":[0.0026623902,0.0051094564,0.984185,0.00031784968,0.00044576213,0.000008694093,0.0018444328,0.00015672979,0.004318002,0.00087626453,0.0000038093349,0.000071618604],"about_ca_topic_score_codex":0.00015956306,"about_ca_topic_score_gemma":0.00018910604,"teacher_disagreement_score":0.0055086156,"about_ca_system_score_codex":0.00019115678,"about_ca_system_score_gemma":0.00006703789,"threshold_uncertainty_score":0.34401983},"labels":[],"label_agreement":null},{"id":"W2966452881","doi":"10.1016/j.ejim.2019.07.031","title":"The international St-aging system as a prognostic marker in general senior population: Findings from the EPIDOS cohort study","year":2019,"lang":"en","type":"article","venue":"European Journal of Internal Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Cohort; Gerontology; Population ageing; Cohort study; Population; Internal medicine; Environmental health","score_opus":0.012385341896418593,"score_gpt":0.2722256723515854,"score_spread":0.2598403304551668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966452881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97591263,0.00041003258,0.00009188479,0.012897894,0.0038471685,0.00085175986,0.00000439389,0.00002081047,0.005963438],"genre_scores_gemma":[0.9930619,0.00003372993,0.00013040369,0.0011557881,0.0027028283,0.000004843949,0.000009169104,0.000047412108,0.0028539512],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961601,0.0007041153,0.001329227,0.0002597766,0.0012882032,0.00025859912],"domain_scores_gemma":[0.9975656,0.00093426765,0.0005995624,0.0003925532,0.0003486115,0.00015938887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042522885,0.00023138798,0.00049187196,0.00017599705,0.000081057915,0.000074195705,0.00079171313,0.000023807033,0.0004317793],"category_scores_gemma":[0.001920347,0.00011348034,0.00012711182,0.00018379615,0.00009149737,0.00014084044,0.00016038222,0.000869403,0.00014374977],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068225036,0.000097006596,0.9860285,0.000017348875,0.000455962,0.0019370276,0.0017143155,0.0000243746,0.00037705293,0.000031737487,0.0055264784,0.0031079345],"study_design_scores_gemma":[0.0052659623,0.0012800226,0.9773296,0.0037413412,0.00019059698,0.0020850173,0.004371607,0.0008924332,0.000019888288,0.000010853184,0.0047094915,0.000103176935],"about_ca_topic_score_codex":0.00054371636,"about_ca_topic_score_gemma":0.000061179664,"teacher_disagreement_score":0.017149255,"about_ca_system_score_codex":0.00031315084,"about_ca_system_score_gemma":0.000056375055,"threshold_uncertainty_score":0.47276804},"labels":[],"label_agreement":null},{"id":"W2966507976","doi":"10.1007/s12603-019-1235-5","title":"Development and Validation of a Tool to Screen for Cognitive Frailty Among Community-Dwelling Elders","year":2019,"lang":"en","type":"article","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Medicine; Cognition; Activities of daily living; Anthropometry; Cognitive test; Montreal Cognitive Assessment; Geriatric Depression Scale; Waist; Cognitive decline; Logistic regression; Physical therapy; Body mass index; Dementia; Cognitive impairment; Psychiatry; Depressive symptoms","score_opus":0.06876179997019084,"score_gpt":0.35317120390037415,"score_spread":0.2844094039301833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966507976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97773665,0.00033379305,0.015186385,0.0055219783,0.00007672588,0.0010968612,0.000009203816,0.000007915684,0.000030496816],"genre_scores_gemma":[0.9843924,0.00015182835,0.014013033,0.0012867559,0.00008782772,0.00000832287,0.000018623763,0.000013249657,0.000027941089],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987072,0.00019595766,0.0005971073,0.000059982427,0.00026623945,0.00017354025],"domain_scores_gemma":[0.99819666,0.0006978588,0.0004576368,0.00010772458,0.00042110504,0.000119022785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022841394,0.000086772256,0.0003021466,0.00018148364,0.00019118501,0.000011525946,0.00007971971,0.000034500117,0.000009425194],"category_scores_gemma":[0.00021241949,0.00006833998,0.00004437883,0.0001334292,0.000035300396,0.00014134492,0.00002679479,0.00034744787,0.0000020990603],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011090655,0.0033579646,0.1265314,0.024467245,0.0013450115,0.000016168085,0.37422025,0.0010775137,0.03795564,0.00025954001,0.0076102163,0.4120684],"study_design_scores_gemma":[0.048081756,0.011522887,0.46926123,0.08065614,0.00076895294,0.0009260333,0.15040079,0.0019246497,0.21990073,0.0016885379,0.0139430165,0.0009252843],"about_ca_topic_score_codex":0.00012261985,"about_ca_topic_score_gemma":0.000020893698,"teacher_disagreement_score":0.4111431,"about_ca_system_score_codex":0.00011218241,"about_ca_system_score_gemma":0.00015543248,"threshold_uncertainty_score":0.27868232},"labels":[],"label_agreement":null},{"id":"W2966704524","doi":"10.1016/j.exger.2019.110681","title":"Upright time during hospitalization for older inpatients: A prospective cohort study","year":2019,"lang":"en","type":"article","venue":"Experimental Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University","keywords":"Medicine; Interquartile range; Prospective cohort study; Cohort; Cohort study; Internal medicine","score_opus":0.009260958528963501,"score_gpt":0.2973127845570404,"score_spread":0.2880518260280769,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966704524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866262,0.00019355066,0.000057845464,0.000071257906,0.0005470867,0.0072677047,0.0000063282637,0.00012120183,0.0051088403],"genre_scores_gemma":[0.9855863,8.9793446e-7,0.0004101564,0.000103495,0.00009364,0.00096949347,0.00007852015,0.000043288237,0.012714202],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858934,0.000039851653,0.0002932936,0.0005333056,0.0002247405,0.00031944885],"domain_scores_gemma":[0.999334,0.000027882837,0.00009729769,0.00035805168,0.00009652833,0.0000862726],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006986215,0.00020582677,0.0004199117,0.00008329446,0.0000720066,0.00001206191,0.00009313487,0.00010644813,0.0015301822],"category_scores_gemma":[0.000030165764,0.0001896916,0.00007710837,0.00008402423,0.00005540769,0.00014820948,0.00006565462,0.00008697392,0.00040924404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052964786,0.0021176306,0.96701664,0.000041505733,0.00023192215,0.000018126117,0.006984082,0.0000013207454,0.022409154,0.0000864219,0.00049052865,0.00007304252],"study_design_scores_gemma":[0.010056513,0.003327012,0.88044554,0.00003644818,0.000059860664,0.000061958955,0.0015651364,0.00013676015,0.10391019,0.000014701472,0.00015026309,0.00023560629],"about_ca_topic_score_codex":0.00003509191,"about_ca_topic_score_gemma":0.000006670859,"teacher_disagreement_score":0.08657107,"about_ca_system_score_codex":0.0003882962,"about_ca_system_score_gemma":0.000029212139,"threshold_uncertainty_score":0.99938256},"labels":[],"label_agreement":null},{"id":"W2967358166","doi":"10.1016/j.cjca.2019.07.632","title":"Prevalence, Outcomes, and Costs According to Patient Frailty Status for 2.9 Million Cardiac Electronic Device Implantations in the United States","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medtronic","keywords":"Medicine; Gerontology; Emergency medicine","score_opus":0.01753253800191957,"score_gpt":0.285138123381409,"score_spread":0.2676055853794894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967358166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944304,0.00089349336,0.00023561268,0.0027095168,0.00039988616,0.0008151773,0.00020045828,0.000002892921,0.00031255305],"genre_scores_gemma":[0.9974581,0.00034608654,0.00014269675,0.0018115513,0.00009982072,0.000021778344,0.00007010505,0.000013774941,0.00003609283],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987174,0.00017595307,0.00032822485,0.00013674916,0.00011883766,0.00052278576],"domain_scores_gemma":[0.9985755,0.00053598813,0.000106859414,0.0001737578,0.0002514183,0.00035645592],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042634993,0.000118464115,0.0004178688,0.00050976925,0.000058109243,0.000019575527,0.00011339917,0.000078295954,0.000004475879],"category_scores_gemma":[0.00037072366,0.00008562296,0.000101287,0.00026745835,0.000039265535,0.00006156617,0.000008888735,0.00029050093,0.0000048412794],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000969078,0.0000022783636,0.9837324,0.000051569754,0.00017623455,0.00003332813,0.0017049888,0.0014656737,0.000119749944,0.00015507937,0.0060538114,0.00640797],"study_design_scores_gemma":[0.0015398234,0.0013437188,0.79353815,0.00015869911,0.00016915724,0.0004273696,0.004382347,0.000043577005,0.000035589313,0.00010856737,0.19811492,0.00013809062],"about_ca_topic_score_codex":0.0032246867,"about_ca_topic_score_gemma":0.0043917364,"teacher_disagreement_score":0.19206111,"about_ca_system_score_codex":0.00044708335,"about_ca_system_score_gemma":0.00082467095,"threshold_uncertainty_score":0.48747832},"labels":[],"label_agreement":null},{"id":"W2967598073","doi":"10.1002/lary.28222","title":"Frailty as a predictor of outcomes in patients undergoing head and neck cancer surgery","year":2019,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Frailty in Older Adults","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; North Toronto Eye Care; Princess Margaret Cancer Centre; University of Toronto","funders":"Physicians' Services Incorporated Foundation","keywords":"Medicine; Odds ratio; Confidence interval; Comorbidity; Frailty Index; Perioperative; Logistic regression; Activities of daily living; Head and neck cancer; Internal medicine; Physical therapy; Cancer; Surgery","score_opus":0.02142143632757623,"score_gpt":0.2886008145877119,"score_spread":0.2671793782601357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2967598073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99466336,0.0004184315,7.410108e-7,0.0020610802,0.0002584653,0.0006117175,0.000022187382,0.000026651813,0.0019373392],"genre_scores_gemma":[0.99625874,0.00015326343,0.000045311917,0.0010078984,0.00003221173,0.000019540781,0.000012230261,0.000023316836,0.0024475101],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894327,0.000051972343,0.00029306876,0.00019520053,0.00028374937,0.0002327355],"domain_scores_gemma":[0.99900854,0.00043292742,0.00009712058,0.00034065172,0.000051862597,0.000068922294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016857068,0.0001350673,0.00044131203,0.000083447536,0.000022177743,0.000008069529,0.000088941546,0.00006916869,0.00029472972],"category_scores_gemma":[0.00026945333,0.0000884504,0.00005768726,0.00016134161,0.00006504189,0.00009731121,0.00008530076,0.0001716759,0.00005674448],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017612122,0.00012687585,0.9967617,0.00020265878,0.00005773118,0.000002874147,0.00052472134,0.0000038276353,0.00012967881,0.00002873163,0.0010062103,0.0009788644],"study_design_scores_gemma":[0.002706369,0.00022853479,0.99493784,0.00079615094,0.000031147072,0.0000021700023,0.000049607588,0.000039685277,0.00040135675,0.00010269276,0.0006190207,0.000085439075],"about_ca_topic_score_codex":0.0012195584,"about_ca_topic_score_gemma":0.0005141952,"teacher_disagreement_score":0.0025302477,"about_ca_system_score_codex":0.00005625489,"about_ca_system_score_gemma":0.00015372607,"threshold_uncertainty_score":0.36069024},"labels":[],"label_agreement":null},{"id":"W2968880329","doi":"10.5334/ijic.s3429","title":"Implementing a new model in primary care for older canadians living with frailty","year":2019,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Dalhousie University; Université Laval; University of British Columbia; University of Waterloo","funders":"","keywords":"Primary care; Medicine; Gerontology; Library science; Computer science; Family medicine","score_opus":0.013014474254163428,"score_gpt":0.2846254521907592,"score_spread":0.2716109779365958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968880329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845428,0.0008041406,0.006175365,0.0013018239,0.00052737136,0.0005395734,0.0001645613,0.000017589851,0.005926794],"genre_scores_gemma":[0.9883297,0.000017616516,0.008887837,0.00093881966,0.00021988025,0.000008118805,0.00016670742,0.000038180184,0.0013931528],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9984469,0.000016892007,0.0004998908,0.00018530765,0.0005437263,0.0003072955],"domain_scores_gemma":[0.99716425,0.00009427002,0.0002688682,0.0001365387,0.0021651117,0.00017096527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013206867,0.00017376388,0.00032884715,0.00041688734,0.00002597746,0.000051734747,0.00030099726,0.000087364235,0.00017519662],"category_scores_gemma":[0.00014148539,0.00013438523,0.00014378273,0.00013977964,0.00001758056,0.00022046483,0.0000372476,0.00041079256,0.0000044036365],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013302149,0.00016801845,0.73748004,0.0007247079,0.0011230595,0.0005291836,0.053448476,0.012245257,0.006444524,0.00027680534,0.007625896,0.17860384],"study_design_scores_gemma":[0.055698425,0.0050460594,0.3280619,0.05432881,0.00087482895,0.0043185544,0.44971362,0.0317791,0.010528735,0.0003316998,0.05715858,0.002159697],"about_ca_topic_score_codex":0.0046788678,"about_ca_topic_score_gemma":0.016887927,"teacher_disagreement_score":0.4094181,"about_ca_system_score_codex":0.0023020364,"about_ca_system_score_gemma":0.0032878143,"threshold_uncertainty_score":0.942386},"labels":[],"label_agreement":null},{"id":"W2968939651","doi":"10.1089/neu.2019.6581","title":"Effect of Frailty on Outcome after Traumatic Spinal Cord Injury","year":2019,"lang":"en","type":"article","venue":"Journal of Neurotrauma","topic":"Frailty in Older Adults","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; Praxis Spinal Cord Institute; International Collaboration On Repair Discoveries; University of British Columbia; NOSM University; Vancouver Spine Surgery Institute","funders":"","keywords":"Medicine; Spinal cord injury; Subgroup analysis; Poison control; Injury prevention; Internal medicine; Pediatrics; Emergency medicine; Spinal cord; Confidence interval","score_opus":0.061037203501822214,"score_gpt":0.38151690710866903,"score_spread":0.3204797036068468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2968939651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962225,0.00008495138,0.000015769889,0.0008720887,0.0009755937,0.00050165993,0.0000070229753,0.000014771733,0.0013056282],"genre_scores_gemma":[0.99813026,0.000009544069,0.00016093772,0.00077516807,0.0002320231,0.0000047807443,6.4182075e-7,0.000039152794,0.00064746256],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977017,0.00016563533,0.0009439901,0.0001743865,0.0007631981,0.000251093],"domain_scores_gemma":[0.998415,0.00026267144,0.0005521533,0.0004199403,0.00014922977,0.00020100559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005136819,0.00023679604,0.00084845646,0.00030171164,0.000015230534,0.000014028158,0.00020804019,0.00010470032,0.00048937654],"category_scores_gemma":[0.00038001974,0.00016424936,0.00042427125,0.00017840548,0.00007961266,0.00013815527,0.000027474553,0.00073043717,0.00018934923],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.1386432,0.0016531348,0.36292312,0.0065649073,0.0005130711,0.0025998,0.00054873666,0.000056337583,0.074122794,0.000059816135,0.004306986,0.4080081],"study_design_scores_gemma":[0.0077727325,0.13082793,0.81524867,0.0019631844,0.00036441677,0.0017496728,0.000030252537,0.000064096464,0.03954309,0.000035194917,0.0021658787,0.00023486611],"about_ca_topic_score_codex":0.000003775641,"about_ca_topic_score_gemma":7.181081e-7,"teacher_disagreement_score":0.45232558,"about_ca_system_score_codex":0.00006590461,"about_ca_system_score_gemma":0.00004920889,"threshold_uncertainty_score":0.66978943},"labels":[],"label_agreement":null},{"id":"W2969597105","doi":"10.1200/jco.2019.37.15_suppl.11549","title":"Pilot randomized trial of a transdisciplinary geriatric intervention for older adults with cancer.","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intervention (counseling); Quality of life (healthcare); Palliative care; Randomized controlled trial; Cancer; Geriatric oncology; Lung cancer; Geriatrics; Physical therapy; Confidence interval; Feeling; Clinical trial; Comorbidity; Internal medicine; Nursing; Psychiatry","score_opus":0.0656393241852573,"score_gpt":0.45550797953275857,"score_spread":0.38986865534750126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969597105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841944,0.0005377898,0.0014027109,0.006057669,0.0039557484,0.0031445543,0.000009765268,0.000008100015,0.0006892691],"genre_scores_gemma":[0.99221545,0.00048593432,0.0042851097,0.00027198088,0.0015378959,0.00007551021,0.0000054143056,0.000024321931,0.0010983843],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99514484,0.0005689435,0.0035014024,0.00020588512,0.00037848204,0.00020046285],"domain_scores_gemma":[0.98999643,0.0057107965,0.0031314264,0.00019401776,0.00075823924,0.0002091025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005271548,0.0001495249,0.003048069,0.00016735948,0.00001597516,0.0000038915364,0.00016658638,0.00022728548,0.00038541816],"category_scores_gemma":[0.0028457588,0.00008996388,0.0013772368,0.00014435276,0.0002079525,0.0001110442,0.000022398206,0.00061349676,0.0000050974313],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93113303,0.0042913486,0.0008252321,0.000420299,0.0007666084,0.000033578588,0.0005366972,0.000017307828,0.000037401795,0.000021376838,0.0013199053,0.0605972],"study_design_scores_gemma":[0.8853209,0.103000626,0.007398227,0.0012840747,0.0012631414,0.00010824332,0.00025848925,0.00023024424,0.000056540972,0.00015942927,0.0008350732,0.00008498085],"about_ca_topic_score_codex":0.00003524095,"about_ca_topic_score_gemma":0.00005902106,"teacher_disagreement_score":0.09870928,"about_ca_system_score_codex":0.00009209769,"about_ca_system_score_gemma":0.0011119412,"threshold_uncertainty_score":0.42200586},"labels":[],"label_agreement":null},{"id":"W2969937009","doi":"10.1080/13685538.2019.1657082","title":"Angina pectoris severity and late-life frailty among men with cardiovascular disease","year":2019,"lang":"en","type":"article","venue":"The Aging Male","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Angina; Disease; Cardiology; Internal medicine; Coronary artery disease; Gerontology; Atherosclerotic cardiovascular disease; Myocardial infarction","score_opus":0.01245560412026075,"score_gpt":0.22315523108269913,"score_spread":0.21069962696243838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969937009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904947,0.0013599269,0.00008959177,0.0017152617,0.000070356145,0.0005208168,0.000008135115,0.00009494543,0.0056462223],"genre_scores_gemma":[0.9919491,0.00004837041,0.00013036297,0.00023702197,0.00012486553,0.00001557482,0.000009897016,0.000029566412,0.0074552363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989712,0.0000458527,0.00009425623,0.00027903766,0.0003618102,0.000247834],"domain_scores_gemma":[0.99883825,0.00004085632,0.00003212536,0.0008270024,0.000045528523,0.00021626506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024032066,0.00014830282,0.0002586087,0.00003317113,0.000081888815,0.00002946584,0.0001105382,0.000032977638,0.00013197101],"category_scores_gemma":[0.000052096657,0.000094530034,0.000096645774,0.0001249676,0.0001254873,0.00011233005,0.00008632603,0.00019662267,0.000077425764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014717801,0.000040590552,0.99435854,0.0002726028,0.0006500716,0.00015830311,0.0014976872,0.0007048771,0.00016306294,0.000035482335,0.000907582,0.0010640295],"study_design_scores_gemma":[0.0016457501,0.000057641635,0.9920776,0.00021541798,0.0004173395,0.000051575436,0.0002079908,0.0010610339,0.00015414548,0.00006696665,0.0038813043,0.00016321677],"about_ca_topic_score_codex":0.0008144148,"about_ca_topic_score_gemma":0.000011628793,"teacher_disagreement_score":0.0029737223,"about_ca_system_score_codex":0.00005348656,"about_ca_system_score_gemma":0.000078521334,"threshold_uncertainty_score":0.38548228},"labels":[],"label_agreement":null},{"id":"W2969996881","doi":"10.1016/j.jgo.2019.08.005","title":"Arti Hurria and the progress in integrating the geriatric assessment into oncology: Young International Society of Geriatric Oncology review paper","year":2019,"lang":"en","type":"review","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Juravinski Cancer Centre; McMaster University; University of Saskatchewan","funders":"National Health and Medical Research Council; Eastern Health; National Institute on Aging; National Cancer Institute; National Institutes of Health; National Cancer Research Institute","keywords":"Geriatric oncology; Medicine; Geriatrics; Oncology; Internal medicine; Cancer; Gerontology; Psychiatry","score_opus":0.0358572927739341,"score_gpt":0.42185154208230363,"score_spread":0.3859942493083695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969996881","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018017959,0.96270907,0.00006145404,0.023507817,0.0051576532,0.0041081025,0.000018056238,0.00001820578,0.004239446],"genre_scores_gemma":[0.00021285555,0.9852926,0.009348547,0.0015038154,0.0026714124,0.00032401894,0.000041586387,0.000090204514,0.00051493826],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98880845,0.003260152,0.0055058105,0.00068808283,0.0010413491,0.00069615577],"domain_scores_gemma":[0.98410314,0.005072821,0.008686648,0.0008056822,0.0010920711,0.0002396514],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.011073887,0.0008447665,0.0074031423,0.00078181026,0.00015572397,0.000059838512,0.0014280209,0.0013650331,0.00033989837],"category_scores_gemma":[0.0015320227,0.0004369479,0.0020727396,0.0018111961,0.0008999078,0.00028750979,0.00070336973,0.004273298,0.000024848776],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0003898217,0.00074833015,0.00057370187,0.019794177,0.001574055,0.00020431397,0.0009830656,0.0000013997276,0.000004174375,0.00023685377,0.038955018,0.93653506],"study_design_scores_gemma":[0.00743207,0.0028625722,0.00072725915,0.011813935,0.0072318264,0.0072158347,0.00056978106,0.000062320796,2.6978321e-7,0.00015930702,0.9615716,0.00035323575],"about_ca_topic_score_codex":0.00008587561,"about_ca_topic_score_gemma":0.00008407352,"teacher_disagreement_score":0.93618184,"about_ca_system_score_codex":0.004544901,"about_ca_system_score_gemma":0.010790311,"threshold_uncertainty_score":0.9999314},"labels":[],"label_agreement":null},{"id":"W2970114583","doi":"10.1097/md.0000000000016955","title":"Physical activity and the risk of frailty among community-dwelling healthy older adults","year":2019,"lang":"en","type":"article","venue":"Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"China Postdoctoral Science Foundation","keywords":"Medicine; Frailty Index; Gerontology; Physical activity; Cohort study; Association (psychology); MEDLINE; Physical therapy; Internal medicine","score_opus":0.019168298193289832,"score_gpt":0.299689855960758,"score_spread":0.2805215577674681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970114583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872415,0.0004014752,0.00017113079,0.008526778,0.00021953526,0.0010334577,0.000008183598,0.000048357597,0.0023495546],"genre_scores_gemma":[0.99824566,0.00022187579,0.00006851119,0.0006100291,0.00030248577,0.000015752392,0.000012500751,0.000025725429,0.0004974472],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829286,0.00050085783,0.00026332898,0.00022067213,0.00046366896,0.00025858052],"domain_scores_gemma":[0.99692035,0.0017204814,0.00024381652,0.0008260667,0.00012607576,0.00016323925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011008695,0.00019876612,0.0007605944,0.00008033591,0.00014186397,0.0000039221904,0.00016728813,0.000089140696,0.00011398514],"category_scores_gemma":[0.0007208952,0.00011004032,0.000086727385,0.00022441853,0.001015592,0.000073844,0.00009805102,0.0011912613,0.000021869402],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009853065,0.0018983661,0.77870065,0.0033709623,0.00061439996,0.000019583595,0.080729105,0.00003960879,0.0027606955,0.0005134284,0.0053923265,0.11610783],"study_design_scores_gemma":[0.022893827,0.001345648,0.9592123,0.0017573215,0.00030766302,0.000025259544,0.0031463911,0.009220954,0.0012939108,0.00019162924,0.00046795007,0.00013712815],"about_ca_topic_score_codex":0.007057349,"about_ca_topic_score_gemma":0.00022524831,"teacher_disagreement_score":0.18051168,"about_ca_system_score_codex":0.000033679746,"about_ca_system_score_gemma":0.00003741443,"threshold_uncertainty_score":0.99955475},"labels":[],"label_agreement":null},{"id":"W2970139360","doi":"10.3747/co.26.4869","title":"Utility of a Chemotherapy Toxicity Prediction Tool for Older Patients in a Community Setting","year":2019,"lang":"en","type":"article","venue":"Current Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Fraser Health; Lions Gate Hospital; University of British Columbia; Royal Columbian Hospital","funders":"Fraser Health Authority","keywords":"Medicine; Toxicity; Chemotherapy; Intensive care medicine; Oncology; Bioinformatics; Internal medicine; Biology","score_opus":0.055118211099401404,"score_gpt":0.3804257703114385,"score_spread":0.3253075592120371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970139360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99599826,0.000050934308,0.00029762526,0.0003320292,0.00078450487,0.0018155854,0.00008280623,0.000031066178,0.0006071698],"genre_scores_gemma":[0.99905556,0.00002027673,0.0004290207,0.0001557504,0.00005423777,0.00006243166,0.00016034237,0.00001184436,0.000050542807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888355,0.00019071545,0.00040601578,0.00017122077,0.00013576208,0.00021274693],"domain_scores_gemma":[0.99892217,0.00035562008,0.00015545469,0.0003285269,0.0001942605,0.000043986347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052980287,0.00010827673,0.00037228497,0.00008453736,0.000030739204,0.0000021312144,0.000098914665,0.00013900084,0.00013584651],"category_scores_gemma":[0.00041482382,0.00010244687,0.000080806334,0.00012023363,0.000064822634,0.00005921844,0.000048578797,0.00040142777,0.0000069999005],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039401016,0.0025039888,0.83878374,0.00057179923,0.000016871394,1.477493e-7,0.0018930988,9.696672e-7,0.00039456275,0.000007929316,0.0020275316,0.15340537],"study_design_scores_gemma":[0.009817641,0.0012485277,0.9750676,0.00027020337,0.000021867832,0.000002140934,0.00018683868,0.0023107023,0.0016167907,0.0000987128,0.009288141,0.00007084714],"about_ca_topic_score_codex":0.00004480667,"about_ca_topic_score_gemma":0.00007201055,"teacher_disagreement_score":0.15333451,"about_ca_system_score_codex":0.0001645003,"about_ca_system_score_gemma":0.00012262649,"threshold_uncertainty_score":0.41776624},"labels":[],"label_agreement":null},{"id":"W2970310618","doi":"10.1111/opn.12272","title":"Achieving excellence and acknowledging contribution: The 2018 <i>International Journal of Older People Nursing</i> Awards","year":2019,"lang":"en","type":"editorial","venue":"International Journal of Older People Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Excellence; Publishing; Pride; Editorial board; Reputation; Library science; Medicine; Nursing; Political science; Psychology; Law","score_opus":0.007617998495288932,"score_gpt":0.31368859605091987,"score_spread":0.30607059755563093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970310618","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01599253,0.0078031616,0.018264323,0.027759738,0.9284426,0.00051916286,0.00016334758,0.000029863573,0.0010252837],"genre_scores_gemma":[0.3802354,0.003132555,0.0010239207,0.00031185342,0.61358297,0.0000051672723,0.00015277998,0.00013737955,0.0014180127],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913847,0.00027149962,0.0022175887,0.00049945636,0.0050316784,0.000595075],"domain_scores_gemma":[0.98270226,0.0019748225,0.0035900646,0.00045055573,0.010923157,0.0003591511],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001915672,0.0006526103,0.0014274598,0.00097148056,0.00021574915,0.0005733254,0.0019114566,0.00069386873,0.00030195052],"category_scores_gemma":[0.0035412882,0.00051119365,0.00077225565,0.00030614846,0.00039666286,0.00095130224,0.00017754581,0.002941093,0.000026819744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011538212,0.0007600629,0.003578341,0.00012307485,0.0016161589,0.00028362343,0.014149779,0.00008923277,0.0006380015,0.000046152287,0.95707,0.020491732],"study_design_scores_gemma":[0.034956023,0.0023512836,0.077165335,0.10751992,0.0043347445,0.029490624,0.006553257,0.0013587202,0.0014992005,0.0008650647,0.73189336,0.0020124803],"about_ca_topic_score_codex":0.000041843752,"about_ca_topic_score_gemma":0.000035657355,"teacher_disagreement_score":0.36424285,"about_ca_system_score_codex":0.0022068878,"about_ca_system_score_gemma":0.002291063,"threshold_uncertainty_score":0.999734},"labels":[],"label_agreement":null},{"id":"W2970460070","doi":"10.1016/j.cjca.2019.08.032","title":"Association Between Cardiac Rehabilitation and Frailty","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Pfizer Canada; Alzheimer Society","keywords":"Medicine; Rehabilitation; Cardiovascular event; Physical therapy; Adverse effect; Heart failure; Internal medicine; Disease","score_opus":0.012584728222690786,"score_gpt":0.2519205803288909,"score_spread":0.23933585210620012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970460070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814323,0.00047912504,0.00008832675,0.008756353,0.00089557684,0.00017437812,0.000029128305,0.0000043871473,0.0081403805],"genre_scores_gemma":[0.9975607,0.000025511747,0.00038407682,0.00013753482,0.0010058793,0.0000010530446,0.000009707063,0.000010415071,0.0008651463],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99915034,0.00013963642,0.00026780408,0.00009959237,0.00013034341,0.00021229134],"domain_scores_gemma":[0.9985739,0.00043376474,0.0001588723,0.00013032765,0.00031584926,0.00038731308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063437026,0.0000739791,0.00048415875,0.00020547619,0.000029012164,0.000010203314,0.000050387185,0.00017705753,0.000029723842],"category_scores_gemma":[0.0012204447,0.00006913151,0.00013853968,0.000083746476,0.000051336592,0.000079999634,0.0000051876887,0.00027296133,0.000034272158],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010822186,3.060753e-7,0.97009313,0.000020924734,0.00029058423,0.000010155858,0.00020628804,0.000025720105,0.00018774533,0.00004442414,0.023918286,0.005191608],"study_design_scores_gemma":[0.00057464006,0.0004329083,0.76891214,0.000038268932,0.00015464515,0.000055407796,0.000120378005,0.0000015678099,0.00002637928,0.0002471781,0.22938645,0.000050047292],"about_ca_topic_score_codex":0.0004484839,"about_ca_topic_score_gemma":0.00022743548,"teacher_disagreement_score":0.20546816,"about_ca_system_score_codex":0.00041929647,"about_ca_system_score_gemma":0.0005744432,"threshold_uncertainty_score":0.28191012},"labels":[],"label_agreement":null},{"id":"W2971086845","doi":"10.1213/ane.0000000000004387","title":"How Do Common Comorbidities Modify the Association of Frailty With Survival After Elective Noncardiac Surgery? A Population-Based Cohort Study","year":2019,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Comorbidity; Hazard ratio; Diabetes mellitus; COPD; Internal medicine; Confidence interval; Cohort; Population; Cohort study; Proportional hazards model; Relative risk; Gerontology; Physical therapy","score_opus":0.011757597371443315,"score_gpt":0.24401440549794354,"score_spread":0.23225680812650024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971086845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935915,0.00011051922,0.000024573637,0.0040084263,0.00006335829,0.0018110289,0.000009691798,0.000065007735,0.0003159288],"genre_scores_gemma":[0.9981531,0.0000088843535,0.00003943397,0.00035597902,0.00009817099,0.00017077761,0.0001115793,0.00005252118,0.0010095403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997206,0.0005031192,0.00036833825,0.00039199725,0.0011784651,0.0003520926],"domain_scores_gemma":[0.9972765,0.0010759829,0.00041125165,0.00074189977,0.00040829394,0.000086070846],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009644225,0.0002969398,0.0009306492,0.0001668126,0.00009139663,0.00007859712,0.0001501677,0.0001496881,0.00006096683],"category_scores_gemma":[0.00010599592,0.00020404832,0.00024097032,0.0004973559,0.00006403628,0.00016006359,0.00001418917,0.00031664697,0.000021011188],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005412645,0.00029885856,0.9972362,0.000058061236,0.00047981803,0.000078197525,0.0004728203,0.000068843416,0.000017651859,0.000047235982,0.0004899514,0.00021110107],"study_design_scores_gemma":[0.0011502125,0.00052551035,0.9958211,0.00012507357,0.0005076341,0.000026231495,0.00083859416,0.00019391162,0.00017878361,0.00002658858,0.00037608496,0.00023026671],"about_ca_topic_score_codex":0.0021763279,"about_ca_topic_score_gemma":0.00079279084,"teacher_disagreement_score":0.004561648,"about_ca_system_score_codex":0.00029564617,"about_ca_system_score_gemma":0.00018095023,"threshold_uncertainty_score":0.8320849},"labels":[],"label_agreement":null},{"id":"W2971116088","doi":"10.14740/jocmr3917","title":"“Yubi-wakka” (Finger-Ring) Test: A Tool to Detect Prefrailty in Elderly Populations, a Pilot Study","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Ring finger; Test (biology); Ring (chemistry); Physical medicine and rehabilitation; Gerontology; Genetics","score_opus":0.3680098535971934,"score_gpt":0.5554911758186125,"score_spread":0.1874813222214191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971116088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96625453,0.00046699683,0.0000654144,0.027521286,0.0009194845,0.0023980236,0.0000024445128,0.0000243677,0.0023474365],"genre_scores_gemma":[0.99191993,0.00013492005,0.0021268588,0.00064267224,0.0021452636,0.00003152128,0.0000018136626,0.00005364107,0.0029433894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9901948,0.0011235682,0.0036715718,0.000556382,0.003634956,0.00081869634],"domain_scores_gemma":[0.98730534,0.008406969,0.0005368767,0.0010147367,0.0017747544,0.00096130784],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.022798067,0.00026810428,0.0017159439,0.0014583818,0.00007843424,0.00003681764,0.00064395025,0.0001742153,0.0006916702],"category_scores_gemma":[0.08573161,0.00018617102,0.00019073974,0.0017218746,0.0002248769,0.00021419262,0.00024553694,0.003903571,0.0003342892],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003968681,0.003597699,0.8349187,0.00017334723,0.00012302068,0.00087858405,0.0007948706,0.00003155911,0.0018794099,0.000019897327,0.013479669,0.1401346],"study_design_scores_gemma":[0.015802749,0.13794298,0.8340169,0.0031017745,0.000084569154,0.00025929586,0.000947662,0.0001731253,0.00008494745,0.00054651353,0.0068644704,0.00017502037],"about_ca_topic_score_codex":0.00041066765,"about_ca_topic_score_gemma":0.0004979188,"teacher_disagreement_score":0.13995957,"about_ca_system_score_codex":0.00028417466,"about_ca_system_score_gemma":0.0008938415,"threshold_uncertainty_score":0.9983945},"labels":[],"label_agreement":null},{"id":"W2971247784","doi":"10.2337/dc19-0497","title":"Prospective Association Among Diabetes Diagnosis, HbA1c, Glycemia, and Frailty Trajectories in an Elderly Population","year":2019,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Steno Diabetes Center Aarhus","keywords":"Medicine; Diabetes mellitus; Interquartile range; Gerontology; Frailty Index; Longitudinal study; Prospective cohort study; Ageing; Internal medicine; Demography; Endocrinology","score_opus":0.00745984511263096,"score_gpt":0.2463408673680658,"score_spread":0.23888102225543484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971247784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970588,0.0006779647,2.1414849e-7,0.0001971037,0.00031418068,0.0011351471,0.000081250546,0.00012751341,0.00040780837],"genre_scores_gemma":[0.99856377,0.000022909151,0.00010501709,0.0001375456,0.00015898098,0.00024273913,0.00055276585,0.00004376107,0.00017250967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983211,0.00008042465,0.00029552556,0.00048035666,0.0003766646,0.00044589528],"domain_scores_gemma":[0.99894345,0.0002425486,0.00014708139,0.00030798026,0.00022559946,0.00013336775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013755487,0.0002364189,0.00045432182,0.00016272588,0.000060730625,0.00007395585,0.00008024082,0.00027576592,0.000066376575],"category_scores_gemma":[0.00041067397,0.00023695258,0.00006638154,0.0002922804,0.000039860428,0.00056008494,0.00003553347,0.00031760926,0.00003718208],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018018476,0.00006706628,0.9884486,0.0002549218,0.000043327702,0.000001799968,0.003393352,0.0000098971095,0.00087281974,0.000017153943,0.000115274044,0.0067577274],"study_design_scores_gemma":[0.0019647519,0.00078515726,0.9893197,0.00035152657,0.00007137176,1.4559039e-7,0.0014338517,0.00019514297,0.005351546,0.00017601173,0.00008999955,0.0002607872],"about_ca_topic_score_codex":0.00022907341,"about_ca_topic_score_gemma":0.0010364036,"teacher_disagreement_score":0.0064969403,"about_ca_system_score_codex":0.0005994422,"about_ca_system_score_gemma":0.000033106786,"threshold_uncertainty_score":0.96626455},"labels":[],"label_agreement":null},{"id":"W2971538920","doi":"10.5694/mja2.50329","title":"Frailty in very old critically ill patients in Australia and New Zealand: a population‐based cohort study","year":2019,"lang":"en","type":"article","venue":"The Medical Journal of Australia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":135,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Intensive care; Odds ratio; Retrospective cohort study; Population; Emergency medicine; Sepsis; Cohort; Cohort study; Emergency department; Pediatrics; Intensive care medicine; Internal medicine; Nursing","score_opus":0.04097137493702144,"score_gpt":0.34438075557886577,"score_spread":0.3034093806418443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971538920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9892943,0.000009252751,0.0000049624623,0.009465908,0.00046713342,0.0007238654,0.0000036457382,0.0000072810462,0.000023670564],"genre_scores_gemma":[0.99525803,0.000006713143,0.0001878677,0.0012126219,0.00018772182,0.000003284131,0.000009318697,0.000016056774,0.0031183583],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99677455,0.00021590515,0.0009641356,0.00021174648,0.0014684966,0.0003651785],"domain_scores_gemma":[0.9984071,0.00028202272,0.0001832656,0.00028152377,0.00031706752,0.0005289802],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013081682,0.00019372074,0.00060564623,0.00024361133,0.000018175711,0.00002494423,0.00027035447,0.00018379795,0.0014770343],"category_scores_gemma":[0.0025252535,0.00012541923,0.000083985826,0.00028541582,0.000089220084,0.00014049922,0.000048833914,0.0010760061,0.000046411315],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040695837,0.000702187,0.99252456,0.00003530647,0.00005168061,0.00033500523,0.0003596808,0.000023678072,0.000022745098,0.000011668501,0.005015975,0.000510532],"study_design_scores_gemma":[0.009497965,0.0011939437,0.98766696,0.000683174,0.00009892022,0.000103436236,0.00011635456,0.000070518385,0.000017306593,0.0002140414,0.00021660989,0.00012077541],"about_ca_topic_score_codex":0.007212167,"about_ca_topic_score_gemma":0.001090181,"teacher_disagreement_score":0.009091007,"about_ca_system_score_codex":0.00016077144,"about_ca_system_score_gemma":0.00017323082,"threshold_uncertainty_score":0.9994357},"labels":[],"label_agreement":null},{"id":"W2971932287","doi":"10.1001/jamaoto.2019.2413","title":"Preoperative Risk Index Among Patients Undergoing Thyroid or Parathyroid Surgery","year":2019,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; McGill University","funders":"","keywords":"Medicine; Index (typography); Thyroid; Surgery; General surgery; Internal medicine","score_opus":0.016194805566911517,"score_gpt":0.25327510063212305,"score_spread":0.23708029506521153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971932287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99145913,0.00066122925,0.00004797119,0.0008021072,0.0018494792,0.002152372,0.000092228154,0.00047267065,0.0024628008],"genre_scores_gemma":[0.99167186,0.0006259071,0.00019833962,0.0023084232,0.0005255558,0.00024172508,0.0005204791,0.00020218774,0.0037055209],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9931943,0.00089958514,0.0016272067,0.0014867524,0.0009849196,0.0018072606],"domain_scores_gemma":[0.988066,0.008201884,0.00084417925,0.0015627396,0.00058208674,0.0007430798],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015416511,0.00089914975,0.0023098788,0.00086020987,0.0003182544,0.00014451589,0.0003380792,0.00097063795,0.0011150358],"category_scores_gemma":[0.006752807,0.0007497442,0.0008150428,0.0010679899,0.00040418177,0.0011804159,0.00029622958,0.0016955894,0.0015627391],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020575002,0.0007435408,0.94159853,0.0005128578,0.0004498721,0.00075408485,0.0005957825,0.000032189364,0.00016209729,0.000015272699,0.051343128,0.0017351101],"study_design_scores_gemma":[0.0038066246,0.00063507137,0.98838437,0.0014236929,0.00018197822,0.00032118155,0.0001993,0.0007068654,0.00065733487,0.000043783875,0.0027986034,0.0008411726],"about_ca_topic_score_codex":0.00057085045,"about_ca_topic_score_gemma":0.0007662162,"teacher_disagreement_score":0.048544526,"about_ca_system_score_codex":0.0005494912,"about_ca_system_score_gemma":0.001194662,"threshold_uncertainty_score":0.99979806},"labels":[],"label_agreement":null},{"id":"W2972537350","doi":"10.1371/journal.pone.0222049","title":"Structuring a conceptual model for cost-effectiveness analysis of frailty interventions","year":2019,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Psychological intervention; Conceptual model; Medicine; Delphi method; Gerontology; MEDLINE; Computer science; Psychiatry; Artificial intelligence","score_opus":0.17526178223451702,"score_gpt":0.35333558078225463,"score_spread":0.1780737985477376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972537350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98127234,0.00007912964,0.016297093,0.000079901234,0.000029467743,0.001632599,0.0002427765,0.00004074325,0.00032597137],"genre_scores_gemma":[0.9925538,0.0000048230913,0.005587334,0.00003813144,0.000023567734,0.0001619361,0.00014864616,0.000019049372,0.0014627161],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990367,0.000031680465,0.00027938976,0.00023131432,0.00025280428,0.00016806737],"domain_scores_gemma":[0.9989772,0.00023556619,0.00010921705,0.0003549816,0.0002519169,0.000071118215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014741084,0.00010593996,0.0005987034,0.0002313155,0.000022285503,0.000005608401,0.00009001305,0.00007030588,0.0002802313],"category_scores_gemma":[0.00023087267,0.000101846475,0.00036667805,0.0003100104,0.000067633606,0.000070155605,0.000042726904,0.00010811833,0.00001190567],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021166345,0.00826794,0.303552,0.011707533,0.051895868,0.0000060834946,0.005945264,0.04152542,0.5640164,0.005547938,0.00014971469,0.0052691796],"study_design_scores_gemma":[0.0042334497,0.00064466987,0.09117248,0.0019013719,0.010780747,0.0000010081229,0.00028500668,0.7717654,0.118658714,0.00033410802,0.000011386181,0.00021162974],"about_ca_topic_score_codex":0.000028224475,"about_ca_topic_score_gemma":0.000043570366,"teacher_disagreement_score":0.73024,"about_ca_system_score_codex":0.00007947044,"about_ca_system_score_gemma":0.000040837116,"threshold_uncertainty_score":0.4153179},"labels":[],"label_agreement":null},{"id":"W2972703168","doi":"10.1101/19006403","title":"Intrinsic capacity as a framework for Integrated Care for Older People (ICOPE); insights from the 10/66 Dementia Research Group cohort studies in Latin America, India and China","year":2019,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Wellcome Trust","keywords":"Dementia; Mood; Gerontology; Cohort; Medicine; Population; Cognitive decline; Quarter (Canadian coin); Latin Americans; Health care; Psychology; Geography; Environmental health; Disease; Economic growth; Psychiatry; Political science","score_opus":0.06757895479265442,"score_gpt":0.3624619017684566,"score_spread":0.2948829469758022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972703168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9717761,0.013576726,0.0014363765,0.0018133328,0.0010439641,0.009723156,0.00040237472,0.00008198091,0.00014594142],"genre_scores_gemma":[0.98458034,0.0013451332,0.008709143,0.00036460406,0.0004876678,0.0031899514,0.00096527045,0.00011800234,0.00023991779],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958633,0.00051279087,0.0007769185,0.001354346,0.00078221643,0.0007103911],"domain_scores_gemma":[0.99369967,0.003384839,0.00031933034,0.001392906,0.0010209733,0.00018227684],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00094506104,0.0006011169,0.0014577588,0.00038678598,0.0002939728,0.0001149093,0.0006172578,0.0006821172,0.000090159934],"category_scores_gemma":[0.006996378,0.00041754928,0.00021738246,0.00066387386,0.0005791435,0.000082304236,0.0010409087,0.002574445,0.000040700736],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010571099,0.00028038098,0.8906543,0.0029578893,0.002325581,0.000025197987,0.08662549,0.000017668675,0.00012044151,0.0005328372,0.0056576286,0.009745449],"study_design_scores_gemma":[0.0026630703,0.0006542959,0.9610886,0.004706407,0.00057464174,0.0000038822914,0.012384541,0.00031773205,0.00029781487,0.012156374,0.0046912697,0.0004613753],"about_ca_topic_score_codex":0.0056122844,"about_ca_topic_score_gemma":0.0048743654,"teacher_disagreement_score":0.074240945,"about_ca_system_score_codex":0.0004540758,"about_ca_system_score_gemma":0.00038945072,"threshold_uncertainty_score":0.9998276},"labels":[],"label_agreement":null},{"id":"W2972774820","doi":"10.26407/2019jrtdd.1.18","title":"Toward a Research Agenda on the Impact of Dementia upon Carers of Adults with Intellectual Disability","year":2019,"lang":"en","type":"article","venue":"Journal for ReAttach Therapy and Developmental Diversities","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Dementia; Summit; Context (archaeology); Intellectual disability; Gerontology; Psychiatry; Psychology; Medicine; Public health; Disease; Nursing","score_opus":0.11812565626096722,"score_gpt":0.36633582301924117,"score_spread":0.24821016675827395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972774820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976124,0.0003045177,0.000019249517,0.00029671678,0.000061081155,0.0006808783,0.000059917962,0.000005333952,0.0009598734],"genre_scores_gemma":[0.9987533,0.00040415747,0.000429406,0.0000403573,0.000021838692,0.000006251397,0.000012104738,0.000010722734,0.00032188106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988589,0.00008747579,0.00022489775,0.00014847705,0.0004536982,0.000226537],"domain_scores_gemma":[0.9988308,0.0006159908,0.000093147275,0.00011255028,0.00026851243,0.00007900747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054667745,0.0001352368,0.00026911055,0.00010887732,0.00018685128,0.00002177102,0.00012449428,0.00004798443,0.00046545485],"category_scores_gemma":[0.000099913945,0.000070721195,0.00013985501,0.00014323228,0.0003118224,0.00010788788,0.000050378072,0.00024344744,0.0000036314952],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06649738,0.0009184597,0.6771114,0.0006135322,0.0044600563,0.000027732027,0.20827758,0.00004952009,0.0052874316,0.000196546,0.014651056,0.021909295],"study_design_scores_gemma":[0.018154334,0.030207152,0.5385816,0.0021116927,0.00014390846,0.00063569687,0.34697166,0.00019830791,0.060695983,0.00030460046,0.00154482,0.0004502156],"about_ca_topic_score_codex":0.00024401752,"about_ca_topic_score_gemma":0.000010818522,"teacher_disagreement_score":0.13869408,"about_ca_system_score_codex":0.00024466234,"about_ca_system_score_gemma":0.00021389058,"threshold_uncertainty_score":0.5096404},"labels":[],"label_agreement":null},{"id":"W2972934433","doi":"10.4236/aar.2019.85006","title":"Association between Frailty Syndrome and Anemia in Community-Dwelling Elderly","year":2019,"lang":"en","type":"article","venue":"Advances in Aging Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Anemia; Frailty syndrome; Medicine; Observational study; Geriatrics; Logistic regression; Gerontology; Association (psychology); Cognition; Multivariate analysis; Comorbidity; Categorization; Multivariate statistics; Ordered logit; Internal medicine; Psychology; Frailty Index; Psychiatry","score_opus":0.05610668518910363,"score_gpt":0.405010748813256,"score_spread":0.3489040636241524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972934433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98703516,0.002946965,0.000013502555,0.0013605682,0.0000869589,0.0005098886,0.0000037825819,0.000033879493,0.008009307],"genre_scores_gemma":[0.9953814,0.00095444336,0.00066236407,0.00007104078,0.000045351087,0.000022288377,0.00002488714,0.000021752769,0.0028164315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977123,0.00051527016,0.00029052322,0.00025976083,0.0006824724,0.0005396884],"domain_scores_gemma":[0.9970807,0.0022492819,0.000055215904,0.0003869886,0.00013160451,0.00009624774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032011797,0.00011206351,0.00031799835,0.00052762986,0.00010245723,0.00003855319,0.00020787951,0.00013574176,0.000048650727],"category_scores_gemma":[0.0009545501,0.00011540903,0.000021567097,0.0007225877,0.00008375562,0.00040330712,0.00015995686,0.002288856,0.000077907236],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001859795,0.00006391465,0.9507643,0.0004452827,0.000009123848,0.000035785346,0.0010372036,0.000042966905,0.00026749194,0.00003138259,0.00005641184,0.047227543],"study_design_scores_gemma":[0.0022571122,0.00057411945,0.97742635,0.0027009184,0.0000100011885,0.000033443794,0.0020497313,0.00028458177,0.00052164396,0.0042879516,0.009654757,0.0001994078],"about_ca_topic_score_codex":0.0010177653,"about_ca_topic_score_gemma":0.00071627664,"teacher_disagreement_score":0.047028136,"about_ca_system_score_codex":0.0005533338,"about_ca_system_score_gemma":0.00011096485,"threshold_uncertainty_score":0.9944068},"labels":[],"label_agreement":null},{"id":"W2974376570","doi":"10.1093/ageing/afz103.217","title":"334 GEMS: Geriatric Emergency Service - Rockwood’s Clinical Frailty Scale and Outcomes","year":2019,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Triage; Institutionalisation; Gerontology; Vulnerability (computing); Aged care; Emergency medicine; Psychiatry","score_opus":0.030890677220279123,"score_gpt":0.3243364555556594,"score_spread":0.29344577833538027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974376570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99027294,0.00092465145,0.00003592136,0.00227027,0.00051585794,0.0003096964,0.000004112538,0.00007321338,0.0055933488],"genre_scores_gemma":[0.98869383,0.00076696486,0.0005672095,0.0016351885,0.00026822527,0.000005675321,0.000013053471,0.00002429595,0.008025537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998761,0.000041054605,0.0003949907,0.00037052846,0.00017474934,0.0002576987],"domain_scores_gemma":[0.99924874,0.00012629447,0.000080543534,0.00031120877,0.000048457794,0.00018474253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020888691,0.0001661633,0.00040625545,0.00006217505,0.00007469667,0.000024641517,0.00007555499,0.00013141126,0.00037972082],"category_scores_gemma":[0.0001132432,0.00013426239,0.00007826808,0.00016688423,0.000025943898,0.0001478524,0.00013628967,0.0002591013,0.00015964315],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029993229,0.000081927305,0.95306355,0.00031188884,0.0000797134,0.0008506926,0.0007426553,8.2422287e-7,0.0010059723,0.000011141712,0.0026665123,0.041155104],"study_design_scores_gemma":[0.0015965977,0.00013974185,0.98463136,0.00009672132,0.00009045069,0.000033305976,0.00019911326,0.00022008106,0.00003993329,0.00015176769,0.012632394,0.00016852784],"about_ca_topic_score_codex":0.00028641426,"about_ca_topic_score_gemma":0.00021727684,"teacher_disagreement_score":0.040986575,"about_ca_system_score_codex":0.000009670165,"about_ca_system_score_gemma":0.000020159816,"threshold_uncertainty_score":0.54750615},"labels":[],"label_agreement":null},{"id":"W2974675456","doi":"10.1017/s1041610219000905","title":"Validation of the Pictorial Fit-Frail Scale in a memory clinic setting","year":2019,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"Canadian Institutes of Health Research; Pfizer Canada; Capital Health; Alzheimer Society; Dalhousie Medical Research Foundation","keywords":"Scale (ratio); Psychology; Gerontology; Clinical psychology; Medicine; Geography; Cartography","score_opus":0.018585724914076885,"score_gpt":0.32479934653901643,"score_spread":0.30621362162493954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974675456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9625244,0.000032209096,0.000035833094,0.0038924457,0.009663309,0.00043193117,0.00002512149,0.000021211394,0.023373514],"genre_scores_gemma":[0.99253064,0.000017680077,0.0007094939,0.00031648332,0.00095021323,0.000010138863,0.000025488838,0.000017369213,0.0054225125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851143,0.00005082053,0.0005003749,0.00024175405,0.00056154316,0.00013409583],"domain_scores_gemma":[0.9990109,0.00016453596,0.00024068024,0.0003518205,0.00019530696,0.00003672503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041358705,0.000101003956,0.00017621694,0.0001640496,0.000014789466,0.000014626876,0.00029469232,0.000107069354,0.00081538863],"category_scores_gemma":[0.0004220272,0.00008144952,0.00013215099,0.00033238428,0.000030672956,0.00010150009,0.00006830018,0.00023408292,0.00019794231],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000540173,0.00045013637,0.95564306,0.000107087944,0.000085484375,0.0000030519536,0.0009883542,0.00020425902,0.016681606,0.000114532246,0.01754433,0.0076379473],"study_design_scores_gemma":[0.009944586,0.00023971357,0.9503495,0.0004431951,0.00006631104,0.000043320404,0.00029413746,0.0008076003,0.013124848,0.0013044359,0.023104707,0.0002776087],"about_ca_topic_score_codex":0.000041610343,"about_ca_topic_score_gemma":0.000011938171,"teacher_disagreement_score":0.030006194,"about_ca_system_score_codex":0.000121923775,"about_ca_system_score_gemma":0.000100690064,"threshold_uncertainty_score":0.89279336},"labels":[],"label_agreement":null},{"id":"W2974946644","doi":"10.1016/j.jamda.2019.08.009","title":"Management of Frailty: A Systematic Review and Network Meta-analysis of Randomized Controlled Trials","year":2019,"lang":"en","type":"review","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":188,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; St. Michael's Hospital; McMaster University; Impact; St. Peter's Hospital","funders":"","keywords":"Medicine; Meta-analysis; Randomized controlled trial; Psychological intervention; MEDLINE; Data extraction; Confidence interval; Strictly standardized mean difference; Placebo; Odds ratio; CINAHL; Systematic review; Physical therapy; Internal medicine; Psychiatry; Alternative medicine; Pathology","score_opus":0.08716270997056633,"score_gpt":0.4022580877086029,"score_spread":0.31509537773803653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2974946644","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012640051,0.99057585,0.0000722536,0.0015862879,0.0003242992,0.0072464505,0.000037382295,0.000006068667,0.00013876827],"genre_scores_gemma":[0.00009456938,0.9974317,0.00022612631,0.0005177763,0.0001278509,0.00018936099,0.000012761948,0.00003085784,0.0013690202],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9706122,0.015755903,0.009831314,0.00022607636,0.0033313702,0.00024312596],"domain_scores_gemma":[0.9130248,0.028325306,0.05702794,0.00063105556,0.0007764047,0.00021448197],"candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch","metaepi_broad"],"category_scores_codex":[0.058450136,0.00045931595,0.09737219,0.00048930943,0.000026744267,0.000015287524,0.0005023353,0.00021757788,0.00027624276],"category_scores_gemma":[0.089125484,0.00018434049,0.027934195,0.0020753546,0.0001991381,0.000038009,0.00010704435,0.00065470405,0.0000020128523],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00097627426,0.0000763738,0.000010312565,0.31931582,0.6724872,0.0000055862665,0.000017872439,0.0000021295177,4.1651415e-8,0.000011726708,0.0014289711,0.0056677056],"study_design_scores_gemma":[0.018699868,0.00007251008,0.000019001538,0.19111398,0.78787416,0.000013396771,0.000010172044,0.000024906692,7.145056e-8,0.000008141496,0.0020640693,0.000099713914],"about_ca_topic_score_codex":0.00004919984,"about_ca_topic_score_gemma":0.0000029639218,"teacher_disagreement_score":0.12820183,"about_ca_system_score_codex":0.0003935294,"about_ca_system_score_gemma":0.00039698006,"threshold_uncertainty_score":0.9818008},"labels":[],"label_agreement":null},{"id":"W2975466964","doi":"10.2196/12163","title":"Developing Machine Learning Algorithms for the Prediction of Early Death in Elderly Cancer Patients: Usability Study","year":2019,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; C4.5 algorithm; Polypharmacy; Machine learning; Naive Bayes classifier; Algorithm; Multilayer perceptron; Decision tree; Cancer; Geriatric Depression Scale; Logistic regression; Internal medicine; Computer science; Artificial neural network; Anxiety; Support vector machine; Psychiatry","score_opus":0.04141765506526159,"score_gpt":0.34396872384579574,"score_spread":0.30255106878053417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2975466964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943194,0.00035740313,0.00025535637,0.00056604424,0.0004952819,0.003828249,0.0000848302,0.000034383844,0.000059101552],"genre_scores_gemma":[0.9971734,0.000069651236,0.0002496348,0.000090325746,0.000121808196,0.0015202996,0.000017612767,0.0000257269,0.00073153694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987313,0.000051018793,0.0003655629,0.0002990478,0.00031998678,0.0002330844],"domain_scores_gemma":[0.9991566,0.00016905874,0.00013921323,0.0002414482,0.00025483884,0.000038873794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023474958,0.00013906,0.00028718958,0.00006874408,0.00005406587,0.000010172064,0.000111247515,0.00006662381,0.00014201389],"category_scores_gemma":[0.00010101516,0.000097780634,0.00006012418,0.00023554279,0.00003150785,0.00011291493,0.000040742296,0.0002687238,0.0000035711862],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025605818,0.00024286,0.9510602,0.00016152617,0.00007774009,3.7243802e-7,0.0029017718,0.00023525946,0.0000706116,0.0000057595066,0.00006240259,0.044925448],"study_design_scores_gemma":[0.0044107535,0.0014708815,0.9869518,0.00029417218,0.00005440352,3.7494866e-7,0.00037781498,0.0036680414,0.00022589251,0.000015659813,0.002438084,0.00009210162],"about_ca_topic_score_codex":0.007340401,"about_ca_topic_score_gemma":0.0022946314,"teacher_disagreement_score":0.044833347,"about_ca_system_score_codex":0.0004737712,"about_ca_system_score_gemma":0.00020544547,"threshold_uncertainty_score":0.9992698},"labels":[],"label_agreement":null},{"id":"W2976980563","doi":"10.5216/ree.v21.52195","title":"Prevalência e fatores associados à fragilidade em idosos atendidos em um ambulatório de especialidades","year":2019,"lang":"pt","type":"article","venue":"Revista Eletrônica de Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.022736295741059717,"score_gpt":0.31002339565713083,"score_spread":0.2872870999160711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976980563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9676023,0.014629236,0.0011867963,0.0023183452,0.0016546451,0.004700868,0.00043693374,0.00086978835,0.006601103],"genre_scores_gemma":[0.9320288,0.0013223644,0.0011547254,0.0029490811,0.0032464077,0.0001574852,0.00024692607,0.0005312805,0.05836298],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9880386,0.001376515,0.002467069,0.00222582,0.0022869555,0.0036050484],"domain_scores_gemma":[0.9916651,0.0013114766,0.0012760733,0.0034721345,0.00060459523,0.0016705737],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0026684466,0.0017574324,0.0029170013,0.00062885333,0.00044250907,0.0014958866,0.001967062,0.0016746107,0.0068083596],"category_scores_gemma":[0.0036830322,0.0018465525,0.0014293691,0.0014472618,0.00030557514,0.0006304838,0.0008528071,0.0033439752,0.010098116],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018691232,0.0035055643,0.5400655,0.017538683,0.005309673,0.0044813887,0.034588717,0.00018058835,0.04860021,0.013621214,0.25699633,0.073242985],"study_design_scores_gemma":[0.013062212,0.0020034479,0.5860844,0.010626512,0.003657385,0.00088458706,0.005816009,0.004553574,0.006415755,0.00045797176,0.3619134,0.004524723],"about_ca_topic_score_codex":0.00013924492,"about_ca_topic_score_gemma":0.00008464261,"teacher_disagreement_score":0.10491708,"about_ca_system_score_codex":0.0035688963,"about_ca_system_score_gemma":0.0018958106,"threshold_uncertainty_score":0.99962145},"labels":[],"label_agreement":null},{"id":"W2977300792","doi":"10.1097/mej.0000000000000632","title":"Clinical impression for identification of vulnerable older patients in the emergency department","year":2020,"lang":"en","type":"article","venue":"European Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thunder Bay Regional Health Sciences Centre","funders":"","keywords":"Emergency department; Medicine; Observational study; Vulnerability (computing); Delirium; Clinical Global Impression; Medical emergency; Nursing; Psychiatry","score_opus":0.09140917755200259,"score_gpt":0.3885733674367233,"score_spread":0.2971641898847207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977300792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9699662,0.0016968634,0.0051863356,0.015082258,0.004819955,0.0010051049,0.00001521677,0.000011157236,0.0022169305],"genre_scores_gemma":[0.99543154,0.0019904054,0.00026804677,0.0003491019,0.0015699703,0.000004645283,0.00003325121,0.000030749157,0.00032228418],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99525034,0.00075204636,0.0029567303,0.00020375535,0.0006432973,0.00019380829],"domain_scores_gemma":[0.9974887,0.0001337109,0.0012401199,0.00028296193,0.0006522866,0.0002022457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039024807,0.00015515603,0.0004649544,0.00010533827,0.000054009433,0.00000153847,0.0003593136,0.000032364653,0.0008474047],"category_scores_gemma":[0.0041050036,0.00009089021,0.00023194787,0.00034008024,0.00005279589,0.00010399645,0.000034513927,0.00042808533,0.000013798198],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001243676,0.0014840723,0.3586132,0.00058644364,0.00021109317,0.00006477656,0.008890728,0.000059611582,0.008483196,0.000035201505,0.5915832,0.028744817],"study_design_scores_gemma":[0.008788812,0.0061130314,0.94058645,0.00057835586,0.0003842254,0.000012763864,0.00091229554,0.0004577608,0.000567799,0.000066065986,0.041394383,0.00013805876],"about_ca_topic_score_codex":0.000003865173,"about_ca_topic_score_gemma":0.0000017631601,"teacher_disagreement_score":0.58197325,"about_ca_system_score_codex":0.000018633315,"about_ca_system_score_gemma":0.00003762423,"threshold_uncertainty_score":0.9278487},"labels":[],"label_agreement":null},{"id":"W2977959401","doi":"10.1213/ane.0000000000004475","title":"Prospective Comparison of Preoperative Predictive Performance Between 3 Leading Frailty Instruments","year":2019,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Montfort Hospital; University of Ottawa","funders":"","keywords":"Medicine; Prospective cohort study; Percentile; Area under the curve; Adverse effect; Predictive validity; Cohort; Cohort study; Predictive value of tests; Internal medicine","score_opus":0.02511052685270559,"score_gpt":0.29844383799657204,"score_spread":0.27333331114386644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2977959401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909039,0.00010962773,0.00006089236,0.0005031751,0.00004022017,0.0013341851,0.000006201652,0.00009894334,0.006942843],"genre_scores_gemma":[0.9966406,0.000018361861,0.00064829557,0.00013886458,0.00010814571,0.000042632484,0.000056018314,0.0000447213,0.00230232],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99784213,0.000076627126,0.0005651576,0.0005027464,0.0006101682,0.0004031526],"domain_scores_gemma":[0.9986697,0.000095018644,0.00028218035,0.0005066471,0.0002821035,0.00016434662],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019377898,0.00031344002,0.0009107735,0.00018824478,0.00008963199,0.000019592053,0.00022587906,0.00018212365,0.00019481055],"category_scores_gemma":[0.000042688174,0.00027680502,0.0001375458,0.00044029765,0.00017895688,0.00034819884,0.000042790078,0.0004222596,0.0003359196],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027853594,0.00018898938,0.99106413,0.0001997856,0.00024515315,0.00001109986,0.0032935012,0.00004903916,0.00074908487,0.00013922823,0.00035295403,0.0034285106],"study_design_scores_gemma":[0.0017502494,0.0020893528,0.9539879,0.00053665705,0.00019860547,0.00006566969,0.00072769413,0.0019096007,0.037973754,0.00003809212,0.00048215516,0.0002402787],"about_ca_topic_score_codex":0.000055632332,"about_ca_topic_score_gemma":0.000004839053,"teacher_disagreement_score":0.03722467,"about_ca_system_score_codex":0.0001962276,"about_ca_system_score_gemma":0.00015709535,"threshold_uncertainty_score":0.9999684},"labels":[],"label_agreement":null},{"id":"W2978372364","doi":"10.1093/ageing/afz111","title":"Investigating the feasibility and reliability of the Pictorial Fit-Frail Scale","year":2019,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Martha's Regional Hospital; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Canadian Frailty Network","keywords":"Medicine; Reliability (semiconductor); Scale (ratio); Reliability engineering; Gerontology; Cartography","score_opus":0.027623431765116252,"score_gpt":0.2736413088938205,"score_spread":0.24601787712870424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978372364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956952,0.00015478255,0.0000046370446,0.0018794454,0.0002616286,0.00040926962,0.0000028853976,0.000014957356,0.0015772018],"genre_scores_gemma":[0.9986864,0.000011403394,0.00026477213,0.0003503128,0.00015604791,0.0000029149926,9.555241e-7,0.0000063916887,0.00052083854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99927455,0.00007486083,0.00017703768,0.00019145658,0.00016324893,0.000118831675],"domain_scores_gemma":[0.9991636,0.00025232474,0.00006580257,0.00042960123,0.000038856986,0.000049764603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003851294,0.00007829075,0.0001620821,0.000008720366,0.000096382406,0.000017458806,0.00007959322,0.000050531846,0.000019458475],"category_scores_gemma":[0.00072780566,0.000040665087,0.000041916242,0.000089345005,0.00025393936,0.00006127401,0.00013694531,0.00020317252,0.0000019795766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002295037,0.000035425743,0.9677893,0.00032525716,0.000012239961,0.000019013465,0.0038934932,0.0000059926574,0.01781835,0.000052134015,0.0003968878,0.009628971],"study_design_scores_gemma":[0.00075970363,0.000073231866,0.99458224,0.00021757967,0.000032338463,0.0000071987765,0.00024700325,0.00017739496,0.0012312292,0.0015718355,0.001048301,0.000051931318],"about_ca_topic_score_codex":0.00024097844,"about_ca_topic_score_gemma":0.00007316094,"teacher_disagreement_score":0.02679297,"about_ca_system_score_codex":0.000017274731,"about_ca_system_score_gemma":0.000028239994,"threshold_uncertainty_score":0.16582741},"labels":[],"label_agreement":null},{"id":"W2979055315","doi":"10.1093/geroni/igx004.2103","title":"ASSOCIATION BETWEEN FRAILTY AND POSTOPERATIVE COMPLICATIONS IN PATIENTS UNDERGOING ABDOMINAL SURGERY","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Confounding; Logistic regression; Comorbidity; Confidence interval; Observational study; Prospective cohort study; Cohort study; Surgery; Population; Cohort; Odds ratio; Internal medicine","score_opus":0.05250233618081245,"score_gpt":0.3299122658112456,"score_spread":0.27740992963043315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979055315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819334,0.0000075687567,0.0002837723,0.015640048,0.00010253695,0.00027021344,0.000009023367,0.000020951542,0.0017324648],"genre_scores_gemma":[0.9984167,0.000005339202,0.000612992,0.00056444964,0.00004709917,0.00001985263,0.00012398681,0.000011252808,0.000198319],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988912,0.000039488266,0.0004843522,0.00020337183,0.00020850005,0.00017311031],"domain_scores_gemma":[0.99868244,0.00041746433,0.00035378977,0.00023053841,0.00029151345,0.000024236197],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005663322,0.000092593196,0.00021424661,0.0004396863,0.00018180613,0.00007932931,0.00006310444,0.00007789599,0.000009767683],"category_scores_gemma":[0.0024685804,0.00010257047,0.0000144888945,0.0003492933,0.0000381188,0.00036835304,0.000050331357,0.00023371445,0.000008508804],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010114608,0.000040943654,0.98497725,0.00002284914,0.00001656895,0.0000016425513,0.0005528626,0.0000029876994,0.00018002756,0.00027645787,0.00044142883,0.013476869],"study_design_scores_gemma":[0.0015510465,0.000020672602,0.9967595,0.00039475047,0.00000857884,8.5255056e-7,0.00009373609,0.0001401024,0.00027704256,0.00043392825,0.00022602027,0.00009378243],"about_ca_topic_score_codex":0.00020016676,"about_ca_topic_score_gemma":0.00020096831,"teacher_disagreement_score":0.016483288,"about_ca_system_score_codex":0.00039133834,"about_ca_system_score_gemma":0.00008349061,"threshold_uncertainty_score":0.41827023},"labels":[],"label_agreement":null},{"id":"W2979222282","doi":"10.1007/s12603-019-1273-z","title":"Physical Frailty: ICFSR International Clinical Practice Guidelines for Identification and Management","year":2019,"lang":"en","type":"article","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1017,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Queen's University; Université du Québec à Montréal; University of Alberta","funders":"French Dairy Interbranch Organization; Mylan; Radius Health; Les Laboratories Pierre Fabre","keywords":"Medicine; Context (archaeology); Polypharmacy; Sarcopenia; Geriatrics; Gerontology; Intensive care medicine; Psychiatry","score_opus":0.1422889046563351,"score_gpt":0.5056934036305522,"score_spread":0.36340449897421706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979222282","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24092765,0.0020106642,0.019588916,0.73387754,0.0018325194,0.0014549531,0.0000110671535,0.00002374154,0.0002729471],"genre_scores_gemma":[0.85257566,0.020505512,0.08193672,0.038244914,0.0054359646,0.00003175451,0.0000403371,0.000041766558,0.0011873695],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827194,0.00013307719,0.0009301029,0.000113972346,0.00041608856,0.00013481968],"domain_scores_gemma":[0.9970119,0.000680444,0.0007633595,0.00016376894,0.0012755487,0.000104969076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003079351,0.00007738643,0.00024490492,0.00010730527,0.000076980206,0.000028940556,0.00012164334,0.000028943145,0.000009197462],"category_scores_gemma":[0.0010341145,0.000055734403,0.000091771486,0.00008095147,0.000034389122,0.00028158337,0.000031821495,0.00024593444,0.000012472823],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035079897,0.0035701706,0.0031694279,0.0039161975,0.0009139562,0.000030349234,0.0033674526,0.00011962562,0.0024159413,0.003465944,0.40277132,0.57275164],"study_design_scores_gemma":[0.017528698,0.0023439082,0.06780074,0.004789782,0.0006369751,0.0019987759,0.006953264,0.01505561,0.0003822444,0.004920914,0.8773475,0.0002415317],"about_ca_topic_score_codex":0.000010229865,"about_ca_topic_score_gemma":0.00000113908,"teacher_disagreement_score":0.69563264,"about_ca_system_score_codex":0.00009416773,"about_ca_system_score_gemma":0.000062924264,"threshold_uncertainty_score":0.22727829},"labels":[],"label_agreement":null},{"id":"W2979284939","doi":"10.4314/gmj.v53i3.5","title":"Frailty and mortality among older patients in a tertiary hospital in Nigeria","year":2019,"lang":"en","type":"article","venue":"Ghana Medical Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Underweight; Logistic regression; Multivariate analysis; Prospective cohort study; Malnutrition; Gerontology; Body mass index; Internal medicine","score_opus":0.008413969968736112,"score_gpt":0.2710572729755595,"score_spread":0.26264330300682337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979284939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99578696,0.00014624171,0.000024092034,0.0023978031,0.0006938855,0.00039536087,0.0000033825888,0.000015107307,0.0005371598],"genre_scores_gemma":[0.9984613,0.000081418206,0.00008591679,0.00094590714,0.00020269056,0.00000700759,0.000011302612,0.00001952025,0.00018495688],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997523,0.00010923162,0.0006090462,0.00028216597,0.0010403915,0.00043613501],"domain_scores_gemma":[0.998901,0.00008288879,0.00011255185,0.0002111464,0.00006499677,0.0006273956],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006748806,0.00017275491,0.00039876785,0.00020625464,0.000026742633,0.000028223694,0.00015547955,0.00025313825,0.0013831524],"category_scores_gemma":[0.00080414827,0.00013752234,0.0000698455,0.00018361903,0.0001489615,0.00022195501,0.00009516273,0.0011718678,0.000041647316],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031112348,0.0004190009,0.9844423,0.000055917324,0.000030869185,0.00055481354,0.0010372855,3.611811e-7,0.000013718701,0.000002021411,0.001254599,0.01215803],"study_design_scores_gemma":[0.0063168965,0.00020945203,0.9913435,0.0010296929,0.000013792276,0.000109738896,0.0002960958,0.00028990518,0.000030406116,0.00009587424,0.0001159606,0.000148675],"about_ca_topic_score_codex":0.00020842558,"about_ca_topic_score_gemma":0.00082208955,"teacher_disagreement_score":0.012009354,"about_ca_system_score_codex":0.00013578511,"about_ca_system_score_gemma":0.0001869655,"threshold_uncertainty_score":0.9995297},"labels":[],"label_agreement":null},{"id":"W2979340990","doi":"10.1016/s0140-6736(19)31785-4","title":"Management of frailty: opportunities, challenges, and future directions","year":2019,"lang":"en","type":"review","venue":"The Lancet","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1632,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Health and Medical Research Council","keywords":"Psychological intervention; Stressor; Gerontology; Medicine; Cognition; Identification (biology); Presentation (obstetrics); Psychology; Risk analysis (engineering); Nursing; Psychiatry","score_opus":0.2552588301098171,"score_gpt":0.3667942642855892,"score_spread":0.11153543417577211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979340990","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[6.828927e-7,0.9180398,6.85786e-7,0.006924627,0.00046579711,0.00083032646,0.00010873695,0.000050999955,0.07357835],"genre_scores_gemma":[7.6186757e-7,0.9848876,0.00017980563,0.00012802207,0.0018276593,0.0000716723,0.00011124494,0.000040369607,0.01275287],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989938,0.00008257979,0.0002904813,0.00022742069,0.00020472883,0.00020099181],"domain_scores_gemma":[0.998603,0.00008551502,0.0001875864,0.0010348473,0.00003151148,0.000057528465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022701133,0.0002378108,0.0016517184,0.00007055791,0.000031797335,0.0000076035167,0.00023354788,0.00016160132,0.000097786586],"category_scores_gemma":[0.000005872334,0.00013964831,0.00015815781,0.00008474032,0.00008019992,0.000022486922,0.00012501964,0.00036685064,0.000039348484],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000707058,0.00002230331,2.6517205e-7,0.05574846,0.00051204214,0.000027396456,0.00018417493,4.001597e-9,9.984691e-9,0.0035472477,0.013927565,0.9260235],"study_design_scores_gemma":[0.0004289547,0.00005569192,0.000076910095,0.017491225,0.0017689819,0.00014108571,0.00027096362,3.5268906e-7,5.0945914e-8,0.00006131895,0.9795814,0.0001230466],"about_ca_topic_score_codex":0.000007056132,"about_ca_topic_score_gemma":0.000004910081,"teacher_disagreement_score":0.96565384,"about_ca_system_score_codex":0.000039631574,"about_ca_system_score_gemma":0.00006275171,"threshold_uncertainty_score":0.5694693},"labels":[],"label_agreement":null},{"id":"W2979345003","doi":"10.1016/j.nut.2019.110610","title":"Association of fatty acid consumption with frailty and mortality among middle-aged and older adults","year":2019,"lang":"en","type":"article","venue":"Nutrition","topic":"Frailty in Older Adults","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Docosapentaenoic acid; National Health and Nutrition Examination Survey; Medicine; Hexanoic acid; Polyunsaturated fatty acid; Saturated fatty acid; Fatty acid; Gerontology; Demography; Eicosapentaenoic acid; Environmental health; Biology; Population; Biochemistry","score_opus":0.020409062211646074,"score_gpt":0.25768800814460224,"score_spread":0.23727894593295618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979345003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980194,0.0002882572,0.000095832766,0.00028462423,0.000059704274,0.0009640936,0.00003887009,0.000043862237,0.00020534408],"genre_scores_gemma":[0.9985315,0.00022117629,0.0006780051,0.000064912536,0.000045120534,0.00003212316,0.00012621767,0.0000125204515,0.00028839734],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990757,0.00004974528,0.00020473904,0.00024049476,0.00029353757,0.00013579465],"domain_scores_gemma":[0.99937993,0.00006582733,0.00017340317,0.00016841844,0.00013896727,0.00007347541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018023752,0.00011104545,0.00024548266,0.00006562705,0.000031624866,0.000013374169,0.000021365922,0.0001557875,0.0000871069],"category_scores_gemma":[0.00006392463,0.00010017377,0.000026444788,0.00007945566,0.00007053025,0.00019615192,0.000014126292,0.00015255794,0.000007672692],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026277907,0.00019975875,0.9863975,0.0015486223,0.00006625381,0.0000027220724,0.00043015642,1.8089935e-7,0.010072592,0.000010805288,0.00021376065,0.0007948909],"study_design_scores_gemma":[0.007759484,0.000292899,0.97287077,0.0015498134,0.00011727797,0.000014519033,0.00016634222,0.00015712796,0.016899617,0.00003978394,0.000030340581,0.000102017766],"about_ca_topic_score_codex":0.00010576646,"about_ca_topic_score_gemma":0.00022512922,"teacher_disagreement_score":0.013526701,"about_ca_system_score_codex":0.000073257615,"about_ca_system_score_gemma":0.000012133214,"threshold_uncertainty_score":0.4084968},"labels":[],"label_agreement":null},{"id":"W2979421788","doi":"10.1016/j.cjca.2019.07.613","title":"FRAILTY ASSESSMENT USING ESTABLISHED DATA REGISTRY IN CARDIAC SURGERY: DEFICIT BASED APPROACH AND IMPACT ON CLINICAL OUTCOMES","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Saint John Regional Hospital","funders":"","keywords":"Medicine; Frailty Index; Retrospective cohort study; Framingham Risk Score; Internal medicine; Surgery; Emergency medicine; Disease","score_opus":0.12051481350890912,"score_gpt":0.38747568483798955,"score_spread":0.2669608713290804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979421788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934396,0.00033153233,0.0006575089,0.0009869889,0.0011726513,0.00028388549,0.00023161175,0.000005028367,0.0028911554],"genre_scores_gemma":[0.99726015,0.000034393102,0.0016529026,0.00041161093,0.00044925878,0.0000011651067,0.00012475977,0.000028055169,0.000037688125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749994,0.00061186816,0.0007997279,0.0003695528,0.00024029595,0.00047861083],"domain_scores_gemma":[0.9965509,0.0011991063,0.0003175856,0.00097524846,0.00015437794,0.0008027709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030593434,0.000217938,0.0017703156,0.0005368843,0.00003573904,0.00003889393,0.0002903634,0.0003005767,0.000025644731],"category_scores_gemma":[0.0015522693,0.00016854456,0.0004006075,0.00019647297,0.0001777338,0.00015612852,0.000037038903,0.0009072511,0.0000031959662],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000099816156,0.000008971077,0.9856667,0.000035214278,0.00033128503,0.00029849017,0.000012224616,0.00175057,0.000017355338,0.000009392964,0.009772658,0.001997342],"study_design_scores_gemma":[0.0013522146,0.00030818736,0.9885108,0.0001399811,0.00016696699,0.00041800804,0.00012383802,0.0011709989,0.000001329377,0.000011867071,0.00764168,0.00015416672],"about_ca_topic_score_codex":0.00365925,"about_ca_topic_score_gemma":0.00053236604,"teacher_disagreement_score":0.0048639593,"about_ca_system_score_codex":0.00046822662,"about_ca_system_score_gemma":0.005332186,"threshold_uncertainty_score":0.94590694},"labels":[],"label_agreement":null},{"id":"W2979434443","doi":"10.1016/s0140-6736(19)31786-6","title":"Frailty: implications for clinical practice and public health","year":2019,"lang":"en","type":"review","venue":"The Lancet","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3237,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"World Health Organization","keywords":"Medicine; Gerontology; Vulnerability (computing); Public health; Psychological intervention; Population ageing; Stressor; Socioeconomic status; Health care; Population; Environmental health; Nursing; Psychiatry","score_opus":0.5231563401984237,"score_gpt":0.5583258309132776,"score_spread":0.03516949071485387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979434443","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.4111314e-7,0.80258596,0.00022667479,0.19192927,0.00027796737,0.0024947042,0.00028248326,0.00006016165,0.0021423185],"genre_scores_gemma":[0.0000013686857,0.97855306,0.0043796967,0.012072578,0.0026659712,0.00030389667,0.0003517604,0.000051902523,0.0016197718],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980851,0.0003255732,0.0006800126,0.00037803018,0.00012999287,0.00040132843],"domain_scores_gemma":[0.9938795,0.0037664943,0.00057432626,0.0014515176,0.00014140905,0.00018677062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020865314,0.00021129972,0.0022554174,0.000046393307,0.00009949658,0.00005388617,0.00034593284,0.00021325472,0.000015095685],"category_scores_gemma":[0.0046981876,0.0001229204,0.00025673272,0.00016161574,0.00010876064,0.00006966566,0.00010301448,0.00067580014,0.00013990237],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007834815,0.000046932924,0.000043669257,0.008260614,0.00014348984,2.6463994e-7,0.000028991864,1.7920129e-9,3.6985537e-9,0.0015350289,0.25780785,0.73212534],"study_design_scores_gemma":[0.0008368206,0.000215527,0.00049861695,0.0028342092,0.000685609,0.00027055616,0.000019039031,0.000001648274,1.9113355e-9,0.0001354369,0.99439037,0.00011217012],"about_ca_topic_score_codex":0.000016651273,"about_ca_topic_score_gemma":0.00000818092,"teacher_disagreement_score":0.7365825,"about_ca_system_score_codex":0.00008076841,"about_ca_system_score_gemma":0.0010220908,"threshold_uncertainty_score":0.5624509},"labels":[],"label_agreement":null},{"id":"W2979437161","doi":"10.1016/j.cjca.2019.09.025","title":"Cost-Effectiveness Analysis of Frailty Assessment in Older Patients Undergoing Coronary Artery Bypass Grafting Surgery","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Impact; Western University","funders":"Academic Medical Organization of Southwestern Ontario; U.S. Department of Veterans Affairs","keywords":"Medicine; Quality-adjusted life year; Cohort; Cost–benefit analysis; Bypass grafting; Cost effectiveness; Coronary artery disease; Risk assessment; Emergency medicine; Gerontology; Surgery; Internal medicine; Artery; Risk analysis (engineering)","score_opus":0.03328661618199933,"score_gpt":0.3000267608835545,"score_spread":0.26674014470155516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979437161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99603856,0.00017508073,0.00091390696,0.00022181522,0.00090666255,0.0003978058,0.00003590338,0.000003535797,0.0013067166],"genre_scores_gemma":[0.99950033,0.000025895684,0.00010146376,0.00014421875,0.00011181649,0.0000069702332,0.00006083013,0.00002029368,0.000028196013],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978588,0.00048322702,0.00076478353,0.00021448627,0.00025065453,0.00042801],"domain_scores_gemma":[0.99713314,0.0013531151,0.00040058506,0.00028503424,0.00043098355,0.00039715576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010505315,0.00016951795,0.0014258095,0.0016307697,0.000030870597,0.0000092042255,0.00012851124,0.00017888333,0.00007763452],"category_scores_gemma":[0.00045306346,0.0001609319,0.0005019971,0.00069667766,0.000100537036,0.00012499387,0.00001769322,0.00046660515,0.0000044046596],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008328675,0.00001404084,0.98404723,0.0000794459,0.002295301,0.00036650692,0.00014292037,0.00803696,0.00011923315,0.00001303242,0.0004358027,0.0043662125],"study_design_scores_gemma":[0.0023435415,0.00027803262,0.9948321,0.00035785616,0.00073455146,0.00017326248,0.00023188785,0.00017026006,0.000038003473,0.000023081842,0.0006879969,0.00012941912],"about_ca_topic_score_codex":0.0008216333,"about_ca_topic_score_gemma":0.0048692403,"teacher_disagreement_score":0.010784849,"about_ca_system_score_codex":0.0007673497,"about_ca_system_score_gemma":0.0022283315,"threshold_uncertainty_score":0.6562612},"labels":[],"label_agreement":null},{"id":"W2979468823","doi":"10.1002/cl2.1054","title":"PROTOCOL: Health, social care and technological interventions to improve functional ability of older adults: Evidence and gap map","year":2019,"lang":"en","type":"article","venue":"Campbell Systematic Reviews","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa; Bruyère","funders":"World Health Organization","keywords":"Psychological intervention; Protocol (science); Health care; Social care; Psychology; Gerontology; Nursing; Medicine; Psychiatry; Alternative medicine; Political science","score_opus":0.09256777219356499,"score_gpt":0.3862867285316119,"score_spread":0.2937189563380469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979468823","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07056428,0.050529085,0.0024113073,0.0041133794,0.00037574704,0.87149507,0.00003961916,0.00013888266,0.0003326062],"genre_scores_gemma":[0.72086626,0.00038489874,0.004724468,0.0005963594,0.00014686518,0.27224234,0.000017862822,0.000043862325,0.0009771007],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9969229,0.00048737248,0.0015692291,0.00048686576,0.00031481762,0.00021879714],"domain_scores_gemma":[0.9980455,0.00027823725,0.0006788689,0.0005776907,0.0002636614,0.00015604489],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001862725,0.00022466626,0.001481305,0.0000886428,0.00006964179,0.000019374593,0.000115648254,0.00013724498,0.00013460373],"category_scores_gemma":[0.0021050246,0.0001461146,0.0002472707,0.00019480339,0.00013536774,0.00009093646,0.00013008018,0.00020383474,0.00011964024],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057472636,0.000113722526,0.0040918463,0.9789904,0.000026456702,9.604623e-7,0.0018480025,6.819882e-8,0.000350335,0.00017486731,0.0014305769,0.012915338],"study_design_scores_gemma":[0.00478344,0.003798398,0.040839836,0.9335157,0.00038386666,0.00019470623,0.007695406,0.00006759736,0.00022730295,0.00020235009,0.0077012475,0.00059013563],"about_ca_topic_score_codex":0.000022427213,"about_ca_topic_score_gemma":0.000015887308,"teacher_disagreement_score":0.650302,"about_ca_system_score_codex":0.00016455335,"about_ca_system_score_gemma":0.00007421406,"threshold_uncertainty_score":0.595838},"labels":[],"label_agreement":null},{"id":"W2979481922","doi":"10.1016/j.cjca.2019.07.447","title":"THE TRAJECTORY OF FRAILTY SCORES OVER THE COURSE OF CARDIAC REHABILITATION","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Rehabilitation; Physical therapy; Gerontology","score_opus":0.011655260395718816,"score_gpt":0.25974956109069586,"score_spread":0.24809430069497704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979481922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879771,0.003987756,0.000021353688,0.0032417136,0.001447111,0.0002721727,0.000045686356,0.0000017145621,0.003005417],"genre_scores_gemma":[0.9991839,0.00008802627,0.00005511282,0.00009746975,0.00040985446,0.0000021541168,0.0000022997067,0.000011892168,0.00014929182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987869,0.00028158072,0.00044826596,0.00008427735,0.00018313795,0.00021582117],"domain_scores_gemma":[0.9975898,0.0010513677,0.00029878566,0.00039979143,0.00047271408,0.00018752382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009271905,0.000091857764,0.00052631117,0.00010782478,0.000048080023,0.000004479662,0.0002155659,0.000104901046,0.000031547683],"category_scores_gemma":[0.0007993974,0.000050973795,0.0003698656,0.00012026137,0.00061411003,0.000043476877,0.00000808791,0.00030489848,0.000004233664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021796714,0.0000052479827,0.8958208,0.000098724806,0.00094216294,0.000014282046,0.001992324,0.0007305336,0.0046244743,0.0007621254,0.08007191,0.014719477],"study_design_scores_gemma":[0.000571767,0.0007744059,0.9002697,0.00010471953,0.00014856622,0.000101833895,0.001060969,0.00000856982,0.00041728857,0.00024639152,0.09624606,0.00004973924],"about_ca_topic_score_codex":0.0009802281,"about_ca_topic_score_gemma":0.0016057598,"teacher_disagreement_score":0.016174149,"about_ca_system_score_codex":0.00010303346,"about_ca_system_score_gemma":0.0015911112,"threshold_uncertainty_score":0.28225628},"labels":[],"label_agreement":null},{"id":"W2979679387","doi":"10.1007/s00134-019-05795-8","title":"Frailty and invasive mechanical ventilation: association with outcomes, extubation failure, and tracheostomy","year":2019,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut du Savoir Montfort; Bruyère; Sinai Health System; McMaster University; Toronto General Hospital; Ottawa Hospital; University Health Network; University of Toronto; University of Alberta; Queen's University; Impact; University of Ottawa","funders":"","keywords":"Medicine; Mechanical ventilation; Odds ratio; Intensive care unit; Anesthesiology; Confidence interval; Retrospective cohort study; Ventilation (architecture); Intensive care; Emergency medicine; Intensive care medicine; Internal medicine; Anesthesia","score_opus":0.01707431020337458,"score_gpt":0.2738758303524533,"score_spread":0.2568015201490787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979679387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.967023,0.00074414583,0.00026043333,0.029826095,0.0003303973,0.0009050164,0.000011301792,0.0000720559,0.00082756625],"genre_scores_gemma":[0.9921298,0.00006419155,0.00045491874,0.005508048,0.0001642055,0.000022049882,0.0001888749,0.000029134242,0.0014387665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99850094,0.000045511322,0.00029836746,0.00039557455,0.0005427468,0.00021687648],"domain_scores_gemma":[0.99616164,0.00043911947,0.00019569811,0.0002519382,0.0027761997,0.00017543056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016744237,0.00022092805,0.00054639124,0.00013797829,0.00004883294,0.00001444156,0.00004629563,0.0001870898,0.00020073898],"category_scores_gemma":[0.0030467105,0.00015578215,0.00003609707,0.0001629414,0.0001047059,0.00013871727,0.000041457497,0.00033644334,0.000029619072],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038854833,0.000025203966,0.9611432,0.00041214653,0.00031796368,0.00012949115,0.008418974,0.0000013751562,0.009521518,0.0003267078,0.010600987,0.008713884],"study_design_scores_gemma":[0.011846214,0.003243717,0.9260266,0.0018145441,0.0006844944,0.00048614232,0.04010269,0.0001164874,0.0053285654,0.00019962467,0.009785234,0.00036568797],"about_ca_topic_score_codex":0.00009811279,"about_ca_topic_score_gemma":0.00016993102,"teacher_disagreement_score":0.0351166,"about_ca_system_score_codex":0.0002462061,"about_ca_system_score_gemma":0.000075316384,"threshold_uncertainty_score":0.6352612},"labels":[],"label_agreement":null},{"id":"W2979725346","doi":"10.1016/j.cjca.2019.07.174","title":"THE FRAIL-D STUDY: IMPLICATIONS OF THE FRAILTY PHENOTYPE IN PATIENTS UNDERGOING PRIMARY PREVENTION IMPLANTABLE CARDIOVERTER DEFIBRILLATORS","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Medicine; Implantable cardioverter-defibrillator; Cardiac resynchronization therapy; Sudden cardiac death; Heart failure; Internal medicine; Cohort; Prospective cohort study; Population; Ejection fraction; Cardiomyopathy; Cardiology","score_opus":0.014019745830510896,"score_gpt":0.2449424224493107,"score_spread":0.23092267661879978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979725346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97566193,0.0003516533,0.000039248636,0.0004831904,0.0008766457,0.00062071957,0.00002095163,0.000002345765,0.021943307],"genre_scores_gemma":[0.9994248,0.00002573343,0.000022375636,0.00012911529,0.00015382716,0.0000038530206,0.0000052078835,0.000015337597,0.0002197145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986495,0.00023605206,0.0004986826,0.00013151113,0.00018958907,0.00029466057],"domain_scores_gemma":[0.99862754,0.00021319075,0.00026871366,0.00046320344,0.00026744822,0.0001598879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042660563,0.00010984656,0.0005156855,0.00013839107,0.00009986967,0.000011957028,0.00024211696,0.00009823176,0.000005283002],"category_scores_gemma":[0.0002379475,0.000068909234,0.00021532278,0.00022170681,0.00009662842,0.0000777887,0.000032124564,0.0002997479,0.000007957338],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047969585,0.00000644284,0.9874872,0.000017821181,0.00026154282,0.0000012401316,0.00021910112,0.00041703845,0.00006152354,0.00006100684,0.0071913605,0.0042277384],"study_design_scores_gemma":[0.00188318,0.0004547749,0.97612673,0.00008869723,0.00011405776,0.00010689507,0.00027607838,9.487016e-7,0.00002131924,0.00032260464,0.020541772,0.00006294766],"about_ca_topic_score_codex":0.0006574802,"about_ca_topic_score_gemma":0.0065460014,"teacher_disagreement_score":0.023762899,"about_ca_system_score_codex":0.00040777377,"about_ca_system_score_gemma":0.001603532,"threshold_uncertainty_score":0.36528224},"labels":[],"label_agreement":null},{"id":"W2979794911","doi":"10.1016/j.ijcard.2019.09.064","title":"The Hospital Frailty Risk Score and its association with in-hospital mortality, cost, length of stay and discharge location in patients with heart failure short running title: Frailty and outcomes in heart failure","year":2019,"lang":"en","type":"article","venue":"International Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; McMaster University; Population Health Research Institute; University of Manitoba; St. Boniface Hospital","funders":"Biosensors International Group; National Institute for Health and Care Research","keywords":"Medicine; Heart failure; Retrospective cohort study; Odds ratio; Internal medicine; Framingham Risk Score; Emergency medicine; Disease","score_opus":0.00888759988516672,"score_gpt":0.2705794643017971,"score_spread":0.26169186441663034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979794911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964038,0.00017843337,0.000019739757,0.0028154699,0.0001860659,0.00030451964,0.000024624149,0.0000024583976,0.000064849984],"genre_scores_gemma":[0.99964803,0.00005638799,0.00014737285,0.00003346385,0.00005787087,0.000004411064,0.000012667214,0.000009339685,0.000030449295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999016,0.000061969244,0.00030682434,0.00013164521,0.0003637305,0.000119826684],"domain_scores_gemma":[0.9992228,0.00014263901,0.00019105528,0.00007317782,0.0003302091,0.000040113457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035683485,0.00009897305,0.0003399566,0.00013519356,0.000015408094,0.000016564356,0.000064465086,0.00008903666,0.000005906781],"category_scores_gemma":[0.00021711815,0.000063830754,0.000027079805,0.00007343236,0.000055381497,0.00017921813,0.00003842716,0.00033975265,0.0000011699768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010666099,0.000041097104,0.99868494,0.000010441258,0.00017525967,0.0000056554572,0.00019430468,0.000052294276,0.000014755692,0.00003829055,0.00030295554,0.00037333704],"study_design_scores_gemma":[0.0023247933,0.00066703785,0.99562865,0.00017618641,0.000027640042,0.000024173383,0.00019423083,0.00006338911,0.000030029767,0.00003943474,0.00075588975,0.00006852943],"about_ca_topic_score_codex":0.000041894116,"about_ca_topic_score_gemma":0.00021874845,"teacher_disagreement_score":0.0032441982,"about_ca_system_score_codex":0.000116819385,"about_ca_system_score_gemma":0.000060814647,"threshold_uncertainty_score":0.26029426},"labels":[],"label_agreement":null},{"id":"W2980096606","doi":"10.1136/bmjopen-2019-032904","title":"Prevalence and factors associated with frailty among community-dwelling older people in rural Thanjavur district of South India: a cross-sectional study","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Indigenous Peoples' Health; Academy of Scientific and Innovative Research","keywords":"Medicine; Socioeconomic status; Gerontology; Odds; Cross-sectional study; Logistic regression; Demography; Stratified sampling; Frailty Index; Odds ratio; Fear of falling; Falling (accident); Injury prevention; Population; Poison control; Environmental health","score_opus":0.06935593917332272,"score_gpt":0.36459273986913976,"score_spread":0.29523680069581704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980096606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911082,0.000009775474,0.0000066553102,0.000014834231,0.00006143716,0.007931794,0.00008501879,0.000023908524,0.0007584208],"genre_scores_gemma":[0.9986048,0.0000010115187,0.000020867772,0.00001767221,0.000013898829,0.00015500259,0.00008702416,0.000025807947,0.0010739121],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982467,0.00031746866,0.0004458976,0.00023961344,0.00049772224,0.00025255504],"domain_scores_gemma":[0.9985072,0.0004553884,0.0003012669,0.0005042327,0.00013672838,0.00009517507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001125691,0.00019468482,0.0004975554,0.00011529729,0.00011607678,0.000100000136,0.000372945,0.00011938685,0.00017414516],"category_scores_gemma":[0.00048379574,0.00015260682,0.000039998973,0.00038023494,0.00011209549,0.0003230599,0.00040286957,0.0005932913,0.000006790053],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002451144,0.00063848717,0.9791197,0.00021295459,0.000116491916,0.000005357772,0.0195646,0.000046307396,0.00002268126,0.0000024581082,0.000009555578,0.000016260761],"study_design_scores_gemma":[0.005866236,0.00085860695,0.98294055,0.00084103714,0.000046966517,0.000005676998,0.009008618,0.00016959626,0.00007051163,0.000009628236,3.058565e-7,0.00018224075],"about_ca_topic_score_codex":0.0037829746,"about_ca_topic_score_gemma":0.0032633035,"teacher_disagreement_score":0.010555983,"about_ca_system_score_codex":0.00010318606,"about_ca_system_score_gemma":0.00013302795,"threshold_uncertainty_score":0.62231255},"labels":[],"label_agreement":null},{"id":"W2980405448","doi":"","title":"[Prognostic Value of Geriatric Screening Tools in Elderly Cancer Patients].","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Polypharmacy; Medicine; Triage; Comorbidity; Flemish; Gerontology; Geriatrics; Cancer; Geriatric oncology; Population; Intensive care medicine; Internal medicine; Psychiatry; Environmental health","score_opus":0.03248616838348883,"score_gpt":0.26844452712404954,"score_spread":0.2359583587405607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980405448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99437225,0.00023959181,0.00009084874,0.0005491639,0.00034982845,0.0012148026,0.000019931256,0.000038134454,0.0031254701],"genre_scores_gemma":[0.9975511,0.00002183318,0.00058287155,0.0002285264,0.00029855946,0.0007341126,0.000015008393,0.000021939233,0.0005460819],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987354,0.000032881635,0.00032907605,0.00022254014,0.0002900885,0.00038996214],"domain_scores_gemma":[0.9992446,0.00012695062,0.000107281805,0.00021566106,0.00018409158,0.00012144504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019502378,0.00011314912,0.00025379463,0.00018450888,0.00002157531,0.000011477637,0.000104063474,0.000076860066,0.00007689891],"category_scores_gemma":[0.0010734412,0.00010327543,0.00005049317,0.00046906847,0.00008404876,0.00011870407,0.00004331315,0.00012607464,0.000012000866],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009278746,0.00012294282,0.58827263,0.00006596657,0.00002617503,0.000004205513,0.00019770321,0.000004257503,0.000027390503,0.000020393994,0.00096966844,0.41019592],"study_design_scores_gemma":[0.0022137945,0.00020704592,0.9945275,0.000096873584,0.00005813545,0.000002204155,0.000022354814,0.00008563502,0.0011782679,0.00003467122,0.0014739546,0.00009953149],"about_ca_topic_score_codex":0.00049322145,"about_ca_topic_score_gemma":0.00013712495,"teacher_disagreement_score":0.41009638,"about_ca_system_score_codex":0.00007924222,"about_ca_system_score_gemma":0.00004724261,"threshold_uncertainty_score":0.421145},"labels":[],"label_agreement":null},{"id":"W2980513740","doi":"10.14283/jfa.2019.36","title":"Frailty and Risk of Falls in Community-Dwelling Older Adults Living in a Rural Setting. The Atahualpa Project","year":2020,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Confounding; Logistic regression; Gerontology; Demography; Poison control; Injury prevention; Depression (economics); Population; Environmental health; Internal medicine","score_opus":0.027729980272149148,"score_gpt":0.29418028157542386,"score_spread":0.26645030130327474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980513740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903274,0.002383312,0.00027796093,0.0061680786,0.00008510296,0.0005648874,0.000010018872,0.000017360022,0.00016587834],"genre_scores_gemma":[0.99698716,0.0010793521,0.0007879566,0.00086279924,0.0002117342,0.000003559697,0.0000019587446,0.00003597015,0.000029532708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964435,0.0013948041,0.0010807709,0.00013350205,0.0005508769,0.00039655535],"domain_scores_gemma":[0.99567926,0.0027628487,0.0008383827,0.00042212947,0.00017467329,0.00012271677],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0041126767,0.00025543547,0.00063602533,0.00022997911,0.00019732183,0.000038217746,0.0005765325,0.000096461394,0.000022428012],"category_scores_gemma":[0.0023832712,0.00015427893,0.00013721883,0.00060873624,0.00022754811,0.00027330482,0.000285288,0.0029108913,0.000002562014],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007329968,0.00025721267,0.5836352,0.0005842296,0.00023207247,0.00008083219,0.35996285,0.0007458859,0.0026636908,0.000006397243,0.0006946225,0.050403982],"study_design_scores_gemma":[0.005408938,0.0007014324,0.87864834,0.012995407,0.00034845684,0.0005986121,0.08781976,0.011505942,0.0013015477,0.00009371169,0.0002902449,0.00028762963],"about_ca_topic_score_codex":0.003807466,"about_ca_topic_score_gemma":0.00094226655,"teacher_disagreement_score":0.29501307,"about_ca_system_score_codex":0.00008644442,"about_ca_system_score_gemma":0.00016733886,"threshold_uncertainty_score":0.9993894},"labels":[],"label_agreement":null},{"id":"W2980579281","doi":"10.1161/res.125.suppl_1.745","title":"Abstract 745: Voluntary Late-life Exercise Attenuates Frailty and Improves Maladaptive Changes Associated With Cardiac Aging in Female Mice","year":2019,"lang":"en","type":"article","venue":"Circulation Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Clinical endpoint; Ejection fraction; Internal medicine; Cardiac function curve; Cardiology; Turnover; Aerobic exercise; Physical therapy; Heart failure; Randomized controlled trial","score_opus":0.06327342372836431,"score_gpt":0.33466424737329886,"score_spread":0.27139082364493455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980579281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99439025,0.00085758616,0.000002313516,0.002129388,0.00007353199,0.0013549068,0.000024669553,0.000056282544,0.0011110778],"genre_scores_gemma":[0.99785846,0.00012921414,0.00005066978,0.000089910725,0.00007556684,0.00006948104,0.00014143508,0.00004289569,0.0015423767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977954,0.00016015845,0.00022854189,0.00049688655,0.00078735134,0.0005316469],"domain_scores_gemma":[0.99835646,0.0006031505,0.00007991581,0.0003167374,0.00043870075,0.00020503126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012848167,0.00017307616,0.00039034357,0.00041320678,0.00011538707,0.00006581053,0.0000980229,0.0001673187,0.00013587512],"category_scores_gemma":[0.0005370632,0.00015747016,0.000039282826,0.0005918119,0.00015412609,0.00024649047,0.00008265976,0.0007451353,0.00009433311],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017261665,0.00008744033,0.964067,0.00026209655,0.00009289758,0.000036331057,0.002265698,0.00019776383,0.028082661,0.0000069261446,0.00020124522,0.0045273565],"study_design_scores_gemma":[0.0016054341,0.00013843481,0.99037164,0.0010292521,0.000027293527,0.0000024621932,0.0019511946,0.0036744499,0.00092529063,0.000032099244,0.000069585934,0.00017286508],"about_ca_topic_score_codex":0.0017789876,"about_ca_topic_score_gemma":0.00065427134,"teacher_disagreement_score":0.02715737,"about_ca_system_score_codex":0.00024332525,"about_ca_system_score_gemma":0.00017967187,"threshold_uncertainty_score":0.6421447},"labels":[],"label_agreement":null},{"id":"W2980720319","doi":"10.1161/res.125.suppl_1.906","title":"Abstract 906: Age-Dependent Modifications in Cardiac Myofilament Proteins are Graded by Overall Health, Measured as Frailty, in Aging Male and Female C57BL/6 Mice","year":2019,"lang":"en","type":"article","venue":"Circulation Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Dalhousie University","funders":"","keywords":"Myofilament; Internal medicine; Endocrinology; Tropomyosin; Desmin; Myosin; Myofibril; Senescence; Phosphorylation; Calcium; Biology; Medicine; Immunohistochemistry; Biochemistry; Myocyte","score_opus":0.1152953863054789,"score_gpt":0.3864232813000964,"score_spread":0.2711278949946175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980720319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835598,0.001194215,0.00003199868,0.009749338,0.00007767544,0.0038063165,0.00002883173,0.00004059773,0.0015112677],"genre_scores_gemma":[0.99759686,0.00015311016,0.000119600234,0.00017235144,0.00004674248,0.00030162744,0.00013947199,0.000038892264,0.0014313534],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966397,0.00032406152,0.00051033543,0.0006270351,0.0012922004,0.00060662546],"domain_scores_gemma":[0.99866873,0.0001736046,0.000121720426,0.0005540219,0.00022510733,0.00025680804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018273423,0.00017475845,0.00040742062,0.0005436863,0.000120332326,0.00009455003,0.00014986767,0.00016049834,0.00016960983],"category_scores_gemma":[0.00036156445,0.00019182425,0.000058945177,0.00051835063,0.00009179131,0.00021022958,0.00007759473,0.00080676493,0.000169387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013561158,0.0007789692,0.6075018,0.0014595273,0.000065634915,0.00010581228,0.0054177037,0.0027315328,0.3775753,0.00032762333,0.0010312892,0.0028691676],"study_design_scores_gemma":[0.0027414737,0.00009281297,0.9900328,0.00082945323,0.000004920605,0.000014353078,0.001252163,0.00053256296,0.0034767252,0.0004982076,0.00034693716,0.0001776191],"about_ca_topic_score_codex":0.007528465,"about_ca_topic_score_gemma":0.0010446939,"teacher_disagreement_score":0.38253096,"about_ca_system_score_codex":0.0011803341,"about_ca_system_score_gemma":0.00044969752,"threshold_uncertainty_score":0.9990805},"labels":[],"label_agreement":null},{"id":"W2980803590","doi":"10.1016/j.jalz.2019.06.1130","title":"P1‐525: RELATIONSHIP BETWEEN SELF‐RATED HEALTH AND FRAILTY SYNDROME IN ELDERLY WITH AND WITHOUT COGNITIVE DEFICIT","year":2019,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Cognitive deficit; Gerontology; Medicine; Population; Psychology; Cognitive impairment; Psychiatry; Environmental health","score_opus":0.04422640170275393,"score_gpt":0.3057363669950652,"score_spread":0.26150996529231124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980803590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97597206,0.020357309,0.000073470925,0.0014195234,0.000044575343,0.0012776409,0.000023752755,0.000095768395,0.0007359223],"genre_scores_gemma":[0.9971349,0.000053737196,0.002020272,0.00046207735,0.000021631515,0.000033120916,0.00016437493,0.00004578433,0.00006410119],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998324,0.00011113219,0.00038198143,0.00049569755,0.0002880896,0.00039913005],"domain_scores_gemma":[0.9990088,0.00023315064,0.00015054441,0.00024305965,0.00008256289,0.00028192773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027083978,0.00025040962,0.00046788485,0.00018650909,0.00009284311,0.000038340688,0.000059177954,0.00012670697,0.000058221405],"category_scores_gemma":[0.00005003495,0.00022211076,0.000023529374,0.0003135448,0.0000972004,0.00022193693,0.00005208414,0.00037304673,0.00007565024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102553844,0.000069357346,0.9896651,0.00005350326,0.0027056434,0.00001821199,0.001030162,5.0261167e-7,0.000009179094,0.00008116628,0.00010766747,0.006156979],"study_design_scores_gemma":[0.0048829704,0.001770048,0.98752356,0.000486475,0.003978665,0.0001837662,0.0004444831,0.00004861651,0.000076093704,0.00008499523,0.00027120966,0.00024912538],"about_ca_topic_score_codex":0.00036404683,"about_ca_topic_score_gemma":0.00022071351,"teacher_disagreement_score":0.021162864,"about_ca_system_score_codex":0.000014780065,"about_ca_system_score_gemma":0.00020046685,"threshold_uncertainty_score":0.9057414},"labels":[],"label_agreement":null},{"id":"W2980881389","doi":"10.1016/j.jalz.2019.06.3000","title":"P2‐591: THE EFFECT OF INTENSITY AND DURATION OF PHYSICAL ACTIVITY ON COGNITION","year":2019,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Quartile; Metabolic equivalent; Interquartile range; Medicine; Bonferroni correction; Gerontology; Cohort; Dementia; Psychology; Physical therapy; Physical activity; Cognitive impairment; Internal medicine; Confidence interval; Psychiatry; Disease","score_opus":0.016612724736553976,"score_gpt":0.2790475660716922,"score_spread":0.2624348413351382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980881389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99757975,0.00044108875,0.000021281967,0.0004561896,0.00009959785,0.0005742234,0.0000055044293,0.000011877793,0.0008104654],"genre_scores_gemma":[0.99982995,0.0000058198157,0.000023892298,0.000060765702,0.000041170813,0.000007970669,0.000014875495,0.000007874986,0.00000769498],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99940455,0.00007072543,0.000106819956,0.00013685609,0.00019684702,0.00008422946],"domain_scores_gemma":[0.99938923,0.00019229572,0.00010801157,0.00021056226,0.000074013624,0.00002591236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016314475,0.00008923106,0.00022016036,0.00002906219,0.000021439759,0.0000037539373,0.000036331137,0.000035759036,0.000033845856],"category_scores_gemma":[0.000054078333,0.00005751637,0.000058511596,0.00006438003,0.000082703846,0.000065818596,0.000032713626,0.00010498155,0.000030113273],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031739343,0.00063686166,0.09303594,0.00020675214,0.011525769,0.0000044967956,0.0011698825,0.0000088291135,0.6789061,0.00026842425,0.0015468271,0.2095162],"study_design_scores_gemma":[0.0011241445,0.0015151637,0.2642505,0.00007473523,0.005419305,0.0000045019997,0.000015013243,0.0005815519,0.7268918,0.000023554503,0.000054486,0.00004523093],"about_ca_topic_score_codex":0.00004938082,"about_ca_topic_score_gemma":0.000005395854,"teacher_disagreement_score":0.20947097,"about_ca_system_score_codex":0.0000022372988,"about_ca_system_score_gemma":0.000008867888,"threshold_uncertainty_score":0.23454495},"labels":[],"label_agreement":null},{"id":"W2981157061","doi":"10.1016/j.jalz.2019.06.3661","title":"P4‐002: A FRAILTY INDEX BASED ON ROUTINELY COLLECTED LABORATORY SAFETY DATA PREDICTS DROPOUT IN ALZHEIMER DISEASE CLINICAL TRIAL SETTINGS","year":2019,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Greenfield Research (Canada)","funders":"","keywords":"Medicine; Dropout (neural networks); Clinical trial; Proportional hazards model; Linear regression; Disease; Internal medicine; Gerontology; Statistics","score_opus":0.0669703786298268,"score_gpt":0.34938539151856957,"score_spread":0.28241501288874277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981157061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9039416,0.035599656,0.00037683264,0.018606184,0.008128795,0.01857278,0.004054054,0.0012439395,0.009476193],"genre_scores_gemma":[0.9886527,0.000048102025,0.0010373765,0.0068002245,0.0007046675,0.00011186161,0.002427844,0.00014062946,0.000076608325],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9934231,0.00068107405,0.001903535,0.0017231071,0.001333834,0.0009353371],"domain_scores_gemma":[0.9942996,0.0007818335,0.00052398955,0.003272764,0.00030741032,0.0008143953],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019601283,0.000629633,0.0010772276,0.00036112464,0.00013529793,0.00008265796,0.0009827147,0.00043997556,0.0022313914],"category_scores_gemma":[0.0014698186,0.0006010339,0.00024993968,0.0010599816,0.00024215717,0.00040874086,0.0005231988,0.0011302448,0.0008288939],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.091645926,0.0039646314,0.747526,0.000052747047,0.0132246325,0.00037252222,0.00019253758,0.00011739762,0.000105366445,0.000042769832,0.12521553,0.017539963],"study_design_scores_gemma":[0.15136443,0.0019778418,0.67144245,0.0005785059,0.022831038,0.0000040385944,0.000053377367,0.04667447,0.00029578226,0.000022310225,0.10379642,0.0009593026],"about_ca_topic_score_codex":0.00020490399,"about_ca_topic_score_gemma":0.00014143802,"teacher_disagreement_score":0.08471112,"about_ca_system_score_codex":0.000045018314,"about_ca_system_score_gemma":0.0017232212,"threshold_uncertainty_score":0.9999491},"labels":[],"label_agreement":null},{"id":"W2981449365","doi":"10.1097/sla.0000000000003642","title":"Frailty Factors and Outcomes in Vascular Surgery Patients","year":2019,"lang":"en","type":"review","venue":"Annals of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":111,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Confidence interval; Odds ratio; MEDLINE; Hazard ratio; Internal medicine; Meta-analysis; CINAHL; Body mass index; Vascular surgery; Relative risk; Surgery; Cardiac surgery; Psychological intervention","score_opus":0.3535258315519858,"score_gpt":0.40054862328994884,"score_spread":0.04702279173796303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981449365","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.081704944,0.9164061,2.8016925e-7,0.00010775411,0.00069853873,0.0007506785,0.00017431533,0.000031442618,0.00012593913],"genre_scores_gemma":[0.0027213313,0.9959643,0.0000069896278,0.0002002841,0.00005078873,0.000028455932,0.0006237531,0.000092318085,0.0003117726],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965093,0.00021390503,0.0015721257,0.0005539448,0.00062922767,0.0005214588],"domain_scores_gemma":[0.9931265,0.00498241,0.000694085,0.00078051095,0.0002101915,0.00020630546],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008832473,0.00061220047,0.0062320055,0.001130768,0.000019451556,0.000015321308,0.00011971813,0.00052719744,0.000102200254],"category_scores_gemma":[0.0025661185,0.00044338923,0.0019207437,0.0004645702,0.00010682199,0.00015431928,0.000111138856,0.0004547849,0.000055663666],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005822983,0.00020510763,0.5611363,0.024440657,0.00039114963,0.000019955865,0.00002822727,2.6146878e-8,2.2116499e-8,0.0000011155968,0.008121878,0.40564975],"study_design_scores_gemma":[0.00015053073,0.000023943103,0.3439114,0.025362374,0.0003345235,0.0000030409578,0.000008532409,1.6093885e-7,0.0000030088383,0.000007103404,0.6298262,0.0003691835],"about_ca_topic_score_codex":0.00020457259,"about_ca_topic_score_gemma":0.000008892395,"teacher_disagreement_score":0.62170434,"about_ca_system_score_codex":0.000035947873,"about_ca_system_score_gemma":0.0004291498,"threshold_uncertainty_score":0.9998018},"labels":[],"label_agreement":null},{"id":"W2981474998","doi":"10.14283/jfa.2019.37","title":"The Influence of Lifestyle Behaviors on the Incidence of Frailty","year":2020,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority","funders":"National Institute on Aging","keywords":"Medicine; Incidence (geometry); Confidence interval; Gerontology; Odds ratio; Cohort; Logistic regression; Cohort study; Demography; Population; Odds; Environmental health; Internal medicine","score_opus":0.03566426776409503,"score_gpt":0.30674018170740475,"score_spread":0.2710759139433097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981474998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95532244,0.00066178886,0.00011763356,0.04313855,0.00013243665,0.00026671606,0.0000070597453,0.000013350471,0.00034001],"genre_scores_gemma":[0.99656117,0.00032738666,0.00018530164,0.002518895,0.00024017974,0.0000023576376,4.387295e-7,0.000024639405,0.00013961457],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9972625,0.00029599157,0.0009476208,0.0001281684,0.0010777131,0.00028801372],"domain_scores_gemma":[0.9956227,0.0019887679,0.0010950064,0.00062012905,0.00050478603,0.00016863942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017600087,0.00019853296,0.00044405088,0.000062892585,0.00021537702,0.000022434157,0.0010345471,0.00006821127,0.00005750733],"category_scores_gemma":[0.0027180829,0.000091599184,0.00021575241,0.00043225175,0.0005362447,0.00017539837,0.00017141788,0.0010640416,0.000015967531],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002864041,0.0005991236,0.16500077,0.00047837567,0.0009839026,0.00028775955,0.06847198,0.014416211,0.6790894,0.0015052039,0.026541408,0.039761808],"study_design_scores_gemma":[0.0028440638,0.0027784677,0.832711,0.0036697143,0.0009654401,0.00075919274,0.0057548713,0.0007096285,0.14098528,0.00081688684,0.00765399,0.00035145538],"about_ca_topic_score_codex":0.00017816263,"about_ca_topic_score_gemma":0.000024124818,"teacher_disagreement_score":0.66771024,"about_ca_system_score_codex":0.000056067915,"about_ca_system_score_gemma":0.0002485188,"threshold_uncertainty_score":0.46227905},"labels":[],"label_agreement":null},{"id":"W2981501202","doi":"10.1186/s12877-019-1311-z","title":"Scaling-up implementation in community hospitals: a multisite interrupted time series design of the Mobilization of Vulnerable Elders (MOVE) program in Alberta","year":2019,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; Public Health Ontario; University of Ottawa; St. Michael's Hospital; University of Calgary; Impact; Children's Hospital of Eastern Ontario; McMaster University; Alberta Health Services","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Interrupted time series; Mobilization; Series (stratigraphy); Rehabilitation; Gerontology; Scaling; Physical therapy; Nursing","score_opus":0.018215225835094672,"score_gpt":0.3055736509311689,"score_spread":0.28735842509607423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981501202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958358,0.000056907906,0.0010197144,0.00011071491,0.00014546381,0.0027057007,0.000009564158,0.000019999468,0.00009615494],"genre_scores_gemma":[0.99398315,0.000024542062,0.005360423,0.000024426554,0.000009707576,0.0000711744,0.00007311433,0.000020303118,0.00043317856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829954,0.00054595055,0.000581155,0.00014784628,0.0002280396,0.00019745882],"domain_scores_gemma":[0.99857366,0.0005055398,0.0002836983,0.0004569586,0.00015011021,0.000030044743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008286873,0.00013045348,0.00031579568,0.0001860663,0.000032019503,0.000011470221,0.00018289716,0.000102594175,0.00008513436],"category_scores_gemma":[0.0008110055,0.00010794274,0.00006178612,0.00082235876,0.000058862806,0.00016715322,0.00009416188,0.00026691004,0.00000778163],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004637401,0.0006631858,0.9590006,0.00094999897,0.0000302779,6.184414e-7,0.012891095,0.005369929,0.010004475,0.00003793516,0.00020068363,0.010387481],"study_design_scores_gemma":[0.010123433,0.0014987394,0.89671,0.0007176969,0.00010884235,0.000008554962,0.010105018,0.034487892,0.045484126,0.0003145917,0.00011388675,0.00032723453],"about_ca_topic_score_codex":0.007233309,"about_ca_topic_score_gemma":0.0035247845,"teacher_disagreement_score":0.062290594,"about_ca_system_score_codex":0.00011376851,"about_ca_system_score_gemma":0.00011692044,"threshold_uncertainty_score":0.9993776},"labels":[],"label_agreement":null},{"id":"W2981625823","doi":"10.1093/eurheartj/ehz745.0907","title":"P4514Agreement and prognostic significance of 6 frailty tools in patients with chronic heart failure","year":2019,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Frailty Index; Heart failure; Ambulatory; Internal medicine; Gold standard (test)","score_opus":0.02546800506053238,"score_gpt":0.2637984912730573,"score_spread":0.23833048621252495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981625823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962765,0.00021411726,0.000026132173,0.0018039155,0.00010458883,0.00079889095,0.000007237059,0.0000146170405,0.00075400446],"genre_scores_gemma":[0.99686235,0.000010695086,0.0022415,0.0002757629,0.00013829918,0.0000023384305,0.0000070274714,0.000036285768,0.00042574466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848413,0.00018139459,0.00036011814,0.00022906304,0.0004442804,0.00030100573],"domain_scores_gemma":[0.99921614,0.000085960855,0.00012487586,0.00025117665,0.00013962388,0.00018223881],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040874328,0.00015731051,0.00032430206,0.00011823146,0.00003933013,0.000038499045,0.00008314955,0.000028216016,0.00029068434],"category_scores_gemma":[0.00012332678,0.000118534816,0.00004744799,0.00015431317,0.00007469836,0.00018015371,0.000049550625,0.0004759654,0.00011962285],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016657003,0.0001724228,0.9912541,0.00012895168,0.000030094967,0.00003083631,0.00018860433,0.000042820684,0.0023196312,0.0000034350653,0.003968767,0.0016937609],"study_design_scores_gemma":[0.0047552395,0.002331528,0.9710939,0.0010765179,0.000022529108,0.00013803063,0.000041247535,0.000021953318,0.0004407431,0.0000027494182,0.019950049,0.00012551682],"about_ca_topic_score_codex":0.0000057149005,"about_ca_topic_score_gemma":0.000016420048,"teacher_disagreement_score":0.020160211,"about_ca_system_score_codex":0.00009993523,"about_ca_system_score_gemma":0.00013501832,"threshold_uncertainty_score":0.48337096},"labels":[],"label_agreement":null},{"id":"W2981723224","doi":"10.1093/eurheartj/ehz747.0093","title":"296Clinical benefit of assessing cognitive function in frail patients with heart failure: a multicenter prospective cohort study","year":2019,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Internal medicine; Dementia; Prospective cohort study; Montreal Cognitive Assessment; Atrial fibrillation; Mini–Mental State Examination; Cognitive decline; Cohort; Cardiology; Exacerbation; Cohort study; Physical therapy","score_opus":0.02258315839253038,"score_gpt":0.3078669593104296,"score_spread":0.28528380091789923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981723224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99599427,0.000024554494,0.000060140028,0.000369343,0.00031624714,0.0017763159,0.0000052954133,0.00002618993,0.001427645],"genre_scores_gemma":[0.99814135,0.000001534945,0.0008312924,0.00037563214,0.00020788482,0.000006444661,0.0000113651795,0.000062061874,0.00036242203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99751157,0.0004176695,0.00063369964,0.00038781363,0.00073365617,0.00031561407],"domain_scores_gemma":[0.9985083,0.00021130827,0.00024758,0.00023958358,0.00061254314,0.00018071427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010461543,0.00021243263,0.0005354997,0.00020548844,0.00007542786,0.00006681911,0.00007557889,0.00004610431,0.0002991132],"category_scores_gemma":[0.0003658549,0.00016280156,0.00010817594,0.00026033368,0.00007623591,0.00036652831,0.00006525912,0.0009809547,0.00022940697],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012399125,0.0020144854,0.99485195,0.000025615647,0.00017375198,0.000046328096,0.0006428471,0.000012440593,0.00014106391,6.4039716e-7,0.0005126656,0.00033827525],"study_design_scores_gemma":[0.014556034,0.0039734268,0.9783375,0.0010812206,0.0001790873,0.000085520944,0.0011651368,0.000035542296,0.00005710427,0.0000028360644,0.0003667784,0.00015979585],"about_ca_topic_score_codex":0.000012708791,"about_ca_topic_score_gemma":0.000035273843,"teacher_disagreement_score":0.016514458,"about_ca_system_score_codex":0.00011072406,"about_ca_system_score_gemma":0.000089578556,"threshold_uncertainty_score":0.6638855},"labels":[],"label_agreement":null},{"id":"W2982172220","doi":"10.1111/jgs.16213","title":"Drug Therapy and Frailty: Chicken or the Egg?","year":2019,"lang":"en","type":"letter","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Drug; Drug holiday; Gerontology; MEDLINE; Intensive care medicine; Pharmacology; Family medicine","score_opus":0.027466386037023716,"score_gpt":0.28466722950870954,"score_spread":0.2572008434716858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982172220","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.066327885,0.0027220591,0.000033955483,0.92816055,0.0018152051,0.0006597264,0.00004357786,0.000022240241,0.0002148155],"genre_scores_gemma":[0.00325373,0.017833231,0.0022212465,0.9410173,0.013009301,0.000007561027,0.000008522262,0.00014896975,0.022500137],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99676573,0.00032365756,0.00077752135,0.00031812556,0.0013204557,0.0004945032],"domain_scores_gemma":[0.9944801,0.0011794915,0.002786484,0.0010638712,0.0003897505,0.00010029926],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000912845,0.00046998265,0.0012378914,0.00008122729,0.0002248498,0.00012150916,0.0010766188,0.00031253844,0.00008399025],"category_scores_gemma":[0.0003372992,0.00018229456,0.0013750044,0.00077559246,0.00079536816,0.000097252196,0.00026160182,0.0049096057,0.000015036137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016317677,0.000038554914,0.0019624024,0.00010297734,0.000788583,0.00005567869,0.002009076,0.0000034181933,0.00008487534,5.428241e-7,0.9870101,0.007780587],"study_design_scores_gemma":[0.0016361261,0.00051965815,0.010052907,0.00016105123,0.0005506123,0.001331232,0.00081190077,0.000035396162,0.000036239533,0.00007503276,0.9845156,0.00027425445],"about_ca_topic_score_codex":0.00012662967,"about_ca_topic_score_gemma":0.0000027994174,"teacher_disagreement_score":0.06307415,"about_ca_system_score_codex":0.00027274273,"about_ca_system_score_gemma":0.00090867636,"threshold_uncertainty_score":0.9973861},"labels":[],"label_agreement":null},{"id":"W2982497117","doi":"10.1186/s12916-019-1434-2","title":"Interventions to prevent, delay or reverse frailty in older people: a journey towards clinical guidelines","year":2019,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":130,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"Consumers, Health, Agriculture and Food Executive Agency; European Commission; McMaster University; American Heart Association","keywords":"Psychological intervention; Medicine; Context (archaeology); Gerontology; Health care; Focus group; Nursing","score_opus":0.21611457413157356,"score_gpt":0.47982020047596374,"score_spread":0.2637056263443902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982497117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93054736,0.0009164883,0.0042211222,0.05417981,0.0029577794,0.0030423638,0.000022599046,0.00016240422,0.0039500836],"genre_scores_gemma":[0.82994914,0.00066555676,0.024653636,0.01831426,0.0028948027,0.00019845899,0.00014331998,0.00013331446,0.1230475],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99564344,0.00024511275,0.0021507407,0.000709034,0.0007340669,0.0005176018],"domain_scores_gemma":[0.9970362,0.0004731091,0.00026717002,0.0010880965,0.0004964053,0.0006390276],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025100461,0.00033740647,0.0011387806,0.00043281395,0.00003598571,0.000011983152,0.00035630906,0.00024978662,0.0106193125],"category_scores_gemma":[0.012359861,0.00022743542,0.00033806748,0.0008852726,0.00010038326,0.00012848935,0.00020688679,0.0006342019,0.00097325793],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011412281,0.0012833034,0.35548863,0.0022095807,0.000097963806,0.00020946877,0.0026898787,0.00003815784,0.00021869689,0.000056862038,0.6192212,0.017345019],"study_design_scores_gemma":[0.022972567,0.0042639216,0.8783029,0.021717515,0.00045606232,0.0006700036,0.0029306016,0.0006765018,0.00008733102,0.000089960384,0.06729893,0.0005337202],"about_ca_topic_score_codex":0.0007326983,"about_ca_topic_score_gemma":0.0062350244,"teacher_disagreement_score":0.55192226,"about_ca_system_score_codex":0.00016599466,"about_ca_system_score_gemma":0.0005444149,"threshold_uncertainty_score":0.9998046},"labels":[],"label_agreement":null},{"id":"W2982515182","doi":"10.1111/joim.13002","title":"The hospital frailty risk score in patients with heart failure is strongly associated with outcomes but less so with pharmacotherapy","year":2019,"lang":"en","type":"article","venue":"Journal of Internal Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"Alberta Health Services","keywords":"Medicine; Heart failure; Pharmacotherapy; Retrospective cohort study; Cohort; Internal medicine; Emergency department; Emergency medicine; Framingham Risk Score; Disease","score_opus":0.009999966815465649,"score_gpt":0.27037640792644596,"score_spread":0.2603764411109803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982515182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98251003,0.0002326335,0.000104737126,0.015885472,0.00045039703,0.000652319,0.000020798832,0.000017030388,0.00012655793],"genre_scores_gemma":[0.9965317,0.000047800757,0.00029656652,0.0016731068,0.00026665765,0.000005434489,0.000005564653,0.00006359836,0.0011095388],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99676365,0.00011206543,0.0007724588,0.00025979782,0.0016491999,0.0004428053],"domain_scores_gemma":[0.9970009,0.00038016165,0.0010901812,0.00033639808,0.0009134306,0.00027896938],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005507583,0.00037674335,0.0009542994,0.00023062971,0.0000828533,0.000043398457,0.00035991395,0.00009510614,0.00023328779],"category_scores_gemma":[0.00026376956,0.00015597907,0.00011049478,0.00029040867,0.0003726823,0.0002678022,0.0000281808,0.0014114019,0.000009886524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0048931804,0.00042899649,0.9843964,0.000024812298,0.0010363847,0.00012245121,0.0012919041,0.000031509633,0.000108417495,0.00000200344,0.006248497,0.001415433],"study_design_scores_gemma":[0.035613146,0.01859877,0.93630856,0.004672374,0.0002799146,0.00013691981,0.0017585021,0.0000498914,0.0003917124,0.000007904978,0.0019776293,0.00020465844],"about_ca_topic_score_codex":0.00040544014,"about_ca_topic_score_gemma":0.00046473145,"teacher_disagreement_score":0.04808783,"about_ca_system_score_codex":0.00028905645,"about_ca_system_score_gemma":0.00023649368,"threshold_uncertainty_score":0.6360642},"labels":[],"label_agreement":null},{"id":"W2982525902","doi":"10.1111/jch.13722","title":"Blood pressure in relation to frailty in older adults: A population‐based study","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Hypertension","topic":"Frailty in Older Adults","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Blood pressure; Confidence interval; Population; Frailty Index; Cohort; Gerontology; Cohort study; Diastole; Internal medicine; Demography","score_opus":0.05490441527732984,"score_gpt":0.3711351217000478,"score_spread":0.316230706422718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982525902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947137,0.00019559394,0.000018022762,0.0031918632,0.0006516357,0.0011357748,0.0000014989685,0.000012382319,0.00007951938],"genre_scores_gemma":[0.99623173,0.000010647071,0.0016481965,0.0016019552,0.00024359676,0.000003943294,0.0000058062283,0.00002373108,0.00023038607],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996448,0.0003109596,0.0020480198,0.00030007653,0.0006907934,0.00020217472],"domain_scores_gemma":[0.997754,0.00075825624,0.0004899842,0.00037882655,0.00039662214,0.00022232193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017505502,0.00015247817,0.00093121105,0.0004159579,0.000015043716,0.00001087546,0.00012974585,0.0002502552,0.00014266619],"category_scores_gemma":[0.0039733374,0.00011496616,0.0001960823,0.0004390212,0.000010169328,0.00018967582,0.00004097937,0.00092762714,0.000049428432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002450623,0.003965056,0.986166,0.00005579568,0.000057552043,0.00034254455,0.0002749493,0.00095702114,0.00016802999,0.0000015535978,0.00032510894,0.005235737],"study_design_scores_gemma":[0.023092497,0.0031063098,0.9675212,0.0021217084,0.00025323982,0.0000704806,0.00023873549,0.0031437264,0.000020297293,0.000021375425,0.00029456863,0.00011589793],"about_ca_topic_score_codex":0.0001382321,"about_ca_topic_score_gemma":0.00016034956,"teacher_disagreement_score":0.020641873,"about_ca_system_score_codex":0.000033673856,"about_ca_system_score_gemma":0.00013018215,"threshold_uncertainty_score":0.47567427},"labels":[],"label_agreement":null},{"id":"W2982822257","doi":"10.1093/geroni/igz038.3330","title":"FRAILTY IN HEALTHY OLDEST OLD: CHARACTERIZING THE FRAILTY INDEX OF SUPER-SENIORS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Genome British Columbia; Dalhousie University; Fraser Health; Surrey Memorial Hospital; Simon Fraser University","funders":"","keywords":"Frailty Index; Medicine; Gerontology; Dementia; Population; Demography; Disease; Internal medicine","score_opus":0.033607069787458276,"score_gpt":0.316339569730237,"score_spread":0.28273249994277877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982822257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98493165,0.000044422057,0.00010441905,0.012116508,0.00045662298,0.00070482143,0.00000617735,0.00004516484,0.0015902163],"genre_scores_gemma":[0.9949207,0.000013945906,0.0002527909,0.004146518,0.00011165494,0.000032160828,0.000053985084,0.000030354671,0.0004379323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997845,0.000071998154,0.0010119762,0.00031606993,0.00040336075,0.000351595],"domain_scores_gemma":[0.9987881,0.0001898248,0.0002789472,0.0005030603,0.00020701325,0.000033056192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009494035,0.00017310833,0.00037032404,0.0007971614,0.0000365883,0.000020443586,0.00018581943,0.00013174373,0.00018238861],"category_scores_gemma":[0.0003424059,0.0001457912,0.00003693524,0.0028530317,0.000072074676,0.00025857252,0.00007365598,0.0006515265,0.000043856606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011209327,0.000101971695,0.93781644,0.0002110369,0.000011466022,0.00000900064,0.0036671972,0.000039269846,0.04709837,0.001596799,0.00012797544,0.009208385],"study_design_scores_gemma":[0.0025737663,0.00010626154,0.98626155,0.000775395,0.000004218797,0.000018256133,0.0010637849,0.0009904386,0.00474602,0.00022287664,0.0030875767,0.00014985082],"about_ca_topic_score_codex":0.0008144877,"about_ca_topic_score_gemma":0.00014357119,"teacher_disagreement_score":0.048445117,"about_ca_system_score_codex":0.00020921757,"about_ca_system_score_gemma":0.00016066356,"threshold_uncertainty_score":0.59451926},"labels":[],"label_agreement":null},{"id":"W2983021897","doi":"10.1093/geroni/igz038.1466","title":"PHYSICAL FRAILTY, COGNITIVE FRAILTY, AND THE RISK OF DEMENTIA IN THE GAIT AND BRAIN STUDY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Parkwood Institute; Western University","funders":"","keywords":"Dementia; Cognition; Gait; Cognitive decline; Medicine; Cognitive impairment; Cohort; Gerontology; Physical medicine and rehabilitation; Psychology; Psychiatry; Internal medicine; Disease","score_opus":0.024066384562410562,"score_gpt":0.3199593527000001,"score_spread":0.29589296813758953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983021897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99274373,0.00008752826,0.00010383524,0.0045268983,0.00004367454,0.0011695054,0.000005337622,0.000009465034,0.0013100272],"genre_scores_gemma":[0.99869657,0.000008742509,0.000043803575,0.0010820002,0.00004489614,0.00003977876,0.000008731869,0.000009550378,0.000065907116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988192,0.00022046092,0.00035934974,0.00019831228,0.00027298645,0.00012973067],"domain_scores_gemma":[0.99836344,0.0011646147,0.00016225707,0.00018165076,0.00011799858,0.000010021983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014079954,0.00010300414,0.00023097913,0.00020806337,0.000038006983,0.00002458614,0.00007944518,0.00003125159,0.000016194617],"category_scores_gemma":[0.00083276146,0.00006303937,0.000015433472,0.0008961246,0.00015853415,0.00009910599,0.00007984559,0.00035192457,0.0000041747007],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110856905,0.00021791062,0.9549811,0.000045827073,0.000070856826,0.0000047337,0.03223741,0.000005806023,0.0008269934,0.0020000634,0.00011621758,0.009382264],"study_design_scores_gemma":[0.008449072,0.00015660486,0.9711213,0.0002224146,0.000060919614,0.0000072755056,0.015712924,0.0013785169,0.00028651208,0.0024682635,0.000064017346,0.00007214366],"about_ca_topic_score_codex":0.00037958464,"about_ca_topic_score_gemma":0.00012574576,"teacher_disagreement_score":0.016524486,"about_ca_system_score_codex":0.000014155055,"about_ca_system_score_gemma":0.000023680042,"threshold_uncertainty_score":0.2570671},"labels":[],"label_agreement":null},{"id":"W2983321757","doi":"10.1093/geroni/igz038.2529","title":"THE ELECTRONIC FRAILTY INDEX BASED ON THE COMPREHENSIVE GERIATRIC ASSESSMENT: DEVELOPMENT AND TESTING","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Fraser Health; Surrey Memorial Hospital; Simon Fraser University","funders":"","keywords":"Debugging; Computer science; Software; Automation; Medicine; Reliability engineering; Engineering; Operating system","score_opus":0.03454569458978529,"score_gpt":0.30385929917179205,"score_spread":0.26931360458200676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983321757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98575974,0.000044554905,0.0010983853,0.0065735113,0.00011908513,0.0005539925,3.6591314e-7,0.000040419513,0.0058099334],"genre_scores_gemma":[0.99612385,0.0000024925375,0.0009459274,0.0024709252,0.000043525542,0.00004366497,0.000010268156,0.000014500039,0.0003448198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885446,0.00005171719,0.00035328857,0.00019213014,0.00028893535,0.0002594624],"domain_scores_gemma":[0.9984258,0.0009530575,0.00014732078,0.00023203048,0.00022742711,0.000014407281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061031105,0.00011264645,0.00011822405,0.00021599373,0.00016975915,0.000054322198,0.00008742071,0.000039981922,0.00002111564],"category_scores_gemma":[0.00030137147,0.00007108734,0.000009422623,0.0014096051,0.000034671513,0.000053401036,0.000038226623,0.00044313306,0.000013999376],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049614348,0.000062363644,0.8955269,0.00009896758,0.00003784828,0.0000063772623,0.0007256052,0.00085879007,0.0069535524,0.013627773,0.00043911903,0.08161311],"study_design_scores_gemma":[0.0013215933,0.00007104407,0.95021516,0.0002513024,0.00000482458,0.000008062674,0.00040322824,0.033207126,0.0010621344,0.00048816012,0.012851788,0.00011555049],"about_ca_topic_score_codex":0.000020918264,"about_ca_topic_score_gemma":0.0000083212535,"teacher_disagreement_score":0.08149756,"about_ca_system_score_codex":0.00024613057,"about_ca_system_score_gemma":0.00033772283,"threshold_uncertainty_score":0.2898858},"labels":[],"label_agreement":null},{"id":"W2983432543","doi":"10.1093/geroni/igz038.2875","title":"PREDICTING ADVERSE OUTCOMES IN ED PATIENTS USING THE CLINICAL FRAILTY SCALE AND A FRAILTY INDEX","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Hazard ratio; Confidence interval; Odds ratio; Triage; Internal medicine; Frailty Index; Emergency department; Emergency medicine","score_opus":0.05204866259668544,"score_gpt":0.36393095968616535,"score_spread":0.3118822970894799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2983432543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99682724,0.000014174598,0.00020020599,0.001076514,0.00051191775,0.00071477593,0.0000044374037,0.0000421335,0.00060861453],"genre_scores_gemma":[0.9975105,0.0000034718803,0.00081913435,0.0013904107,0.000078795296,0.000012457849,0.000019187411,0.00002121913,0.00014480532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800205,0.000090702204,0.000986394,0.00032454895,0.000337652,0.00025865977],"domain_scores_gemma":[0.99890625,0.0003030876,0.00025826885,0.0003132605,0.0001844584,0.00003466813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001009117,0.00014746269,0.00032645802,0.00037370095,0.00005295531,0.00002104178,0.000098792065,0.0001351823,0.000041564486],"category_scores_gemma":[0.000998854,0.00011615523,0.00003401711,0.0010206093,0.000084608815,0.00025171583,0.00012020589,0.000619496,0.0000110987885],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039144707,0.00010981445,0.9925926,0.000041910716,0.000017806884,0.0000034755847,0.0011052944,0.00010091858,0.00024519255,0.000027649496,0.00003972398,0.005676507],"study_design_scores_gemma":[0.0042985557,0.00004861395,0.97770834,0.00041825912,0.000009705553,0.0000040437153,0.0007657775,0.016255664,0.00007033324,0.00010606036,0.00020168144,0.00011294202],"about_ca_topic_score_codex":0.00039917525,"about_ca_topic_score_gemma":0.00013349479,"teacher_disagreement_score":0.016154744,"about_ca_system_score_codex":0.00013374364,"about_ca_system_score_gemma":0.00008567292,"threshold_uncertainty_score":0.4736673},"labels":[],"label_agreement":null},{"id":"W2984563017","doi":"10.1016/j.clnu.2019.11.006","title":"Handgrip strength predicts length of stay and quality of life in and out of hospital","year":2019,"lang":"en","type":"article","venue":"Clinical Nutrition","topic":"Frailty in Older Adults","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Institute for Aging; Vitalité Health Network; Saskatchewan Hospital; University of Waterloo","funders":"Nestlé Health Science; Centrum för Medicinsk Teknik och Fysik; Canadian Frailty Network; Canadian Foundation for Dietetic Research; Abbott Canada","keywords":"Medicine; Quality of life (healthcare); Physical therapy; Multivariate analysis; Internal medicine","score_opus":0.06056930666432125,"score_gpt":0.3697853495309616,"score_spread":0.30921604286664034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984563017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977924,0.0005979307,0.00001003755,0.00062982994,0.0001895716,0.00049788994,0.000078826364,0.00000776872,0.00019574669],"genre_scores_gemma":[0.9981509,0.0010393002,0.00061559567,0.000041265404,0.000071403134,0.0000043019986,0.000029422787,0.000006647085,0.0000411898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99846834,0.00011047955,0.00093962386,0.00019406235,0.0001954098,0.0000920856],"domain_scores_gemma":[0.9985352,0.0007467514,0.00027460637,0.00020837547,0.00013376644,0.000101270096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006194645,0.000074870186,0.00059117546,0.000055692613,0.0000042880624,0.0000017701403,0.00003882913,0.0001589565,0.000020468575],"category_scores_gemma":[0.0019469374,0.00006694445,0.000061129846,0.000062392195,0.0002578826,0.000065785905,0.000037781938,0.00016978344,0.0000013051172],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070183893,0.0019025679,0.9906722,0.0018030657,0.00004184439,7.5021285e-7,0.00033223708,1.2499152e-7,0.0010879639,0.00009959892,0.00036405676,0.0029938046],"study_design_scores_gemma":[0.012359305,0.0029816118,0.98104733,0.0010393453,0.000029011775,3.5894595e-7,0.00035879205,0.000101977574,0.0015310176,0.00037867558,0.00010733461,0.0000652176],"about_ca_topic_score_codex":0.00005982655,"about_ca_topic_score_gemma":0.000040670107,"teacher_disagreement_score":0.011657466,"about_ca_system_score_codex":0.000008323369,"about_ca_system_score_gemma":0.000036055266,"threshold_uncertainty_score":0.27299154},"labels":[],"label_agreement":null},{"id":"W2984756103","doi":"10.1093/geroni/igz038.357","title":"A GENERIC METHODOLOGY FOR EFFECTIVE CREATION OF LABORATORY-TEST-BASED FRAILTY INDICES","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Quantile; Cut-point; Statistics; Range (aeronautics); Mathematics; Binary classification; Binary number; Population; Test (biology); Computer science; Medicine; Econometrics; Artificial intelligence; Support vector machine; Engineering; Environmental health","score_opus":0.05238557513433397,"score_gpt":0.36759425672550433,"score_spread":0.3152086815911704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984756103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96368253,0.000043949516,0.03353698,0.0009522047,0.00020647839,0.0010918095,0.000019521587,0.00004054657,0.00042598703],"genre_scores_gemma":[0.96152496,9.385433e-7,0.037221465,0.0008202415,0.00006431416,0.00015749068,0.00009914852,0.000017661663,0.000093798524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989716,0.00009251872,0.00043421777,0.00020849198,0.00014936776,0.00014381573],"domain_scores_gemma":[0.9975988,0.0013497978,0.0002935615,0.00018578541,0.000556901,0.000015139308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009851023,0.000097450764,0.0002742946,0.00066395313,0.000017907016,0.000006298475,0.0000550118,0.000099650926,0.00004879292],"category_scores_gemma":[0.002278606,0.00009696203,0.000025879137,0.0016825171,0.00003998846,0.00009837082,0.000012121259,0.00012934698,0.000008208385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001269035,0.00010034914,0.52544326,0.0004983196,0.000026542852,0.000001558517,0.0008378222,0.0003105669,0.45247182,0.0014065647,0.00016541476,0.018610852],"study_design_scores_gemma":[0.0050913733,0.0005466484,0.5265882,0.00044380224,0.000034059187,0.0000029183884,0.0002810254,0.0060672034,0.45815527,0.00080040394,0.0018328098,0.00015628278],"about_ca_topic_score_codex":0.000052260253,"about_ca_topic_score_gemma":0.000009936572,"teacher_disagreement_score":0.018454568,"about_ca_system_score_codex":0.00011006496,"about_ca_system_score_gemma":0.00013611975,"threshold_uncertainty_score":0.3953997},"labels":[],"label_agreement":null},{"id":"W2984781600","doi":"10.1017/cem.2019.432","title":"Examining the relationship between triage acuity and frailty to inform the care of older emergency department patients: Findings from a large Canadian multisite cohort study","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Université Laval; Centre Hospitalier Universitaire de Sherbrooke; Schwartz/Reisman Emergency Medicine Institute; Université de Sherbrooke; McMaster University; Impact","funders":"","keywords":"Triage; Medicine; Emergency department; Confidence interval; Odds ratio; Emergency medicine; Prospective cohort study; Logistic regression; Internal medicine; Psychiatry","score_opus":0.09184356208993767,"score_gpt":0.3437992250827392,"score_spread":0.25195566299280153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984781600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888496,0.0011070245,0.000019019584,0.0035280483,0.0027648807,0.0024128074,0.00034393882,0.000005058724,0.0009696653],"genre_scores_gemma":[0.99844724,0.000045022996,0.000026662217,0.0002562898,0.00044509702,0.000022443846,0.00012771998,0.00003246843,0.00059707026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968922,0.00015443016,0.0013883121,0.00027456268,0.0007362042,0.0005542634],"domain_scores_gemma":[0.99631035,0.00036199923,0.0004429227,0.0006227753,0.0007944724,0.0014675057],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012984902,0.0002829966,0.00067380606,0.00048844365,0.0003905291,0.0000080844065,0.0004241745,0.00012495481,0.003464958],"category_scores_gemma":[0.003177886,0.00017047799,0.000106066334,0.0007608509,0.00007635563,0.00016783431,0.00003972893,0.0006325502,0.000022218346],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027499213,0.000024728846,0.958238,0.00003490099,0.00026793513,0.000017209231,0.026979474,0.0000028650752,0.0000059649806,0.000016061473,0.013571462,0.00081387546],"study_design_scores_gemma":[0.0030188465,0.001240629,0.972409,0.00033765114,0.0005734549,0.0000033407864,0.010990392,0.0000041642925,0.0000061235314,0.000029189381,0.011230383,0.00015682363],"about_ca_topic_score_codex":0.25812715,"about_ca_topic_score_gemma":0.7384482,"teacher_disagreement_score":0.48032105,"about_ca_system_score_codex":0.00044860077,"about_ca_system_score_gemma":0.0007593699,"threshold_uncertainty_score":0.997446},"labels":[],"label_agreement":null},{"id":"W2984969986","doi":"10.1136/bmjopen-2019-032712","title":"Using frailty and quality of life measures in clinical care of the elderly in Canada to predict death, nursing home transfer and hospitalisation - the frailty and ageing cohort study","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Visual analogue scale; Quality of life (healthcare); Cohort; Cohort study; Emergency medicine; Internal medicine; Physical therapy; Nursing","score_opus":0.16908225602710578,"score_gpt":0.42808584497456126,"score_spread":0.25900358894745545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984969986","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894134,0.00018808912,0.000016028558,0.000686575,0.000116988434,0.00934424,0.000029364928,0.0000027435017,0.00020256692],"genre_scores_gemma":[0.9996614,0.0000081070975,0.00008613139,0.00014117807,0.000021897848,0.00005406801,0.0000027638887,0.000012647622,0.000011838559],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977769,0.00052928884,0.0007593649,0.0003041182,0.0004758305,0.00015447308],"domain_scores_gemma":[0.9989505,0.00031523043,0.00011024011,0.00043355775,0.00009763672,0.000092872935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002029117,0.00012644472,0.0005816673,0.000044127173,0.000044768898,0.000026825082,0.00018855919,0.00006917334,0.0000057397924],"category_scores_gemma":[0.0006989854,0.00008331021,0.000026496691,0.00016749777,0.00009761998,0.00012129169,0.000117805306,0.0002232294,6.44676e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028467833,0.00006890242,0.9831452,0.00014390734,0.00004341709,0.0000040054492,0.010266682,0.000051606345,0.00016772436,0.00001252826,0.000014033998,0.0057973606],"study_design_scores_gemma":[0.0030545779,0.0003888001,0.9812545,0.0009823372,0.000060805793,0.0000032651028,0.013886517,0.0001750827,0.0000652605,0.000023002915,0.000006244995,0.00009959066],"about_ca_topic_score_codex":0.6921146,"about_ca_topic_score_gemma":0.79527885,"teacher_disagreement_score":0.10316428,"about_ca_system_score_codex":0.00015319623,"about_ca_system_score_gemma":0.00079811167,"threshold_uncertainty_score":0.33972916},"labels":[],"label_agreement":null},{"id":"W2985051594","doi":"10.1016/j.jgo.2020.08.010","title":"Never too old to learn new tricks: Surveying Canadian healthcare professionals about learning needs in caring for older adults with cancer","year":2020,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Université de Sherbrooke; Princess Margaret Cancer Centre; University of Manitoba; Ottawa Hospital; University Health Network; CancerCare Manitoba; Health Sciences Centre; University of Ottawa; Research Institute in Oncology and Hematology; Jewish General Hospital; Sunnybrook Health Science Centre; Toronto General Hospital","funders":"Manitoba Medical Service Foundation","keywords":"Medicine; Geriatric oncology; Respondent; Geriatrics; Family medicine; Descriptive statistics; Polypharmacy; Health care; Nursing; Oncology; Internal medicine; Cancer; Psychiatry","score_opus":0.028422976156599385,"score_gpt":0.34458191112787556,"score_spread":0.3161589349712762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985051594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8447634,0.0022072417,0.0005081672,0.14986393,0.0009662561,0.001408548,0.000012538151,0.000022598268,0.00024731905],"genre_scores_gemma":[0.9771965,0.00023465816,0.0035437497,0.013928729,0.0019919826,0.000045378907,0.000010121465,0.00006436979,0.0029845156],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99754906,0.00023519837,0.00087716547,0.0002837954,0.00037382316,0.0006809748],"domain_scores_gemma":[0.99695975,0.00041750443,0.0005212116,0.00012340234,0.0006010701,0.001377059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007434495,0.00023161608,0.00092548726,0.000868762,0.00011350276,0.000022041557,0.00020744535,0.00027676157,0.00016618716],"category_scores_gemma":[0.0011617573,0.0001881591,0.00012672173,0.0013324679,0.00002035618,0.00021826207,0.000043287728,0.0010997218,0.000008471969],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008482736,0.00022304495,0.53298634,0.0010846573,0.00028866358,0.0010174467,0.04826172,0.0036753854,0.00032121546,0.00002868572,0.0662691,0.337361],"study_design_scores_gemma":[0.0232603,0.008287241,0.73485327,0.0024910113,0.00025905514,0.0005942347,0.0121112745,0.00054956146,0.00010922006,0.000009183246,0.21696025,0.0005153913],"about_ca_topic_score_codex":0.08786116,"about_ca_topic_score_gemma":0.09391996,"teacher_disagreement_score":0.3368456,"about_ca_system_score_codex":0.0015146532,"about_ca_system_score_gemma":0.007382068,"threshold_uncertainty_score":0.9982452},"labels":[],"label_agreement":null},{"id":"W2985695431","doi":"10.1093/geroni/igz038.2518","title":"HAS FRAILTY SCORE AND FRAILTY LETHALITY CHANGED OVER TIME? HARMONIZATION OF NHANES COHORTS FROM 1999 TO 2016","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Life expectancy; Cohort; Demography; Frailty Index; Hazard ratio; Gerontology; Proportional hazards model; National Health and Nutrition Examination Survey; Cohort study; Population; Internal medicine; Environmental health; Confidence interval","score_opus":0.04815428547019149,"score_gpt":0.30074857932955695,"score_spread":0.2525942938593655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985695431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924152,0.00009402841,0.0013201933,0.004351258,0.00026729613,0.0007939838,0.00004433458,0.00006061402,0.00065312797],"genre_scores_gemma":[0.9956376,0.000008137736,0.0014059736,0.0014200362,0.00013181272,0.000021874264,0.0003252949,0.00002687428,0.0010224066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842066,0.000044603712,0.000591835,0.00036996484,0.00037359013,0.00019934762],"domain_scores_gemma":[0.9989258,0.000114782706,0.00022836306,0.0003599926,0.00032059278,0.000050479444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004383377,0.00016250937,0.00036510822,0.00045789048,0.00003741516,0.00003174705,0.00007941428,0.0001296714,0.0006284381],"category_scores_gemma":[0.00037895647,0.0001613281,0.000020661557,0.0011991399,0.000061082625,0.00023051552,0.00007983559,0.00020393624,0.00008083498],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007641919,0.000068721885,0.7863134,0.00013952609,0.000034661527,0.0000060415337,0.0022238125,0.000026792799,0.19893847,0.00014465676,0.005248751,0.006778733],"study_design_scores_gemma":[0.0016987831,0.00006951438,0.9527814,0.00099029,0.000019034165,0.0000044712233,0.00008725253,0.0010576324,0.039527472,0.0004444744,0.0031337899,0.00018590392],"about_ca_topic_score_codex":0.0012206397,"about_ca_topic_score_gemma":0.00007467242,"teacher_disagreement_score":0.16646798,"about_ca_system_score_codex":0.00009753817,"about_ca_system_score_gemma":0.000081732134,"threshold_uncertainty_score":0.6880956},"labels":[],"label_agreement":null},{"id":"W2985722896","doi":"10.1016/j.jgo.2019.10.020","title":"Educating healthcare providers in geriatric oncology – A call to accelerate progress through identifying the gaps in knowledge","year":2019,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"National Cancer Institute","keywords":"Geriatric oncology; Medicine; Geriatrics; Curriculum; Medical education; Oncology; Scholarship; Health care; Nursing; Internal medicine; Family medicine; Cancer; Psychiatry; Psychology","score_opus":0.044204620465559875,"score_gpt":0.4089150316693489,"score_spread":0.364710411203789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2985722896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9103968,0.0076114326,0.000020472393,0.07253658,0.0039702766,0.0020866336,0.000002165556,0.000020106065,0.003355502],"genre_scores_gemma":[0.98903674,0.00065255794,0.0056393566,0.0022436583,0.0014667618,0.00010336341,0.000003202724,0.000054228818,0.0008001574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99556226,0.0009070095,0.0018486906,0.0004400194,0.00039349642,0.0008485289],"domain_scores_gemma":[0.9966983,0.0009763356,0.0010892136,0.00040544604,0.0005471225,0.00028359142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024341159,0.00030375007,0.0013198633,0.0010220973,0.00008057151,0.000053626714,0.00054557086,0.00042471252,0.0001315972],"category_scores_gemma":[0.0008937313,0.00022288067,0.00020335006,0.0020768975,0.000093927396,0.00038233557,0.00021677972,0.0016387902,0.00015678669],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046944227,0.004720026,0.5344744,0.0026022538,0.00031190054,0.0027501527,0.08939361,0.00035365793,0.00344378,0.0002314058,0.057300318,0.2997241],"study_design_scores_gemma":[0.030926887,0.02334725,0.49454898,0.0023110902,0.00048810543,0.013502223,0.02601961,0.00034795396,0.00057077117,0.0011440481,0.40567228,0.0011208222],"about_ca_topic_score_codex":0.00059203565,"about_ca_topic_score_gemma":0.0021343569,"teacher_disagreement_score":0.34837195,"about_ca_system_score_codex":0.002954031,"about_ca_system_score_gemma":0.0051025576,"threshold_uncertainty_score":0.908881},"labels":[],"label_agreement":null},{"id":"W2986159023","doi":"10.3233/ch-190681","title":"Determination of frail state and association of frailty with inflammatory markers among cardiac surgery patients in a Central European patient population","year":2019,"lang":"en","type":"article","venue":"Clinical Hemorheology and Microcirculation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Incidence (geometry); Perioperative; Population; Cardiac surgery; Internal medicine; Surgery","score_opus":0.010426150214177107,"score_gpt":0.2539287721969329,"score_spread":0.24350262198275577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986159023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989774,0.000044496,0.00007184091,0.00004967669,0.00019056657,0.00052716734,0.000013447671,0.00000912487,0.00011623256],"genre_scores_gemma":[0.9993412,0.00006864272,0.00026186238,0.000042709547,0.000017487218,0.0000033416084,0.00018083786,0.000013390302,0.00007052469],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982279,0.00039643788,0.0007934522,0.00025280807,0.00016379157,0.00016562342],"domain_scores_gemma":[0.99839526,0.00059776864,0.0006368771,0.00013043678,0.00017472525,0.0000649365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074230303,0.00011135023,0.00046394512,0.00013011138,0.000019093184,0.0000034624222,0.000021111267,0.0001745652,0.000012362392],"category_scores_gemma":[0.00044062958,0.00010503736,0.0000691992,0.000100474455,0.00012073271,0.00014525565,0.000028394907,0.0001921805,0.0000020210177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035716797,0.00010281023,0.9558198,0.00019340197,0.000038167065,0.0000019913443,0.00037450108,0.000010915,0.00030734693,0.000004750196,0.00002591046,0.04276328],"study_design_scores_gemma":[0.0016308634,0.0002803033,0.9968152,0.00023209794,0.000059179412,0.0000016763113,0.00004248805,0.0005693005,0.00021217672,0.000044566255,0.000018391054,0.00009377534],"about_ca_topic_score_codex":0.00008268553,"about_ca_topic_score_gemma":0.00008761423,"teacher_disagreement_score":0.042669505,"about_ca_system_score_codex":0.000078863,"about_ca_system_score_gemma":0.000041642776,"threshold_uncertainty_score":0.4283299},"labels":[],"label_agreement":null},{"id":"W2986549984","doi":"10.1093/gerona/glz260","title":"Commonly Used Screening Instruments to Identify Frailty Among Community-Dwelling Older People in a General Practice (Primary Care) Setting: A Study of Diagnostic Test Accuracy","year":2019,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Health and Medical Research Council","keywords":"Medicine; Polypharmacy; Gerontology; Primary care; Youden's J statistic; Test (biology); Checklist; Geriatrics; Diagnostic accuracy; Receiver operating characteristic; Family medicine; Internal medicine; Psychology; Psychiatry","score_opus":0.053962240246545105,"score_gpt":0.37199951753019733,"score_spread":0.3180372772836522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986549984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929554,0.0006641676,0.00007259488,0.003605265,0.0002215777,0.0019869576,0.000018255454,0.000028798167,0.00044699752],"genre_scores_gemma":[0.9969945,0.00013465995,0.001935637,0.00066045905,0.00006101566,0.00004330737,0.00001950043,0.000045632172,0.000105315245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99594223,0.001413614,0.001256595,0.00025600748,0.0006297544,0.00050181773],"domain_scores_gemma":[0.98599565,0.011189406,0.0010714529,0.001075976,0.00050846784,0.00015907637],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019398943,0.0003082515,0.0010806837,0.00029713087,0.0002398185,0.000046601148,0.00071513484,0.00016611141,0.00008578735],"category_scores_gemma":[0.010040771,0.00025029783,0.00011882422,0.0004170453,0.00017360778,0.0006468955,0.0004971737,0.0014337391,0.000010358876],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070474826,0.0012044474,0.88980913,0.00032256497,0.00028837,0.00004607201,0.09980088,0.00055591256,0.003917207,0.0000031885268,0.00015973522,0.0031877689],"study_design_scores_gemma":[0.0044344515,0.0023856005,0.88090986,0.0013557804,0.00027856845,0.00032927262,0.10905047,0.000065462926,0.0008986569,0.000017903942,0.0000923585,0.00018164206],"about_ca_topic_score_codex":0.010435464,"about_ca_topic_score_gemma":0.019893004,"teacher_disagreement_score":0.00994659,"about_ca_system_score_codex":0.00015248936,"about_ca_system_score_gemma":0.0001567564,"threshold_uncertainty_score":0.99999493},"labels":[],"label_agreement":null},{"id":"W2986777002","doi":"10.1093/ons/opz331","title":"The Influence of Surgical Intervention and Sagittal Alignment on Frailty in Adult Cervical Deformity","year":2019,"lang":"en","type":"article","venue":"Operative Neurosurgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Sagittal plane; Linear regression; Frailty Index; Deformity; Feeling; Physical therapy; Psychological intervention; Cohort; Regression toward the mean; Surgery; Internal medicine","score_opus":0.014136392267496063,"score_gpt":0.2885911617744118,"score_spread":0.2744547695069157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2986777002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99614996,0.00003458861,0.0000016008338,0.0021743136,0.00017604908,0.00045780814,0.000010622187,0.0000128106685,0.0009822769],"genre_scores_gemma":[0.9986361,0.00012420479,0.000010282727,0.00045788076,0.000025882719,0.000024789051,0.000007197275,0.000012293255,0.00070133404],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858755,0.0001699084,0.00042040457,0.00028812265,0.00032384536,0.00021017056],"domain_scores_gemma":[0.9988911,0.0005576868,0.0000811296,0.00026928887,0.00011685874,0.000083943734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030292495,0.00014591179,0.00029819406,0.00006383659,0.000047037818,0.00002463567,0.00007274942,0.00007090332,0.000050652812],"category_scores_gemma":[0.0003054438,0.00009362136,0.00009095686,0.00015055605,0.00016125182,0.00012671536,0.00008148177,0.00028946824,0.000033396518],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013449565,0.0006052751,0.97384524,0.00015332528,0.00003786981,0.0001594763,0.00055696495,0.00031835123,0.007463057,0.0014863228,0.00043037886,0.013598781],"study_design_scores_gemma":[0.002066696,0.00071615283,0.9833513,0.00046628376,0.00000896784,0.00011027125,0.00014434275,0.00043766384,0.011001831,0.000035770165,0.001546935,0.000113798924],"about_ca_topic_score_codex":0.00009503157,"about_ca_topic_score_gemma":0.000060485254,"teacher_disagreement_score":0.013484983,"about_ca_system_score_codex":0.000053315616,"about_ca_system_score_gemma":0.000035762634,"threshold_uncertainty_score":0.38177684},"labels":[],"label_agreement":null},{"id":"W2987033702","doi":"10.1182/blood-2019-124946","title":"Prognostic Value of Disease Risk Score Versus Gait Speed in Older Adults with Lymphoma","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Internal medicine; International Prognostic Index; Hazard ratio; Follicular lymphoma; Proportional hazards model; Univariate analysis; Diffuse large B-cell lymphoma; Cohort; Oncology; Lymphoma; Confidence interval; Multivariate analysis","score_opus":0.008545224306351289,"score_gpt":0.2303002005054496,"score_spread":0.2217549761990983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987033702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964969,0.00034809514,0.0000035640046,0.00015467909,0.0001493537,0.0013874952,0.000040343944,0.000053401003,0.0013661345],"genre_scores_gemma":[0.9990496,0.000028059281,0.0003353603,0.0000500241,0.00007439803,0.000020487167,0.00004554915,0.00003960073,0.0003568946],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863297,0.000042380783,0.0002584122,0.0003621707,0.00040947934,0.00029460844],"domain_scores_gemma":[0.99885434,0.00016165328,0.00012342838,0.0005447012,0.00010268833,0.0002132034],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008730647,0.00018572336,0.00032498434,0.00012363013,0.000014635746,0.000007317237,0.00011958325,0.00006903367,0.00012804421],"category_scores_gemma":[0.0003843831,0.00014803685,0.00006783523,0.0002897004,0.00007319041,0.00007129629,0.00004194953,0.0001196846,0.0001283785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045949467,0.002153582,0.9898972,0.0006088571,0.00012630841,0.0002079391,0.0006549548,0.00003664975,0.000106548934,0.000043593984,0.00008184219,0.001487572],"study_design_scores_gemma":[0.0541087,0.0012509975,0.93965846,0.0022745673,0.0005157277,0.000018509678,0.00020443034,0.0004058378,0.0013471164,0.00001581677,0.000028431677,0.00017140798],"about_ca_topic_score_codex":0.00024241814,"about_ca_topic_score_gemma":0.00006589044,"teacher_disagreement_score":0.050238747,"about_ca_system_score_codex":0.00003715268,"about_ca_system_score_gemma":0.00021677342,"threshold_uncertainty_score":0.6036768},"labels":[],"label_agreement":null},{"id":"W2987043688","doi":"10.1093/geroni/igz038.067","title":"CROSS-SECTIONAL ASSOCIATION OF FALLS AND POST-TRAUMATIC STRESS IN CANADIANS ACROSS LEVELS OF FRAILTY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Lakehead University; Dalhousie University","funders":"","keywords":"Traumatic stress; Medicine; Stressor; Logistic regression; Odds ratio; Cross-sectional study; Demography; Cohort; Gerontology; Odds; Cohort study; Poison control; Injury prevention; Occupational safety and health; Internal medicine; Psychiatry; Environmental health","score_opus":0.033449602190865735,"score_gpt":0.33653604282390875,"score_spread":0.303086440633043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987043688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983255,0.000014523911,0.000048970607,0.0005182212,0.00015544155,0.0002703494,0.00015495747,0.000008893903,0.00050311506],"genre_scores_gemma":[0.9986861,0.0000013101028,0.0002380274,0.00019490333,0.000022213124,0.0000062488566,0.000052142957,0.000009597931,0.00078949856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868435,0.00002477585,0.00068376196,0.0001517277,0.0002811436,0.00017426875],"domain_scores_gemma":[0.9989135,0.00015703183,0.0003175667,0.00012452366,0.00046858675,0.000018789755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000647636,0.00007593489,0.00021493476,0.00037606026,0.000015708545,0.000014916506,0.000050451006,0.00010493539,0.00009066146],"category_scores_gemma":[0.00060660724,0.00008455217,0.000015660276,0.0008652956,0.000034605546,0.00017336001,0.00002051219,0.00018822253,0.000002987252],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001367603,0.000044484816,0.96110505,0.0002844564,0.000015459047,0.0000016051648,0.0059927907,0.00025413444,0.030478096,0.00028606717,0.000008249526,0.0015159113],"study_design_scores_gemma":[0.0015528954,0.000041283758,0.99117386,0.00038248155,0.0000021948617,0.000003838992,0.0013540047,0.0004506508,0.0048698736,0.00008470587,0.000018753088,0.00006545239],"about_ca_topic_score_codex":0.010508544,"about_ca_topic_score_gemma":0.011276238,"teacher_disagreement_score":0.030068794,"about_ca_system_score_codex":0.0003234632,"about_ca_system_score_gemma":0.00012686221,"threshold_uncertainty_score":0.9960806},"labels":[],"label_agreement":null},{"id":"W2987128259","doi":"10.1186/s12877-019-1327-4","title":"Systematic review and meta-analysis of second-generation antidepressants for the treatment of older adults with depression: questionable benefit and considerations for frailty","year":2019,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Department of Health, Western Cape Government; Canadian Frailty Network; Dalhousie University; Nova Scotia Department of Health and Wellness","keywords":"Medicine; Placebo; Meta-analysis; Depression (economics); Cochrane Library; Antidepressant; Adverse effect; Internal medicine; Randomized controlled trial; MEDLINE; Psychiatry; Alternative medicine; Anxiety","score_opus":0.13879930022002793,"score_gpt":0.36052103827667703,"score_spread":0.2217217380566491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987128259","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003198396,0.97902703,0.0016601285,0.00006270154,0.00004846375,0.017152658,0.0019979856,0.000010996344,0.000008054949],"genre_scores_gemma":[0.00021523112,0.9865646,0.0074822344,0.00005430134,0.000047358506,0.0039316528,0.0006236389,0.00004372689,0.0010372852],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9975785,0.00013177161,0.0013453291,0.00051680673,0.00026239132,0.00016517512],"domain_scores_gemma":[0.99362266,0.0033897134,0.0014395893,0.0008603227,0.0006146344,0.0000730915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043723776,0.00043303875,0.006528851,0.00025321255,0.00010232086,0.00003033229,0.000077849974,0.00020354292,0.00009419669],"category_scores_gemma":[0.0006004098,0.0002078887,0.0012181357,0.00040217143,0.000055433706,0.000062331426,0.000022138758,0.000062403145,5.1037716e-7],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020178299,0.0001408806,0.000028824086,0.93319297,0.06454772,4.916774e-7,0.00010813107,0.000024735544,3.6333753e-7,0.000093643415,0.0004083402,0.0014337305],"study_design_scores_gemma":[0.0011872002,0.00035204404,0.0000574863,0.023573387,0.9703354,0.000046014626,0.000020539834,0.00046475508,0.000007833842,0.000010174645,0.0037389027,0.00020622768],"about_ca_topic_score_codex":0.00003624869,"about_ca_topic_score_gemma":0.0003994189,"teacher_disagreement_score":0.90961957,"about_ca_system_score_codex":0.00004606676,"about_ca_system_score_gemma":0.00024871403,"threshold_uncertainty_score":0.84774554},"labels":[],"label_agreement":null},{"id":"W2987270259","doi":"10.1093/geroni/igz038.2524","title":"UNDERSTANDING AGING AND FRAILTY WITH A PREDICTIVE NETWORK MODEL","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"National Health and Nutrition Examination Survey; Gerontology; Health and Retirement Study; Psychology; Set (abstract data type); Medicine; Computer science; Environmental health; Population","score_opus":0.07182836498248354,"score_gpt":0.29554793323559825,"score_spread":0.2237195682531147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987270259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80739194,0.00004455091,0.17793868,0.0021007457,0.00010169557,0.00043447933,0.0000018944604,0.00009277377,0.011893238],"genre_scores_gemma":[0.9928042,0.0000058185774,0.0055180616,0.0009682743,0.000086815686,0.000013737902,0.000018418641,0.000023999357,0.00056063867],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989751,0.00001460842,0.0002798148,0.0002602938,0.0002268514,0.00024332704],"domain_scores_gemma":[0.9995281,0.00006827365,0.000102631064,0.00017009885,0.00010106395,0.00002981976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031427748,0.000118940035,0.0001826392,0.00029463405,0.000052176874,0.000030231273,0.0000395551,0.000055362154,0.000019282343],"category_scores_gemma":[0.00004594,0.000108450295,0.0000092401715,0.0011250959,0.000046459645,0.00023509644,0.000037717913,0.0002844274,0.0000047594144],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015570023,0.000033464697,0.89224756,0.0001904783,0.00005978337,0.000022418571,0.004229811,0.07254126,0.0018454338,0.02660792,0.0007777762,0.001288397],"study_design_scores_gemma":[0.0056289434,0.00023392652,0.12498613,0.0030981577,0.00003851482,0.00009269494,0.0028867489,0.84642315,0.00038437734,0.0155941965,0.00026205278,0.00037108682],"about_ca_topic_score_codex":0.000020264282,"about_ca_topic_score_gemma":0.000014089012,"teacher_disagreement_score":0.7738819,"about_ca_system_score_codex":0.0002559478,"about_ca_system_score_gemma":0.00007585829,"threshold_uncertainty_score":0.44224748},"labels":[],"label_agreement":null},{"id":"W2987515732","doi":"10.1182/blood-2019-124375","title":"Integrating Geriatric Assessment and Genetic Profiling to Personalize Therapy Selection in Older Adults with Acute Myeloid Leukemia (AML)","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Oncology; Chemotherapy regimen; Myeloid leukemia; Performance status; Intensive care medicine; Chemotherapy","score_opus":0.007100822044853813,"score_gpt":0.2617404277663108,"score_spread":0.254639605721457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987515732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966817,0.0003849624,0.0002686627,0.00028713015,0.000056348385,0.0016839401,0.0000031668174,0.00006376282,0.00057033746],"genre_scores_gemma":[0.9613843,0.00015589673,0.037433147,0.0002950743,0.00011321899,0.0001270071,0.000012183551,0.000039403185,0.00043978053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987326,0.00004251574,0.00022886058,0.00042866287,0.0002782917,0.00028903136],"domain_scores_gemma":[0.99952024,0.000045208177,0.000069974034,0.00015662727,0.00009570233,0.00011223419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010709256,0.00019962837,0.000278047,0.00017752819,0.00003933624,0.00003481217,0.00006237417,0.00008714512,0.00006327057],"category_scores_gemma":[0.000017185097,0.00015302665,0.00003150819,0.00042466164,0.000015880018,0.0000791078,0.00002566895,0.00027868766,0.000013605762],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005956931,0.00040776882,0.8559518,0.000238949,0.00022633208,0.000109214845,0.0045293234,0.000043645716,0.11304209,0.00001956593,0.00005934167,0.024776315],"study_design_scores_gemma":[0.016337398,0.0021190888,0.9557027,0.00076767657,0.00013422198,0.0006637999,0.0011701501,0.0018042478,0.020917688,0.0000069154826,0.00007347251,0.00030261668],"about_ca_topic_score_codex":0.00020145204,"about_ca_topic_score_gemma":0.00011182148,"teacher_disagreement_score":0.099750966,"about_ca_system_score_codex":0.0001848816,"about_ca_system_score_gemma":0.00029072867,"threshold_uncertainty_score":0.6240245},"labels":[],"label_agreement":null},{"id":"W2987623264","doi":"10.1111/ggi.13810","title":"Diagnostic test accuracy of self‐reported screening instruments in identifying frailty in community‐dwelling older people: A systematic review","year":2019,"lang":"en","type":"review","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Canadian Institutes of Health Research; University of Adelaide","keywords":"PsycINFO; Medicine; Generalizability theory; CINAHL; MEDLINE; Gerontology; Systematic review; Psychiatry; Psychology; Psychological intervention","score_opus":0.09409412841355345,"score_gpt":0.3900852672654415,"score_spread":0.29599113885188805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987623264","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0054300074,0.98193944,0.0007153616,0.00085192756,0.004201882,0.0056006657,0.0003508887,0.00011368887,0.0007961445],"genre_scores_gemma":[0.011380702,0.9822866,0.0023302552,0.00041220497,0.00028061858,0.0008448485,0.0019179282,0.00014300145,0.0004038607],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9892301,0.0012259067,0.005975521,0.0013604239,0.0012542343,0.00095382024],"domain_scores_gemma":[0.97936857,0.013152335,0.0048907264,0.0013596975,0.0009775623,0.00025113815],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0029898607,0.0012317242,0.0063711517,0.0029719912,0.00013307614,0.00012342892,0.0018712992,0.0015268523,0.0003523162],"category_scores_gemma":[0.026027827,0.0012174773,0.00081158703,0.0013520151,0.00019154877,0.00056117,0.00095292245,0.0028407841,0.00006167345],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013295407,0.0028650719,0.070218965,0.84239644,0.0054666316,0.0008949003,0.0032088994,0.000018179304,0.000004898948,0.0005828277,0.0010103319,0.0731999],"study_design_scores_gemma":[0.015259583,0.0008873807,0.04201006,0.84428495,0.019654198,0.012187165,0.0011436408,0.0024394265,0.0000043218615,0.00039414476,0.05796352,0.003771587],"about_ca_topic_score_codex":0.0014975683,"about_ca_topic_score_gemma":0.0019355384,"teacher_disagreement_score":0.06942831,"about_ca_system_score_codex":0.0012363902,"about_ca_system_score_gemma":0.0008404995,"threshold_uncertainty_score":0.9997694},"labels":[],"label_agreement":null},{"id":"W2987787829","doi":"10.1007/978-3-030-26226-6_16","title":"Should Frailty Include Multidimensional and Dynamic Factors?","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Interpretability; Vulnerability (computing); Context (archaeology); Reliability (semiconductor); Frailty Index; Computer science; Psychology; Gerontology; Medicine; Artificial intelligence; Computer security","score_opus":0.050916266730834533,"score_gpt":0.3048299310467407,"score_spread":0.2539136643159062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987787829","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014187766,0.0012253689,0.0001956257,0.0021208806,0.0008372919,0.0013485772,0.00023774235,0.00030226153,0.97954446],"genre_scores_gemma":[0.04554003,0.00023060555,0.0016666558,0.0011863782,0.000116460375,0.0000030967249,0.0005949216,0.00013923224,0.9505226],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99797803,0.000008300373,0.00039941174,0.00067335577,0.0006400257,0.00030087092],"domain_scores_gemma":[0.9985449,0.00023853524,0.00013592376,0.00066611666,0.00014148369,0.00027306366],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008090809,0.0005658953,0.00080098707,0.00021063976,0.00005864621,0.000015140804,0.00010345336,0.0008286805,0.005214484],"category_scores_gemma":[0.00007235867,0.000436228,0.00019363433,0.000017013566,0.0001714057,0.00006859469,0.00029374904,0.00088737765,0.00085885526],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018581473,0.0010676188,0.025917638,0.0068546007,0.007467294,0.0019724828,0.003558313,0.000028907265,0.023572005,0.47290015,0.34360287,0.111199975],"study_design_scores_gemma":[0.0045823236,0.0007856736,0.025346117,0.0018327059,0.000659618,0.00036713918,0.00006368858,0.0015865457,0.00043506362,0.0025249189,0.9603025,0.0015137487],"about_ca_topic_score_codex":0.000081913335,"about_ca_topic_score_gemma":0.00020033529,"teacher_disagreement_score":0.6166996,"about_ca_system_score_codex":0.00016910558,"about_ca_system_score_gemma":0.00022058256,"threshold_uncertainty_score":0.9999191},"labels":[],"label_agreement":null},{"id":"W2987960650","doi":"10.1093/geroni/igz038.1764","title":"SYSTEMATIC REVIEW OF THE EFFECTS OF NON-VR EXERGAMING ON MOBILITY OUTCOMES OF OLDER ADULTS LIVING IN LONG-TERM CARE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ontario College of Art and Design; McGill University; York University; University of Toronto","funders":"","keywords":"CINAHL; PsycINFO; Medicine; Psychological intervention; Gerontology; MEDLINE; Quality of life (healthcare); Berg Balance Scale; Population; Physical medicine and rehabilitation; Balance (ability); Physical therapy; Psychology; Nursing","score_opus":0.006618663009142125,"score_gpt":0.2867922023118105,"score_spread":0.2801735393026684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2987960650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99427164,0.0021261747,0.000039090985,0.000106523235,0.00025227168,0.0029938864,0.000001687669,0.000009128659,0.00019961964],"genre_scores_gemma":[0.99945843,0.000079401296,0.000055992576,0.00025293705,0.000008075624,0.000066391396,0.000005983081,0.00001451347,0.000058270944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99782926,0.00011714883,0.0013329455,0.00019419323,0.0003928482,0.0001336319],"domain_scores_gemma":[0.99752206,0.0007283204,0.0007242562,0.0006218021,0.00039295517,0.000010626362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007720759,0.00013410284,0.00081248395,0.0003458542,0.000008842163,0.0000025406573,0.0001559653,0.000058560057,0.000012967255],"category_scores_gemma":[0.0031206706,0.000095214265,0.000073385236,0.0013104518,0.000034694865,0.00007706993,0.0000670845,0.0001963777,0.0000020531947],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004620069,0.00007328988,0.5226822,0.4719373,0.000014468154,0.0000011553382,0.003473488,0.0000049335868,0.0013593653,0.000016227797,0.0000018736922,0.0004311249],"study_design_scores_gemma":[0.0005094937,0.000033950797,0.5376555,0.45543453,0.000023714632,0.0000010431727,0.00030718444,0.00003592036,0.0059580025,0.0000013964146,2.2357746e-8,0.00003925801],"about_ca_topic_score_codex":0.000111361216,"about_ca_topic_score_gemma":0.000021364322,"teacher_disagreement_score":0.016502766,"about_ca_system_score_codex":0.00014701633,"about_ca_system_score_gemma":0.000055558645,"threshold_uncertainty_score":0.3882725},"labels":[],"label_agreement":null},{"id":"W2988490226","doi":"10.1093/geroni/igz038.3305","title":"THE ASSOCIATION OF A FRAILTY INDEX AND INCIDENT DELIRIUM IN HOSPITALIZED VETERANS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Delirium; Medicine; Stressor; Frailty Index; Demographics; Cohort; Emergency medicine; Gerontology; Internal medicine; Psychiatry; Demography","score_opus":0.014533159574243887,"score_gpt":0.29028705439124286,"score_spread":0.27575389481699897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988490226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99299073,0.00004338791,0.00015142935,0.005211311,0.00017490768,0.0003359284,0.0000012440266,0.000013009269,0.0010780662],"genre_scores_gemma":[0.99882066,0.000016495034,0.00012357549,0.00057173305,0.000022663198,0.000015710535,0.000009405028,0.000007939149,0.00041184528],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989903,0.00003662593,0.00047323277,0.000120735145,0.00024637213,0.00013275271],"domain_scores_gemma":[0.99918365,0.00016498921,0.00020816895,0.000139586,0.00029365296,0.000009947045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007709835,0.00006412666,0.00015047583,0.00027229878,0.000017266431,0.00001674043,0.00004805454,0.000066250424,0.0000122464],"category_scores_gemma":[0.0007845302,0.000053822354,0.000012370554,0.0008664557,0.000017978178,0.00010865941,0.00002847579,0.00019219141,0.00000413873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038242004,0.000021393807,0.98825115,0.00004079046,0.000009137385,0.0000017685834,0.0017982513,0.000026406235,0.005274427,0.00047527786,0.00013392877,0.003929212],"study_design_scores_gemma":[0.0025761144,0.00003747573,0.993248,0.00021951144,0.0000033227552,0.0000023380348,0.00042590752,0.0015224407,0.0007541491,0.0004594735,0.00069707935,0.000054174605],"about_ca_topic_score_codex":0.0003192675,"about_ca_topic_score_gemma":0.00017583554,"teacher_disagreement_score":0.005829917,"about_ca_system_score_codex":0.00021097243,"about_ca_system_score_gemma":0.00004486845,"threshold_uncertainty_score":0.21948119},"labels":[],"label_agreement":null},{"id":"W2988503830","doi":"10.1093/geroni/igz038.330","title":"THE EFFECTS OF FRAILTY, POLYPHARMACY, AND COGNITION ON HEALTH OUTCOMES: A STUDY ON INTERRAI RESIDENTIAL CARE DATA","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Surrey Memorial Hospital; Fraser Health","funders":"","keywords":"Polypharmacy; Medicine; Cognition; Gerontology; Proportional hazards model; Geriatrics; Multivariate analysis; Hazard ratio; Internal medicine; Psychiatry; Confidence interval","score_opus":0.05616002270491192,"score_gpt":0.40156234120775036,"score_spread":0.3454023185028384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988503830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922812,0.00009298921,0.000031454903,0.004979145,0.0006051167,0.0014730024,0.000012983282,0.00002851932,0.0004955712],"genre_scores_gemma":[0.997926,0.000013633808,0.000032103013,0.0017137921,0.00005089043,0.00002111128,0.00011820169,0.000015738788,0.00010852852],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866265,0.00010243237,0.00046725862,0.0002718629,0.00034504937,0.00015075748],"domain_scores_gemma":[0.99871755,0.0004091276,0.00020755081,0.0005150149,0.00012873279,0.000022000295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004969397,0.000111031535,0.00021858775,0.00033701828,0.00006133002,0.00002568844,0.00014603922,0.000027393904,0.0000070781366],"category_scores_gemma":[0.00066255825,0.00008306159,0.000011493974,0.00049693516,0.00003306831,0.00010589024,0.00012771029,0.00027326736,0.000011893344],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005327854,0.0005429374,0.8758653,0.0012684377,0.00015469831,0.000020075162,0.022025768,0.000004101883,0.0065214382,0.00065847504,0.0029165298,0.08948945],"study_design_scores_gemma":[0.008448144,0.0014939992,0.9750689,0.0022229129,0.000028943741,0.0000061424344,0.008972498,0.00014264828,0.003012764,0.00014851592,0.00033265728,0.00012185087],"about_ca_topic_score_codex":0.00030312533,"about_ca_topic_score_gemma":0.00014989264,"teacher_disagreement_score":0.099203624,"about_ca_system_score_codex":0.00008144104,"about_ca_system_score_gemma":0.00007601665,"threshold_uncertainty_score":0.3387153},"labels":[],"label_agreement":null},{"id":"W2988563369","doi":"10.1093/geroni/igz038.1679","title":"WELL-BEING AND ADVANCE DIRECTIVES AMONG PROLONGED MECHANICAL VENTILATION PATIENTS AT HOME VERSUS HOSPITAL","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Depression (economics); Mood; Nausea; Quartile; Mechanical ventilation; Physical therapy; Pediatrics; Emergency medicine; Internal medicine; Psychiatry","score_opus":0.006993790190568017,"score_gpt":0.2552349192400223,"score_spread":0.24824112904945428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988563369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99698126,0.000021363445,0.00009723932,0.0003175079,0.00068520557,0.00057387823,9.493177e-7,0.000060691567,0.0012618887],"genre_scores_gemma":[0.9989658,0.000005256443,0.00053645566,0.00006571027,0.000052454663,0.000025995721,0.00006104917,0.000018864344,0.0002683983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897945,0.000022176237,0.0003173227,0.00027830695,0.00023203896,0.00017069637],"domain_scores_gemma":[0.99944663,0.00007324403,0.00014332657,0.00014760807,0.00016402661,0.000025135123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018116814,0.00010677678,0.00015837785,0.0002506819,0.000043119402,0.000016665315,0.000038789818,0.00006535018,0.000036227673],"category_scores_gemma":[0.00023067833,0.00011276735,0.000015271564,0.00060146523,0.000031406824,0.0003318883,0.00006270193,0.00017444053,0.000026256466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023635532,0.000065766726,0.9895154,0.00006265517,0.000014440923,0.0000036666481,0.0011823096,0.000014054669,0.0028650786,0.0005290217,0.000025915071,0.0054852823],"study_design_scores_gemma":[0.0039630905,0.00020385157,0.9888368,0.00028870587,0.000008902627,0.0000011422873,0.00013798107,0.0009395547,0.0050783027,0.0002362995,0.00017771994,0.00012763841],"about_ca_topic_score_codex":0.000011680955,"about_ca_topic_score_gemma":0.000011980791,"teacher_disagreement_score":0.005357644,"about_ca_system_score_codex":0.00021632975,"about_ca_system_score_gemma":0.000013770479,"threshold_uncertainty_score":0.45985192},"labels":[],"label_agreement":null},{"id":"W2988743231","doi":"10.1093/geroni/igz038.1077","title":"EARLY FRAILTY PHENOTYPES AND PREDICTIONS OF COGNITIVE AGING: EVIDENCE FROM THE VICTORIA LONGITUDINAL STUDY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Dementia; Cognitive decline; Gerontology; Cognition; Cognitive impairment; Longitudinal study; Health and Retirement Study; Psychology; Medicine; Disease; Internal medicine; Psychiatry","score_opus":0.05988127927453442,"score_gpt":0.338252751735533,"score_spread":0.2783714724609986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988743231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959076,0.00017890136,0.0011226502,0.0013371906,0.0003490491,0.0007327315,0.000013934789,0.000036652236,0.00032130856],"genre_scores_gemma":[0.99927306,0.000008170194,0.00022377803,0.00014001378,0.00016118819,0.000026519545,0.00001875219,0.00001198557,0.00013655976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988403,0.000057212532,0.00041717032,0.0002535915,0.00030640114,0.00012533423],"domain_scores_gemma":[0.9983358,0.000855963,0.00016384739,0.00022418358,0.00040147797,0.000018756416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004202374,0.00010393463,0.00018817677,0.00017888566,0.000051400893,0.000027510428,0.000080940554,0.000040068444,0.00009762778],"category_scores_gemma":[0.0009622841,0.00008266374,0.00001466004,0.0009996517,0.00007105512,0.00025670454,0.00006537719,0.0002703485,0.000014456877],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056646175,0.0000925952,0.98260105,0.000022236176,0.00006298299,0.000003567141,0.01359898,0.000011297702,0.0016874583,0.00014384466,0.00007806813,0.0016412531],"study_design_scores_gemma":[0.0014486667,0.00018682342,0.99239415,0.0014677894,0.00005472053,0.0000030598655,0.0033473368,0.00029527914,0.00043908408,0.00024708416,0.000043232998,0.000072753974],"about_ca_topic_score_codex":0.0014183857,"about_ca_topic_score_gemma":0.00013026723,"teacher_disagreement_score":0.010251643,"about_ca_system_score_codex":0.000047486148,"about_ca_system_score_gemma":0.00006000727,"threshold_uncertainty_score":0.33709294},"labels":[],"label_agreement":null},{"id":"W2988790946","doi":"10.1093/geroni/igz038.2546","title":"HOME AND COMMUNITY HEALTHCARE FOR FRAIL OLDER ADULTS: A PATIENT, CAREGIVER, AND PRACTITIONER PERSPECTIVE","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surrey Memorial Hospital; Fraser Health","funders":"","keywords":"Thematic analysis; Focus group; Telehealth; Health care; Biopsychosocial model; Context (archaeology); Medicine; Aging in place; Independent living; Nursing; Gerontology; Psychology; Qualitative research; Telemedicine; Psychiatry","score_opus":0.021407326173837525,"score_gpt":0.3122388841682352,"score_spread":0.2908315579943977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988790946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865647,0.00032339065,0.00024674184,0.011149503,0.00015024935,0.0009825381,0.000026982585,0.0000401014,0.0005157956],"genre_scores_gemma":[0.99691886,0.000024772751,0.000951067,0.0017612092,0.000040075898,0.000070936905,0.00008335173,0.00001716356,0.00013255744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991881,0.00007226699,0.00026208357,0.00019641427,0.00012902747,0.00015205899],"domain_scores_gemma":[0.99876887,0.00022209126,0.00013345057,0.00019087021,0.0006518499,0.000032858596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026845327,0.00010232757,0.00017540946,0.00030621237,0.00011622204,0.00002253243,0.0000305588,0.00006999329,0.000016318902],"category_scores_gemma":[0.00033815697,0.00010362687,0.000012254862,0.00047401254,0.00004947645,0.00024152962,0.000041959916,0.00043319975,0.0000027138612],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000548801,0.00040085852,0.6840661,0.002216391,0.000076320684,0.000010289887,0.25161627,0.00000620986,0.0012598418,0.015474934,0.0018029778,0.042520974],"study_design_scores_gemma":[0.011237284,0.00088112964,0.7670915,0.0028484797,0.00002357539,0.00010456468,0.20988616,0.0007033031,0.0004405689,0.0038196666,0.00259298,0.00037075125],"about_ca_topic_score_codex":0.0013633434,"about_ca_topic_score_gemma":0.00015587347,"teacher_disagreement_score":0.08302541,"about_ca_system_score_codex":0.00019166546,"about_ca_system_score_gemma":0.00005637916,"threshold_uncertainty_score":0.42257813},"labels":[],"label_agreement":null},{"id":"W2988867512","doi":"10.1016/j.archger.2019.103972","title":"Sex-differences in relation to the association between patterns of physical activity and sedentary behavior with frailty","year":2019,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital Research Institute of Manitoba; Seven Oaks General Hospital; Research Manitoba; University of Manitoba; St. Boniface Hospital; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Sedentary behavior; Demography; National Health and Nutrition Examination Survey; Physical activity; Demographics; Association (psychology); Linear regression; Gerontology; Physical therapy; Psychology; Population","score_opus":0.023473137746722213,"score_gpt":0.2818266629143441,"score_spread":0.2583535251676219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988867512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998377,0.000036107376,0.00020571772,0.0008174132,0.00002657236,0.0003546549,0.000031307987,0.000004621785,0.00014658453],"genre_scores_gemma":[0.9994888,0.000026877055,0.00022218158,0.00001938133,0.000033818935,0.0000084066705,0.000010311616,0.0000040001078,0.00018626102],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994416,0.00008293976,0.00011297738,0.0001461432,0.00011172982,0.00010456926],"domain_scores_gemma":[0.9990469,0.0006712784,0.00011933848,0.00011526673,0.000013569244,0.0000336291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008654983,0.00007257275,0.00028407984,0.00007079473,0.000019373765,0.0000024892304,0.000043780514,0.000056709876,0.0000035932835],"category_scores_gemma":[0.000041575306,0.000049189348,0.00002072721,0.00005545073,0.000045935343,0.000048156006,0.00003985289,0.00014534114,5.855988e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014498421,0.00008348297,0.97314745,0.000057726545,0.000037214402,0.0000011203484,0.0037590645,0.0000014802865,0.0012146641,0.00003098916,0.0000030961799,0.021518698],"study_design_scores_gemma":[0.0008963612,0.0006617063,0.9970443,0.00003538259,0.000107609536,0.0000035113883,0.00020414907,0.00008599311,0.00083270966,0.00006973399,0.000010017625,0.000048519436],"about_ca_topic_score_codex":0.00046084396,"about_ca_topic_score_gemma":0.0005368081,"teacher_disagreement_score":0.023896828,"about_ca_system_score_codex":0.000011390805,"about_ca_system_score_gemma":0.000019580362,"threshold_uncertainty_score":0.20058833},"labels":[],"label_agreement":null},{"id":"W2988976680","doi":"10.1093/geroni/igz038.2944","title":"COMPARISON OF A FRAILTY INDEX WITH CARDIOVASCULAR RISK SCORES IN PREDICTING CARDIOVASCULAR DISEASE MORTALITY","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Framingham Risk Score; Hazard ratio; Internal medicine; National Health and Nutrition Examination Survey; Disease; Diabetes mellitus; National Death Index; Cardiology; Receiver operating characteristic; Risk assessment; Confidence interval; Endocrinology; Population; Environmental health","score_opus":0.03711469151354488,"score_gpt":0.3144127599235457,"score_spread":0.2772980684100008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2988976680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933768,0.0012074618,0.0036488674,0.000071731614,0.0001406458,0.00091612973,0.000013094657,0.00006125621,0.00056402566],"genre_scores_gemma":[0.9992437,0.000018262539,0.00046397888,0.000044499564,0.0000705553,0.000050103004,0.00005550126,0.00003164087,0.000021774038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99718934,0.00013836368,0.00088262424,0.00046868186,0.0010326244,0.00028838715],"domain_scores_gemma":[0.9982831,0.00007679279,0.00025374896,0.001014019,0.00031477425,0.000057596175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00153727,0.00019733686,0.0007926584,0.0006870087,0.000030297511,0.000016500533,0.00012320881,0.000087012064,0.000020981835],"category_scores_gemma":[0.00054105825,0.00018493869,0.00018627841,0.0023034692,0.000077116616,0.00021772113,0.00006304609,0.0005379015,0.00000565885],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010128737,0.00011990962,0.9174445,0.0004387944,0.0006985969,0.000039297483,0.0012191271,0.07402504,0.000119563374,0.00005826778,0.000010356882,0.005725219],"study_design_scores_gemma":[0.0035288597,0.00005588643,0.9728989,0.0012533716,0.00021288189,0.000004864518,0.00070680724,0.020203676,0.00065615645,0.000081478735,0.0002208729,0.00017627107],"about_ca_topic_score_codex":0.002639961,"about_ca_topic_score_gemma":0.0001289052,"teacher_disagreement_score":0.05545434,"about_ca_system_score_codex":0.00017747309,"about_ca_system_score_gemma":0.00017079289,"threshold_uncertainty_score":0.7541581},"labels":[],"label_agreement":null},{"id":"W2989092126","doi":"10.1093/geroni/igz038.3285","title":"SOCIAL FRAILTY IN RECENTLY RELOCATED SEMI-INDEPENDENT OLDER ADULTS","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Dalhousie University; Mount Allison University; Université de Moncton","funders":"","keywords":"Relocation; Gerontology; Thematic analysis; Social support; Social isolation; Social vulnerability; Population; Vulnerability (computing); Psychology; Qualitative research; Medicine; Sociology; Social psychology; Environmental health; Psychological resilience","score_opus":0.023428157435132,"score_gpt":0.3081648555253195,"score_spread":0.28473669809018753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989092126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98697853,0.00003526036,0.00011547189,0.0058192313,0.00041143328,0.00069423835,0.00000230566,0.00009928534,0.005844271],"genre_scores_gemma":[0.9962461,0.000006381716,0.000223483,0.0014762408,0.00013508789,0.00003483325,0.00012704902,0.00003255867,0.0017182886],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806833,0.000035586894,0.000747753,0.00038388825,0.000422598,0.00034186296],"domain_scores_gemma":[0.99922276,0.000050821833,0.00017468065,0.00024357258,0.0002796007,0.000028544991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005207485,0.00016278993,0.0002786565,0.0007768697,0.000032348693,0.000020245561,0.00010948834,0.00018053722,0.00033366535],"category_scores_gemma":[0.00022419478,0.0001755303,0.00002806766,0.0025193705,0.00002684431,0.00019129606,0.000055168366,0.0005843762,0.00020188684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025875945,0.00031730643,0.93438184,0.00033631639,0.000026210702,0.00007915028,0.010243823,0.000080078345,0.011215995,0.0020175143,0.0038285966,0.03721438],"study_design_scores_gemma":[0.00790891,0.000048390153,0.98016244,0.0015064428,0.000006149567,0.000022129192,0.0013860229,0.0017343704,0.0044583743,0.00041545334,0.0020872978,0.00026402978],"about_ca_topic_score_codex":0.00028720126,"about_ca_topic_score_gemma":0.000115883726,"teacher_disagreement_score":0.045780562,"about_ca_system_score_codex":0.00041982208,"about_ca_system_score_gemma":0.000119212935,"threshold_uncertainty_score":0.71579176},"labels":[],"label_agreement":null},{"id":"W2989467111","doi":"10.1016/j.jcrc.2019.10.016","title":"Changes in frailty among ICU survivors and associated factors: Results of a one-year prospective cohort study using the Dutch Clinical Frailty Scale","year":2019,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Chicken Farmers of Saskatchewan","keywords":"Medicine; Prospective cohort study; Cohort; Scale (ratio); Cohort study; Gerontology; Emergency medicine; Internal medicine","score_opus":0.06751148886049599,"score_gpt":0.3849496645655583,"score_spread":0.3174381757050623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989467111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967969,0.000145127,0.0000061652077,0.0010127848,0.00039116526,0.0010665595,0.0000716108,0.000011747149,0.00049793784],"genre_scores_gemma":[0.9994735,0.000011546965,0.00015017098,0.000069203226,0.0001991401,0.0000038776843,0.0000052581477,0.000027719685,0.000059548038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99672645,0.00051866996,0.0011010508,0.00031644444,0.001008855,0.00032850154],"domain_scores_gemma":[0.9962071,0.0014788419,0.00036634674,0.00034167652,0.0013735266,0.00023246685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018214781,0.00020666231,0.0010244444,0.00015754395,0.000056724122,0.000034562247,0.00018663937,0.0002562756,0.00004945927],"category_scores_gemma":[0.0069161807,0.00013908578,0.00017366596,0.00031912563,0.00042742759,0.00017394187,0.00011192955,0.0011440008,0.0000016844969],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055965764,0.00087821827,0.99042916,0.00014283415,0.00012464162,0.000048343252,0.0074868132,0.000003036243,0.00018573093,0.0000067551,0.000028096501,0.000106733074],"study_design_scores_gemma":[0.004927873,0.0027420076,0.95555925,0.0005441038,0.00038286386,0.00001537397,0.034983367,0.00005732294,0.00058213813,0.0000636367,0.000008966083,0.00013312083],"about_ca_topic_score_codex":0.00074875227,"about_ca_topic_score_gemma":0.005210579,"teacher_disagreement_score":0.034869917,"about_ca_system_score_codex":0.00023800353,"about_ca_system_score_gemma":0.00016749266,"threshold_uncertainty_score":0.8279814},"labels":[],"label_agreement":null},{"id":"W2989663298","doi":"10.1253/circj.cj-19-0467","title":"Influence of Preadmission Frailty on Short- and Mid-Term Prognoses in Octogenarians With ST-Elevation Myocardial Infarction","year":2019,"lang":"en","type":"article","venue":"Circulation Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Myocardial infarction; Internal medicine; Cardiology; Term (time)","score_opus":0.02245705307803148,"score_gpt":0.2826906686714055,"score_spread":0.26023361559337405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989663298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99831766,0.00004664752,0.00020744208,0.0006053997,0.00007995122,0.0005381546,0.000003156581,0.000016230468,0.00018533788],"genre_scores_gemma":[0.9995162,0.00002066088,0.00015460381,0.00013195664,0.00009723253,0.0000065899653,0.000021460335,0.000014680468,0.000036602905],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885046,0.000060191098,0.00035011218,0.0001835328,0.00041613658,0.00013955293],"domain_scores_gemma":[0.99928284,0.000054184475,0.0001661991,0.00015431797,0.0002277386,0.000114721886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000233339,0.00011613625,0.00020954155,0.00025455022,0.000045829376,0.00002514052,0.000040293075,0.000097721946,0.00006331039],"category_scores_gemma":[0.00015953435,0.00009353881,0.000035938905,0.00021749266,0.0000417959,0.00032829554,0.0000101977985,0.00028081116,0.0000042852785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032062794,0.00008291445,0.92801285,0.00006945981,0.0000376941,0.000009339386,0.0005584017,0.014236321,0.05171774,0.00002698779,0.000017947332,0.0049097175],"study_design_scores_gemma":[0.0020035917,0.00048485288,0.9930169,0.0007996756,0.000041291467,0.00037912952,0.00006911091,0.0009985581,0.0018808213,0.0000796333,0.0001491717,0.00009726493],"about_ca_topic_score_codex":0.0000063550824,"about_ca_topic_score_gemma":0.000006257391,"teacher_disagreement_score":0.06500405,"about_ca_system_score_codex":0.000106594685,"about_ca_system_score_gemma":0.0001360917,"threshold_uncertainty_score":0.3814402},"labels":[],"label_agreement":null},{"id":"W2989804095","doi":"10.1016/j.jmir.2019.06.053","title":"Gait Speed vs. VES-13: A Pilot Study Comparing Screening Tools to Determine the Need for a Comprehensive Geriatric Assessment in Senior Women with Breast Cancer","year":2019,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Breast cancer; Physical medicine and rehabilitation; Medicine; Gait; Physical therapy; Medical physics; Cancer; Internal medicine","score_opus":0.05034352705909094,"score_gpt":0.3649738142004046,"score_spread":0.31463028714131364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989804095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9610108,0.00022488936,0.00081706734,0.0370007,0.00026384022,0.0006387449,0.0000026851544,0.000008197389,0.000033060478],"genre_scores_gemma":[0.9969161,0.000053926567,0.0012096716,0.0014567233,0.0003184289,0.000014102118,3.9801603e-7,0.0000066895373,0.000023947669],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978638,0.000089139074,0.0004300387,0.00018518681,0.0011731888,0.00025863328],"domain_scores_gemma":[0.99858296,0.0006061454,0.00026747596,0.00008569202,0.00019706928,0.00026063208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018342576,0.00010820035,0.00038043954,0.00029122524,0.000116395306,0.00015297189,0.0002116146,0.000015115723,0.00003162169],"category_scores_gemma":[0.00022652677,0.000057846937,0.000022920978,0.00050511665,0.0001312311,0.0002928716,0.000045490833,0.00027536586,6.234566e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085658417,0.00024235835,0.90400827,0.00004694227,0.000060485752,0.000041049683,0.0037458264,0.0015809904,0.0006028841,0.000002343661,0.0007224553,0.08808978],"study_design_scores_gemma":[0.0061507137,0.001987782,0.89923304,0.0004152136,0.000041603274,0.00045559413,0.014074465,0.07729962,0.0000087869885,0.000003981234,0.00024802377,0.00008118043],"about_ca_topic_score_codex":0.00026344752,"about_ca_topic_score_gemma":0.000059933078,"teacher_disagreement_score":0.088008605,"about_ca_system_score_codex":0.00011632216,"about_ca_system_score_gemma":0.00040976572,"threshold_uncertainty_score":0.23589295},"labels":[],"label_agreement":null},{"id":"W2990008823","doi":"10.1016/j.resuscitation.2019.11.011","title":"Frailty and associated outcomes and resource utilization following in-hospital cardiac arrest","year":2019,"lang":"en","type":"article","venue":"Resuscitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut du Savoir Montfort; Bruyère; Sinai Health System; University of Alberta; Queen's University; McMaster University; University of Toronto; Ottawa Public Health; Impact; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Odds ratio; Confidence interval; Confounding; Logistic regression; Emergency medicine; Odds; Return of spontaneous circulation; Retrospective cohort study; Internal medicine; Intensive care medicine; Cardiopulmonary resuscitation; Resuscitation","score_opus":0.020004220147860727,"score_gpt":0.28934168942573474,"score_spread":0.269337469277874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990008823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995118,0.00023322365,0.000020598587,0.0017047563,0.00054242683,0.0004965191,0.0000066250627,0.000049769293,0.0018280826],"genre_scores_gemma":[0.9988828,0.000032757824,0.00019003963,0.00010364797,0.000030741434,0.000009253258,0.000113636444,0.000017067925,0.00062009133],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991082,0.00006167356,0.00019339038,0.00023946623,0.0002403523,0.0001569054],"domain_scores_gemma":[0.9994707,0.00022078068,0.00006521131,0.00013754144,0.000042700223,0.00006307324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002651487,0.0001035389,0.00023248528,0.00011267502,0.000037077385,0.000030304704,0.000025097099,0.000102534876,0.0000052345486],"category_scores_gemma":[0.0008087934,0.000099147306,0.0000422791,0.00019723168,0.000024994886,0.00016844709,0.000024155242,0.000115638366,0.0000124935095],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026583919,0.000045142497,0.9927721,0.00005447877,0.000049956605,0.0000064154697,0.0017826295,0.000008460568,0.0009902628,0.00012344314,0.00041897545,0.0037215273],"study_design_scores_gemma":[0.0018479377,0.00013580479,0.99476075,0.00020672777,0.000038294726,2.3945984e-7,0.000721121,0.00072926044,0.0000844922,0.00017259599,0.0011967536,0.00010599725],"about_ca_topic_score_codex":0.00007066949,"about_ca_topic_score_gemma":0.00004187687,"teacher_disagreement_score":0.0037647656,"about_ca_system_score_codex":0.000080796424,"about_ca_system_score_gemma":0.000023132925,"threshold_uncertainty_score":0.40431097},"labels":[],"label_agreement":null},{"id":"W2990967293","doi":"10.1007/s40520-019-01416-y","title":"Association between nocturia and frailty among elderly males in a veterans administration population","year":2019,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Nocturia; Medicine; Gerontology; Association (psychology); Administration (probate law); Population; Internal medicine; Psychology; Environmental health","score_opus":0.13454675281259262,"score_gpt":0.4865051975175325,"score_spread":0.35195844470493987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990967293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99664885,0.00020135801,0.0000023260413,0.0019833155,0.00008307897,0.0004580771,0.000003890064,0.000020683663,0.0005983964],"genre_scores_gemma":[0.9980491,0.00004906788,0.00016768175,0.000061127736,0.0001745441,0.00001659833,0.000059510072,0.000011947896,0.0014104431],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982903,0.00024106825,0.0003941402,0.0003471428,0.00045633953,0.0002710251],"domain_scores_gemma":[0.998789,0.0008097679,0.00005415736,0.00013983328,0.000051916893,0.00015531272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014429028,0.0000918421,0.00025172153,0.00011057141,0.00006901839,0.00006465933,0.00004737829,0.0001739139,0.000059028534],"category_scores_gemma":[0.0004342672,0.000083596526,0.00003819561,0.00013119454,0.000103303355,0.00018106103,0.00006848653,0.0005062444,0.000028645736],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012735033,0.00008594242,0.98902124,0.00003768331,0.00002547407,0.000008231354,0.00048465436,1.7814483e-7,0.001539671,0.000020428208,0.000085491665,0.0085636545],"study_design_scores_gemma":[0.0021262034,0.0010759938,0.992782,0.00019547882,0.000009741734,0.0000034436293,0.0004560512,0.00022386947,0.00267809,0.00013312642,0.00023239874,0.00008359384],"about_ca_topic_score_codex":0.0007426487,"about_ca_topic_score_gemma":0.00019832488,"teacher_disagreement_score":0.008480061,"about_ca_system_score_codex":0.00010123343,"about_ca_system_score_gemma":0.000032797037,"threshold_uncertainty_score":0.34089676},"labels":[],"label_agreement":null},{"id":"W2990982503","doi":"10.1002/agm2.12090","title":"Sex differences in the relative heterogeneity of frailty in relation to age, frailty, health protection, and five‐year mortality","year":2019,"lang":"en","type":"article","venue":"Aging Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surrey Memorial Hospital; Simon Fraser University; Fraser Health; Crandall University","funders":"Canadian Institutes of Health Research","keywords":"Demography; Medicine; Frailty Index; Relative risk; Gerontology; China; Beijing; Confidence interval; Geography; Internal medicine","score_opus":0.08160637454826242,"score_gpt":0.35245944676645014,"score_spread":0.2708530722181877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990982503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783235,0.0002627466,0.000371401,0.018466162,0.00011081737,0.0015277981,0.0000041505764,0.000023842153,0.0009095721],"genre_scores_gemma":[0.99795204,0.000067928544,0.00025347894,0.0011864982,0.000072335155,0.00003782284,0.000016204292,0.0000115577095,0.00040214093],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817276,0.000283371,0.0005140986,0.00034248515,0.000456218,0.00023108769],"domain_scores_gemma":[0.9990028,0.00029328553,0.00016363293,0.00038882674,0.00005536964,0.000096077616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013076335,0.00015407255,0.0005200635,0.00022665007,0.000038884576,0.0000050355575,0.00010795504,0.000081747276,0.000037197413],"category_scores_gemma":[0.0007019602,0.00010214677,0.000027160511,0.00057372026,0.00013934406,0.00010065491,0.000046313606,0.00044184015,0.0000076020506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047339232,0.00007403324,0.9746942,0.0002568859,0.000027308915,0.000012315851,0.021117771,0.000016196245,0.0008445026,0.0001680548,0.00020835418,0.002533062],"study_design_scores_gemma":[0.0019774132,0.000754393,0.9926686,0.0013939082,0.000017867596,0.000013807079,0.0016741956,0.00024711425,0.00018251153,0.0008611074,0.00012542715,0.00008362801],"about_ca_topic_score_codex":0.006637871,"about_ca_topic_score_gemma":0.002711305,"teacher_disagreement_score":0.019628523,"about_ca_system_score_codex":0.00010369798,"about_ca_system_score_gemma":0.000076052514,"threshold_uncertainty_score":0.999977},"labels":[],"label_agreement":null},{"id":"W2991137664","doi":"10.1186/s12877-019-1315-8","title":"Validation of the clinical frailty score (CFS) in French language","year":2019,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Rehabilitation; Physical therapy; Physical medicine and rehabilitation; Gerontology","score_opus":0.05404551640589491,"score_gpt":0.34079836114949696,"score_spread":0.2867528447436021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991137664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959839,0.00016068856,0.00009001302,0.00025112194,0.000818706,0.0005443801,0.00001095625,0.000022988126,0.0021172615],"genre_scores_gemma":[0.99582535,0.000020019434,0.0015376686,0.00012986978,0.0002134756,0.000005190172,0.000019762205,0.000014585465,0.0022341015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99877375,0.00010586235,0.000460785,0.00020213508,0.00030456187,0.00015288663],"domain_scores_gemma":[0.9988672,0.00025246915,0.00016466435,0.00059350027,0.000073141324,0.000048993174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004925435,0.000091365604,0.00025887252,0.0000796971,0.000011904083,0.000006770388,0.0001704701,0.00015025468,0.00024935624],"category_scores_gemma":[0.0009755474,0.00006457077,0.00012927479,0.000456151,0.0000390673,0.00004704881,0.00008390508,0.00024521264,0.00012804785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026223683,0.000113940994,0.99481654,0.00013407353,0.000006622276,0.0000023603243,0.000402186,0.0000330348,0.0012698831,0.000032645836,0.0015962127,0.0015662715],"study_design_scores_gemma":[0.0019332876,0.00010649262,0.9921902,0.00008370476,0.00003558786,0.00000667664,0.00013520598,0.00020728851,0.0043430105,0.00007385926,0.00080770504,0.000077020144],"about_ca_topic_score_codex":0.0002091708,"about_ca_topic_score_gemma":0.00012319881,"teacher_disagreement_score":0.0030731272,"about_ca_system_score_codex":0.000041857,"about_ca_system_score_gemma":0.00019041599,"threshold_uncertainty_score":0.2730276},"labels":[],"label_agreement":null},{"id":"W2991849154","doi":"10.5770/cgj.22.392","title":"Frailty Prevalence in the COMPASS-ND Study of Neurodegenerative Disorders","year":2019,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Western University; Centre Hospitalier de l’Université de Montréal; Dalhousie University; University of Alberta","funders":"","keywords":"Medicine; Cohort; Context (archaeology); Frailty Index; Gerontology; Cohort study; Internal medicine","score_opus":0.02240049004424345,"score_gpt":0.2714520610380155,"score_spread":0.24905157099377206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991849154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99178004,0.00038519118,0.0000146000175,0.003958934,0.0005467715,0.00081903156,0.000018657474,0.0000041287844,0.0024726386],"genre_scores_gemma":[0.99862313,0.00008096336,0.000079837235,0.00050788274,0.0001455487,0.000006937618,0.000002629268,0.000016001013,0.00053704006],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984573,0.00021376942,0.00038543742,0.0001879069,0.0004181181,0.00033745702],"domain_scores_gemma":[0.99891746,0.00012575602,0.00015508896,0.0003626178,0.0001400683,0.00029903295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005096348,0.00013537187,0.00026056374,0.0003893856,0.000087672444,0.000042832187,0.00034562158,0.00006035621,0.00025870572],"category_scores_gemma":[0.00020870441,0.00010039943,0.00006543678,0.00057987677,0.000040541923,0.00010086941,0.000017195449,0.00062964554,0.000021875716],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060292143,0.0003841071,0.969832,0.000090977475,0.0000542615,0.00020377665,0.014538147,0.0007940173,0.00014448928,0.000085204556,0.010871326,0.0029413998],"study_design_scores_gemma":[0.0035073832,0.0011174324,0.98126763,0.00005258849,0.00008301793,0.00029632455,0.0063480125,0.00038983033,0.000022637782,0.00011888864,0.0066325758,0.00016367297],"about_ca_topic_score_codex":0.009152559,"about_ca_topic_score_gemma":0.15670536,"teacher_disagreement_score":0.1475528,"about_ca_system_score_codex":0.00019444518,"about_ca_system_score_gemma":0.000719471,"threshold_uncertainty_score":0.9974456},"labels":[],"label_agreement":null},{"id":"W2992718621","doi":"10.2147/ijnrd.s228956","title":"&lt;p&gt;Frailty Screening in Chronic Kidney Disease: Current Perspectives&lt;/p&gt;","year":2019,"lang":"en","type":"review","venue":"International Journal of Nephrology and Renovascular Disease","topic":"Frailty in Older Adults","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Medicine; Kidney disease; Intensive care medicine; Nephrology; Dialysis; Sarcopenia; Population; Disease; Psychological intervention; Internal medicine; Gerontology","score_opus":0.037857914121340354,"score_gpt":0.3482826986326865,"score_spread":0.31042478451134614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2992718621","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00071984594,0.99388057,0.00038490226,0.0024623708,0.0014493248,0.00076405384,0.00023093488,0.000022784145,0.00008522739],"genre_scores_gemma":[0.0018002738,0.99426717,0.00016420837,0.00049244775,0.0023886538,0.00003395684,0.00040424435,0.00007935548,0.00036967278],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959633,0.00040018148,0.0013263338,0.00068581826,0.0011558642,0.00046853579],"domain_scores_gemma":[0.996436,0.00019997233,0.0009391395,0.00055707747,0.00070996524,0.0011578382],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00061897404,0.0006207253,0.0019188302,0.0012033252,0.000064314845,0.00006292771,0.0007125104,0.0003228421,0.00041700466],"category_scores_gemma":[0.0009010328,0.0004917536,0.0016308121,0.00028990422,0.00036623972,0.000262244,0.00028618352,0.0013683719,0.00006016083],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015285105,0.00096170965,0.0006248507,0.009283894,0.0065213065,0.005404824,0.00019084255,0.00007512867,0.000016928443,0.00107033,0.010214856,0.9641068],"study_design_scores_gemma":[0.004368901,0.00019389638,0.008914446,0.024401177,0.00413238,0.001066941,0.000008848886,0.0001729933,1.7010322e-7,0.00017208183,0.9561702,0.00039794017],"about_ca_topic_score_codex":0.000004085298,"about_ca_topic_score_gemma":0.000008029457,"teacher_disagreement_score":0.9637089,"about_ca_system_score_codex":0.0007422442,"about_ca_system_score_gemma":0.0037388497,"threshold_uncertainty_score":0.9997534},"labels":[],"label_agreement":null},{"id":"W2993492863","doi":"10.5770/cgj.22.387","title":"An Emerging Concern—High Rates of Frailty among Middle-aged and Older Individuals Living with HIV","year":2019,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Alberta Hip and Knee Clinic; University of Calgary","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); Gerontology; Frailty Index; Demography; Cross-sectional study; Family medicine","score_opus":0.023663601098554976,"score_gpt":0.26177321237564044,"score_spread":0.23810961127708546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993492863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99728286,0.0006584239,0.00015104626,0.00064275897,0.00032384758,0.00032833763,0.00004937529,0.000016912005,0.00054646144],"genre_scores_gemma":[0.99657875,0.00009507859,0.0018391932,0.0002994242,0.0003560977,0.0000030810315,0.00001704809,0.000051977044,0.0007593233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825287,0.00009635609,0.00043254805,0.00028064474,0.00039702796,0.0005405313],"domain_scores_gemma":[0.9977645,0.00015176892,0.00031569353,0.00032133498,0.00024936107,0.0011973247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005489509,0.0002243001,0.00044821826,0.0005909586,0.00017369338,0.00012799945,0.00019495032,0.00015670118,0.0008593089],"category_scores_gemma":[0.00018232902,0.00019522167,0.00005696152,0.00040475023,0.000104457205,0.0003696123,0.00002440622,0.00058880006,0.00001148087],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011012766,0.00002431603,0.99329567,0.00010883363,0.00011792333,0.000101003796,0.0030115247,0.0001285443,0.00042044467,0.000030486379,0.0014856858,0.0012645827],"study_design_scores_gemma":[0.0021049303,0.00032520667,0.99284,0.000703696,0.00014947374,0.00059937,0.0017394861,0.00031567234,0.0002760658,0.000036545604,0.0006377958,0.00027175221],"about_ca_topic_score_codex":0.009267302,"about_ca_topic_score_gemma":0.021759422,"teacher_disagreement_score":0.01249212,"about_ca_system_score_codex":0.00019938246,"about_ca_system_score_gemma":0.0009719969,"threshold_uncertainty_score":0.99733007},"labels":[],"label_agreement":null},{"id":"W2993594890","doi":"10.1038/s41375-019-0666-7","title":"An MDS-specific frailty index based on cumulative deficits adds independent prognostic information to clinical prognostic scoring","year":2019,"lang":"en","type":"article","venue":"Leukemia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Université Laval; Nova Scotia Health Authority; Royal Victoria Hospital; Royal Victoria Regional Health Centre; Vancouver General Hospital; Princess Margaret Cancer Centre; Dr. Georges-L.-Dumont University Hospital Centre; St. Paul's Hospital; Centre hospitalier de l'Université Laval; Alberta Hospital Edmonton; University of British Columbia; McGill University Health Centre; University of Ottawa; Queen Elizabeth II Health Sciences Centre; CancerCare Manitoba; University of Alberta Hospital; Health Sciences Centre; University Health Network; Juravinski Cancer Centre; Jewish General Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Multivariate analysis; Internal medicine; Multivariate statistics; International Prognostic Scoring System; Quality of life (healthcare); Prospective cohort study; Confidence interval; Myelodysplastic syndromes; Statistics","score_opus":0.04173860977919456,"score_gpt":0.33041990073038574,"score_spread":0.28868129095119116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993594890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865347,0.000017838729,0.0038496433,0.00040798786,0.0009316076,0.0030682583,0.000024232973,0.00029448105,0.0048712525],"genre_scores_gemma":[0.99488205,0.0000045104225,0.0016382942,0.0024449406,0.0003758827,0.00013737446,0.00022867614,0.00005534983,0.00023291004],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966002,0.00014843678,0.0009713162,0.00060808513,0.0010847485,0.0005872115],"domain_scores_gemma":[0.9971531,0.00071337365,0.00025294157,0.0009753113,0.00035911423,0.0005461657],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006397831,0.00037868283,0.00054933614,0.00040519427,0.00009000263,0.000112499474,0.0003077003,0.00037665313,0.00031863645],"category_scores_gemma":[0.001358739,0.00034513464,0.00014702449,0.0005565624,0.000052879743,0.0005924859,0.00008492717,0.00095594703,0.003091748],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010494281,0.00032827223,0.9375801,0.00019578045,0.000046458816,0.00004333383,0.00084463076,0.017109368,0.00020294,0.00022759459,0.0012738813,0.04109823],"study_design_scores_gemma":[0.00466897,0.0028457763,0.91947126,0.0010188742,0.000052889234,0.00001783353,0.00018354469,0.06597545,0.00046132703,0.000059775015,0.004843785,0.0004005346],"about_ca_topic_score_codex":0.000073595875,"about_ca_topic_score_gemma":0.000028327797,"teacher_disagreement_score":0.048866082,"about_ca_system_score_codex":0.0009266626,"about_ca_system_score_gemma":0.00066844263,"threshold_uncertainty_score":0.99990004},"labels":[],"label_agreement":null},{"id":"W2993682888","doi":"","title":"Impact of Frailty on Health Service Used: A Sample of Aksaray","year":2019,"lang":"en","type":"article","venue":"DSpace - Düzce (Duzce University)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nottingham Health Profile; Medicine; Scale (ratio); Gerontology; Quality of life (healthcare); Sample size determination; Nursing; Statistics; Alternative medicine","score_opus":0.032291974288244145,"score_gpt":0.2958683430011449,"score_spread":0.26357636871290074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993682888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98747474,0.000040575283,0.00031130164,0.0036686647,0.00011538521,0.00064339687,0.00029668037,0.00007744103,0.007371797],"genre_scores_gemma":[0.9913775,0.00005391897,0.0013237176,0.0003980206,0.000031373558,2.7549558e-7,0.00007681009,0.00003496143,0.0067034247],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984432,0.00009733139,0.00023476584,0.00037536427,0.00044748464,0.00040188068],"domain_scores_gemma":[0.99793094,0.00032897387,0.00033473558,0.0008291249,0.000290451,0.00028575762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015596092,0.00024078251,0.000667418,0.0005139584,0.000047461093,0.000004900661,0.0002958455,0.00014474995,0.000556498],"category_scores_gemma":[0.00012909895,0.00023515875,0.00025691607,0.0011161363,0.00008178648,0.00016873052,0.00010866502,0.0002927744,0.00014262089],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043843705,0.0026912037,0.9008103,0.0028045631,0.001321,0.00012818596,0.013592421,0.0029181023,0.03846555,0.0054870043,0.023391554,0.0040057404],"study_design_scores_gemma":[0.025274603,0.01610482,0.8043922,0.003467827,0.0004265829,0.00006700282,0.009810614,0.0016147855,0.012872436,0.00016470815,0.12452994,0.0012744784],"about_ca_topic_score_codex":0.011128318,"about_ca_topic_score_gemma":0.001092822,"teacher_disagreement_score":0.10113838,"about_ca_system_score_codex":0.0004614946,"about_ca_system_score_gemma":0.00059114944,"threshold_uncertainty_score":0.99545664},"labels":[],"label_agreement":null},{"id":"W2993778635","doi":"10.12927/hcq.2016.24702","title":"A “Simple” Evidence-Based Intervention to Improve Care Transitions for Frail Patients with Complex Health Conditions: Why Didn’t It Work as Expected?","year":2016,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University; NOSM University; Health Sciences North","funders":"","keywords":"Intervention (counseling); Simple (philosophy); Work (physics); Health care; Best practice; Nursing; Medicine; Psychology; Political science; Engineering","score_opus":0.04518659754961058,"score_gpt":0.3527069487326264,"score_spread":0.30752035118301585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993778635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4864583,0.00084350933,0.067923985,0.42859945,0.0006327914,0.011574415,0.0034088537,0.0005173695,0.000041320247],"genre_scores_gemma":[0.9733872,0.0000072320377,0.002677913,0.02014165,0.00022003689,0.0019397159,0.0014128459,0.000081304024,0.00013209289],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99679744,0.00024961264,0.0008268368,0.0007580542,0.00058517087,0.00078289874],"domain_scores_gemma":[0.99657136,0.00035961586,0.0002714032,0.00073069986,0.0012473271,0.0008196048],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018790932,0.0003646105,0.00059783744,0.00029802584,0.00035519947,0.000048216047,0.00016801833,0.00015091387,0.00033860444],"category_scores_gemma":[0.00015294894,0.00027395517,0.00024760154,0.00044224452,0.00010677958,0.00032035713,0.0000081498465,0.00016794844,0.00011366743],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009561469,0.0019826305,0.0473384,0.007803417,0.00031249944,0.00003154133,0.04479414,0.0000049477826,0.0011484076,0.00068084314,0.14506064,0.74128103],"study_design_scores_gemma":[0.04293644,0.14542818,0.6866202,0.04411343,0.0003201841,0.00003179628,0.030703656,0.00004159501,0.00041278757,0.0007543177,0.04698622,0.0016511875],"about_ca_topic_score_codex":0.0016341112,"about_ca_topic_score_gemma":0.005132746,"teacher_disagreement_score":0.73962986,"about_ca_system_score_codex":0.0009511442,"about_ca_system_score_gemma":0.0007716519,"threshold_uncertainty_score":0.9999713},"labels":[],"label_agreement":null},{"id":"W2994681509","doi":"10.1016/j.injury.2019.12.027","title":"Postoperative management considerations of the elderly patient undergoing orthopaedic surgery","year":2019,"lang":"en","type":"review","venue":"Injury","topic":"Frailty in Older Adults","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Medicine; Orthopedic surgery; General surgery; Surgery","score_opus":0.0529122400847583,"score_gpt":0.3262408933577557,"score_spread":0.2733286532729974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994681509","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020473685,0.98878264,0.00000975542,0.0006741389,0.0014217994,0.0026971605,0.00014073012,0.000043366428,0.006025657],"genre_scores_gemma":[0.0014014597,0.99472576,0.00022823672,0.0005311199,0.00008068528,0.00013091747,0.00009166267,0.000063602085,0.0027465418],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976666,0.00025909898,0.00095546385,0.0003847269,0.00047935412,0.00025475692],"domain_scores_gemma":[0.9972334,0.001071386,0.000502719,0.00095479033,0.00016198914,0.00007573977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001933463,0.0003601764,0.0014681722,0.00025282704,0.00009503617,0.000023300923,0.00012418217,0.00020899446,0.00027439123],"category_scores_gemma":[0.0003860669,0.00022826683,0.0009218201,0.00034203776,0.00012603312,0.000058282767,0.0001759848,0.0004547451,0.00016140538],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007700778,0.000093168936,0.000043796103,0.018067822,0.00054913113,0.000043182998,0.00013095111,7.968775e-7,5.5246403e-7,0.0005844167,0.03673396,0.94374454],"study_design_scores_gemma":[0.00018932718,0.00031534475,0.00004639624,0.05064232,0.0016569635,0.00015141227,0.00009003589,8.57489e-7,0.000011439837,0.00006409212,0.94658726,0.0002445516],"about_ca_topic_score_codex":0.000015335856,"about_ca_topic_score_gemma":0.000021628877,"teacher_disagreement_score":0.9435,"about_ca_system_score_codex":0.00019312982,"about_ca_system_score_gemma":0.0010563339,"threshold_uncertainty_score":0.93084514},"labels":[],"label_agreement":null},{"id":"W2994888914","doi":"10.1016/j.cjca.2019.11.037","title":"Cardiac Rehabilitation: Are We Missing an Important Means to Defrail and Reverse Adverse Consequences of Aging?","year":2019,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé; Jewish General Hospital","keywords":"Medicine; Scopus; Psychosocial; Rehabilitation; Psychological intervention; Adverse effect; Disease; Cardiovascular health; Cardiovascular event; Gerontology; Intervention (counseling); Physical therapy; MEDLINE; Internal medicine; Psychiatry","score_opus":0.023134640687695922,"score_gpt":0.2691995473968433,"score_spread":0.2460649067091474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994888914","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03008922,0.0045092544,0.00008393779,0.96026975,0.0027894117,0.00059237325,0.0004867185,0.000009273165,0.0011700517],"genre_scores_gemma":[0.39293203,0.001619133,0.014029144,0.5643821,0.023567028,0.000024670942,0.00027564415,0.0003144133,0.0028558827],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99738175,0.0004607356,0.00096374645,0.00037183324,0.00031906727,0.00050287356],"domain_scores_gemma":[0.9965531,0.00052750943,0.0007693883,0.00056124106,0.00082784006,0.0007608891],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008237181,0.00031702983,0.0017777571,0.0008086347,0.000063797794,0.000015877178,0.00024275387,0.00067660894,0.00004067733],"category_scores_gemma":[0.0013782148,0.0002924297,0.00042674562,0.00017892837,0.000740456,0.000120473196,0.00001739036,0.0013243023,0.000006154331],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037730886,0.0000010843885,0.09122454,0.0005008275,0.0004696448,0.00324247,0.0011702289,0.00010351782,0.00020895095,0.0000063800926,0.90208167,0.0009529316],"study_design_scores_gemma":[0.00066469825,0.0010728076,0.012731707,0.0017294019,0.0005993642,0.0030165312,0.0014684367,0.0000015641097,0.000036080863,0.00016309896,0.97824675,0.0002695793],"about_ca_topic_score_codex":0.0019808088,"about_ca_topic_score_gemma":0.0011794192,"teacher_disagreement_score":0.3958877,"about_ca_system_score_codex":0.00039099876,"about_ca_system_score_gemma":0.0037387775,"threshold_uncertainty_score":0.9999528},"labels":[],"label_agreement":null},{"id":"W2995321312","doi":"10.1519/jpt.0000000000000255","title":"Trajectories and Predictors of Functional Capacity Decline in Older Adults From a Brazilian Northeastern Hospital","year":2019,"lang":"en","type":"article","venue":"Journal of Geriatric Physical Therapy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Activities of daily living; Medicine; Geriatric Depression Scale; Gerontology; Depression (economics); Prospective cohort study; Multivariate analysis; Cognition; Generalized estimating equation; Cohort; Physical therapy; Depressive symptoms; Surgery; Psychiatry; Internal medicine","score_opus":0.008269797424826746,"score_gpt":0.23344611392524456,"score_spread":0.2251763165004178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995321312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976345,0.0005505926,0.00004098621,0.00068598223,0.0006899957,0.00031100796,0.000030071044,0.000008619404,0.00004828698],"genre_scores_gemma":[0.9981654,0.0002131325,0.00014820862,0.000092312825,0.0013131883,0.0000025128375,0.0000067515557,0.00001992681,0.00003854115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853855,0.00005598505,0.0005157098,0.00018514556,0.0005316438,0.0001729804],"domain_scores_gemma":[0.9988697,0.00022546753,0.00037161258,0.00017244482,0.00021458117,0.00014618527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001377472,0.00017576314,0.0006305021,0.00014580654,0.00001429112,0.000011166228,0.00010248089,0.00008210965,0.000090395246],"category_scores_gemma":[0.000062715,0.00012734452,0.00020349828,0.00026143165,0.000083744446,0.00021602756,0.000019133016,0.00034605444,0.0000048273105],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004303012,0.0022771608,0.9567344,0.00008344096,0.00031709753,0.000022691089,0.005432842,0.000029358802,0.014332143,0.000012401206,0.00017975843,0.016275682],"study_design_scores_gemma":[0.010701012,0.002539298,0.98347104,0.00023186443,0.000042477182,0.000028232002,0.00021434326,0.00017990473,0.001850869,0.00045453844,0.0001690261,0.00011741723],"about_ca_topic_score_codex":0.0001563306,"about_ca_topic_score_gemma":0.000019666308,"teacher_disagreement_score":0.026736606,"about_ca_system_score_codex":0.000049528935,"about_ca_system_score_gemma":0.00010343352,"threshold_uncertainty_score":0.51929593},"labels":[],"label_agreement":null},{"id":"W2995337959","doi":"10.2147/cia.s234597","title":"&lt;p&gt;Frailty in Older Patients with Acute Coronary Syndrome in Vietnam&lt;/p&gt;","year":2019,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Conventional PCI; Acute coronary syndrome; Percutaneous coronary intervention; Internal medicine; Stroke (engine); Frailty syndrome; Heart failure; Kidney disease; Logistic regression; Population; Myocardial infarction; Frailty Index","score_opus":0.04942556334632344,"score_gpt":0.3753724221680263,"score_spread":0.3259468588217029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995337959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940875,0.0003091866,0.00014058218,0.0013153547,0.00091615017,0.0013624204,0.000028205253,0.00007492508,0.0017656387],"genre_scores_gemma":[0.992783,0.00006654672,0.001155906,0.00047620526,0.00003551003,0.0001039254,0.00016829374,0.000061155835,0.005149454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959251,0.00028241536,0.0019767683,0.0007983526,0.00042380247,0.00059355155],"domain_scores_gemma":[0.99814934,0.00044056133,0.000287569,0.0008095952,0.00012487346,0.00018805258],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011061312,0.00031661676,0.0009153262,0.0005967629,0.000033113316,0.00003270951,0.00036323056,0.0002748205,0.0010124763],"category_scores_gemma":[0.0004909566,0.00028758016,0.00043920355,0.0008069735,0.00020634,0.0003314066,0.00028790106,0.0011315043,0.00048350336],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024569858,0.0030491408,0.98608845,0.00027985548,0.00012468323,0.0007110037,0.0002160859,0.00004134032,0.000032258213,0.00011816134,0.0006488402,0.0084445],"study_design_scores_gemma":[0.012180143,0.0010893199,0.9748519,0.009833757,0.000081121965,0.00009085549,0.000067680994,0.0006393692,0.0000054573843,0.00015303625,0.0007050789,0.0003022529],"about_ca_topic_score_codex":0.00003124646,"about_ca_topic_score_gemma":0.00095829787,"teacher_disagreement_score":0.011934445,"about_ca_system_score_codex":0.00031910837,"about_ca_system_score_gemma":0.00009701387,"threshold_uncertainty_score":0.9999576},"labels":[],"label_agreement":null},{"id":"W2995593738","doi":"10.14283/jfa.2019.43","title":"Moving Towards Common Data Elements and Core Outcome Measures in Frailty Research","year":2020,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"International Federation on Ageing; University of Toronto; Dalhousie University; University of Waterloo; University of Alberta; Indoc Research; Ottawa Hospital; Kingston General Hospital; Research Institute for Aging; McGill University; Queen's University","funders":"Canadian Frailty Network; Government of Canada","keywords":"Conceptualization; Gerontology; Medicine; Computer science; Artificial intelligence","score_opus":0.5135187113229721,"score_gpt":0.4801126207801166,"score_spread":0.03340609054285554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2995593738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9520602,0.002296541,0.00033879507,0.043952424,0.00015295103,0.00033728298,0.000023643423,0.00002228128,0.00081588374],"genre_scores_gemma":[0.9955594,0.00036949193,0.0014579555,0.0019983875,0.00044096517,0.0000013120464,0.000010134943,0.000034757162,0.00012762197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99642277,0.00039268233,0.0010039364,0.00025474772,0.0014383559,0.00048753942],"domain_scores_gemma":[0.99780905,0.0005265671,0.0003257842,0.0007169303,0.0002924842,0.00032919375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005603318,0.00019691049,0.00057969167,0.00023219307,0.00017477565,0.000067887304,0.0010402626,0.00008197334,0.0000767032],"category_scores_gemma":[0.002628792,0.00013444808,0.000061438695,0.0005073673,0.00021076624,0.0003993275,0.00084488303,0.0019199882,0.000012434439],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082290877,0.00015904791,0.76612663,0.00033058127,0.00026805853,0.0006333151,0.013611173,0.00008011984,0.021996027,0.00004067292,0.017295666,0.17863576],"study_design_scores_gemma":[0.0076989876,0.0010083553,0.9445462,0.0018974917,0.00031960531,0.0009996572,0.006199845,0.008925196,0.0018024852,0.0008044497,0.025412094,0.0003856096],"about_ca_topic_score_codex":0.00054765085,"about_ca_topic_score_gemma":0.00026083374,"teacher_disagreement_score":0.17841956,"about_ca_system_score_codex":0.0001450389,"about_ca_system_score_gemma":0.00021229261,"threshold_uncertainty_score":0.83415},"labels":[],"label_agreement":null},{"id":"W2996230419","doi":"10.1111/acem.13907","title":"Inter‐rater Agreement Between Self‐rated and Staff‐rated Clinical Frailty Scale Scores in Older Emergency Department Patients: A Prospective Observational Study","year":2019,"lang":"en","type":"letter","venue":"Academic Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute; Sinai Health System; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Emergency department; Observational study; Scale (ratio); Inter-rater reliability; Prospective cohort study; Emergency medicine; Rating scale; Psychiatry; Internal medicine; Statistics","score_opus":0.11769225222879423,"score_gpt":0.40355811391197693,"score_spread":0.28586586168318273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996230419","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8618723,0.0016529256,0.000024663603,0.120992415,0.0048643714,0.009548281,0.00027192585,0.0001961985,0.0005769079],"genre_scores_gemma":[0.8832232,0.009475042,0.00023619979,0.057684913,0.016060367,0.0019027077,0.013597269,0.0005093436,0.017311007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9870963,0.00088949275,0.005885974,0.002433857,0.0023693019,0.0013250854],"domain_scores_gemma":[0.9951076,0.00040487768,0.0015407181,0.0012689359,0.0012598775,0.00041798595],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0018688528,0.0014170513,0.0027436805,0.00079110137,0.00013736339,0.0000043404166,0.0007383863,0.0022048072,0.004762541],"category_scores_gemma":[0.001365777,0.0011255539,0.00027156965,0.001294672,0.00031705922,0.00035436946,0.00050707883,0.007455035,0.00025281776],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013385512,0.0007475741,0.54393154,0.0004019692,0.0008356262,0.000051709176,0.0018535769,4.7119192e-7,0.000013056559,7.0602175e-7,0.45173445,0.00029543758],"study_design_scores_gemma":[0.011590598,0.0054140086,0.91797113,0.0019069528,0.0016073447,0.0000067144774,0.0004914788,0.000065762535,0.000021574338,0.0001461339,0.059831172,0.0009471351],"about_ca_topic_score_codex":0.00045738323,"about_ca_topic_score_gemma":0.00018284454,"teacher_disagreement_score":0.39190328,"about_ca_system_score_codex":0.00071610376,"about_ca_system_score_gemma":0.00037619486,"threshold_uncertainty_score":0.99985796},"labels":[],"label_agreement":null},{"id":"W2996305950","doi":"10.1002/clc.23311","title":"The importance of physical function as a clinical outcome: Assessment and enhancement","year":2019,"lang":"en","type":"review","venue":"Clinical Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institute on Aging","keywords":"Medicine; Cardiorespiratory fitness; Context (archaeology); Gerontology; Quality of life (healthcare); Psychological intervention; Balance (ability); Disease; Physical therapy; Physical medicine and rehabilitation; Psychiatry","score_opus":0.2284816572097237,"score_gpt":0.549921214715294,"score_spread":0.3214395575055703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996305950","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015247763,0.98786753,0.0001850116,0.00050041545,0.0036514956,0.00201712,0.000023122435,0.00003413336,0.0041964147],"genre_scores_gemma":[0.0023128146,0.9928847,0.0001207183,0.0005392542,0.0022716138,0.00014959376,0.000101909514,0.000050557435,0.0015688691],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932552,0.0015147774,0.0035035003,0.000956869,0.00036528014,0.00040438984],"domain_scores_gemma":[0.98717916,0.009637471,0.0013121663,0.0014413889,0.00019347142,0.00023632463],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0039704144,0.0004425977,0.0064679855,0.00005005648,0.000062006664,0.000011419843,0.00029172667,0.0009264578,0.000030525636],"category_scores_gemma":[0.0029815452,0.0002505981,0.0024781076,0.00013706429,0.0010577721,0.000025486921,0.00034929725,0.001983491,0.00022054998],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011072408,0.00016816142,0.07598447,0.0037252621,0.001596718,0.00003521968,0.0000035212738,1.0656824e-7,9.087619e-8,0.00071403314,0.0037851185,0.9138766],"study_design_scores_gemma":[0.0012709597,0.004185299,0.02983065,0.0015764256,0.00483602,0.00013578567,0.000012977962,0.000011947128,3.2588765e-8,0.00019421914,0.95773077,0.00021493748],"about_ca_topic_score_codex":0.0000024639198,"about_ca_topic_score_gemma":0.0000022927857,"teacher_disagreement_score":0.95394564,"about_ca_system_score_codex":0.00010475102,"about_ca_system_score_gemma":0.000835856,"threshold_uncertainty_score":0.99999464},"labels":[],"label_agreement":null},{"id":"W2996433737","doi":"10.1177/0733464819894926","title":"Frailty Is Associated With Early Hospital Readmission in Older Medical Patients","year":2019,"lang":"en","type":"article","venue":"Journal of Applied Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Comorbidity; Odds ratio; Frailty Index; Odds; Confidence interval; Retrospective cohort study; Emergency medicine; Gerontology; Internal medicine; Logistic regression","score_opus":0.011872754657974924,"score_gpt":0.2678696552125915,"score_spread":0.25599690055461655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996433737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882753,0.000046106725,0.00003190337,0.0030412464,0.00034856028,0.00038979016,0.0000025902489,0.000014221706,0.007850321],"genre_scores_gemma":[0.99769044,0.000012041697,0.00035162346,0.0011355531,0.00009448016,0.0000044412996,0.0000099208955,0.000026622,0.0006748846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978181,0.000040412997,0.00065290177,0.0002279983,0.0008978144,0.0003627755],"domain_scores_gemma":[0.9985403,0.00015346846,0.0004940432,0.00022226982,0.0002569893,0.00033296205],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033681508,0.00018526218,0.00071359804,0.0001871496,0.000019398094,0.000008416346,0.00019468901,0.00041098695,0.0012526839],"category_scores_gemma":[0.00028726985,0.00013015512,0.00008247085,0.00016989635,0.00008449782,0.00009551353,0.000042283307,0.00080839224,0.00007166572],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002666789,0.0023711645,0.9535311,0.00006074702,0.00035536702,0.0006399932,0.0050409385,0.0000037991408,0.0003055909,0.00013530135,0.01507442,0.0198148],"study_design_scores_gemma":[0.015983406,0.0032772778,0.9779989,0.00048116044,0.00006765618,0.00011638996,0.0001995411,0.0000367217,0.00039007908,0.00017658844,0.0011007732,0.00017149035],"about_ca_topic_score_codex":0.00002559468,"about_ca_topic_score_gemma":0.0000479008,"teacher_disagreement_score":0.024467826,"about_ca_system_score_codex":0.00021969913,"about_ca_system_score_gemma":0.00029865332,"threshold_uncertainty_score":0.9996603},"labels":[],"label_agreement":null},{"id":"W2996528948","doi":"10.1016/s2468-2667(19)30244-0","title":"Addressing social inequalities for longevity and living in good health","year":2019,"lang":"en","type":"letter","venue":"The Lancet Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Life expectancy; Gerontology; Public health; Social inequality; Scopus; Inequality; Social determinants of health; Medicine; Population; Demography; Cohort study; Life course approach; Psychology; MEDLINE; Sociology; Political science","score_opus":0.33933675016039794,"score_gpt":0.42370353221686635,"score_spread":0.08436678205646841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996528948","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027010178,0.002567967,0.00019052062,0.9904678,0.0005312495,0.0020242624,0.0003272493,0.0001242532,0.0010657116],"genre_scores_gemma":[0.017635303,0.0006136856,0.0004767657,0.96333534,0.013884889,0.00014678971,0.0005425565,0.00009911402,0.003265556],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99560666,0.0010076168,0.00075974513,0.0005316689,0.0005151736,0.0015791184],"domain_scores_gemma":[0.99691343,0.001594643,0.0006000141,0.0006395808,0.00010255713,0.00014978649],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0054483665,0.00035351972,0.0017447077,0.00023396859,0.00032335505,0.00015446231,0.00032378017,0.00046877656,0.000033786273],"category_scores_gemma":[0.0010072081,0.00026420827,0.00010743758,0.00023253274,0.00016392505,0.00015425887,0.00015388687,0.0025287992,0.000009993084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001840908,0.000036706686,0.0038415494,0.008754133,0.00004425494,0.0000057906645,0.008705074,1.2178798e-7,2.1632414e-7,0.000331977,0.9511781,0.027083686],"study_design_scores_gemma":[0.0016594041,0.0003171848,0.030095575,0.002183549,0.000012195394,0.00004942689,0.0005517548,0.0000911433,1.6633574e-7,0.00020293298,0.9645874,0.00024925164],"about_ca_topic_score_codex":0.0016044115,"about_ca_topic_score_gemma":0.0008393079,"teacher_disagreement_score":0.02713243,"about_ca_system_score_codex":0.0007878312,"about_ca_system_score_gemma":0.0028021354,"threshold_uncertainty_score":0.999981},"labels":[],"label_agreement":null},{"id":"W2996624608","doi":"10.2147/cia.s225149","title":"&lt;p&gt;Identification of Frailty and Its Risk Factors in Elderly Hospitalized Patients from Different Wards: A Cross-Sectional Study in China&lt;/p&gt;","year":2019,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Wannan Medical College; Chinese Academy of Medical Sciences; Tsinghua University","keywords":"Medicine; Frailty Index; Internal medicine; Logistic regression; Odds ratio; Cross-sectional study; Multivariate analysis; Emergency medicine; Pathology","score_opus":0.06891599029529161,"score_gpt":0.40735798535067463,"score_spread":0.338441995055383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996624608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996705,0.00022304704,0.00007851939,0.00006400416,0.0011453356,0.0015448027,0.00015039388,0.00003501146,0.00005386985],"genre_scores_gemma":[0.9991054,0.00007793288,0.00005323562,0.000009778601,0.000044255878,0.00007692013,0.0001985223,0.000028825203,0.00040514112],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952379,0.00049149623,0.0027969193,0.0007481657,0.0004419022,0.00028365702],"domain_scores_gemma":[0.9979589,0.00063265476,0.00064608495,0.0004980723,0.00015182554,0.000112438436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001263233,0.00025218117,0.0007697564,0.00049897825,0.00004360084,0.000058317855,0.00023745748,0.00022171627,0.0002658377],"category_scores_gemma":[0.002536344,0.0002317974,0.00038928306,0.00035493553,0.00011787198,0.00025566074,0.00021127985,0.0007296414,0.000028236864],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015973521,0.0055848705,0.99057835,0.00013339394,0.000108604814,0.0000059127738,0.001359181,0.000040487557,0.0002434915,0.000017404267,0.00001575866,0.001752788],"study_design_scores_gemma":[0.010216321,0.0010397194,0.984811,0.0012708005,0.000059848855,5.1797684e-7,0.00018290832,0.0017197891,0.000110382985,0.000390774,0.000010934627,0.00018701765],"about_ca_topic_score_codex":0.0005246219,"about_ca_topic_score_gemma":0.0017017458,"teacher_disagreement_score":0.010056586,"about_ca_system_score_codex":0.00021753689,"about_ca_system_score_gemma":0.000032420376,"threshold_uncertainty_score":0.9452424},"labels":[],"label_agreement":null},{"id":"W2998559091","doi":"10.1016/j.apmr.2019.11.013","title":"Physical Function and Frailty for Predicting Adverse Outcomes in Older Primary Care Patients","year":2019,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Impact; University of Waterloo; McMaster University","funders":"National Institute on Aging; National Center for Research Resources; Harvard Catalyst","keywords":"Medicine; Logistic regression; Emergency department; Independent living; Gerontology; Physical therapy; Internal medicine; Psychiatry","score_opus":0.0075325620462810446,"score_gpt":0.2719692469062434,"score_spread":0.26443668485996236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998559091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99665886,0.000060251652,0.000071352784,0.0009781836,0.00008446865,0.0012731329,0.00001471526,0.000018417953,0.0008406154],"genre_scores_gemma":[0.9986112,0.000004472114,0.00091540895,0.00011284574,0.00012781494,0.000046611614,0.000105866275,0.00001411131,0.00006164914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990836,0.000040898845,0.00023809331,0.00028596297,0.00021154467,0.00013993421],"domain_scores_gemma":[0.9966815,0.002939023,0.00008485971,0.0001502216,0.00006790067,0.00007647738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000054133856,0.0001333593,0.0004420216,0.00014579743,0.000026054511,0.000001469955,0.000028982759,0.00003382321,0.000001990931],"category_scores_gemma":[0.00063071365,0.00009436417,0.000088431116,0.00007970484,0.00028416392,0.000113156486,0.000032431846,0.00012807979,8.293067e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048460616,0.00051027304,0.89613175,0.002701365,0.000034316217,1.6656469e-7,0.0319051,0.00000895985,0.008770895,0.00046608236,0.000022252245,0.058964204],"study_design_scores_gemma":[0.0074895336,0.006656959,0.97581035,0.0011321319,0.000093483264,2.837204e-7,0.0037238367,0.0018592599,0.00007778115,0.003033091,0.000040876716,0.00008243276],"about_ca_topic_score_codex":0.00003647683,"about_ca_topic_score_gemma":0.000006178253,"teacher_disagreement_score":0.07967855,"about_ca_system_score_codex":0.000020179496,"about_ca_system_score_gemma":0.000019955012,"threshold_uncertainty_score":0.38480592},"labels":[],"label_agreement":null},{"id":"W2998564036","doi":"10.1503/cmaj.190952","title":"Complementing chronic frailty assessment at hospital admission with an electronic frailty index (FI-Laboratory) comprising routine blood test results","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Wellcome Trust","keywords":"Medicine; Hazard ratio; Confidence interval; Prospective cohort study; Cohort; Cohort study; Acute care; Emergency medicine; Frailty Index; Hospital admission; Internal medicine; Health care","score_opus":0.01287158194330285,"score_gpt":0.2759579008693192,"score_spread":0.26308631892601636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998564036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8128302,0.0002505526,0.00064654456,0.18370245,0.00034512597,0.0005892617,0.0002975222,0.00013142293,0.0012068956],"genre_scores_gemma":[0.9871024,0.000059039015,0.00080615317,0.008545015,0.002856183,0.000009164848,0.0003105832,0.000068622954,0.0002428477],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99398917,0.00027392036,0.0010208552,0.0005590575,0.0027923342,0.0013646539],"domain_scores_gemma":[0.99267185,0.00029752392,0.0007581414,0.00028771465,0.00087613723,0.0051086512],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016086173,0.00036493156,0.0005896218,0.00014705323,0.00076016336,0.00018743612,0.00037365127,0.0004506433,0.0028318837],"category_scores_gemma":[0.0037006163,0.00032430264,0.00011618575,0.00066245004,0.00008168102,0.00033010138,0.00007047118,0.0027442118,0.00006150917],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00024985103,0.00062526966,0.883851,0.000106762374,0.0009031484,0.0025161537,0.0016866669,0.00006678799,0.0013288101,0.00006490352,0.09511781,0.01348286],"study_design_scores_gemma":[0.030312674,0.007960896,0.5773184,0.0011068077,0.0005044444,0.0007301557,0.0011076786,0.020817313,0.00066203385,0.000028617094,0.35842833,0.0010226882],"about_ca_topic_score_codex":0.0010059916,"about_ca_topic_score_gemma":0.03015551,"teacher_disagreement_score":0.30653262,"about_ca_system_score_codex":0.0060870876,"about_ca_system_score_gemma":0.013566961,"threshold_uncertainty_score":0.9999209},"labels":[],"label_agreement":null},{"id":"W2998714532","doi":"10.1212/wnl.0000000000008881","title":"Imaging markers of small vessel disease and brain frailty, and outcomes in acute stroke","year":2019,"lang":"en","type":"article","venue":"Neurology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Bupa Foundation; Horizon 2020 Framework Programme; British Heart Foundation; Medical Research Council; National Institute for Health and Care Research","keywords":"Leukoaraiosis; Medicine; Lacunar stroke; Internal medicine; Stroke (engine); Cardiology; Odds ratio; Confidence interval; Montreal Cognitive Assessment; Magnetic resonance imaging; Modified Rankin Scale; Dementia; Disease; Radiology; Ischemic stroke; Ischemia","score_opus":0.01052152427737652,"score_gpt":0.26230330918279077,"score_spread":0.25178178490541425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998714532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9678898,0.00017962215,0.000007862377,0.030971147,0.00012996396,0.0002853538,0.000023639543,0.000018602792,0.0004940514],"genre_scores_gemma":[0.99309796,0.000051323277,0.00013182065,0.00597624,0.000012738846,0.000006010102,0.000006119374,0.000016493,0.0007012842],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921304,0.000059930266,0.0001754182,0.00026984137,0.00008213076,0.00019963198],"domain_scores_gemma":[0.99929684,0.00028540177,0.000048933358,0.00023098012,0.000018561583,0.00011926339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008886006,0.00011092212,0.00030066955,0.00013042215,0.000009142836,0.000004709062,0.0000571226,0.000051275543,0.000041020485],"category_scores_gemma":[0.00015949259,0.00010053383,0.000028213333,0.000048614645,0.00012847978,0.00004319528,0.000097401105,0.00020083162,0.000005926738],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087845215,0.000044102904,0.99045044,0.00008460803,0.000035047535,0.00019191795,0.000088880144,0.0000018755051,0.0048740143,0.000046606012,0.00029867847,0.0030053577],"study_design_scores_gemma":[0.0027948485,0.00045783175,0.99447364,0.00001704812,0.000051228122,0.000067162044,0.000010361005,0.0009302176,0.00006142711,0.00012808562,0.0009414178,0.00006676582],"about_ca_topic_score_codex":0.000092611335,"about_ca_topic_score_gemma":0.00004732485,"teacher_disagreement_score":0.025208214,"about_ca_system_score_codex":0.000004872266,"about_ca_system_score_gemma":0.000028867013,"threshold_uncertainty_score":0.40996504},"labels":[],"label_agreement":null},{"id":"W2998721977","doi":"10.1182/blood-2019-126071","title":"Pilot Study on Frailty and Functionality on Routine Clinical Assessment in Allogeneichematopoietic Cell Transplantation to Predict Outcomes","year":2019,"lang":"en","type":"article","venue":"Blood","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Transplantation; Activities of daily living; Physical therapy; Test (biology); Internal medicine","score_opus":0.05941892035920098,"score_gpt":0.3633268309872777,"score_spread":0.3039079106280767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998721977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938884,0.000010789463,0.000039492195,0.0013862988,0.00027158437,0.001615958,0.000025785077,0.000049391332,0.0027123068],"genre_scores_gemma":[0.9976344,0.000010142709,0.00034616527,0.0011423738,0.00006771183,0.00006093219,0.00003873244,0.000019681049,0.0006798717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982442,0.00015114214,0.0004851486,0.00046899397,0.0004588705,0.00019161559],"domain_scores_gemma":[0.99894655,0.00042094936,0.000064598215,0.00037631384,0.00004018596,0.00015141179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006358127,0.0001784293,0.00040227323,0.00009537638,0.000023878103,0.00001207949,0.00007018235,0.00005303467,0.000091600414],"category_scores_gemma":[0.000093639945,0.00014411767,0.00004962928,0.000110411056,0.000019641257,0.00003242089,0.00002362937,0.00033687658,0.00010984758],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005533469,0.01132696,0.9863447,0.00009877873,0.00008704538,0.000041721312,0.00028236193,0.000021903026,0.00094360556,0.00003590745,0.00010127021,0.00016242402],"study_design_scores_gemma":[0.017013062,0.015399297,0.96611965,0.00012107565,0.00018980927,0.000011028328,0.00018041203,0.000017209804,0.00076511694,0.000020021902,0.000037131536,0.0001261975],"about_ca_topic_score_codex":0.00007134027,"about_ca_topic_score_gemma":0.00012000295,"teacher_disagreement_score":0.020225037,"about_ca_system_score_codex":0.00004027785,"about_ca_system_score_gemma":0.00006481677,"threshold_uncertainty_score":0.5876948},"labels":[],"label_agreement":null},{"id":"W2998766005","doi":"10.1002/jso.25840","title":"Preoperative frailty predicts adverse short‐term postoperative outcomes in patients treated with radical nephroureterectomy","year":2020,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Juravinski Cancer Centre; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Poisson regression; Comorbidity; Frailty Index; Charlson comorbidity index; Logistic regression; Internal medicine; Surgery; Population","score_opus":0.02898720884561111,"score_gpt":0.30857382802734074,"score_spread":0.2795866191817296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998766005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97957176,0.000047594425,0.000021769063,0.016586253,0.000124249,0.00062609656,0.000020470316,0.00002430699,0.0029775186],"genre_scores_gemma":[0.99642944,0.000071947696,0.0009109761,0.002167733,0.00019860397,0.000010612962,0.000022473507,0.000028087583,0.0001601351],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99741364,0.0003671816,0.00094815117,0.00029681448,0.00060245785,0.00037173837],"domain_scores_gemma":[0.9980405,0.00041288853,0.00027175198,0.00013817729,0.00046983678,0.00066686806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020864373,0.0002965754,0.0013256252,0.0001660616,0.000042128468,0.000011969919,0.00017990771,0.0002956025,0.00045277257],"category_scores_gemma":[0.00026448595,0.00017978766,0.00020333721,0.00032654416,0.00029825405,0.0002827466,0.000063265674,0.0011187581,0.000019563407],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0114644095,0.0014664471,0.9695579,0.000023514294,0.0004122655,0.007862116,0.0023957111,0.000045051747,0.0001385976,0.000012038516,0.0014543833,0.0051675704],"study_design_scores_gemma":[0.029735783,0.029835537,0.911113,0.00021100581,0.00022970194,0.0009377609,0.00024177322,0.00014563106,0.00042394802,0.0000028259933,0.026896466,0.00022655507],"about_ca_topic_score_codex":0.000011831671,"about_ca_topic_score_gemma":0.000023483015,"teacher_disagreement_score":0.058444884,"about_ca_system_score_codex":0.00044571553,"about_ca_system_score_gemma":0.00049937546,"threshold_uncertainty_score":0.7331528},"labels":[],"label_agreement":null},{"id":"W2999044169","doi":"10.1101/2020.01.07.20016816","title":"Informative Frailty Indices from Binarized Biomarkers","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Quantile; Robustness (evolution); National Health and Nutrition Examination Survey; Health data; Biomarker; Computer science; Data mining; Construct (python library); Statistics; Cohort; Medicine; Artificial intelligence; Econometrics; Mathematics; Environmental health; Population; Health care","score_opus":0.051448935111872846,"score_gpt":0.30810740515133683,"score_spread":0.25665847003946396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999044169","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9652092,0.00065790454,0.00062570744,0.013694188,0.0016065111,0.0013046055,0.000574089,0.00055083813,0.015776956],"genre_scores_gemma":[0.9870776,0.00020195458,0.0072616464,0.0023970169,0.00059409987,0.00013894415,0.001754438,0.00008624679,0.0004880462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99715436,0.0001210003,0.0007809629,0.00074195344,0.0007868883,0.0004148619],"domain_scores_gemma":[0.9975315,0.00028720917,0.00051842205,0.0010343435,0.00016306044,0.00046550765],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023930431,0.00056542264,0.0010431609,0.00027548883,0.00007446405,0.00008597105,0.0005937446,0.0006611871,0.0011091342],"category_scores_gemma":[0.0009702259,0.00049690326,0.00034928138,0.00033356188,0.00023565807,0.00014435372,0.0011112664,0.0016103748,0.0011307353],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005877883,0.00094159046,0.6896769,0.005898913,0.013722404,0.002438242,0.066171795,0.000041886866,0.029965915,0.00020544,0.12897226,0.05608678],"study_design_scores_gemma":[0.008661804,0.0007211042,0.867903,0.0035444035,0.0013055493,0.00003736301,0.0016833385,0.0039234064,0.017254127,0.0051395576,0.088208705,0.0016176588],"about_ca_topic_score_codex":0.00085238006,"about_ca_topic_score_gemma":0.000034149693,"teacher_disagreement_score":0.17822608,"about_ca_system_score_codex":0.00016648353,"about_ca_system_score_gemma":0.0004529679,"threshold_uncertainty_score":0.99980396},"labels":[],"label_agreement":null},{"id":"W2999183227","doi":"10.1007/s40471-020-00226-5","title":"Frailty and Unintended Risks of Medications","year":2020,"lang":"en","type":"article","venue":"Current Epidemiology Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Calgary","funders":"","keywords":"Polypharmacy; Medicine; Narrative review; Pharmacotherapy; Gerontology; Casual; Affect (linguistics); Older people; Adverse effect; MEDLINE; Intensive care medicine; Psychiatry; Psychology; Pharmacology","score_opus":0.33529091238997505,"score_gpt":0.46047294898121827,"score_spread":0.12518203659124322,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999183227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8088126,0.022769356,0.0117009645,0.1487532,0.0018023172,0.0011947236,0.000035129364,0.00030633883,0.004625347],"genre_scores_gemma":[0.99590945,0.0006977503,0.0017183371,0.0012912395,0.00018577368,0.000022725733,0.00009618939,0.000012793449,0.00006576304],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981263,0.00016059764,0.0009507028,0.00041761895,0.00011563996,0.0002290853],"domain_scores_gemma":[0.99800074,0.0005359662,0.00053202495,0.00040229582,0.00014586968,0.00038310184],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007288044,0.00013790923,0.00069222786,0.000054712993,0.000034499368,9.1845646e-7,0.00005781552,0.00013196854,0.00015355826],"category_scores_gemma":[0.013566036,0.00011332365,0.000096015654,0.00014863652,0.0005988393,0.00003469161,0.00008408753,0.00037153534,0.000011168963],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031647698,0.00008996715,0.9352307,0.00025014795,0.000115363175,0.00008947181,0.00038879403,0.000008299884,0.0004916949,0.0009768499,0.03637678,0.02595031],"study_design_scores_gemma":[0.0009603879,0.0003899603,0.8803483,0.00033473008,0.00034111636,0.0017823165,0.00011772491,0.0017055054,0.00069814175,0.0076160836,0.10547875,0.00022694957],"about_ca_topic_score_codex":0.00004559337,"about_ca_topic_score_gemma":0.0000022508898,"teacher_disagreement_score":0.1870968,"about_ca_system_score_codex":0.000017606524,"about_ca_system_score_gemma":0.000120116725,"threshold_uncertainty_score":0.9947431},"labels":[],"label_agreement":null},{"id":"W2999278155","doi":"10.1093/ehjci/ehz872.045","title":"P100 Prospective mid-term assessment of frailty in patients implanted with left ventricular assist devices- any reversibility within different domains?","year":2020,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Population; Mood; Sarcopenia; Ventricular assist device; Internal medicine; Depression (economics); Transplantation; Anxiety; Cardiology; Physical therapy; Psychiatry","score_opus":0.03030730598015455,"score_gpt":0.29823759911288794,"score_spread":0.26793029313273337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999278155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964685,0.00005287484,0.00026191986,0.0011266303,0.0001752869,0.00068413594,0.000030446085,0.000034202156,0.0011660167],"genre_scores_gemma":[0.99747336,0.0000043540067,0.00168285,0.00054949557,0.0001707195,0.0000016048286,0.000029907447,0.00004478503,0.000042948363],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99709624,0.0005874813,0.00070868724,0.00041862964,0.0008292125,0.00035976755],"domain_scores_gemma":[0.998499,0.000065993954,0.00039607822,0.0003196457,0.00026870708,0.00045057596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005806927,0.0002765817,0.00060255395,0.00012943009,0.00010697446,0.00004803347,0.00019169554,0.00004636919,0.0001603875],"category_scores_gemma":[0.00020576123,0.00019678255,0.0001501061,0.00027332013,0.00010032747,0.00016398438,0.00010919991,0.00094612915,0.000017481463],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006174345,0.0006787308,0.9950551,0.00016260783,0.00014975197,0.0010884638,0.0009160405,0.000025750769,0.0004961474,0.0000028328918,0.00065222924,0.00015491716],"study_design_scores_gemma":[0.007535963,0.0019157134,0.9872177,0.0008417195,0.00010756096,0.0006183811,0.000153876,0.0000834537,0.0010933632,0.0000046284736,0.00023282912,0.00019477292],"about_ca_topic_score_codex":0.000008750862,"about_ca_topic_score_gemma":0.000032263306,"teacher_disagreement_score":0.007837354,"about_ca_system_score_codex":0.00031297485,"about_ca_system_score_gemma":0.00018965725,"threshold_uncertainty_score":0.80245596},"labels":[],"label_agreement":null},{"id":"W2999404276","doi":"10.1097/ta.0000000000002583","title":"The impact of frailty on posttraumatic outcomes in older trauma patients: A systematic review and meta-analysis","year":2020,"lang":"en","type":"review","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prospective cohort study; Meta-analysis; Odds ratio; Confidence interval; Cohort study; Population; Retrospective cohort study; Systematic review; MEDLINE; Internal medicine; Emergency medicine","score_opus":0.074798124489029,"score_gpt":0.41799039304801944,"score_spread":0.34319226855899043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999404276","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014545051,0.99482805,0.0000137115785,0.0010723076,0.000080493664,0.0022488297,0.0002012687,0.000010584211,0.000090246],"genre_scores_gemma":[0.13173571,0.86778617,0.000011936368,0.00029015943,0.000041902138,0.000053531898,0.000014089209,0.000041459018,0.000025024643],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99441606,0.0015341864,0.002723401,0.00026364683,0.000754998,0.00030771657],"domain_scores_gemma":[0.9943787,0.002781262,0.0010503298,0.0005963044,0.0009111096,0.00028232177],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014132032,0.000622856,0.0082405275,0.0003938859,0.00017314643,0.00006812526,0.00027443928,0.00023121554,0.00010020917],"category_scores_gemma":[0.003354402,0.000250712,0.0036408873,0.00085519126,0.00032598307,0.00013122876,0.00004870023,0.0011536847,0.0000035444348],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000926699,0.0005443395,0.0006273615,0.8896917,0.08717113,0.0000192588,0.0014332946,0.0000013831134,4.439626e-8,0.00007698733,0.0005930523,0.01974874],"study_design_scores_gemma":[0.00074498146,0.0033919427,0.0064674118,0.054970775,0.93237746,0.00037444502,0.00036812195,0.0000026993007,6.9293037e-7,0.00009043496,0.0008931986,0.0003178132],"about_ca_topic_score_codex":0.00016090836,"about_ca_topic_score_gemma":0.00008003935,"teacher_disagreement_score":0.8452064,"about_ca_system_score_codex":0.00024563243,"about_ca_system_score_gemma":0.00014565459,"threshold_uncertainty_score":0.9999945},"labels":[],"label_agreement":null},{"id":"W2999408826","doi":"10.14283/jfa.2020.2","title":"The Need to Implement Frailty in the International Classification of Disease (ICD)","year":2020,"lang":"en","type":"editorial","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Disease; Gerontology; Population ageing; Health care; Population; Cognition; Environmental health; Pathology; Psychiatry; Economic growth","score_opus":0.04629547093713479,"score_gpt":0.3506282991168177,"score_spread":0.3043328281796829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999408826","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03357504,0.0020955207,0.0011281789,0.45610815,0.5033636,0.0019393268,0.00035340854,0.000035558725,0.0014011938],"genre_scores_gemma":[0.4950016,0.0010243054,0.00032194724,0.00234725,0.5001812,0.000038306884,0.00016469766,0.00009108082,0.0008296114],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99479073,0.0004084011,0.0014324187,0.00022830178,0.0027830228,0.0003570955],"domain_scores_gemma":[0.9939054,0.002976364,0.0013115592,0.00077708054,0.00078890886,0.0002406535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033333069,0.00032129354,0.0005575246,0.00022401319,0.00018002349,0.00011387549,0.002063175,0.00015634087,0.000072553776],"category_scores_gemma":[0.0046745925,0.00016062062,0.000322832,0.0004172423,0.0001284898,0.00013494343,0.00025620667,0.0020732968,0.000018738936],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012031383,0.00009836531,0.0006503303,0.00008010441,0.0002655533,0.00003972829,0.0045287483,0.00005162034,0.001369401,0.00009342483,0.98351854,0.008101022],"study_design_scores_gemma":[0.0019938487,0.00034739778,0.026640091,0.0010609843,0.0004983093,0.00002702703,0.0029255133,0.00021409002,0.0001384077,0.00043065535,0.9655498,0.00017384313],"about_ca_topic_score_codex":0.00017620779,"about_ca_topic_score_gemma":0.00017954952,"teacher_disagreement_score":0.4614266,"about_ca_system_score_codex":0.00042425137,"about_ca_system_score_gemma":0.0009819461,"threshold_uncertainty_score":0.9007558},"labels":[],"label_agreement":null},{"id":"W2999495886","doi":"10.1093/aje/161.supplement_1.s1b","title":"003: Frdata: Examining Candidate Components to Define Frailty in the Elderly Using Three Canadian Databases","year":2005,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Database; Gerontology; Medicine; Computer science","score_opus":0.1745711996082833,"score_gpt":0.3845975382526371,"score_spread":0.2100263386443538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999495886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96162474,0.0005188349,0.0039500785,0.033166233,0.00021287172,0.00020951364,0.000066901535,0.0000070664128,0.00024378042],"genre_scores_gemma":[0.9314098,0.00008351232,0.049343754,0.018550456,0.00052502286,0.0000036714173,0.000046370376,0.000023144534,0.000014308049],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968575,0.0007646552,0.0011264968,0.00028068744,0.00021518847,0.00075542694],"domain_scores_gemma":[0.99581426,0.0023004725,0.0006226681,0.0005507094,0.0001160556,0.00059580774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032334595,0.00022139472,0.0010453898,0.000508033,0.000093023824,0.000007989744,0.00045278558,0.000052287163,0.00010507826],"category_scores_gemma":[0.005271671,0.00015340558,0.00009059185,0.0005062285,0.00033863992,0.00017354221,0.00005911736,0.00071494776,0.000027192511],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026696912,0.000099027406,0.8504442,0.000011913948,0.00014304188,0.0004964969,0.0007591994,0.0019995489,0.0009811309,0.00017050082,0.012338375,0.13228962],"study_design_scores_gemma":[0.0016167803,0.00272227,0.86714935,0.00047314013,0.00015540875,0.004572789,0.0011322125,0.0012733568,0.00003622812,0.0001206028,0.120464854,0.00028301126],"about_ca_topic_score_codex":0.2610702,"about_ca_topic_score_gemma":0.34515002,"teacher_disagreement_score":0.1320066,"about_ca_system_score_codex":0.00038608786,"about_ca_system_score_gemma":0.00046517202,"threshold_uncertainty_score":0.7438504},"labels":[],"label_agreement":null},{"id":"W2999674533","doi":"10.1136/bmjoq-2019-000782","title":"Practical lessons in implementing frailty assessments for hospitalised patients with COPD","year":2020,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"Lung Health Foundation","keywords":"COPD; Gerontology; Medicine; Psychology; Psychiatry","score_opus":0.3135515958950057,"score_gpt":0.5551175669599804,"score_spread":0.24156597106497468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999674533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8987644,0.0000042103966,0.0064399173,0.07187526,0.00011155986,0.013600942,0.0003734887,0.000068749236,0.0087614935],"genre_scores_gemma":[0.95351756,6.5032236e-7,0.04114764,0.0037169168,0.00008398434,0.00073526276,0.00047725055,0.000037346508,0.00028340856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975449,0.00021702693,0.0006831067,0.0005346316,0.0005589326,0.00046141597],"domain_scores_gemma":[0.99829894,0.00037221098,0.00038416736,0.00043041128,0.00024992824,0.00026432963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012330574,0.00019725833,0.0005561055,0.000030195488,0.00009262937,0.00011560741,0.00025800747,0.000085042986,0.0002378791],"category_scores_gemma":[0.0022619644,0.0001664058,0.00006538239,0.0002392981,0.00004966601,0.00045328806,0.00035790895,0.0002547274,0.000024967074],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028433225,0.0013957657,0.94073886,0.0005217567,0.00016872882,0.00003262531,0.0010430774,0.0000015522048,0.00008590941,0.0024177432,0.03465857,0.016092112],"study_design_scores_gemma":[0.017355729,0.0013402145,0.9593887,0.00021314605,0.00008054793,0.0000021122526,0.0010064805,0.00033708682,0.00028380443,0.00011765496,0.01951133,0.00036321537],"about_ca_topic_score_codex":0.000595675,"about_ca_topic_score_gemma":0.00039123697,"teacher_disagreement_score":0.06815834,"about_ca_system_score_codex":0.00013083172,"about_ca_system_score_gemma":0.0004071783,"threshold_uncertainty_score":0.6785832},"labels":[],"label_agreement":null},{"id":"W2999933890","doi":"10.1093/ehjqcco/qcaa002","title":"Frailty to predict unplanned hospitalization, stroke, bleeding, and death in atrial fibrillation","year":2020,"lang":"en","type":"article","venue":"European Heart Journal - Quality of Care and Clinical Outcomes","topic":"Frailty in Older Adults","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Universität Basel; Foundation for Cardiovascular Research; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Medicine; Hazard ratio; Atrial fibrillation; Stroke (engine); Confidence interval; Internal medicine; Proportional hazards model; Prospective cohort study; Cohort study","score_opus":0.139342030773569,"score_gpt":0.42939661666079204,"score_spread":0.29005458588722305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999933890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841041,0.00080349785,0.00020279617,0.013529598,0.00023603649,0.00027495986,0.000034293964,0.000027882465,0.00078683166],"genre_scores_gemma":[0.99477404,0.0005071314,0.0012022285,0.0024699061,0.0009149204,1.4739337e-7,0.000013549786,0.000020510593,0.000097542965],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973167,0.0005409741,0.0012974065,0.00026885507,0.00039965674,0.00017640987],"domain_scores_gemma":[0.99807954,0.0008422796,0.00023434963,0.00012889648,0.00020872217,0.0005062334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012999799,0.0001478357,0.0006790917,0.00007310814,0.000064119784,0.00004523355,0.000072011695,0.00007395102,0.000029844621],"category_scores_gemma":[0.0059612445,0.00012130876,0.00031225683,0.00011581708,0.00006302423,0.00012269818,0.00008878183,0.00035198504,0.0000097726925],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005099732,0.000014995981,0.99078375,0.000106876025,0.00008997741,0.000020198717,0.0015646935,0.000027593042,0.000021729513,0.000034999313,0.0010988901,0.005726301],"study_design_scores_gemma":[0.0034696376,0.0022679775,0.98408,0.00016321402,0.00009061734,0.000023230228,0.00063406944,0.000048625992,0.00001155265,0.000023800785,0.009066733,0.00012051903],"about_ca_topic_score_codex":0.000026941121,"about_ca_topic_score_gemma":0.000021184522,"teacher_disagreement_score":0.011059691,"about_ca_system_score_codex":0.000021536325,"about_ca_system_score_gemma":0.00006117932,"threshold_uncertainty_score":0.7136597},"labels":[],"label_agreement":null},{"id":"W3000315546","doi":"10.1016/j.jgo.2020.01.003","title":"Perspectives on geriatric oncology research presented at the 2019 International Society of Geriatric Oncology Annual Meeting: Young International Society of Geriatric Oncology report","year":2020,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Geriatric oncology; Clinical Oncology; Oncology; Internal medicine; Geriatrics; Family medicine; Cancer; Psychiatry","score_opus":0.04624068481335549,"score_gpt":0.3987988437512136,"score_spread":0.35255815893785813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000315546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6767352,0.0055423183,0.0005422215,0.2480858,0.012390545,0.003014334,0.00045349778,0.00012591638,0.053110134],"genre_scores_gemma":[0.85335803,0.043547455,0.040589236,0.0043880935,0.032703597,0.00025160203,0.00049066026,0.0004259871,0.024245346],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9872252,0.002196143,0.0048327525,0.0013726157,0.0030089223,0.001364403],"domain_scores_gemma":[0.97916526,0.005846108,0.006475508,0.00091979286,0.0068303584,0.000762974],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.008922291,0.000780443,0.0030696897,0.0013863837,0.00041315952,0.00004925138,0.0021970477,0.0018198065,0.0014225038],"category_scores_gemma":[0.0057385694,0.00062381173,0.0021431576,0.003080722,0.0015879201,0.00047252138,0.0016402523,0.003949167,0.00011515707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.012472176,0.00513592,0.009644673,0.00028923625,0.004022408,0.0014775952,0.023898978,0.0006205902,0.030337663,0.00018112309,0.90112543,0.010794207],"study_design_scores_gemma":[0.020229846,0.027693927,0.025242442,0.00012523404,0.0014363047,0.012006842,0.029088471,0.0011975913,0.00211354,0.00023572214,0.879944,0.00068605616],"about_ca_topic_score_codex":0.0004691226,"about_ca_topic_score_gemma":0.000078944926,"teacher_disagreement_score":0.2436977,"about_ca_system_score_codex":0.009914048,"about_ca_system_score_gemma":0.010833981,"threshold_uncertainty_score":0.99962133},"labels":[],"label_agreement":null},{"id":"W3000401007","doi":"10.1016/j.tma.2020.01.001","title":"The challenge of implementing frailty into clinical practice","year":2020,"lang":"en","type":"article","venue":"Translational Medicine of Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Ottawa Hospital","funders":"","keywords":"Computer science","score_opus":0.11357993412884268,"score_gpt":0.4305191370833165,"score_spread":0.31693920295447386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000401007","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03848427,0.00597095,0.006980998,0.914949,0.00024897014,0.0005857632,0.000007838466,0.000057192414,0.032715008],"genre_scores_gemma":[0.98792624,0.0003800441,0.009379112,0.0014806719,0.0007510758,0.0000041097896,0.000021295926,0.000016469581,0.000040953204],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977841,0.000094432115,0.0010168427,0.00020858205,0.0007168411,0.00017924266],"domain_scores_gemma":[0.99662644,0.0023543732,0.0003322654,0.00020194017,0.0003484705,0.00013650054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013252532,0.00011242283,0.0003759028,0.000041117048,0.00008170865,0.000002424503,0.00014052955,0.000049754588,0.00018570392],"category_scores_gemma":[0.0025265324,0.00007561975,0.000103538354,0.00020708503,0.00031351545,0.00010394903,0.000025991776,0.00031353926,0.000004789729],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015731533,0.0005084351,0.07116287,0.0023766179,0.0014461137,0.00007099682,0.05205957,0.00008203452,0.010541938,0.03558139,0.010644893,0.81395197],"study_design_scores_gemma":[0.030698113,0.0068442766,0.25382158,0.0045050993,0.0025578828,0.000120119206,0.016915783,0.015217163,0.005194361,0.011505,0.6519111,0.0007095369],"about_ca_topic_score_codex":0.000072348594,"about_ca_topic_score_gemma":0.000014140137,"teacher_disagreement_score":0.94944197,"about_ca_system_score_codex":0.000008496151,"about_ca_system_score_gemma":0.00012258453,"threshold_uncertainty_score":0.30836838},"labels":[],"label_agreement":null},{"id":"W3000441824","doi":"10.1186/s12877-019-1404-8","title":"Orthopaedic surgeons’ perceptions of frailty and frailty screening","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Medical Research Council; Canadian Institutes of Health Research; National Health and Medical Research Council; Resthaven Incorporated","keywords":"Medicine; Thematic analysis; Context (archaeology); Gerontology; Rehabilitation; Geriatrics; Health care; Qualitative research; MEDLINE; Physical therapy; Psychiatry","score_opus":0.059858611303761335,"score_gpt":0.293174488662518,"score_spread":0.23331587735875667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3000441824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96913147,0.00063531887,0.025712611,0.0023774304,0.00016481061,0.00043463422,0.00008055513,0.0001629769,0.0013002158],"genre_scores_gemma":[0.9713218,0.00019133699,0.027064499,0.0005800386,0.00030834565,0.000010328669,0.00005669132,0.000036714384,0.0004302522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99850136,0.000057980484,0.0004303392,0.00034992484,0.0003869693,0.0002734294],"domain_scores_gemma":[0.99878055,0.0002277879,0.0001381155,0.00030889641,0.00016360886,0.00038106716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019521386,0.00018629465,0.00041307308,0.00012511679,0.00008202371,0.000017245608,0.0001036304,0.00015398982,0.00050226075],"category_scores_gemma":[0.001143971,0.00017972394,0.00016466693,0.00059494394,0.000118693,0.000094111325,0.0001224778,0.00027652184,0.000043736527],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017624767,0.00008895995,0.9746292,0.0006518754,0.000051112656,0.000024299594,0.0012240318,0.00004157028,0.0035352916,0.000117848955,0.007938237,0.0115212845],"study_design_scores_gemma":[0.002816018,0.00037750823,0.98058015,0.00011106562,0.00026312846,0.00007289178,0.00092430465,0.0025358873,0.00032737356,0.00004854134,0.011659799,0.0002833459],"about_ca_topic_score_codex":0.00009767964,"about_ca_topic_score_gemma":0.000045463777,"teacher_disagreement_score":0.011237939,"about_ca_system_score_codex":0.00001948007,"about_ca_system_score_gemma":0.00015798511,"threshold_uncertainty_score":0.73289293},"labels":[],"label_agreement":null},{"id":"W3001021240","doi":"10.1038/s41375-020-0712-5","title":"Simplified frailty assessment tools: are we really capturing frailty or something else?","year":2020,"lang":"en","type":"letter","venue":"Leukemia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Cancer Institute; National Heart, Lung, and Blood Institute","keywords":"Gerontology; Medicine; MEDLINE; Intensive care medicine; Biology","score_opus":0.11321900170982327,"score_gpt":0.3428776299719856,"score_spread":0.22965862826216235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3001021240","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001779229,0.00047266055,0.0016658064,0.9693794,0.0020672153,0.0020321393,0.00054218835,0.0012686831,0.02079267],"genre_scores_gemma":[0.0070395223,0.00049517886,0.012491188,0.9152886,0.016189164,0.00028593285,0.0023688546,0.0005815046,0.045260042],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99251527,0.0002952797,0.001478269,0.0019828754,0.0021677408,0.0015605695],"domain_scores_gemma":[0.99470943,0.0012981303,0.0009578616,0.0021397104,0.00032654265,0.00056830066],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.00035724242,0.001396201,0.0023365244,0.0004203036,0.00031381182,0.00038532732,0.0011013659,0.0025409402,0.0013671957],"category_scores_gemma":[0.0013930403,0.0011892687,0.00068488304,0.0006343826,0.00021775733,0.00039863383,0.0006160894,0.01122248,0.0005378448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015699351,0.000038479215,0.00023211616,0.00296254,0.0006081863,0.013670487,0.0008745414,0.000055493052,0.00057471136,0.000015752763,0.9669168,0.0138939265],"study_design_scores_gemma":[0.003278058,0.00036777987,0.0022380291,0.0038047202,0.0007164098,0.00041532246,0.0003649313,0.00058904925,0.00054421276,0.00048376422,0.9858545,0.0013431924],"about_ca_topic_score_codex":0.00048768695,"about_ca_topic_score_gemma":0.00014898734,"teacher_disagreement_score":0.054090794,"about_ca_system_score_codex":0.0045970636,"about_ca_system_score_gemma":0.0033185198,"threshold_uncertainty_score":0.9998788},"labels":[],"label_agreement":null},{"id":"W3002921281","doi":"10.1017/cem.2019.431","title":"Frailty and adverse outcomes in older adults being discharged from the emergency department: A prospective cohort study","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Hôpital du Sacré-Cœur de Montréal; McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Emergency department; Confidence interval; Prospective cohort study; Odds ratio; Grip strength; Logistic regression; Cohort study; Cohort; Physical therapy; Gait; Emergency medicine; Internal medicine","score_opus":0.03800689908342678,"score_gpt":0.31279936604662967,"score_spread":0.27479246696320286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002921281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96818614,0.0021056116,0.000022808035,0.024364527,0.00264265,0.0018678751,0.000046015586,0.000011957812,0.000752393],"genre_scores_gemma":[0.9975217,0.00041998175,0.000041210857,0.00060590333,0.0009960473,0.000036835932,0.000021952057,0.00003964909,0.00031672366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970877,0.000147255,0.0013081715,0.00039919725,0.0005979869,0.00045969852],"domain_scores_gemma":[0.9975162,0.00009329495,0.00037927995,0.00032781958,0.00034262947,0.0013407373],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00051740045,0.0003288629,0.0008501542,0.00019531714,0.00015446018,0.000004089765,0.00029409133,0.00008487115,0.005491124],"category_scores_gemma":[0.0023703405,0.00020756705,0.00013852207,0.00058284507,0.000116196,0.00018785048,0.000032377226,0.0007127792,0.000014254628],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016011784,0.00011858945,0.9577651,0.000033103224,0.00042749444,0.00046596988,0.02792909,0.0000021422118,0.00003796316,0.000015389898,0.012646792,0.0003982275],"study_design_scores_gemma":[0.0057445704,0.0011136065,0.9813071,0.0003905314,0.00046528448,0.000015294749,0.008989675,0.000050536535,0.000010904016,0.000117057105,0.0016097313,0.00018569594],"about_ca_topic_score_codex":0.018968984,"about_ca_topic_score_gemma":0.10950177,"teacher_disagreement_score":0.09053279,"about_ca_system_score_codex":0.00017426073,"about_ca_system_score_gemma":0.0004050566,"threshold_uncertainty_score":0.995418},"labels":[],"label_agreement":null},{"id":"W3002983496","doi":"10.1016/j.trsl.2020.01.002","title":"Frailty and cognitive decline","year":2020,"lang":"en","type":"review","venue":"Translational research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":152,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Centre; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Dementia; Cognitive impairment; Gerontology; Cognitive decline; Cognition; Medicine; Psychological intervention; Disease; Association (psychology); Cognitive aging; Alzheimer's disease; Quality of life (healthcare); Psychology; Psychiatry; Internal medicine; Psychotherapist","score_opus":0.36190652642778953,"score_gpt":0.5295916513496959,"score_spread":0.16768512492190635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002983496","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000053877075,0.98512363,0.00015223035,0.0039365673,0.000034188848,0.001592369,0.0003140342,0.00004213659,0.00879947],"genre_scores_gemma":[0.00021058778,0.99557114,0.0006075882,0.00010491746,0.0004713513,0.00012761154,0.0009199488,0.00006443307,0.0019224117],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969109,0.0002985625,0.00044840688,0.00054220745,0.0014290612,0.00037080262],"domain_scores_gemma":[0.9960554,0.0028995578,0.00004891892,0.0001765919,0.0004369434,0.00038258417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071177824,0.00026029622,0.0010829399,0.00032510905,0.00011535862,0.00004035246,0.00014392262,0.00031682028,0.00079201604],"category_scores_gemma":[0.0010988332,0.0002123392,0.00022943321,0.0006799271,0.0003485758,0.00005701305,0.00008413243,0.0016330329,0.0006768464],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000718978,0.000050343122,0.00003975393,0.010830607,0.00021519721,0.0001264699,0.000106728934,1.7807027e-8,4.2739467e-7,0.00039225587,0.000689664,0.98747665],"study_design_scores_gemma":[0.0008557349,0.0001900331,0.00046153215,0.011743585,0.00043321008,0.00016792884,0.000012214344,0.000032678752,8.49335e-7,0.0005410941,0.98539966,0.00016145641],"about_ca_topic_score_codex":0.000018681281,"about_ca_topic_score_gemma":0.000016655622,"teacher_disagreement_score":0.9873152,"about_ca_system_score_codex":0.00004789445,"about_ca_system_score_gemma":0.001329429,"threshold_uncertainty_score":0.86997175},"labels":[],"label_agreement":null},{"id":"W3003121539","doi":"10.1016/j.bbmt.2019.12.696","title":"Study on Frailty and Functionality on Routine Clinical Assessment in Allogeneichematopoietic Cell Transplantation to Predict Outcomes","year":2020,"lang":"en","type":"article","venue":"Biology of Blood and Marrow Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Transplantation; Activities of daily living; Cumulative incidence; Observational study; Multivariate analysis; Physical therapy; Prospective cohort study; Adverse effect; Internal medicine; Emergency medicine","score_opus":0.05814549074616879,"score_gpt":0.35630078780537605,"score_spread":0.2981552970592073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003121539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943317,0.000037612972,0.00046092665,0.0038004562,0.00009775734,0.00082804175,0.00013051298,0.00002823442,0.00028473942],"genre_scores_gemma":[0.99766237,0.0002726806,0.0005690967,0.001183865,0.0000423095,0.000034284738,0.00020961689,0.000009981212,0.00001578326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985999,0.00019241097,0.0005101615,0.00040695939,0.00015528878,0.00013526883],"domain_scores_gemma":[0.99931616,0.00031904443,0.00008345878,0.0001060173,0.000033645218,0.00014167486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034848135,0.0001620417,0.00041493907,0.000085504355,0.000029910922,0.0000042192155,0.000042832307,0.00013446895,0.0000135974005],"category_scores_gemma":[0.000040234096,0.00013345772,0.000048712813,0.000092116585,0.00006633716,0.000030764237,0.0000061365295,0.0002089428,0.000002495553],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015056614,0.001027716,0.9716713,0.00034658855,0.00010989671,0.000046152778,0.001866966,0.000013656294,0.022441143,0.000112767855,0.000017533395,0.000840632],"study_design_scores_gemma":[0.00899089,0.0065603484,0.97681415,0.00009070488,0.00045130594,0.000021427048,0.00029585723,0.000020979556,0.0065937233,0.000036945454,0.000013083069,0.00011056288],"about_ca_topic_score_codex":0.000038361915,"about_ca_topic_score_gemma":0.00006978146,"teacher_disagreement_score":0.01584742,"about_ca_system_score_codex":0.000007652108,"about_ca_system_score_gemma":0.000039042494,"threshold_uncertainty_score":0.5442248},"labels":[],"label_agreement":null},{"id":"W3003473057","doi":"10.1634/theoncologist.2019-0581","title":"A Randomized Trial of Real-Time Geriatric Assessment Reporting in Nonelectively Hospitalized Older Adults with Cancer","year":2020,"lang":"en","type":"article","venue":"The Oncologist","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Columbian Hospital","funders":"National Cancer Institute; John A. Hartford Foundation","keywords":"Medicine; Polypharmacy; Psychological intervention; Randomized controlled trial; Anxiety; Population; Referral; Cancer; Geriatrics; Intervention (counseling); Physical therapy; Internal medicine; Family medicine; Psychiatry","score_opus":0.02714126691220669,"score_gpt":0.345100156033863,"score_spread":0.3179588891216563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003473057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.966449,0.00009420985,0.000099617486,0.010390416,0.0001346945,0.0053408127,0.000008265224,0.00008736988,0.017395578],"genre_scores_gemma":[0.99566543,0.00022867642,0.002043694,0.00034700002,0.00027932337,0.0007851035,0.000014086899,0.000030994273,0.00060567056],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99712133,0.0004019834,0.001370398,0.00037664198,0.00043418497,0.0002954294],"domain_scores_gemma":[0.99688834,0.00066767324,0.0018299195,0.00031221024,0.00019868038,0.00010315979],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017516001,0.00021119897,0.0014305579,0.00006758488,0.000046701552,0.000012688165,0.00016627043,0.00010907808,0.00021889669],"category_scores_gemma":[0.0028372535,0.00011827645,0.00018976588,0.0005989621,0.0003110357,0.000052279956,0.00006523923,0.00032759443,0.000005441727],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9881439,0.00048886705,0.0036169102,0.00015309328,0.00023766843,0.00018183075,0.0027477723,0.00007145655,0.0010017866,0.000033084758,0.0011740163,0.002149618],"study_design_scores_gemma":[0.95702213,0.0024821116,0.03682617,0.00036250876,0.00037756603,0.00002184334,0.00028372937,0.0019479247,0.00042128828,0.000025257115,0.00006387404,0.00016561884],"about_ca_topic_score_codex":0.0037606065,"about_ca_topic_score_gemma":0.000135618,"teacher_disagreement_score":0.03320926,"about_ca_system_score_codex":0.0003017594,"about_ca_system_score_gemma":0.0007660224,"threshold_uncertainty_score":0.5684937},"labels":[],"label_agreement":null},{"id":"W3003986616","doi":"10.1016/j.jgo.2020.01.010","title":"Geriatric hematology research at the 2019 American Society of Hematology annual meeting: Young International Society of geriatric oncology perspective paper","year":2020,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging","keywords":"Medicine; Hematology; Perspective (graphical); Internal medicine; Clinical Oncology; Oncology; Family medicine; Gerontology; Cancer","score_opus":0.03572517183551205,"score_gpt":0.38032628362518367,"score_spread":0.3446011117896716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003986616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66474146,0.011727171,0.0005207966,0.3030497,0.0032692947,0.0015888023,0.00020042785,0.000063965155,0.014838366],"genre_scores_gemma":[0.958028,0.010110104,0.020900436,0.0042560664,0.0043342607,0.000044328022,0.00003649674,0.00013098585,0.0021593133],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930536,0.0013569477,0.0025773589,0.00069165585,0.0013680916,0.00095232174],"domain_scores_gemma":[0.9876441,0.0035635065,0.0035710186,0.00052562257,0.0042416323,0.00045413198],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0035067617,0.00044419017,0.0026139442,0.0005196077,0.00023335285,0.000014916242,0.0011212158,0.000754855,0.00085502537],"category_scores_gemma":[0.0021192217,0.0003339479,0.0014031315,0.002416708,0.0020653864,0.00024045826,0.0008556147,0.0021662868,0.000064779844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053080004,0.0016973783,0.015137831,0.00036461724,0.0027148584,0.00034078263,0.023701932,0.00011432449,0.028098317,0.0011964628,0.91671574,0.00460973],"study_design_scores_gemma":[0.032947127,0.04530147,0.053534016,0.00024516037,0.0030338657,0.035410013,0.1308172,0.0011944633,0.0114094885,0.0017603427,0.6830404,0.001306471],"about_ca_topic_score_codex":0.0005789019,"about_ca_topic_score_gemma":0.00008326671,"teacher_disagreement_score":0.29879364,"about_ca_system_score_codex":0.0024325156,"about_ca_system_score_gemma":0.0037984438,"threshold_uncertainty_score":0.99991125},"labels":[],"label_agreement":null},{"id":"W3004114286","doi":"10.12927/hcq.2020.26081","title":"Moving in for Renovations: An Innovative Solution for Replacing End-of-Life Capital Equipment. The Michael Garron Hospital – Sunnybrook Collaborative Catheterization Laboratory Project","year":2020,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Cath lab; Cardiac catheterization; Medicine; Health care; Medical emergency; Nursing; Surgery; Myocardial infarction; Internal medicine","score_opus":0.03642136732539824,"score_gpt":0.32958935188744864,"score_spread":0.2931679845620504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004114286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9402473,0.00037914835,0.015275847,0.035323903,0.00034922478,0.0074180593,0.0008821023,0.00010308423,0.00002134201],"genre_scores_gemma":[0.98850536,0.000009543559,0.0073801787,0.0016569833,0.00033190384,0.0011382418,0.0009060335,0.00005279436,0.000018955545],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977967,0.00017322559,0.0008391652,0.00050039025,0.0002887274,0.00040175032],"domain_scores_gemma":[0.9970425,0.00023424535,0.0004720558,0.00031111352,0.0018171641,0.0001229692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053769466,0.00023074017,0.0004216271,0.00019935856,0.00018998941,0.000032187047,0.00012843014,0.0001526463,0.000004042218],"category_scores_gemma":[0.0007995288,0.000204773,0.000053831263,0.0013314444,0.00011353368,0.00041874425,0.000014159228,0.00023085921,0.0000013017418],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041826414,0.0007824029,0.018086782,0.0049358364,0.00023716051,0.0000111673035,0.82658595,0.000031271695,0.080317274,0.0072710128,0.0035589237,0.053999588],"study_design_scores_gemma":[0.043327868,0.16746807,0.07795021,0.0050400514,0.0003679923,0.000026791908,0.5826477,0.0667637,0.03580017,0.0024619733,0.014878728,0.0032667872],"about_ca_topic_score_codex":0.00055560225,"about_ca_topic_score_gemma":0.0010032387,"teacher_disagreement_score":0.24393828,"about_ca_system_score_codex":0.0003203487,"about_ca_system_score_gemma":0.0021513794,"threshold_uncertainty_score":0.83504003},"labels":[],"label_agreement":null},{"id":"W3004399485","doi":"10.1161/jaha.119.014686","title":"Accumulation of Deficits as a Key Risk Factor for Cardiovascular Morbidity and Mortality: A Pooled Analysis of 154 000 Individuals","year":2020,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; Impact; Population Health Research Institute; McMaster University","funders":"","keywords":"Key (lock); Risk factor; Medicine; Internal medicine; Computer science; Computer security","score_opus":0.060433480828392123,"score_gpt":0.3468276390320408,"score_spread":0.28639415820364866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3004399485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964502,0.0002456578,0.0007902794,0.0018605036,0.000054238906,0.00030826888,0.00027727103,0.0000056618214,0.000007936149],"genre_scores_gemma":[0.9982861,0.00011099651,0.0011406426,0.00032056356,0.000113459486,0.0000022487986,0.000004807508,0.000010821637,0.000010327182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99796885,0.00033335178,0.00062277453,0.00011833347,0.00083427184,0.00012238989],"domain_scores_gemma":[0.99687445,0.0005027498,0.0017697812,0.00019113871,0.000568517,0.00009336278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010592338,0.00009802988,0.001158693,0.00016822001,0.000042197877,0.000011513003,0.000085109285,0.000054368145,0.000012085902],"category_scores_gemma":[0.0049630273,0.00007386004,0.001192979,0.00085506035,0.000046841986,0.00010087312,0.00003062617,0.00017983252,4.2457143e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000103559134,0.00005153649,0.97715974,0.0000398248,0.01388469,4.74862e-7,0.00153258,0.0022759072,0.0027478165,0.0000018818573,0.00020022197,0.0020017407],"study_design_scores_gemma":[0.0009418483,0.00046781148,0.9782286,0.000039291128,0.01485762,0.0000036133356,0.00024365036,0.002734329,0.0021644977,0.00005442444,0.00020545107,0.000058840786],"about_ca_topic_score_codex":0.0006924567,"about_ca_topic_score_gemma":0.000024772915,"teacher_disagreement_score":0.0039037932,"about_ca_system_score_codex":0.00015363158,"about_ca_system_score_gemma":0.00010378925,"threshold_uncertainty_score":0.59415656},"labels":[],"label_agreement":null},{"id":"W3006044359","doi":"","title":"The My Active and Healthy Aging (My-AHA) ICT platform to detect and prevent frailty in older adults: Randomized control trial design and protocol","year":2018,"lang":"en","type":"article","venue":"USC Research Bank (University of the Sunshine Coast)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Medicine; Psychosocial; Randomized controlled trial; Psychological intervention; Gerontology; Population; Physical therapy; Environmental health; Psychiatry; Surgery","score_opus":0.05021390084705769,"score_gpt":0.3478919515015852,"score_spread":0.2976780506545275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006044359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8335441,0.00017049062,0.00222288,0.018409625,0.00006767063,0.14533831,0.000028832526,0.00003194875,0.00018616188],"genre_scores_gemma":[0.9954807,0.00012447145,0.0011281782,0.00018179706,0.00012662038,0.0019214929,0.0000020805182,0.000024971325,0.0010096938],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99661386,0.0013290977,0.00028165345,0.0004668566,0.00073932396,0.0005692216],"domain_scores_gemma":[0.99534345,0.00328867,0.00015731952,0.00050077913,0.00039667587,0.00031313056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004516716,0.0002136507,0.00074623147,0.00027571904,0.000739499,0.000054534798,0.00038124365,0.00012695877,0.00006596483],"category_scores_gemma":[0.0022194753,0.0001376016,0.00012803686,0.0004482562,0.0013941257,0.00024181293,0.0005950268,0.0006995184,0.0000027286478],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9448589,0.00014099503,0.00022044926,0.0002825334,0.0004070257,0.000022857515,0.009464997,0.0000050806234,0.00027783005,0.00005177339,0.0024929203,0.04177461],"study_design_scores_gemma":[0.9691668,0.004638063,0.011091931,0.0008027665,0.00026366615,0.000032300344,0.004434363,0.004076018,0.0012743184,0.0013593077,0.002617348,0.00024307809],"about_ca_topic_score_codex":0.0029926873,"about_ca_topic_score_gemma":0.005521667,"teacher_disagreement_score":0.16193663,"about_ca_system_score_codex":0.0001757332,"about_ca_system_score_gemma":0.00030636392,"threshold_uncertainty_score":0.56877035},"labels":[],"label_agreement":null},{"id":"W3006261855","doi":"10.2196/16678","title":"Predictive Modeling for Frailty Conditions in Elderly People: Machine Learning Approaches","year":2020,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Machine learning; Support vector machine; Decision tree; Artificial intelligence; Random forest; Logistic regression; Population; Computer science; Artificial neural network; Medicine; Gerontology; Environmental health","score_opus":0.06628481390935935,"score_gpt":0.3156747560770438,"score_spread":0.24938994216768445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006261855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64568347,0.00022374364,0.31409547,0.026747929,0.00021611113,0.0039816974,0.00022777976,0.00064013153,0.008183675],"genre_scores_gemma":[0.9897536,0.00004378635,0.0059959027,0.002710155,0.00023501311,0.00039004922,0.000736074,0.000031498377,0.000103935745],"study_design_codex":"qualitative","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978175,0.000033009677,0.0008420102,0.00016158541,0.00075126765,0.000394627],"domain_scores_gemma":[0.9987471,0.00025425098,0.0001330335,0.00017488262,0.000101090096,0.00058966165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002954545,0.00021041458,0.00047356146,0.00011923138,0.000095957155,0.000026342059,0.00019360281,0.00029126237,0.00025428526],"category_scores_gemma":[0.0016572009,0.00018365368,0.00011682876,0.00036513433,0.00009313228,0.00029242152,0.00009307654,0.0010474834,0.00004961583],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003163013,0.0027420956,0.059699915,0.018008724,0.0011882071,0.00017856252,0.54300165,0.125113,0.00013374873,0.005565405,0.04098544,0.20022027],"study_design_scores_gemma":[0.0037282272,0.0008262483,0.000534958,0.00032086897,0.000046588266,0.000039952305,0.0068794824,0.9837494,0.000024018,0.00014915122,0.0035283528,0.00017275722],"about_ca_topic_score_codex":0.000021398897,"about_ca_topic_score_gemma":0.000048420963,"teacher_disagreement_score":0.8586364,"about_ca_system_score_codex":0.00007882242,"about_ca_system_score_gemma":0.00027781495,"threshold_uncertainty_score":0.748918},"labels":[],"label_agreement":null},{"id":"W3006269496","doi":"10.1111/ggi.13830","title":"Chapter 1 Frailty: Definition, diagnosis, epidemiology","year":2020,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Epidemiology; MEDLINE; Gerontology; Pathology","score_opus":0.12654154604214288,"score_gpt":0.34519988672155744,"score_spread":0.21865834067941456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006269496","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34548783,0.011577487,0.029208986,0.5357644,0.016726222,0.0018095092,0.0009877353,0.0008806077,0.057557244],"genre_scores_gemma":[0.9320267,0.008668417,0.024518996,0.028424552,0.0035574876,0.00035004623,0.0012068381,0.00011974978,0.0011272077],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99489653,0.00023336452,0.0017470318,0.0015454546,0.00064864167,0.0009289656],"domain_scores_gemma":[0.99563104,0.0012563578,0.0008515078,0.0005350728,0.0009944272,0.00073160214],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00071603415,0.0007068481,0.0012907491,0.0006389073,0.00023220471,0.00008018032,0.0008990532,0.00089142413,0.004354356],"category_scores_gemma":[0.0042782673,0.0007265532,0.0004046862,0.00031553445,0.0005352057,0.00042909573,0.0005186361,0.0009233096,0.00044005862],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002193284,0.00083851616,0.62240744,0.0001573575,0.002676225,0.00087042013,0.0023383084,0.000059216323,0.0008417012,0.24272849,0.08030395,0.044585124],"study_design_scores_gemma":[0.010545945,0.0014705628,0.20960113,0.00006735252,0.0007246012,0.0034338066,0.00045139718,0.00405025,0.00026754313,0.016688619,0.7511706,0.0015282439],"about_ca_topic_score_codex":0.00025930174,"about_ca_topic_score_gemma":0.00017347075,"teacher_disagreement_score":0.6708666,"about_ca_system_score_codex":0.0002961156,"about_ca_system_score_gemma":0.00019371939,"threshold_uncertainty_score":0.9995186},"labels":[],"label_agreement":null},{"id":"W3006284282","doi":"10.1038/s41598-020-58782-1","title":"Composite diagnostic criteria are problematic for linking potentially distinct populations: the case of frailty","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Worry; Cognition; Medicine; Odds; Psychological intervention; Gerontology; Frailty syndrome; Odds ratio; Demography; Frailty Index; Logistic regression; Internal medicine; Psychiatry; Anxiety","score_opus":0.0701338689577008,"score_gpt":0.33086927079002837,"score_spread":0.2607354018323276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006284282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9702519,0.00022545234,0.0115576,0.011513425,0.003351245,0.0027417918,0.00004736707,0.00010947028,0.00020175976],"genre_scores_gemma":[0.99080914,7.881335e-7,0.008173205,0.00018479615,0.00017632054,0.000097786346,0.00022165055,0.000025347199,0.0003109504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979027,0.000055456385,0.00087601395,0.00054691825,0.00036831532,0.00025062697],"domain_scores_gemma":[0.9976468,0.00032654815,0.000630451,0.0007798851,0.000450074,0.00016624035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007929803,0.00015709079,0.0003498433,0.00007187971,0.00039790347,0.00015693765,0.00011941006,0.000058248213,0.000088038214],"category_scores_gemma":[0.0041268887,0.00011079568,0.00017377482,0.00043109764,0.00025652238,0.00011339368,0.00009207984,0.00013136056,0.000008123333],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044723184,0.0020244282,0.34067726,0.023545269,0.0007873881,0.09178704,0.027186157,0.002484176,0.22286208,0.0011416303,0.2554821,0.031575203],"study_design_scores_gemma":[0.009547276,0.0022645746,0.41711384,0.019749096,0.0065166224,0.13743795,0.0057404926,0.12196604,0.06381893,0.16719939,0.045523047,0.0031227258],"about_ca_topic_score_codex":0.000057566336,"about_ca_topic_score_gemma":0.000101599755,"teacher_disagreement_score":0.20995907,"about_ca_system_score_codex":0.000030764993,"about_ca_system_score_gemma":0.000112658214,"threshold_uncertainty_score":0.49405694},"labels":[],"label_agreement":null},{"id":"W3006583962","doi":"10.2196/15423","title":"Impact of Geriatric Hotlines on Health Care Pathways and Health Status in Patients Aged 75 Years and Older: Protocol for a French Multicenter Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Hotline; Medicine; Geriatrics; Observational study; Referral; Family medicine; Health care; Gerontology; Medical emergency; Psychiatry","score_opus":0.4144327461675049,"score_gpt":0.5798697001037317,"score_spread":0.16543695393622682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006583962","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31731528,0.0000029160724,0.0000018917123,0.0008019757,0.0000017751544,0.68169,0.00016048462,0.000020717891,0.0000050000863],"genre_scores_gemma":[0.17749451,5.703176e-7,0.00055517256,0.00018930461,0.00006104304,0.8215938,0.000060552677,0.000034799014,0.000010235169],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967348,0.00045676655,0.00066199177,0.00054185855,0.00091404316,0.0006905628],"domain_scores_gemma":[0.9981931,0.00022174249,0.00021708033,0.00029578534,0.00052825495,0.0005440695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008462156,0.00020334811,0.0005313586,0.00029978252,0.00010833102,0.000047008933,0.0001248541,0.00007417949,0.000021851627],"category_scores_gemma":[0.0005545287,0.00016526876,0.000061821054,0.000529972,0.00008352117,0.000115500974,0.00014294678,0.00047955045,0.0000019035946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035306893,0.0029765023,0.9487607,0.0049129855,0.00002752543,0.0000049790337,0.014797886,0.0000029637636,0.000031074487,0.0000029184928,0.009262428,0.015689353],"study_design_scores_gemma":[0.03514094,0.04275348,0.9184058,0.0016486708,0.0000010514286,2.8812204e-7,0.00055966375,0.00010549672,0.000012986038,0.0000083581335,0.0012610495,0.00010226708],"about_ca_topic_score_codex":0.00083010644,"about_ca_topic_score_gemma":0.0001988581,"teacher_disagreement_score":0.13990386,"about_ca_system_score_codex":0.00043099208,"about_ca_system_score_gemma":0.0011657685,"threshold_uncertainty_score":0.67394644},"labels":[],"label_agreement":null},{"id":"W3007177803","doi":"10.1016/j.jamda.2020.01.001","title":"Adapting Gerontechnological Development to Hospitalized Frail Older People: Implementation of the ALLEGRO Hospital-Based Geriatric Living Lab","year":2020,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Gerontechnology; Medicine; Activities of daily living; Geriatrics; Gerontology; Geriatric care; Nursing; Physical therapy; Psychiatry","score_opus":0.00958518599293109,"score_gpt":0.2773056526729733,"score_spread":0.26772046668004224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007177803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.917378,0.000062259736,0.0010361789,0.0805544,0.00045659553,0.00043242707,0.0000053552135,0.000036496396,0.00003826025],"genre_scores_gemma":[0.9933516,0.000027807902,0.0024399848,0.003810362,0.000283879,0.000012761352,0.0000019660026,0.000023808361,0.000047838956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959521,0.00034370358,0.0009885461,0.00019736422,0.002200575,0.0003176821],"domain_scores_gemma":[0.9962552,0.0005937977,0.0022345367,0.0001973323,0.00042391513,0.00029519564],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0012733142,0.0001858561,0.0006453975,0.00009690532,0.0001210975,0.000021801327,0.0005156113,0.000116411255,0.00022005156],"category_scores_gemma":[0.013402364,0.00010816965,0.00032061766,0.0012521178,0.000079256526,0.00007351042,0.00019759772,0.0005755105,0.0000058151427],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005938572,0.00021909953,0.94730973,0.000044195436,0.00026437195,0.0000064976402,0.004804682,0.000026633506,0.0013874536,0.000003001971,0.010545114,0.03532984],"study_design_scores_gemma":[0.0010868354,0.0005520908,0.99194944,0.0003547675,0.00015097982,0.000006783776,0.0014795512,0.000160295,0.0027981943,0.0000027297124,0.0013309986,0.00012734528],"about_ca_topic_score_codex":0.0002572173,"about_ca_topic_score_gemma":0.00007660063,"teacher_disagreement_score":0.07674404,"about_ca_system_score_codex":0.00085298106,"about_ca_system_score_gemma":0.00076685153,"threshold_uncertainty_score":0.99490815},"labels":[],"label_agreement":null},{"id":"W3007285443","doi":"10.1200/jco.2020.38.6_suppl.209","title":"Does screening for frailty with the vulnerable elders survey (VES-13) identify older adults with GU malignancy who benefit most from a consultation in a geriatric oncology clinic?","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Geriatric oncology; Internal medicine; Comorbidity; Univariate analysis; Malignancy; Odds ratio; Cancer; Polypharmacy; Geriatrics; Multivariate analysis; Psychiatry","score_opus":0.10888433976611814,"score_gpt":0.42641104836967136,"score_spread":0.31752670860355325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007285443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93319625,0.00042841048,0.0060454872,0.057437524,0.0008012389,0.0015529534,0.000111739515,0.000025625706,0.00040080168],"genre_scores_gemma":[0.9710982,0.0005348066,0.014760659,0.011283326,0.0015598757,0.00006914196,0.000080914644,0.00006888635,0.00054421806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99301416,0.0018203162,0.0033565292,0.0006297709,0.0006361123,0.00054309453],"domain_scores_gemma":[0.96192515,0.032198787,0.0033666545,0.00036314747,0.0015680123,0.00057827804],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0066116564,0.0003535274,0.002537197,0.00016847656,0.00015864523,0.000042465534,0.00046405554,0.00074151566,0.00029620438],"category_scores_gemma":[0.020891847,0.00017329956,0.00033582366,0.00071281235,0.00043171874,0.00029796068,0.00008425488,0.002770306,0.00001781318],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.12833333,0.0024128417,0.5874619,0.00023434321,0.0018689071,0.0015451902,0.0076727076,0.00082276453,0.000079863436,0.000018084143,0.03582083,0.23372923],"study_design_scores_gemma":[0.06543411,0.028648559,0.8800424,0.0010811355,0.00083222584,0.00013858282,0.004804491,0.0012566479,0.000059470927,0.00012200595,0.017255824,0.00032455192],"about_ca_topic_score_codex":0.0011072898,"about_ca_topic_score_gemma":0.01474791,"teacher_disagreement_score":0.2925805,"about_ca_system_score_codex":0.0001700854,"about_ca_system_score_gemma":0.0022476094,"threshold_uncertainty_score":0.9995303},"labels":[],"label_agreement":null},{"id":"W3007306837","doi":"10.1111/ajag.12783","title":"Medication‐related criteria in frailty assessment tools: A narrative review","year":2020,"lang":"en","type":"review","venue":"Australasian Journal on Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"College of Pharmacy, Dalhousie University; Canadian Frailty Network; Dalhousie University","keywords":"Narrative review; Medicine; Frailty syndrome; MEDLINE; Gerontology; Frailty Index; Intensive care medicine","score_opus":0.09911871308159437,"score_gpt":0.4333661766949483,"score_spread":0.33424746361335395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007306837","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000857729,0.9734194,0.000036326488,0.01688062,0.0008085474,0.0018241232,0.000024643941,0.00007299726,0.006924724],"genre_scores_gemma":[0.00016194265,0.9946201,0.0013184556,0.0015126801,0.0005561474,0.00010197507,0.00027664856,0.000113372174,0.0013386749],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943024,0.000921141,0.0025419046,0.0006707191,0.00096665486,0.000597209],"domain_scores_gemma":[0.9967613,0.00035105212,0.0014286261,0.0005678641,0.000145316,0.00074583676],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011740082,0.0007793716,0.0036497444,0.000490433,0.00014504111,0.00014828131,0.0005186044,0.0005035416,0.0026526838],"category_scores_gemma":[0.0015993946,0.00060374616,0.00090545916,0.0010500766,0.00009978058,0.00031274994,0.000075889446,0.0051855296,0.00030425633],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008086632,0.00012361097,0.0000065367503,0.0262187,0.00044531468,0.010259761,0.00060060766,3.850477e-7,0.0000010619596,0.00005566055,0.023892691,0.9383876],"study_design_scores_gemma":[0.00069637835,0.00034011662,0.00023559165,0.3320721,0.000934376,0.0041105407,0.00012483062,0.0000059554623,2.37699e-7,0.000035076406,0.66113824,0.00030654098],"about_ca_topic_score_codex":0.0000031497898,"about_ca_topic_score_gemma":0.0000029767925,"teacher_disagreement_score":0.938081,"about_ca_system_score_codex":0.0012134524,"about_ca_system_score_gemma":0.0015861015,"threshold_uncertainty_score":0.9996414},"labels":[],"label_agreement":null},{"id":"W3007742103","doi":"10.2196/16408","title":"Use of an Abbreviated Geriatric Screening Tool in the Assessment of Older Cancer Patients’ Functional Status, Dependency, and Comorbidities: Cross-Sectional Audit and Observations From a Regional Cancer Center in Australia","year":2020,"lang":"en","type":"article","venue":"JMIR Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Hunter New England Local Health District","keywords":"Medicine; Geriatric oncology; Context (archaeology); Cohort; Audit; Cancer; Disease; Comorbidity; Geriatrics; Family medicine; Gerontology; Internal medicine","score_opus":0.16664811240051655,"score_gpt":0.3796189891171674,"score_spread":0.21297087671665085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3007742103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951562,0.00028673394,0.00004834952,0.0014361712,0.0001605923,0.0007896253,0.0021069415,0.00001064669,0.0000047015646],"genre_scores_gemma":[0.9965796,0.0004842986,0.0006373718,0.0009674607,0.00020535623,0.00051758235,0.00048271034,0.000018297404,0.00010733581],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824804,0.0000889446,0.0005323606,0.00036668143,0.0005370825,0.0002269079],"domain_scores_gemma":[0.9991076,0.00016394739,0.00024015419,0.00014937374,0.0002545417,0.00008437885],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009418412,0.0001758064,0.00031152362,0.000107553205,0.000048247082,0.000036321057,0.000073596064,0.00010571286,0.00094283436],"category_scores_gemma":[0.000042366755,0.0001451729,0.000047986265,0.000372077,0.00014014143,0.00041090386,0.000047686884,0.00030778087,2.4358357e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002712735,0.00023032921,0.99343777,0.0001639459,0.00008141122,0.000003926327,0.0013655231,0.0009389134,0.00044220337,0.000024745857,0.0025697472,0.00047020306],"study_design_scores_gemma":[0.0038407014,0.00012694244,0.9921318,0.0003289431,0.00003796529,0.000001788118,0.00013446964,0.0020384628,0.000028435305,0.000019750038,0.0011762828,0.0001344364],"about_ca_topic_score_codex":0.02985012,"about_ca_topic_score_gemma":0.011168793,"teacher_disagreement_score":0.018681327,"about_ca_system_score_codex":0.00021922987,"about_ca_system_score_gemma":0.00035254008,"threshold_uncertainty_score":0.99997044},"labels":[],"label_agreement":null},{"id":"W3008741380","doi":"10.1186/s13063-020-4100-2","title":"Anticipatory care planning intervention for older adults at risk of functional decline: study protocol for a primary care cluster feasibility randomised trial","year":2020,"lang":"en","type":"article","venue":"Trials","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund; Queen's University; Public Health Agency; Queen's University Belfast","keywords":"Medicine; Intervention (counseling); Advance care planning; Documentation; Protocol (science); Health care; Cluster randomised controlled trial; Family medicine; Nursing; Randomized controlled trial; Alternative medicine; Palliative care","score_opus":0.1953779319045275,"score_gpt":0.45441422372450363,"score_spread":0.2590362918199761,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008741380","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46435466,0.000076309414,0.0026162404,0.00012364305,0.0003782639,0.53204113,0.0003079983,0.00006430575,0.000037452915],"genre_scores_gemma":[0.52859986,3.613082e-7,0.0008589587,0.00018126842,0.0012988902,0.46846882,0.0004646655,0.000047351892,0.00007983075],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9957838,0.00087150297,0.0019515316,0.0006242973,0.00050005474,0.00026879754],"domain_scores_gemma":[0.9952641,0.0023407333,0.0010553971,0.00037207498,0.0007955289,0.00017217711],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0027774707,0.00028469416,0.0015534168,0.00008569694,0.0001238135,0.000018782453,0.00012912607,0.00017923831,0.00012233196],"category_scores_gemma":[0.009707645,0.00022288927,0.0010334741,0.000108910644,0.000051513398,0.00008687917,0.000114894385,0.00016793821,0.000003546001],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9453852,0.0009902933,0.023738725,0.0075904587,0.00043813075,0.0000025105496,0.01278652,0.000061375555,0.00020823973,4.2699045e-7,0.0031108567,0.0056872414],"study_design_scores_gemma":[0.94573903,0.009477146,0.034130093,0.0010224232,0.0012976668,0.000001322752,0.0052810507,0.00023190488,0.001753959,0.000009606204,0.0008490616,0.00020674219],"about_ca_topic_score_codex":0.000020964417,"about_ca_topic_score_gemma":0.000032356802,"teacher_disagreement_score":0.06424518,"about_ca_system_score_codex":0.00028385138,"about_ca_system_score_gemma":0.00024282512,"threshold_uncertainty_score":0.998634},"labels":[],"label_agreement":null},{"id":"W3008770125","doi":"10.1016/j.mad.2020.111217","title":"Frailty—A promising concept to evaluate disease vulnerability","year":2020,"lang":"en","type":"review","venue":"Mechanisms of Ageing and Development","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Fuel Cell Technologies Program","keywords":"Life expectancy; Disease; Dementia; Gerontology; Vulnerability (computing); Medicine; Quality of life (healthcare); Environmental health; Population; Pathology","score_opus":0.07985261659095078,"score_gpt":0.35718782819419254,"score_spread":0.27733521160324176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008770125","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010474424,0.9805581,0.015317525,0.0005890769,0.0003083274,0.0027743708,0.00004822863,0.00013563597,0.00016400879],"genre_scores_gemma":[0.0008556829,0.87111115,0.12494137,0.0006788987,0.00018656037,0.00044435772,0.00031493048,0.00016740765,0.0012996455],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970549,0.00014737579,0.00096948026,0.00081040215,0.00065519114,0.00036267357],"domain_scores_gemma":[0.9982166,0.00013577454,0.00027819775,0.00045443288,0.0001480898,0.0007668999],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00054713845,0.00052967516,0.0020123601,0.00017014863,0.00012279408,0.000036027315,0.00018734837,0.00017868259,0.000115045754],"category_scores_gemma":[0.00073235563,0.0004298144,0.0002022045,0.00025446023,0.00005135764,0.000042494637,0.00030360708,0.0003807813,0.00006736123],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037616708,0.00006519128,0.0000016066017,0.018446779,0.00018835808,0.00021682777,0.0007609397,0.000001298664,0.0000153748,0.00008143487,0.00026928404,0.97991526],"study_design_scores_gemma":[0.0007278051,0.00023578097,0.00012682093,0.034260638,0.0007849286,0.000037789614,0.00006157684,0.000015166719,0.0004139595,0.0003834116,0.9623929,0.00055921474],"about_ca_topic_score_codex":0.000014757544,"about_ca_topic_score_gemma":0.0000025845704,"teacher_disagreement_score":0.97935605,"about_ca_system_score_codex":0.00025228658,"about_ca_system_score_gemma":0.001482825,"threshold_uncertainty_score":0.99981534},"labels":[],"label_agreement":null},{"id":"W3009190269","doi":"10.6004/jnccn.2019.7355","title":"Screening Tool Identifies Older Adults With Cancer at Risk for Poor Outcomes","year":2020,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Cancer Institute","keywords":"Medicine; Quality of life (healthcare); Depression (economics); Internal medicine; Cancer","score_opus":0.04537247242861947,"score_gpt":0.3190493510386566,"score_spread":0.27367687861003714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009190269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9036654,0.0122553045,0.0026500423,0.076701194,0.0025025643,0.001694792,0.00036974016,0.000042446558,0.000118499986],"genre_scores_gemma":[0.96611446,0.0005252065,0.004203888,0.023253722,0.004573542,0.000080317914,0.000010434346,0.0000554936,0.0011829319],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.997846,0.00006835301,0.0005331102,0.00022539092,0.0010517011,0.0002754566],"domain_scores_gemma":[0.9956766,0.000597579,0.00087557954,0.00011070434,0.0025865478,0.00015300514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012764614,0.00021996268,0.0005018412,0.000051198742,0.0002723358,0.000033970202,0.0002680761,0.00007256164,0.00020819118],"category_scores_gemma":[0.0003606588,0.00013247695,0.00034644236,0.000306976,0.00009887194,0.00015887644,0.000100912206,0.00043379673,0.0000030275235],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007258896,0.00006140166,0.28679514,0.00029501828,0.0021974004,0.000016171804,0.0013059587,0.15977612,0.0003414048,0.000036658566,0.53675747,0.0051583657],"study_design_scores_gemma":[0.012950106,0.00044767343,0.89686203,0.0029983069,0.00094524777,0.00013912727,0.00035529348,0.008506295,0.00090166024,0.00021059059,0.075323924,0.00035977107],"about_ca_topic_score_codex":0.000039234223,"about_ca_topic_score_gemma":0.000085577725,"teacher_disagreement_score":0.6100669,"about_ca_system_score_codex":0.00031795248,"about_ca_system_score_gemma":0.000288739,"threshold_uncertainty_score":0.5402253},"labels":[],"label_agreement":null},{"id":"W3009207228","doi":"10.1007/s00134-020-05963-1","title":"Focus on the frail and elderly: who should have a trial of ICU treatment?","year":2020,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Pain medicine; Anesthesiology; Intensive care medicine; Focus (optics); MEDLINE; Emergency medicine; Medical emergency; Psychiatry","score_opus":0.07769402084033922,"score_gpt":0.32780515309486286,"score_spread":0.25011113225452364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009207228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5140962,0.0025851075,0.000048344813,0.4719336,0.00044350183,0.0018175449,0.00004502147,0.00006624834,0.008964417],"genre_scores_gemma":[0.9701127,0.00028160034,0.000022721626,0.027750922,0.0010551226,0.00005048292,0.000028143511,0.000035072862,0.0006632508],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9984213,0.0000738443,0.00040177102,0.00038114504,0.00048443754,0.00023746907],"domain_scores_gemma":[0.9968608,0.00068950414,0.00013884417,0.00042421778,0.0016259224,0.00026073115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008273635,0.0002846295,0.0008150252,0.00008334201,0.000051096587,0.000006058915,0.00011206089,0.00012950785,0.00021893941],"category_scores_gemma":[0.0063018743,0.00014841958,0.00012614489,0.00016676122,0.00051383226,0.000025855603,0.00004602951,0.00031855633,0.000017862209],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.08443298,0.00024843117,0.0056864168,0.0005593232,0.0015054988,0.00158083,0.1858246,0.0000033808533,0.012091925,0.0012139481,0.4294366,0.27741608],"study_design_scores_gemma":[0.3200963,0.17996767,0.0048389835,0.0051868837,0.0026487345,0.0003284327,0.29700512,0.00038243126,0.05648094,0.0006158331,0.1317085,0.0007401656],"about_ca_topic_score_codex":0.00043314617,"about_ca_topic_score_gemma":0.000078341356,"teacher_disagreement_score":0.45601648,"about_ca_system_score_codex":0.00009228366,"about_ca_system_score_gemma":0.00008850263,"threshold_uncertainty_score":0.75443876},"labels":[],"label_agreement":null},{"id":"W3009502260","doi":"10.1111/acem.13953","title":"Inter‐rater Reliability of Clinical Frailty Scores for Older Patients in the Emergency Department","year":2020,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality","keywords":"Emergency department; Medicine; Geriatrics; Gerontology; Vulnerability (computing); Geriatric Depression Scale; Depression (economics); Anxiety; Psychiatry","score_opus":0.11208530337008606,"score_gpt":0.42303504815692383,"score_spread":0.3109497447868378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009502260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9623738,0.0012003594,0.0004208937,0.030074505,0.0024214266,0.0024746305,0.000049966056,0.00004507748,0.0009393504],"genre_scores_gemma":[0.99148995,0.0038463923,0.0001861683,0.0024003352,0.0013502222,0.00020826548,0.00020073543,0.000039569095,0.00027836458],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99434805,0.0002804137,0.003456083,0.0006866518,0.0007600957,0.00046872735],"domain_scores_gemma":[0.99769986,0.00036749837,0.00058669137,0.0006395658,0.0004024819,0.00030390586],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019436952,0.00032630522,0.00092022214,0.00009082843,0.000047289046,3.13633e-7,0.0005772101,0.00035427054,0.0021487386],"category_scores_gemma":[0.009089322,0.00019740999,0.0002874413,0.0005608205,0.00024546726,0.000118335476,0.00011562492,0.0010876104,0.000032507243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042700485,0.00030302047,0.81478137,0.00044212458,0.00005117266,0.0000022034856,0.003393166,0.0000017757599,0.00014467681,0.000036936806,0.17772426,0.0026922682],"study_design_scores_gemma":[0.005606272,0.0022479359,0.9567094,0.00038470875,0.00025448092,0.0000017785476,0.0005245125,0.00038226577,0.00032388762,0.0006548029,0.032702725,0.00020726798],"about_ca_topic_score_codex":0.00012182923,"about_ca_topic_score_gemma":0.000036358295,"teacher_disagreement_score":0.14502153,"about_ca_system_score_codex":0.000040481373,"about_ca_system_score_gemma":0.00007987613,"threshold_uncertainty_score":0.99925756},"labels":[],"label_agreement":null},{"id":"W3010164354","doi":"10.1186/s12877-020-1490-7","title":"Pre-frailty factors in community-dwelling 40–75 year olds: opportunities for successful ageing","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Institute of Mental Health; Flinders University; National Institutes of Health; John D. and Catherine T. MacArthur Foundation","keywords":"Medicine; Grip strength; Sarcopenia; Gerontology; Weight loss; Balance (ability); Frailty syndrome; Trunk; Physical therapy; Frailty Index; Internal medicine; Obesity","score_opus":0.14557884032915808,"score_gpt":0.31673281441788875,"score_spread":0.17115397408873068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010164354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844252,0.00024181475,0.011407841,0.0012874119,0.0002906595,0.0009528606,0.00008124582,0.00020699605,0.0011059772],"genre_scores_gemma":[0.9911979,0.000121426296,0.0062328205,0.00091751583,0.0004101029,0.000045347388,0.00022998964,0.0000760687,0.00076883927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981832,0.00025662172,0.0005344412,0.00027208662,0.00031971768,0.00043394289],"domain_scores_gemma":[0.9978635,0.0010976382,0.00016534374,0.0004461194,0.00014135416,0.00028604665],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00070095604,0.000262684,0.0004813446,0.00019678246,0.0001655164,0.00006676839,0.000331467,0.00019733033,0.000092549686],"category_scores_gemma":[0.002192426,0.00026233462,0.00016259105,0.00042756478,0.00006276728,0.00018134735,0.00013784989,0.0006057749,0.0000134285065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015744986,0.00077650236,0.9090518,0.00867849,0.00017692664,0.00021981495,0.042392544,0.0017796133,0.0016715339,0.00047396516,0.022847334,0.0103569785],"study_design_scores_gemma":[0.026085228,0.0050427928,0.55732095,0.0017612374,0.0009911626,0.00004369796,0.13270842,0.037239227,0.009283382,0.0015068144,0.2245598,0.0034572715],"about_ca_topic_score_codex":0.0005146741,"about_ca_topic_score_gemma":0.00030122473,"teacher_disagreement_score":0.35173082,"about_ca_system_score_codex":0.00010484124,"about_ca_system_score_gemma":0.00021641678,"threshold_uncertainty_score":0.9999829},"labels":[],"label_agreement":null},{"id":"W3010328887","doi":"10.1002/jcsm.12534","title":"Efficacy of multidomain interventions to improve physical frailty, depression and cognition: data from cluster‐randomized controlled trials","year":2020,"lang":"en","type":"article","venue":"Journal of Cachexia Sarcopenia and Muscle","topic":"Frailty in Older Adults","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Health Promotion Administration, Ministry of Health and Welfare; Taipei Veterans General Hospital; Ministry of Health and Welfare","keywords":"Medicine; Psychological intervention; Mood; Randomized controlled trial; Physical therapy; Gerontology; Cognition; Montreal Cognitive Assessment; Intervention (counseling); Malnutrition; Clinical psychology; Psychiatry; Cognitive impairment","score_opus":0.09175134718626775,"score_gpt":0.3805814477701033,"score_spread":0.2888301005838355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010328887","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98035973,0.0026357463,0.005262316,0.008842946,0.00020404937,0.0022803748,0.00022300394,0.000013298288,0.00017852806],"genre_scores_gemma":[0.9931825,0.00019307436,0.005137453,0.0006568312,0.00068770675,0.000018659404,0.00004984605,0.000020994727,0.000052941257],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99685514,0.0007124995,0.0015824114,0.00029165228,0.00040862503,0.0001496427],"domain_scores_gemma":[0.9937855,0.0042094006,0.0010166834,0.00029409875,0.0002509474,0.00044337029],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0021970645,0.00019870322,0.0031443862,0.00010645443,0.000050467002,0.000050790746,0.00021839801,0.00008606138,0.00012512902],"category_scores_gemma":[0.0150192,0.00012675092,0.0006127491,0.00010463541,0.00013310819,0.00024331227,0.00030767734,0.000306619,0.0000058970772],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5101267,0.0011777198,0.00030020985,0.0005316326,0.0025744007,0.00009545281,0.003399146,0.0000143123225,0.39633468,0.0000150874685,0.0076695527,0.07776111],"study_design_scores_gemma":[0.96142143,0.0013722415,0.011729246,0.002689872,0.006759539,0.000060305,0.00050066505,0.0046504107,0.009325535,0.00032932422,0.00092548213,0.00023594184],"about_ca_topic_score_codex":0.000039289556,"about_ca_topic_score_gemma":0.000010303538,"teacher_disagreement_score":0.45129475,"about_ca_system_score_codex":0.000013781948,"about_ca_system_score_gemma":0.00008740551,"threshold_uncertainty_score":0.9932777},"labels":[],"label_agreement":null},{"id":"W3010594542","doi":"","title":"Evaluating the TTAG project: four years of longitudinal exposure to geriatric medicine at McGill university","year":2008,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatrics; Gerontology; Family medicine; Psychiatry","score_opus":0.07240076217676979,"score_gpt":0.3308114035862704,"score_spread":0.25841064140950065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010594542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901435,0.0002927274,0.000101982936,0.0084141055,0.00043270955,0.00042453792,0.000028447874,0.00001425684,0.00014772649],"genre_scores_gemma":[0.9884798,0.00096667843,0.0069848504,0.00085174065,0.0006776576,0.0000011249858,9.565416e-7,0.000029678806,0.0020074912],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99736613,0.00023745942,0.0006156484,0.00021650796,0.001253852,0.00031039378],"domain_scores_gemma":[0.9964973,0.00048103597,0.001641441,0.00053982384,0.0006777629,0.0001626751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012667036,0.0001874533,0.00066152506,0.0001346201,0.00034406406,0.000003440005,0.0006095824,0.00006220387,0.000031044343],"category_scores_gemma":[0.0010209156,0.000114997005,0.0006625547,0.0022406785,0.0004959392,0.0000825539,0.00031893802,0.00051167415,0.0000046311998],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045238324,0.00080978,0.27392703,0.00039853732,0.0025517007,0.00061591103,0.031899363,0.0039157616,0.073711,0.00003864823,0.5673813,0.04022712],"study_design_scores_gemma":[0.0048116543,0.0069878655,0.95738256,0.00019877177,0.0013590228,0.0040053,0.005102266,0.00031155313,0.00052410515,0.000032912743,0.018962916,0.00032105763],"about_ca_topic_score_codex":0.0004907291,"about_ca_topic_score_gemma":0.00001157643,"teacher_disagreement_score":0.6834555,"about_ca_system_score_codex":0.0007592065,"about_ca_system_score_gemma":0.00043581027,"threshold_uncertainty_score":0.46894416},"labels":[],"label_agreement":null},{"id":"W3010797324","doi":"10.1038/s41391-020-0225-3","title":"Preoperative frailty predicts adverse short-term postoperative outcomes in patients treated with radical prostatectomy","year":2020,"lang":"en","type":"article","venue":"Prostate Cancer and Prostatic Diseases","topic":"Frailty in Older Adults","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Medicine; Prostatectomy; Comorbidity; Poisson regression; Prostate cancer; Logistic regression; Body mass index; Internal medicine; Adverse effect; Proportional hazards model; Surgery; Cancer; Population","score_opus":0.016901421123786682,"score_gpt":0.2789260181397211,"score_spread":0.26202459701593445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010797324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883691,0.000652592,0.00000898534,0.0031360597,0.00004495974,0.005302069,0.0021094563,0.0001574721,0.00021930055],"genre_scores_gemma":[0.9949948,0.00024548586,0.00022998049,0.0021391304,0.000034899025,0.0011612722,0.0006844048,0.00007136434,0.00043865503],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99746,0.0001022425,0.00051496725,0.00081117736,0.00055467297,0.0005569533],"domain_scores_gemma":[0.9984769,0.000105764135,0.00009731858,0.00023339168,0.0002993734,0.00078724395],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000047952868,0.0005097914,0.0007776452,0.00010949863,0.00012216483,0.00006774037,0.000102158854,0.000078920675,0.00014467348],"category_scores_gemma":[0.00023206248,0.00035008704,0.00007040418,0.0004070181,0.00043578437,0.00046639744,0.00008113851,0.00032187146,0.000009897862],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005887987,0.00063382473,0.9764733,0.00063422066,0.00024104316,0.00020631064,0.0089402385,0.000031958018,0.00006657932,0.000012308897,0.0003403256,0.0065319147],"study_design_scores_gemma":[0.013756858,0.003680049,0.9790685,0.0006801706,0.00032694227,0.000005782465,0.00058405404,0.0004202252,0.00078835257,0.000018713117,0.00021935551,0.0004509868],"about_ca_topic_score_codex":0.0000943384,"about_ca_topic_score_gemma":0.00004709468,"teacher_disagreement_score":0.008356185,"about_ca_system_score_codex":0.00015827731,"about_ca_system_score_gemma":0.0004476614,"threshold_uncertainty_score":0.9998951},"labels":[],"label_agreement":null},{"id":"W3010878761","doi":"10.1136/bmjopen-2019-035339","title":"Older adults’ understandings and perspectives on frailty in community and residential aged care: an interpretive description","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Canadian Institutes of Health Research; Medical Research Council; University of Adelaide; National Health and Medical Research Council; Resthaven Incorporated","keywords":"Medicine; Gerontology; Aged care","score_opus":0.12568150863701236,"score_gpt":0.3834684533227334,"score_spread":0.25778694468572105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010878761","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875964,0.00013345195,0.0001225695,0.005551617,0.000042725213,0.0036430273,0.000018894323,0.000035160643,0.002856178],"genre_scores_gemma":[0.9980365,0.000023550654,0.00042310322,0.0012344106,0.000064096195,0.00009358193,0.000027495033,0.000021221536,0.00007606663],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987788,0.00035702228,0.00019941608,0.00032171252,0.00018841776,0.00015461534],"domain_scores_gemma":[0.9992992,0.00010963267,0.000066296125,0.00028172802,0.00006539097,0.0001777122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003280011,0.00014882891,0.00028742707,0.00007489831,0.00013830989,0.0001431955,0.00018235132,0.00008956789,0.0000712817],"category_scores_gemma":[0.00064625626,0.00014101989,0.000022424418,0.00012598273,0.00019482306,0.00041572287,0.00034892096,0.00052753347,0.000005169584],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006436036,0.00020298109,0.03246038,0.00039002093,0.000050019902,0.000079795915,0.9549317,0.0000010649284,0.0011495583,0.00033904926,0.0018389834,0.002120437],"study_design_scores_gemma":[0.0047546155,0.0016958271,0.4748143,0.001846696,0.0000318991,0.00002496767,0.5159395,0.00017389827,0.00038663018,0.00013270615,0.000021445987,0.00017752625],"about_ca_topic_score_codex":0.003341577,"about_ca_topic_score_gemma":0.0037252917,"teacher_disagreement_score":0.4423539,"about_ca_system_score_codex":0.0002250982,"about_ca_system_score_gemma":0.000066671986,"threshold_uncertainty_score":0.5750624},"labels":[],"label_agreement":null},{"id":"W3010888640","doi":"10.1093/infdis/jiaa092","title":"Frailty Hinders Recovery From Influenza and Acute Respiratory Illness in Older Adults","year":2020,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Frailty in Older Adults","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint John Regional Hospital; McGill University; Mount Sinai Hospital; University of British Columbia; McMaster University; Toronto East General Hospital; Dalhousie University; Health Sciences North; Centre hospitalier universitaire de Québec; Nova Scotia Health Authority; Centres Intégré Universitaires de Santé et de Services Sociaux; Izaak Walton Killam Health Centre","funders":"Canadian Institutes of Health Research; Public Health Agency of Canada","keywords":"Medicine; Odds ratio; Confidence interval; Logistic regression; Vaccination; Odds; Internal medicine; Pediatrics; Immunology","score_opus":0.020400770674454505,"score_gpt":0.28176205059678877,"score_spread":0.26136127992233427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010888640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935755,0.0037413554,0.00008594567,0.0018205855,0.00024019388,0.00028015047,0.000055966004,0.00003755597,0.0001627526],"genre_scores_gemma":[0.9861249,0.0003727511,0.000018818175,0.01302745,0.00041286222,0.000004064695,0.0000027370631,0.000027664455,0.000008784272],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985891,0.00017968196,0.00051923253,0.00015744398,0.000353808,0.00020072334],"domain_scores_gemma":[0.9985536,0.00039549125,0.00032261308,0.00021173507,0.00016420605,0.00035241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017643902,0.0001873366,0.00041414943,0.00013056351,0.00007770764,0.000030202982,0.00014728472,0.0000852641,0.00012880785],"category_scores_gemma":[0.0008519762,0.00012708547,0.00012742775,0.00025225073,0.00013637508,0.0002925189,0.000068399735,0.00047916558,0.000014357448],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0070984033,0.0005369002,0.9365092,0.00020428184,0.0008631191,0.0006473418,0.010120493,0.00032991896,0.0012229384,0.000006180587,0.012850033,0.029611174],"study_design_scores_gemma":[0.010910097,0.0012498805,0.9809393,0.00085927587,0.00080752146,0.00021216169,0.0016475585,0.00009315889,0.0006017953,0.00043231365,0.0020011219,0.0002457958],"about_ca_topic_score_codex":0.00016240834,"about_ca_topic_score_gemma":0.000069440466,"teacher_disagreement_score":0.044430107,"about_ca_system_score_codex":0.000100795056,"about_ca_system_score_gemma":0.00019997529,"threshold_uncertainty_score":0.5182395},"labels":[],"label_agreement":null},{"id":"W3011494909","doi":"10.2196/17363","title":"Learning Integrated Health System to Mobilize Context-Adapted Knowledge With a Wiki Platform to Improve the Transitions of Frail Seniors From Hospitals and Emergency Departments to the Community (LEARNING WISDOM): Protocol for a Mixed-Methods Implementation Study","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Schwartz/Reisman Emergency Medicine Institute; Mount Sinai Hospital; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centres Intégré Universitaires de Santé et de Services Sociaux; Sinai Health System; Sante Montreal; University of Toronto; Université de Sherbrooke; Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Canadian Respiratory Research Network; Hôpital du Saint-Sacrement; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; University Health Network; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Institut National d'Excellence en Santé et en Services Sociaux; Université de Montréal; Université Laval; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean","funders":"Canadian Institutes of Health Research","keywords":"Context (archaeology); Emergency department; Health care; Focus group; Nursing; Suite; Medicine; Psychology; Business; Marketing","score_opus":0.18258688782986848,"score_gpt":0.5613626659483112,"score_spread":0.3787757781184427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011494909","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12561697,0.0000018822183,0.008412746,0.0053029237,0.000009146553,0.8603667,0.00014339342,0.0001110665,0.00003520058],"genre_scores_gemma":[0.27971742,7.2450014e-8,0.003814736,0.000120785044,0.00006778491,0.71611494,0.00003834655,0.000055442804,0.00007047937],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9928199,0.0040806425,0.0009584828,0.0005839088,0.0008299264,0.00072711566],"domain_scores_gemma":[0.99612814,0.0010237044,0.0002591443,0.000652176,0.0012485579,0.00068828935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054317387,0.00033961376,0.00068507344,0.00020082029,0.001217091,0.00010248401,0.00049742893,0.00008209968,0.000056522924],"category_scores_gemma":[0.0010670961,0.0002012312,0.0000935365,0.0014758831,0.00011946488,0.00014906428,0.00033437734,0.001469925,0.00001500055],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021362849,0.0031669044,0.01879471,0.006061422,0.0007823319,0.000009967168,0.48785284,0.00031143593,0.013248289,0.000086050655,0.016483953,0.43183926],"study_design_scores_gemma":[0.023477709,0.15919155,0.043080073,0.0051667467,0.000057284236,0.00000846548,0.59311056,0.0033529736,0.006469432,0.000022464386,0.16553469,0.0005280427],"about_ca_topic_score_codex":0.0022177584,"about_ca_topic_score_gemma":0.0059593986,"teacher_disagreement_score":0.43131122,"about_ca_system_score_codex":0.00036945302,"about_ca_system_score_gemma":0.0006325778,"threshold_uncertainty_score":0.9361003},"labels":[],"label_agreement":null},{"id":"W3011542322","doi":"10.1007/s10522-020-09863-1","title":"Informative frailty indices from binarized biomarkers","year":2020,"lang":"en","type":"article","venue":"Biogerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Quantile; Robustness (evolution); Frailty Index; Biomarker; National Health and Nutrition Examination Survey; Data mining; Health data; Computer science; Biomarker discovery; Medicine; Statistics; Artificial intelligence; Econometrics; Machine learning; Mathematics; Gerontology; Proteomics; Environmental health; Population; Biology; Health care","score_opus":0.056927853616757756,"score_gpt":0.29930500615675887,"score_spread":0.2423771525400011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011542322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9463037,0.00090932,0.0007645254,0.033696998,0.00044793892,0.00054225203,0.00016253447,0.00033218152,0.016840536],"genre_scores_gemma":[0.986338,0.000037471393,0.0050527807,0.007908918,0.0002162861,0.000024413428,0.0002806338,0.00001976175,0.000121736986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875325,0.00006357691,0.0003572538,0.00030694643,0.00019776766,0.0003212247],"domain_scores_gemma":[0.9990662,0.00015953742,0.00014734328,0.00026159547,0.000063564185,0.00030177255],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000060593116,0.00019877499,0.0004559425,0.00008576185,0.00005400468,0.000014371421,0.00018259163,0.00024915443,0.0012910893],"category_scores_gemma":[0.00036336677,0.0001704222,0.00010610738,0.00022303165,0.00022432106,0.00015378052,0.00009216544,0.00020895172,0.00090754044],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01135663,0.00060930016,0.4004514,0.00043805316,0.004276279,0.0010288263,0.05298023,0.0000016581445,0.104894914,0.0011261489,0.2823715,0.14046508],"study_design_scores_gemma":[0.018331343,0.0038349063,0.53870326,0.00016930263,0.00049533776,0.00014963563,0.004986601,0.001775442,0.026768358,0.00045693244,0.40341476,0.0009141258],"about_ca_topic_score_codex":0.00082940026,"about_ca_topic_score_gemma":0.000100616744,"teacher_disagreement_score":0.13955095,"about_ca_system_score_codex":0.000057347675,"about_ca_system_score_gemma":0.00010802987,"threshold_uncertainty_score":0.99987036},"labels":[],"label_agreement":null},{"id":"W3011600407","doi":"10.1111/jgs.16384","title":"Long‐Term Survival and Risk of Institutionalization in Onco‐Geriatric Surgical Patients: Long‐Term Results of the PREOP Study","year":2020,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Medicine; Hazard ratio; Interquartile range; Confidence interval; Odds ratio; Cohort; Cohort study; Internal medicine; Risk assessment; Surgery","score_opus":0.017445009930387247,"score_gpt":0.28119922281384707,"score_spread":0.26375421288345985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011600407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970585,0.0003495836,0.0001303239,0.0012754634,0.00041388115,0.0006260693,0.00008226559,0.0000066185303,0.00005730998],"genre_scores_gemma":[0.9974291,0.00185938,0.00024771303,0.000106763546,0.00030550218,0.000002269544,0.000005280728,0.000018502918,0.000025510602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99679315,0.00049896626,0.0012361828,0.00022264285,0.0010486153,0.00020042156],"domain_scores_gemma":[0.9957284,0.0003530255,0.0028474848,0.00036065502,0.0005660504,0.00014438674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094608864,0.00019336402,0.0007332966,0.000075064534,0.00008966253,0.000017087981,0.00042118013,0.000071747665,0.0000064423916],"category_scores_gemma":[0.0013745064,0.000115587085,0.00047113045,0.0017707732,0.00044559877,0.00013627255,0.00027824068,0.0005609878,3.9314182e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010599141,0.0008893325,0.9904462,0.00010740838,0.00027361244,0.000009971895,0.004270567,0.00034506543,0.000069402675,0.00000357946,0.0005316155,0.0019933323],"study_design_scores_gemma":[0.007817094,0.001305175,0.98920655,0.00009321305,0.00050154625,0.000027617565,0.00068787386,0.00009078955,0.000092391536,0.00000849087,0.00006554192,0.00010368401],"about_ca_topic_score_codex":0.00019193941,"about_ca_topic_score_gemma":0.000039443712,"teacher_disagreement_score":0.00675718,"about_ca_system_score_codex":0.00020499366,"about_ca_system_score_gemma":0.0004055594,"threshold_uncertainty_score":0.47135046},"labels":[],"label_agreement":null},{"id":"W3011643365","doi":"","title":"Contribution of Frailty Markers in Explaining Differences Among Individuals in Five Samples of Older Persons","year":2012,"lang":"en","type":"article","venue":"Digital Academic REpository of VU University Amsterdam (Vrije Universiteit Amsterdam)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Université de Sherbrooke; Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; McGill University Health Centre; Université de Montréal; Jewish General Hospital","funders":"","keywords":"Medicine; Gerontology; Mood; Frailty Index; Cognition; Construct (python library); Clinical psychology; Psychiatry","score_opus":0.01972689211823867,"score_gpt":0.24041828704974336,"score_spread":0.2206913949315047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011643365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99084276,0.00019771732,0.00011594317,0.000121196346,0.00017106264,0.00067584304,0.00025784853,0.00004104534,0.0075765937],"genre_scores_gemma":[0.99757355,0.000055469263,0.00016438194,0.000018948715,0.00004186842,6.005684e-7,0.00011476431,0.000022691962,0.0020077138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99710894,0.00021679672,0.0008554232,0.000488927,0.0006890154,0.00064089976],"domain_scores_gemma":[0.99760324,0.0005160091,0.0009058861,0.00041456963,0.0002598126,0.0003004981],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003665259,0.0003869737,0.0010833795,0.001296018,0.00008792573,0.000013585967,0.00055142917,0.0005488629,0.000045393437],"category_scores_gemma":[0.00022358027,0.000438599,0.00030536126,0.0007705513,0.00093141804,0.0021107423,0.00039892376,0.0007485098,0.0000023474731],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007483609,0.00040778637,0.97532314,0.0002666329,0.00020828939,0.0000819025,0.0175534,0.000029856348,0.004351387,0.00015991955,0.00020373917,0.0006655844],"study_design_scores_gemma":[0.004750989,0.0003805937,0.9493857,0.002149898,0.00019035066,0.00005333606,0.03491818,0.00010022064,0.0073303175,0.00001795929,0.00036177886,0.00036069157],"about_ca_topic_score_codex":0.00054714165,"about_ca_topic_score_gemma":0.000048712853,"teacher_disagreement_score":0.025937459,"about_ca_system_score_codex":0.00050275936,"about_ca_system_score_gemma":0.00015062085,"threshold_uncertainty_score":0.9998066},"labels":[],"label_agreement":null},{"id":"W3011965826","doi":"10.1111/nhs.12713","title":"The Reported Edmonton Frail <scp>Scale‐Thai</scp> version: Development and Validation of a <scp>Culturally‐Sensitive</scp> Instrument","year":2020,"lang":"en","type":"article","venue":"Nursing and Health Sciences","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Reliability (semiconductor); Confirmatory factor analysis; Gerontology; Medicine; Vulnerability (computing); Content validity; Clinical psychology; Psychometrics; Psychology; Structural equation modeling; Computer science","score_opus":0.06545076997435115,"score_gpt":0.32906474531609275,"score_spread":0.2636139753417416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011965826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96089554,0.001313538,0.00007179716,0.034380764,0.00025802004,0.00039417658,0.0000027225965,0.000047413283,0.002636013],"genre_scores_gemma":[0.9936657,0.0005030396,0.0041014827,0.0012816668,0.00009158254,0.000005719613,0.000013314728,0.0000066832813,0.00033080642],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980585,0.00006871611,0.00046774372,0.000407716,0.00062326225,0.00037405008],"domain_scores_gemma":[0.99883044,0.00024995944,0.0003126813,0.000117853495,0.00013508892,0.00035398806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009321518,0.00014643153,0.00028538,0.00006093641,0.00085572415,0.00007242527,0.00008743839,0.00006674981,0.0000010854109],"category_scores_gemma":[0.0003795911,0.00009732671,0.000028059841,0.0003723794,0.0006284565,0.00015070618,0.000035363802,0.00016839673,0.0000028704003],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006714768,0.0003580503,0.15624332,0.0011257972,0.000116695715,0.00003928771,0.26554507,0.000036862188,0.007460893,0.00047451755,0.064829946,0.5037024],"study_design_scores_gemma":[0.0026726376,0.0027227788,0.7785677,0.0032759174,0.00009079162,0.00035108972,0.08920479,0.0027734055,0.062387865,0.00026072658,0.057581525,0.00011081335],"about_ca_topic_score_codex":0.00011278348,"about_ca_topic_score_gemma":0.000033392338,"teacher_disagreement_score":0.62232435,"about_ca_system_score_codex":0.00010839341,"about_ca_system_score_gemma":0.00047779636,"threshold_uncertainty_score":0.6581625},"labels":[],"label_agreement":null},{"id":"W3012021274","doi":"10.1016/j.jamda.2020.01.004","title":"Frailty Index Status of Canadian Home Care Clients Improves With Exercise Therapy and Declines in the Presence of Polypharmacy","year":2020,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Horizon 2020","keywords":"Polypharmacy; Medicine; Gerontology; Frailty Index; Index (typography); Physical therapy; Intensive care medicine","score_opus":0.019269449940091436,"score_gpt":0.2935508813465176,"score_spread":0.27428143140642613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012021274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868612,0.0010477441,0.0000037720993,0.011652192,0.00010961522,0.00024613447,0.000020163267,0.00000314795,0.000056012308],"genre_scores_gemma":[0.99520904,0.0030761426,0.00007778913,0.0014952591,0.00011502547,0.0000026828416,0.0000019926738,0.000010788596,0.000011265061],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977664,0.00022246741,0.0004664824,0.000100267134,0.0012054793,0.000238932],"domain_scores_gemma":[0.9977116,0.00042388556,0.0010729597,0.00012208366,0.00030896702,0.00036049026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043650955,0.00010517809,0.00046713123,0.00016823737,0.000032904063,0.000009174492,0.00026113464,0.00005082403,0.000015675334],"category_scores_gemma":[0.0028331806,0.000053446154,0.000086919856,0.00092590414,0.00020959761,0.000076125085,0.000025130585,0.00042939468,1.58564e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040480812,0.000060703158,0.93570095,0.000038390193,0.00008566663,0.000013823612,0.006416158,0.0000060880775,0.0008397103,7.749139e-7,0.00080473686,0.055628177],"study_design_scores_gemma":[0.0017948637,0.00051483774,0.99306077,0.00030081253,0.000071525465,0.000007887559,0.0020128377,0.00014445718,0.00089766976,0.0000063662515,0.0011327883,0.000055173117],"about_ca_topic_score_codex":0.07185243,"about_ca_topic_score_gemma":0.0104848975,"teacher_disagreement_score":0.06136753,"about_ca_system_score_codex":0.00018936108,"about_ca_system_score_gemma":0.00076491915,"threshold_uncertainty_score":0.9343282},"labels":[],"label_agreement":null},{"id":"W3012726802","doi":"10.1186/s12877-020-1459-6","title":"Perspectives of older adults, caregivers, and healthcare providers on frailty screening: a qualitative study","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"Canadian Frailty Network; Government of Canada","keywords":"Medicine; Thematic analysis; Focus group; Qualitative research; Health care; Gerontology; Coding (social sciences); MEDLINE; Nursing","score_opus":0.05661531343146124,"score_gpt":0.34565503519649404,"score_spread":0.2890397217650328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3012726802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853787,0.001713234,0.0008149012,0.009330055,0.00007752669,0.0022864635,0.000083787934,0.00010834341,0.00020703393],"genre_scores_gemma":[0.99477917,0.00006017146,0.004496189,0.00028371956,0.00017216076,0.00003453482,0.000018067629,0.000037264366,0.00011873284],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99794525,0.00027259678,0.00037200126,0.00059903425,0.00054788205,0.000263249],"domain_scores_gemma":[0.9984336,0.0003468669,0.00021298886,0.00031034873,0.00037744705,0.0003187305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021589233,0.00024415783,0.0005134667,0.00014313273,0.000075469005,0.000018028115,0.000115851566,0.00010738299,0.00003499924],"category_scores_gemma":[0.0011497339,0.00022222595,0.00010316937,0.0005076276,0.00011918957,0.0000967738,0.000085602434,0.0003055537,0.000007277779],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019640632,0.00051570823,0.026293607,0.0010950454,0.00012327055,0.000034001627,0.9645664,0.000007487746,0.000026891254,0.00020259555,0.0026352652,0.0025356677],"study_design_scores_gemma":[0.006816316,0.004127943,0.06195512,0.00018827271,0.00013222329,0.0000061143523,0.92608935,0.00015222438,0.00008162836,0.000017985867,0.00021767343,0.00021517198],"about_ca_topic_score_codex":0.00082732335,"about_ca_topic_score_gemma":0.00014292626,"teacher_disagreement_score":0.03847707,"about_ca_system_score_codex":0.000075806514,"about_ca_system_score_gemma":0.00021000874,"threshold_uncertainty_score":0.90621114},"labels":[],"label_agreement":null},{"id":"W3013053954","doi":"10.1186/s12875-020-01128-7","title":"Cognitive, functional, physical, and nutritional status of the oldest old encountered in primary care: a systematic review","year":2020,"lang":"en","type":"review","venue":"BMC Family Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Activities of daily living; Dementia; Gerontology; Cognition; Population; Cohort study; Cross-sectional study; Cohort; Physical therapy; Environmental health; Disease; Psychiatry; Pathology","score_opus":0.07703661987012103,"score_gpt":0.3486959659777534,"score_spread":0.2716593461076323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013053954","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020810183,0.9890766,0.000012313115,0.00020092064,0.00018511557,0.0071790307,0.0004539153,0.00002901673,0.002842237],"genre_scores_gemma":[0.00005455664,0.99474835,0.00033353176,0.0029680904,0.00017190757,0.000921527,0.00052998005,0.000065891654,0.00020616305],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9957855,0.0011507531,0.0012061133,0.0005867456,0.0009579776,0.00031293047],"domain_scores_gemma":[0.99154556,0.0059046405,0.0013015068,0.0005609704,0.00051838695,0.00016895043],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041287934,0.00048626124,0.0032776045,0.00011859167,0.00005400166,0.00003273146,0.00019441523,0.00018057642,0.00001090829],"category_scores_gemma":[0.009451357,0.00032692964,0.00051162345,0.0008531158,0.00017874659,0.00027709242,0.00018346404,0.0009468372,0.000065429944],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076213044,0.00039072198,0.00002589644,0.99083394,0.000306171,0.000043381893,0.00016387388,3.8683744e-8,0.0000018234749,0.00004428928,0.0014355353,0.0066781314],"study_design_scores_gemma":[0.0010831034,0.00012984686,0.0004497987,0.71331066,0.0105140535,0.00042171875,0.00042809753,0.0000022052661,2.0708869e-7,0.0000029976973,0.2734424,0.0002149385],"about_ca_topic_score_codex":0.0000624219,"about_ca_topic_score_gemma":0.000008945568,"teacher_disagreement_score":0.27752328,"about_ca_system_score_codex":0.00051883375,"about_ca_system_score_gemma":0.0020280534,"threshold_uncertainty_score":0.9999183},"labels":[],"label_agreement":null},{"id":"W3013214405","doi":"10.13037/ras.vol18n63.6342","title":"FRAGILIDADE E SUPORTE SOCIAL DE IDOSOS EM REGIÃO VULNERÁVEL: UMA ABORDAGEM EM UMA UNIDADE DE SAÚDE DA FAMÍLIA","year":2020,"lang":"pt","type":"article","venue":"Revista de Atenção à Saúde","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social support; Humanities; Psychology; Gerontology; Medicine; Art; Psychotherapist","score_opus":0.04046454908867217,"score_gpt":0.3099729473184802,"score_spread":0.269508398229808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013214405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9179514,0.011417191,0.010382602,0.04392481,0.0010740276,0.0038699228,0.0010839165,0.0017934791,0.008502628],"genre_scores_gemma":[0.9567125,0.0015986676,0.0029183193,0.016182635,0.005538249,0.0001621352,0.00055830774,0.0007667143,0.015562474],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9870252,0.0016267357,0.0026493417,0.002488142,0.0019179196,0.0042926436],"domain_scores_gemma":[0.99235314,0.0006331325,0.0012598173,0.0020426933,0.00060161273,0.0031096225],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0022447633,0.002009886,0.0029840118,0.00040844985,0.0009776407,0.0011128839,0.0021095732,0.0017180468,0.0024415865],"category_scores_gemma":[0.0033534484,0.0021829181,0.0012913957,0.002047407,0.000513674,0.0004520459,0.0007632224,0.004100245,0.002216878],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035061846,0.0017012394,0.063514724,0.012313016,0.003917305,0.017133895,0.094778396,0.00030883038,0.040338438,0.010462348,0.611044,0.14098161],"study_design_scores_gemma":[0.018326512,0.0026526295,0.16736987,0.0069116703,0.0061032395,0.0020747795,0.020420222,0.024810651,0.008703979,0.0005709189,0.7361196,0.0059359],"about_ca_topic_score_codex":0.00052467437,"about_ca_topic_score_gemma":0.00015846954,"teacher_disagreement_score":0.13504572,"about_ca_system_score_codex":0.0026394518,"about_ca_system_score_gemma":0.0027900918,"threshold_uncertainty_score":0.99992406},"labels":[],"label_agreement":null},{"id":"W3014092003","doi":"10.3389/fpubh.2020.00089","title":"A Computerized Frailty Assessment Tool at Points-of-Care: Development of a Standalone Electronic Comprehensive Geriatric Assessment/Frailty Index (eFI-CGA)","year":2020,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Fraser Health; Surrey Memorial Hospital; Simon Fraser University","funders":"Simon Fraser University; Canadian Frailty Network; Canadian Institutes of Health Research; Fraser Health Authority; Dalhousie University; Doctors of BC","keywords":"Computer science; Operationalization; Software; Interface (matter); Frailty Index; User interface; Medicine; Operating system","score_opus":0.04578157032462179,"score_gpt":0.33243007385543294,"score_spread":0.28664850353081117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014092003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5730808,0.0020259116,0.38953957,0.02775289,0.0012360159,0.0042932928,0.00021666352,0.00024422412,0.0016106796],"genre_scores_gemma":[0.76861024,0.0003222412,0.22729874,0.0029451344,0.000105805564,0.0001041356,0.00045713302,0.00006971444,0.00008686008],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9936181,0.00053057494,0.0020950574,0.0009009014,0.0014683483,0.0013870671],"domain_scores_gemma":[0.99678177,0.00015139785,0.0009933162,0.0007120381,0.00060569483,0.0007557986],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009917396,0.0005196678,0.0020379175,0.0006198984,0.00017005528,0.00003899103,0.0005071843,0.00027351227,0.00018271408],"category_scores_gemma":[0.00019024625,0.0005285872,0.00022316354,0.0016407517,0.00020088401,0.00025883713,0.00044425,0.0009906983,0.000005876341],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.002768065,0.0031041536,0.47040832,0.011827487,0.00234746,0.00011276582,0.029551728,0.0001391851,0.0024398423,0.0021134743,0.12546687,0.34972066],"study_design_scores_gemma":[0.02091099,0.0031987194,0.69453394,0.00051178207,0.00006791879,0.00003253973,0.0030316554,0.011096619,0.00037599055,0.00015990128,0.26530424,0.00077570026],"about_ca_topic_score_codex":0.00008477566,"about_ca_topic_score_gemma":0.000047263955,"teacher_disagreement_score":0.34894496,"about_ca_system_score_codex":0.0051101153,"about_ca_system_score_gemma":0.012244319,"threshold_uncertainty_score":0.9997166},"labels":[],"label_agreement":null},{"id":"W3014164994","doi":"10.1007/s12630-020-01646-z","title":"Outcomes of vulnerable elderly patients undergoing elective major surgery: a prospective cohort study","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging; University of Waterloo; Hôpital Maisonneuve-Rosemont; Research Institute for Aging; Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"Canadian Frailty Network","keywords":"Medicine; Interquartile range; Prospective cohort study; Confidence interval; Odds ratio; Cohort; Cohort study; Confounding; Emergency medicine; Surgery; Internal medicine","score_opus":0.013226511470040581,"score_gpt":0.23125880244144983,"score_spread":0.21803229097140925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014164994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909111,0.00032025977,0.0000142609315,0.006951899,0.00027539683,0.0010100617,0.000010578091,0.00001549913,0.0004909108],"genre_scores_gemma":[0.998583,0.000022007564,0.00023553937,0.0003133762,0.0003973172,0.000010124763,0.000007302744,0.000099036864,0.0003322657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99540436,0.00037596113,0.0016228798,0.00041007638,0.0011474242,0.0010393215],"domain_scores_gemma":[0.9918224,0.00046198082,0.0013720448,0.00032073547,0.0023122665,0.0037105614],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015250379,0.0005136209,0.0018132243,0.0009999706,0.00048414603,0.00014493067,0.00050444924,0.00019918359,0.00026908898],"category_scores_gemma":[0.0026855355,0.00044693187,0.00055665226,0.001004163,0.00021821306,0.0005470281,0.0000133450085,0.0015549138,0.000014778606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027271503,0.00021225063,0.84787595,0.000068841684,0.0008720091,0.14194708,0.0039780564,0.00004853321,0.0000073750975,0.00002025671,0.0039633214,0.0007335997],"study_design_scores_gemma":[0.0032872078,0.0063251667,0.7492563,0.0002717953,0.00058201916,0.23703605,0.002372604,0.000010099389,0.00009341587,0.00008649121,0.00038104728,0.00029779924],"about_ca_topic_score_codex":0.011190702,"about_ca_topic_score_gemma":0.02986259,"teacher_disagreement_score":0.09861966,"about_ca_system_score_codex":0.0015309586,"about_ca_system_score_gemma":0.009693439,"threshold_uncertainty_score":0.99979824},"labels":[],"label_agreement":null},{"id":"W3014203766","doi":"10.1634/theoncologist.2019-0950","title":"Identifying Geriatric Oncology Competencies for Medical Oncology Trainees: A Modified Delphi Consensus Study","year":2020,"lang":"en","type":"article","venue":"The Oncologist","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"National Center for Advancing Translational Sciences; National Institute on Aging; Canadian Institutes of Health Research","keywords":"Internal medicine; Oncology; Medicine; Geriatric oncology; Delphi method; Psychosocial; Oncology nursing; Delphi; Curriculum; Family medicine; Cancer; Nursing; Psychology; Nurse education; Psychiatry","score_opus":0.15512981236419615,"score_gpt":0.40303296866355676,"score_spread":0.2479031562993606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014203766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70208526,0.0007317508,0.004372488,0.267081,0.0015565996,0.0068767373,0.0000694419,0.000604439,0.016622297],"genre_scores_gemma":[0.982653,0.000072751696,0.0038632837,0.011040269,0.0012082737,0.0005388648,0.000033418746,0.00005032529,0.0005398203],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964849,0.00059399556,0.0009777058,0.00061291904,0.0006626541,0.00066784763],"domain_scores_gemma":[0.9943827,0.003978846,0.00033972136,0.00048807982,0.00028478215,0.00052587327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018892062,0.0003358233,0.0011558898,0.000107275635,0.00032969197,0.000032385266,0.0006838068,0.00043433646,0.00034029887],"category_scores_gemma":[0.00645935,0.00022813983,0.00025416716,0.0004851563,0.00097612065,0.000036241454,0.00028388004,0.00081808993,0.0001271231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025872061,0.017406382,0.0065106084,0.0016311188,0.0039938004,0.012836647,0.18128112,0.0007691092,0.013742173,0.0067366627,0.43936184,0.28985846],"study_design_scores_gemma":[0.09557472,0.09783019,0.023690904,0.00025075936,0.004146726,0.0045428257,0.20159529,0.04415965,0.00053615886,0.002433141,0.5234568,0.0017828491],"about_ca_topic_score_codex":0.0002807808,"about_ca_topic_score_gemma":0.00101683,"teacher_disagreement_score":0.28807563,"about_ca_system_score_codex":0.0006227857,"about_ca_system_score_gemma":0.001901632,"threshold_uncertainty_score":0.93032724},"labels":[],"label_agreement":null},{"id":"W3014297314","doi":"10.1017/cem.2020.358","title":"Age is just a number – and so is frailty: Strategies to inform resource allocation during the COVID-19 pandemic","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Schwartz/Reisman Emergency Medicine Institute; University of Manitoba","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Content (measure theory); Action (physics); Computer science; Medicine; Virology; Mathematics; Infectious disease (medical specialty); Disease","score_opus":0.15363291195451423,"score_gpt":0.3770347225354672,"score_spread":0.223401810580953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014297314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59554404,0.0017353077,0.0002749965,0.39657962,0.0007569063,0.00038640227,0.00002526041,0.000019995254,0.0046774587],"genre_scores_gemma":[0.9550189,0.00050659425,0.000073514806,0.03979852,0.0014903399,0.0000054702987,0.00000895117,0.000030259345,0.0030674858],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981801,0.000040829775,0.0007595484,0.00019766539,0.00045207745,0.00036979344],"domain_scores_gemma":[0.99650556,0.00006305415,0.000243858,0.00025729544,0.0002453566,0.0026848703],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041927054,0.00020624606,0.00039226495,0.00017890708,0.00030108538,0.000021928712,0.00026015943,0.00010111629,0.007152148],"category_scores_gemma":[0.001607403,0.00014198494,0.000079847014,0.0006098505,0.00022255021,0.00017041276,0.00002337201,0.0005043705,0.0000389179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001704857,0.000008820887,0.081750475,0.00046977095,0.00022287249,0.0004561606,0.13019721,0.000051281044,0.0021486075,0.0001323223,0.7824964,0.0018955857],"study_design_scores_gemma":[0.0017598675,0.00047603194,0.033861563,0.00025111614,0.00021154385,0.00054463773,0.016984489,0.00003971911,0.00006399254,0.00014438228,0.9454883,0.00017436701],"about_ca_topic_score_codex":0.007853395,"about_ca_topic_score_gemma":0.017948527,"teacher_disagreement_score":0.35947484,"about_ca_system_score_codex":0.00024151297,"about_ca_system_score_gemma":0.0015733001,"threshold_uncertainty_score":0.99997133},"labels":[],"label_agreement":null},{"id":"W3014371334","doi":"10.3389/fpsyg.2020.00558","title":"Screening for Cognitive Frailty Using Short Cognitive Screening Instruments: Comparison of the Chinese Versions of the MoCA and Qmci Screen","year":2020,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Montreal Cognitive Assessment; Cognition; Dementia; Psychology; Cognitive impairment; Cognitive decline; Effects of sleep deprivation on cognitive performance; Gerontology; Medicine; Physical therapy; Physical medicine and rehabilitation; Audiology; Psychiatry; Disease; Internal medicine","score_opus":0.08068712259538784,"score_gpt":0.3863546384455556,"score_spread":0.30566751585016777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014371334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8451194,0.0004901453,0.1492722,0.0022220546,0.00052314956,0.00136215,0.00025699422,0.000015393705,0.0007385082],"genre_scores_gemma":[0.9727662,0.000018865288,0.025290253,0.0017540121,0.00007397974,0.000018855402,0.0000335054,0.000029381103,0.000014905559],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983392,0.00016683745,0.00052789686,0.00040367316,0.0002662924,0.00029613488],"domain_scores_gemma":[0.99900955,0.0002160789,0.0002538617,0.00025319416,0.00016343531,0.0001039097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019469851,0.00021424891,0.0006414025,0.00012408971,0.00013536743,0.0000056876374,0.00026450143,0.0001899763,0.000015897751],"category_scores_gemma":[0.0009554062,0.00014871609,0.00016317796,0.000626353,0.0007447239,0.00009084333,0.00021070827,0.0004743096,2.773414e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016111298,0.00012899816,0.9267012,0.00006942694,0.00029428196,0.0000017024367,0.0022210388,0.00001974192,0.000969246,0.0000060850084,0.0020192603,0.06595791],"study_design_scores_gemma":[0.0101637505,0.00078282563,0.94709826,0.0014354264,0.00053459086,0.000027374814,0.01107697,0.025391832,0.0026804542,0.00027055273,0.0002977718,0.00024022364],"about_ca_topic_score_codex":0.00006471954,"about_ca_topic_score_gemma":0.000025929688,"teacher_disagreement_score":0.12764685,"about_ca_system_score_codex":0.000022503067,"about_ca_system_score_gemma":0.000050911658,"threshold_uncertainty_score":0.6064466},"labels":[],"label_agreement":null},{"id":"W3014401808","doi":"10.1097/aln.0000000000003257","title":"Accuracy and Feasibility of Clinically Applied Frailty Instruments before Surgery","year":2020,"lang":"en","type":"review","venue":"Anesthesiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":224,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Odds ratio; Cochrane Library; MEDLINE; Meta-analysis; Odds; Delirium; Frailty Index; Diagnostic odds ratio; Internal medicine; Gerontology; Physical therapy; Intensive care medicine; Logistic regression","score_opus":0.1363906659234499,"score_gpt":0.3953189341590492,"score_spread":0.2589282682355993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014401808","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02611396,0.9711017,0.0000012917394,0.00022694358,0.00016125549,0.001929386,0.000039673898,0.00008201784,0.0003437869],"genre_scores_gemma":[0.007097699,0.99103755,0.00045507512,0.000637247,0.00020084907,0.00008677733,0.00035967695,0.00006538046,0.000059732574],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963665,0.00030424408,0.0019265692,0.0008310634,0.00021051998,0.00036107554],"domain_scores_gemma":[0.99544287,0.0022727044,0.0010671539,0.0008622432,0.00007978682,0.00027521956],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00060954946,0.0004962066,0.0047611827,0.00014714635,0.000035690668,0.000006312413,0.00025649925,0.00094210583,0.00010343776],"category_scores_gemma":[0.0026102194,0.00036879082,0.00058526517,0.00025349107,0.00049210165,0.000034029592,0.00018757436,0.0007279183,0.00009779285],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000117733194,0.00011822063,0.03127716,0.014845941,0.00018369578,0.00009736811,0.00006360524,4.2396757e-9,7.4726245e-7,0.00003947023,0.0006190347,0.952637],"study_design_scores_gemma":[0.0005753804,0.0007464293,0.018732637,0.0043481127,0.00093632005,0.0007989042,0.000014652221,6.380225e-7,0.0000014489459,0.00027512753,0.97329044,0.00027991924],"about_ca_topic_score_codex":0.000021283517,"about_ca_topic_score_gemma":0.0000047586595,"teacher_disagreement_score":0.9726714,"about_ca_system_score_codex":0.00006312124,"about_ca_system_score_gemma":0.0008030374,"threshold_uncertainty_score":0.9998764},"labels":[],"label_agreement":null},{"id":"W3014436825","doi":"10.1503/cmaj.75230","title":"COVID-19 outbreak measures may indirectly lead to greater burden on hospitals","year":2020,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Regional Municipality of Waterloo; University of Waterloo; St. Peter's Hospital; Research Institute for Aging","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Outbreak; Social distance; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Coronavirus; Public health; Disease; Medicine; Virology; Business; Environmental health; Infectious disease (medical specialty); Nursing","score_opus":0.02517773366436543,"score_gpt":0.2771654711958165,"score_spread":0.2519877375314511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014436825","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011227685,0.00012519534,0.000044157037,0.98814416,0.002636718,0.0006365595,0.00039113886,0.00010353198,0.00679579],"genre_scores_gemma":[0.005445553,0.00006386443,0.00010739845,0.93783426,0.034088083,0.0000378074,0.00027835486,0.00012823209,0.022016417],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.991116,0.0005292943,0.0009792069,0.0006602026,0.0053895847,0.0013257252],"domain_scores_gemma":[0.9883375,0.0005093546,0.00050081656,0.00038011564,0.00067269645,0.0095994845],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.001410967,0.0005663612,0.0010954831,0.00088612054,0.000360222,0.0002492685,0.00067543605,0.0025473686,0.009364478],"category_scores_gemma":[0.030286476,0.00050724024,0.00042156517,0.00048466792,0.000083626954,0.00008287571,0.000047183385,0.008390409,0.0036260826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000028005388,0.000008512827,0.0058014398,0.000088481356,0.00051794836,0.02499469,0.0012529177,0.0000027546112,0.0000024365302,0.0000020606594,0.95665103,0.010649718],"study_design_scores_gemma":[0.001640889,0.00036424736,0.002300277,0.0005807862,0.00020557144,0.0013236911,0.00013429439,0.000009587938,0.000012703836,0.000055305027,0.99287874,0.000493941],"about_ca_topic_score_codex":0.008039881,"about_ca_topic_score_gemma":0.010934865,"teacher_disagreement_score":0.05030985,"about_ca_system_score_codex":0.009916746,"about_ca_system_score_gemma":0.01675919,"threshold_uncertainty_score":0.9997379},"labels":[],"label_agreement":null},{"id":"W3015248421","doi":"10.1038/s41598-020-60869-8","title":"Using syndrome mining with the Health and Retirement Study to identify the deadliest and least deadly frailty syndromes","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Taipei Veterans General Hospital; National Yang-Ming University","keywords":"Medicine; Regression analysis; Regression; Principal component analysis; Health and Retirement Study; Gerontology; Demography; Statistics; Mathematics","score_opus":0.10845123675367596,"score_gpt":0.3609448567856492,"score_spread":0.25249362003197323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015248421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9729712,0.0005579503,0.00013979955,0.02360174,0.00064749195,0.0019334753,0.0000025330007,0.00005971571,0.000086072345],"genre_scores_gemma":[0.9969176,0.00000335152,0.0008778874,0.0014083991,0.000048882684,0.000028377444,0.0000070788797,0.000028856315,0.0006795715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970537,0.0001243329,0.00049939606,0.0009376554,0.000973249,0.00041165407],"domain_scores_gemma":[0.99815017,0.00007582216,0.0002763627,0.000849697,0.00014165824,0.0005062949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017161687,0.00022317268,0.00037949756,0.00008934828,0.000935614,0.0004709723,0.00014312913,0.000028132943,0.000024582481],"category_scores_gemma":[0.0003177742,0.00012145517,0.00003547433,0.00069996377,0.00046556376,0.00013450997,0.00027465276,0.00021779323,0.000006205559],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022644836,0.0004621765,0.813995,0.00060915103,0.0004292875,0.008523313,0.12514204,0.00012248552,0.003995596,0.000020665704,0.03850061,0.007973225],"study_design_scores_gemma":[0.0020572636,0.005686357,0.80589056,0.0015393633,0.0005410477,0.03622699,0.12355827,0.0010103335,0.00046018875,0.00010423676,0.022131791,0.00079361943],"about_ca_topic_score_codex":0.00019096391,"about_ca_topic_score_gemma":0.00024845055,"teacher_disagreement_score":0.027703678,"about_ca_system_score_codex":0.00007497594,"about_ca_system_score_gemma":0.0003163241,"threshold_uncertainty_score":0.7196081},"labels":[],"label_agreement":null},{"id":"W3015323006","doi":"10.1093/gerona/glaa084","title":"Exploring Clinically Meaningful Changes for the Frailty Index in a Longitudinal Cohort of Hospitalized Older Patients","year":2020,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences North; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Public Health Agency of Canada; Canadian Immunization Research Network; Health Sciences Centre Foundation; GlaxoSmithKline","keywords":"Frailty Index; Gerontology; Medicine; Cohort; Longitudinal study; Index (typography); Cohort study; Pediatrics; Internal medicine; Computer science; World Wide Web; Pathology","score_opus":0.22944315055777745,"score_gpt":0.36668502961007016,"score_spread":0.1372418790522927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015323006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.952836,0.0008758388,0.00039273567,0.04442498,0.00026883822,0.0010204377,0.000017117987,0.000016337035,0.00014772385],"genre_scores_gemma":[0.9971769,0.0011693771,0.0004671313,0.0008522327,0.00016817985,0.00008388855,0.0000038041117,0.00002454375,0.000053938482],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810946,0.00013053481,0.0008697455,0.00022069483,0.0003476962,0.00032184625],"domain_scores_gemma":[0.99774903,0.0007373223,0.0006329494,0.00036700795,0.00041350056,0.00010020411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087985164,0.00018260215,0.0007930827,0.00006381416,0.000078834855,0.000009192415,0.00037893356,0.000111223664,0.000111964895],"category_scores_gemma":[0.0022702708,0.00010531652,0.00017210514,0.0001878585,0.0003959135,0.00018241827,0.00012555259,0.00038722527,0.0000015999465],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034473056,0.0001647609,0.98246783,0.00015336827,0.00045803274,0.00000850898,0.007879853,0.000024812485,0.00024354257,0.00006499396,0.00078622426,0.0043007946],"study_design_scores_gemma":[0.0036661634,0.002043382,0.99043554,0.00028915913,0.00022411425,0.000030404639,0.0015557185,0.00012524823,0.000672658,0.00016150885,0.000695431,0.000100682],"about_ca_topic_score_codex":0.00012439431,"about_ca_topic_score_gemma":0.00035342193,"teacher_disagreement_score":0.044340916,"about_ca_system_score_codex":0.00003041796,"about_ca_system_score_gemma":0.000071234375,"threshold_uncertainty_score":0.42946827},"labels":[],"label_agreement":null},{"id":"W3016059236","doi":"10.14283/jfa.2020.13","title":"Multi-Component Exercise with High-Intensity, Free-Weight, Functional Resistance Training in Pre-Frail Females: A Quasi-Experimental, Pilot Study","year":2020,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Medicine; Isometric exercise; Physical therapy; Grip strength; Physical medicine and rehabilitation; Functional training; Strength training; Balance (ability); Aerobic exercise; Physical strength; Randomized controlled trial; Leg press; Resistance training; Internal medicine","score_opus":0.09636957188991054,"score_gpt":0.3012615394652813,"score_spread":0.20489196757537076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016059236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98216087,0.0017937777,0.0024880178,0.01225425,0.00032261224,0.00082416163,0.0000068584677,0.000058972386,0.000090481095],"genre_scores_gemma":[0.99299544,0.000059977836,0.004884111,0.0010986496,0.00051589997,0.000016241578,0.0000042381816,0.00006568614,0.00035975335],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9968523,0.00021942215,0.0009462672,0.00035209215,0.0011703658,0.0004595908],"domain_scores_gemma":[0.99802274,0.00023843744,0.0005527859,0.0005300462,0.00031151864,0.00034446095],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00093166967,0.0003749942,0.0009342488,0.00020812971,0.00019366873,0.00005379017,0.0005446078,0.000047380126,0.0001091128],"category_scores_gemma":[0.00022579118,0.00025080814,0.000114279545,0.00046657602,0.00019935369,0.0003167971,0.00018947861,0.0011107058,0.000013248992],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.08352525,0.024394535,0.16135257,0.00071039854,0.0022989057,0.0060830726,0.46630934,0.004814719,0.22802715,0.000075551885,0.019107642,0.003300845],"study_design_scores_gemma":[0.044659168,0.022480983,0.8529859,0.005761495,0.0010199737,0.0015751203,0.05424002,0.0017259046,0.0137951225,0.000111341076,0.0007602511,0.0008847172],"about_ca_topic_score_codex":0.00036235247,"about_ca_topic_score_gemma":0.0005584231,"teacher_disagreement_score":0.69163334,"about_ca_system_score_codex":0.00026996047,"about_ca_system_score_gemma":0.00027530658,"threshold_uncertainty_score":0.9999944},"labels":[],"label_agreement":null},{"id":"W3016283672","doi":"10.14283/jfa.2020.21","title":"Prediction of Cognitive Status and 5-Year Survival Rate for Elderly with Cardiovascular Diseases: A Canadian Study of Health and Aging Secondary Data Analysis","year":2021,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia Hospital; Université de Moncton","funders":"","keywords":"Neurocognitive; Medicine; Dementia; Gerontology; Cognition; Disease; Cognitive decline; Cardiovascular health; Physical therapy; Internal medicine; Psychiatry","score_opus":0.04763826585753967,"score_gpt":0.3004591083130923,"score_spread":0.25282084245555264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016283672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9842703,0.010932937,0.0028506592,0.00072339457,0.000060009916,0.00042837954,0.0007055929,0.000004429348,0.000024306904],"genre_scores_gemma":[0.99864197,0.00075206277,0.00029922684,0.00008357433,0.00006784976,0.0000019213428,0.000116016716,0.00001723161,0.000020166279],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818224,0.0004391693,0.00051920663,0.00020727482,0.00040761978,0.00024452],"domain_scores_gemma":[0.9978455,0.00043638973,0.00039588354,0.00045217917,0.0005430607,0.00032701102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017718759,0.00012915288,0.00080297765,0.00027899753,0.00013326787,0.000022690123,0.00011040123,0.000024666753,0.00001058213],"category_scores_gemma":[0.00043740027,0.000092826696,0.000103977996,0.000444074,0.00010373359,0.00021345583,0.00006671156,0.00024783183,3.8328263e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008297807,0.00031344502,0.8717155,0.00076807797,0.023303851,0.00013997959,0.028970715,0.0004501608,0.0001284745,0.0000035668725,0.00016946722,0.07320701],"study_design_scores_gemma":[0.0086156335,0.0021400452,0.89912194,0.0011059707,0.011795147,0.00016021413,0.07586117,0.00078706385,0.0000739206,0.00002528429,0.0002042043,0.00010943112],"about_ca_topic_score_codex":0.027492266,"about_ca_topic_score_gemma":0.034459237,"teacher_disagreement_score":0.07309758,"about_ca_system_score_codex":0.000067634595,"about_ca_system_score_gemma":0.0011784035,"threshold_uncertainty_score":0.98315936},"labels":[],"label_agreement":null},{"id":"W3016366678","doi":"10.5770/cgj.23.445","title":"COVID-19 and Older Adults. Lessons Learned from the Italian Epicenter","year":2020,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Parkwood Institute; Lawson Health Research Institute; Western University","funders":"","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Mortality rate; Presentation (obstetrics); Pediatrics; Health care; Disease; Infectious disease (medical specialty); Surgery","score_opus":0.053049840685584354,"score_gpt":0.29391240383292205,"score_spread":0.2408625631473377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016366678","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14474791,0.003162511,0.00039851308,0.849452,0.0005597665,0.0003606939,0.00033039463,0.00003582307,0.00095236796],"genre_scores_gemma":[0.9028371,0.0008477154,0.0005085252,0.09329157,0.00196161,0.000004796681,0.000054026485,0.00004369501,0.00045094689],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854374,0.00009514841,0.00030735138,0.0002996693,0.00028542796,0.00046868346],"domain_scores_gemma":[0.9948305,0.00016789806,0.000119946075,0.00024626617,0.00011635036,0.004519028],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022756365,0.00018282335,0.00025235023,0.00011660218,0.00038233382,0.00017703626,0.00024929436,0.00013516594,0.0014733656],"category_scores_gemma":[0.0020541085,0.00013856225,0.00010617213,0.00031233852,0.0000971664,0.000106937536,0.000040843814,0.000745433,0.000092729366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023520396,0.00003402856,0.06763552,0.00011297306,0.00023259978,0.0024544124,0.017798973,0.00001598767,0.00008611441,0.00015504922,0.8587025,0.052536648],"study_design_scores_gemma":[0.005900536,0.00016083197,0.08777014,0.000121387144,0.00024863254,0.0011728011,0.0036629857,0.00038890692,0.000023070454,0.00043661086,0.8997729,0.00034123636],"about_ca_topic_score_codex":0.03594291,"about_ca_topic_score_gemma":0.06629557,"teacher_disagreement_score":0.7580892,"about_ca_system_score_codex":0.00040698596,"about_ca_system_score_gemma":0.002221171,"threshold_uncertainty_score":0.9994394},"labels":[],"label_agreement":null},{"id":"W3016631463","doi":"10.5770/cgj.23.452","title":"Age Alone is not Adequate to Determine Healthcare Resource Allocation during the COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa; University of British Columbia; Toronto Western Hospital; Dalhousie University; University of Toronto; University of Calgary; Parkwood Institute; Western University","funders":"","keywords":"Medicine; Pandemic; Geriatrics; Health care; Scale (ratio); Intensive care unit; Gerontology; Case fatality rate; Coronavirus disease 2019 (COVID-19); Family medicine; Intensive care medicine; Disease; Environmental health; Psychiatry; Population","score_opus":0.0736305315462073,"score_gpt":0.30233418308768334,"score_spread":0.22870365154147604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3016631463","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46738586,0.0007347303,0.0005277797,0.53018427,0.00032154267,0.00054044486,0.00009040236,0.00005155451,0.00016340613],"genre_scores_gemma":[0.852704,0.00013313197,0.0003479003,0.14384076,0.0015884386,0.000012581371,0.000018660536,0.00004341505,0.0013111284],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979979,0.00012019279,0.00048441545,0.0003114133,0.00044413304,0.0006419465],"domain_scores_gemma":[0.99454427,0.00010541667,0.00016772815,0.00034992583,0.0001632224,0.004669441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045655505,0.00019673856,0.000288215,0.0003083599,0.00051365077,0.00011753986,0.0003424416,0.00013732711,0.00029679932],"category_scores_gemma":[0.0013641577,0.00016602532,0.00011060934,0.00071593624,0.00004371049,0.00007673893,0.0000443099,0.00079601374,0.00013093553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015932637,0.00006302775,0.1287252,0.0012785661,0.00043014484,0.017449148,0.09374612,0.0014901374,0.0083161015,0.0001127978,0.67059374,0.07620177],"study_design_scores_gemma":[0.0037616335,0.00048088538,0.0551995,0.00009986713,0.00016992434,0.008189879,0.0015104511,0.00045440855,0.00034191497,0.00005270349,0.9292352,0.0005036046],"about_ca_topic_score_codex":0.01652406,"about_ca_topic_score_gemma":0.051551547,"teacher_disagreement_score":0.38634354,"about_ca_system_score_codex":0.0016028292,"about_ca_system_score_gemma":0.0019503684,"threshold_uncertainty_score":0.990025},"labels":[],"label_agreement":null},{"id":"W3020102919","doi":"10.1186/s12877-020-01551-6","title":"Feasibility and acceptability of commonly used screening instruments to identify frailty among community-dwelling older people: a mixed methods study","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Medical Research Council; Canadian Institutes of Health Research; National Health and Medical Research Council; Resthaven Incorporated","keywords":"Medicine; Checklist; Context (archaeology); Psychological intervention; Scale (ratio); Rating scale; Face validity; Physical therapy; Gerontology; Nursing; Psychometrics; Clinical psychology; Psychology","score_opus":0.13249196895687274,"score_gpt":0.4134378174983926,"score_spread":0.2809458485415198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3020102919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95079005,0.00009349836,0.0454422,0.0003004721,0.00022930052,0.0028807651,0.00004814561,0.0001445009,0.0000710963],"genre_scores_gemma":[0.8861754,0.0000063625585,0.113434054,0.00017195944,0.00007869754,0.00004173494,0.00003070703,0.00004831472,0.000012791046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99488044,0.0022925101,0.0010825176,0.0006323666,0.00068234093,0.00042984608],"domain_scores_gemma":[0.9961797,0.0012754259,0.00035435223,0.0012551948,0.00032206764,0.0006132488],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033782178,0.00037561668,0.001085937,0.00018652619,0.0002830249,0.00008553673,0.0004853016,0.0001958737,0.00016170097],"category_scores_gemma":[0.004507708,0.00037839968,0.00018592065,0.0014015456,0.0001398166,0.00021114612,0.00095190987,0.00091222604,0.000006452939],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031606157,0.00076690427,0.9597824,0.00072659453,0.00009424217,0.0000028362444,0.022116907,0.000046818313,0.00070807897,0.000002053284,0.00011061044,0.01532645],"study_design_scores_gemma":[0.0046436796,0.00070971804,0.9743967,0.00004935006,0.0003274278,0.000004915553,0.016617633,0.0013744081,0.0015126419,0.00003508491,0.000043680942,0.0002847657],"about_ca_topic_score_codex":0.0021218613,"about_ca_topic_score_gemma":0.0024782252,"teacher_disagreement_score":0.06799185,"about_ca_system_score_codex":0.000115245544,"about_ca_system_score_gemma":0.00013724256,"threshold_uncertainty_score":0.9998668},"labels":[],"label_agreement":null},{"id":"W3021016206","doi":"10.1016/j.ijnurstu.2020.103618","title":"Prefrailty in older adults: A concept analysis","year":2020,"lang":"en","type":"review","venue":"International Journal of Nursing Studies","topic":"Frailty in Older Adults","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; University of Calgary; University of Alberta","funders":"","keywords":"Thematic analysis; CINAHL; Context (archaeology); Psychological intervention; Medicine; Gerontology; Qualitative research","score_opus":0.08857382018069632,"score_gpt":0.4604201894757107,"score_spread":0.37184636929501436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021016206","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003773949,0.9933658,0.00011024176,0.0038757678,0.001861974,0.00033168978,0.00005038663,0.000016110343,0.00035026937],"genre_scores_gemma":[0.0012956391,0.99614245,0.0008312509,0.00016946944,0.0012177203,0.000011453329,0.00004411628,0.000036279966,0.0002516317],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99673754,0.00013808496,0.0016048297,0.00030994476,0.0009965929,0.00021297862],"domain_scores_gemma":[0.9968651,0.00040410607,0.0012897014,0.00017661139,0.001137307,0.00012720507],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022591108,0.0003799641,0.0030700539,0.0012827541,0.000025531788,0.000037205904,0.00047674586,0.00016526795,0.00006157249],"category_scores_gemma":[0.0011094866,0.00028148404,0.0016376028,0.0008442001,0.00020377702,0.00013574603,0.000072507966,0.0008488665,0.000014377476],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011951141,0.00034351004,0.00010073999,0.0010278181,0.0203557,0.0011667034,0.005576647,0.0000072040184,6.229699e-8,0.0000163031,0.0068697296,0.9644161],"study_design_scores_gemma":[0.0028494939,0.00036659295,0.0009078415,0.24456844,0.018868547,0.0018577529,0.002470168,0.000030904393,0.0000013539651,0.00008099155,0.7276425,0.0003554226],"about_ca_topic_score_codex":0.000007438604,"about_ca_topic_score_gemma":0.000008776498,"teacher_disagreement_score":0.96406066,"about_ca_system_score_codex":0.0014186375,"about_ca_system_score_gemma":0.00034440478,"threshold_uncertainty_score":0.99996376},"labels":[],"label_agreement":null},{"id":"W3021403654","doi":"10.1016/j.jcin.2020.01.238","title":"Frailty and Bleeding in Older Adults Undergoing TAVR or SAVR","year":2020,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Frailty in Older Adults","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University; Hamilton Health Sciences; University of Ottawa; McGill University; McGill University Health Centre; St. Michael's Hospital; Jewish General Hospital; St. Boniface Hospital; St. Paul's Hospital; Population Health Research Institute; Université de Montréal; University of Manitoba; Montreal Heart Institute; University of British Columbia; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research; Edwards Lifesciences; Abbott Nutrition; Abbott Vascular; LivaNova; Medtronic","keywords":"Medicine; Odds ratio; Aortic valve replacement; Confidence interval; Incidence (geometry); Clinical endpoint; Cohort; Valve replacement; Population; Internal medicine; Surgery; Clinical trial","score_opus":0.05777946539276035,"score_gpt":0.30656837704071804,"score_spread":0.2487889116479577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021403654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9403285,0.021856941,0.017846685,0.010403284,0.0007254539,0.0024720186,0.000051352097,0.00048793765,0.005827845],"genre_scores_gemma":[0.9958301,0.00046753252,0.0019611607,0.0005498329,0.00031746755,0.00008909406,0.000039147435,0.000058950056,0.00068666675],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977855,0.00012115214,0.00059891917,0.0006316048,0.00047095452,0.0003918477],"domain_scores_gemma":[0.9988541,0.00012643049,0.000077355005,0.00051356317,0.0001185417,0.00030998775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039775655,0.00026511503,0.0007348737,0.00020944238,0.00009548543,0.000067141635,0.00015563353,0.00015978784,0.00056054135],"category_scores_gemma":[0.0010485401,0.00024075375,0.0014998226,0.00056330545,0.000081563136,0.0002465643,0.00020965109,0.00046565005,0.00010989675],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031812764,0.0034239609,0.18271251,0.038461905,0.02812389,0.008085604,0.032769125,0.0020298318,0.0016643277,0.001835858,0.054391485,0.64332026],"study_design_scores_gemma":[0.058744635,0.0026159917,0.7900175,0.039193615,0.0054472266,0.0025858884,0.016007911,0.0074913944,0.0025502252,0.0002805443,0.07271538,0.002349686],"about_ca_topic_score_codex":0.00018778878,"about_ca_topic_score_gemma":0.00040306538,"teacher_disagreement_score":0.6409705,"about_ca_system_score_codex":0.00012670075,"about_ca_system_score_gemma":0.00008441042,"threshold_uncertainty_score":0.98176533},"labels":[],"label_agreement":null},{"id":"W3021410642","doi":"10.1093/ageing/afaa092","title":"COVID-19 outbreak: organisation of a geriatric assessment and coordination unit. A French example","year":2020,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Université de Montréal","keywords":"Multidisciplinary approach; Medicine; Nursing; Unit (ring theory); Palliative care; Health care; Service (business); Geriatrics; Business; Medical emergency; Psychology; Political science","score_opus":0.047941731850650045,"score_gpt":0.3136636923695631,"score_spread":0.26572196051891306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021410642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98601747,0.00015618802,0.0071566794,0.005547931,0.000025012067,0.00023723644,0.0000062983704,0.000040581865,0.00081260566],"genre_scores_gemma":[0.9966445,0.000049702154,0.0015478632,0.0014745875,0.00006895413,0.0000041186754,0.00004630243,0.000008391099,0.00015560842],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99946034,0.000030064813,0.00014963836,0.00015585417,0.00012207308,0.00008202861],"domain_scores_gemma":[0.9995534,0.0000997036,0.000066745415,0.00007507665,0.000031257016,0.00017381168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010032503,0.00006978833,0.0001515559,0.000051835617,0.00005412371,0.000017849734,0.000023353954,0.00003926366,0.00008271396],"category_scores_gemma":[0.000246126,0.00006411961,0.000014037671,0.00015866589,0.000029928493,0.00007470477,0.00004035542,0.00007554566,0.0000014165015],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020479622,0.00038809684,0.29679713,0.0050236215,0.00035981715,0.008016157,0.08300134,0.000062220344,0.37053412,0.0026314594,0.01424229,0.21873894],"study_design_scores_gemma":[0.0040939916,0.00076273584,0.97622806,0.00009458654,0.00019325764,0.000058738264,0.0014961656,0.0031464847,0.000936473,0.0006177546,0.012180857,0.00019086969],"about_ca_topic_score_codex":0.0011584932,"about_ca_topic_score_gemma":0.000052326075,"teacher_disagreement_score":0.67943096,"about_ca_system_score_codex":0.000031193944,"about_ca_system_score_gemma":0.00009310038,"threshold_uncertainty_score":0.2614722},"labels":[],"label_agreement":null},{"id":"W3021566352","doi":"10.1093/ageing/afaa089","title":"The role of illness acuity on the association between frailty and mortality in emergency department patients referred to internal medicine","year":2020,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":173,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"Canadian Institutes of Health Research; Canadian Frailty Network; Nova Scotia Health Research Foundation","keywords":"Medicine; Emergency department; Association (psychology); Emergency medicine; Medical emergency; Gerontology; Psychiatry","score_opus":0.03521722877478639,"score_gpt":0.302563485404031,"score_spread":0.2673462566292446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021566352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917624,0.00010293883,0.000012130516,0.006368427,0.00007020166,0.0002949692,0.000012005494,0.000008089547,0.0013688096],"genre_scores_gemma":[0.99927455,0.00010122839,0.000004987743,0.00041136166,0.00011196986,0.000010806115,0.000015103441,0.000005477763,0.00006449127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991444,0.000069919224,0.00025976586,0.00014316363,0.0002598491,0.00012294661],"domain_scores_gemma":[0.9994547,0.00021549482,0.00009956059,0.00011244528,0.000039299925,0.00007853235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029199437,0.00007964485,0.00017749456,0.000017405873,0.0000756093,0.000007072602,0.00006628184,0.000035578443,0.000014386938],"category_scores_gemma":[0.0009841076,0.00004347914,0.000019209456,0.00010756584,0.000025103252,0.00003264114,0.000070873146,0.00014735996,0.0000015150798],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004093775,0.000023158604,0.94035023,0.000022055949,0.000067193345,0.000032236097,0.0045787073,6.0800784e-7,0.000503376,0.000048154598,0.00053997495,0.05379335],"study_design_scores_gemma":[0.0005485892,0.00023982329,0.9946898,0.00011792931,0.000046285295,1.3257515e-7,0.00044446994,0.00003577825,0.0006782665,0.00040692743,0.0027457806,0.000046167846],"about_ca_topic_score_codex":0.00043944787,"about_ca_topic_score_gemma":0.00036259778,"teacher_disagreement_score":0.0543396,"about_ca_system_score_codex":0.000038900736,"about_ca_system_score_gemma":0.0000056597555,"threshold_uncertainty_score":0.1773028},"labels":[],"label_agreement":null},{"id":"W3021783622","doi":"10.1213/ane.0000000000004602","title":"Frailty for Perioperative Clinicians: A Narrative Review","year":2020,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":292,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; Dalhousie University; University of Ottawa","funders":"","keywords":"Medicine; Perioperative; Stressor; Malnutrition; Quality of life (healthcare); Gerontology; Frailty Index; MEDLINE; Frailty syndrome; Adverse effect; Intensive care medicine; Psychiatry; Surgery; Internal medicine","score_opus":0.09090288098343345,"score_gpt":0.4080705325124296,"score_spread":0.3171676515289961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021783622","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000010549444,0.9752065,0.000073662784,0.015312661,0.00008095331,0.007986047,0.000046763234,0.00020795233,0.0010844272],"genre_scores_gemma":[0.0000012934329,0.97671336,0.001950202,0.012697328,0.0008558819,0.001962925,0.001003496,0.00024571776,0.00456982],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99507153,0.00047756924,0.0018170844,0.0013783395,0.00057709543,0.00067835324],"domain_scores_gemma":[0.99640393,0.0006462606,0.0008660551,0.0010934805,0.00046898166,0.00052128197],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00055047404,0.0012189867,0.006796785,0.00019795923,0.0002232231,0.000062153165,0.00058134506,0.00069175265,0.000453552],"category_scores_gemma":[0.00092760834,0.0009271929,0.0024871167,0.00095148047,0.00023091798,0.00014247384,0.000052510197,0.001096064,0.00070712564],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052215193,0.00012674749,0.0000039817833,0.116516426,0.0008767778,0.0011191799,0.0008474902,3.2777592e-8,1.5657078e-7,0.00035036088,0.096831344,0.7832753],"study_design_scores_gemma":[0.0006217389,0.00091335864,0.000014385813,0.14901415,0.0057311035,0.0021719453,0.0001668245,0.00000854666,5.7008475e-7,0.000014358233,0.84064037,0.00070266705],"about_ca_topic_score_codex":0.000018023053,"about_ca_topic_score_gemma":0.000012101118,"teacher_disagreement_score":0.7825726,"about_ca_system_score_codex":0.00029533388,"about_ca_system_score_gemma":0.0017953678,"threshold_uncertainty_score":0.9993179},"labels":[],"label_agreement":null},{"id":"W3022249202","doi":"10.1213/ane.0000000000004687","title":"The Association of Frailty With Adverse Outcomes After Multisystem Trauma: A Systematic Review and Meta-analysis","year":2020,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Toronto; University of Ottawa","funders":"","keywords":"Medicine; Odds ratio; CINAHL; Confidence interval; MEDLINE; Meta-analysis; Confounding; Adverse effect; Psychological intervention; Systematic review; Emergency medicine; Internal medicine; Psychiatry","score_opus":0.04361603262065917,"score_gpt":0.31521267962542737,"score_spread":0.2715966470047682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022249202","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000006981991,0.9907584,0.000013754057,0.0038961265,0.000007631043,0.00517284,0.000034890654,0.000055832017,0.000053497028],"genre_scores_gemma":[0.00047429456,0.99329877,0.00019623165,0.00096145313,0.000021701766,0.00148823,0.00006818754,0.00008718693,0.0034039633],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99459076,0.0011730753,0.002094944,0.0006807113,0.0010848033,0.0003757261],"domain_scores_gemma":[0.99429363,0.0012801164,0.0025488865,0.0013037948,0.00034274042,0.00023084847],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001349433,0.00083984644,0.015190465,0.00024762037,0.00009535448,0.00004283984,0.00036367893,0.0003434191,0.00007487257],"category_scores_gemma":[0.0004581288,0.000386677,0.0042575174,0.0014684807,0.00009629604,0.000088581844,0.00003648026,0.00047961075,0.00006072745],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012507177,0.000041904586,0.00048132785,0.74571794,0.25197598,0.00037159107,0.00009409577,1.2686174e-7,3.074192e-9,0.000023134779,0.0002477461,0.001033652],"study_design_scores_gemma":[0.0002518658,0.0000977107,0.00081142853,0.045098364,0.87949234,0.00044492804,0.00004274366,0.000004454272,6.744845e-8,8.1069896e-7,0.07343547,0.00031982528],"about_ca_topic_score_codex":0.00007328794,"about_ca_topic_score_gemma":0.0001745145,"teacher_disagreement_score":0.7006196,"about_ca_system_score_codex":0.00023850564,"about_ca_system_score_gemma":0.00018224015,"threshold_uncertainty_score":0.9998585},"labels":[],"label_agreement":null},{"id":"W3022265944","doi":"10.14283/jfa.2020.24","title":"Implementation of the Integrated Care of Older People (ICOPE) App in Primary Care: New Technologies in Geriatric Care During Quarantine of COVID-19 and Beyond","year":2021,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Pandemic; Quarantine; Isolation (microbiology); Transmission (telecommunications); Population; Coronavirus disease 2019 (COVID-19); Health care; Psychological intervention; Global health; Family medicine; Public health; Nursing; Economic growth; Environmental health; Disease; Infectious disease (medical specialty); Internal medicine; Pathology","score_opus":0.01142682466836067,"score_gpt":0.28787574316463777,"score_spread":0.2764489184962771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022265944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774489,0.019032476,0.0000893651,0.0028844003,0.00009143888,0.00035778675,0.0000233963,0.000011919078,0.000060338185],"genre_scores_gemma":[0.9984378,0.0007961374,0.00062195567,0.000064791195,0.00002709462,0.0000020206196,0.000013333474,0.000016069149,0.000020770723],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828583,0.00014646178,0.00085516146,0.00013123223,0.00039285515,0.00018844806],"domain_scores_gemma":[0.99839973,0.00017435246,0.00067058066,0.00031605706,0.00039321507,0.00004603473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030530404,0.00015027734,0.0005503945,0.00034977065,0.000044370507,0.00000792808,0.00025152505,0.00008240327,0.000022767952],"category_scores_gemma":[0.00027920527,0.00009843448,0.00009888119,0.0010081648,0.000104423605,0.000118866395,0.00017124845,0.00046056323,1.00277866e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022429408,0.000049823517,0.66032636,0.0034642033,0.00008256594,0.000042780164,0.15822296,0.00044964446,0.1505079,0.0000092657,0.0001174733,0.02650274],"study_design_scores_gemma":[0.004559734,0.00011360547,0.5876776,0.0010549056,0.0001455083,0.00016241425,0.27091965,0.0000063567018,0.13521536,0.000028341681,0.0000408294,0.00007570931],"about_ca_topic_score_codex":0.0028050453,"about_ca_topic_score_gemma":0.0052057076,"teacher_disagreement_score":0.112696685,"about_ca_system_score_codex":0.00036641213,"about_ca_system_score_gemma":0.0010979931,"threshold_uncertainty_score":0.42404082},"labels":[],"label_agreement":null},{"id":"W3022384237","doi":"10.1002/ejhf.1832","title":"The Prevalence and Importance of Frailty in Heart Failure with Reduced Ejection Fraction – An Analysis of PARADIGM-HF and ATMOSPHERE","year":2020,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Frailty in Older Adults","field":"Medicine","cited_by":144,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"British Heart Foundation","keywords":"Medicine; Heart failure; Hazard ratio; Ejection fraction; Decompensation; Internal medicine; Cardiology; Confidence interval","score_opus":0.016442803132322357,"score_gpt":0.26038837627656375,"score_spread":0.2439455731442414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022384237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9742853,0.0008699046,0.00011224054,0.024466563,0.000025851365,0.00018607231,0.0000070439337,0.00000934342,0.00003764719],"genre_scores_gemma":[0.99338067,0.00016208005,0.0060848226,0.00021853475,0.00009942615,7.358825e-7,0.0000027508709,0.000022948707,0.000028030257],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99819785,0.00038079103,0.0006539595,0.00023218128,0.00037633127,0.00015890559],"domain_scores_gemma":[0.9987174,0.00011564836,0.0005007306,0.00025766276,0.00020141907,0.00020710268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007198377,0.00015440576,0.00052847236,0.00006263195,0.00006669314,0.00002647784,0.000098864024,0.00004128266,0.00004871263],"category_scores_gemma":[0.00023500429,0.00010407461,0.00009596836,0.0006226271,0.0001729506,0.00030347658,0.000026446884,0.0004672912,0.0000011134138],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008447253,0.0000836875,0.97422284,0.0002417847,0.0003437127,0.00006572149,0.0010263147,0.00036627855,0.018023508,0.000010876105,0.0041879523,0.00058260997],"study_design_scores_gemma":[0.0015507112,0.0021888625,0.9772269,0.00042802174,0.0006191144,0.00038266322,0.0013465075,0.00092208484,0.0015161784,0.0000071947675,0.013699099,0.00011263035],"about_ca_topic_score_codex":0.000017291924,"about_ca_topic_score_gemma":0.00015646698,"teacher_disagreement_score":0.024248028,"about_ca_system_score_codex":0.000027860588,"about_ca_system_score_gemma":0.00007386833,"threshold_uncertainty_score":0.42440394},"labels":[],"label_agreement":null},{"id":"W3022580342","doi":"10.23937/2469-5858/1510087","title":"The Predictive Status of the Neurocognitive Frailty Index in a Canadian Sample of Elderly with Hypertension","year":2020,"lang":"en","type":"article","venue":"Journal of Geriatric Medicine and Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Université de Moncton","funders":"","keywords":"Neurocognitive; Frailty Index; Medicine; Gerontology; Cognition; Cognitive decline; Cognitive impairment; Index (typography); Psychiatry; Internal medicine; Dementia; Disease","score_opus":0.039641329054767985,"score_gpt":0.2782330130206825,"score_spread":0.23859168396591451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022580342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.960316,0.003039669,0.00021343045,0.035127334,0.00021556624,0.00038783034,0.00001752202,0.0000024493752,0.0006801887],"genre_scores_gemma":[0.99750984,0.00082806515,0.000100541336,0.0013258762,0.00019871388,0.0000016753725,0.0000014963867,0.000009657838,0.000024108373],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840444,0.00015867707,0.0006344213,0.00013207442,0.00034092105,0.00032944628],"domain_scores_gemma":[0.9975077,0.00090337585,0.0005600593,0.00014594817,0.00049150747,0.0003914159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031071706,0.00012769776,0.0006203966,0.00016749278,0.00005243406,0.0000023018893,0.00013141311,0.000095414944,0.000031789354],"category_scores_gemma":[0.003276369,0.00005853768,0.000054753244,0.00040132593,0.00041695245,0.000050388277,0.000027618567,0.00045428495,1.6288972e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00836395,0.0001663039,0.8926505,0.0003294792,0.00054576114,0.0006148246,0.018569726,0.000058576807,0.0018344003,0.0001328836,0.0105861155,0.06614752],"study_design_scores_gemma":[0.00828074,0.00989296,0.9665367,0.00036026802,0.00039007358,0.0010437148,0.0059066145,0.0005261953,0.00014310922,0.00020887656,0.0066298787,0.00008087006],"about_ca_topic_score_codex":0.058656853,"about_ca_topic_score_gemma":0.06494252,"teacher_disagreement_score":0.07388624,"about_ca_system_score_codex":0.00005923755,"about_ca_system_score_gemma":0.0009874561,"threshold_uncertainty_score":0.9521198},"labels":[],"label_agreement":null},{"id":"W3023292280","doi":"10.1093/gerona/glaa112","title":"A Metabolite Composite Score Attenuated a Substantial Portion of the Higher Mortality Risk Associated With Frailty Among Community-Dwelling Older Adults","year":2020,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Institute of Nursing Research; Michael Smith Health Research BC; Canadian Cancer Society; National Institute on Aging; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; University of Pittsburgh","keywords":"Metabolite; Medicine; Demography; Epidemiology; Proportional hazards model; Internal medicine; Gerontology","score_opus":0.07924985910785023,"score_gpt":0.3067886110123577,"score_spread":0.22753875190450748,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023292280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99111074,0.0012636002,0.00016510405,0.0062602065,0.0001663049,0.00066410535,0.0001133648,0.000052877753,0.00020369384],"genre_scores_gemma":[0.9988795,0.0001959917,0.0001221542,0.00053858507,0.00008302689,0.000009442358,0.000033730354,0.000035312318,0.000102247686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99642664,0.001459725,0.00095120835,0.00020159005,0.00058899465,0.00037186345],"domain_scores_gemma":[0.9958416,0.00031940546,0.0022360466,0.0007159839,0.0007361168,0.00015081064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010449747,0.00028532985,0.0009772244,0.000054582102,0.0004277017,0.000018483772,0.00050597836,0.00021256084,0.00015159533],"category_scores_gemma":[0.0006588184,0.00015741582,0.00024992306,0.0005086846,0.0010975284,0.00023912724,0.0001381792,0.0014542678,0.0000016654719],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030197199,0.0003297915,0.9701695,0.00015618459,0.001935373,0.000026776415,0.015310929,0.00022810845,0.00814795,0.000029341696,0.00026272872,0.00038363424],"study_design_scores_gemma":[0.0031143818,0.0005238147,0.9807276,0.00094185886,0.0013170565,0.000077231416,0.0019591385,0.00029894896,0.010767408,0.00009096588,0.000033882057,0.00014770807],"about_ca_topic_score_codex":0.0025450021,"about_ca_topic_score_gemma":0.003666404,"teacher_disagreement_score":0.013351791,"about_ca_system_score_codex":0.00004377006,"about_ca_system_score_gemma":0.00010044333,"threshold_uncertainty_score":0.64192307},"labels":[],"label_agreement":null},{"id":"W3023439158","doi":"10.1093/ageing/afaa095","title":"Frailty in the face of COVID-19","year":2020,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Face (sociological concept); Betacoronavirus; Pandemic; Pneumonia; MEDLINE; Virology; Internal medicine; Outbreak; Linguistics","score_opus":0.0667210925636129,"score_gpt":0.3196946577844875,"score_spread":0.2529735652208746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3023439158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9615533,0.00040898548,0.00056157296,0.034286298,0.000014505055,0.00016276682,0.0000027570493,0.000016988217,0.0029928342],"genre_scores_gemma":[0.98663354,0.00004339551,0.00012572488,0.013003523,0.00004836936,0.0000024767016,0.000003956314,0.0000039048136,0.0001351389],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9996056,0.000026679587,0.00009905874,0.00009317393,0.000097086326,0.00007842133],"domain_scores_gemma":[0.9996985,0.000111704154,0.000021953907,0.00009190054,0.000005557138,0.00007034933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008789287,0.000045573055,0.00010830776,0.000015538248,0.000021252952,0.0000065332956,0.000055298944,0.000025301397,0.000035873927],"category_scores_gemma":[0.00041418476,0.000030163448,0.000019981086,0.000114070295,0.000036872654,0.00002807039,0.00002568396,0.00011303166,0.000005115788],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040447267,0.00034830658,0.07121093,0.003746159,0.00016410084,0.109094046,0.45210615,0.00025640492,0.108124465,0.0018084805,0.06525479,0.1874817],"study_design_scores_gemma":[0.007516124,0.0008866289,0.6233913,0.00049166783,0.00013570326,0.00016477588,0.02762051,0.0020499139,0.003899591,0.0011664085,0.33229727,0.00038012612],"about_ca_topic_score_codex":0.00020164973,"about_ca_topic_score_gemma":0.00005472039,"teacher_disagreement_score":0.55218035,"about_ca_system_score_codex":0.00000623397,"about_ca_system_score_gemma":0.000021421965,"threshold_uncertainty_score":0.12300297},"labels":[],"label_agreement":null},{"id":"W3024185391","doi":"10.1007/s40200-020-00542-z","title":"Edmonton frail score is associated with diabetic control in elderly type 2 diabetic subjects","year":2020,"lang":"en","type":"article","venue":"Journal of Diabetes & Metabolic Disorders","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Glycated hemoglobin; Internal medicine; Diabetes mellitus; Type 2 Diabetes Mellitus; Renal function; Triglyceride; Metabolic control analysis; Type 2 diabetes; Hemoglobin; Cholesterol; Endocrinology","score_opus":0.011010287299687373,"score_gpt":0.23253387683760465,"score_spread":0.2215235895379173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024185391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9731411,0.010801519,0.00003544923,0.014513589,0.000304054,0.00060681114,0.000020308127,0.0000510101,0.000526174],"genre_scores_gemma":[0.99147356,0.00045324644,0.00016928879,0.0074216775,0.00024342802,0.000015486014,0.000012632809,0.00009694131,0.00011374036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965377,0.00023218912,0.0009937898,0.00038844906,0.00099389,0.0008539776],"domain_scores_gemma":[0.9974812,0.00039337305,0.00070635846,0.00032571424,0.00048709012,0.0006062476],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005270261,0.0004579854,0.001634358,0.00038259718,0.00005959303,0.000066703484,0.00037321736,0.00019126157,0.00026539117],"category_scores_gemma":[0.0020395953,0.0003605654,0.00030999788,0.0013961898,0.00019961978,0.00036641394,0.0000378879,0.0009517947,0.000037869875],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003855755,0.0007639803,0.96351886,0.0001774082,0.0012710708,0.00007559338,0.0024769446,0.00020175766,0.0048878463,0.000016991478,0.0038721333,0.022351822],"study_design_scores_gemma":[0.023523504,0.0056658234,0.95428807,0.0012669287,0.0016581945,0.000008839731,0.00049855496,0.0015196063,0.00190577,0.0003443157,0.0086589195,0.000661464],"about_ca_topic_score_codex":0.000026885802,"about_ca_topic_score_gemma":0.00012620405,"teacher_disagreement_score":0.023137929,"about_ca_system_score_codex":0.00009233623,"about_ca_system_score_gemma":0.00042525254,"threshold_uncertainty_score":0.9998846},"labels":[],"label_agreement":null},{"id":"W3024550596","doi":"10.1177/0844562120920513","title":"InterRAI Acute Care Instrument for Seniors in Canadian Hospitals: Findings of an Inter-Rater Reliability Pilot Study","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Waterloo; St Joseph's Health Centre; Conestoga College","funders":"","keywords":"Medicine; Polypharmacy; Acute care; Minimum Data Set; Reliability (semiconductor); Inter-rater reliability; Family medicine; Health care; Nursing; Medical emergency; Nursing homes; Psychology; Rating scale; Intensive care medicine","score_opus":0.09881526621363561,"score_gpt":0.4091140168257637,"score_spread":0.3102987506121281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024550596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9750912,0.00014281977,0.000008775878,0.02274652,0.0003744244,0.0011680257,0.00009444163,0.00000399461,0.000369756],"genre_scores_gemma":[0.9989469,0.0000033421334,0.00055200374,0.00020026743,0.0001686495,0.000010456807,0.000015677631,0.000039156548,0.00006352567],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731547,0.00025765033,0.00069085247,0.0003137139,0.00051454053,0.0009077605],"domain_scores_gemma":[0.99526036,0.000100909594,0.00009568081,0.00033536198,0.0012716294,0.0029360424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014691711,0.00016799603,0.00049256574,0.0012796448,0.00012651764,0.00007615582,0.00047687156,0.00008417313,0.000083694504],"category_scores_gemma":[0.0015592689,0.00015787073,0.00008890905,0.000639167,0.00033946204,0.0002399139,0.000018337141,0.0009863062,0.000004311268],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0016607278,0.0005243932,0.6939016,0.00030811693,0.00016180852,0.0013402675,0.23839484,0.000034488257,0.0009976194,0.000017067972,0.011568983,0.05109006],"study_design_scores_gemma":[0.010826451,0.10183441,0.6813481,0.007002462,0.00024049591,0.00039287016,0.18956344,0.00068726816,0.0034288606,0.00045413937,0.0036712282,0.00055030454],"about_ca_topic_score_codex":0.3606288,"about_ca_topic_score_gemma":0.7719323,"teacher_disagreement_score":0.41130352,"about_ca_system_score_codex":0.0048599965,"about_ca_system_score_gemma":0.0062247566,"threshold_uncertainty_score":0.999409},"labels":[],"label_agreement":null},{"id":"W3024817861","doi":"10.1016/j.cjca.2020.05.014","title":"Avoiding Pajama Paralysis in the Cardiac Intensive Care Environment With Early Mobilization","year":2020,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital; Dalhousie University","funders":"Canadian Institutes of Health Research; Max Rady College of Medicine, University of Manitoba; Heart and Stroke Foundation of Canada","keywords":"Medicine; Scopus; Psychological intervention; Paralysis; Physical therapy; MEDLINE; Surgery; Psychiatry","score_opus":0.01783128313495893,"score_gpt":0.21811554788753956,"score_spread":0.20028426475258063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024817861","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03348161,0.007878955,0.00081514206,0.95410407,0.0009912942,0.0009416252,0.00016246528,0.000008411759,0.0016164135],"genre_scores_gemma":[0.72179794,0.00039437247,0.00007044898,0.2715624,0.005775561,0.000023684292,0.00022759289,0.000058632024,0.00008935246],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99747586,0.0008977907,0.0005042015,0.0002910869,0.00036319025,0.00046783898],"domain_scores_gemma":[0.99819905,0.0002776709,0.00032288043,0.00038675222,0.0005231027,0.00029056644],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00029473385,0.00030028922,0.0011979884,0.00045829514,0.00010270966,0.000032257216,0.0003208696,0.0004942441,0.000018762687],"category_scores_gemma":[0.0005385966,0.00020345795,0.00040845276,0.00022133296,0.0002712916,0.00005572523,0.0000140280135,0.0037573802,0.000020731128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006607482,5.755348e-7,0.067427486,0.00017026762,0.0010349914,0.02446722,0.011526295,0.0019796584,0.000015859147,0.0000027102794,0.89163756,0.0016712779],"study_design_scores_gemma":[0.0008545972,0.0008586832,0.021103634,0.0005059633,0.0011815152,0.0024024523,0.01048425,0.000004382467,0.000014637712,0.000019561825,0.9623198,0.00025050927],"about_ca_topic_score_codex":0.0011316754,"about_ca_topic_score_gemma":0.0005653991,"teacher_disagreement_score":0.68831635,"about_ca_system_score_codex":0.0007084834,"about_ca_system_score_gemma":0.0011233392,"threshold_uncertainty_score":0.998541},"labels":[],"label_agreement":null},{"id":"W3025376975","doi":"10.1016/j.jtcvs.2020.04.142","title":"Commentary: You have to be able to walk the walk if you want to have a successful proximal aortic procedure","year":2020,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint John Regional Hospital; University of New Brunswick","funders":"","keywords":"Scopus; Prehabilitation; Medicine; Population; Gait; Gerontology; MEDLINE; Physical therapy","score_opus":0.024995311053488678,"score_gpt":0.2806549284109744,"score_spread":0.2556596173574857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025376975","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.063621186,0.005934864,0.0007296226,0.9258764,0.0013362326,0.0021550988,0.00011758646,0.00005253567,0.00017648342],"genre_scores_gemma":[0.06839576,0.00076917745,0.0011888918,0.91567516,0.01151317,0.00019033097,0.00011641999,0.00027136866,0.0018797333],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99291825,0.0005595317,0.0015373658,0.00092883914,0.0029809528,0.0010750337],"domain_scores_gemma":[0.99585056,0.0003950781,0.00048242786,0.0013953162,0.00077927974,0.001097344],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0026188472,0.00087929994,0.0032386533,0.0006949352,0.0002769302,0.0002852201,0.0006585785,0.0005397897,0.00007092193],"category_scores_gemma":[0.0012008304,0.0005994554,0.0031529241,0.0006303207,0.00012409275,0.00023958276,0.00043855884,0.003070257,0.000044223627],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007501361,0.00007802885,0.0052334405,0.0014400254,0.0057221367,0.009588232,0.0020686428,0.00007275967,0.000048060934,1.4643007e-7,0.94252163,0.032476734],"study_design_scores_gemma":[0.0005152714,0.00059179467,0.0020357552,0.002820239,0.0044936454,0.005259399,0.0018706198,0.00003742365,0.0005433232,0.000021218868,0.9810496,0.00076169585],"about_ca_topic_score_codex":0.00026098752,"about_ca_topic_score_gemma":0.000017361936,"teacher_disagreement_score":0.038527958,"about_ca_system_score_codex":0.00036094748,"about_ca_system_score_gemma":0.0005929385,"threshold_uncertainty_score":0.9996457},"labels":[],"label_agreement":null},{"id":"W3025377234","doi":"10.1017/s0714980820000203","title":"Interdisciplinary and Collaborative Approaches Needed to Determine Impact of COVID-19 on Older Adults and Aging: CAG/ACG and<i>CJA</i>/<i>RCV</i>Joint Statement","year":2020,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Simon Fraser University; Université de Sherbrooke; Alberta Health Services; Université de Montréal; Conestoga College; Canadian Association on Gerontology; University of Waterloo; University of Guelph; York University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Statement (logic); Pandemic; Gerontology; Multidisciplinary approach; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Population; Medicine; Psychology; Political science; Disease; Environmental health; Virology","score_opus":0.03601452215440815,"score_gpt":0.27663938539431965,"score_spread":0.2406248632399115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025377234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8837092,0.0008247068,0.00008497364,0.11367333,0.00015438061,0.0010213286,0.00025749207,0.000017755567,0.0002568664],"genre_scores_gemma":[0.9918508,0.00016794802,0.00047797846,0.007036195,0.00021355806,0.000039223833,0.0000380474,0.000062369494,0.000113877846],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99747694,0.00017444097,0.0007401703,0.0006419244,0.00019003084,0.00077648764],"domain_scores_gemma":[0.99219763,0.00015992737,0.00031143476,0.0002974082,0.00022548587,0.0068080863],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006381886,0.00047102472,0.0007507808,0.0006205879,0.00034594134,0.0001445869,0.00016094322,0.000091797345,0.00008723279],"category_scores_gemma":[0.0006066843,0.00041614752,0.00010833987,0.0004475476,0.0002014904,0.00013353956,0.00009197959,0.0005031623,0.0000024777664],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025108636,0.00040139235,0.048804313,0.004647208,0.0019218635,0.014832062,0.73244613,0.0041282973,0.0028252243,0.0007347681,0.0885999,0.09814796],"study_design_scores_gemma":[0.051376067,0.047240857,0.29942238,0.0321736,0.0017571799,0.015664669,0.33532235,0.021015951,0.0053666993,0.00044504882,0.1842625,0.005952691],"about_ca_topic_score_codex":0.017474843,"about_ca_topic_score_gemma":0.11440398,"teacher_disagreement_score":0.39712378,"about_ca_system_score_codex":0.001752163,"about_ca_system_score_gemma":0.0013213665,"threshold_uncertainty_score":0.99982905},"labels":[],"label_agreement":null},{"id":"W3025549468","doi":"10.1017/cem.2020.334","title":"P130: Feasibility of self-assessing functional status in older emergency department patients","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Emergency department; Activities of daily living; Physical therapy; Geriatrics; Gerontology; Nursing; Psychiatry","score_opus":0.0925609278770964,"score_gpt":0.34221934377012786,"score_spread":0.24965841589303145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3025549468","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820381,0.0021625606,0.00014998933,0.0074348003,0.0055944105,0.00046377294,0.000034327084,0.000010410582,0.0021116422],"genre_scores_gemma":[0.9979858,0.0004479542,0.00029394033,0.00028104987,0.00079682213,0.0000038362846,0.000054222113,0.000029756253,0.000106628184],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966134,0.000105266685,0.0017699836,0.00027022517,0.000712079,0.0005290793],"domain_scores_gemma":[0.99623674,0.00003717321,0.0005941719,0.00024134778,0.0010209536,0.0018696185],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043661727,0.0002416992,0.00066710537,0.0003865611,0.00006399675,0.000002602051,0.00015305642,0.000105101404,0.009697166],"category_scores_gemma":[0.0016885509,0.00020262114,0.00017533428,0.0008049284,0.00007869336,0.000212461,0.000015684467,0.00045438306,0.000010425844],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009846152,0.00019951792,0.9360508,0.0002219371,0.000107045234,0.00008923523,0.0021808182,0.00003152121,0.00031065592,0.00002105553,0.05952983,0.0011591242],"study_design_scores_gemma":[0.0043703904,0.0010781356,0.9820913,0.00034563366,0.00019044573,0.000011435029,0.00063211547,0.00008758127,0.00006896721,0.000096165604,0.010874495,0.00015333167],"about_ca_topic_score_codex":0.002436057,"about_ca_topic_score_gemma":0.008036607,"teacher_disagreement_score":0.048655335,"about_ca_system_score_codex":0.000509202,"about_ca_system_score_gemma":0.0017534277,"threshold_uncertainty_score":0.9912081},"labels":[],"label_agreement":null},{"id":"W3026018907","doi":"10.1017/cem.2020.377","title":"Frailty and associated prognosis among older emergency department patients with suspected infection: A prospective, observational cohort study","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Emergency department; Systemic inflammatory response syndrome; Prospective cohort study; Odds ratio; Confidence interval; Internal medicine; Septic shock; Logistic regression; Confounding; Cohort study; Observational study; Sepsis","score_opus":0.05985247272762613,"score_gpt":0.30304825661448187,"score_spread":0.24319578388685575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026018907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902444,0.00031487824,0.000040536743,0.0049393205,0.001537474,0.0021268157,0.000028585468,0.00002840785,0.0007396024],"genre_scores_gemma":[0.9985115,0.000094898925,0.000053190124,0.00017201154,0.0006365419,0.000057932346,0.00009356308,0.000044429387,0.00033592182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971703,0.00010443149,0.0010800288,0.0003671324,0.0008747885,0.0004033121],"domain_scores_gemma":[0.9955963,0.000029592453,0.00058317755,0.00017337708,0.002054622,0.0015629277],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034155042,0.0003118343,0.0006729692,0.00025878375,0.00020097077,0.000007479093,0.00012213277,0.00009886902,0.0051156566],"category_scores_gemma":[0.0017678139,0.00023433582,0.0000868587,0.001098485,0.00012922019,0.00025601836,0.000016519927,0.0004884851,0.000004416285],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009849653,0.00035301375,0.9592296,0.00005237752,0.0009124439,0.00010865627,0.0020055433,0.00000607728,0.000009399239,0.000007967329,0.03707868,0.00013775557],"study_design_scores_gemma":[0.0052512637,0.005118953,0.9868485,0.0002590021,0.00079476845,0.000008668678,0.00026100661,0.00003868511,0.0000071186164,0.000026001326,0.00116992,0.0002161304],"about_ca_topic_score_codex":0.003920917,"about_ca_topic_score_gemma":0.042186998,"teacher_disagreement_score":0.03826608,"about_ca_system_score_codex":0.00034244824,"about_ca_system_score_gemma":0.0006282781,"threshold_uncertainty_score":0.9957938},"labels":[],"label_agreement":null},{"id":"W3026024911","doi":"10.1016/j.jtcvs.2020.05.010","title":"Commentary: Frailty and cardiac surgery: Is there strength in numbers?","year":2020,"lang":"en","type":"letter","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital; Saint John Regional Hospital; Dalhousie University","funders":"Pfizer Canada","keywords":"Medicine; Scopus; Retrospective cohort study; MEDLINE; Population; Frailty Index; Gerontology; General surgery; Surgery","score_opus":0.029886346138366247,"score_gpt":0.2769283800936751,"score_spread":0.24704203395530885,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026024911","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.106922895,0.19128303,0.00003893062,0.69904673,0.0017816428,0.00043651916,0.00020074754,0.000035477256,0.0002539975],"genre_scores_gemma":[0.14014222,0.11216421,0.00052016205,0.7310109,0.014730497,0.00002698126,0.00041710457,0.00036544356,0.00062245247],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995358,0.0008988477,0.0011937472,0.00055916625,0.0014476724,0.00054259563],"domain_scores_gemma":[0.99678063,0.0014051683,0.0005437896,0.000695171,0.0002221532,0.00035306177],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0022824334,0.0006029348,0.0041263113,0.0005710618,0.000078436016,0.00010029256,0.00015158222,0.0007141623,0.00009556986],"category_scores_gemma":[0.0003965083,0.00051364343,0.0036351683,0.00039461727,0.00020746929,0.00024401741,0.0001317464,0.0031214168,0.000007678858],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013579281,0.00003076194,0.068657614,0.0013001638,0.0057327086,0.010974784,0.00027398678,5.539827e-7,0.0000019906931,1.01830935e-7,0.82083476,0.09205675],"study_design_scores_gemma":[0.00033468788,0.00006240155,0.013409564,0.0025939266,0.0028350975,0.001615574,0.00029270264,0.0000062293343,0.0000949768,0.000042101692,0.97820354,0.00050921284],"about_ca_topic_score_codex":0.00026682127,"about_ca_topic_score_gemma":0.000003389468,"teacher_disagreement_score":0.15736873,"about_ca_system_score_codex":0.00013684815,"about_ca_system_score_gemma":0.00032639856,"threshold_uncertainty_score":0.99973154},"labels":[],"label_agreement":null},{"id":"W3027174774","doi":"10.9789/2175-5361.rpcfo.v12.8594","title":"Syndrome of frailty and the use of assistive technologies in elderly","year":2020,"lang":"pt","type":"article","venue":"Revista de Pesquisa Cuidado é Fundamental Online","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Gerontology; Art","score_opus":0.06293604205246264,"score_gpt":0.30553081261736376,"score_spread":0.2425947705649011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027174774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9601248,0.015555912,0.00025799617,0.020802306,0.00009609528,0.0015630539,0.0014600644,0.00009145361,0.0000483502],"genre_scores_gemma":[0.994756,0.0021340386,0.0018324647,0.00065077085,0.00005944243,0.000023509807,0.000126817,0.00005981523,0.00035714539],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963154,0.00032793684,0.0015349583,0.00064720283,0.000615471,0.0005590049],"domain_scores_gemma":[0.99712765,0.0010518162,0.00074889476,0.00070390035,0.00016303579,0.0002046726],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046699084,0.0005299164,0.0017814843,0.00023083335,0.00006549661,0.00007891492,0.00047598517,0.00035079036,0.00017834532],"category_scores_gemma":[0.0025996699,0.00039311804,0.0003027701,0.00096389896,0.0018541852,0.00021202797,0.0005558221,0.0009287793,0.0000137386905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011334438,0.0053665913,0.783387,0.017422233,0.0026885767,0.0017844884,0.013346106,0.00016907704,0.02128599,0.0064638522,0.0062465603,0.13050507],"study_design_scores_gemma":[0.057939302,0.017419005,0.7235101,0.027631689,0.003949571,0.001718956,0.0443007,0.030655451,0.005113877,0.00020401608,0.0850608,0.0024965361],"about_ca_topic_score_codex":0.0005523633,"about_ca_topic_score_gemma":0.00010174341,"teacher_disagreement_score":0.12800854,"about_ca_system_score_codex":0.0002536646,"about_ca_system_score_gemma":0.00025629628,"threshold_uncertainty_score":0.99985206},"labels":[],"label_agreement":null},{"id":"W3028866718","doi":"10.1200/jco.2020.38.29_suppl.159","title":"Patient-reported outcomes (PROs) in older adults with gastrointestinal (GI) cancer undergoing surgery.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Activities of daily living; Depression (economics); Perioperative; Comorbidity; Geriatric oncology; Cancer; Physical therapy; Geriatric Depression Scale; Internal medicine; Surgery; Anxiety; Depressive symptoms; Psychiatry","score_opus":0.09772491008913638,"score_gpt":0.41734124276765056,"score_spread":0.3196163326785142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028866718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9425259,0.00016825942,0.00022021984,0.05566709,0.0006136885,0.0003103688,0.0000024280153,0.000021787286,0.00047023004],"genre_scores_gemma":[0.9839467,0.00017777891,0.0057649706,0.009381699,0.00060638087,0.000008400019,0.0000027370809,0.000031793137,0.00007954234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949604,0.0002926992,0.0034605055,0.000311656,0.00059264246,0.00038207573],"domain_scores_gemma":[0.9896733,0.0061472706,0.0026706397,0.0001864385,0.00061733334,0.0007049973],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0011490706,0.00021617727,0.00204412,0.00014525342,0.000024002826,0.000009880089,0.00012437213,0.00019694233,0.00030113183],"category_scores_gemma":[0.019410605,0.00014259756,0.00042748376,0.0003044283,0.0001798703,0.00015744264,0.000054472344,0.001454649,0.0000129596465],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007526939,0.0010934859,0.9321721,0.0001244566,0.00020387046,0.007213803,0.00039989423,0.00006166304,0.000019481216,0.0000031435109,0.005648454,0.04553268],"study_design_scores_gemma":[0.015123449,0.010282224,0.9667996,0.0024089108,0.00021826931,0.0024698942,0.0005688663,0.00018463115,0.000029312929,0.000015305006,0.0017529731,0.00014651868],"about_ca_topic_score_codex":0.00009778119,"about_ca_topic_score_gemma":0.0008038318,"teacher_disagreement_score":0.04628539,"about_ca_system_score_codex":0.00019914418,"about_ca_system_score_gemma":0.00434633,"threshold_uncertainty_score":0.98884934},"labels":[],"label_agreement":null},{"id":"W3028934948","doi":"10.5770/cgj.23.429","title":"Blood Pressure Targets for Older Patients—Do Advanced Age and Frailty Really Not Matter?","year":2020,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia Hospital; University of Calgary","funders":"","keywords":"Medicine; Dementia; Intensive care medicine; Blood pressure; Gerontology; Pediatrics; Disease; Internal medicine","score_opus":0.013856484458836504,"score_gpt":0.2404938008656029,"score_spread":0.2266373164067664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028934948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84325224,0.01132135,0.0019396612,0.12714493,0.003171212,0.004582724,0.002482193,0.00014689131,0.005958798],"genre_scores_gemma":[0.9733953,0.00022806707,0.0075796666,0.015841715,0.0012206455,0.000023971399,0.0001006245,0.000093249706,0.0015167955],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983247,0.000033076645,0.00041105362,0.00034654586,0.00029496063,0.00058966497],"domain_scores_gemma":[0.9971583,0.000066510685,0.00017998896,0.00020951011,0.00034179477,0.0020438978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013752305,0.00023132474,0.00037043556,0.00020092132,0.00022657,0.00013417786,0.00018101506,0.00017175308,0.0004025327],"category_scores_gemma":[0.0005486565,0.0002256551,0.00011633416,0.00020736858,0.000044284283,0.00016844561,0.000031062275,0.00047994332,0.000024558498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086226634,0.00027375715,0.11451444,0.0012993587,0.0012204399,0.0029431921,0.0077526183,0.00014766508,0.0023012871,0.00016976448,0.79145753,0.077057675],"study_design_scores_gemma":[0.014058141,0.000966365,0.40574226,0.00016694305,0.001304658,0.00049073127,0.00017802369,0.0001950288,0.0004345105,0.00023373868,0.57559466,0.0006349468],"about_ca_topic_score_codex":0.0005472784,"about_ca_topic_score_gemma":0.0020677124,"teacher_disagreement_score":0.29122782,"about_ca_system_score_codex":0.00007884241,"about_ca_system_score_gemma":0.00056732877,"threshold_uncertainty_score":0.92019475},"labels":[],"label_agreement":null},{"id":"W3028978202","doi":"10.37689/acta-ape/2020ao0124","title":"Fragilidade e risco de queda em idosos que vivem no domicílio","year":2020,"lang":"pt","type":"article","venue":"Acta Paulista de Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Environmental health; Demography; Sociology","score_opus":0.031085327284715168,"score_gpt":0.29502933119059305,"score_spread":0.26394400390587786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3028978202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82806814,0.0038574017,0.0070726667,0.07703761,0.003549968,0.0041026887,0.0013956294,0.0017563269,0.073159575],"genre_scores_gemma":[0.9485224,0.00048957515,0.0017469157,0.027050212,0.0038557283,0.00009685445,0.00029597466,0.00034221416,0.017600127],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99280274,0.00080781756,0.0014045121,0.0015704134,0.0011086244,0.0023058655],"domain_scores_gemma":[0.9942501,0.00078797434,0.00053280825,0.0016772631,0.00042294044,0.0023288867],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008144571,0.0012354397,0.0015296991,0.0002538824,0.00033879068,0.00051501585,0.0014434006,0.0010123275,0.005712757],"category_scores_gemma":[0.00391506,0.0013060644,0.0005969335,0.0008870524,0.0003155966,0.0006487408,0.0005516026,0.0028909429,0.009176429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019754001,0.00076160283,0.01842174,0.0025200099,0.0010650817,0.0065557915,0.04435858,0.000094585805,0.09858775,0.00058204215,0.82152706,0.0035503227],"study_design_scores_gemma":[0.020902311,0.002364502,0.058322676,0.0027467364,0.0025609208,0.0010944562,0.016862167,0.032576114,0.038865995,0.00027541656,0.8192837,0.00414499],"about_ca_topic_score_codex":0.00089994684,"about_ca_topic_score_gemma":0.00029106927,"teacher_disagreement_score":0.12045427,"about_ca_system_score_codex":0.0010969441,"about_ca_system_score_gemma":0.0015754288,"threshold_uncertainty_score":0.99940944},"labels":[],"label_agreement":null},{"id":"W3029255934","doi":"10.1016/j.healthpol.2020.05.002","title":"Caring for older cancer patients: A scoping review","year":2020,"lang":"en","type":"review","venue":"Health Policy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; McGill University; Jewish General Hospital; York University","funders":"","keywords":"Geriatric oncology; Specialty; Medicine; Health care; Population; Theme (computing); Alternative medicine; Cancer; Family medicine; Nursing; Gerontology; MEDLINE; Medical education; Political science; Pathology","score_opus":0.14729565412885232,"score_gpt":0.5245386940290984,"score_spread":0.37724303990024605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029255934","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.1050185e-8,0.9592692,0.000022650318,0.02478207,0.000376108,0.01480027,0.00029164972,0.000113804475,0.00034418717],"genre_scores_gemma":[6.6033756e-8,0.9477047,0.00037508007,0.04544028,0.0022496697,0.0031189185,0.00043024702,0.00015798153,0.0005230863],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967402,0.00013970991,0.0014030698,0.000619791,0.00031960342,0.000777587],"domain_scores_gemma":[0.9976579,0.00020702809,0.00080156093,0.0005098467,0.00017681114,0.00064683874],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024415337,0.0004913102,0.0038551048,0.0002219065,0.000118502634,0.000014208408,0.00019379731,0.00020949056,0.000083329265],"category_scores_gemma":[0.0012721764,0.00040641057,0.00060294056,0.00065730687,0.00003085187,0.000045929115,0.000099966266,0.0005138308,0.00009869164],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011981515,0.00001853538,0.0000022187164,0.47066736,0.000039502625,0.000001187064,0.00007038,7.794173e-9,4.884155e-10,0.000019262803,0.023828585,0.5053518],"study_design_scores_gemma":[0.0003756313,0.00009916767,0.0000036912215,0.48542783,0.00030318036,0.000009770726,8.1441607e-7,5.439094e-7,1.6075068e-8,0.0000012700403,0.5136431,0.00013498616],"about_ca_topic_score_codex":0.0018898196,"about_ca_topic_score_gemma":0.00012786961,"teacher_disagreement_score":0.5052168,"about_ca_system_score_codex":0.0014964041,"about_ca_system_score_gemma":0.01030137,"threshold_uncertainty_score":0.99983877},"labels":[],"label_agreement":null},{"id":"W3029357793","doi":"10.1200/jco.2020.38.15_suppl.12012","title":"Randomized trial of a perioperative geriatric intervention for older adults with cancer.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perioperative; Randomized controlled trial; Geriatric Depression Scale; Intervention (counseling); Depression (economics); Geriatrics; Clinical endpoint; Geriatric oncology; Cancer; Physical therapy; Internal medicine; Surgery; Anxiety; Depressive symptoms; Nursing; Psychiatry","score_opus":0.09075227229198334,"score_gpt":0.4704802751965041,"score_spread":0.37972800290452075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029357793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9528839,0.00068450155,0.0043679876,0.03708448,0.0016408719,0.0026649062,0.000012129023,0.000008946914,0.00065225107],"genre_scores_gemma":[0.987577,0.0005463429,0.006958152,0.0017139007,0.0027815027,0.00008084429,0.0000040853843,0.000018892799,0.00031927877],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99577177,0.0006302609,0.0029796853,0.00017621649,0.00029788862,0.00014417716],"domain_scores_gemma":[0.9922987,0.0034529513,0.0027897407,0.00009650182,0.0010733884,0.0002887058],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0027209802,0.0001261132,0.0027924557,0.000071683135,0.00001823815,0.000005155407,0.00012414568,0.0002456119,0.00025614342],"category_scores_gemma":[0.013502228,0.00007420055,0.0010898837,0.00014356391,0.00024316077,0.00009161905,0.000024147881,0.0005554751,0.0000021561157],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.90585333,0.0012719353,0.000256831,0.00018350301,0.0007494467,0.00004870964,0.001196377,0.000013763674,0.000020163212,0.00003404297,0.0016798963,0.088692024],"study_design_scores_gemma":[0.9360028,0.054064836,0.0012551445,0.00050163467,0.0011290213,0.000051143285,0.00040842418,0.0006864242,0.00012259513,0.00001699408,0.0056913598,0.00006961218],"about_ca_topic_score_codex":0.000032257918,"about_ca_topic_score_gemma":0.000034152403,"teacher_disagreement_score":0.08862241,"about_ca_system_score_codex":0.00006796231,"about_ca_system_score_gemma":0.0012297697,"threshold_uncertainty_score":0.9948075},"labels":[],"label_agreement":null},{"id":"W3029467800","doi":"10.2147/cia.s248170","title":"&lt;p&gt;Quality of Life and Frailty Syndrome in Patients with Atrial Fibrillation&lt;/p&gt;","year":2020,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Internal medicine; Quality of life (healthcare); Observational study; Cardiology","score_opus":0.14201797007378572,"score_gpt":0.41458401391562316,"score_spread":0.27256604384183747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029467800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99484444,0.00045197393,0.00048283473,0.0030864957,0.00023020792,0.0005254846,0.000035663077,0.00004086427,0.00030205224],"genre_scores_gemma":[0.99792856,0.000036731206,0.001426618,0.00025090156,0.00014960807,0.0000041175063,0.00005832497,0.00002117078,0.00012398104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99681485,0.00030269127,0.0019114069,0.00043595023,0.00031879637,0.00021630872],"domain_scores_gemma":[0.9982099,0.00072644354,0.00038123468,0.00030956283,0.00013941576,0.0002334301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000947663,0.00015943036,0.00074697274,0.00015784022,0.000029302191,0.000018141383,0.0001230402,0.00014432428,0.00017295324],"category_scores_gemma":[0.005473019,0.00014551115,0.00038502333,0.00044886983,0.00023477606,0.00014954979,0.00016249463,0.00039386388,0.00001794829],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049132877,0.00022230376,0.99158347,0.00046601237,0.00010138969,0.000012679072,0.00020186622,0.00008907798,0.000012740252,0.00019662337,0.00022239894,0.006400083],"study_design_scores_gemma":[0.009011159,0.0009690979,0.98666877,0.001738874,0.00005371291,0.0000026014293,0.000035669105,0.00073434965,0.0000034005984,0.00013219222,0.00050872314,0.00014144515],"about_ca_topic_score_codex":0.000025979318,"about_ca_topic_score_gemma":0.00015342416,"teacher_disagreement_score":0.00851983,"about_ca_system_score_codex":0.00005077426,"about_ca_system_score_gemma":0.00007043747,"threshold_uncertainty_score":0.65521103},"labels":[],"label_agreement":null},{"id":"W3029721605","doi":"10.1200/jco.2020.38.15_suppl.12050","title":"External validation of two predictive scores of chemotherapy toxicities among older patients with solid cancer, from ELCAPA prospective cohort.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"CNIB","keywords":"Medicine; Internal medicine; Prospective cohort study; Cohort; Cancer; Chemotherapy; Quality of life (healthcare); Cohort study; Oncology; Surgery","score_opus":0.04148314865587492,"score_gpt":0.40168425164794463,"score_spread":0.3602011029920697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029721605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958136,0.00014130378,0.0012826234,0.0013449735,0.0004741356,0.0005807894,0.00006193815,0.00000890553,0.0002917021],"genre_scores_gemma":[0.9949836,0.00025967727,0.0028113676,0.0008268914,0.0010376207,0.0000100095995,0.000007962238,0.00002439461,0.00003846484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966231,0.00022741251,0.0020597205,0.00022854397,0.00069431367,0.00016689383],"domain_scores_gemma":[0.9940739,0.0009660239,0.0031227414,0.00014867357,0.001416348,0.00027226814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005235507,0.00016402263,0.0016315511,0.000073824944,0.000018433291,0.000004901061,0.00018043537,0.000212911,0.0003266166],"category_scores_gemma":[0.0014206852,0.00011260605,0.00026018044,0.00013459439,0.00056583877,0.00020147502,0.000036624995,0.000664924,0.0000015324707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009302276,0.0012681633,0.977819,0.000048111782,0.0011092809,0.00002862509,0.0015921467,0.00020905575,0.00072816573,0.000007207084,0.000514819,0.007373125],"study_design_scores_gemma":[0.019196289,0.017408486,0.93850654,0.0007014233,0.0005464347,0.0000053290846,0.00017788586,0.00021849043,0.022834282,0.00027357574,0.000043391075,0.00008787905],"about_ca_topic_score_codex":0.00018932743,"about_ca_topic_score_gemma":0.000052680713,"teacher_disagreement_score":0.039312493,"about_ca_system_score_codex":0.00014079199,"about_ca_system_score_gemma":0.0008667124,"threshold_uncertainty_score":0.45919415},"labels":[],"label_agreement":null},{"id":"W3029877691","doi":"10.1200/jco.2020.38.15_suppl.e24020","title":"Predictive role of Vulnerable Elders Survey-13 screen tool for elder cancer patients in final oncology treatment plan.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Geriatric oncology; Cancer; Internal medicine; Cancer treatment; Oncology","score_opus":0.1866473015094935,"score_gpt":0.46283845106110144,"score_spread":0.27619114955160795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3029877691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99020386,0.00035537564,0.00026155522,0.006031637,0.00075681164,0.00084652746,0.00020113082,0.000007960018,0.0013351535],"genre_scores_gemma":[0.9935469,0.0008270961,0.0022765994,0.0022764008,0.00077873067,0.000039709597,0.000038537608,0.000024384673,0.00019161197],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955804,0.0008654979,0.0026351218,0.00027749996,0.00030976578,0.00033173675],"domain_scores_gemma":[0.9919027,0.0051392824,0.0016920601,0.0001394097,0.00075009203,0.0003764345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020015182,0.00019168267,0.0020250545,0.00011809493,0.000028921982,0.0000030734204,0.0001971516,0.0005435316,0.00023319744],"category_scores_gemma":[0.0075871376,0.00014227146,0.0004120426,0.00017189373,0.00019193318,0.00011217621,0.000046832214,0.000879381,0.000005640897],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.030530794,0.0043142075,0.79018277,0.000039210114,0.00065957225,0.000094074225,0.00096322934,0.00028351208,0.00006067542,0.000008217686,0.010155512,0.16270824],"study_design_scores_gemma":[0.03312632,0.10458605,0.8195478,0.00012792532,0.0004041262,0.000020339252,0.0002697609,0.00072503043,0.00038344914,0.00012052447,0.040567618,0.0001211092],"about_ca_topic_score_codex":0.0011099154,"about_ca_topic_score_gemma":0.0026113167,"teacher_disagreement_score":0.16258714,"about_ca_system_score_codex":0.0004806722,"about_ca_system_score_gemma":0.0028149995,"threshold_uncertainty_score":0.90830606},"labels":[],"label_agreement":null},{"id":"W3031189669","doi":"10.1016/j.mayocp.2019.09.003","title":"Comprehensive Geriatric Assessment in the Management of Older Patients With Cardiovascular Disease","year":2020,"lang":"en","type":"review","venue":"Mayo Clinic Proceedings","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"","keywords":"Medicine; Disease; Gerontology; Multimorbidity; Quality of life (healthcare); Depression (economics); MEDLINE; Cognition; Inclusion (mineral); Relevance (law); Intensive care medicine; Psychiatry; Nursing","score_opus":0.04344941311279312,"score_gpt":0.3392487704221655,"score_spread":0.2957993573093724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031189669","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00049491134,0.9885894,0.000013638666,0.00028833628,0.00018063452,0.006872043,0.00005923939,0.000053008444,0.0034487685],"genre_scores_gemma":[0.0009006463,0.99650997,0.0009347074,0.00024368851,0.00016972989,0.00066704134,0.00018899533,0.00009680973,0.00028838654],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961301,0.00006328469,0.0011576005,0.00084981293,0.0014215007,0.00037769013],"domain_scores_gemma":[0.9981292,0.00013362075,0.0005786314,0.0006399226,0.00031283827,0.00020577628],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045206933,0.0005768426,0.002654897,0.00022338834,0.00004204081,0.000036105113,0.0005532082,0.000176689,0.000055118264],"category_scores_gemma":[0.000049324804,0.0003455415,0.001046006,0.0011195946,0.00011583485,0.000079507634,0.0002482179,0.000871031,0.000053497344],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011455156,0.00077864394,0.0031259933,0.18255284,0.0049801706,0.00031019107,0.00035818998,5.1213374e-7,4.7747246e-9,0.000060613642,0.0033570046,0.8043613],"study_design_scores_gemma":[0.003009192,0.0003536968,0.036191043,0.02789564,0.011828236,0.00001284185,0.00027131638,0.0000047226285,1.8990221e-8,0.00001215119,0.92008156,0.00033958725],"about_ca_topic_score_codex":0.0000089861705,"about_ca_topic_score_gemma":1.1408493e-7,"teacher_disagreement_score":0.91672456,"about_ca_system_score_codex":0.00020617238,"about_ca_system_score_gemma":0.00026981576,"threshold_uncertainty_score":0.9998997},"labels":[],"label_agreement":null},{"id":"W3031713048","doi":"10.1200/jco.2020.38.15_suppl.e24033","title":"Preoperative frailty assessment with Robinson Frailty Score (RFS) and Edmonton Frail Scale (EFS) in older surgical patients with cancer.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polypharmacy; Geriatric oncology; Activities of daily living; Mood; Cohort; Adverse effect; Comorbidity; Sarcopenia; Geriatrics; Internal medicine; Quality of life (healthcare); Cancer; Physical therapy; Gerontology","score_opus":0.08519593389334616,"score_gpt":0.43156125114402777,"score_spread":0.3463653172506816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3031713048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9710985,0.0003742567,0.00016456026,0.025375368,0.00031248268,0.0007507661,0.000020378364,0.000018046605,0.0018856402],"genre_scores_gemma":[0.98889357,0.0004925494,0.0057221297,0.003788962,0.00082875637,0.000023438119,0.000012887872,0.00004219625,0.00019549008],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955832,0.00053845317,0.0020665866,0.000521649,0.00087049,0.0004196604],"domain_scores_gemma":[0.99553704,0.0011961875,0.0012859211,0.0002262367,0.0008030545,0.0009515593],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010357845,0.00033255448,0.0021695262,0.00010816099,0.00006110011,0.000026615986,0.00021818069,0.00050431944,0.00039952487],"category_scores_gemma":[0.0007186877,0.00020131917,0.00018625367,0.00033462374,0.00048073183,0.0003319254,0.000104959414,0.0023557905,0.000005480432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009019907,0.0022978815,0.9451719,0.00008167031,0.00030503896,0.0009848868,0.00086868496,0.00015462164,0.000018944853,0.000015381896,0.0031136482,0.037967443],"study_design_scores_gemma":[0.036044046,0.0289686,0.9163505,0.0006987998,0.00029233375,0.00012261308,0.00024979864,0.00035823765,0.000052704694,0.000013468337,0.01661974,0.00022917044],"about_ca_topic_score_codex":0.00014621827,"about_ca_topic_score_gemma":0.0014184961,"teacher_disagreement_score":0.03773827,"about_ca_system_score_codex":0.00033499958,"about_ca_system_score_gemma":0.0024187341,"threshold_uncertainty_score":0.9999458},"labels":[],"label_agreement":null},{"id":"W3032103240","doi":"10.1007/978-3-319-69892-2_361-1","title":"Cognition and Frailty","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Cognition; Psychology; Gerontology; Medicine; Neuroscience","score_opus":0.03763377470711805,"score_gpt":0.27272514233671563,"score_spread":0.2350913676295976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032103240","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010380394,0.00042633337,0.000057337827,0.001131602,0.00018836373,0.0004955327,0.000033876797,0.000094256735,0.9974689],"genre_scores_gemma":[0.0045429883,0.00030968103,0.0004593586,0.0016155883,0.00022187392,0.0000024214992,0.00023517903,0.000051409163,0.9925615],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992441,0.000002195533,0.00016120676,0.00027222544,0.00020928492,0.00011097135],"domain_scores_gemma":[0.9994346,0.000051902087,0.000056283665,0.00026876398,0.00009027863,0.000098169985],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000036803387,0.00019622882,0.00031902594,0.000083174025,0.000015915553,0.000010796628,0.000030397845,0.00033722646,0.006443941],"category_scores_gemma":[0.000025429588,0.0001655795,0.00006534325,0.000006246819,0.00006854139,0.000031914944,0.000041840354,0.00029742141,0.002317196],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033091113,0.000086466986,0.0003896011,0.0022204316,0.0009842571,0.00034669155,0.0002536671,1.5670018e-7,0.0013163924,0.31077904,0.46369442,0.21959798],"study_design_scores_gemma":[0.0017215491,0.00033026253,0.0007600581,0.001007176,0.00038846364,0.00025725985,0.000009453954,0.000018033115,0.00025900026,0.009485048,0.98545074,0.00031293937],"about_ca_topic_score_codex":0.00000843136,"about_ca_topic_score_gemma":0.000017398448,"teacher_disagreement_score":0.52175635,"about_ca_system_score_codex":0.000026657817,"about_ca_system_score_gemma":0.00006742005,"threshold_uncertainty_score":0.99845964},"labels":[],"label_agreement":null},{"id":"W3032115213","doi":"10.3760/cma.j.issn.1673-4378.2019.09.015","title":"Research advances of perioperative frailty assessment tools","year":2019,"lang":"en","type":"article","venue":"Guoji mazuixue yu fusu zazhi","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perioperative; Medicine; Timed Up and Go test; Gerontology; Scale (ratio); Population; Physical therapy; Physical medicine and rehabilitation; Intensive care medicine; Surgery; Environmental health; Balance (ability)","score_opus":0.08493085403538499,"score_gpt":0.4340324098694351,"score_spread":0.3491015558340501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032115213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7211627,0.0010549132,0.00016938167,0.0032880327,0.0006299058,0.0016506894,0.00007583059,0.00009197696,0.27187657],"genre_scores_gemma":[0.9535537,0.0002651045,0.005035312,0.00032364277,0.00025771925,0.000099563666,0.000074877644,0.000050822,0.040339258],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965971,0.00024631026,0.0005579555,0.00061265694,0.0013258549,0.00066011265],"domain_scores_gemma":[0.9972857,0.0005223775,0.00013539006,0.0010276183,0.0008001038,0.00022877737],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009846011,0.00026707427,0.00066159293,0.00028052335,0.00011849343,0.000064181666,0.00035949217,0.00018859176,0.0041293586],"category_scores_gemma":[0.0004293148,0.0002251155,0.00016112986,0.00062269723,0.00032126153,0.00046370548,0.0002266343,0.0008714167,0.00091610744],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020079718,0.002817334,0.22582786,0.0038058471,0.00089319283,0.00039459497,0.011138866,0.00050651404,0.37162372,0.040726304,0.035905913,0.3043519],"study_design_scores_gemma":[0.008051336,0.004349302,0.29534456,0.0013868231,0.0001009076,0.00012832024,0.008632248,0.0009165178,0.058636278,0.0006031309,0.62111115,0.0007393895],"about_ca_topic_score_codex":0.00014878491,"about_ca_topic_score_gemma":0.000065375745,"teacher_disagreement_score":0.58520526,"about_ca_system_score_codex":0.00026384802,"about_ca_system_score_gemma":0.0005563589,"threshold_uncertainty_score":0.9998618},"labels":[],"label_agreement":null},{"id":"W3032716350","doi":"10.1213/ane.0000000000004893","title":"Preoperative Frailty Predicts Postoperative Neurocognitive Disorders After Total Hip Joint Replacement Surgery","year":2020,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Neurocognitive; Medicine; Total hip replacement; Hip replacement; Hip surgery; Total joint replacement; Surgery; Arthroplasty; Psychiatry; Cognition","score_opus":0.02732630340337564,"score_gpt":0.250989240546158,"score_spread":0.22366293714278238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032716350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92200786,0.00039452562,0.00016004844,0.07392482,0.000077046774,0.0016342342,0.000019258854,0.00025816905,0.0015240161],"genre_scores_gemma":[0.9745715,0.00009654207,0.00026658102,0.023041101,0.00034210828,0.00032523615,0.00013358906,0.00009634527,0.0011269858],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99661374,0.0003099627,0.000683535,0.0010044553,0.0007351175,0.00065321167],"domain_scores_gemma":[0.99814487,0.00024738605,0.00017568898,0.00047542763,0.00031273803,0.00064387795],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022403593,0.0005681301,0.0008565367,0.00015964107,0.00016051444,0.000075563126,0.00013173991,0.00019093907,0.0009978878],"category_scores_gemma":[0.00046019172,0.00049841474,0.00036979408,0.0005260445,0.00025424705,0.00025722623,0.00007316143,0.00055358035,0.0004759625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019685963,0.0029947546,0.66938186,0.0012246908,0.0026543417,0.017189309,0.065339,0.00028340012,0.006511618,0.00042538732,0.19188797,0.022421682],"study_design_scores_gemma":[0.0029304726,0.003404363,0.97004396,0.00048547916,0.00047685183,0.0011629143,0.0021213032,0.0014711504,0.007841736,0.000054301894,0.009064557,0.0009429393],"about_ca_topic_score_codex":0.000099482786,"about_ca_topic_score_gemma":0.000028137918,"teacher_disagreement_score":0.30066204,"about_ca_system_score_codex":0.00011557643,"about_ca_system_score_gemma":0.00034085487,"threshold_uncertainty_score":0.99991536},"labels":[],"label_agreement":null},{"id":"W3032979355","doi":"10.14740/jnr.v0i0.594","title":"Neurocognitive Performance of African Americans and Hispanic Adults in Relation to Diet and Physical Activity: A Literature Review","year":2020,"lang":"en","type":"review","venue":"Journal of Neurology Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Neurocognitive; Ethnic group; Socioeconomic status; Medicine; Affect (linguistics); Cognition; Gerontology; Physical activity; Effects of sleep deprivation on cognitive performance; African american; Population; Demography; Psychology; Environmental health; Psychiatry; Physical therapy","score_opus":0.08473606721558784,"score_gpt":0.4233433052702292,"score_spread":0.3386072380546413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032979355","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12201566,0.86852896,6.965048e-7,0.008109311,0.000040827512,0.0012117623,0.000019149813,0.0000037041016,0.00006991622],"genre_scores_gemma":[0.029329658,0.9699418,0.00003434874,0.00039427032,0.00019585219,0.000034002587,0.0000042925876,0.00003523329,0.000030519153],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99688655,0.0011996661,0.0005813985,0.0004069191,0.0006001537,0.0003253204],"domain_scores_gemma":[0.9971999,0.0012716077,0.00049420964,0.00021192753,0.0005154143,0.0003069663],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00073005696,0.00025382277,0.0022866712,0.0007421516,0.000032606447,0.000013015484,0.00018220015,0.00018334418,0.000003862154],"category_scores_gemma":[0.0024254608,0.00018713623,0.00017455766,0.0015617324,0.0002700737,0.00013074082,0.00021379245,0.003933666,0.0000040578075],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00254703,0.00021359243,0.0002644392,0.052964997,0.00008481455,0.0013697244,0.00079622545,1.2652043e-7,0.000024294215,0.0000015857279,0.0005626912,0.94117045],"study_design_scores_gemma":[0.0022424576,0.0592044,0.030951032,0.29434556,0.0009926305,0.010663533,0.000040633873,0.00022569041,0.0000042054685,0.000013304489,0.6009701,0.00034649737],"about_ca_topic_score_codex":0.000004779385,"about_ca_topic_score_gemma":0.0000026228602,"teacher_disagreement_score":0.940824,"about_ca_system_score_codex":0.000049994625,"about_ca_system_score_gemma":0.00035284768,"threshold_uncertainty_score":0.99836427},"labels":[],"label_agreement":null},{"id":"W3033028695","doi":"10.14283/jfa.2020.29","title":"Preventing Frailty Progression During the Covid-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Boniface Hospital; University of Manitoba","funders":"","keywords":"Pandemic; Vulnerability (computing); Social isolation; Coronavirus disease 2019 (COVID-19); Gerontology; Psychological resilience; Isolation (microbiology); Medicine; Malnutrition; Depression (economics); Quality of life (healthcare); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Psychiatry; Disease; Nursing","score_opus":0.08631352255626476,"score_gpt":0.3641812718916815,"score_spread":0.2778677493354167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033028695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92081064,0.0025045981,0.0021656433,0.07332779,0.000249519,0.0004542879,0.0000036046927,0.00009535386,0.00038859568],"genre_scores_gemma":[0.9902438,0.00026979524,0.0007350698,0.006879358,0.0012838328,0.00000417438,0.0000017543548,0.0000425328,0.0005397155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973644,0.0003561491,0.00078494905,0.00019078367,0.0008730174,0.0004306746],"domain_scores_gemma":[0.99759895,0.0005748515,0.00077848334,0.00039974554,0.00016561268,0.0004823902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001770222,0.00023845954,0.0004267238,0.000079762205,0.0004956338,0.000060732455,0.00063483056,0.00008740382,0.00022287843],"category_scores_gemma":[0.0020545546,0.00012393069,0.00024977146,0.00038388235,0.00018586579,0.00024617036,0.00023601549,0.001383906,0.000028567687],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002470175,0.00029664522,0.5030082,0.0017549696,0.0010580838,0.0009645828,0.06963714,0.0025301438,0.30403122,0.000047094974,0.02659819,0.08760354],"study_design_scores_gemma":[0.031247202,0.0029088622,0.54193306,0.007504947,0.0035098423,0.043102257,0.015767882,0.006566931,0.042532064,0.001828645,0.30128297,0.0018153252],"about_ca_topic_score_codex":0.000036216366,"about_ca_topic_score_gemma":0.000011641893,"teacher_disagreement_score":0.2746848,"about_ca_system_score_codex":0.00021650163,"about_ca_system_score_gemma":0.00031179833,"threshold_uncertainty_score":0.601246},"labels":[],"label_agreement":null},{"id":"W3033578500","doi":"10.1093/ndt/gfaa142.p1584","title":"P1584FRAILTY IN MAINTENANCE HEMODIALYSIS PATIENTS","year":2020,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anthropometry; Hemodialysis; Dialysis; Malnutrition; Body mass index; Waist; Diabetes mellitus; Population; Physical therapy; Internal medicine; Gerontology; Environmental health","score_opus":0.01483340894180215,"score_gpt":0.24539587777612337,"score_spread":0.23056246883432122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033578500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.980843,0.000031093594,0.002912469,0.014014571,0.0000928189,0.00041721045,0.000046315232,0.00011300977,0.0015294914],"genre_scores_gemma":[0.98402405,0.0002198171,0.0010667765,0.013683018,0.000107656124,0.00004951644,0.0007583714,0.00002369902,0.00006709298],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983199,0.00012177948,0.0004720669,0.00046960817,0.00027886932,0.00033775557],"domain_scores_gemma":[0.9992882,0.00011970692,0.00009946321,0.00021033025,0.00010817362,0.00017409828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011848858,0.00019679926,0.0004913805,0.0002015229,0.000040494895,0.000010267222,0.00011711904,0.00019786265,0.00018916126],"category_scores_gemma":[0.000136502,0.0001909283,0.00016395684,0.0006811982,0.00008994482,0.000116370305,0.000010156311,0.00026957228,0.00017227046],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032565068,0.00051219336,0.9419592,0.0002705516,0.0003043057,0.00028011802,0.008108203,0.0008364481,0.011413181,0.000114990755,0.002760495,0.030183777],"study_design_scores_gemma":[0.009655722,0.00041534795,0.97973627,0.000044166125,0.0006519068,0.00001611718,0.000055925793,0.003207486,0.0021014293,0.000099157696,0.0037727633,0.00024371158],"about_ca_topic_score_codex":0.00010340347,"about_ca_topic_score_gemma":0.00041752434,"teacher_disagreement_score":0.037777036,"about_ca_system_score_codex":0.000068099595,"about_ca_system_score_gemma":0.000050487648,"threshold_uncertainty_score":0.778583},"labels":[],"label_agreement":null},{"id":"W3033976765","doi":"10.1016/j.archger.2020.104119","title":"Effects of social isolation, loneliness and frailty on health outcomes and their possible mediators and moderators in community-dwelling older adults: A scoping review","year":2020,"lang":"en","type":"review","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":184,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"Lady Davis Institute for Medical Research","keywords":"Loneliness; Social isolation; CINAHL; PsycINFO; Gerontology; Social support; Psychology; Moderation; Quality of life (healthcare); Scopus; Isolation (microbiology); MEDLINE; Medicine; Psychological intervention; Psychiatry; Social psychology","score_opus":0.035973977593758526,"score_gpt":0.3559142620579369,"score_spread":0.3199402844641784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033976765","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009515994,0.98707634,0.00028332273,0.0009529333,0.00007705063,0.002014448,0.00004552037,0.00001584503,0.000018550769],"genre_scores_gemma":[0.0049384655,0.9938269,0.000664045,0.00038083835,0.000046403165,0.000044733173,0.00006321317,0.000031026393,0.0000043632954],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9973375,0.0008731464,0.0010354269,0.0003838668,0.00011129211,0.00025876777],"domain_scores_gemma":[0.9952564,0.0036383513,0.0007050066,0.00020374951,0.000035633624,0.00016082435],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039301612,0.00041841317,0.0033254412,0.00030266572,0.00016328109,0.000008798852,0.0001055533,0.0002533759,0.0000015245542],"category_scores_gemma":[0.0006375615,0.0003191153,0.00012286272,0.00020405735,0.0003769235,0.00005898674,0.00016545976,0.0007498993,1.4884382e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008461192,0.00009441165,0.0017493054,0.37409452,0.000120516714,0.0000055036976,0.007669997,8.216916e-8,2.6243652e-7,0.0000541265,0.000021784368,0.6161049],"study_design_scores_gemma":[0.010556181,0.0023374467,0.048768815,0.9294098,0.0018873538,0.00019417198,0.0011774075,0.00032075733,0.000008845319,0.00086400716,0.0033293075,0.001145877],"about_ca_topic_score_codex":0.00013306105,"about_ca_topic_score_gemma":0.00021858305,"teacher_disagreement_score":0.614959,"about_ca_system_score_codex":0.00001664182,"about_ca_system_score_gemma":0.00026781473,"threshold_uncertainty_score":0.9999261},"labels":[],"label_agreement":null},{"id":"W3034159988","doi":"10.1093/ndt/gfaa142.p1582","title":"P1582THE BURDEN OF FRAILTY ON MOOD, COGNITION, QUALITY OF LIFE AND LEVEL OF INDEPENDENCE IN PATIENTS ON HEMODIALYSIS","year":2020,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Regina General Hospital; Saskatchewan Health; Saskatchewan Health Authority","funders":"","keywords":"Medicine; Quality of life (healthcare); Hemodialysis; Mood; Depression (economics); Cognition; Prospective cohort study; Kidney disease; Cohort; Cross-sectional study; Gerontology; Cohort study; Physical therapy; Internal medicine; Psychiatry","score_opus":0.06649244675985343,"score_gpt":0.30368219655380796,"score_spread":0.23718974979395452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034159988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970623,0.000015805621,0.00062532135,0.0012061468,0.000025802283,0.00036090703,0.0004018382,0.000012066796,0.00028980852],"genre_scores_gemma":[0.9982654,0.0001321381,0.00026689176,0.0008886762,0.00003258153,0.0000140645925,0.00038336293,0.000011674059,0.0000052041605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99794024,0.0002696628,0.00083549,0.00031673317,0.0005002079,0.00013768073],"domain_scores_gemma":[0.9985596,0.0004934018,0.0003942857,0.00019852247,0.00025934033,0.0000948391],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029258113,0.00015435535,0.000729055,0.00025501312,0.0000180899,0.0000018957314,0.00009060741,0.00022485825,0.000066275745],"category_scores_gemma":[0.00046593603,0.0001468372,0.00011356933,0.00040708572,0.00018178059,0.00007133942,0.000009099145,0.00020747512,0.0000046809905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02030453,0.0011940637,0.8633636,0.0016115545,0.0007875373,0.000006197357,0.020049661,0.0025531594,0.0821991,0.00021743876,0.00007072513,0.0076424414],"study_design_scores_gemma":[0.009007123,0.0012439585,0.9558372,0.00011047284,0.0004902789,4.8151503e-7,0.00013194272,0.00040383634,0.03254128,0.00012452349,0.0000041937788,0.000104732004],"about_ca_topic_score_codex":0.0005735657,"about_ca_topic_score_gemma":0.00035158262,"teacher_disagreement_score":0.09247358,"about_ca_system_score_codex":0.000016534119,"about_ca_system_score_gemma":0.00006506128,"threshold_uncertainty_score":0.59878474},"labels":[],"label_agreement":null},{"id":"W3034235209","doi":"10.2196/16596","title":"Effects of an mHealth Brisk Walking Intervention on Increasing Physical Activity in Older People With Cognitive Frailty: Pilot Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Frailty in Older Adults","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Randomized controlled trial; Intervention (counseling); Physical therapy; Cognition; Medicine; Physical activity; Gerontology; Physical medicine and rehabilitation; Psychological intervention; Psychology; Nursing; Psychiatry","score_opus":0.03198494265994898,"score_gpt":0.3697851396351011,"score_spread":0.3378001969751521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034235209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98183435,0.00021546647,0.0003817755,0.0028162792,0.00014435525,0.014356567,0.000014568697,0.0000913314,0.00014528322],"genre_scores_gemma":[0.9967904,0.00017639389,0.00015278187,0.0014714275,0.00047131313,0.0008332839,0.000037991962,0.000051868417,0.000014556275],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99482363,0.0024848778,0.0008159246,0.0006648043,0.00058925664,0.0006214828],"domain_scores_gemma":[0.9944504,0.0035487865,0.00079970696,0.00019627193,0.00013789593,0.00086693245],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018198346,0.00037930318,0.0029879303,0.00024512468,0.00013392461,0.00002394054,0.00007875485,0.00012789117,0.000010658688],"category_scores_gemma":[0.0017236379,0.0002797285,0.00021346657,0.00043334166,0.00016056924,0.0001995723,0.000035942667,0.0008254494,0.0000035196547],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.954021,0.004227466,0.0010278729,0.0059851264,0.0000979404,0.000025938962,0.006290308,0.0000020410562,0.00011878002,0.00004370529,0.000018900593,0.028140957],"study_design_scores_gemma":[0.8419626,0.01832584,0.13234195,0.002019487,0.00048493705,0.000015106248,0.00034770925,0.0039771786,0.00030347673,0.00003992718,0.0000016234574,0.00018020858],"about_ca_topic_score_codex":0.0022083751,"about_ca_topic_score_gemma":0.00033159673,"teacher_disagreement_score":0.13131407,"about_ca_system_score_codex":0.00017409892,"about_ca_system_score_gemma":0.00056275545,"threshold_uncertainty_score":0.9999655},"labels":[],"label_agreement":null},{"id":"W3035051523","doi":"10.1097/sla.0000000000004060","title":"Age, Not Sex, Modifies the Effect of Frailty on Long-term Outcomes After Cardiac Surgery","year":2020,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Institute for Clinical Evaluative Sciences; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Cardiac surgery; Risk stratification; Adverse effect; Mortality rate; MEDLINE; Heart failure; Risk assessment","score_opus":0.23739223536717746,"score_gpt":0.3584370897469982,"score_spread":0.12104485437982077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035051523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9811511,0.0007181207,0.000004462119,0.016578462,0.00046748237,0.0004006136,0.00012452058,0.00006139205,0.00049385196],"genre_scores_gemma":[0.9934934,0.00040691253,0.0000042697543,0.005123189,0.00024302099,0.000053967055,0.000056376,0.000045817305,0.00057307736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975489,0.00030639867,0.0007073372,0.00033720722,0.00070427,0.00039593608],"domain_scores_gemma":[0.9912547,0.007493513,0.00026030376,0.000665329,0.00013204277,0.00019410072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011071372,0.00031468325,0.0016354948,0.00016831106,0.000037074944,0.000014946794,0.00013896027,0.00014343679,0.00016129125],"category_scores_gemma":[0.0021272325,0.0001985819,0.0012202854,0.00028441666,0.0002589588,0.0001031035,0.00008360084,0.00028012384,0.000070810616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011359219,0.00007006862,0.9241733,0.0009101826,0.0005007561,0.00023385766,0.0003672693,0.0000049838127,0.0005891437,0.0000023423595,0.05173396,0.02027824],"study_design_scores_gemma":[0.00018351818,0.00017258414,0.87570417,0.00045497145,0.0001126333,0.0000034385184,0.00002009063,0.0000046859445,0.1221905,0.0000047599947,0.000981063,0.00016760927],"about_ca_topic_score_codex":0.00006810657,"about_ca_topic_score_gemma":0.0000029759378,"teacher_disagreement_score":0.12160136,"about_ca_system_score_codex":0.000009255333,"about_ca_system_score_gemma":0.00007412119,"threshold_uncertainty_score":0.8097935},"labels":[],"label_agreement":null},{"id":"W3035070099","doi":"10.3855/jidc.13003","title":"COVID-19, frailty and long-term care: Implications for policy and practice","year":2020,"lang":"en","type":"article","venue":"The Journal of Infection in Developing Countries","topic":"Frailty in Older Adults","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences North; Dalhousie University","funders":"Canadian Institutes of Health Research; Research Nova Scotia; Shantou University Medical College; Dalhousie University; Shantou University; Dalhousie Medical Research Foundation","keywords":"Long-term care; Government (linguistics); Vulnerability (computing); Gerontology; Medicine; Pandemic; Scale (ratio); Disease; Coronavirus disease 2019 (COVID-19); Nursing; Infectious disease (medical specialty)","score_opus":0.05865821427773402,"score_gpt":0.3911851870407814,"score_spread":0.3325269727630474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035070099","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4061288,0.0019771818,0.050650727,0.5404639,0.00012912937,0.0004868652,0.000009738122,0.000026092206,0.00012756736],"genre_scores_gemma":[0.9510221,0.013696402,0.0028872483,0.031791076,0.0005378299,0.0000139238,0.0000046939003,0.000017590346,0.000029127556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992631,0.00007930045,0.00033379882,0.000084561194,0.00012167531,0.00011752972],"domain_scores_gemma":[0.9975409,0.0014565835,0.0002745646,0.000083067665,0.00048175742,0.00016314714],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005204462,0.00009056995,0.00018757324,0.00013388044,0.00018338276,0.000043319265,0.00004812352,0.000055995577,0.0000042594984],"category_scores_gemma":[0.0110462215,0.000066469365,0.000024678127,0.00026000995,0.00014555661,0.00025285294,0.000036436813,0.0001791177,9.003742e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017742142,0.00003985232,0.9498004,0.0020060258,0.00023580057,0.000015065708,0.023985825,0.000100373385,0.00026373076,0.010494258,0.006768042,0.004516434],"study_design_scores_gemma":[0.0021357355,0.0003643007,0.86025006,0.00021216841,0.00013928625,0.0027883688,0.00023012861,0.00001044641,0.0002349469,0.00071040174,0.13281903,0.0001051158],"about_ca_topic_score_codex":0.00013655222,"about_ca_topic_score_gemma":0.0001303588,"teacher_disagreement_score":0.5448933,"about_ca_system_score_codex":0.00033483477,"about_ca_system_score_gemma":0.0012972988,"threshold_uncertainty_score":0.9972842},"labels":[],"label_agreement":null},{"id":"W3035357713","doi":"10.3389/fpsyg.2020.01568","title":"Emotional Well-Being and Cognitive Function Have Robust Relationship With Physical Frailty in Institutionalized Older Women","year":2020,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministério da Educação; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Psychology; Mood; Life satisfaction; Cognition; Clinical psychology; Gerontology; Mental health; Happiness; Subjective well-being; Profile of mood states; Perceived Stress Scale; Psychiatry; Medicine; Social psychology","score_opus":0.02954572998955077,"score_gpt":0.29743791845857914,"score_spread":0.26789218846902835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035357713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88070434,0.0001875489,0.098755606,0.008019557,0.00039983244,0.0005658165,0.0000090519125,0.000050936545,0.01130732],"genre_scores_gemma":[0.9904767,0.00001495854,0.0050921906,0.003853265,0.0001926719,0.00008364837,0.00009480414,0.000019299747,0.00017241314],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998712,0.00010974396,0.00023583943,0.00047451808,0.00019102776,0.00027688724],"domain_scores_gemma":[0.9995273,0.000095276184,0.000062382955,0.00011174349,0.000057876077,0.00014544472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012605508,0.0001606618,0.00033291653,0.00022142509,0.00004989137,0.000008918835,0.000051016264,0.00015735118,0.00011160974],"category_scores_gemma":[0.00022279455,0.00015224396,0.000027868318,0.00036587773,0.0003111777,0.00014665106,0.000022142633,0.0005441956,0.000022187243],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028221535,0.00032293185,0.9754828,0.000058842827,0.00010202489,0.00010375033,0.0062816297,0.000117432646,0.00003326516,0.000680187,0.006065681,0.00792929],"study_design_scores_gemma":[0.011859265,0.00056469726,0.9749173,0.00020652181,0.00005174385,0.00006380982,0.0016587845,0.0026969933,0.000007820703,0.0062616672,0.0015390908,0.00017232797],"about_ca_topic_score_codex":0.000008465142,"about_ca_topic_score_gemma":0.000015361156,"teacher_disagreement_score":0.10977242,"about_ca_system_score_codex":0.00009830668,"about_ca_system_score_gemma":0.00006901286,"threshold_uncertainty_score":0.6208328},"labels":[],"label_agreement":null},{"id":"W3035407860","doi":"10.1007/s40520-020-01623-y","title":"The expert COVID-19 team for older persons of the Quebec Health and Social Services Ministry","year":2020,"lang":"en","type":"letter","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Christian ministry; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; MEDLINE; Coronavirus Infections; Gerontology; Medicine; Political science; Virology; Outbreak; Disease","score_opus":0.1955415173638218,"score_gpt":0.5253757117665535,"score_spread":0.3298341944027317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035407860","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02404179,0.006933708,0.0000025151112,0.96713287,0.00029315485,0.0013063034,0.00008741859,0.000029212715,0.00017301444],"genre_scores_gemma":[0.08428157,0.0005885663,0.00012397586,0.9002677,0.0041931416,0.00024172994,0.00016623727,0.000066690096,0.01007037],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966438,0.0006020963,0.000621626,0.0006395542,0.0008814361,0.00061148405],"domain_scores_gemma":[0.9955534,0.0034220316,0.00016854513,0.00037704545,0.000094359486,0.0003846472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011828353,0.0002353021,0.0005982587,0.00004475281,0.0011715238,0.0001110614,0.00042121654,0.00037838428,0.000020797323],"category_scores_gemma":[0.0005230626,0.00013550733,0.00025411116,0.00012426918,0.0022867778,0.00003850159,0.00059185753,0.0021339243,0.0000032999053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002792706,0.00009616659,0.0018428892,0.0016157,0.000121277524,0.000020295864,0.017335871,5.8169585e-9,0.00011353215,0.000021013628,0.9752291,0.0033248742],"study_design_scores_gemma":[0.0022288254,0.0006226851,0.0004297832,0.00044113758,0.000018563633,0.000026616348,0.02727097,0.000057222795,0.00035503038,0.000063948464,0.9683402,0.00014498204],"about_ca_topic_score_codex":0.0049410067,"about_ca_topic_score_gemma":0.00026926992,"teacher_disagreement_score":0.06686516,"about_ca_system_score_codex":0.00015221718,"about_ca_system_score_gemma":0.0011619228,"threshold_uncertainty_score":0.92709583},"labels":[],"label_agreement":null},{"id":"W3035971200","doi":"","title":"The perceived unmet need for home care and impact on frailty related health outcomes among community-dwelling middle-aged and older adults in Canada","year":2020,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Medicine; Aging in place; Environmental health","score_opus":0.015143294240883457,"score_gpt":0.23720310712011194,"score_spread":0.2220598128792285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035971200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99443823,0.0005350781,5.332606e-7,0.003070186,0.0001615654,0.0015055323,0.00021067097,0.00003301001,0.00004517243],"genre_scores_gemma":[0.9863656,0.0004753522,0.00015120588,0.00010557447,0.000009653561,0.0000020068076,0.0017160112,0.00004700663,0.011127544],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9983876,0.00025188876,0.00026590555,0.0003611383,0.00032794315,0.0004055232],"domain_scores_gemma":[0.99829525,0.00052411936,0.0003286803,0.0003986224,0.0001538111,0.00029949323],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020388437,0.00037905198,0.0009028945,0.0002155826,0.00066219294,0.000023235445,0.00024677452,0.00025593795,0.000014394275],"category_scores_gemma":[0.00008872912,0.0003215456,0.00014720498,0.00019690335,0.00013703786,0.00010106387,0.000056704088,0.0010818392,8.0307234e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023813823,0.00006923981,0.2174576,0.0033348643,0.0004153445,0.000060336148,0.7704198,0.00004901394,0.000058041493,0.000005616726,0.0008747788,0.004873983],"study_design_scores_gemma":[0.0032715704,0.00043267236,0.56491727,0.0014945618,0.000094603165,0.0000020415785,0.42924368,0.00033750568,0.000013172136,0.0000064279243,0.000014236474,0.00017227531],"about_ca_topic_score_codex":0.9813677,"about_ca_topic_score_gemma":0.99589676,"teacher_disagreement_score":0.3474596,"about_ca_system_score_codex":0.0007581211,"about_ca_system_score_gemma":0.0007065082,"threshold_uncertainty_score":0.99992365},"labels":[],"label_agreement":null},{"id":"W3035995302","doi":"10.1016/j.jpurol.2020.06.015","title":"Trends and relevance in the bladder and bowel dysfunction literature: PlumX metrics contrasted with fragility indicators","year":2020,"lang":"en","type":"review","venue":"Journal of Pediatric Urology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; MEDLINE; Fragility; Randomized controlled trial; Altmetrics; Meta-analysis; Internal medicine; Data science; Computer science","score_opus":0.017100853969908132,"score_gpt":0.28461976308863524,"score_spread":0.2675189091187271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3035995302","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021129295,0.9949305,0.000071874536,0.0021791677,0.00029383882,0.00029997237,0.000021690266,0.000008975683,0.000081056554],"genre_scores_gemma":[0.0062883752,0.99149805,0.00021197136,0.0005133349,0.0013921995,0.000009479605,0.000018850504,0.000030365121,0.000037378508],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975439,0.0004935842,0.00093541347,0.00033493605,0.00043255856,0.00025964231],"domain_scores_gemma":[0.9964205,0.0018719168,0.0011519619,0.00022334447,0.00013124374,0.00020103215],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008271108,0.00034831476,0.0015688451,0.0016455707,0.000040926207,0.000038478447,0.00018194164,0.0005368744,0.000015774478],"category_scores_gemma":[0.0016460477,0.0001886069,0.00016432704,0.00287075,0.00013428638,0.00011068365,0.00004182519,0.0024187572,0.0000014066924],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038585416,0.00021479077,0.0073084673,0.002407611,0.0006060539,0.0018766829,0.0007482001,3.609527e-7,7.7241666e-8,0.00001349366,0.004585956,0.9818525],"study_design_scores_gemma":[0.0035443804,0.0030260424,0.020000609,0.00029155356,0.00839732,0.0107512865,0.000035436133,0.000012734592,3.624052e-8,0.000024849347,0.95369446,0.0002212834],"about_ca_topic_score_codex":0.000003879487,"about_ca_topic_score_gemma":0.000008002595,"teacher_disagreement_score":0.98163116,"about_ca_system_score_codex":0.00007254122,"about_ca_system_score_gemma":0.0003265057,"threshold_uncertainty_score":0.9998827},"labels":[],"label_agreement":null},{"id":"W3036174821","doi":"10.1001/jamasurg.2020.1816","title":"Prehabilitation vs Postoperative Rehabilitation for Frail Patients","year":2020,"lang":"en","type":"letter","venue":"JAMA Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Prehabilitation; Medicine; Rehabilitation; Physical therapy; Quality of life (healthcare); General surgery; Nursing","score_opus":0.020911738100347566,"score_gpt":0.2654427455989948,"score_spread":0.2445310074986472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036174821","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03112685,0.000075669384,0.00016877944,0.9625294,0.0017208802,0.0032378798,0.0006111805,0.00020813187,0.0003212386],"genre_scores_gemma":[0.014325924,0.0000133652,0.0056308527,0.95653784,0.004651995,0.0011975466,0.014407117,0.0002109411,0.003024417],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996759,0.00020821535,0.00091135845,0.0008690082,0.00077679346,0.0004756457],"domain_scores_gemma":[0.9874443,0.010173713,0.00036795464,0.0005798175,0.0012935845,0.0001406335],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003286668,0.00046949685,0.0010584653,0.00035038192,0.000108920445,0.00007654942,0.00012267168,0.0009410413,0.00017388773],"category_scores_gemma":[0.018790344,0.00044814314,0.00067574385,0.00030963795,0.00015985766,0.00033472624,0.00004526877,0.0013034607,0.00018889047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005746839,0.00012997742,0.020478707,0.0022132897,0.00012258251,0.000039346054,0.0015798586,0.0000010725394,0.00003589891,0.000004643305,0.9657438,0.009076163],"study_design_scores_gemma":[0.0015846114,0.0014354927,0.05025382,0.0009243122,0.00017015211,0.000004929387,0.00007949028,0.000070425114,0.00009760968,0.00034788944,0.94458467,0.000446573],"about_ca_topic_score_codex":0.000033994325,"about_ca_topic_score_gemma":0.0000032403439,"teacher_disagreement_score":0.029775113,"about_ca_system_score_codex":0.00042351283,"about_ca_system_score_gemma":0.00042366493,"threshold_uncertainty_score":0.99979705},"labels":[],"label_agreement":null},{"id":"W3036457280","doi":"10.1038/s41598-020-66903-z","title":"Age, Sex and Overall Health, Measured As Frailty, Modify Myofilament Proteins in Hearts From Naturally Aging Mice","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph; Saint John Regional Hospital; Dalhousie University","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Heart and Stroke Foundation of Canada","keywords":"Myofilament; Tropomyosin; Myofibril; Internal medicine; Myosin; Desmin; Senescence; Endocrinology; Phosphorylation; Troponin I; Calcium; Ageing; Medicine; Biology; Myocyte; Cell biology; Immunohistochemistry","score_opus":0.04164323646074554,"score_gpt":0.29765333940670263,"score_spread":0.2560101029459571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036457280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9626868,0.0016272542,0.0000674282,0.030876692,0.001778037,0.0018265987,0.000009930212,0.0001652376,0.0009620141],"genre_scores_gemma":[0.9895377,0.000020767928,0.003137829,0.0034725433,0.00017204517,0.000043263317,0.0001641982,0.000036001125,0.0034156633],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99593425,0.00011357696,0.0008429722,0.0013564155,0.0011955808,0.0005571975],"domain_scores_gemma":[0.99814796,0.00004524081,0.00031033313,0.00074709917,0.00013498659,0.00061440206],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010497322,0.00027145573,0.00055500254,0.00016940471,0.0001982243,0.00026732794,0.00011844348,0.00012437782,0.00013836421],"category_scores_gemma":[0.0006457686,0.00025400455,0.000091385846,0.00043792496,0.00020609773,0.0002207298,0.00016700846,0.00050963496,0.00003207012],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027648936,0.00065431336,0.04941006,0.0010962752,0.00021408004,0.02251464,0.03927595,0.00019925875,0.74837595,0.000056191602,0.114966035,0.022960773],"study_design_scores_gemma":[0.010550503,0.0017001564,0.25754285,0.0056980373,0.00020333265,0.0042911936,0.0022648,0.0052422322,0.31903395,0.02298148,0.3678642,0.0026272729],"about_ca_topic_score_codex":0.0024303733,"about_ca_topic_score_gemma":0.000551234,"teacher_disagreement_score":0.429342,"about_ca_system_score_codex":0.00020424214,"about_ca_system_score_gemma":0.0005343785,"threshold_uncertainty_score":0.99999124},"labels":[],"label_agreement":null},{"id":"W3036722810","doi":"10.4067/s0034-98872020000300311","title":"Fragilidad: en busca de herramientas de evaluación preoperatoria","year":2020,"lang":"es","type":"article","venue":"Revista médica de Chile","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Art","score_opus":0.017309278930567388,"score_gpt":0.30872833819262363,"score_spread":0.29141905926205625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036722810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90031177,0.029544467,0.001859773,0.042824343,0.0006940565,0.0025873678,0.00046589787,0.00067633553,0.021036007],"genre_scores_gemma":[0.9794633,0.0021228648,0.0029516807,0.008713961,0.0042703883,0.00008924784,0.00013943358,0.00019381076,0.0020553344],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953577,0.0007962082,0.0008045338,0.00093076937,0.0008214083,0.0012893653],"domain_scores_gemma":[0.9966063,0.0003859477,0.00023343596,0.0010106728,0.0001779412,0.0015856867],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011142956,0.0006078584,0.00095700315,0.00010224004,0.00021955524,0.0003585132,0.0007427019,0.000523093,0.004106684],"category_scores_gemma":[0.0036295047,0.0006130817,0.00034725628,0.00064419885,0.0002313789,0.00016765879,0.00028923628,0.0013053509,0.0016918409],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092375407,0.0014157783,0.35807222,0.009775674,0.0014027677,0.0017537213,0.020413505,0.00029619056,0.051878568,0.011048694,0.5208826,0.0221365],"study_design_scores_gemma":[0.0036113125,0.0009936736,0.079134166,0.0029947485,0.0010289568,0.0003164873,0.000540987,0.005991254,0.0043488285,0.00009601053,0.900137,0.000806588],"about_ca_topic_score_codex":0.00014995082,"about_ca_topic_score_gemma":0.0000032237504,"teacher_disagreement_score":0.37925437,"about_ca_system_score_codex":0.0010305978,"about_ca_system_score_gemma":0.0016700387,"threshold_uncertainty_score":0.99963206},"labels":[],"label_agreement":null},{"id":"W3036937801","doi":"10.1186/s12877-020-01606-8","title":"Predicting non-elective hospital readmission or death using a composite assessment of cognitive and physical frailty in elderly inpatients with cardiovascular disease","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Beijing Municipal Science and Technology Commission; Chinese Academy of Medical Sciences","keywords":"Medicine; Hazard ratio; Proportional hazards model; Receiver operating characteristic; Internal medicine; Montreal Cognitive Assessment; Stroke (engine); Physical therapy; Mini–Mental State Examination; Prospective cohort study; Cohort; Confidence interval; Disease; Cognitive impairment","score_opus":0.03387629042690946,"score_gpt":0.30343927258356757,"score_spread":0.2695629821566581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036937801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872314,0.00015539683,0.011205073,0.00006397644,0.000040665578,0.0011524644,0.00005828051,0.000030322646,0.00006246392],"genre_scores_gemma":[0.9922694,0.000020341899,0.0074296943,0.000034721965,0.0001424716,0.000023395425,0.000042786152,0.00003236689,0.0000048513475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838644,0.00008391294,0.0002609065,0.00044382332,0.0005927207,0.00023220658],"domain_scores_gemma":[0.9989064,0.00018856941,0.00014221766,0.00018283166,0.00022510909,0.00035490133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009889444,0.00020905395,0.00052538264,0.00009703981,0.00005493796,0.000017769065,0.000057784826,0.00006265175,0.0000030302763],"category_scores_gemma":[0.000504596,0.00016290529,0.000112339105,0.0005308054,0.00007071343,0.00013482272,0.00009345151,0.0002525234,4.5470279e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015348409,0.0005411634,0.9904515,0.0005194484,0.00026267438,0.00016727915,0.003603922,0.0007238733,0.00033265696,0.0000020389468,0.000004571006,0.0018560035],"study_design_scores_gemma":[0.007097977,0.0032481381,0.88086975,0.00090958463,0.0010351702,0.000012759046,0.000987353,0.10508923,0.000507438,0.000008499097,0.000004610101,0.00022948746],"about_ca_topic_score_codex":0.00022861666,"about_ca_topic_score_gemma":0.000008440283,"teacher_disagreement_score":0.10958178,"about_ca_system_score_codex":0.000113783986,"about_ca_system_score_gemma":0.00049327256,"threshold_uncertainty_score":0.6643085},"labels":[],"label_agreement":null},{"id":"W3037412318","doi":"10.11648/j.ajns.20200904.22","title":"Application of CSHA Frailty Index and Clinical Frailty Scale in Geriatric Assessment of Elderly Males in China","year":2020,"lang":"en","type":"article","venue":"American Journal of Nursing Science","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Frailty Index; Medicine; Gerontology; Mainland China; Scale (ratio); Health assessment; Geriatrics; Index (typography); China; Demography; Psychiatry","score_opus":0.03395525441400571,"score_gpt":0.39874503021404933,"score_spread":0.3647897758000436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037412318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98754936,0.00009449852,0.0070834737,0.004610521,0.00008128979,0.00016459315,0.0000023690638,0.0000040594355,0.00040985408],"genre_scores_gemma":[0.9835858,0.000057340152,0.016155822,0.0001273154,0.000062419276,9.941635e-7,4.1199604e-7,0.000007195576,0.0000027340461],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786407,0.00009494076,0.0009489696,0.00025042135,0.0006346766,0.00020695114],"domain_scores_gemma":[0.99837327,0.00014140656,0.00089353474,0.00018177104,0.00018089463,0.00022913417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010920068,0.000101304475,0.00058361347,0.0003668576,0.00002592478,0.000011521814,0.00028826314,0.00003859281,0.000005379179],"category_scores_gemma":[0.0004248782,0.00008840804,0.000067926405,0.0018597813,0.0019759126,0.00021947242,0.000026780444,0.00042753518,2.9027657e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012100059,0.00030283837,0.67689633,0.000021601922,0.00000525104,0.00000518608,0.0010921207,0.000110527726,0.009007155,0.000016860644,0.000015569187,0.31240553],"study_design_scores_gemma":[0.0012152429,0.0025826807,0.98373055,0.0004620513,0.000026570558,0.00007497578,0.0012486124,0.009872271,0.0005809977,0.000119247044,0.000015261001,0.00007154531],"about_ca_topic_score_codex":0.00014800015,"about_ca_topic_score_gemma":0.000013799467,"teacher_disagreement_score":0.312334,"about_ca_system_score_codex":0.00013898629,"about_ca_system_score_gemma":0.00053729204,"threshold_uncertainty_score":0.72803324},"labels":[],"label_agreement":null},{"id":"W3037540097","doi":"10.1093/gerona/glaa151","title":"Comparing Biological Age Estimates Using Domain-Specific Measures From the Canadian Longitudinal Study on Aging","year":2020,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Université de Sherbrooke; NOSM University; Impact; Health Sciences North","funders":"Canadian Institutes of Health Research; National Institute on Aging; Canadian Space Agency","keywords":"Context (archaeology); Gerontology; Association (psychology); Biological age; Longitudinal study; Demography; Medicine; Chronic disease; Psychology; Biology; Internal medicine; Pathology","score_opus":0.4232534792300652,"score_gpt":0.3866915090754252,"score_spread":0.03656197015463997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037540097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95967376,0.0029170194,0.00035132086,0.035939522,0.00019118654,0.0004106461,0.000010542206,0.000031181527,0.00047480804],"genre_scores_gemma":[0.9967149,0.00008484559,0.001686579,0.0011171086,0.00036306868,0.0000051246398,0.0000035094263,0.00001817286,0.000006680647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982147,0.00032339644,0.00046768555,0.00025783686,0.0003218668,0.00041447728],"domain_scores_gemma":[0.99853796,0.00048064245,0.00022860746,0.00039015972,0.00012529503,0.0002373617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060078927,0.00022374158,0.0006490699,0.000054506876,0.00055358565,0.00006934788,0.0004492373,0.00009606205,0.0001525648],"category_scores_gemma":[0.0002827612,0.00011802028,0.000107450964,0.0001538393,0.00054925104,0.00008380616,0.000097175274,0.00064407487,0.0000124323515],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007985406,0.000108428634,0.9744035,0.000008646435,0.0005479564,0.00065108907,0.014675283,0.00023748213,0.0062707188,0.00029567906,0.0014386511,0.0005640466],"study_design_scores_gemma":[0.0010728475,0.000795668,0.98401326,0.00015991337,0.00013852616,0.00038886676,0.0103801545,0.00006762937,0.0005106487,0.000645611,0.0016928015,0.0001340805],"about_ca_topic_score_codex":0.043860063,"about_ca_topic_score_gemma":0.24448386,"teacher_disagreement_score":0.2006238,"about_ca_system_score_codex":0.00013165936,"about_ca_system_score_gemma":0.00011767984,"threshold_uncertainty_score":0.96250695},"labels":[],"label_agreement":null},{"id":"W3037714477","doi":"10.4235/agmr.20.0023","title":"Utility of Frailty Screening Tools in Older Surgical Patients","year":2020,"lang":"en","type":"review","venue":"Annals of Geriatric Medicine and Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stressor; Psychological intervention; Frailty syndrome; Gerontology; Rehabilitation; Scale (ratio); Geriatrics; Frailty Index; Intensive care medicine; Physical therapy; Nursing; Psychiatry","score_opus":0.47027171342972834,"score_gpt":0.5238856240562073,"score_spread":0.05361391062647897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037714477","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017273792,0.98949593,0.0000048752527,0.0023363456,0.00009310669,0.0020063801,0.00008240038,0.000013117935,0.004240447],"genre_scores_gemma":[0.0033635378,0.9952538,0.00009445894,0.000058063466,0.00047307904,0.000035879955,0.00023270372,0.0000424554,0.0004460029],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941797,0.00084660767,0.0017950456,0.00067821465,0.0018642511,0.0006361831],"domain_scores_gemma":[0.99477696,0.0026818772,0.00043167712,0.00061498274,0.0010047754,0.00048973755],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032035073,0.00037801627,0.0036766452,0.0012412312,0.000048761653,0.000009056248,0.00035230187,0.00051327946,0.0005935656],"category_scores_gemma":[0.0057391482,0.00025025188,0.0003426133,0.0024795223,0.0007137273,0.00008382252,0.00038080494,0.0015824435,0.000009606578],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017980914,0.00026784453,0.0018295584,0.03624757,0.00014386549,0.00017988417,0.000309569,1.3911904e-8,3.4486308e-7,0.00001868835,0.021163406,0.9396594],"study_design_scores_gemma":[0.002806542,0.0013522475,0.009446475,0.029889857,0.00021850693,0.00003625587,0.00013452838,0.000011821112,0.000007410093,0.000031412525,0.95587903,0.00018589143],"about_ca_topic_score_codex":0.00041250905,"about_ca_topic_score_gemma":0.000006456399,"teacher_disagreement_score":0.93947357,"about_ca_system_score_codex":0.00001603733,"about_ca_system_score_gemma":0.0005988428,"threshold_uncertainty_score":0.999995},"labels":[],"label_agreement":null},{"id":"W3037961932","doi":"10.1007/s40674-020-00150-1","title":"Using the Concept of Frailty to Understand Variability in Health Outcomes Among Individuals with Systemic Lupus Erythematosus","year":2020,"lang":"en","type":"article","venue":"Current Treatment Options in Rheumatology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Frailty Index; Cohort; Gerontology; Systemic lupus erythematosus; Population; Construct (python library); Cohort study; Demography; Disease; Internal medicine; Environmental health","score_opus":0.10450626459599716,"score_gpt":0.36677487624135097,"score_spread":0.2622686116453538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037961932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98546886,0.0011518206,0.006103246,0.0046547167,0.00029040087,0.0021857414,0.00007608561,0.000044480068,0.000024633637],"genre_scores_gemma":[0.9975693,0.00020820285,0.001987716,0.000055537163,0.000005455693,0.000106092055,0.000036301542,0.00002002244,0.0000113303],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976219,0.0004638142,0.000866538,0.00044017806,0.00023135597,0.00037623546],"domain_scores_gemma":[0.9984453,0.0005690273,0.00026733187,0.0004750055,0.00005962271,0.00018375037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035614922,0.0002656775,0.0010019246,0.00019546454,0.00006931254,0.000010520724,0.00014873476,0.000091023256,0.00003507625],"category_scores_gemma":[0.00030419743,0.00016814229,0.00008262153,0.00060369726,0.00030040223,0.00006336333,0.000063241474,0.00022647483,0.0000052208684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007435283,0.00058577256,0.9773643,0.00043429984,0.00012133777,0.000008247586,0.015173348,0.00260011,0.0000034855962,0.0028838483,0.00006456838,0.000686346],"study_design_scores_gemma":[0.049758174,0.0056567015,0.8526718,0.014230961,0.0005889869,0.0038401745,0.055936333,0.013860558,0.00024983165,0.0012616423,0.00065228425,0.0012925336],"about_ca_topic_score_codex":0.0006009242,"about_ca_topic_score_gemma":0.00036892176,"teacher_disagreement_score":0.12469246,"about_ca_system_score_codex":0.0007647761,"about_ca_system_score_gemma":0.0003866533,"threshold_uncertainty_score":0.68566436},"labels":[],"label_agreement":null},{"id":"W3037990872","doi":"10.1038/s41598-020-66861-6","title":"Estimation of homeostatic dysregulation and frailty using biomarker variability: a principal component analysis of hemodialysis patients","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Principal component analysis; Logistic regression; Biomarker; Medicine; Explained variation; Hemodialysis; Odds ratio; Correlation; Internal medicine; Statistics; Biology; Mathematics","score_opus":0.04011635225220083,"score_gpt":0.29517856977041673,"score_spread":0.2550622175182159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3037990872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904717,0.000016362073,0.008485759,0.0001601101,0.0003097596,0.00046634892,0.000018706261,0.00002078788,0.000050420185],"genre_scores_gemma":[0.9918052,5.3857934e-7,0.0077084047,0.000017248038,0.000006775166,0.0000037010304,0.00042863222,0.000008774532,0.00002074759],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975163,0.00008647184,0.0009434162,0.00054646464,0.00076559995,0.00014175048],"domain_scores_gemma":[0.9980683,0.0000887315,0.0007185691,0.0005576081,0.00041270794,0.00015410806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095585326,0.00012196937,0.00054893503,0.00044646428,0.00006809343,0.000030109217,0.000043421347,0.00005961802,0.00007285994],"category_scores_gemma":[0.0012373949,0.00011170202,0.00015453224,0.0020569712,0.00029709336,0.00013779548,0.00007251579,0.000051700183,5.9914987e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119219454,0.0004568682,0.8847677,0.000670773,0.0011454317,0.00002651539,0.0038421787,0.018812941,0.065318935,0.000012258855,0.000103342965,0.024723817],"study_design_scores_gemma":[0.00032721416,0.00005026135,0.47241053,0.000049363312,0.0016240565,0.0000053325216,0.000037429065,0.5194653,0.0057636444,0.00017407218,0.00002349928,0.00006924767],"about_ca_topic_score_codex":0.000074840726,"about_ca_topic_score_gemma":0.000006584221,"teacher_disagreement_score":0.50065243,"about_ca_system_score_codex":0.00006723851,"about_ca_system_score_gemma":0.00010395837,"threshold_uncertainty_score":0.45550764},"labels":[],"label_agreement":null},{"id":"W3038018096","doi":"10.1017/s0714980820000161","title":"The C5-75 Program: Meeting the Need for Efficient, Pragmatic Frailty Screening and Management in Primary Care","year":2020,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; Centre for Family Medicine; Impact; Research Institute for Aging; McMaster University; University of Waterloo","funders":"","keywords":"Grip strength; Medicine; Primary care; Gerontology; Multiple Chronic Conditions; Cohort; Physical therapy; Predictive value; Physical medicine and rehabilitation; Chronic disease; Intensive care medicine; Family medicine; Internal medicine","score_opus":0.017128687999386247,"score_gpt":0.24384288125325246,"score_spread":0.22671419325386621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3038018096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7743027,0.006491345,0.00056664774,0.20122871,0.0008479664,0.006663,0.00007922179,0.00008044644,0.009739911],"genre_scores_gemma":[0.9895466,0.00025109173,0.0029209766,0.006163197,0.0004298534,0.00029434834,0.0000506353,0.00007774169,0.00026553747],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976756,0.00014989548,0.0005818351,0.0003906356,0.00019468048,0.0010073268],"domain_scores_gemma":[0.99745804,0.00034694595,0.00022527092,0.00034221477,0.00018548364,0.0014420168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010916331,0.0002987362,0.0003546849,0.00022883445,0.000976675,0.0003303583,0.0003798312,0.00006839114,0.000012053645],"category_scores_gemma":[0.0005066315,0.00020992424,0.00013270804,0.00042860632,0.0001465352,0.000056645575,0.000049809,0.0006213263,0.0000025479808],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036917487,0.000114760456,0.027611097,0.00477507,0.0010031194,0.004972252,0.082496606,0.010362922,0.00013292098,0.0070160506,0.02000554,0.8411405],"study_design_scores_gemma":[0.004967724,0.00077761326,0.05119071,0.0050776713,0.00033494653,0.0007073686,0.026108293,0.0145041,0.00002860742,0.00006236155,0.89568055,0.0005600564],"about_ca_topic_score_codex":0.004169154,"about_ca_topic_score_gemma":0.1251653,"teacher_disagreement_score":0.875675,"about_ca_system_score_codex":0.0011298475,"about_ca_system_score_gemma":0.00040907462,"threshold_uncertainty_score":0.89079815},"labels":[],"label_agreement":null},{"id":"W3039257894","doi":"10.1016/j.cjca.2020.03.007","title":"Recent Trends in Hospitalizations for Cardiovascular Disease, Stroke, and Vascular Cognitive Impairment in Canada","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto; University of Calgary; Dalhousie University; Heart and Stroke Foundation","funders":"","keywords":"Medicine; Stroke (engine); Cognitive impairment; Disease; Cognition; Vascular disease; Cognitive decline; Intensive care medicine; Gerontology; Cardiology; Internal medicine; Dementia; Psychiatry","score_opus":0.01727213761973014,"score_gpt":0.2316075597901554,"score_spread":0.21433542217042525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3039257894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93821496,0.031918935,0.002865811,0.023470799,0.000719675,0.0009918953,0.0007037883,0.0000056319286,0.0011085032],"genre_scores_gemma":[0.9982325,0.0006210876,0.0000803444,0.00069149164,0.0002713867,0.000017749537,0.000048798054,0.00001615802,0.000020475685],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988911,0.00010190893,0.00034660936,0.00017976493,0.00015849667,0.00032209282],"domain_scores_gemma":[0.9985162,0.000059529273,0.000059883107,0.00011278471,0.00021399607,0.001037613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020569311,0.00011957457,0.000598492,0.00029998802,0.000027303375,0.0000070642704,0.00007006882,0.000054799468,0.00002340059],"category_scores_gemma":[0.00047891942,0.00011806836,0.0002583579,0.00026676504,0.000059372574,0.00004558054,0.00000859395,0.0001963946,3.860942e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019438482,0.000005765525,0.91270536,0.00008147966,0.0017987933,0.00203582,0.0006285856,0.015366421,0.0000033814817,0.000026619766,0.019945128,0.047208246],"study_design_scores_gemma":[0.0045369957,0.00037173816,0.8367722,0.0001174784,0.0004896563,0.00009925784,0.0007555751,0.0002909312,0.000004372735,0.000018800625,0.1564077,0.00013527933],"about_ca_topic_score_codex":0.31240892,"about_ca_topic_score_gemma":0.83570117,"teacher_disagreement_score":0.52329224,"about_ca_system_score_codex":0.000925587,"about_ca_system_score_gemma":0.0046274364,"threshold_uncertainty_score":0.8208873},"labels":[],"label_agreement":null},{"id":"W3040032552","doi":"10.2459/jcm.0000000000001014","title":"Morphometric and traditional frailty assessment in transcatheter aortic valve implantation","year":2020,"lang":"en","type":"article","venue":"Journal of Cardiovascular Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"British Heart Foundation; National Institute for Health and Care Research","keywords":"Medicine; Interquartile range; Frailty Index; Confidence interval; Internal medicine; Cardiology; Physical therapy; Emergency medicine","score_opus":0.05450238378726558,"score_gpt":0.29569196003687503,"score_spread":0.24118957624960946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040032552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93079114,0.025898153,0.022196097,0.01921926,0.00043249648,0.0004491811,0.000010030999,0.000019140783,0.0009845023],"genre_scores_gemma":[0.9945461,0.0016439235,0.0016829271,0.0011480558,0.0009312738,0.0000045157526,0.0000151859285,0.000020192203,0.000007836336],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975714,0.000117272364,0.0006977768,0.00018845659,0.0012440205,0.00018103617],"domain_scores_gemma":[0.9989885,0.00015625147,0.00016486293,0.00015835397,0.00019170737,0.0003402897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095529435,0.00016147339,0.0008836679,0.0004533753,0.000023170951,0.000008556531,0.000085262,0.0000837171,0.00012557328],"category_scores_gemma":[0.00037202882,0.000119274744,0.0008031755,0.0005966492,0.000097683245,0.00015632017,0.000009570668,0.0005732852,0.0000027349427],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023596636,0.001484116,0.13219689,0.0038293097,0.038497757,0.005551861,0.02196738,0.004181407,0.03329406,0.0004535934,0.014134225,0.74204975],"study_design_scores_gemma":[0.016936699,0.0026951032,0.959873,0.0007518091,0.003536804,0.006028911,0.00070480123,0.0009181902,0.00035714722,0.0002573043,0.0077396296,0.00020057826],"about_ca_topic_score_codex":0.000020552801,"about_ca_topic_score_gemma":8.026123e-7,"teacher_disagreement_score":0.8276761,"about_ca_system_score_codex":0.00011027384,"about_ca_system_score_gemma":0.00014081268,"threshold_uncertainty_score":0.4863883},"labels":[],"label_agreement":null},{"id":"W3040646996","doi":"10.1016/j.jcrc.2020.06.007","title":"Comparison of two frailty identification tools for critically ill patients: A post-hoc analysis of a multicenter prospective cohort study","year":2020,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Calgary; Alberta Health Services; Impact; McMaster University","funders":"Canadian Institutes of Health Research; University of Alberta; Canadian Intensive Care Foundation","keywords":"Medicine; Critically ill; Post-hoc analysis; Identification (biology); Intensive care medicine; Post hoc; Prospective cohort study; Cohort; Cohort study; Emergency medicine; Internal medicine","score_opus":0.050106366525705,"score_gpt":0.4137736750637788,"score_spread":0.36366730853807383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040646996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9881916,0.0001878598,0.0053483634,0.0042267237,0.00015411465,0.0014373476,0.00033892415,0.00001075798,0.00010431276],"genre_scores_gemma":[0.99558973,0.000001117003,0.0030941388,0.0010868711,0.00011297343,0.000026552287,0.000063029736,0.000020508329,0.0000050698054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99690676,0.00011796028,0.0015310486,0.00026024078,0.0009723009,0.00021167482],"domain_scores_gemma":[0.9705466,0.00077091035,0.00035990513,0.00024423457,0.027794875,0.00028349552],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00027511397,0.00016502889,0.0011700575,0.0002377941,0.000040289215,0.00003655566,0.000189758,0.000077687604,0.00009529615],"category_scores_gemma":[0.028178405,0.00013913766,0.0005090596,0.000467545,0.0001898189,0.0002974182,0.000047492034,0.000306189,0.0000020089713],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002973977,0.0037121284,0.9737653,0.0010881552,0.0012911055,0.000017958379,0.012542037,0.000037947844,0.0026789894,0.00016487559,0.00022021566,0.0015072788],"study_design_scores_gemma":[0.0061611077,0.010883273,0.9344487,0.00013265919,0.010799699,0.0000026712487,0.031283543,0.00152659,0.0045588776,0.000037025617,0.000028390301,0.00013743265],"about_ca_topic_score_codex":0.000012724672,"about_ca_topic_score_gemma":0.000027002192,"teacher_disagreement_score":0.0393166,"about_ca_system_score_codex":0.00014369313,"about_ca_system_score_gemma":0.00010657803,"threshold_uncertainty_score":0.98000765},"labels":[],"label_agreement":null},{"id":"W3040814087","doi":"10.1164/ajrccm-conference.2020.201.1_meetingabstracts.a2876","title":"Impact of Frailty on Clinical Outcomes in the Fast Trial","year":2020,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Niagara Health System; Centre Hospitalier de l’Université de Montréal; Hôpital de l'Enfant-Jésus; Royal Alexandra Hospital; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; Université de Sherbrooke; Juravinski Hospital; McMaster University; Ottawa Hospital; St. Michael's Hospital","funders":"","keywords":"Computer science","score_opus":0.17633286274678664,"score_gpt":0.4555219430006335,"score_spread":0.2791890802538468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040814087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9650393,0.000004163988,0.00002700928,0.019015921,0.00012825268,0.00057850627,0.000009505153,0.000025011064,0.015172335],"genre_scores_gemma":[0.9942771,0.0000051006573,0.00013432362,0.0048096282,0.0002659812,0.000005975811,0.000005849102,0.000008158468,0.00048784653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988563,0.0001086143,0.0004616694,0.00015928413,0.00028115878,0.00013295132],"domain_scores_gemma":[0.99879736,0.0007271521,0.000062764186,0.0002896161,0.000025814252,0.00009728163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031600875,0.000096538526,0.00039676946,0.000028748034,0.000008376675,0.0000053720314,0.00014742231,0.00008025606,0.00058048597],"category_scores_gemma":[0.0019958734,0.00004523973,0.00032213976,0.00014477923,0.000059636903,0.000023704311,0.000024618332,0.00031886576,0.000114382005],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019866949,0.0011426556,0.929796,0.00001627739,0.00014943072,0.000038236572,0.0012144058,0.000008835397,0.00005927632,0.00017134023,0.035819065,0.011717548],"study_design_scores_gemma":[0.048999254,0.008506892,0.94127285,0.000018639914,0.00002912228,0.0000024537542,0.00018680941,0.0001198066,0.000036896643,0.000027211332,0.0007434609,0.00005662057],"about_ca_topic_score_codex":0.00017738233,"about_ca_topic_score_gemma":0.00003851152,"teacher_disagreement_score":0.035075605,"about_ca_system_score_codex":0.000018868062,"about_ca_system_score_gemma":0.000084118736,"threshold_uncertainty_score":0.6355914},"labels":[],"label_agreement":null},{"id":"W3041188052","doi":"10.1164/ajrccm-conference.2020.201.1_meetingabstracts.a1095","title":"Prevalence and Prognostic Impact of Physical Frailty in Interstitial Lung Disease","year":2020,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Medicine; Disease; Interstitial lung disease; Lung; Computer science; Internal medicine","score_opus":0.02338638766867207,"score_gpt":0.32300069648324997,"score_spread":0.2996143088145779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041188052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99704933,0.00012513332,0.00018573015,0.0015344517,0.000013330497,0.00039732482,0.00002188177,0.000031131,0.00064167165],"genre_scores_gemma":[0.99953866,0.000009957586,0.000092560775,0.00016762415,0.00008560368,0.000008372383,0.000005519821,0.000008466233,0.00008321219],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994051,0.000018578785,0.00013014961,0.00018087726,0.00013978833,0.00012552003],"domain_scores_gemma":[0.9994762,0.00009210849,0.000024814904,0.00010660017,0.000028694461,0.00027160934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000023611643,0.00009060289,0.0001816813,0.00002961352,0.0000058979194,0.000005073224,0.00004893624,0.00002014868,0.00016190202],"category_scores_gemma":[0.0006401928,0.00006677708,0.00006484471,0.000105104686,0.00008697785,0.000071639144,0.00005395743,0.00011386467,0.000007674848],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004779721,0.00020269223,0.9923949,0.00094772904,0.000030185838,0.00007074332,0.0012740158,0.00002107266,0.0020772705,0.00005847963,0.0008402719,0.0016046346],"study_design_scores_gemma":[0.0011803303,0.0006408325,0.9426728,0.00035203708,0.000070181944,0.0000041286594,0.000025101412,0.054627344,0.00032057197,0.000031632655,0.0000056969693,0.000069380476],"about_ca_topic_score_codex":0.000055607485,"about_ca_topic_score_gemma":0.000003962682,"teacher_disagreement_score":0.054606274,"about_ca_system_score_codex":0.000030304525,"about_ca_system_score_gemma":0.000081343685,"threshold_uncertainty_score":0.272309},"labels":[],"label_agreement":null},{"id":"W3041411171","doi":"10.1159/000508723","title":"Which Factors Contribute to Frailty among the Oldest Old? Results of the Multicentre Prospective AgeCoDe and AgeQualiDe Study","year":2020,"lang":"en","type":"article","venue":"Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Dementia; Prospective cohort study; Longitudinal study; Depression (economics); Demography; Marital status; Cohort study; Internal medicine; Disease; Population; Environmental health","score_opus":0.05021194589074622,"score_gpt":0.31443323014570534,"score_spread":0.2642212842549591,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041411171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766326,0.00008844188,0.000066738874,0.018972497,0.00023752308,0.0030057752,0.0001210239,0.000056038247,0.00081936264],"genre_scores_gemma":[0.9977384,0.000005426703,0.000074984855,0.0010710134,0.0000972881,0.00005226496,0.000011090531,0.000021559703,0.00092794397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979752,0.00031767407,0.00049722544,0.0005100001,0.000308709,0.00039123354],"domain_scores_gemma":[0.9980605,0.0006065861,0.00021940678,0.0006283226,0.0002610901,0.00022404418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029201226,0.0002356726,0.0005579416,0.000031887957,0.00013907676,0.000017577,0.00030903713,0.00013076211,0.000032449647],"category_scores_gemma":[0.0035773779,0.00013071203,0.00007166139,0.00034838717,0.00022253151,0.000061165454,0.0002650209,0.0004038423,0.000013496678],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084027246,0.00025919947,0.91021097,0.00004768423,0.0002611215,0.00002884383,0.084332705,0.000027404056,0.0007614483,0.00007172574,0.00261852,0.0005400967],"study_design_scores_gemma":[0.0057729264,0.0009146049,0.9779472,0.00005716245,0.00019419496,0.000010654257,0.012160725,0.00014998642,0.002074595,0.000024670842,0.0005677571,0.00012552647],"about_ca_topic_score_codex":0.0018772834,"about_ca_topic_score_gemma":0.026593303,"teacher_disagreement_score":0.072171986,"about_ca_system_score_codex":0.000072938434,"about_ca_system_score_gemma":0.000064620675,"threshold_uncertainty_score":0.99116886},"labels":[],"label_agreement":null},{"id":"W3041626516","doi":"","title":"Development and validation of a new instrument for frailty","year":2000,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gerontology; Medicine; Psychology","score_opus":0.28628591396178565,"score_gpt":0.38838152477502663,"score_spread":0.10209561081324098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041626516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96844333,0.0002827878,0.00020280981,0.029509345,0.0000961282,0.0004869363,0.0000032560529,0.00001827598,0.0009571312],"genre_scores_gemma":[0.940475,0.0003041744,0.048682813,0.003408619,0.0004699838,0.000026617921,0.00007369561,0.000015505837,0.0065435744],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987547,0.000031203115,0.0006582979,0.00026068708,0.00017059527,0.00012456547],"domain_scores_gemma":[0.99912083,0.00017534313,0.000103225415,0.00012246262,0.00008018236,0.0003979378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004162904,0.00012453302,0.00045291285,0.00003965584,0.000040919487,0.0000027709348,0.000037001373,0.00008513139,0.00023584813],"category_scores_gemma":[0.0011718045,0.000084982414,0.000029803383,0.00009057893,0.002628191,0.000060854592,0.000020515907,0.00013132527,0.0000045118195],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032266622,0.00014761511,0.0857977,0.00033682765,0.00016216525,0.0000033836925,0.0050375937,5.010733e-7,0.0020157995,0.0021664049,0.013382361,0.89062697],"study_design_scores_gemma":[0.018007597,0.004687422,0.56277645,0.0022553287,0.0003134078,0.000035151275,0.0006332155,0.00027310618,0.040725857,0.034142535,0.33586302,0.0002869248],"about_ca_topic_score_codex":0.000036785652,"about_ca_topic_score_gemma":0.000006827618,"teacher_disagreement_score":0.89034003,"about_ca_system_score_codex":0.000011151377,"about_ca_system_score_gemma":0.00014744129,"threshold_uncertainty_score":0.9683679},"labels":[],"label_agreement":null},{"id":"W3041742548","doi":"10.1249/01.mss.0000680844.38904.bd","title":"Effect Af A Multicomponent Exercise Program On Functional Capacity And Cognitive Function In Frail Community Elders With Cognitive Decline","year":2020,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Verbal fluency test; Montreal Cognitive Assessment; Cognition; Physical therapy; Dementia; Population; Medicine; Physical medicine and rehabilitation; Gerontology; Psychology; Cognitive impairment; Neuropsychology; Psychiatry; Disease; Internal medicine","score_opus":0.03135849990664879,"score_gpt":0.29589822762984275,"score_spread":0.26453972772319395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041742548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926151,0.00011832619,0.00020444406,0.002295852,0.00025664008,0.003765292,0.000009882044,0.00016041339,0.0005740369],"genre_scores_gemma":[0.9973801,0.00010489703,0.00021893118,0.0015563449,0.000113163616,0.00045552177,0.00009425654,0.000035960704,0.000040865703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958699,0.00018557733,0.0006387449,0.00089491333,0.0017209663,0.00068992807],"domain_scores_gemma":[0.9976307,0.0007177549,0.00021214898,0.00033551932,0.0004011967,0.0007026486],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0024226713,0.0004890246,0.0009957894,0.0006165505,0.0003109531,0.00003514726,0.00019956422,0.00013819027,0.00017550917],"category_scores_gemma":[0.0016904218,0.00035593347,0.000057123598,0.0019981049,0.0029744678,0.0003900279,0.000153839,0.0014779076,0.000017455297],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009163817,0.0012367842,0.6336524,0.0003098702,0.0000039123647,0.0003591377,0.007504253,0.00003147337,0.00028585605,9.391109e-7,0.00006309926,0.34738848],"study_design_scores_gemma":[0.012987629,0.007859108,0.9605222,0.009005686,0.0003947918,0.00006994287,0.0067250165,0.0016380615,0.00037504523,0.000028221284,0.000055670134,0.00033867915],"about_ca_topic_score_codex":0.0012417041,"about_ca_topic_score_gemma":0.00041060455,"teacher_disagreement_score":0.3470498,"about_ca_system_score_codex":0.00017094892,"about_ca_system_score_gemma":0.0002542767,"threshold_uncertainty_score":0.99988925},"labels":[],"label_agreement":null},{"id":"W3041956883","doi":"10.1089/apc.2020.0051","title":"Comorbidities in Older Persons with Controlled HIV Infection: Correlations with Frailty Index Subtypes","year":2020,"lang":"en","type":"article","venue":"AIDS Patient Care and STDs","topic":"Frailty in Older Adults","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Women and Children’s Health Research Institute; Alberta Hip and Knee Clinic; University of Calgary","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Medicine; Polypharmacy; Internal medicine; Body mass index; Coinfection; Human immunodeficiency virus (HIV); Gerontology; Immunology","score_opus":0.015131848276153052,"score_gpt":0.23895285360249685,"score_spread":0.2238210053263438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041956883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925465,0.0004369496,0.00061649596,0.0004131307,0.0000628197,0.0007271441,0.000034332745,0.000069220434,0.00509343],"genre_scores_gemma":[0.9985549,0.000030405625,0.0002680859,0.0006358349,0.00006487603,0.00008111977,0.00009831511,0.000020414567,0.00024608008],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991004,0.00004038958,0.00018828992,0.000243241,0.0002542622,0.00017341654],"domain_scores_gemma":[0.9994055,0.00009480442,0.000064699925,0.00014158411,0.00015253713,0.00014085851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000023734709,0.00017110888,0.0003660697,0.00010011422,0.00008971036,0.00002379227,0.000028542769,0.00007734394,0.000110138055],"category_scores_gemma":[0.000054470605,0.000119080425,0.000043580407,0.00027861012,0.00011479987,0.00011570498,0.000021060623,0.000252308,0.000007892103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010805362,0.00007575805,0.96489054,0.000096776996,0.00010117406,0.000057945686,0.020113196,0.0001742603,0.000007799932,0.000086445885,0.0011808501,0.0121347215],"study_design_scores_gemma":[0.06597655,0.13159509,0.7435305,0.0013364428,0.0007609101,0.000187467,0.0447704,0.003613959,0.00029527495,0.000023247823,0.006975389,0.0009347535],"about_ca_topic_score_codex":0.00026697505,"about_ca_topic_score_gemma":0.0006132961,"teacher_disagreement_score":0.22136001,"about_ca_system_score_codex":0.00004669961,"about_ca_system_score_gemma":0.00010368128,"threshold_uncertainty_score":0.48559588},"labels":[],"label_agreement":null},{"id":"W3043023028","doi":"10.1177/0885066620939055","title":"Frailty Is Associated With Decreased Time Spent at Home After Critical Illness: A Population-Based Study","year":2020,"lang":"en","type":"article","venue":"Journal of Intensive Care Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Alberta Health Services; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Emergency medicine; Intensive care unit; Psychological intervention; Retrospective cohort study; Odds ratio; Cohort; Cohort study; Population; Pediatrics; Gerontology; Intensive care medicine; Internal medicine; Environmental health","score_opus":0.02430686448689833,"score_gpt":0.30411939121855885,"score_spread":0.2798125267316605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043023028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91838694,0.00088870554,0.00015457149,0.07941911,0.00035787906,0.000596669,0.00004015189,0.000040076007,0.00011588174],"genre_scores_gemma":[0.9394109,0.0000043284062,0.00014567257,0.0594244,0.00073003245,0.000010216945,0.000071142604,0.000057074492,0.00014622149],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967102,0.00016182815,0.0009368204,0.00034139055,0.0015047592,0.00034501855],"domain_scores_gemma":[0.98378325,0.00069961505,0.00043527814,0.00029470265,0.013934776,0.0008523898],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024391024,0.00035552838,0.0012786358,0.00023730156,0.00008055103,0.000015151852,0.00016969336,0.00012971112,0.0023697698],"category_scores_gemma":[0.02185639,0.00022460689,0.000207016,0.00043791483,0.00020243792,0.00010460739,0.000052012645,0.0006467578,0.00005590152],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013963228,0.000626137,0.827291,0.0003467143,0.0014061406,0.019650102,0.035416253,0.000029243516,0.00195751,0.0000019332952,0.09817008,0.0011416451],"study_design_scores_gemma":[0.02742567,0.025168335,0.88792217,0.0063585895,0.0030825497,0.00087668444,0.04575466,0.00063500897,0.0010002905,0.000016946176,0.0012050098,0.0005540845],"about_ca_topic_score_codex":0.00006936457,"about_ca_topic_score_gemma":0.000054345885,"teacher_disagreement_score":0.096965075,"about_ca_system_score_codex":0.00067500887,"about_ca_system_score_gemma":0.00027402368,"threshold_uncertainty_score":0.9985422},"labels":[],"label_agreement":null},{"id":"W3044233863","doi":"10.1016/j.hpb.2020.11.1029","title":"Long-term Dependency Outcomes in Older Adults Following Hepatectomy and Pancreatectomy for Cancer: A Population-based Analysis","year":2021,"lang":"en","type":"article","venue":"HPB","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; University of Manitoba; University of Toronto","funders":"","keywords":"Medicine; Pancreatectomy; Receipt; Hepatectomy; Cancer; Population; Cancer registry; Internal medicine; Surgery; Pancreas; Resection","score_opus":0.013978496090781277,"score_gpt":0.30486993418062114,"score_spread":0.29089143808983986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044233863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955992,0.001237577,0.0017101956,0.0005144898,0.0001367351,0.0006633455,0.000038881215,0.00006591771,0.00003365876],"genre_scores_gemma":[0.99558794,0.000044488632,0.0028439627,0.00032322438,0.00004701503,0.00026339316,0.00028732594,0.000029915233,0.00057275605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985882,0.000041280146,0.00034515545,0.00046147112,0.0002508753,0.0003130057],"domain_scores_gemma":[0.999143,0.00021605412,0.000073546405,0.00033789093,0.00010699211,0.00012251051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000111996065,0.00019639851,0.00063454,0.00030123285,0.000059940932,0.000030606563,0.000059278966,0.000112693575,0.00020927118],"category_scores_gemma":[0.00025020516,0.00018003557,0.00029813303,0.0006576352,0.000012705082,0.0000859351,0.000025870371,0.00012584221,0.0000029394653],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000944967,0.00012149529,0.98109573,0.00025506847,0.000479946,0.00020864255,0.00022302009,0.00004351496,0.00009738403,0.0000016573787,0.0000109519015,0.017368075],"study_design_scores_gemma":[0.0067719813,0.000042489133,0.98446226,0.0004462925,0.0010265169,0.0000071034924,0.00005065492,0.0064262096,0.00055653555,0.000006333989,0.000014092189,0.00018953752],"about_ca_topic_score_codex":0.0033191738,"about_ca_topic_score_gemma":0.021758718,"teacher_disagreement_score":0.018439544,"about_ca_system_score_codex":0.00014281015,"about_ca_system_score_gemma":0.00012163107,"threshold_uncertainty_score":0.99609166},"labels":[],"label_agreement":null},{"id":"W3044549583","doi":"10.1007/978-3-319-69892-2_360-2","title":"Physical Activity, Sedentary Behaviors, and Frailty","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sedentary behavior; Physical activity; Psychology; Gerontology; Physical medicine and rehabilitation; Medicine","score_opus":0.033209554882412236,"score_gpt":0.3015957079780323,"score_spread":0.2683861530956201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044549583","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07366409,0.0001271463,0.000017011425,0.0016036103,0.00035110145,0.0011125157,0.000097830634,0.00016611752,0.92286056],"genre_scores_gemma":[0.082747534,0.000081283535,0.00016342138,0.00051035994,0.00051648874,0.0000066050434,0.00012701731,0.00010023927,0.91574705],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986254,0.000006508658,0.00014005273,0.00053947495,0.00046129985,0.00022724393],"domain_scores_gemma":[0.99896276,0.00008336504,0.00008524574,0.0006054298,0.000059140883,0.00020407283],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003654503,0.00040579127,0.0006761647,0.00010602334,0.0000316543,0.000021351305,0.000096468204,0.00038282273,0.002006077],"category_scores_gemma":[0.000009262507,0.00034593427,0.000190518,0.000013030112,0.0001479357,0.00008484989,0.00020622012,0.00074087636,0.0008945137],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008080992,0.0015998203,0.0077416324,0.0023190342,0.001537152,0.0015231705,0.0009551753,7.230636e-7,0.011533908,0.057182793,0.3833808,0.5314177],"study_design_scores_gemma":[0.008374267,0.0029839121,0.04885526,0.0025837647,0.003666289,0.0012496767,0.0000559515,0.00022924262,0.006138408,0.005264195,0.9178494,0.0027496326],"about_ca_topic_score_codex":0.00013590853,"about_ca_topic_score_gemma":0.000065473825,"teacher_disagreement_score":0.5344686,"about_ca_system_score_codex":0.00009412049,"about_ca_system_score_gemma":0.000117727,"threshold_uncertainty_score":0.99989927},"labels":[],"label_agreement":null},{"id":"W3044787007","doi":"10.1111/jgs.16716","title":"Frailty Combined with Loneliness or Social Isolation: An Elevated Risk for Mortality in Later Life","year":2020,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":143,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek; ZonMw","keywords":"Loneliness; Medicine; Social isolation; Gerontology; Hazard ratio; Demography; Confidence interval; Frailty Index; Social support; Proportional hazards model; Internal medicine; Psychiatry; Psychology","score_opus":0.04775908625788453,"score_gpt":0.32102348367460104,"score_spread":0.2732643974167165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044787007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9762553,0.000029735404,0.005521669,0.017493606,0.00016209437,0.0004540291,0.000050731946,0.000024997415,0.000007857816],"genre_scores_gemma":[0.9843327,0.000088207315,0.009602868,0.004750528,0.0011263728,0.0000072477337,0.000009115518,0.00003915314,0.000043824686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981718,0.00015820684,0.0006817178,0.00020332879,0.00051613396,0.00026880595],"domain_scores_gemma":[0.99740046,0.00017212241,0.0014306892,0.0002214479,0.000533135,0.00024212459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005664496,0.00019424598,0.0006994472,0.000034494697,0.00014933445,0.00003655704,0.0002961214,0.00008367927,0.000028425255],"category_scores_gemma":[0.00062179053,0.00011244272,0.00039310724,0.0011410982,0.0002096072,0.000175022,0.000055093526,0.0006080361,0.0000011862196],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011898088,0.0007594719,0.94031346,0.00024000413,0.0010896799,0.000033265977,0.011119728,0.0016471772,0.0025453141,0.000008264024,0.028327974,0.00201755],"study_design_scores_gemma":[0.010241474,0.0035677757,0.96449107,0.000041851392,0.0007591246,0.0000434725,0.0029844178,0.015739264,0.00031122993,0.000091229864,0.0014441051,0.0002849862],"about_ca_topic_score_codex":0.00007556065,"about_ca_topic_score_gemma":0.000038218193,"teacher_disagreement_score":0.026883869,"about_ca_system_score_codex":0.00015000696,"about_ca_system_score_gemma":0.0005877698,"threshold_uncertainty_score":0.4585281},"labels":[],"label_agreement":null},{"id":"W3044829368","doi":"10.4082/kjfm.20.0122","title":"Diagnosis and Management of Frailty in Primary Health Care","year":2020,"lang":"en","type":"article","venue":"Korean Journal of Family Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Vulnerability (computing); Stressor; Frailty Index; Disease; Population ageing; Health care; Population; Primary care; Family medicine; Psychiatry; Environmental health","score_opus":0.06801322135811097,"score_gpt":0.3322568107117556,"score_spread":0.26424358935364467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044829368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85504866,0.04576225,0.00019887892,0.09301032,0.00025836952,0.00056040566,0.000012379264,0.000015262984,0.0051334845],"genre_scores_gemma":[0.9657702,0.018167935,0.0037894186,0.011849899,0.0003502203,0.0000041658373,0.000013373459,0.000023067656,0.000031732583],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980779,0.000063389154,0.0009017087,0.0001640337,0.0005911797,0.00020177639],"domain_scores_gemma":[0.9987594,0.00009847687,0.00040439412,0.00016281956,0.0001619284,0.0004129808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039034148,0.00015382249,0.00081267307,0.00019692908,0.000018128541,0.0000023817124,0.00013080046,0.000046404417,0.000033693566],"category_scores_gemma":[0.00013209958,0.00011282094,0.000065161155,0.0003217992,0.0001640658,0.000067413464,0.000052563984,0.00033568195,0.0000013458474],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015870299,0.00037305686,0.2597899,0.011444791,0.0005428986,0.0029482937,0.032258134,0.00002282558,0.001728729,0.00015828604,0.1538274,0.5353186],"study_design_scores_gemma":[0.0115093095,0.0048047737,0.95122254,0.0068480438,0.00020835167,0.00017545112,0.009784615,0.000013029119,0.00027636168,0.00003344462,0.015006669,0.00011743457],"about_ca_topic_score_codex":0.00005965844,"about_ca_topic_score_gemma":0.0000071350196,"teacher_disagreement_score":0.6914326,"about_ca_system_score_codex":0.00014622098,"about_ca_system_score_gemma":0.00012880292,"threshold_uncertainty_score":0.46007046},"labels":[],"label_agreement":null},{"id":"W3044952954","doi":"10.1002/ejhf.1973","title":"Frailty and the Failing Heart do not Travel Alone","year":2020,"lang":"en","type":"letter","venue":"European Journal of Heart Failure","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; St. Boniface Hospital; Dalhousie University","funders":"","keywords":"Medicine; Heart failure; Subclinical infection; Stressor; Disease; Cohort; Intensive care medicine; Cardiovascular health; Gerontology; Internal medicine; Psychiatry","score_opus":0.027484060763974395,"score_gpt":0.25393701387195977,"score_spread":0.22645295310798538,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3044952954","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002136585,0.0018120521,0.00015935954,0.9938843,0.0006494674,0.00044816776,0.00003380316,0.000038508355,0.00083774625],"genre_scores_gemma":[0.049030993,0.0001663856,0.012177227,0.9201974,0.015756745,0.000001894488,0.00003384449,0.00024810192,0.0023873833],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954598,0.0012515346,0.0011989564,0.0004484007,0.0011349873,0.00050631654],"domain_scores_gemma":[0.9976301,0.0005186246,0.0005612199,0.000602448,0.00034515216,0.00034245904],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0014005953,0.0005356521,0.0014827946,0.00021405378,0.00019427907,0.00019982975,0.00043237986,0.00021348624,0.00028802236],"category_scores_gemma":[0.00075478817,0.0003392219,0.0006402781,0.00021009352,0.0005072848,0.00015009857,0.0001675432,0.0068608895,0.00031945616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039115272,0.000019116189,0.00010549328,0.00024571636,0.00026406598,0.005625575,0.000918185,0.000002008733,0.0011845543,0.0000039065317,0.9905761,0.0006641662],"study_design_scores_gemma":[0.0063633104,0.00064994185,0.0014079825,0.001299057,0.00044008112,0.012763164,0.00023018398,0.000016788152,0.0002760392,0.00002464293,0.97622496,0.00030386116],"about_ca_topic_score_codex":0.0000075298917,"about_ca_topic_score_gemma":0.0000015144034,"teacher_disagreement_score":0.07368688,"about_ca_system_score_codex":0.000054004962,"about_ca_system_score_gemma":0.0002018211,"threshold_uncertainty_score":0.999906},"labels":[],"label_agreement":null},{"id":"W3045100413","doi":"10.1101/2020.07.22.214718","title":"The frailty syndrome as an emergent state of parallel dysregulation in multiple physiological systems","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université de Sherbrooke; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean","funders":"","keywords":"Stressor; Vulnerability (computing); Frailty syndrome; Psychology; Medicine; Gerontology; Neuroscience; Frailty Index; Computer science","score_opus":0.04423492959926232,"score_gpt":0.2673950833125671,"score_spread":0.2231601537133048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045100413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99428856,0.0010419326,0.00042041793,0.00068330555,0.0010078109,0.002123191,0.00017650571,0.00025345365,0.000004833297],"genre_scores_gemma":[0.9976685,0.00037961124,0.0011700835,0.00010278361,0.00020464614,0.00035229587,0.0000034395944,0.00010583036,0.000012823814],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9962299,0.00035351314,0.0011111536,0.001035891,0.000700777,0.0005687523],"domain_scores_gemma":[0.9967832,0.00014729779,0.0006384494,0.0015734052,0.00046329285,0.00039433167],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006128079,0.00055570254,0.0010287495,0.0001665711,0.00011945633,0.00008100485,0.00057398394,0.00045002115,0.000023261638],"category_scores_gemma":[0.00081089063,0.00044423604,0.0001903949,0.0004934462,0.00022645209,0.000120481054,0.0004281232,0.001012197,0.00006381114],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090267905,0.0010861036,0.04408251,0.0028122815,0.00070043775,0.00067145255,0.00015796155,0.010929435,0.9373076,0.00070600066,0.00062416063,0.000019407593],"study_design_scores_gemma":[0.0016565218,0.0004940041,0.96283805,0.0010221623,0.00010611778,1.7371015e-7,0.000016840171,0.020962033,0.01145446,0.000018542953,0.000878379,0.0005527275],"about_ca_topic_score_codex":0.0004480938,"about_ca_topic_score_gemma":0.000022889639,"teacher_disagreement_score":0.92585313,"about_ca_system_score_codex":0.00031094401,"about_ca_system_score_gemma":0.0004991625,"threshold_uncertainty_score":0.9998009},"labels":[],"label_agreement":null},{"id":"W3045310482","doi":"10.1016/j.archger.2020.104207","title":"Association between lifestyle behaviors and frailty in Atlantic Canadian males and females","year":2020,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; University of Manitoba; Nova Scotia Health Authority; St. Boniface Hospital; Dalhousie University","funders":"","keywords":"Medicine; Demography; Cohort; Gerontology; Logistic regression; Alcohol consumption; Alcohol intake; Cohort study; Physical activity; Cross-sectional study; Sedentary lifestyle; Frailty Index; Alcohol; Physical therapy; Internal medicine","score_opus":0.03752672833728167,"score_gpt":0.2837327482939076,"score_spread":0.24620601995662594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045310482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98821187,0.0012362477,0.000025918147,0.009840375,0.000028723336,0.00016697853,0.000031919804,0.000010695905,0.00044727678],"genre_scores_gemma":[0.9976064,0.0007056239,0.0012370774,0.00023382297,0.000068006375,0.0000033630079,0.00003301643,0.0000076950755,0.00010499918],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99923956,0.00006281009,0.00021161533,0.0002070733,0.00006601457,0.000212944],"domain_scores_gemma":[0.9991752,0.00041084163,0.00008227429,0.000071258226,0.000012941169,0.00024748727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008605738,0.00010081105,0.00031998128,0.00013055163,0.00004640225,0.0000071114778,0.000039985636,0.00012737518,0.000008886021],"category_scores_gemma":[0.00031966637,0.00010077049,0.000020229443,0.00007497421,0.00013477195,0.000045814817,0.00004137842,0.0001708911,0.0000010328422],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036369835,0.000011515527,0.99045616,0.00011826131,0.00003628758,0.000027132899,0.0025503873,2.4996646e-7,0.00022953934,0.00006968178,0.000104478386,0.006359924],"study_design_scores_gemma":[0.0009079885,0.00022665836,0.99727184,0.000027731763,0.00012954269,0.000020770289,0.00017414104,0.00005409288,0.00005362821,0.00017058791,0.0008779163,0.00008509001],"about_ca_topic_score_codex":0.015056122,"about_ca_topic_score_gemma":0.0649034,"teacher_disagreement_score":0.049847282,"about_ca_system_score_codex":0.000015562175,"about_ca_system_score_gemma":0.000073635965,"threshold_uncertainty_score":0.9915027},"labels":[],"label_agreement":null},{"id":"W3045380663","doi":"10.14309/ctg.0000000000000211","title":"Validation of the Clinical Frailty Scale for the Prediction of Mortality in Patients With Liver Cirrhosis","year":2020,"lang":"en","type":"article","venue":"Clinical and Translational Gastroenterology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohort; Cirrhosis; Hazard ratio; Internal medicine; Cohort study; Outpatient clinic; Prospective cohort study; Odds ratio; Liver disease; Confidence interval","score_opus":0.08429376273660955,"score_gpt":0.3340596424103142,"score_spread":0.24976587967370467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045380663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9888891,0.000013679847,0.003086268,0.0070584635,0.00011674169,0.00063406274,0.00018517366,0.0000050150056,0.0000114813565],"genre_scores_gemma":[0.9983611,0.000020005175,0.00062778563,0.0008196039,0.00009062754,0.000014562125,0.00005693756,0.000005643628,0.0000037003038],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986412,0.00015083991,0.0007399648,0.0001980194,0.00017607502,0.000093915565],"domain_scores_gemma":[0.9989587,0.00053779455,0.00017464,0.00013292671,0.00013808344,0.000057869864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034698666,0.00007120179,0.0002932493,0.000013757417,0.000023988394,0.0000015767808,0.00007682777,0.000091404385,0.000019226176],"category_scores_gemma":[0.00019592809,0.000039190734,0.00014273444,0.00006491661,0.0005395942,0.000037421556,0.0000179943,0.0002007092,3.2161017e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027376162,0.00037993782,0.994597,0.000052874566,0.00009678116,1.1716329e-7,0.00009768668,0.000055331,0.000006216559,0.000016780037,0.000069311165,0.0018903245],"study_design_scores_gemma":[0.0066420524,0.0020334204,0.98893446,0.000037403726,0.00020436035,7.9584987e-7,0.000008470296,0.0019178926,0.000031435906,0.00009137873,0.000080202335,0.000018131865],"about_ca_topic_score_codex":0.000009382568,"about_ca_topic_score_gemma":0.00004376331,"teacher_disagreement_score":0.00947202,"about_ca_system_score_codex":0.0000020561406,"about_ca_system_score_gemma":0.000030622505,"threshold_uncertainty_score":0.19881573},"labels":[],"label_agreement":null},{"id":"W3045779144","doi":"10.1186/s12877-020-01659-9","title":"“Establishing the criterion validity of the interRAI Check-Up Self-Report instrument”","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Women's College Hospital","funders":"","keywords":"Medicine; Psychosocial; Construct validity; Rehabilitation; Activities of daily living; Concurrent validity; Gerontology; Family medicine; Psychometrics; Physical therapy; Clinical psychology; Psychiatry","score_opus":0.07113432910066493,"score_gpt":0.28661200448039575,"score_spread":0.21547767537973084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045779144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98101926,0.00010316421,0.0010901807,0.012908981,0.002224016,0.00066959095,0.00001680389,0.0001287168,0.0018393007],"genre_scores_gemma":[0.9955126,0.000034877994,0.0019358109,0.0011792681,0.0007561621,0.000013280897,0.000016536049,0.000027566006,0.000523894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982902,0.00013281676,0.00051041105,0.00028053566,0.000555007,0.00023104838],"domain_scores_gemma":[0.9985622,0.00017423034,0.00030867854,0.00065926,0.00017404446,0.00012156398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052089064,0.00016699237,0.00027414138,0.00003786944,0.00010510944,0.000058943195,0.00040581694,0.000105049316,0.000097282085],"category_scores_gemma":[0.00299729,0.00009807541,0.00019946073,0.0005976145,0.00007210191,0.00015335268,0.0003445692,0.0003549983,0.00001765188],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034709048,0.0004102896,0.8128163,0.002178016,0.0002321356,0.000064568434,0.025278995,0.000046433455,0.015314188,0.00030704666,0.13687105,0.0061338358],"study_design_scores_gemma":[0.0061064144,0.00087760756,0.6554413,0.00042191695,0.001390207,0.001180354,0.0042931563,0.0044541876,0.046932068,0.0004167611,0.2777032,0.0007828454],"about_ca_topic_score_codex":0.00009565072,"about_ca_topic_score_gemma":0.000029036906,"teacher_disagreement_score":0.15737507,"about_ca_system_score_codex":0.00008299298,"about_ca_system_score_gemma":0.00029128924,"threshold_uncertainty_score":0.39993992},"labels":[],"label_agreement":null},{"id":"W3046788577","doi":"","title":"Sex differences in frailty and its association with low bone mineral density in rheumatoid arthritis","year":2018,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Osteoporosis; Bone mineral; Rheumatoid arthritis; Cohort; Internal medicine; Body mass index; Cohort study; Bone density; Population; Demography; Gerontology","score_opus":0.01416007631623332,"score_gpt":0.24040312113625187,"score_spread":0.22624304482001856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046788577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960556,0.00017265629,0.000021731428,0.0016485701,0.00005662434,0.00025077135,0.000003379551,0.000039367715,0.0017512949],"genre_scores_gemma":[0.9957629,0.00025780016,0.00037790142,0.00030246546,0.000055557943,0.0000102202775,0.000008485828,0.000009357959,0.0032153253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899775,0.000043344142,0.00021909576,0.0002368025,0.00026099128,0.00024201044],"domain_scores_gemma":[0.99956274,0.00009175157,0.00006174646,0.00011133869,0.00009278204,0.000079633595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020046045,0.00011932876,0.000329176,0.00010827243,0.000027199916,0.000018967632,0.00003194939,0.000114041235,0.0001355454],"category_scores_gemma":[0.00028033424,0.00009368569,0.000013450117,0.00018764226,0.00004934631,0.000118349315,0.000028502656,0.00017034342,0.000028773396],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073300675,0.00010148047,0.9923409,0.000021463893,0.000012817473,0.000047737416,0.0009745847,1.2734014e-7,0.0016112961,0.000037127542,0.000887123,0.0038920168],"study_design_scores_gemma":[0.0035592236,0.00034056668,0.98883355,0.00043113486,0.00000321479,0.0000714837,0.00016701514,0.0010549413,0.005276968,0.00006775343,0.00006526704,0.00012890904],"about_ca_topic_score_codex":0.0008042151,"about_ca_topic_score_gemma":0.02590976,"teacher_disagreement_score":0.025105543,"about_ca_system_score_codex":0.00011359557,"about_ca_system_score_gemma":0.000044961584,"threshold_uncertainty_score":0.99186486},"labels":[],"label_agreement":null},{"id":"W3047502964","doi":"10.1016/j.clnu.2020.07.032","title":"Impact of nutritional status according to GLIM criteria on the risk of incident frailty and mortality in community-dwelling older adults","year":2020,"lang":"en","type":"article","venue":"Clinical Nutrition","topic":"Frailty in Older Adults","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España; European Regional Development Fund; Centro de Investigación Biomédica en Red Fragilidad y Envejecimiento Saludable; Manitoba Beekeepers' Association; Abbott Laboratories","keywords":"Medicine; Gerontology; Environmental health","score_opus":0.11027109543160823,"score_gpt":0.428622362908244,"score_spread":0.3183512674766358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047502964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99594206,0.00014025134,0.00013876542,0.002304875,0.00007445456,0.0009847298,0.0003302569,0.000021321463,0.00006327798],"genre_scores_gemma":[0.9975106,0.000600951,0.00078703807,0.00074487046,0.00019717962,0.000033402463,0.000108708395,0.000016297086,9.2189464e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974868,0.00071408885,0.0009992953,0.00025536618,0.00032679868,0.00021759358],"domain_scores_gemma":[0.99641806,0.0024501875,0.00026487123,0.00036820612,0.00022881337,0.00026984472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010560339,0.00015808936,0.0005681945,0.00008849483,0.00006888512,0.000012864906,0.00013777263,0.00015406038,0.00008918501],"category_scores_gemma":[0.003956874,0.000120965036,0.00023785344,0.00027903437,0.00019202966,0.00008637423,0.0001065068,0.0008925607,0.00000730502],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002731591,0.0025425719,0.9884933,0.000607745,0.00009758703,0.00000817765,0.0013467469,0.00001863785,0.001029057,0.000032005424,0.00090572855,0.0021868544],"study_design_scores_gemma":[0.00576142,0.0026053991,0.985156,0.0022960724,0.0000750797,0.0000032218884,0.0013689967,0.0010655713,0.0007756423,0.0007625953,0.000025668856,0.00010432387],"about_ca_topic_score_codex":0.0009443781,"about_ca_topic_score_gemma":0.000080785554,"teacher_disagreement_score":0.0033372887,"about_ca_system_score_codex":0.000072203824,"about_ca_system_score_gemma":0.00005568571,"threshold_uncertainty_score":0.4932811},"labels":[],"label_agreement":null},{"id":"W3047550207","doi":"10.1111/ajag.12829","title":"FRAIL scale: Predictive validity and diagnostic test accuracy","year":2020,"lang":"en","type":"article","venue":"Australasian Journal on Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Resthaven Incorporated","keywords":"Youden's J statistic; Receiver operating characteristic; Scale (ratio); Medicine; Predictive validity; Positive predicative value; Test (biology); Statistics; Gerontology; Predictive value; Internal medicine; Mathematics; Clinical psychology; Cartography","score_opus":0.0373176625226545,"score_gpt":0.29351089169299366,"score_spread":0.25619322917033915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047550207","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95867026,0.00010735008,0.0005444255,0.037423037,0.0002824779,0.0003366604,0.000023832301,0.000106037565,0.0025059355],"genre_scores_gemma":[0.9951933,0.0002260402,0.00070666516,0.002377022,0.0011659804,0.000004943119,0.00000578621,0.000037350466,0.0002829221],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998407,0.000076442804,0.00039234044,0.000307844,0.00043166746,0.00038467415],"domain_scores_gemma":[0.99659127,0.0020473062,0.00018744594,0.00016988452,0.00010010023,0.0009040007],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00018673553,0.00023578975,0.00034176465,0.000082535735,0.00019330494,0.000121257915,0.0001349926,0.000114112874,0.0003268829],"category_scores_gemma":[0.012803202,0.00020190197,0.000108112494,0.00021385585,0.000114852235,0.00029331705,0.000048092992,0.0012131529,0.00011856632],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045785707,0.00052360183,0.7985241,0.00035299067,0.00024668378,0.019303337,0.006151106,0.00017300395,0.00484365,0.000028565715,0.045725476,0.12366967],"study_design_scores_gemma":[0.003241197,0.0040307054,0.97275466,0.00138142,0.00026416357,0.0030396334,0.0005955907,0.0004951989,0.0021836644,0.00016358952,0.011553068,0.00029713943],"about_ca_topic_score_codex":0.000004035795,"about_ca_topic_score_gemma":0.0000021100543,"teacher_disagreement_score":0.17423058,"about_ca_system_score_codex":0.0000849436,"about_ca_system_score_gemma":0.000095791314,"threshold_uncertainty_score":0.99551237},"labels":[],"label_agreement":null},{"id":"W3047704376","doi":"10.1186/s13643-020-01423-5","title":"Indicators of home-based hospitalization model and strategies for its implementation: a systematic review of reviews","year":2020,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Frailty in Older Adults","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quebec Network for Research on Aging; Université Laval","funders":"Canadian Institutes of Health Research; Université Laval","keywords":"Medicine; Psychosocial; Nursing; Thematic analysis; Systematic review; Population; Qualitative research; MEDLINE; Environmental health","score_opus":0.0896057016500099,"score_gpt":0.4090353809963297,"score_spread":0.3194296793463198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047704376","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.418863e-7,0.8756476,0.004584203,0.000072988754,0.000098635544,0.11927867,0.00021120021,0.00003089671,0.00007566556],"genre_scores_gemma":[0.0000061011997,0.9716266,0.0028820666,0.00025468206,0.000050702303,0.024430815,0.0005228064,0.00011340753,0.00011285644],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9845258,0.002217868,0.011479675,0.0006897216,0.00077438896,0.0003125188],"domain_scores_gemma":[0.98380405,0.00075417396,0.013290909,0.0014631475,0.00045852765,0.00022921985],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.005859705,0.00100879,0.024098905,0.0004603627,0.000046972276,0.00003796709,0.00048575125,0.00027562777,0.00004480032],"category_scores_gemma":[0.005212133,0.0006006562,0.0022226672,0.0012655911,0.00008051438,0.00017997721,0.00006947663,0.00021710494,0.000039117753],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022330505,0.0000450541,5.146689e-7,0.9891531,0.0003969806,0.0000015985943,0.00025149426,2.5019781e-7,3.8796898e-7,0.0006067883,0.0018975111,0.0076440773],"study_design_scores_gemma":[0.00046808005,0.00027387973,6.527498e-8,0.90247697,0.023916908,0.00004126529,0.0000889156,0.00018066553,0.0000011062241,0.000022945454,0.07215532,0.00037389633],"about_ca_topic_score_codex":0.0000019458696,"about_ca_topic_score_gemma":0.000002163475,"teacher_disagreement_score":0.09597897,"about_ca_system_score_codex":0.0001907997,"about_ca_system_score_gemma":0.0010312746,"threshold_uncertainty_score":0.99964446},"labels":[],"label_agreement":null},{"id":"W3047968161","doi":"10.1016/j.bja.2020.07.003","title":"Frailty and long-term postoperative disability trajectories: a prospective multicentre cohort study","year":2020,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Dalhousie University; Ottawa Public Health; Ottawa Hospital; Montfort Hospital; University of Ottawa","funders":"Zimmer Biomet; Canadian Frailty Network; Ottawa Hospital; Corin Group; Sanofi; University of Ottawa; Medacta International; MicroPort; Ferring","keywords":"Medicine; Confidence interval; Prospective cohort study; Cohort; Cohort study; Physical therapy; Gerontology; Internal medicine","score_opus":0.018655683951618984,"score_gpt":0.2790742274928723,"score_spread":0.2604185435412533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3047968161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941144,0.001026411,0.000049640963,0.0032029483,0.000067379624,0.0014023494,0.000013484473,0.000031199626,0.00009219055],"genre_scores_gemma":[0.99845135,0.00027573245,0.00041645224,0.0005256612,0.00023455203,0.000010270985,0.0000036162207,0.000029218088,0.00005311766],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814785,0.0001674929,0.0005796866,0.0003433316,0.0005244529,0.00023719775],"domain_scores_gemma":[0.9986424,0.00006282967,0.00022801272,0.00015458485,0.00045231855,0.0004598762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030347297,0.00019967674,0.0006805066,0.000028866967,0.000114616945,0.00010365917,0.00013940007,0.00007728636,0.00010525158],"category_scores_gemma":[0.0007473761,0.00019520533,0.00013386009,0.00020607562,0.00026107288,0.00030601624,0.00003929766,0.00056306797,0.0000051503707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005416389,0.001005151,0.9613489,0.000056507844,0.00027270248,0.0044180057,0.0058709234,0.00000190961,0.000071640774,0.0000025965771,0.00031665372,0.02609335],"study_design_scores_gemma":[0.0046305275,0.0040850346,0.9835582,0.00031526128,0.00029994006,0.0039171944,0.0028030185,0.000023706158,0.000117319156,0.000008438931,0.000067291,0.00017409486],"about_ca_topic_score_codex":0.00020408448,"about_ca_topic_score_gemma":0.00046150346,"teacher_disagreement_score":0.025919255,"about_ca_system_score_codex":0.00015467676,"about_ca_system_score_gemma":0.00013064331,"threshold_uncertainty_score":0.7960242},"labels":[],"label_agreement":null},{"id":"W3048066686","doi":"10.2196/20834","title":"Remote Assessment of Functional Mobility and Strength in Older Cancer Survivors: Protocol for a Validity and Reliability Study","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Frailty in Older Adults","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; National Institutes of Health","keywords":"Psychological intervention; Quality of life (healthcare); Reliability (semiconductor); Test (biology); Medicine; Protocol (science); Physical therapy; Physical medicine and rehabilitation; Gerontology; Psychology; Nursing; Alternative medicine","score_opus":0.37419148397772845,"score_gpt":0.5886086552269438,"score_spread":0.2144171712492154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048066686","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15928318,4.2696436e-7,0.00012089642,0.0018123058,0.0000027558526,0.8385888,0.000047063044,0.000029949057,0.00011465067],"genre_scores_gemma":[0.109016344,2.1041662e-7,0.0010774729,0.000036026224,0.00009022001,0.88965577,0.0000050284816,0.000022330456,0.00009657464],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962932,0.0008003988,0.0006112255,0.00080704596,0.0010492342,0.0004389228],"domain_scores_gemma":[0.9975138,0.00078761723,0.000112651665,0.0005000067,0.00076560734,0.0003203603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035361752,0.00019624548,0.0005054594,0.00012343006,0.000096746364,0.00004300979,0.00013767403,0.00012216865,0.0001942727],"category_scores_gemma":[0.001422086,0.00015941245,0.000054476608,0.0004797,0.00033395566,0.00015438201,0.00029057323,0.0007287269,7.1022464e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004472671,0.0051300135,0.9690104,0.009855099,0.000025222824,0.000009549783,0.001230054,0.000013622272,0.0008791759,0.000016643437,0.0019072341,0.0074502835],"study_design_scores_gemma":[0.015378627,0.007786252,0.9595039,0.0014150665,0.0000049754285,0.000001881777,0.00048672326,0.005043089,0.0006002839,0.00025094693,0.009386454,0.0001418295],"about_ca_topic_score_codex":0.0009329645,"about_ca_topic_score_gemma":0.0007185299,"teacher_disagreement_score":0.051067017,"about_ca_system_score_codex":0.0002191839,"about_ca_system_score_gemma":0.0006903389,"threshold_uncertainty_score":0.6500651},"labels":[],"label_agreement":null},{"id":"W3048390112","doi":"10.1017/s071498082000032x","title":"La nécessité des approches interdisciplinaires et collaboratives pour évaluer l’impact de la COVID-19 sur les personnes âgées et le vieillissement: déclaration conjointe de l’ACG / CAG et de la RCV / CJA","year":2020,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Simon Fraser University; Université de Sherbrooke; Alberta Health Services; Université de Montréal; Conestoga College; Canadian Association on Gerontology; University of Waterloo; University of Guelph; York University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Humanities; Political science; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Philosophy; Medicine; Virology","score_opus":0.029162165613233707,"score_gpt":0.30686502984586916,"score_spread":0.27770286423263546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048390112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78264725,0.015070823,0.0044993395,0.19163755,0.00052405504,0.000696436,0.00058128167,0.00008349392,0.0042597577],"genre_scores_gemma":[0.9790218,0.003256158,0.0016912963,0.013206429,0.0010443866,0.00009161288,0.00012313327,0.00021754911,0.0013476678],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9885243,0.0070693535,0.0010541753,0.0008826847,0.00035534648,0.002114149],"domain_scores_gemma":[0.9884642,0.0028739062,0.0006722448,0.0004613205,0.00060864235,0.0069197277],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008478182,0.0009911655,0.001075619,0.0007701284,0.0013296204,0.0013726238,0.0007186637,0.0005592032,0.0005320003],"category_scores_gemma":[0.010076316,0.0010119913,0.00045630927,0.0008222784,0.0012944472,0.00073270296,0.00010976307,0.0025495866,0.000021404736],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00043679462,0.0005419623,0.07712256,0.00381876,0.0019136969,0.01592285,0.7267586,0.04783725,0.0076380037,0.023066318,0.08436986,0.010573345],"study_design_scores_gemma":[0.008960255,0.0017165012,0.11413446,0.0192455,0.0010600605,0.013858734,0.20747705,0.014772218,0.0028406733,0.0022622237,0.6112234,0.0024489008],"about_ca_topic_score_codex":0.12678558,"about_ca_topic_score_gemma":0.62220186,"teacher_disagreement_score":0.52685356,"about_ca_system_score_codex":0.009074052,"about_ca_system_score_gemma":0.020357296,"threshold_uncertainty_score":0.9999705},"labels":[],"label_agreement":null},{"id":"W3048459376","doi":"10.1245/s10434-020-08992-8","title":"Immediate and Long-Term Health Care Support Needs of Older Adults Undergoing Cancer Surgery: A Population-Based Analysis of Postoperative Homecare Utilization","year":2020,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bruyère; Sunnybrook Hospital; Health Sciences Centre; Ottawa Hospital; University of Manitoba; Sunnybrook Health Science Centre; University of Toronto","funders":"Institute of Health Services and Policy Research; Ontario Institute for Cancer Research","keywords":"Medicine; Receipt; Population; Surgical oncology; Cancer; Health care; Emergency medicine; Surgery; Internal medicine; Environmental health","score_opus":0.07494761586107565,"score_gpt":0.39139917428918103,"score_spread":0.31645155842810535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048459376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9611344,0.0025156308,0.000067978246,0.035396308,0.00006486737,0.00040166944,0.00031240916,0.000017939356,0.00008880261],"genre_scores_gemma":[0.992841,0.0030640315,0.000046642435,0.0024216464,0.00003694943,0.000015200397,0.0015448801,0.000017202185,0.00001241521],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980907,0.00020294011,0.000890746,0.00025371616,0.0003106625,0.0002512227],"domain_scores_gemma":[0.9973684,0.00081006245,0.0005998862,0.0001684179,0.0007857509,0.00026751467],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002143961,0.00017029367,0.0014398003,0.00048843335,0.00003240469,0.0000030358822,0.000063762374,0.0001743113,0.00035026952],"category_scores_gemma":[0.00014096523,0.00015199644,0.00027128824,0.0012891091,0.00014020233,0.000071014416,0.00003621405,0.00012835862,5.6833085e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001512729,0.00023790011,0.94066995,0.0013972953,0.00074339175,0.000051670097,0.010079586,0.00038378182,0.000042512682,0.000036585236,0.0007732273,0.04407138],"study_design_scores_gemma":[0.0029713872,0.0017917485,0.98851365,0.0005645283,0.0005424141,0.0000062822814,0.0022053358,0.00088814466,0.0018182679,0.0000016855712,0.0005380872,0.00015847127],"about_ca_topic_score_codex":0.001151083,"about_ca_topic_score_gemma":0.0015285402,"teacher_disagreement_score":0.04784371,"about_ca_system_score_codex":0.00007241525,"about_ca_system_score_gemma":0.0009125561,"threshold_uncertainty_score":0.6198235},"labels":[],"label_agreement":null},{"id":"W3048630068","doi":"10.1016/j.archger.2020.104224","title":"Potential value of electronic health records in capturing data on geriatric frailty for population health","year":2020,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Operationalization; Frailty Index; Gerontology; Medicine; Population; Population health; Geriatrics; Environmental health; Psychiatry","score_opus":0.046241658642559594,"score_gpt":0.3348562204961061,"score_spread":0.2886145618535465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048630068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95034546,0.00540192,0.014813879,0.027637053,0.00019495866,0.0012614568,0.00019751675,0.000033379278,0.000114357805],"genre_scores_gemma":[0.9870427,0.0013809951,0.009987147,0.0009600715,0.00015746188,0.000008063869,0.0004188747,0.000017556089,0.000027083443],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982695,0.00015359586,0.0006380291,0.0004161546,0.00012700984,0.000395693],"domain_scores_gemma":[0.99880356,0.00028751214,0.0003964405,0.0003493942,0.000017512966,0.00014560322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003246111,0.00014252173,0.00063191185,0.00019990408,0.000054531825,0.000002845805,0.00017879852,0.000082786086,0.0000052924165],"category_scores_gemma":[0.0002966843,0.0001413768,0.00006073433,0.00016992337,0.000065953755,0.00006532231,0.00009211824,0.00023951413,4.0227792e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014963425,0.0014503408,0.29257125,0.009972641,0.00045709606,0.00002314632,0.013862561,0.0024289698,0.0012739605,0.016098043,0.005732245,0.6411663],"study_design_scores_gemma":[0.006405698,0.006335664,0.9592875,0.00014827815,0.000080966434,0.000038018785,0.00022897542,0.022430653,0.000099942554,0.0030591772,0.0016664615,0.00021865874],"about_ca_topic_score_codex":0.0017651462,"about_ca_topic_score_gemma":0.00081519,"teacher_disagreement_score":0.6667163,"about_ca_system_score_codex":0.00003716294,"about_ca_system_score_gemma":0.00035413084,"threshold_uncertainty_score":0.5765179},"labels":[],"label_agreement":null},{"id":"W3048662957","doi":"10.1016/j.jgo.2020.07.004","title":"Utility of the modified frailty index in predicting toxicity and cancer outcomes for older adults with advanced pancreatic cancer receiving first-line palliative chemotherapy","year":2020,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CancerCare Manitoba; Research Institute in Oncology and Hematology; University of Manitoba","funders":"CancerCare Manitoba Foundation; Manitoba Medical Service Foundation; Celgene","keywords":"Medicine; FOLFIRINOX; Pancreatic cancer; Oxaliplatin; Irinotecan; Cancer; Population; Internal medicine; Retrospective cohort study; Chemotherapy; Palliative care; Cohort; Colorectal cancer","score_opus":0.030158770961590014,"score_gpt":0.3349194503882467,"score_spread":0.3047606794266567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048662957","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974966,0.0013581252,0.0013649468,0.020829998,0.00024975667,0.0011297704,0.000037357975,0.000009811146,0.000054259795],"genre_scores_gemma":[0.99509245,0.0018476336,0.00156546,0.0011001092,0.00027122098,0.000057603644,9.671295e-7,0.00002425526,0.00004027148],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826324,0.00010285365,0.000825512,0.000248754,0.0002947994,0.0002648481],"domain_scores_gemma":[0.997435,0.00076826353,0.0011006932,0.0001542152,0.00039457993,0.00014725051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033183812,0.00020298974,0.0010032845,0.00009102374,0.000058305242,0.0000057456054,0.00016459492,0.00017060345,0.00006858541],"category_scores_gemma":[0.0009708757,0.0001229979,0.00012920971,0.0004383308,0.00011301623,0.00011470513,0.000045404635,0.0004780889,6.640059e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068337163,0.00030067549,0.9254413,0.0005909616,0.0002623691,0.000010309313,0.0068250797,0.0008209086,0.00030235844,0.0000014863019,0.00016165107,0.058449134],"study_design_scores_gemma":[0.019447563,0.0014959559,0.96707016,0.0008174437,0.00022111711,0.000017717875,0.000694759,0.008807824,0.0010361805,0.000032367363,0.00024597973,0.0001129308],"about_ca_topic_score_codex":0.0003472033,"about_ca_topic_score_gemma":0.0016746122,"teacher_disagreement_score":0.058336202,"about_ca_system_score_codex":0.00024190819,"about_ca_system_score_gemma":0.0006359326,"threshold_uncertainty_score":0.5015708},"labels":[],"label_agreement":null},{"id":"W3048866639","doi":"10.5694/mja2.50720","title":"Development and validation of a frailty index based on Australian Aged Care Assessment Program data","year":2020,"lang":"en","type":"article","venue":"The Medical Journal of Australia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Hazard ratio; Aged care; Gerontology; Cohort; Index (typography); Receiver operating characteristic; Demography; National Death Index; Frailty Index; Proportional hazards model; Cohort study; Retrospective cohort study; Confidence interval; Internal medicine","score_opus":0.15112320168983354,"score_gpt":0.4102085998705919,"score_spread":0.2590853981807584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048866639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96312326,0.000022660273,0.00055869704,0.035498966,0.0001687483,0.00045601185,0.000018964143,0.000019340128,0.0001333379],"genre_scores_gemma":[0.9842438,0.000007822997,0.014753784,0.0005680944,0.00024898516,0.00000401993,0.000071537805,0.0000131303905,0.00008878673],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9971323,0.00013733938,0.00071165897,0.00018817445,0.0016264258,0.00020412687],"domain_scores_gemma":[0.9984478,0.00012502416,0.0003647492,0.00034916349,0.00017834296,0.0005349341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008651929,0.0001583633,0.00038761823,0.00006789951,0.00004896549,0.000023949566,0.0005020345,0.00013207254,0.00039916197],"category_scores_gemma":[0.00066503504,0.00009627096,0.00006099613,0.00019088743,0.00019316551,0.00008868363,0.000103960694,0.0008227205,0.000004808342],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004185579,0.0031237954,0.22548845,0.003905589,0.0017620139,0.0031117348,0.018046627,0.0006133092,0.0064687864,0.00011981985,0.097907655,0.6352666],"study_design_scores_gemma":[0.013095097,0.005122237,0.87951434,0.003487552,0.00074079033,0.000465022,0.0034345754,0.0031837476,0.023920646,0.00003070558,0.06659581,0.00040949995],"about_ca_topic_score_codex":0.000020690368,"about_ca_topic_score_gemma":0.000008080763,"teacher_disagreement_score":0.65402585,"about_ca_system_score_codex":0.00007403409,"about_ca_system_score_gemma":0.0006302286,"threshold_uncertainty_score":0.43705437},"labels":[],"label_agreement":null},{"id":"W3048956990","doi":"10.11909/j.issn.1671-5411.2020.07.001","title":"Measuring frailty in patients with severe aortic stenosis: a comparison of the edmonton frail scale with modified fried frailty assessment in patients undergoing transcatheter aortic valve replacement.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stenosis; Aortic valve replacement; Valve replacement; Aortic valve stenosis; Cardiology; Internal medicine; Surgery","score_opus":0.045115814356343556,"score_gpt":0.2557160574115895,"score_spread":0.21060024305524594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048956990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927661,0.000034259054,0.00021706127,0.0011381255,0.0000986079,0.004703945,0.000028359873,0.000066330234,0.0009472005],"genre_scores_gemma":[0.9979352,0.0000025347256,0.00040349035,0.0004188731,0.000026701617,0.0010347278,0.000047856927,0.000080756065,0.00004990518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955612,0.00022902596,0.0010612835,0.0007744344,0.0015619467,0.00081214047],"domain_scores_gemma":[0.9981071,0.00013407411,0.00047128895,0.0007415286,0.00022325275,0.00032276695],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031023126,0.0004557553,0.0009168588,0.00017238496,0.000087222536,0.000039181836,0.0003614552,0.00016864456,0.000022356993],"category_scores_gemma":[0.00018680522,0.00031537877,0.00020988598,0.000811481,0.00013437681,0.0002824258,0.000112313544,0.0007802083,0.0000023665104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002442035,0.0018669077,0.9815374,0.0004031476,0.00030492607,0.00000103547,0.0044545373,0.001081037,0.0000147159,0.0000026860814,0.000056041998,0.0078355335],"study_design_scores_gemma":[0.020799624,0.0010704137,0.97438914,0.0007444097,0.00030903213,4.152071e-7,0.0005898053,0.0012252585,0.00047978724,0.000013890308,0.000010764559,0.0003674416],"about_ca_topic_score_codex":0.00023109086,"about_ca_topic_score_gemma":0.0008056893,"teacher_disagreement_score":0.018357588,"about_ca_system_score_codex":0.0006101145,"about_ca_system_score_gemma":0.00021264465,"threshold_uncertainty_score":0.99992985},"labels":[],"label_agreement":null},{"id":"W3048999728","doi":"10.9789/2175-5361.rpcfo.v12.7486","title":"Frailty, sociodemografic profile and health evaluation of older adults in vulnerability","year":2020,"lang":"pt","type":"article","venue":"Revista de Pesquisa Cuidado é Fundamental Online","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social vulnerability; Gerontology; Humanities; Medicine; Psychiatry; Art","score_opus":0.08070450839876701,"score_gpt":0.3842460220203251,"score_spread":0.30354151362155807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048999728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93355274,0.029746091,0.000115764604,0.030096112,0.00019960117,0.0046926974,0.0014033609,0.00008019136,0.00011342599],"genre_scores_gemma":[0.9930393,0.00078872906,0.0010547494,0.002913653,0.0004946805,0.00009071641,0.001351739,0.000100276135,0.00016616544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99268854,0.0011893468,0.0021673176,0.0013014034,0.0016748942,0.00097853],"domain_scores_gemma":[0.9968302,0.00022850925,0.00085298327,0.0007060328,0.00045560705,0.000926661],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036441416,0.00068005297,0.0016656464,0.00022559638,0.00014395166,0.00008813134,0.00032934218,0.00036438563,0.0020655075],"category_scores_gemma":[0.0010690029,0.00070718705,0.0002893549,0.0009124286,0.00043636316,0.00023850222,0.00032243287,0.001104806,0.00005771526],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015314915,0.0067508947,0.6583226,0.020042185,0.00037921095,0.00004850789,0.032453816,0.00009077061,0.0017798434,0.00017979574,0.008138163,0.27028278],"study_design_scores_gemma":[0.018814031,0.003062545,0.8595449,0.009009098,0.00060983404,0.00006122224,0.008852707,0.09680192,0.00026618797,0.000034338,0.0021533668,0.000789886],"about_ca_topic_score_codex":0.001090533,"about_ca_topic_score_gemma":0.00056984945,"teacher_disagreement_score":0.26949286,"about_ca_system_score_codex":0.0017781996,"about_ca_system_score_gemma":0.0016390878,"threshold_uncertainty_score":0.99953794},"labels":[],"label_agreement":null},{"id":"W3049281838","doi":"10.1186/s12877-020-01695-5","title":"Physical frailty and its associated factors among elderly nursing home residents in China","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Fundamental Research Funds for Central Universities of the Central South University","keywords":"Medicine; Marital status; Gerontology; Multinomial logistic regression; Logistic regression; Odds ratio; Cross-sectional study; Activities of daily living; Rehabilitation; Odds; Physical therapy; Population; Environmental health","score_opus":0.03327799890153564,"score_gpt":0.2898259180765355,"score_spread":0.25654791917499986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049281838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976565,0.000262184,0.00006152888,0.00086723635,0.00019636918,0.00042905807,0.000023719695,0.00013079814,0.00037256605],"genre_scores_gemma":[0.9991642,0.00003254247,0.00015162732,0.00007646489,0.000274703,0.0000056634385,0.000046261666,0.00004143642,0.00020705974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840087,0.000087633955,0.00030147983,0.0004048577,0.00042903857,0.00037614498],"domain_scores_gemma":[0.99918276,0.00015513694,0.000126407,0.00016626043,0.000059705,0.00030974878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010720481,0.00022527728,0.00045545748,0.00012803904,0.000060107057,0.00004401125,0.00011796816,0.00017957555,0.000025378185],"category_scores_gemma":[0.0013873397,0.00021521997,0.000087401335,0.0007124236,0.000049018847,0.000182198,0.000055565375,0.00042144192,0.00002267496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010865391,0.0002929854,0.9872234,0.0001684567,0.0000293327,0.000055873017,0.007828817,0.00002638913,0.0016795233,0.000031838266,0.0014614334,0.0010933368],"study_design_scores_gemma":[0.0023378048,0.0003342161,0.9923495,0.00016001891,0.0000792398,0.0000032080832,0.00023724935,0.0033763878,0.00071789866,0.00016958118,0.000019629404,0.0002152483],"about_ca_topic_score_codex":0.00017150858,"about_ca_topic_score_gemma":0.00007863949,"teacher_disagreement_score":0.007591568,"about_ca_system_score_codex":0.00016038853,"about_ca_system_score_gemma":0.00009914809,"threshold_uncertainty_score":0.87764156},"labels":[],"label_agreement":null},{"id":"W3049521877","doi":"10.1016/j.exger.2020.111061","title":"Frailty status and cardiovascular disease risk profile in middle-aged and older females","year":2020,"lang":"en","type":"article","venue":"Experimental Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Children's Hospital Research Institute of Manitoba; University of Manitoba; Dalhousie University; St. Boniface Hospital","funders":"Canadian Pacific Kansas City; Canadian Institutes of Health Research","keywords":"Medicine; Framingham Risk Score; Blood pressure; Cohort; Diabetes mellitus; Internal medicine; Odds ratio; Cohort study; Disease; Depression (economics); Physical therapy; Endocrinology","score_opus":0.07416804540568317,"score_gpt":0.30761298728619807,"score_spread":0.2334449418805149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049521877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9465246,0.05116663,0.000039356713,0.0006957738,0.000089624984,0.0006809251,0.000032485535,0.00006213313,0.0007084446],"genre_scores_gemma":[0.9976515,0.00030804888,0.0010673526,0.0005300348,0.00009120569,0.00010567902,0.000038409285,0.000027657188,0.00018009283],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99848354,0.00014518059,0.00023220878,0.00057389116,0.0001888082,0.00037636224],"domain_scores_gemma":[0.99909884,0.000049020873,0.00004087014,0.00028805734,0.000013274414,0.00050992944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008204894,0.0002110729,0.00047754415,0.000049851304,0.000059015023,0.0000145327485,0.000053103777,0.00010145725,0.0002707666],"category_scores_gemma":[0.0001307956,0.000199307,0.000089600675,0.00007580916,0.0002569264,0.00009150605,0.00011959204,0.00023128043,0.000019472387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013570043,0.00045546493,0.9516968,0.00032937696,0.0005833353,0.0009549569,0.023382857,0.000009854451,0.009375457,0.00012384276,0.0011827083,0.010548329],"study_design_scores_gemma":[0.008114403,0.00060232735,0.9728518,0.00008550061,0.00016506511,0.000078661236,0.005307274,0.00053432776,0.0093437815,0.000024888137,0.0025621501,0.00032979748],"about_ca_topic_score_codex":0.00046312492,"about_ca_topic_score_gemma":0.000055601802,"teacher_disagreement_score":0.051126894,"about_ca_system_score_codex":0.00005517521,"about_ca_system_score_gemma":0.000045097593,"threshold_uncertainty_score":0.81275034},"labels":[],"label_agreement":null},{"id":"W3049718480","doi":"10.1111/opn.12337","title":"Nurses’ perceptions of their role in functional focused care in hospitalised older people: An integrated review","year":2020,"lang":"en","type":"review","venue":"International Journal of Older People Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"CINAHL; Nursing; MEDLINE; Health care; Function (biology); Psychological intervention; Perception; Medicine; Acute care; Psychology","score_opus":0.021570017692443884,"score_gpt":0.346895896332109,"score_spread":0.3253258786396651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3049718480","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028884008,0.98999524,0.00040027796,0.002290479,0.0024496869,0.0013844278,0.00022366554,0.00002981552,0.0003379777],"genre_scores_gemma":[0.033389915,0.9636291,0.0006965421,0.0002446794,0.0007723967,0.000055233046,0.001015627,0.00012692378,0.000069578135],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99465746,0.00042576648,0.0026574812,0.00053791417,0.0013432384,0.0003781596],"domain_scores_gemma":[0.9956791,0.00027935952,0.0015913238,0.00040084682,0.0017477365,0.000301654],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042554172,0.0006557469,0.0032039417,0.0014341106,0.00003705962,0.000061542814,0.0007915209,0.00038630844,0.0008388934],"category_scores_gemma":[0.00044227147,0.00053866435,0.0010620633,0.0012801988,0.000112077134,0.0005133647,0.000056674446,0.0016751151,0.000017634675],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015677442,0.0010212326,0.0030966073,0.007854168,0.00038089152,0.00017575995,0.018051777,0.000019948237,0.000012430869,0.00001625004,0.0017443508,0.9674698],"study_design_scores_gemma":[0.0068773474,0.0010926425,0.108192876,0.7231856,0.0022020142,0.004063836,0.011835109,0.0001834712,0.000012667891,0.00007040449,0.14130697,0.0009770521],"about_ca_topic_score_codex":0.00013145042,"about_ca_topic_score_gemma":0.0006036057,"teacher_disagreement_score":0.9664928,"about_ca_system_score_codex":0.002014961,"about_ca_system_score_gemma":0.0019255802,"threshold_uncertainty_score":0.9997065},"labels":[],"label_agreement":null},{"id":"W3077596302","doi":"10.1093/ageing/afaa144","title":"Frailty among middle-aged and older Canadians: population norms for the frailty index using the Canadian Longitudinal Study on Aging","year":2020,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lakehead University; Dalhousie University","funders":"Canadian Institutes of Health Research; Nova Scotia Health Research Foundation; Government of Canada","keywords":"Frailty Index; Normative; Medicine; Gerontology; Confidence interval; Demography; Population; Operationalization; Longitudinal study; Population ageing; Descriptive statistics; Statistics; Environmental health","score_opus":0.1163201418772287,"score_gpt":0.3177216059468216,"score_spread":0.2014014640695929,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3077596302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923912,0.00023627211,0.00055745675,0.005233712,0.000102483886,0.0013097507,0.000015142719,0.000027203678,0.00012674955],"genre_scores_gemma":[0.996429,0.00000632672,0.00007972911,0.0029467752,0.00032673148,0.00002962928,0.00001840408,0.000030519834,0.0001328834],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988011,0.000048281465,0.00021618886,0.00034514215,0.0002213415,0.00036791892],"domain_scores_gemma":[0.9991017,0.00022825296,0.000071174334,0.00024062663,0.000037651,0.00032057505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024218968,0.00019254988,0.00022573379,0.000077934536,0.0010186303,0.00017202135,0.0001082787,0.00007705234,0.000016029488],"category_scores_gemma":[0.00022551998,0.00012018295,0.00004748414,0.00019899412,0.000091770926,0.00014085342,0.0000401867,0.0003731683,7.8044275e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003480701,0.000022380802,0.9686504,0.00008368209,0.00015233207,0.0015338182,0.017013174,0.00019941677,0.000102950566,0.000025770358,0.00030557203,0.011875698],"study_design_scores_gemma":[0.0011485607,0.00013079745,0.9861182,0.00019866679,0.00016476311,0.000016630003,0.004311589,0.00737019,0.000011024438,0.000034761913,0.00034420358,0.00015058985],"about_ca_topic_score_codex":0.6821425,"about_ca_topic_score_gemma":0.91470736,"teacher_disagreement_score":0.23256485,"about_ca_system_score_codex":0.00011642449,"about_ca_system_score_gemma":0.00008667523,"threshold_uncertainty_score":0.7834584},"labels":[],"label_agreement":null},{"id":"W3080160107","doi":"10.4103/1319-2442.292310","title":"The Prevalence of Frailty and its Association with Cognitive Dysfunction among Elderly Patients on Maintenance Hemodialysis: A Cross-Sectional Study from South India","year":2020,"lang":"en","type":"article","venue":"Saudi Journal of Kidney Diseases and Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cross-sectional study; Observational study; Grip strength; Weakness; Cognition; Physical therapy; Hemodialysis; Dialysis; Gerontology; Internal medicine; Surgery; Psychiatry","score_opus":0.011403719586414946,"score_gpt":0.24637583147385295,"score_spread":0.234972111887438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080160107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974531,0.00020011052,0.000338089,0.00034139276,0.00009441436,0.00041029268,0.0011422395,0.000006983409,0.000013369916],"genre_scores_gemma":[0.9990454,0.0005010795,0.00001140435,0.00022275807,0.00009227634,0.00000835435,0.00007390378,0.000009385153,0.000035476616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986731,0.00009488198,0.00037303814,0.00017660388,0.00057686045,0.00010556144],"domain_scores_gemma":[0.99829787,0.00027225656,0.00056559086,0.000042912427,0.00052808685,0.00029330395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013477753,0.000117637486,0.0002022935,0.000049459646,0.00012675226,0.00005560974,0.000041106246,0.00004806493,0.00001019183],"category_scores_gemma":[0.0007717099,0.0000768362,0.000060092163,0.00011223137,0.000057265468,0.0003089631,0.0000046113832,0.00017858,6.643755e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0064693266,0.00023429799,0.98911613,0.00033630623,0.00041654866,0.00001716219,0.002557457,0.000014075759,0.00005931386,0.0000019323218,0.000031908865,0.0007455539],"study_design_scores_gemma":[0.008554019,0.0028841866,0.98568785,0.0006255156,0.0013778802,0.0000053594213,0.00044465362,0.00010350635,0.00021512501,0.000024907215,0.0000023609425,0.00007460816],"about_ca_topic_score_codex":0.00001978612,"about_ca_topic_score_gemma":0.000006102644,"teacher_disagreement_score":0.0034282394,"about_ca_system_score_codex":0.000039004462,"about_ca_system_score_gemma":0.00011919043,"threshold_uncertainty_score":0.31332892},"labels":[],"label_agreement":null},{"id":"W3080356266","doi":"10.1186/s12877-020-01715-4","title":"A cohort study investigating the relationship between patient reported outcome measures and pre-operative frailty in patients with operable, non-palliative colorectal cancer","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute for Health and Care Research; National Institute of Academic Anaesthesia","keywords":"Medicine; Observational study; Delirium; Quality of life (healthcare); Colorectal cancer; Perioperative; Prehabilitation; Population; Cohort; Geriatric oncology; Cancer; Physical therapy; Internal medicine; Intensive care medicine; Surgery","score_opus":0.10428381547894394,"score_gpt":0.3342329095392329,"score_spread":0.22994909406028896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080356266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938083,0.00007022612,0.00015725852,0.0006773301,0.000075925745,0.0050220797,0.000042645916,0.000050552408,0.00009562317],"genre_scores_gemma":[0.99770725,0.000003390258,0.0013415804,0.00030673633,0.00009781887,0.00041437973,0.000050935116,0.000038816313,0.000039080252],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973613,0.00027641712,0.00076981465,0.0005546736,0.00075645285,0.0002813236],"domain_scores_gemma":[0.99807703,0.0006952013,0.0003574479,0.0002677929,0.00037212422,0.00023042751],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042836714,0.00028211382,0.0005419667,0.00008693418,0.0002099292,0.00005872037,0.000118465134,0.000107417996,0.000010947541],"category_scores_gemma":[0.0045603765,0.00018393903,0.000039266237,0.0009155222,0.00011409887,0.00015754308,0.00011740884,0.00058499415,0.0000028284812],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026166122,0.00015363844,0.9786021,0.00006014953,0.0001313056,0.000008657987,0.02012399,0.000360606,0.000007300539,0.0000028680404,0.00009161992,0.00019607991],"study_design_scores_gemma":[0.0042955,0.0014105539,0.9917803,0.00008388385,0.00030278522,8.707061e-7,0.0014504394,0.00038657335,0.00004239133,0.0000095728365,0.000012617303,0.00022453842],"about_ca_topic_score_codex":0.0010076822,"about_ca_topic_score_gemma":0.0010511724,"teacher_disagreement_score":0.01867355,"about_ca_system_score_codex":0.00021304576,"about_ca_system_score_gemma":0.0003576883,"threshold_uncertainty_score":0.7500816},"labels":[],"label_agreement":null},{"id":"W3080963338","doi":"10.1111/jgs.16788","title":"Development of a Frailty Index from Routine Hospital Data in Perioperative and Critical Care","year":2020,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Australian and New Zealand College of Anaesthetists","keywords":"Medicine; Interquartile range; Confidence interval; Odds ratio; Intensive care unit; Emergency medicine; Perioperative; Prospective cohort study; Population; Quartile; Internal medicine; Surgery","score_opus":0.037038568189087843,"score_gpt":0.31952750860793244,"score_spread":0.2824889404188446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3080963338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98462707,0.0009063625,0.0010036429,0.013078479,0.0001295198,0.0001423539,0.00007995833,0.000005127673,0.00002751251],"genre_scores_gemma":[0.9414854,0.00013290976,0.05701346,0.0010845534,0.0002549281,9.836847e-7,0.000008302557,0.000014739185,0.0000047467142],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984958,0.00006613512,0.0005796923,0.00020617423,0.00048466134,0.0001675285],"domain_scores_gemma":[0.99862,0.00017140058,0.00045486572,0.00030387624,0.0002773475,0.00017255663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021839522,0.00013704902,0.0005355446,0.000025195877,0.000057714962,0.000020812275,0.0004066299,0.000049656996,0.000016258284],"category_scores_gemma":[0.0010990202,0.00009426768,0.00013366845,0.0004646932,0.00033198643,0.00012956359,0.0004760384,0.00052277924,6.855153e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047696824,0.0003645933,0.75193584,0.00027175053,0.0004318617,0.000053214757,0.21507074,0.00002959583,0.007870844,0.0000129044565,0.0038068353,0.019674841],"study_design_scores_gemma":[0.0030797545,0.0007273443,0.9161932,0.00016454828,0.00022280528,0.00003401659,0.07359046,0.0015823984,0.0011239037,0.000014552052,0.0030462842,0.0002207551],"about_ca_topic_score_codex":0.0001114815,"about_ca_topic_score_gemma":0.000014682698,"teacher_disagreement_score":0.16425733,"about_ca_system_score_codex":0.00014471216,"about_ca_system_score_gemma":0.0005977375,"threshold_uncertainty_score":0.38441244},"labels":[],"label_agreement":null},{"id":"W3081091074","doi":"10.1007/s12630-020-01797-z","title":"In reply: What is the appropriate definition for vulnerability to identify silent pre-frail patients?","year":2020,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Vulnerability (computing); Psychology; Medicine; History; Intensive care medicine; Computer science; Computer security","score_opus":0.025672380804396096,"score_gpt":0.26560144736302377,"score_spread":0.23992906655862767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081091074","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19283478,0.0010456543,0.000023522602,0.80275774,0.0014740154,0.0017176268,0.00007382499,0.000010975679,0.000061848936],"genre_scores_gemma":[0.10559163,0.00035601098,0.0011804837,0.8787447,0.011789551,0.00013491939,0.00022768248,0.0004026902,0.0015723235],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99305105,0.00051721063,0.0024369312,0.0007805863,0.0014597952,0.0017544087],"domain_scores_gemma":[0.9915837,0.0005033004,0.0016713418,0.00090821687,0.002207736,0.0031256971],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002053958,0.00088283274,0.001714015,0.0014354506,0.00059415674,0.0009846379,0.0014166276,0.00083751505,0.00036565546],"category_scores_gemma":[0.0018252528,0.00070040784,0.0010107683,0.0008716493,0.00032124235,0.0010125219,0.000029483725,0.005854764,0.000050587118],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033553943,0.000044349945,0.0013962331,0.00037399805,0.00018285116,0.25314203,0.0044339914,0.00003006947,0.0000037834775,0.000007854354,0.73695505,0.0030942473],"study_design_scores_gemma":[0.0021064775,0.0022206302,0.006540687,0.0019203178,0.00045855815,0.41880238,0.0005622241,0.000012674144,0.000027574823,0.0016124544,0.56513685,0.00059918675],"about_ca_topic_score_codex":0.009988627,"about_ca_topic_score_gemma":0.011343051,"teacher_disagreement_score":0.17181823,"about_ca_system_score_codex":0.0037861713,"about_ca_system_score_gemma":0.008279111,"threshold_uncertainty_score":0.9995447},"labels":[],"label_agreement":null},{"id":"W3081310922","doi":"10.1038/s41375-020-01026-y","title":"Revised 15-item MDS-specific frailty scale maintains prognostic potential","year":2020,"lang":"en","type":"letter","venue":"Leukemia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Université Laval; Royal Victoria Hospital; Research Institute in Oncology and Hematology; Royal Victoria Regional Health Centre; Vancouver General Hospital; Princess Margaret Cancer Centre; Centre hospitalier de l'Université Laval; Alberta Hospital Edmonton; University of British Columbia; St. Paul's Hospital; Dr. Georges-L.-Dumont University Hospital Centre; McGill University Health Centre; University of Ottawa; McMaster University; Queen Elizabeth II Health Sciences Centre; CancerCare Manitoba; University of Alberta Hospital; Health Sciences Centre; University Health Network; Jewish General Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Scale (ratio); Gerontology; Oncology; Medicine; Internal medicine; Geography; Cartography","score_opus":0.02503049695921051,"score_gpt":0.2541493104975626,"score_spread":0.22911881353835212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081310922","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0066833333,0.0014709865,0.001151584,0.97221667,0.0028106312,0.0033291075,0.00038456795,0.0011110151,0.010842117],"genre_scores_gemma":[0.015857887,0.00035327012,0.0035214152,0.9079416,0.03185331,0.00023555773,0.0054346723,0.0005196031,0.034282696],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99455464,0.00020338685,0.0010169941,0.0015428233,0.0014611466,0.0012209907],"domain_scores_gemma":[0.9969796,0.00032408308,0.00039320494,0.0015681215,0.00026955392,0.0004654137],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00014531882,0.0009793948,0.0014950631,0.00028840324,0.00017898646,0.00016368015,0.0007283217,0.0016493005,0.0021562034],"category_scores_gemma":[0.00048809545,0.00093390665,0.00069347734,0.0005598951,0.00034195292,0.0001222284,0.00028262884,0.005752481,0.004092375],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012399247,0.000036993137,0.00059175974,0.0014623326,0.000198803,0.012336692,0.00018427403,0.000004803042,0.0007172995,0.000008228511,0.97980493,0.004529918],"study_design_scores_gemma":[0.00291467,0.00038794635,0.0032107525,0.0017845699,0.0005579375,0.0007411953,0.00003611117,0.00037646783,0.0003078818,0.0001925489,0.98860365,0.000886254],"about_ca_topic_score_codex":0.000066452536,"about_ca_topic_score_gemma":0.000007806673,"teacher_disagreement_score":0.06427507,"about_ca_system_score_codex":0.0018757618,"about_ca_system_score_gemma":0.0010118039,"threshold_uncertainty_score":0.9996468},"labels":[],"label_agreement":null},{"id":"W3081584673","doi":"10.1097/phm.0000000000001577","title":"Understanding Variation in Postacute Care","year":2020,"lang":"en","type":"article","venue":"American Journal of Physical Medicine & Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Aging; National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality","keywords":"Rehabilitation; Intraclass correlation; Medicine; Referral; Service (business); Variance (accounting); Acute care; Physical therapy; Health care; Medical emergency; Nursing; Psychometrics","score_opus":0.03433758660438962,"score_gpt":0.3137255342447071,"score_spread":0.2793879476403175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081584673","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93408567,0.000078109224,0.005348231,0.059657067,0.00011366722,0.00026355247,0.0000021398596,0.000019249464,0.0004323256],"genre_scores_gemma":[0.9950142,0.0000022366132,0.0029855582,0.0012040315,0.0007648813,0.0000027229662,0.0000052418454,0.00001840129,0.000002751137],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983981,0.00014447466,0.0005282173,0.00017339112,0.0005945921,0.00016118241],"domain_scores_gemma":[0.9979345,0.000977325,0.00039443065,0.00011664107,0.0003331681,0.00024390625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021387845,0.00013092521,0.00057723396,0.00020724384,0.000022952998,0.0000051301395,0.00008211237,0.000023931061,0.00001885029],"category_scores_gemma":[0.0026806649,0.00010064457,0.00012262003,0.0007868133,0.00032989317,0.00018412304,0.000012818323,0.00035933242,0.00000566295],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003123294,0.0005919139,0.044631984,0.0007169545,0.00021788775,0.00017354377,0.4401539,0.0011557819,0.056989655,0.0045235627,0.0010417108,0.44667983],"study_design_scores_gemma":[0.011565318,0.3012287,0.4874279,0.0027177965,0.0005589099,0.000108735796,0.18355261,0.0059384173,0.00017862953,0.0053140153,0.0010123258,0.00039666088],"about_ca_topic_score_codex":0.00006437166,"about_ca_topic_score_gemma":0.000004737777,"teacher_disagreement_score":0.44628316,"about_ca_system_score_codex":0.0004667388,"about_ca_system_score_gemma":0.00012399182,"threshold_uncertainty_score":0.41041663},"labels":[],"label_agreement":null},{"id":"W3081594245","doi":"10.5770/cgj.23.408","title":"The Impact of Geriatric Emergency Management Nurses on the Care of Frail Older Patients in the Emergency Department: a Systematic Review","year":2020,"lang":"en","type":"review","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Canadian Frailty Network; University of Calgary","keywords":"Medicine; CINAHL; Emergency department; MEDLINE; Geriatrics; Geriatric care; Inclusion (mineral); Family medicine; Nursing; Psychological intervention; Psychiatry","score_opus":0.02333659681065821,"score_gpt":0.31731964618374014,"score_spread":0.29398304937308195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081594245","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009487981,0.9876845,0.0000014356815,0.00086016173,0.0013287268,0.008266626,0.00036410976,0.0000056753943,0.001393871],"genre_scores_gemma":[0.0009644001,0.9978719,0.000009082904,0.00010738189,0.0002855408,0.00034878348,0.00009449113,0.00007939134,0.00023905859],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.993538,0.0012059194,0.003058123,0.0003569501,0.0011437694,0.00069720566],"domain_scores_gemma":[0.9948282,0.0003290803,0.002531702,0.0012537008,0.00055485877,0.00050243665],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012989838,0.0006665395,0.002570617,0.00064405357,0.00030455712,0.00004254625,0.0015432934,0.00020559003,0.00038435898],"category_scores_gemma":[0.001350623,0.00028777716,0.0018934178,0.0026603113,0.000049164464,0.000054557728,0.00006504872,0.0011157698,0.000042716234],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014633253,0.00015235764,0.0004202194,0.7141902,0.001726053,0.0002451449,0.0014656483,0.0000025189563,7.856252e-9,0.000092571725,0.16151997,0.120170675],"study_design_scores_gemma":[0.0011702584,0.0009861406,0.0031403806,0.46451488,0.017839838,0.00044484442,0.0012875361,0.0000034958935,1.10133485e-7,0.000079094025,0.509734,0.0007994545],"about_ca_topic_score_codex":0.0020019282,"about_ca_topic_score_gemma":0.0036756955,"teacher_disagreement_score":0.348214,"about_ca_system_score_codex":0.0016299108,"about_ca_system_score_gemma":0.0018815486,"threshold_uncertainty_score":0.99995744},"labels":[],"label_agreement":null},{"id":"W3081599625","doi":"10.5770/cgj.23.398","title":"Interrater Reliability of the Clinical Frailty Scale by Geriatrician and Intensivist in Patients Admitted to the Intensive Care Unit","year":2020,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Alberta","funders":"Canadian Frailty Network","keywords":"Intensivist; Medicine; Inter-rater reliability; Intensive care unit; Scale (ratio); Reliability (semiconductor); Gerontology; Emergency medicine; Intensive care medicine; Rating scale; Statistics","score_opus":0.031082898417687955,"score_gpt":0.2897957905988685,"score_spread":0.25871289218118054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081599625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9387852,0.0002296902,0.000022509716,0.058976118,0.000994057,0.00064784096,0.00016612308,0.0000069345815,0.00017150417],"genre_scores_gemma":[0.9769832,0.000039879425,0.00011097254,0.022416288,0.00031361627,0.000004183407,0.00001761341,0.00002703099,0.00008724696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99781126,0.0002835387,0.0008487461,0.00032116688,0.00032598813,0.0004093113],"domain_scores_gemma":[0.99582803,0.00012822686,0.00023981549,0.00040958528,0.0022073998,0.0011869103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043262535,0.00019895127,0.00045026743,0.00016981328,0.00015041536,0.000057123772,0.00040657,0.00017191796,0.00005628653],"category_scores_gemma":[0.005333297,0.0001247851,0.00015648211,0.00085061596,0.00019013023,0.000075306554,0.00015952013,0.0011786522,0.000013392117],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000188562,0.000021305486,0.8917387,0.00003709057,0.000023905715,0.000019230254,0.005816072,0.0000072975645,0.00001734704,8.6108093e-7,0.09674013,0.005389503],"study_design_scores_gemma":[0.0019762304,0.00053196715,0.9428781,0.000103709746,0.00008770685,0.00003779381,0.0055097137,0.00006587836,0.000076877805,0.000017602071,0.048558593,0.00015580756],"about_ca_topic_score_codex":0.005096178,"about_ca_topic_score_gemma":0.033816535,"teacher_disagreement_score":0.05113942,"about_ca_system_score_codex":0.00031890036,"about_ca_system_score_gemma":0.00093522423,"threshold_uncertainty_score":0.9838138},"labels":[],"label_agreement":null},{"id":"W3081648241","doi":"10.1093/gerona/glaa212","title":"Maladaptive Changes Associated With Cardiac Aging Are Sex-Specific and Graded by Frailty and Inflammation in C57BL/6 Mice","year":2020,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada; Killam Trusts; Dalhousie University; Nova Scotia Health Research Foundation; National Health and Medical Research Council; Dalhousie Medical Research Foundation","keywords":"Ejection fraction; Internal medicine; Medicine; Inflammation; Endocrinology; Fibrosis; Eotaxin; Tumor necrosis factor alpha; Body mass index; Proinflammatory cytokine; Cardiology; Heart failure; Chemokine","score_opus":0.058127347811588216,"score_gpt":0.27678585788482607,"score_spread":0.21865851007323786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081648241","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9183142,0.009027232,0.000019792098,0.07216326,0.00003444351,0.00028897563,0.00002238934,0.000020723824,0.00010893594],"genre_scores_gemma":[0.9962699,0.002901868,0.00012757622,0.00038470828,0.00008102367,0.000010767937,0.000008948181,0.000016567099,0.00019866125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895954,0.00020701902,0.00025722233,0.00018069927,0.00017673832,0.00021877328],"domain_scores_gemma":[0.9991449,0.00021034153,0.00032203848,0.000116091054,0.000109813154,0.00009682943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031191678,0.00015464808,0.0005326345,0.000056671863,0.000076208045,0.00001926233,0.0000741661,0.00011020762,0.000020778381],"category_scores_gemma":[0.00020326293,0.00010715893,0.000023798148,0.00014313721,0.0003003739,0.0001673369,0.000048659283,0.0003400512,6.5797263e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00399919,0.00014369593,0.624329,0.00049734744,0.0016945929,0.00025505375,0.109669,0.000037241924,0.2220659,0.00020047133,0.011243869,0.025864692],"study_design_scores_gemma":[0.003979489,0.0015299846,0.9354001,0.0009649324,0.00022145922,0.00032358614,0.02479722,0.0001243762,0.028387664,0.00019934763,0.0037711493,0.00030068518],"about_ca_topic_score_codex":0.0000816851,"about_ca_topic_score_gemma":0.0008160676,"teacher_disagreement_score":0.31107116,"about_ca_system_score_codex":0.000039133116,"about_ca_system_score_gemma":0.000022059607,"threshold_uncertainty_score":0.43698144},"labels":[],"label_agreement":null},{"id":"W3081790010","doi":"10.5770/cgj.23.440","title":"A Debatable Top Ten Papers in Geriatric Medicine List","year":2020,"lang":"en","type":"review","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Geriatrics; Primary care; Medical education; Alternative medicine; Geriatric care; Older people; Gerontology; Family medicine; Nursing; Psychiatry","score_opus":0.030592756307444784,"score_gpt":0.29664233125244,"score_spread":0.2660495749449952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081790010","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000002067431,0.96712846,0.000009861463,0.0062589464,0.002027761,0.0010000698,0.00012388504,0.000039388236,0.02340957],"genre_scores_gemma":[0.000023545885,0.9880294,0.0005083493,0.0013395248,0.0053363247,0.00003866291,0.00021674014,0.00018716119,0.004320252],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952549,0.0002442909,0.0017970047,0.00069432263,0.0007141922,0.0012953405],"domain_scores_gemma":[0.99446523,0.0002643397,0.00071545166,0.00063305075,0.00020182347,0.0037200842],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008215127,0.00080749317,0.0034300385,0.003071442,0.00021264114,0.00013984872,0.0007217317,0.0007955347,0.0023386262],"category_scores_gemma":[0.0021778333,0.0006569863,0.00063998136,0.0035375175,0.00011589849,0.00011736353,0.00007342715,0.0030319195,0.00022887175],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000123187465,0.000019703344,0.00012458996,0.004981516,0.00018205347,0.009372822,0.00019274745,6.1212535e-7,2.7687105e-7,0.000038925584,0.099916935,0.8851575],"study_design_scores_gemma":[0.0014251781,0.0002049988,0.000058466456,0.008314527,0.0015701456,0.010503649,0.000073722265,0.000008799937,4.76266e-8,0.00003462671,0.97725403,0.00055178785],"about_ca_topic_score_codex":0.021052212,"about_ca_topic_score_gemma":0.040237047,"teacher_disagreement_score":0.8846057,"about_ca_system_score_codex":0.0040462934,"about_ca_system_score_gemma":0.012574019,"threshold_uncertainty_score":0.999777},"labels":[],"label_agreement":null},{"id":"W3081828321","doi":"10.5770/cgj.23.463","title":"Using the Clinical Frailty Scale in Allocating Scarce Health Care Resources","year":2020,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":886,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Scale (ratio); Triage; Clinical judgement; Health care; Gerontology; Judgement; Medical emergency; Intensive care medicine","score_opus":0.10272684900096127,"score_gpt":0.3679108934178658,"score_spread":0.2651840444169046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3081828321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88939744,0.005887563,0.00039982275,0.10211948,0.0007114059,0.00044018886,0.00003046946,0.000025374518,0.0009882484],"genre_scores_gemma":[0.9735805,0.00018590916,0.0052508316,0.018355343,0.0025289431,0.0000017145566,0.0000071442846,0.000039791787,0.000049835482],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976224,0.00029351132,0.0008008269,0.00027200914,0.00036888986,0.0006423755],"domain_scores_gemma":[0.9972483,0.00012364841,0.00025884682,0.00025476067,0.00019676612,0.0019176612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009688815,0.00016099824,0.00039301417,0.00021964854,0.00041475904,0.000116947,0.00032208808,0.00014181033,0.00007401771],"category_scores_gemma":[0.0009805644,0.00012978521,0.00015355629,0.000740957,0.00010282077,0.00008355095,0.000045507422,0.0014276158,0.00001563277],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023195408,0.00005687021,0.7283098,0.00033012137,0.00011904137,0.00131693,0.06870834,0.0015367933,0.000117737305,0.000019442297,0.06620602,0.13304693],"study_design_scores_gemma":[0.00913918,0.0013270852,0.43932232,0.0010566182,0.00026939722,0.0050122794,0.05654643,0.0129175745,0.00008153694,0.000105828454,0.47314715,0.0010745883],"about_ca_topic_score_codex":0.02180355,"about_ca_topic_score_gemma":0.12072672,"teacher_disagreement_score":0.40694112,"about_ca_system_score_codex":0.0009016763,"about_ca_system_score_gemma":0.004249219,"threshold_uncertainty_score":0.98471034},"labels":[],"label_agreement":null},{"id":"W3082148444","doi":"10.23889/ijpds.v5i1.1344","title":"Developing and validating a primary care EMR-based frailty definition using machine learning","year":2020,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Manitoba Health; University of British Columbia; University of Manitoba; Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Primary care; Medical record; Vulnerability (computing); Emergency medicine; Machine learning; Artificial intelligence; Internal medicine; Family medicine; Computer science","score_opus":0.24981096284793955,"score_gpt":0.41097682095276517,"score_spread":0.16116585810482562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082148444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7637393,0.00017461361,0.2292774,0.0054443763,0.0006844322,0.0002785146,0.0002313023,0.00005808715,0.000111984555],"genre_scores_gemma":[0.7980198,0.000015136057,0.19881858,0.0012752609,0.0002978236,0.0000017151312,0.0015545043,0.000012176129,0.0000049827686],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983171,0.000027553353,0.00035616083,0.0003393031,0.0007859785,0.00017388568],"domain_scores_gemma":[0.99874157,0.00009335619,0.00025822737,0.00013495648,0.000610222,0.00016168442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004755096,0.00010443197,0.00013503862,0.0001933981,0.00044033714,0.0002754831,0.00044488613,0.000034142533,0.000016860839],"category_scores_gemma":[0.0019789548,0.00009952765,0.000031585452,0.0002423172,0.00008202139,0.0012999023,0.00023991831,0.00023805142,0.0000020934376],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063994364,0.00006560786,0.80175906,0.00049669953,0.00011172306,0.00009240112,0.0020923198,0.007354925,0.077237174,0.002625605,0.00013310568,0.10739143],"study_design_scores_gemma":[0.00356912,0.00024067877,0.12477223,0.0010408005,0.000094193754,0.00070123863,0.00050709175,0.86030126,0.0034405333,0.000559157,0.0044097146,0.0003639813],"about_ca_topic_score_codex":0.000092619615,"about_ca_topic_score_gemma":0.000014492091,"teacher_disagreement_score":0.85294634,"about_ca_system_score_codex":0.00034412794,"about_ca_system_score_gemma":0.00041927714,"threshold_uncertainty_score":0.40586197},"labels":[],"label_agreement":null},{"id":"W3082288237","doi":"10.1136/bmjopen-2020-037476","title":"Identification and prevalence of frailty in diabetes mellitus and association with clinical outcomes: a systematic review protocol","year":2020,"lang":"en","type":"review","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Medical Research Council","keywords":"Medicine; Observational study; Diabetes mellitus; MEDLINE; Gerontology; Systematic review; Internal medicine","score_opus":0.15169037029322313,"score_gpt":0.501494671406659,"score_spread":0.3498043011134359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082288237","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003531301,0.55080795,0.0000021187777,0.00036821025,0.000016752658,0.44870183,0.000029834902,0.000009345146,0.00006044319],"genre_scores_gemma":[0.000002315812,0.65800256,0.0001738957,0.00013985152,0.000016799731,0.34092227,0.0000194068,0.000023157683,0.00069975463],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99524564,0.0010232691,0.0025314405,0.0005258169,0.0005133005,0.00016054271],"domain_scores_gemma":[0.99536616,0.0010757309,0.0026106855,0.00067833264,0.00015327932,0.00011579486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046407944,0.00029674213,0.0046570734,0.00007149724,0.000018465009,0.00006251358,0.00033106573,0.00023827566,0.000018236562],"category_scores_gemma":[0.008277628,0.00018615574,0.00015574969,0.00030667422,0.000056310375,0.00016127023,0.00025530552,0.00032833996,0.000017113909],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000133434705,0.00006770121,0.018602042,0.9518352,0.00026440414,0.000006960851,0.000042762334,3.0565728e-9,4.0404966e-8,0.0000050239746,0.0003304335,0.028832056],"study_design_scores_gemma":[0.0010785977,0.00025234534,0.0062432815,0.9625402,0.0040293587,0.000018570092,0.000007930609,0.0000070127558,3.467334e-7,0.000008176837,0.025609653,0.00020454657],"about_ca_topic_score_codex":0.000012437629,"about_ca_topic_score_gemma":0.000018676843,"teacher_disagreement_score":0.107779555,"about_ca_system_score_codex":0.00014117845,"about_ca_system_score_gemma":0.00040137622,"threshold_uncertainty_score":0.9909692},"labels":[],"label_agreement":null},{"id":"W3082306624","doi":"10.1016/j.bja.2020.07.049","title":"Frailty and outcomes from pneumonia in critical illness: a population-based cohort study","year":2020,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Health Research Council of New Zealand; Pfizer Canada; Cape Breton University; QEII Foundation; Canadian Institutes of Health Research; Alzheimer Society; Austin Medical Research Foundation; Roche","keywords":"Medicine; Pneumonia; Odds ratio; Severity of illness; Confidence interval; Cohort study; Internal medicine; Retrospective cohort study; Mechanical ventilation; Population","score_opus":0.027715139413033066,"score_gpt":0.30539460712768696,"score_spread":0.2776794677146539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082306624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865079,0.0006604299,0.00007901661,0.012266685,0.00007057657,0.00034252013,0.000013392693,0.000021004727,0.000038462644],"genre_scores_gemma":[0.99630576,0.0000633506,0.0012616703,0.002198021,0.00012276712,0.000005509552,0.000008296032,0.000026836848,0.000007768214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982163,0.00014260839,0.0006736224,0.00023929217,0.000530382,0.00019781964],"domain_scores_gemma":[0.99903923,0.00020053261,0.00014198235,0.00012703278,0.00015441474,0.00033681057],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029896636,0.00014747548,0.0006768255,0.000098876044,0.00005772341,0.00007889678,0.00012528735,0.00008406163,0.00010837351],"category_scores_gemma":[0.0015616443,0.00015445004,0.00010445624,0.00018244832,0.0000623838,0.0001762566,0.000020806974,0.00044993008,0.0000051906873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001110501,0.00037748922,0.96700925,0.00002351519,0.000055255205,0.006206337,0.00034576096,0.000014219535,0.000030692507,0.0000049858227,0.0002349187,0.025586518],"study_design_scores_gemma":[0.0032531663,0.00083969533,0.9936057,0.00038331127,0.00014736858,0.0005100904,0.00051215186,0.00035085357,0.000011427281,0.000092970506,0.00013926745,0.00015400446],"about_ca_topic_score_codex":0.0024464934,"about_ca_topic_score_gemma":0.0005386219,"teacher_disagreement_score":0.026596434,"about_ca_system_score_codex":0.000064024214,"about_ca_system_score_gemma":0.00010474877,"threshold_uncertainty_score":0.629829},"labels":[],"label_agreement":null},{"id":"W3082584683","doi":"10.1161/jaha.119.016003","title":"Predicting Risk of Atherosclerotic Cardiovascular Disease Using Pooled Cohort Equations in Older Adults With Frailty, Multimorbidity, and Competing Risks","year":2020,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Centre Hospitalier de l’Université de Montréal","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; Canadian Institutes of Health Research","keywords":"Medicine; Cohort; Cumulative incidence; Atherosclerotic cardiovascular disease; Framingham Risk Score; Incidence (geometry); Cohort study; Atherosclerosis Risk in Communities; Multimorbidity; Risk assessment; Disease; Internal medicine; Gerontology; Demography","score_opus":0.03549265366524469,"score_gpt":0.29014400871345647,"score_spread":0.2546513550482118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082584683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99645656,0.00022276316,0.001064007,0.0016551135,0.000065214575,0.0004988472,0.000019551875,0.000010997089,0.000006933502],"genre_scores_gemma":[0.9972997,0.000080933176,0.0021763959,0.00022410396,0.00018896585,0.0000030438468,0.0000016232043,0.000022031449,0.000003229568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978106,0.0005071242,0.0005262525,0.00015772143,0.0008191,0.00017919533],"domain_scores_gemma":[0.99769306,0.00050818647,0.0011049568,0.0001872496,0.00034008594,0.00016648512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011210169,0.0001221022,0.0006849054,0.00008011863,0.00009204051,0.000017796458,0.00008652911,0.000034899058,0.000004809217],"category_scores_gemma":[0.004396147,0.000089572386,0.00027679704,0.00045300336,0.000084762076,0.00012625211,0.00005528677,0.00044870432,5.9063046e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019972502,0.000081773105,0.9840543,0.00005302792,0.00069492264,0.000005357062,0.0014773771,0.011997723,0.0007682913,2.7145646e-7,0.000017147422,0.0006500588],"study_design_scores_gemma":[0.002326193,0.00020500603,0.92823416,0.00078043743,0.0013415115,0.000013675848,0.00074551284,0.0660955,0.00017038813,0.000003643985,0.0000076112533,0.00007637259],"about_ca_topic_score_codex":0.0015907661,"about_ca_topic_score_gemma":0.000040276787,"teacher_disagreement_score":0.05582018,"about_ca_system_score_codex":0.00029957682,"about_ca_system_score_gemma":0.00015632815,"threshold_uncertainty_score":0.5262916},"labels":[],"label_agreement":null},{"id":"W3082885611","doi":"10.1186/s12199-020-00884-3","title":"Association between physical function and long-term care in community-dwelling older and oldest people: the SONIC study","year":2020,"lang":"en","type":"article","venue":"Environmental Health and Preventive Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministry of Health, Labour and Welfare; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Gerontology; Association (psychology); Public health; Medicine; Environmental health; Term (time); Long-term care; Psychology; Psychiatry; Nursing","score_opus":0.019523707606752826,"score_gpt":0.303070824266703,"score_spread":0.2835471166599502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082885611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839433,0.0063231834,0.00006280953,0.008193239,0.00004761886,0.0013779164,0.000013714454,0.000014303986,0.00002394159],"genre_scores_gemma":[0.99722135,0.0009325414,0.000007209565,0.0012625079,0.00028554257,0.000027226337,0.00015537905,0.000015455309,0.00009278628],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985204,0.00048567355,0.0002588537,0.00024040802,0.00027636377,0.00021833437],"domain_scores_gemma":[0.99911284,0.00034518234,0.0001268969,0.00012795565,0.0000055863675,0.0002815356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004658301,0.00015980087,0.00039271195,0.000036516565,0.00025817577,0.000008216276,0.00004271544,0.000047978298,0.00002784219],"category_scores_gemma":[0.000060703802,0.0001152923,0.000018484994,0.000092401584,0.00012229724,0.00006816924,0.000091905255,0.0006246486,0.0000031066797],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092505594,0.00016357178,0.8970856,0.00037661652,0.000056721005,0.0000026383889,0.074324496,3.2983036e-7,0.000033025397,9.576139e-7,0.000046229994,0.027817294],"study_design_scores_gemma":[0.00446359,0.004418895,0.9627461,0.00032005034,0.0001835051,0.0000050439617,0.02762822,0.000045758155,0.0000065041177,0.000021986112,0.00008073115,0.00007965285],"about_ca_topic_score_codex":0.0002673943,"about_ca_topic_score_gemma":0.0003769228,"teacher_disagreement_score":0.06566045,"about_ca_system_score_codex":0.00020449804,"about_ca_system_score_gemma":0.000021658794,"threshold_uncertainty_score":0.47014835},"labels":[],"label_agreement":null},{"id":"W3082995606","doi":"10.1177/1474515120953739","title":"Can you see frailty? An exploratory study of the use of a patient photograph in the transcatheter aortic valve implantation programme","year":2020,"lang":"en","type":"article","venue":"European Journal of Cardiovascular Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; St. Paul's Hospital; University of British Columbia","funders":"Providence Health Care","keywords":"Medicine; Aortic valve; Exploratory research; Cardiology; Internal medicine","score_opus":0.06911519939245295,"score_gpt":0.26651822614510856,"score_spread":0.1974030267526556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082995606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969711,0.0010164456,0.00045288098,0.00044795428,0.00018950998,0.00086219807,0.0000052036385,0.000008818924,0.000045941066],"genre_scores_gemma":[0.9992942,0.000037356636,0.00032676355,0.0001803896,0.000114168,0.0000030795502,0.0000023825817,0.000041041676,5.765483e-7],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9950812,0.0027066746,0.00080000085,0.00018049708,0.0010253999,0.00020621515],"domain_scores_gemma":[0.9986301,0.000059478396,0.00038712128,0.000541281,0.00025188058,0.00013010878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014300825,0.00016911335,0.0005199559,0.00013852566,0.000048511458,0.000029176135,0.00028454693,0.000022625221,0.000002454914],"category_scores_gemma":[0.00018155962,0.00010115891,0.0013520558,0.0004969829,0.00012100922,0.00017934717,0.000016065784,0.00041560116,5.045332e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094177853,0.002357233,0.0115506,0.00020621296,0.004232345,0.00040197684,0.59465355,0.007124498,0.0037745535,0.0000014958795,0.00012143662,0.37463436],"study_design_scores_gemma":[0.025497312,0.022007316,0.6459803,0.0057971943,0.0149059305,0.0029735474,0.26732188,0.0006418728,0.008516633,0.000029745554,0.005563553,0.00076474686],"about_ca_topic_score_codex":0.00002505085,"about_ca_topic_score_gemma":0.000011529636,"teacher_disagreement_score":0.6344297,"about_ca_system_score_codex":0.00004327689,"about_ca_system_score_gemma":0.00006853762,"threshold_uncertainty_score":0.41251406},"labels":[],"label_agreement":null},{"id":"W3083025039","doi":"10.1038/s41598-020-71140-5","title":"Assessment of predictive validity and feasibility of Edmonton Frail Scale in identifying postoperative complications among elderly patients: a prospective observational study","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Prospective cohort study; Physical therapy; Cohen's kappa; Emergency medicine; Internal medicine","score_opus":0.1220451563932583,"score_gpt":0.37485369733001367,"score_spread":0.25280854093675537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083025039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99465847,0.00001667281,0.0003562269,0.0003914915,0.00032174244,0.003510037,0.000045858545,0.000026072545,0.0006734289],"genre_scores_gemma":[0.99837583,8.3477374e-7,0.0012720182,0.00002625997,0.000011736107,0.00011868868,0.00012043037,0.000010222706,0.0000639628],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99699754,0.00013961294,0.000957242,0.0008494968,0.0008927729,0.00016334977],"domain_scores_gemma":[0.99731845,0.00008913386,0.0005545836,0.00053589686,0.0013564129,0.00014553752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009808812,0.00014798644,0.0004400453,0.00013014591,0.0001274457,0.00004440337,0.00008613157,0.000054136628,0.000024917772],"category_scores_gemma":[0.00090666785,0.00013741852,0.00006721168,0.00073218846,0.00050232443,0.00036277206,0.00012723143,0.00020656701,4.217097e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042629712,0.0017175028,0.98603773,0.000095676514,0.00003490144,0.000012803833,0.0082200505,0.00004572789,0.0034177052,0.000011118756,0.00022031745,0.00014384776],"study_design_scores_gemma":[0.0012098975,0.0010526216,0.9917993,0.00015977991,0.000057376496,0.0000053137605,0.0023299837,0.0009703645,0.0017501997,0.000562569,0.000007991559,0.00009460872],"about_ca_topic_score_codex":0.000265023,"about_ca_topic_score_gemma":0.00046204793,"teacher_disagreement_score":0.0058900663,"about_ca_system_score_codex":0.00020269929,"about_ca_system_score_gemma":0.0003360646,"threshold_uncertainty_score":0.56037647},"labels":[],"label_agreement":null},{"id":"W3083288784","doi":"10.2196/19732","title":"Consumer-Grade Wearable Device for Predicting Frailty in Canadian Home Care Service Clients: Prospective Observational Proof-of-Concept Study","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Toronto; University of Waterloo","funders":"AGE-WELL","keywords":"Observational study; Service (business); Wearable technology; Wearable computer; Proof of concept; Gerontology; Computer science; Medicine; Psychology; Internet privacy; Business; Marketing; Embedded system; Internal medicine","score_opus":0.17132668330463854,"score_gpt":0.43511529313637554,"score_spread":0.263788609831737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083288784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96134555,0.0013076935,0.000096968564,0.03473773,0.00024086186,0.0019320006,0.00004284009,0.000009454567,0.00028690964],"genre_scores_gemma":[0.9975872,0.000017469109,0.00045465957,0.0011138947,0.000546548,0.00006785805,0.000018351955,0.00003082547,0.00016316604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942008,0.00034705878,0.0011004705,0.000345903,0.003319056,0.0006866981],"domain_scores_gemma":[0.9940277,0.0009752546,0.00025063413,0.00019959509,0.0031126002,0.0014342405],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0031236545,0.00016900577,0.00062623934,0.00041536344,0.00006266231,0.000043181273,0.0007785956,0.00024253763,0.0004945816],"category_scores_gemma":[0.0107159745,0.00013896763,0.000114945244,0.00096348533,0.00020105932,0.0002059193,0.00017752967,0.002198013,0.0000071532527],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009422249,0.0007705849,0.94883305,0.000842762,0.00033147237,0.0005411257,0.033708613,0.00005677768,0.0000622723,0.00004760763,0.007437509,0.006425978],"study_design_scores_gemma":[0.036501594,0.020513522,0.75866926,0.011498882,0.0002685078,0.00043087627,0.09227104,0.03983512,0.008115203,0.0003124705,0.030994175,0.00058938196],"about_ca_topic_score_codex":0.06680923,"about_ca_topic_score_gemma":0.15488578,"teacher_disagreement_score":0.19016384,"about_ca_system_score_codex":0.0008520182,"about_ca_system_score_gemma":0.0044553536,"threshold_uncertainty_score":0.9976172},"labels":[],"label_agreement":null},{"id":"W3083695053","doi":"","title":"Frailty, an Emerging Research and Clinical Paradigm: Issues and Controversies","year":2007,"lang":"en","type":"article","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Université de Montréal; University of Calgary; Jewish General Hospital","funders":"","keywords":"Gerontology; Foundation (evidence); Library science; Political science; Medicine; Law","score_opus":0.04364646291101904,"score_gpt":0.3220508626476926,"score_spread":0.2784043997366736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083695053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97073346,0.01108536,0.00015382426,0.0039677946,0.00023449976,0.00031204373,0.000008822599,0.000094200936,0.01341002],"genre_scores_gemma":[0.9840528,0.0011199579,0.001035277,0.00025336348,0.00030853442,0.000001922139,0.000018417742,0.000016195016,0.013193528],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980421,0.00011036455,0.00031220584,0.00048950076,0.0005929021,0.00045293776],"domain_scores_gemma":[0.9982203,0.00054096646,0.000081316015,0.00032839912,0.0002247095,0.000604273],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010052233,0.00017880884,0.00031045685,0.000267304,0.0026449356,0.00004377814,0.0001319397,0.0002132963,0.000021110387],"category_scores_gemma":[0.00030303118,0.00018540201,0.00007310956,0.00021094545,0.0010472345,0.00035192765,0.00022034289,0.0004751161,0.000015134324],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030264058,0.0005745069,0.8994929,0.00011335297,0.00042330963,0.006624518,0.015354017,0.000012312178,0.006547757,0.033145323,0.0039878306,0.03069775],"study_design_scores_gemma":[0.0046619507,0.0012640491,0.8043255,0.00019317663,0.0001747438,0.0030085735,0.021052342,0.0006854011,0.0028236422,0.0014044743,0.1600596,0.0003464997],"about_ca_topic_score_codex":0.013695628,"about_ca_topic_score_gemma":0.0037504013,"teacher_disagreement_score":0.15607177,"about_ca_system_score_codex":0.00091240264,"about_ca_system_score_gemma":0.0003191379,"threshold_uncertainty_score":0.9986535},"labels":[],"label_agreement":null},{"id":"W3084854617","doi":"10.1016/j.ejso.2020.09.009","title":"Association of frailty with long-term homecare utilization in older adults following cancer surgery: Retrospective population-based cohort study","year":2020,"lang":"en","type":"article","venue":"European Journal of Surgical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Manitoba; Sunnybrook Hospital; Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; University of Toronto; St. Michael's Hospital","funders":"Institute of Cancer Research; Institute of Chemical and Engineering Sciences; Ontario Ministry of Health and Long-Term Care; Health Research","keywords":"Medicine; Hazard ratio; Receipt; Cohort study; Cohort; Retrospective cohort study; Proportional hazards model; Population; Cancer; Gerontology; Incidence (geometry); Confidence interval; Internal medicine; Environmental health","score_opus":0.033756844910566415,"score_gpt":0.3183910648811517,"score_spread":0.2846342199705853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3084854617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947955,0.00016629437,0.00012173999,0.0034146032,0.00029096095,0.0006120909,0.000011599164,0.000019812256,0.00056739105],"genre_scores_gemma":[0.9992012,0.00007438211,0.00008945494,0.0002174604,0.0002751622,0.0000052461437,0.00004720085,0.000039354934,0.000050587092],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967419,0.0009971141,0.0010244761,0.00026587362,0.0007439823,0.00022667997],"domain_scores_gemma":[0.9975049,0.0004948617,0.001095623,0.00012635029,0.0005753227,0.00020292809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014217687,0.00017523578,0.0009961561,0.00021059107,0.000034610366,0.000010760239,0.00011119351,0.00007911748,0.00014361844],"category_scores_gemma":[0.0005523002,0.00013949568,0.0002062247,0.0005984964,0.000028034578,0.00013462937,0.000025911802,0.0005039846,0.000006510736],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019923213,0.00073316426,0.98464006,0.00005879867,0.00030831518,0.0041683596,0.0010301328,0.00031123296,0.000012866983,7.634247e-7,0.0003584529,0.006385547],"study_design_scores_gemma":[0.010411029,0.0022175172,0.98560476,0.00067145255,0.00029573377,0.000031924865,0.00023018406,0.00013569159,0.000033375756,4.4745278e-7,0.00024438676,0.00012348357],"about_ca_topic_score_codex":0.00009956399,"about_ca_topic_score_gemma":0.00029206875,"teacher_disagreement_score":0.008418707,"about_ca_system_score_codex":0.0008822659,"about_ca_system_score_gemma":0.00030753174,"threshold_uncertainty_score":0.5688469},"labels":[],"label_agreement":null},{"id":"W3085244768","doi":"10.1016/j.cjco.2020.09.009","title":"The Impact of Preoperative Frailty on the Clinical and Cost Outcomes of Adult Cardiac Surgery in Alberta, Canada: A Cohort Study","year":2020,"lang":"en","type":"article","venue":"CJC Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of Calgary; Alberta Health; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Health; University of Alberta","keywords":"Medicine; Cohort; Cardiac surgery; Gerontology; Cohort study; General surgery; Intensive care medicine; Emergency medicine; Surgery; Internal medicine","score_opus":0.06460573855538149,"score_gpt":0.3763193458909842,"score_spread":0.3117136073356027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085244768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810375,0.000031458272,1.8491403e-7,0.012690516,0.000094311006,0.0036226858,0.00007537566,0.0000024544952,0.0024455173],"genre_scores_gemma":[0.9985202,0.00004746815,0.0000041793323,0.0008197142,0.00003122199,0.00010699248,0.0000088006145,0.000013279985,0.000448145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982704,0.0004357649,0.0005838837,0.00024521112,0.0002972547,0.0001675019],"domain_scores_gemma":[0.9942713,0.0048447605,0.00014698149,0.00044941175,0.00015650761,0.00013108639],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085452606,0.0001426781,0.0009938333,0.00001573814,0.000052685107,0.000021918906,0.00028177907,0.000045301746,0.000044245826],"category_scores_gemma":[0.005564072,0.00006664616,0.00012131802,0.00016567529,0.00017497937,0.000049557944,0.00020552592,0.00027736736,0.000002803833],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037857052,0.00016005967,0.96253,0.0000086489845,0.00057463296,0.00001100873,0.0014978293,0.000004983617,0.0000028245145,0.000026092624,0.03381817,0.0009871619],"study_design_scores_gemma":[0.00096714695,0.0005084822,0.9962004,0.000062323656,0.00007011989,8.9481597e-7,0.001665456,0.000073495125,0.00008014695,0.0000043227483,0.000299283,0.0000679692],"about_ca_topic_score_codex":0.79375356,"about_ca_topic_score_gemma":0.6647168,"teacher_disagreement_score":0.12903678,"about_ca_system_score_codex":0.00006808561,"about_ca_system_score_gemma":0.0011089573,"threshold_uncertainty_score":0.66611165},"labels":[],"label_agreement":null},{"id":"W3085704588","doi":"10.1016/j.jamda.2020.07.020","title":"A Case-Control Study of the Sub-Acute Care for Frail Elderly (SAFE) Unit on Hospital Readmission, Emergency Department Visits and Continuity of Post-Discharge Care","year":2020,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Institute for Clinical Evaluative Sciences; Veterans Affairs Canada; Bruyère; University of Ottawa","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Interquartile range; Emergency department; Acute care; Emergency medicine; Health care; Odds ratio; Medical emergency; Transitional care; Population; Nursing; Internal medicine","score_opus":0.008366933699460252,"score_gpt":0.28094897284625403,"score_spread":0.2725820391467938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085704588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98612016,0.00030468142,0.000022331744,0.011668134,0.00048511833,0.001100624,0.00026477096,0.000008891155,0.00002527027],"genre_scores_gemma":[0.99901396,0.00007826135,0.000037283797,0.0005271461,0.00026397713,0.000011538593,0.0000053086624,0.00002107436,0.000041430198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969868,0.00042601742,0.0008041374,0.0001776548,0.0013980825,0.00020728761],"domain_scores_gemma":[0.9957182,0.0004250734,0.0021394328,0.0002114137,0.0011897656,0.000316125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046221496,0.00017642182,0.0007637353,0.000053667853,0.0001240385,0.000007407797,0.00024126838,0.00008641321,0.000036373312],"category_scores_gemma":[0.0073308707,0.00009925935,0.00032236532,0.0003323107,0.00006976586,0.000054348475,0.00006242039,0.00042455824,3.714245e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001099676,0.0007092215,0.9271406,0.00017017068,0.0013820976,0.00007892895,0.0283715,0.0000063695297,0.0028439336,0.0000030958397,0.004093494,0.034100898],"study_design_scores_gemma":[0.005120353,0.010508543,0.96551114,0.0002932742,0.0014065778,0.000050094473,0.014289623,0.00005516474,0.0021415972,0.0000052413266,0.00049169245,0.00012671422],"about_ca_topic_score_codex":0.00026843106,"about_ca_topic_score_gemma":0.00025831006,"teacher_disagreement_score":0.03837051,"about_ca_system_score_codex":0.0002499622,"about_ca_system_score_gemma":0.0002856098,"threshold_uncertainty_score":0.87762666},"labels":[],"label_agreement":null},{"id":"W3085866034","doi":"10.1017/s0714980820000276","title":"Understanding Aging, Frailty, and Resilience in Ontario First Nations","year":2020,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Laurentian University; Queen's University","funders":"","keywords":"Resilience (materials science); Gerontology; Aging in place; Successful aging; Political science; Psychology; Medicine","score_opus":0.04626412934656685,"score_gpt":0.24248059239211886,"score_spread":0.19621646304555201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085866034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8406847,0.0004145949,0.0004179169,0.1457511,0.000544332,0.00048713328,0.000024168463,0.000028856262,0.0116472],"genre_scores_gemma":[0.9943866,0.00011689379,0.00028285562,0.003982646,0.00020587679,0.000011310673,0.000013998563,0.000038490798,0.0009613346],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980752,0.00006173714,0.00050860824,0.00041935244,0.0001559335,0.000779186],"domain_scores_gemma":[0.99652463,0.00018957195,0.00014812693,0.00022480762,0.00010047536,0.0028124023],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045116598,0.00025744518,0.0003675907,0.0007087928,0.0005924469,0.00018107756,0.00021665124,0.000089408095,0.00047920793],"category_scores_gemma":[0.00088571757,0.00027459685,0.00007564425,0.00050460856,0.0001253032,0.00017241854,0.000025381545,0.00090789655,0.000013139424],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060273498,0.00007262178,0.8381678,0.0004862725,0.00020050569,0.016855938,0.09445039,0.0035691564,0.00013147702,0.017798414,0.026055649,0.0021514958],"study_design_scores_gemma":[0.0035462764,0.0007023476,0.32543725,0.005136901,0.0001157278,0.0030025637,0.007396105,0.0020885128,0.00005211761,0.00056144054,0.6511721,0.00078867946],"about_ca_topic_score_codex":0.35434234,"about_ca_topic_score_gemma":0.9981909,"teacher_disagreement_score":0.64384854,"about_ca_system_score_codex":0.005739551,"about_ca_system_score_gemma":0.0016456629,"threshold_uncertainty_score":0.9999706},"labels":[],"label_agreement":null},{"id":"W3086293387","doi":"10.1177/1084822320954394","title":"Case Management Models and Continuing Care: A Literature Review across nations, settings, approaches, and assessments","year":2020,"lang":"en","type":"review","venue":"Home Health Care Management & Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"CINAHL; Medicine; Nursing; Case management; Health care; MEDLINE; Patient satisfaction; Acute care; Psychological intervention","score_opus":0.0629496796567134,"score_gpt":0.42162844082611506,"score_spread":0.35867876116940167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086293387","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.920886e-7,0.97426206,0.00036666074,0.006639406,0.00025234767,0.009017199,0.00029003873,0.00017093749,0.009000861],"genre_scores_gemma":[0.000031387164,0.9650797,0.024474142,0.006353268,0.00016907319,0.0012842385,0.0018212761,0.0001543534,0.0006325464],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947799,0.000723704,0.0013198009,0.00153224,0.0008830481,0.000761311],"domain_scores_gemma":[0.9965895,0.00031417434,0.0012970408,0.0009759902,0.00027904866,0.00054426625],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012396917,0.0008418093,0.0022721482,0.0003459926,0.0004789391,0.0004453841,0.00024351027,0.0002743958,0.000008771945],"category_scores_gemma":[0.00020535079,0.00080650055,0.00024809645,0.0011859146,0.000072071394,0.00072666456,0.000972193,0.0012916321,0.000018027287],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017081125,0.000038474445,2.9978662e-7,0.4322311,0.00047498802,0.008287255,0.003360446,2.0920018e-7,2.461954e-10,0.00093786477,0.004622819,0.55002946],"study_design_scores_gemma":[0.00092731294,0.00018314597,0.0000011933545,0.20258723,0.0044345967,0.008375422,0.013720078,0.000022988563,4.268124e-9,0.0000050753015,0.76931185,0.00043110002],"about_ca_topic_score_codex":0.000026515541,"about_ca_topic_score_gemma":0.000017323102,"teacher_disagreement_score":0.764689,"about_ca_system_score_codex":0.0007723431,"about_ca_system_score_gemma":0.00015954257,"threshold_uncertainty_score":0.9994386},"labels":[],"label_agreement":null},{"id":"W3086626538","doi":"10.5114/reum.2020.98433","title":"Modified frailty index as a predictor of the long-term functional result in patients undergoing primary total hip arthroplasty","year":2020,"lang":"en","type":"article","venue":"Reumatologia/Rheumatology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; WOMAC; Osteoarthritis; Arthroplasty; Internal medicine; Observational study; Total hip arthroplasty; Life expectancy; Physical therapy; Frailty Index; Surgery; Population","score_opus":0.024398719930966713,"score_gpt":0.2462051664276015,"score_spread":0.2218064464966348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086626538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99241906,0.0002066984,0.00032683436,0.0037457456,0.0008810895,0.0010690439,0.00004664094,0.00017322978,0.0011316562],"genre_scores_gemma":[0.99871397,0.00009393326,0.0001310293,0.0006181506,0.000020778025,0.00005688326,0.000147159,0.00005277582,0.00016532092],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961691,0.00032689358,0.001327817,0.0007742674,0.00073644484,0.00066548534],"domain_scores_gemma":[0.9974439,0.0007319418,0.000582207,0.0007413691,0.00023058012,0.00026999184],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019383106,0.00042869014,0.0012062144,0.00019236161,0.00011833869,0.00001600759,0.0003552534,0.00060880726,0.0002530461],"category_scores_gemma":[0.0031793483,0.00033186428,0.00024909092,0.00058490864,0.0005908644,0.00016746721,0.00046587392,0.00092035,0.00011667405],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019426373,0.00047748847,0.99186707,0.0009490827,0.00018907852,0.000052117153,0.0006106738,0.0002547687,0.000111374095,0.00069519127,0.0021650929,0.0006854512],"study_design_scores_gemma":[0.010953498,0.00066866825,0.9852443,0.0007406022,0.000051912783,0.0007514721,0.000098721874,0.0006653188,0.0002915561,0.00021551631,0.00003500697,0.0002834729],"about_ca_topic_score_codex":0.00011731248,"about_ca_topic_score_gemma":0.000100959165,"teacher_disagreement_score":0.009010861,"about_ca_system_score_codex":0.00022199847,"about_ca_system_score_gemma":0.0007955182,"threshold_uncertainty_score":0.99991333},"labels":[],"label_agreement":null},{"id":"W3086701089","doi":"10.1101/2020.09.14.20193961","title":"Early-life socioeconomic position and the accumulation of health-related deficits by midlife in the 1958 British birth cohort study","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Medical Research Council","keywords":"Socioeconomic status; Medicine; Hazard ratio; Cohort; Demography; Life course approach; Gerontology; Cohort study; Population; Confidence interval; Psychology; Environmental health; Internal medicine; Developmental psychology","score_opus":0.04055295003200583,"score_gpt":0.31195306201241396,"score_spread":0.27140011198040814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086701089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9687387,0.0025813943,0.00005287336,0.023464616,0.00020892142,0.004667708,0.00007932451,0.000053870397,0.00015262201],"genre_scores_gemma":[0.9971834,0.00048455928,0.00003093847,0.0016863401,0.00007400931,0.00020097733,0.00023681342,0.000042215925,0.000060747483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966009,0.0009955751,0.001157592,0.0005726082,0.00042859052,0.00024472072],"domain_scores_gemma":[0.99823457,0.0004063763,0.0006260698,0.000549007,0.00008182431,0.00010213872],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019748798,0.00024298835,0.000937197,0.00008606347,0.00010600448,0.000073724674,0.0002980639,0.00022540893,0.00004401101],"category_scores_gemma":[0.00035262722,0.00019852984,0.00012478493,0.00014185792,0.00022195086,0.000057452173,0.00021250696,0.0009917017,0.000019168363],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020721726,0.0002743407,0.9868547,0.000336866,0.0003213408,0.000018964252,0.00911507,0.000103059,0.000045484056,0.000027919066,0.0012833517,0.0014117152],"study_design_scores_gemma":[0.004409474,0.00023601428,0.9921493,0.00030501545,0.00018163321,0.000029978355,0.0007011746,0.0013761013,0.000008276317,0.00041835246,0.00003725317,0.00014744228],"about_ca_topic_score_codex":0.007724793,"about_ca_topic_score_gemma":0.00054270483,"teacher_disagreement_score":0.02844473,"about_ca_system_score_codex":0.0001285816,"about_ca_system_score_gemma":0.00022025935,"threshold_uncertainty_score":0.99888283},"labels":[],"label_agreement":null},{"id":"W3086963744","doi":"10.1093/ageing/afaa202","title":"Rationing care in COVID-19: if we must do it, can we do better?","year":2020,"lang":"en","type":"editorial","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Canadian Frailty Network; Nova Scotia Health Research Foundation","keywords":"Rationing; Coronavirus disease 2019 (COVID-19); Medicine; Pandemic; Scarcity; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Intensive care medicine; Health care rationing; Actuarial science; Face (sociological concept); Health care; Economic growth; Disease; Economics; Virology; Pathology","score_opus":0.016373570037691177,"score_gpt":0.29386393810063816,"score_spread":0.27749036806294697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3086963744","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01014134,0.025049452,0.00055254344,0.08350463,0.87173,0.0022174253,0.0005070569,0.00045671314,0.0058407835],"genre_scores_gemma":[0.12296,0.004340194,0.00058507634,0.004965579,0.863995,0.00007603988,0.0018951488,0.00013053133,0.0010524151],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99789494,0.00008359896,0.00042620668,0.0006401209,0.0005948657,0.0003602718],"domain_scores_gemma":[0.99849033,0.00058959145,0.00015015488,0.0003204578,0.000078763354,0.0003707216],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014775236,0.0003542859,0.00062148407,0.00019730469,0.00016719277,0.0002353222,0.00017803523,0.000550634,0.000098756725],"category_scores_gemma":[0.0019377449,0.000346491,0.00009416729,0.00026516384,0.00006893537,0.00016820745,0.00015325582,0.0013130532,0.000014578489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053880394,0.000013029103,0.0001510827,0.0020961727,0.000057564925,0.039011925,0.029834323,0.000014006374,0.00009705384,0.0000067887663,0.8888382,0.039826017],"study_design_scores_gemma":[0.0023633738,0.00015433389,0.00013447895,0.00416613,0.00013680106,0.000012745534,0.004600902,0.000021830301,0.000018929595,0.00011105214,0.9879355,0.0003439504],"about_ca_topic_score_codex":0.0010818137,"about_ca_topic_score_gemma":0.002567641,"teacher_disagreement_score":0.11281866,"about_ca_system_score_codex":0.00033887778,"about_ca_system_score_gemma":0.00058738934,"threshold_uncertainty_score":0.99989873},"labels":[],"label_agreement":null},{"id":"W3087188364","doi":"10.1007/s41999-020-00401-3","title":"Point-of-care ultrasound measures of muscle and frailty measures","year":2020,"lang":"en","type":"article","venue":"European Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Sarcopenia; Frailty syndrome; Frailty Index; Ambulatory; Physical therapy; Gerontology; Stressor; Internal medicine; Psychiatry","score_opus":0.05153717920465446,"score_gpt":0.2673396415697172,"score_spread":0.21580246236506273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087188364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87291366,0.026660359,0.0018359757,0.010723282,0.0005978932,0.0011849005,0.000060368482,0.0002564674,0.08576712],"genre_scores_gemma":[0.9955873,0.00088332134,0.0011871831,0.0010220687,0.0009590816,0.0000023030289,0.000035817528,0.00006743053,0.00025549813],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9974767,0.00027693197,0.00077224965,0.00043272824,0.00077789224,0.00026351758],"domain_scores_gemma":[0.9980905,0.00030240475,0.00030908434,0.00046802615,0.00040412947,0.00042585554],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006100797,0.0002721128,0.0008094397,0.00016788092,0.00004677111,0.0000057657844,0.00021993738,0.00006189361,0.0003584438],"category_scores_gemma":[0.0042964327,0.00020905367,0.00010503112,0.0005505776,0.0003807866,0.00006694407,0.00009068476,0.0002818227,0.000031594936],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016035395,0.00028887606,0.04852563,0.0055640317,0.0006159522,0.00051941635,0.06056901,0.000024548493,0.5350719,0.00029903447,0.08736202,0.25955603],"study_design_scores_gemma":[0.019745072,0.008636326,0.77109563,0.001996074,0.0017341987,0.00033949874,0.010857414,0.000053915755,0.023721902,0.00008574037,0.16089292,0.0008412916],"about_ca_topic_score_codex":0.000063147396,"about_ca_topic_score_gemma":0.000004887028,"teacher_disagreement_score":0.72257,"about_ca_system_score_codex":0.000023676279,"about_ca_system_score_gemma":0.000075394615,"threshold_uncertainty_score":0.85249615},"labels":[],"label_agreement":null},{"id":"W3087350006","doi":"10.5770/cgj.24.437","title":"The association between frailty and Parkinson’s disease in the ReSPOnD trial","year":2021,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Parkinson's UK","keywords":"Medicine; Depression (economics); Rivastigmine; Internal medicine; Odds ratio; Population; Physical therapy; Parkinson's disease; Cohort; Disease; Dementia","score_opus":0.026488757376247223,"score_gpt":0.2761581526095936,"score_spread":0.24966939523334636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087350006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90803623,0.0032091197,0.000011153027,0.08626957,0.0009001951,0.00035737225,0.000072082614,0.000006002011,0.0011382813],"genre_scores_gemma":[0.9927525,0.00075696356,0.00007299837,0.0015241181,0.002385094,0.0000105152085,0.000021461887,0.000015865606,0.0024605058],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982646,0.00038226804,0.00033138075,0.00015193615,0.00045637786,0.00041342477],"domain_scores_gemma":[0.99790996,0.00080212124,0.00014520428,0.00024842864,0.00018620645,0.00070808147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018124309,0.00010330484,0.00017174736,0.00016273995,0.00044731563,0.00032209468,0.00016073277,0.0001073669,0.00004508153],"category_scores_gemma":[0.0045982334,0.000068044676,0.00008253611,0.00047190613,0.000031731113,0.00008043101,0.00001773061,0.000701205,0.000010006643],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020512675,0.00004315395,0.85811895,0.00002125775,0.00014657972,0.0025417574,0.001863034,0.0000053883073,0.000012988869,0.00023917195,0.108226284,0.02673017],"study_design_scores_gemma":[0.0073974687,0.000048256632,0.5760871,0.000018364424,0.00010307237,0.000079674894,0.00022349473,0.000012662815,0.0000031254672,0.0006276446,0.41533256,0.00006657037],"about_ca_topic_score_codex":0.002105204,"about_ca_topic_score_gemma":0.059032537,"teacher_disagreement_score":0.3071063,"about_ca_system_score_codex":0.00084794924,"about_ca_system_score_gemma":0.0027696944,"threshold_uncertainty_score":0.9581377},"labels":[],"label_agreement":null},{"id":"W3087563555","doi":"10.1188/20.cjon.514-525","title":"Comprehensive Geriatric Assessment: A Case Report on Personalizing Cancer Care of an Older Adult Patient With Head and Neck Cancer","year":2020,"lang":"en","type":"article","venue":"Clinical journal of oncology nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; Jewish General Hospital","funders":"","keywords":"Medicine; Cancer; Head and neck cancer; Geriatric oncology; Older people; Gerontology; Gerontological nursing; Head and neck; Nursing; Internal medicine; Surgery","score_opus":0.07843868844263709,"score_gpt":0.46572383353461755,"score_spread":0.3872851450919805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087563555","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9821827,0.0022334142,0.00006209506,0.013955244,0.0007330355,0.0003379683,0.000016439464,0.000011289681,0.00046784658],"genre_scores_gemma":[0.98736054,0.00035822135,0.0073423716,0.0040960824,0.0007937922,0.0000061402493,0.0000048836523,0.000029618663,0.000008326167],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99755746,0.00025673723,0.0012309696,0.00033541315,0.00038148687,0.00023791102],"domain_scores_gemma":[0.9962608,0.00041968896,0.001280234,0.00016789597,0.001332973,0.0005383923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017294865,0.00019125569,0.0009964536,0.00009443721,0.000081453065,0.000011200755,0.000074107884,0.00020649596,0.00004504307],"category_scores_gemma":[0.00024953403,0.00014329114,0.00015873101,0.00018723923,0.00035790933,0.000115433555,0.0000215992,0.00093916844,3.2393973e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00675937,0.0017401156,0.20027125,0.00049016566,0.0006582784,0.17827949,0.02014324,0.0003919882,0.00034234437,0.000013424029,0.0024733976,0.58843696],"study_design_scores_gemma":[0.039031245,0.09549824,0.49966326,0.013367389,0.003430702,0.2894856,0.04810451,0.002263157,0.00053807016,0.000028551649,0.007927967,0.0006613051],"about_ca_topic_score_codex":0.00012672863,"about_ca_topic_score_gemma":0.00006310693,"teacher_disagreement_score":0.58777565,"about_ca_system_score_codex":0.00043112034,"about_ca_system_score_gemma":0.0014165892,"threshold_uncertainty_score":0.5843243},"labels":[],"label_agreement":null},{"id":"W3087647059","doi":"10.1093/ageing/afaa166","title":"Frailty state utility and minimally important difference: findings from the North West Adelaide Health Study","year":2020,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Institute for Health and Care Research","keywords":"Medicine; Frailty Index; Gerontology; Preference; Psychological intervention; Weighting; Cohort; Demography; Cohort study; Population; Statistics; Environmental health","score_opus":0.046085738435983736,"score_gpt":0.2885061464728644,"score_spread":0.24242040803688064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087647059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98843503,0.00097293995,0.000041840485,0.00974216,0.000038778504,0.0005845355,0.00007735356,0.00005598556,0.000051362156],"genre_scores_gemma":[0.99445224,0.00031580697,0.00014298523,0.0048175515,0.0000956732,0.000008687523,0.000038886956,0.000015620191,0.00011252648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986557,0.0000718791,0.00036203704,0.00040985938,0.00023349906,0.00026707057],"domain_scores_gemma":[0.99917394,0.00020763825,0.00009195074,0.000226306,0.000022981,0.0002771948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001687644,0.00017695808,0.00035086504,0.000015492213,0.00021031547,0.00006554949,0.00009700897,0.00003137487,0.000044801054],"category_scores_gemma":[0.00020927745,0.00011647653,0.000033211698,0.00011714461,0.000090568814,0.00006787573,0.00014121184,0.0003447955,0.000004597561],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000911562,0.00008288594,0.94199765,0.000060963564,0.00006852215,0.0030280869,0.026582068,1.3560185e-7,0.00034911348,0.0000013902654,0.00067368825,0.027064318],"study_design_scores_gemma":[0.001284243,0.00061540905,0.99428433,0.00009897421,0.000052154843,0.000007691991,0.002362536,0.00024930228,0.000021077129,0.000047857193,0.00086553476,0.0001108853],"about_ca_topic_score_codex":0.0026702965,"about_ca_topic_score_gemma":0.0055723623,"teacher_disagreement_score":0.052286662,"about_ca_system_score_codex":0.000014635406,"about_ca_system_score_gemma":0.00006325738,"threshold_uncertainty_score":0.4749775},"labels":[],"label_agreement":null},{"id":"W3088137173","doi":"10.1017/cem.2020.448","title":"Frailty: A key concept to improve older person care","year":2020,"lang":"en","type":"letter","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute; University of Toronto; University of Saskatchewan; University of Ottawa","funders":"","keywords":"Key (lock); Content (measure theory); Action (physics); Computer science; Internet privacy; World Wide Web; Computer security; Mathematics","score_opus":0.07119189040554248,"score_gpt":0.3217858692588242,"score_spread":0.2505939788532817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088137173","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00048805197,0.018813461,0.00012754704,0.94404644,0.02674284,0.00094901375,0.0002991132,0.000028182374,0.00850536],"genre_scores_gemma":[0.009180102,0.00026769677,0.00041737792,0.8981382,0.070063174,0.000023113887,0.00047527862,0.0002887411,0.021146286],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954122,0.000117577954,0.0015147261,0.00063576386,0.001226939,0.0010927978],"domain_scores_gemma":[0.99305177,0.00008163489,0.0007537938,0.00072816137,0.0017939077,0.0035907424],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001818772,0.00075418415,0.0017996943,0.0010401976,0.0001552875,0.00001367154,0.0007621175,0.0007924035,0.02106396],"category_scores_gemma":[0.0023333603,0.00062249746,0.0005539113,0.0007636694,0.00024143093,0.00011333903,0.000025311754,0.004360902,0.00019266653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033184755,0.0000059556332,0.0003775651,0.00068260386,0.00039275744,0.010190847,0.022388024,0.0000016342372,0.00023019915,0.0000029082805,0.9621484,0.0035459117],"study_design_scores_gemma":[0.0021741823,0.0029880824,0.0005243699,0.002894429,0.0010507538,0.00030733825,0.004745513,0.000004917086,0.0000745001,0.00001979456,0.9846934,0.00052270736],"about_ca_topic_score_codex":0.013597479,"about_ca_topic_score_gemma":0.00813031,"teacher_disagreement_score":0.0459082,"about_ca_system_score_codex":0.00093524315,"about_ca_system_score_gemma":0.0042782747,"threshold_uncertainty_score":0.99962264},"labels":[],"label_agreement":null},{"id":"W3088395617","doi":"10.1111/ans.16319","title":"Pre‐operative frailty is predictive of adverse post‐operative outcomes in colorectal cancer patients","year":2020,"lang":"en","type":"article","venue":"ANZ Journal of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Frailty Index; Odds ratio; Colorectal cancer; Comorbidity; Logistic regression; Incidence (geometry); Quality of life (healthcare); Prospective cohort study; Complication; Adverse effect; Elective surgery; Population; Surgery; Cancer; Internal medicine","score_opus":0.03355696233556459,"score_gpt":0.31303003140036995,"score_spread":0.27947306906480535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088395617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932174,0.0002371072,0.000017716538,0.0053148447,0.000394344,0.0003510195,0.00024274991,0.000009215039,0.0002156219],"genre_scores_gemma":[0.9969858,0.00021027186,0.000118614385,0.0023918014,0.00014472021,0.000010203897,0.000014208913,0.0000243129,0.000100090416],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978264,0.00013373984,0.0009773157,0.00020554398,0.00060911756,0.00024790855],"domain_scores_gemma":[0.9973566,0.00051896146,0.0005534041,0.0000907601,0.0012244629,0.00025583027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023047875,0.00022062675,0.0009936356,0.00022966108,0.000033134755,0.000005831986,0.000111482004,0.000114753995,0.00046022024],"category_scores_gemma":[0.0013318757,0.00016629518,0.00031484364,0.0003582176,0.00014059203,0.00044933756,0.000052028856,0.000497094,0.000008407011],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022163955,0.00049484737,0.9689992,0.000066472145,0.00047726923,0.0001512143,0.0177587,0.00007922141,0.003334074,0.00000162467,0.0051782895,0.001242713],"study_design_scores_gemma":[0.0025178175,0.0013952588,0.9660551,0.00059709704,0.000107991465,0.000018019455,0.0014674742,0.0001361022,0.027388752,0.000005870577,0.00016692745,0.00014360252],"about_ca_topic_score_codex":0.00017756996,"about_ca_topic_score_gemma":0.000044986245,"teacher_disagreement_score":0.024054676,"about_ca_system_score_codex":0.00017433496,"about_ca_system_score_gemma":0.00064682885,"threshold_uncertainty_score":0.6781321},"labels":[],"label_agreement":null},{"id":"W3088619630","doi":"10.1590/s1980-220x2018048903590","title":"Treatment adherence and frailty syndrome in hypertensive older adults","year":2020,"lang":"en","type":"article","venue":"Revista da Escola de Enfermagem da USP","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Blood pressure; Confidence interval; Disease; Gerontology; Test (biology); Frailty syndrome; Medication adherence; Cross-sectional study; Descriptive statistics; Physical therapy; Internal medicine; Frailty Index","score_opus":0.053618791744232855,"score_gpt":0.30726246338840313,"score_spread":0.2536436716441703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088619630","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898486,0.0026861958,0.000095635216,0.0044873976,0.00006353462,0.0016087253,0.00007031475,0.00014436372,0.0009952227],"genre_scores_gemma":[0.99487716,0.00057346513,0.0011533439,0.002342003,0.00011493253,0.00012622861,0.00008775821,0.0000608645,0.0006642293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977794,0.00012387057,0.0004992068,0.0007414855,0.00031422728,0.0005417918],"domain_scores_gemma":[0.99850863,0.00015653908,0.0001143621,0.00053047173,0.00011509836,0.0005749087],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010136386,0.00040939837,0.00083914277,0.00011026285,0.00006312329,0.00013978727,0.0001738655,0.00017977206,0.00027956013],"category_scores_gemma":[0.00045004778,0.0003604789,0.00012188333,0.00041163195,0.00013164732,0.00019472736,0.000121337784,0.00038696302,0.00020247907],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032588695,0.0027699892,0.5781833,0.00920473,0.0010423233,0.05764612,0.03060082,0.00004010654,0.018328184,0.0022953209,0.018384574,0.27824566],"study_design_scores_gemma":[0.018655393,0.0038921975,0.91335136,0.004050281,0.0005183639,0.004282416,0.001625654,0.004839823,0.0012073391,0.000035763667,0.046393372,0.0011480524],"about_ca_topic_score_codex":0.00029763678,"about_ca_topic_score_gemma":0.000035879744,"teacher_disagreement_score":0.33516803,"about_ca_system_score_codex":0.0002778232,"about_ca_system_score_gemma":0.00021783746,"threshold_uncertainty_score":0.9998847},"labels":[],"label_agreement":null},{"id":"W3088623614","doi":"10.1111/jocn.15512","title":"Predicting hospital outcomes with the reported edmonton frail scale‐Thai version in orthopaedic older patients","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Delirium; Physical therapy; Prospective cohort study; Logistic regression; Quality of life (healthcare); Orthopedic surgery; Tinetti test; Emergency medicine; Surgery; Intensive care medicine; Internal medicine","score_opus":0.025772870537582423,"score_gpt":0.34988163947919526,"score_spread":0.32410876894161283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088623614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93064815,0.00009753381,0.00017959208,0.067236334,0.0009848843,0.0003246177,0.0000019360716,0.000023444349,0.000503535],"genre_scores_gemma":[0.99577224,0.000026127711,0.0011247052,0.0022136543,0.00077741593,0.0000010324449,0.000004571696,0.000029626315,0.00005064822],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965048,0.0001754362,0.0017556229,0.0002566893,0.0010263165,0.00028114795],"domain_scores_gemma":[0.99702406,0.00071164605,0.0012610012,0.00021853838,0.00038679535,0.00039794986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010782665,0.00018285535,0.0007704176,0.00008160771,0.00007468823,0.000027543425,0.0001822532,0.0001699817,0.000038997718],"category_scores_gemma":[0.004176045,0.000103552295,0.0003551896,0.00031088377,0.00021829731,0.00026555712,0.00003314864,0.0014005573,0.0000065661616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010620212,0.0007477337,0.96271574,0.000027235246,0.00010385614,0.00026546218,0.0019443833,0.000022753937,0.00001022967,5.339884e-7,0.0042140246,0.028886031],"study_design_scores_gemma":[0.0096363155,0.0034642264,0.98189914,0.0021158997,0.00029233066,0.00007198056,0.0012911367,0.00050190877,0.000026113172,0.000014124017,0.00057181227,0.000114987146],"about_ca_topic_score_codex":0.00000977798,"about_ca_topic_score_gemma":0.000010324075,"teacher_disagreement_score":0.065124094,"about_ca_system_score_codex":0.00010328876,"about_ca_system_score_gemma":0.00020324653,"threshold_uncertainty_score":0.6084803},"labels":[],"label_agreement":null},{"id":"W3088829878","doi":"10.1136/openhrt-2020-001314","title":"Prospective cohort study of elderly patients with coronary artery disease: impact of frailty on quality of life and outcome","year":2020,"lang":"en","type":"article","venue":"Open Heart","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prospective cohort study; Cohort; Coronary artery disease; Disease; Quality of life (healthcare); Outcome (game theory); Cohort study; Gerontology; Internal medicine; Cardiology","score_opus":0.061785557838979224,"score_gpt":0.3683119899646555,"score_spread":0.30652643212567626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088829878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99525046,0.000019898782,0.0000017322736,0.00037442942,0.000019271394,0.0037273997,0.00019125895,0.000009868067,0.00040565396],"genre_scores_gemma":[0.99955297,0.0000012346857,0.00008165478,0.00019203553,0.000014127349,0.000038418362,0.000029167591,0.000018485063,0.000071931005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840283,0.00011264952,0.0005244741,0.000315745,0.0005144074,0.00012990073],"domain_scores_gemma":[0.99870723,0.00012077312,0.00022009765,0.00041364288,0.00023429575,0.00030396297],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018773816,0.00015386667,0.00079915737,0.000034195018,0.000023621476,0.000007588206,0.00011913898,0.000034583034,0.00012963811],"category_scores_gemma":[0.00038791096,0.00010873441,0.00006577874,0.00014728405,0.00010606863,0.00012432056,0.000114870716,0.00013663736,0.0000038581506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006380324,0.0023534906,0.9888223,0.00019683086,0.00035998574,0.000006007778,0.0011044579,0.000008603213,0.00009142821,0.0000042852866,0.0004827497,0.00018955683],"study_design_scores_gemma":[0.0073188,0.014984605,0.9770089,0.00011677897,0.000097297634,7.6566846e-7,0.00030520718,0.000011348854,0.00004223794,0.000007234809,0.000007119382,0.000099738994],"about_ca_topic_score_codex":0.0008885981,"about_ca_topic_score_gemma":0.000053207015,"teacher_disagreement_score":0.012631115,"about_ca_system_score_codex":0.000039473405,"about_ca_system_score_gemma":0.00016606608,"threshold_uncertainty_score":0.44340608},"labels":[],"label_agreement":null},{"id":"W3090016780","doi":"10.1016/j.ejso.2020.09.041","title":"Older frail prehabilitated patients who cannot attain a 400 m 6-min walking distance before colorectal surgery suffer more postoperative complications","year":2020,"lang":"en","type":"article","venue":"European Journal of Surgical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":69,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Alberta Children's Hospital; Alberta Health Services; University of Calgary; McGill University; University of Alberta","funders":"","keywords":"Prehabilitation; Medicine; American society of anesthesiologists; Randomized controlled trial; Incidence (geometry); Colorectal cancer; Colorectal surgery; Clinical endpoint; Physical therapy; Clinical trial; Surgery; Internal medicine; Abdominal surgery; Cancer","score_opus":0.022933991641650376,"score_gpt":0.2901951048904929,"score_spread":0.2672611132488425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090016780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.894794,0.00018810565,0.0002115409,0.099770404,0.0003195285,0.00047751158,0.00006566749,0.000045941924,0.004127289],"genre_scores_gemma":[0.99368066,0.000042506792,0.00078217644,0.004722792,0.00037241552,0.000007840199,0.0000781616,0.00006896225,0.00024450646],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996039,0.0012450753,0.0013380997,0.00040013893,0.0005200663,0.0004576455],"domain_scores_gemma":[0.9961532,0.0013380988,0.00059845985,0.00022544689,0.0010623496,0.0006224654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081007887,0.00030890177,0.0010514671,0.00015259688,0.00014107073,0.00002941621,0.00028964994,0.000093403876,0.00026939384],"category_scores_gemma":[0.001101704,0.00024247293,0.00036755513,0.00048610123,0.00050713716,0.00018779993,0.00013068343,0.00097271183,0.000079844984],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007964612,0.0039599203,0.48387945,0.00027997483,0.0008916631,0.016053667,0.059062168,0.00014044032,0.0007743732,0.00023589017,0.19092868,0.23582917],"study_design_scores_gemma":[0.004781538,0.0043332903,0.61553407,0.0003832554,0.0000904877,0.0006814719,0.00048011393,0.00014610482,0.0000713201,0.00000405549,0.37327424,0.00022005136],"about_ca_topic_score_codex":0.000007090829,"about_ca_topic_score_gemma":0.000012092415,"teacher_disagreement_score":0.23560911,"about_ca_system_score_codex":0.0004000844,"about_ca_system_score_gemma":0.00038762015,"threshold_uncertainty_score":0.9887759},"labels":[],"label_agreement":null},{"id":"W3090273606","doi":"10.3389/fmed.2020.00505","title":"Hospital Complications and Frailty in Mexican Older Adults: An Emergency Care Cohort Analysis","year":2020,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Secretaría de Estado de Ciencia, Tecnología e Innovación; Instituto Mexicano del Seguro Social; Secretaría de Educación Superior, Ciencia, Tecnología e Innovación","keywords":"Medicine; Delirium; Emergency department; Confidence interval; Grip strength; Prospective cohort study; Hospital admission; Cohort; Cohort study; Emergency medicine; Physical therapy; Internal medicine; Psychiatry","score_opus":0.013485845842661649,"score_gpt":0.28687721149526274,"score_spread":0.2733913656526011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090273606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.944191,0.0072952397,0.009357576,0.034070145,0.0005688079,0.0014756062,0.00005579136,0.000111682755,0.0028741544],"genre_scores_gemma":[0.99099606,0.0007793725,0.005702346,0.001538015,0.0002063409,0.00008873575,0.00059531484,0.000029288161,0.0000645467],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790543,0.00007117159,0.0006153925,0.00066580705,0.00041355003,0.0003286465],"domain_scores_gemma":[0.9987821,0.00002299506,0.000106108186,0.0004886806,0.00014661004,0.00045349944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015829109,0.00024356622,0.00086746877,0.00048782886,0.000048419417,0.0000049962905,0.00020121438,0.00013266051,0.00023842571],"category_scores_gemma":[0.00035704466,0.00021759902,0.00007284398,0.0016984019,0.00023487012,0.00012139859,0.000050005303,0.00040905678,0.0000043398504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074469994,0.00012302636,0.9442603,0.00013410347,0.00023102085,0.00004694724,0.021802172,0.00001667425,0.000021804151,0.000014034765,0.019354533,0.013920912],"study_design_scores_gemma":[0.0032850585,0.00054846663,0.96387714,0.00023863312,0.0005700334,0.000003230324,0.02281144,0.0064286636,0.000012483127,0.00004261786,0.0019720965,0.00021014978],"about_ca_topic_score_codex":0.0009376357,"about_ca_topic_score_gemma":0.0006560123,"teacher_disagreement_score":0.046805043,"about_ca_system_score_codex":0.00013625431,"about_ca_system_score_gemma":0.000046539553,"threshold_uncertainty_score":0.88734305},"labels":[],"label_agreement":null},{"id":"W3090879156","doi":"10.1093/ageing/afaa187","title":"Understanding consumer perceptions of frailty screening to inform knowledge translation and health service improvements","year":2020,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Gerontology; Thematic analysis; Focus group; Knowledge translation; Perception; Stakeholder; Qualitative research; Psychology","score_opus":0.27357505305533203,"score_gpt":0.3652092654354168,"score_spread":0.09163421238008479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090879156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9168244,0.0006941477,0.058485612,0.02147954,0.000037996506,0.00065872754,0.000017878527,0.00008871216,0.0017130144],"genre_scores_gemma":[0.99167365,0.000073865405,0.0044617266,0.0036805049,0.00003808586,0.0000036317372,0.000018914341,0.000012921156,0.00003671238],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99940884,0.000009308648,0.0002018043,0.0001441997,0.00009658237,0.00013925317],"domain_scores_gemma":[0.9996234,0.000039326893,0.00004383955,0.000066902736,0.000030547923,0.0001959474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000096327894,0.0000837216,0.0001803477,0.000055465753,0.00012544834,0.000017195654,0.000025139872,0.0000350279,0.000019795854],"category_scores_gemma":[0.000024549487,0.00008065651,0.00001939878,0.00021216975,0.000023320279,0.000119696604,0.00003335169,0.00010246982,0.000004111425],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014984433,0.00007377921,0.018618131,0.0029344324,0.00018010341,0.00017121923,0.14111121,0.000028405486,0.048234873,0.0002681741,0.0014514346,0.7867784],"study_design_scores_gemma":[0.011997134,0.0021814562,0.88812745,0.003906631,0.0003270851,0.0000473933,0.04522737,0.030320322,0.0013288562,0.00021428951,0.015547051,0.0007749791],"about_ca_topic_score_codex":0.00022183347,"about_ca_topic_score_gemma":0.00038130852,"teacher_disagreement_score":0.8695093,"about_ca_system_score_codex":0.000027761896,"about_ca_system_score_gemma":0.000027152091,"threshold_uncertainty_score":0.3289077},"labels":[],"label_agreement":null},{"id":"W3090887991","doi":"10.1016/j.ejso.2020.09.031","title":"Preoperative frailty assessment with the Robinson Frailty Score, Edmonton Frail Scale, and G8 and adverse postoperative outcomes in older surgical patients with cancer","year":2020,"lang":"en","type":"article","venue":"European Journal of Surgical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Fukuoka Foundation for Sound Health","keywords":"Medicine; Polypharmacy; Mood; Geriatric oncology; Perceived Stress Scale; Surgical stress; Adverse effect; Comorbidity; Internal medicine; Physical therapy; Activities of daily living; Cognition; Cancer; Stress (linguistics)","score_opus":0.023303010867317234,"score_gpt":0.30238789855908665,"score_spread":0.2790848876917694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090887991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.954754,0.0004133167,0.00005645819,0.03785245,0.000085800115,0.0007016607,0.000025036317,0.000015406347,0.006095902],"genre_scores_gemma":[0.9956775,0.0005347029,0.001018795,0.002215187,0.00017365596,0.000010885863,0.0000090755775,0.000047543857,0.00031265715],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968677,0.0010790842,0.0006834423,0.00042756845,0.00057672337,0.00036545502],"domain_scores_gemma":[0.9979638,0.0004887751,0.00040559404,0.00016626505,0.0004495805,0.0005260025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059285254,0.000363145,0.0010093199,0.000098359866,0.00012287234,0.000037806203,0.00018048828,0.00009109407,0.00026872687],"category_scores_gemma":[0.000056624605,0.00017900228,0.00008574552,0.00026458906,0.0006085261,0.00028427216,0.00014573023,0.0012551307,0.0000049770597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005487075,0.00082856853,0.96108377,0.000042100542,0.00034814363,0.0070611625,0.005827827,0.00018025395,0.000041690248,0.000040777635,0.001395428,0.017663173],"study_design_scores_gemma":[0.024945982,0.009627036,0.90398335,0.00031055693,0.00016904784,0.0005949675,0.0007890686,0.00008855799,0.000029107145,0.0000011181512,0.0592282,0.00023302376],"about_ca_topic_score_codex":0.000045386856,"about_ca_topic_score_gemma":0.00022515332,"teacher_disagreement_score":0.057832774,"about_ca_system_score_codex":0.00020431158,"about_ca_system_score_gemma":0.0003625188,"threshold_uncertainty_score":0.72995013},"labels":[],"label_agreement":null},{"id":"W3091024554","doi":"10.1016/j.cjca.2020.07.188","title":"EXPERIENCES PILOTING AN ENHANCED TELEHEALTH HOME-MONITORING INTERVENTION FOR VULNERABLE AND FRAIL PATIENTS TO IMPROVE CARE-FLOW AND FOLLOW-UP PRIORITIZATION AFTER CARDIAC SURGERY (THE-FACS INTERVENTION STUDY)","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Saint John Regional Hospital","funders":"","keywords":"Medicine; Telehealth; Intervention (counseling); Cardiac surgery; Prioritization; Adverse effect; Work flow; Intensive care medicine; Telemedicine; Physical therapy; Emergency medicine; Health care; Internal medicine; Nursing","score_opus":0.018627214575762108,"score_gpt":0.28208440456361433,"score_spread":0.2634571899878522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091024554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99164087,0.0011426181,0.0034864482,0.00042157786,0.0024346118,0.0008171238,0.000039660164,0.0000077507975,0.000009351862],"genre_scores_gemma":[0.9982942,0.00003030745,0.0002509802,0.00010419889,0.001159427,0.00010528759,0.000020660222,0.000021590626,0.000013381967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984622,0.00030575137,0.00052936206,0.0002567799,0.00014537171,0.00030054344],"domain_scores_gemma":[0.99841994,0.00014249893,0.00020831125,0.00012045212,0.00049516035,0.0006136101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064449274,0.00014571425,0.00055836124,0.0001835928,0.00017982736,0.000059294016,0.000078325276,0.00007936681,0.0000036789195],"category_scores_gemma":[0.00090546464,0.0001255245,0.00017714531,0.00013502411,0.00006339521,0.00022535402,0.000021743781,0.00019135089,4.2180966e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005495848,0.000011091095,0.72506547,0.0002616057,0.0001880549,0.000022533815,0.03615774,0.00004425614,0.00024317238,4.941347e-7,0.0005571283,0.23689887],"study_design_scores_gemma":[0.0057921936,0.01188707,0.8735251,0.00081790896,0.00046359087,0.00005166169,0.09942639,0.000090781694,0.0016685162,0.000024790153,0.005834352,0.00041763965],"about_ca_topic_score_codex":0.00050732563,"about_ca_topic_score_gemma":0.0007853184,"teacher_disagreement_score":0.23648123,"about_ca_system_score_codex":0.00017832925,"about_ca_system_score_gemma":0.00021210818,"threshold_uncertainty_score":0.5118741},"labels":[],"label_agreement":null},{"id":"W3091108565","doi":"","title":"Important considerations in the assessment of seniors who are aging with cognitive or intellectual disabilities","year":2018,"lang":"en","type":"article","venue":"Journal of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"CINAHL; Intellectual disability; Interview; Psychology; Cognitive skill; Cognition; Cognitive interview; Gerontology; Borderline intellectual functioning; Cognitive impairment; Gold standard (test); Population ageing; Population; Medicine; Psychiatry; Psychological intervention","score_opus":0.04455924220549151,"score_gpt":0.35137749290923664,"score_spread":0.30681825070374513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091108565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993562,0.0005299501,0.0009857629,0.0042089354,0.00013957478,0.00017260574,0.0000073645624,0.0000027421415,0.00039107073],"genre_scores_gemma":[0.99750274,0.00022107166,0.0016322478,0.0003715929,0.0001706486,0.0000026473317,9.703297e-7,0.0000053409767,0.00009274183],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896467,0.00013848624,0.0004964547,0.00009068192,0.00017740365,0.00013231565],"domain_scores_gemma":[0.99691856,0.002171916,0.00038268525,0.00008840989,0.00039187336,0.000046559555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054049946,0.00009259037,0.0003867827,0.00012671271,0.00006883307,0.000012327864,0.000043277494,0.00006844497,0.00013273857],"category_scores_gemma":[0.0022510728,0.000048355123,0.000037570717,0.00013841086,0.00047894722,0.00008328127,0.000015376763,0.00028109903,3.0530643e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010924265,0.00040124648,0.9304596,0.00016736542,0.00028567377,0.0004965902,0.060497522,0.0000031241398,0.00009038954,0.0004826151,0.0045696516,0.0014537624],"study_design_scores_gemma":[0.006030867,0.007979864,0.82126266,0.0007342834,0.0006205275,0.011379172,0.14986636,0.00019704548,0.00042818076,0.000789899,0.00052019284,0.00019091919],"about_ca_topic_score_codex":0.00002315017,"about_ca_topic_score_gemma":0.0012491426,"teacher_disagreement_score":0.109196946,"about_ca_system_score_codex":0.000034321813,"about_ca_system_score_gemma":0.00031470053,"threshold_uncertainty_score":0.26949072},"labels":[],"label_agreement":null},{"id":"W3091195153","doi":"10.1186/s40560-020-00494-9","title":"Sex-specific prevalence and outcomes of frailty in critically ill patients","year":2020,"lang":"en","type":"article","venue":"Journal of Intensive Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health; University of Calgary; University of Alberta; Alberta Health Services","funders":"Canadian Frailty Network; Alberta Health Services","keywords":"Medicine; Propensity score matching; Odds ratio; Confidence interval; Logistic regression; Cohort; Cohort study; Population; Retrospective cohort study; Proportional hazards model; Internal medicine; Demography","score_opus":0.03065457812930937,"score_gpt":0.297542240962224,"score_spread":0.2668876628329146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091195153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812798,0.0016361404,0.00004289637,0.016400415,0.00019976671,0.00016682429,0.000031655767,0.0000045322845,0.00023797869],"genre_scores_gemma":[0.97791916,0.00024369737,0.000734975,0.020966886,0.00007333294,7.2027905e-7,0.0000023372702,0.000012361542,0.000046533154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988026,0.00003533361,0.0005429045,0.00012931292,0.0003569143,0.00013290363],"domain_scores_gemma":[0.978444,0.00015473487,0.00017430674,0.000108869186,0.020932766,0.00018535163],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00005637656,0.00011372726,0.00050458487,0.00009110083,0.00001056631,0.000006888062,0.000097516,0.00006547203,0.000051811825],"category_scores_gemma":[0.013766875,0.00008579909,0.000105084444,0.00009914015,0.000112939844,0.0000938936,0.000052348245,0.00034717176,0.0000032460641],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026143208,0.000046208268,0.9735134,0.00050453853,0.000054202003,0.00023280008,0.009863604,0.0000019463005,0.0014288427,0.000011689335,0.008688167,0.005393169],"study_design_scores_gemma":[0.002880946,0.0014663923,0.9689394,0.00089327805,0.00005871617,0.00007258826,0.021022875,0.000013195957,0.0030396585,0.000023389057,0.0014971833,0.000092346614],"about_ca_topic_score_codex":0.0000039539727,"about_ca_topic_score_gemma":0.0000024553824,"teacher_disagreement_score":0.020575851,"about_ca_system_score_codex":0.00006333509,"about_ca_system_score_gemma":0.000055697754,"threshold_uncertainty_score":0.9945406},"labels":[],"label_agreement":null},{"id":"W3091294956","doi":"10.1101/2020.10.01.20205302","title":"Factors associated with access to virtual care in older adults: A cross-sectional study","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; McMaster University; Alberta Children's Hospital; Foothills Medical Centre; Canada Research Chairs; University of New Brunswick; University of Toronto; Impact; University of Calgary","funders":"","keywords":"Videoconferencing; Logistic regression; Odds ratio; Medicine; Confidence interval; Cross-sectional study; Telephone interview; Odds; Telehealth; Medical history; Telemedicine; Gerontology; Health care; Family medicine; Internal medicine; Multimedia","score_opus":0.06301861113427232,"score_gpt":0.3505800898745133,"score_spread":0.28756147874024096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091294956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935805,0.00006402952,0.00004715625,0.00056746305,0.0009057703,0.0039542085,0.00030809786,0.00027918039,0.00029360098],"genre_scores_gemma":[0.9976238,0.0000022852962,0.000022562213,0.00046639037,0.00026966436,0.0004584665,0.0007247191,0.00011872967,0.00031339438],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99599206,0.0001741006,0.00073250005,0.0013721494,0.001236871,0.0004923292],"domain_scores_gemma":[0.9978034,0.00020823971,0.0002497804,0.0007372253,0.00057797896,0.00042340986],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024595775,0.0006145704,0.0009568073,0.00039300375,0.00007753318,0.00022401346,0.0007085171,0.00045902963,0.0002741734],"category_scores_gemma":[0.0015889432,0.00049595966,0.00016687198,0.0007008711,0.00008111741,0.00012872607,0.0010429771,0.0017127914,0.000037338825],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006346647,0.0007564473,0.97741807,0.00023316502,0.0003229644,0.0002578914,0.01951881,0.00043236616,0.0000125322895,8.519131e-7,0.00021496159,0.00019729842],"study_design_scores_gemma":[0.005491302,0.0013386285,0.9874765,0.0013629466,0.00009863462,0.0000025323939,0.0034772141,0.000057028756,0.00015883855,0.000004476461,0.000054807242,0.00047703928],"about_ca_topic_score_codex":0.0006326765,"about_ca_topic_score_gemma":0.005383853,"teacher_disagreement_score":0.016041595,"about_ca_system_score_codex":0.0007905727,"about_ca_system_score_gemma":0.00050179963,"threshold_uncertainty_score":0.9997492},"labels":[],"label_agreement":null},{"id":"W3091769391","doi":"10.1001/jamasurg.2020.3754","title":"Patient-Centered Time-at-Home Outcomes in Older Adults After Surgical Cancer Treatment","year":2020,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bruyère; Ottawa Hospital; University of Manitoba; Sunnybrook Hospital; Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; University of Toronto","funders":"Canadian Institutes of Health Research; Ipsen; Ipsen Biopharmaceuticals; Ontario Ministry of Health and Long-Term Care; Ontario Institute for Cancer Research","keywords":"Medicine; Cancer; MEDLINE; General surgery; Intensive care medicine; Gerontology; Internal medicine","score_opus":0.01920247701052961,"score_gpt":0.2598897091446516,"score_spread":0.240687232134122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091769391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9768576,0.0009613751,4.3899593e-7,0.02045598,0.00039688064,0.0006306955,0.00015257421,0.00012199379,0.00042244172],"genre_scores_gemma":[0.9933005,0.00023036268,0.00003209172,0.0032067243,0.00025902694,0.0003210677,0.00013569648,0.00005662351,0.002457914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978433,0.00009394363,0.00059406133,0.0005390942,0.00040978615,0.00051977934],"domain_scores_gemma":[0.9986305,0.0004510208,0.000106491294,0.00033861547,0.00006950239,0.0004038267],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007230403,0.0003284773,0.00086044933,0.00014956851,0.000027962858,0.000022793898,0.000058782556,0.0001747291,0.0040607005],"category_scores_gemma":[0.00014672439,0.00025216816,0.00035258348,0.00027490786,0.000054102835,0.00013145538,0.00008221272,0.00018618586,0.00068539847],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029322759,0.0006755823,0.9302812,0.00011779587,0.00012154771,0.0027936765,0.0021713588,0.0000027455703,0.000044035565,3.2413192e-7,0.01936165,0.041497808],"study_design_scores_gemma":[0.00811733,0.00024780593,0.95115715,0.0006528508,0.000058102956,0.000053836313,0.00008788679,0.00024734825,0.0008594438,0.0000012017993,0.038175743,0.00034131252],"about_ca_topic_score_codex":0.0003568371,"about_ca_topic_score_gemma":0.0001178974,"teacher_disagreement_score":0.041156493,"about_ca_system_score_codex":0.00046910334,"about_ca_system_score_gemma":0.000121837744,"threshold_uncertainty_score":0.999993},"labels":[],"label_agreement":null},{"id":"W3091990774","doi":"10.14283/jfa.2020.52","title":"The Association Between Frailty and Short-Term Outcomes in an Intensive Care Unit Rehabilitation Trial: An Exploratory Analysis","year":2021,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton; Impact","funders":"Ontario Ministry of Research and Innovation; Reseau canadien de recherche respiratoire; Canadian Institutes of Health Research; Canadian Frailty Network","keywords":"Rehabilitation; Term (time); Association (psychology); Intensive care unit; Physical medicine and rehabilitation; Medicine; Exploratory analysis; Unit (ring theory); Gerontology; Physical therapy; Psychology; Psychiatry; Computer science; Psychotherapist; Data science","score_opus":0.07634446002505645,"score_gpt":0.36944907460312076,"score_spread":0.2931046145780643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3091990774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9899875,0.00084384024,0.00015294728,0.008418839,0.00022945179,0.00029537693,0.000013341056,0.00001868251,0.000040013765],"genre_scores_gemma":[0.99870056,0.00013860283,0.00028763857,0.00040566782,0.00028893634,0.000005539664,0.000038475755,0.00002354042,0.00011104022],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968491,0.001139492,0.0008550303,0.00019752288,0.00068618904,0.00027267492],"domain_scores_gemma":[0.9943032,0.0023098062,0.00051175285,0.000514832,0.0021899124,0.00017048488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024806147,0.00018762375,0.0006766315,0.0002941073,0.00023314859,0.00011155244,0.00023255455,0.000119250064,0.00001303744],"category_scores_gemma":[0.0035468074,0.00011765881,0.00020998606,0.0007084915,0.00010059498,0.0005871443,0.00007309921,0.00074487395,0.0000013249854],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006382239,0.00005029215,0.94611955,0.000021725458,0.00075701514,0.000031244792,0.03956065,0.000080076294,0.0008590972,0.0000069191456,0.00006439691,0.011810826],"study_design_scores_gemma":[0.0061880075,0.0006739989,0.91576856,0.0001478313,0.0018454518,0.000015439193,0.074373916,0.00010201238,0.00039759954,0.00017716644,0.00018912448,0.00012089783],"about_ca_topic_score_codex":0.00006981324,"about_ca_topic_score_gemma":0.002431338,"teacher_disagreement_score":0.034813263,"about_ca_system_score_codex":0.0003772516,"about_ca_system_score_gemma":0.00021532117,"threshold_uncertainty_score":0.4797987},"labels":[],"label_agreement":null},{"id":"W3092057453","doi":"10.1186/s12877-020-01801-7","title":"A scoping review of the Clinical Frailty Scale","year":2020,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":845,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"Dalhousie University; Canadian Geriatrics Society","keywords":"Medicine; CINAHL; MEDLINE; PsycINFO; Comorbidity; Cochrane Library; Scopus; Meta-analysis; Gerontology; Psychiatry; Internal medicine; Psychological intervention","score_opus":0.19279592646013197,"score_gpt":0.452253432333487,"score_spread":0.25945750587335503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092057453","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[6.0446865e-7,0.991819,0.00009887266,0.00041824894,0.0013321594,0.004970189,0.000065068445,0.000061521954,0.0012342861],"genre_scores_gemma":[1.3115533e-7,0.99353033,0.0035813043,0.0008444851,0.0012533743,0.00010562975,0.000055965567,0.00008431602,0.0005444645],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953385,0.0006190067,0.0024775944,0.000596146,0.0006739627,0.0002948196],"domain_scores_gemma":[0.99571,0.0009825907,0.00141346,0.0014525319,0.00020047638,0.00024092324],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010528571,0.00044107664,0.004327307,0.00007692278,0.000047388345,0.000013022961,0.00065840554,0.0005009403,0.00021763619],"category_scores_gemma":[0.0061868443,0.00026951797,0.002391581,0.0013320864,0.00014310355,0.000030660325,0.00045065882,0.0010222124,0.00024619396],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000030591898,0.000043006887,0.00006922595,0.5840143,0.000045028148,0.0000076050105,0.0000058114592,1.0794203e-8,1.387656e-8,0.0000032398675,0.010419322,0.40538937],"study_design_scores_gemma":[0.00021102665,0.000049016475,0.00001974811,0.46846974,0.0020903125,0.00007861208,0.0000010488452,7.221235e-7,2.2197189e-7,0.0000025591432,0.52894855,0.00012846249],"about_ca_topic_score_codex":0.000006126581,"about_ca_topic_score_gemma":0.000010702924,"teacher_disagreement_score":0.5185292,"about_ca_system_score_codex":0.000099135344,"about_ca_system_score_gemma":0.0037479484,"threshold_uncertainty_score":0.9999757},"labels":[],"label_agreement":null},{"id":"W3092110091","doi":"10.1186/s12877-020-01799-y","title":"Improving stamina and mobility with preop walking in surgical patients with frailty traits –OASIS IV: randomized clinical trial study protocol","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Alfred P. Sloan Foundation; Anesthesia Patient Safety Foundation","keywords":"Medicine; Randomized controlled trial; Pedometer; Physical therapy; Clinical trial; Rehabilitation; Surgery; Internal medicine; Physical activity","score_opus":0.04698900926133266,"score_gpt":0.3392633065756578,"score_spread":0.29227429731432514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092110091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8000685,0.000009977452,0.0005862212,0.00008205901,0.00006365724,0.19901207,0.000011390239,0.00008895625,0.00007715121],"genre_scores_gemma":[0.9489571,0.0000020305959,0.004786552,0.000064079504,0.00038403703,0.045701187,0.0000145470385,0.000057231427,0.000033231932],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9950703,0.0012153023,0.001420924,0.0009802595,0.0008617282,0.00045153406],"domain_scores_gemma":[0.99657327,0.0018795289,0.00047571378,0.00039135152,0.0002535712,0.0004265591],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026733151,0.00039836948,0.0016408286,0.000117947275,0.00007621117,0.000072592935,0.00016828458,0.00021426132,0.000041580864],"category_scores_gemma":[0.004296454,0.00025865395,0.00015954238,0.00074194645,0.00020904733,0.0001849766,0.0001536621,0.00065132004,0.0000032274854],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5997332,0.0028520427,0.38014075,0.00036774305,0.000067456975,0.00006539086,0.0011294793,0.0000067874994,0.0000010595752,0.0000015862988,0.00001622248,0.015618278],"study_design_scores_gemma":[0.7201975,0.008806733,0.26893127,0.00006468952,0.00029200013,0.0000054088127,0.00031381275,0.0009870626,0.0000058580267,0.0000036891975,0.0001309663,0.00026097984],"about_ca_topic_score_codex":0.000113451424,"about_ca_topic_score_gemma":0.00020529759,"teacher_disagreement_score":0.1533109,"about_ca_system_score_codex":0.0000861386,"about_ca_system_score_gemma":0.0004619657,"threshold_uncertainty_score":0.9999866},"labels":[],"label_agreement":null},{"id":"W3092134697","doi":"10.1530/ec-20-0405","title":"Association between frailty and risk of fall among diabetic patients","year":2020,"lang":"en","type":"article","venue":"Endocrine Connections","topic":"Frailty in Older Adults","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Diabetes mellitus; Observational study; Type 2 diabetes; Epidemiology; Demography; Gerontology; Balance (ability); Internal medicine; Physical therapy","score_opus":0.019485412715767775,"score_gpt":0.2579600362922459,"score_spread":0.2384746235764781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092134697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944156,0.000043871467,0.00017961049,0.0031267502,0.00011481582,0.00031916372,0.00014177588,0.00008775546,0.0015707012],"genre_scores_gemma":[0.9984736,0.00007381436,0.00023689958,0.00011451085,0.00018984864,0.00001669782,0.00007121861,0.00001451957,0.00080891844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990982,0.00005777633,0.0002599936,0.0001995654,0.00020860834,0.00017586861],"domain_scores_gemma":[0.99899596,0.0003497345,0.0001695554,0.00013838711,0.0001729942,0.00017335823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000053931883,0.000104707884,0.00026368714,0.000061014005,0.000074227966,0.000008782256,0.000042884403,0.000044648925,0.00010137343],"category_scores_gemma":[0.0026738292,0.00010371526,0.00006628437,0.00021655447,0.000041363623,0.00008301277,0.000049023194,0.00023727653,0.000026270765],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008419034,0.00005331037,0.99383485,0.000043287426,0.00025328933,0.000001357106,0.00027414277,0.0000054441043,0.00008228173,0.00002437687,0.0034063892,0.0020128647],"study_design_scores_gemma":[0.0019347658,0.00035325106,0.9889064,0.000033419863,0.00047756347,8.630635e-7,0.00006671492,0.00015917873,0.0016894982,0.000052401017,0.0062388964,0.0000870347],"about_ca_topic_score_codex":0.00042282065,"about_ca_topic_score_gemma":0.0001484246,"teacher_disagreement_score":0.0049284245,"about_ca_system_score_codex":0.000061294704,"about_ca_system_score_gemma":0.000019390951,"threshold_uncertainty_score":0.42293856},"labels":[],"label_agreement":null},{"id":"W3092168040","doi":"10.1007/s41999-020-00408-w","title":"Long-term effects of the Montreal museum of fine arts participatory activities on frailty in older community dwellers: results of the A-Health study","year":2020,"lang":"en","type":"article","venue":"European Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Museum of Fine Arts of Quebec; McGill University; Jewish General Hospital; McGill University Health Centre","funders":"Lady Davis Institute for Medical Research","keywords":"Medicine; Intervention (counseling); Gerontology; Longitudinal study; Nursing","score_opus":0.06886971578013883,"score_gpt":0.31446099592696,"score_spread":0.24559128014682113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092168040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98580015,0.00044467684,0.000007152728,0.008915956,0.00043945448,0.001994268,0.000026212147,0.000031277294,0.00234085],"genre_scores_gemma":[0.99844825,0.00006891369,0.000011963524,0.0009432758,0.0002685785,0.000010784472,0.000010740487,0.000047012414,0.00019047987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99428946,0.0030028895,0.0012467004,0.00030597945,0.0008294875,0.00032549925],"domain_scores_gemma":[0.9960321,0.0013153799,0.0009306739,0.001432158,0.000094083094,0.00019559672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017894461,0.00029184917,0.0009757515,0.00015047728,0.00009774095,0.0000027349313,0.00060273864,0.000050079092,0.00003702556],"category_scores_gemma":[0.0033138818,0.0001625218,0.00014207864,0.00094428845,0.0004493942,0.00004301765,0.00034559533,0.00086896867,0.0000039145684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0073775537,0.010797082,0.5045681,0.0095717115,0.0007258721,0.000311661,0.36991355,0.00028808403,0.013366871,0.000019392772,0.049854685,0.03320542],"study_design_scores_gemma":[0.011880112,0.005171174,0.97397906,0.0020710512,0.00018914505,0.0000050395984,0.0023296115,0.00003944003,0.004151027,0.0000025815368,0.00007637672,0.000105370105],"about_ca_topic_score_codex":0.0012571214,"about_ca_topic_score_gemma":0.0006704078,"teacher_disagreement_score":0.46941096,"about_ca_system_score_codex":0.000070115944,"about_ca_system_score_gemma":0.00016000369,"threshold_uncertainty_score":0.6627447},"labels":[],"label_agreement":null},{"id":"W3092198728","doi":"10.1016/j.jgo.2020.09.025","title":"Measuring functional status of older adults with cancer with patient and performance-based measures, a how-to guide: A young society of geriatric oncology and nursing and allied health initiative","year":2020,"lang":"en","type":"review","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Geriatric oncology; Medicine; Scopus; Clinical Oncology; Guideline; Quality of life (healthcare); Cancer; Family medicine; Gerontology; MEDLINE; Internal medicine; Oncology; Nursing; Pathology","score_opus":0.06230041151628981,"score_gpt":0.33476631871893364,"score_spread":0.27246590720264385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092198728","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019268855,0.97444123,0.00075855764,0.0027930448,0.00039767174,0.002104142,0.00010175677,0.000012977531,0.000121749166],"genre_scores_gemma":[0.017739154,0.96737164,0.0139266355,0.00033622028,0.00044081884,0.000074455966,0.000021349106,0.00007425242,0.00001548557],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.995924,0.00048450785,0.0016713779,0.0005237629,0.0008200585,0.0005763011],"domain_scores_gemma":[0.99349046,0.0005724968,0.003826939,0.00018879063,0.0012028383,0.0007184541],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007914518,0.000547836,0.0039583365,0.00061723316,0.0001127021,0.000017623583,0.000101477606,0.00041538943,0.000019766314],"category_scores_gemma":[0.00020499868,0.000375412,0.00022442294,0.00083570776,0.00035667224,0.00014380843,0.00006641955,0.0009965478,2.3933293e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0051359795,0.00044840257,0.0024464987,0.018650953,0.0012402113,0.000087599896,0.0072770556,0.000026024865,0.0000071742597,0.0000012907841,0.0034211453,0.96125764],"study_design_scores_gemma":[0.037391417,0.09280962,0.036859162,0.079263374,0.010311513,0.010758993,0.00508404,0.00023486273,0.000029243067,0.0000041528197,0.72610694,0.0011466523],"about_ca_topic_score_codex":0.00014701145,"about_ca_topic_score_gemma":0.00013227336,"teacher_disagreement_score":0.960111,"about_ca_system_score_codex":0.002455747,"about_ca_system_score_gemma":0.014028522,"threshold_uncertainty_score":0.99986976},"labels":[],"label_agreement":null},{"id":"W3092272142","doi":"10.1093/eurpub/ckaa165.884","title":"Aerobic or strength training and flexibility activities and mild cognitive impairment: CETI cohort","year":2020,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Safe Engineering Services & Technologies (Canada)","funders":"","keywords":"Aerobic exercise; Montreal Cognitive Assessment; Cognition; Gerontology; Physical therapy; Medicine; Telephone interview; Psychology; Logistic regression; Cohort study; Prospective cohort study; Physical fitness; Cohort; Cognitive impairment; Psychiatry; Internal medicine","score_opus":0.1532760843593162,"score_gpt":0.34091514220679764,"score_spread":0.18763905784748144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092272142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9547272,0.0009029521,0.0008708062,0.041529473,0.0001025917,0.00035158082,0.000025661957,0.000039285525,0.0014504832],"genre_scores_gemma":[0.9921954,0.0007275954,0.001382062,0.0050703376,0.00044097734,8.597721e-7,0.0000077702925,0.000035111487,0.00013988811],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99690783,0.001415284,0.00066289207,0.00025677975,0.0003582909,0.00039891835],"domain_scores_gemma":[0.9977586,0.00026846377,0.0004099214,0.00010654451,0.0001589317,0.0012975283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044376096,0.00017784693,0.000537998,0.000119991026,0.00012253929,0.00007976678,0.000087393644,0.000023765298,0.00012294912],"category_scores_gemma":[0.0012113111,0.0001330688,0.000059543792,0.00018529553,0.00020432031,0.00031075254,0.00006832223,0.00058274216,0.000004126654],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007523136,0.00050130347,0.066696234,0.0009801241,0.00056969427,0.0009792208,0.07444934,0.0000013414366,0.00011843226,0.00004386882,0.007885372,0.8470228],"study_design_scores_gemma":[0.011801286,0.013946527,0.91931534,0.0012450594,0.00012441764,0.0026750842,0.029322626,0.00022508035,0.00008543676,0.00001016355,0.020935522,0.00031346313],"about_ca_topic_score_codex":0.000008717443,"about_ca_topic_score_gemma":0.000007591362,"teacher_disagreement_score":0.8526191,"about_ca_system_score_codex":0.000089012516,"about_ca_system_score_gemma":0.00080361933,"threshold_uncertainty_score":0.5426388},"labels":[],"label_agreement":null},{"id":"W3092386928","doi":"10.1007/s12603-020-1483-4","title":"Potential Efficacy of Pragmatic Exercise Program (SPRINT) During Hospitalization in Older Adults on Health Care and Physical Performance: A Pilot Study","year":2020,"lang":"en","type":"article","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"","keywords":"Sprint; Medicine; Physical therapy; Psychological intervention; Balance (ability); Physical activity; Physical medicine and rehabilitation; Nursing","score_opus":0.013619591794144691,"score_gpt":0.31514938888886335,"score_spread":0.30152979709471867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092386928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833885,0.0016466309,0.00003668874,0.01188447,0.000068253146,0.0029432704,0.0000024884982,0.000026333948,0.0000033976257],"genre_scores_gemma":[0.9972541,0.0017099801,0.00037115547,0.00035662376,0.00025557104,0.000023829281,0.0000066944185,0.000021321302,7.570767e-7],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9981242,0.00022580303,0.00075904315,0.00014436732,0.00049911527,0.0002474917],"domain_scores_gemma":[0.9987823,0.000068764406,0.00060161646,0.00013698841,0.00018866717,0.00022168568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004382886,0.00013929274,0.0005104731,0.00017206922,0.00012351795,0.000013454151,0.00009255163,0.000017987328,0.0000026777932],"category_scores_gemma":[0.00008092288,0.000104847866,0.00004645821,0.0003250322,0.000039925377,0.00013727075,0.00003276562,0.00042996468,9.404059e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018187659,0.036280684,0.045972142,0.05498523,0.00014127535,0.00010010064,0.46510053,0.0018651356,0.00065324246,0.000008888733,0.00044190622,0.3762632],"study_design_scores_gemma":[0.02407806,0.03751388,0.8939503,0.018899059,0.00008522719,0.00011624617,0.021373533,0.0035538413,0.0002957193,0.000005446385,0.000008607561,0.00012010149],"about_ca_topic_score_codex":0.000087298664,"about_ca_topic_score_gemma":0.000007935265,"teacher_disagreement_score":0.8479781,"about_ca_system_score_codex":0.00019882293,"about_ca_system_score_gemma":0.0001905708,"threshold_uncertainty_score":0.4275572},"labels":[],"label_agreement":null},{"id":"W3092496212","doi":"10.1016/j.archger.2020.104279","title":"Frailty syndrome and risk of cardiovascular disease: Analysis from the International Mobility in Aging Study","year":2020,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Medicine; Confounding; Diabetes mellitus; Blood pressure; Life course approach; Gerontology; Disease; Cardiorespiratory fitness; Internal medicine; Demography; Psychology; Endocrinology","score_opus":0.026444531341342493,"score_gpt":0.27188790396366574,"score_spread":0.24544337262232324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092496212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9898848,0.0073663094,0.0011081714,0.0011594681,0.000037341782,0.00026620034,0.00011466156,0.0000071202903,0.000055910863],"genre_scores_gemma":[0.99788874,0.0014178237,0.0005830635,0.000043457545,0.000026958187,0.00000725244,0.000022614093,0.000004111871,0.0000060014686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99896634,0.00020155277,0.00028270547,0.00028764125,0.00016668827,0.00009510151],"domain_scores_gemma":[0.9988004,0.0006898648,0.00010011334,0.00030423395,0.000021256166,0.00008413651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022231536,0.000091022484,0.0004729001,0.000088542394,0.000029059818,0.0000040340124,0.0001304925,0.000030773946,0.000016785407],"category_scores_gemma":[0.0005077558,0.000068414236,0.00015712259,0.00019528123,0.00021420945,0.000033798853,0.00014711275,0.00016104136,2.2660727e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026363938,0.00016505212,0.9821354,0.0000371639,0.004181332,0.000045133107,0.00529008,0.00032255222,0.000017535192,0.000010542926,0.000006698867,0.007524861],"study_design_scores_gemma":[0.001369373,0.00014764875,0.9908638,0.000010324234,0.0030341328,0.0000036140964,0.00091637234,0.0032016954,0.00000855401,0.0003028999,0.000089402485,0.000052156644],"about_ca_topic_score_codex":0.0022492178,"about_ca_topic_score_gemma":0.0004520994,"teacher_disagreement_score":0.008728417,"about_ca_system_score_codex":0.0000050439835,"about_ca_system_score_gemma":0.000027400596,"threshold_uncertainty_score":0.34001595},"labels":[],"label_agreement":null},{"id":"W3092547329","doi":"10.1186/s12877-020-01806-2","title":"The impact of dementia and language on hospitalizations: a retrospective cohort of long-term care residents","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; Institut du Savoir Montfort; Bruyère; University of Ottawa","funders":"Institut du savoir Montfort-Recherche","keywords":"Dementia; Medicine; Cohort; Incidence (geometry); Logistic regression; Delirium; Retrospective cohort study; Odds ratio; Cohort study; Long-term care; Gerontology; Odds; Medical diagnosis; Emergency medicine; Pediatrics; Psychiatry; Internal medicine; Disease","score_opus":0.01111847287839179,"score_gpt":0.2931646016653136,"score_spread":0.2820461287869218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092547329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99545884,0.0031805434,0.00019160438,0.00010688405,0.000054569136,0.00054807373,0.000060940154,0.000019182919,0.0003793865],"genre_scores_gemma":[0.9992262,0.00035606485,0.00020383838,0.000028514452,0.00007636252,0.0000075724215,0.0000407802,0.000015774065,0.000044910008],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991895,0.00003178623,0.00023033364,0.00016072339,0.00027324533,0.000114387396],"domain_scores_gemma":[0.99924004,0.000086599845,0.00015743419,0.00024222219,0.00019728803,0.00007643416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007496904,0.00009635221,0.00021495276,0.000045474742,0.000040962208,0.0000123947975,0.00008481495,0.000050256596,0.000025584473],"category_scores_gemma":[0.00081400044,0.00006690057,0.00008508308,0.0002854238,0.00005683931,0.000032921318,0.00005143559,0.0000751012,0.0000028737227],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012052585,0.0000326386,0.9951149,0.00019960392,0.00012465092,0.000008756569,0.0028540008,0.000013789122,0.00034123147,0.000030327863,0.00091899786,0.00024055601],"study_design_scores_gemma":[0.00092620717,0.0007115243,0.99615616,0.00006166138,0.00018159194,0.0000034101363,0.0005712336,0.000046224082,0.001272869,0.00001034505,0.0000017864888,0.00005696249],"about_ca_topic_score_codex":0.00021107242,"about_ca_topic_score_gemma":0.000043849373,"teacher_disagreement_score":0.0037673675,"about_ca_system_score_codex":0.00007154998,"about_ca_system_score_gemma":0.000096436175,"threshold_uncertainty_score":0.27281258},"labels":[],"label_agreement":null},{"id":"W3092694083","doi":"10.1007/s10522-020-09903-w","title":"Evidence from two cohorts for the frailty syndrome as an emergent state of parallel dysregulation in multiple physiological systems","year":2020,"lang":"en","type":"article","venue":"Biogerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre Hospitalier de l’Université de Montréal; Institut Universitaire de Gériatrie de Montréal; Université de Sherbrooke; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"National Institute on Aging; Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Neuroscience; Psychology; Biology; Medicine","score_opus":0.16644240140906233,"score_gpt":0.3498598533598304,"score_spread":0.18341745195076806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092694083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98807,0.0027876056,0.003747152,0.0034524,0.00032499386,0.0014922731,0.00007023518,0.000047540118,0.000007765259],"genre_scores_gemma":[0.9979775,0.000141489,0.0011408442,0.0002926795,0.000117988464,0.0001548282,0.000121632394,0.000015208965,0.00003782997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984433,0.00017498179,0.0004982609,0.0004232544,0.00019052842,0.0002696679],"domain_scores_gemma":[0.99862516,0.0005949321,0.00018247838,0.0003698778,0.00009598541,0.00013158214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018285528,0.0001638984,0.00054621825,0.000033776214,0.00004047734,0.0000064972323,0.00019926061,0.00011289166,0.000087075925],"category_scores_gemma":[0.0007254861,0.00011219572,0.000088123204,0.00011274634,0.00015162939,0.00008961943,0.000052522362,0.00012458667,0.000020829739],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00781608,0.00075342157,0.7512844,0.0006340902,0.0007485521,0.00032123594,0.00838977,0.018306874,0.18521444,0.0004054634,0.0043338947,0.021791741],"study_design_scores_gemma":[0.002399844,0.0015460148,0.9057389,0.00016504766,0.00007687103,0.000034252236,0.00025345612,0.08830328,0.0006321662,0.00023495071,0.0004767596,0.00013847333],"about_ca_topic_score_codex":0.0052447566,"about_ca_topic_score_gemma":0.00148696,"teacher_disagreement_score":0.18458228,"about_ca_system_score_codex":0.000055019504,"about_ca_system_score_gemma":0.00005739833,"threshold_uncertainty_score":0.7928538},"labels":[],"label_agreement":null},{"id":"W3092739930","doi":"10.1007/s12603-020-1492-3","title":"Screening for and Managing the Person with Frailty in Primary Care: ICFSR Consensus Guidelines","year":2020,"lang":"en","type":"article","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"National Health and Medical Research Council; National Institutes of Health; Les Laboratories Pierre Fabre; Danone; Astellas Pharma; Mylan; Biogen; Cytokinetics; Daiichi Sankyo Europe; Sanofi; Pfizer; AgNovos Healthcare; Teva Pharmaceutical Industries; Nestec; French Dairy Interbranch Organization; Radius Health; U.S. Department of Agriculture","keywords":"Primary care; Medicine; Psychology; Gerontology; Family medicine","score_opus":0.12748135246681502,"score_gpt":0.3577901237646693,"score_spread":0.23030877129785426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092739930","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2721812,0.022758733,0.010238669,0.69362205,0.00008009319,0.0010083168,0.0000106428615,0.000022298691,0.00007795413],"genre_scores_gemma":[0.93384963,0.0019372122,0.0309634,0.032344893,0.00083765184,0.000011118459,0.000009469409,0.00003067312,0.000015955535],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9987143,0.00014099364,0.0005052397,0.00010847057,0.00029510589,0.00023583368],"domain_scores_gemma":[0.99862915,0.00044818746,0.00036395635,0.00011052323,0.00029789977,0.00015030029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010120801,0.00011467562,0.00032218217,0.000091021546,0.00021184285,0.000021775155,0.00009994676,0.000027466791,0.000002386361],"category_scores_gemma":[0.0001779242,0.00006482892,0.000050299604,0.00019242291,0.00008015741,0.0000716536,0.000019405672,0.00042246789,2.6864942e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019565314,0.00056800083,0.044695213,0.031904455,0.0006536544,0.00053703535,0.16677181,0.0032552902,0.0067851576,0.00033086256,0.11191533,0.61301786],"study_design_scores_gemma":[0.10914453,0.017458683,0.28323373,0.07630123,0.0015471613,0.017853752,0.337911,0.05731917,0.0020520133,0.0012357613,0.09446935,0.0014735968],"about_ca_topic_score_codex":0.00012764524,"about_ca_topic_score_gemma":0.00003185304,"teacher_disagreement_score":0.6616684,"about_ca_system_score_codex":0.00012569393,"about_ca_system_score_gemma":0.00017655929,"threshold_uncertainty_score":0.26436466},"labels":[],"label_agreement":null},{"id":"W3092758846","doi":"10.1101/2020.10.11.20210732","title":"Acceleration of health deficit accumulation in late-life: Evidence of terminal decline in frailty index three years before death in the US Health and Retirement study","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Demography; Frailty Index; Gerontology; Medicine; Cohort; Index (typography); Internal medicine","score_opus":0.22677917153884228,"score_gpt":0.4255382441872478,"score_spread":0.1987590726484055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092758846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98499924,0.0012609799,0.00017489582,0.010039273,0.00008848582,0.0034050043,0.0000117526015,0.000013598032,0.00000678864],"genre_scores_gemma":[0.99828494,0.00030039134,0.00037011367,0.0008224401,0.00004572725,0.000093260736,0.00005699947,0.000023212542,0.0000029226533],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961266,0.00059398095,0.0016405872,0.00055993453,0.0007968889,0.0002820048],"domain_scores_gemma":[0.9982446,0.00019826161,0.0007638987,0.0005945364,0.00008434619,0.00011437757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029226288,0.00024925868,0.0009514481,0.0003703128,0.000023980912,0.000017791619,0.00030858087,0.00017158441,0.000009822268],"category_scores_gemma":[0.0009984252,0.00020893283,0.00005303217,0.0004707765,0.00005795591,0.00009176433,0.00036194615,0.0009102296,8.0350253e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033864856,0.0004565203,0.9717786,0.0014467217,0.000016539208,0.000032685908,0.015631827,0.0013084504,0.000023018316,0.000011035411,0.000010174868,0.008945801],"study_design_scores_gemma":[0.0020472736,0.0014998153,0.98165184,0.003575046,0.000017241518,0.0000026838104,0.00054372585,0.010114223,0.000009636756,0.00042849997,0.000005418379,0.00010461768],"about_ca_topic_score_codex":0.011682426,"about_ca_topic_score_gemma":0.053073924,"teacher_disagreement_score":0.0413915,"about_ca_system_score_codex":0.0003168235,"about_ca_system_score_gemma":0.0009715219,"threshold_uncertainty_score":0.99489886},"labels":[],"label_agreement":null},{"id":"W3092913302","doi":"10.1016/j.jamda.2020.10.013","title":"Ethical Considerations During COVID-19: Informed Consent Cannot Be Made in Advance","year":2020,"lang":"en","type":"letter","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; William Osler Health System","funders":"","keywords":"Medicine; Triage; Pandemic; Government (linguistics); Long-term care; Coronavirus disease 2019 (COVID-19); Commission; Family medicine; Gerontology; Medical emergency; Nursing; Law; Political science","score_opus":0.030232668428333703,"score_gpt":0.3435663545302552,"score_spread":0.31333368610192147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3092913302","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06015937,0.00011280174,0.000032701082,0.9378475,0.0011429715,0.0003783624,0.00006359226,0.00004208801,0.00022062025],"genre_scores_gemma":[0.071856625,0.00069208886,0.0003737965,0.9227558,0.003227445,0.000015915946,0.000040184732,0.000049974944,0.0009881867],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929973,0.0010758579,0.0015701462,0.0002889758,0.0035348015,0.0005329054],"domain_scores_gemma":[0.9863889,0.008544344,0.0035557242,0.00032374382,0.0004042029,0.00078307115],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010888106,0.0003415561,0.0013712412,0.00030794603,0.00017655054,0.00004882334,0.00037055768,0.00084349886,0.0003793937],"category_scores_gemma":[0.20447142,0.00024990717,0.00048425526,0.00070513,0.00048870355,0.00009087325,0.0001230919,0.009867849,0.000010508305],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00012020355,0.000056652,0.036238052,0.00030108035,0.00031619644,0.0018765586,0.0008944054,0.0000259491,0.00016821586,0.0000044913786,0.9597995,0.00019864048],"study_design_scores_gemma":[0.005291284,0.00046498337,0.14441234,0.0023784293,0.0006498259,0.001699042,0.00035042246,0.00013607506,0.00030172575,0.00041281054,0.84331316,0.0005898801],"about_ca_topic_score_codex":0.001093274,"about_ca_topic_score_gemma":0.0011731316,"teacher_disagreement_score":0.20338263,"about_ca_system_score_codex":0.0055653793,"about_ca_system_score_gemma":0.009755523,"threshold_uncertainty_score":0.9999953},"labels":[],"label_agreement":null},{"id":"W3093385449","doi":"10.1093/ageing/afaa219","title":"Prevalence of frailty in 62 countries across the world: a systematic review and meta-analysis of population-level studies","year":2020,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1072,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Meta-analysis; Population; Demography; Cochrane Library; CINAHL; Observational study; Gerontology; Confidence interval; Internal medicine; Psychological intervention; Environmental health","score_opus":0.2041001181406468,"score_gpt":0.4350718620999666,"score_spread":0.23097174395931983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093385449","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000058283313,0.9973744,0.000003482121,0.0003504006,0.000010914773,0.0019638853,0.00021400856,0.000007267448,0.000017330014],"genre_scores_gemma":[0.0020091124,0.9961278,0.00007477249,0.00027848355,0.000010252102,0.0001664312,0.00002613658,0.000014800597,0.001292221],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9975736,0.0003093993,0.0013665068,0.00030773308,0.0003021473,0.00014062584],"domain_scores_gemma":[0.9972723,0.0012348737,0.00090610865,0.0004462448,0.00010170354,0.00003877947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007608025,0.00028953538,0.0077344333,0.00016614707,0.000050517705,0.000016597292,0.00014374191,0.00006186718,0.000025977408],"category_scores_gemma":[0.0012884269,0.00014687222,0.0007097991,0.0010785016,0.00015091152,0.00006304966,0.00014683009,0.00021485626,8.6530684e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010083535,0.000008110903,0.000039353064,0.94325686,0.05291383,0.0002100734,0.0009169569,2.8241772e-7,3.859605e-8,0.00002347024,0.000029802773,0.0026002224],"study_design_scores_gemma":[0.00007800421,0.000018583109,0.0009699514,0.26374435,0.7309117,0.000013667446,0.00011107599,0.0000043076666,1.0177739e-7,0.00000942177,0.004024907,0.00011394152],"about_ca_topic_score_codex":0.00012002525,"about_ca_topic_score_gemma":0.00053637,"teacher_disagreement_score":0.6795125,"about_ca_system_score_codex":0.000027844198,"about_ca_system_score_gemma":0.000026443286,"threshold_uncertainty_score":0.59892756},"labels":[],"label_agreement":null},{"id":"W3094102122","doi":"10.1245/s10434-020-09221-y","title":"Will My Patient Survive an Anastomotic Leak? Predicting Failure to Rescue Using the Modified Frailty Index","year":2020,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Colectomy; Internal medicine; Retrospective cohort study; Heart failure; COPD; Colorectal cancer; Colorectal surgery; Surgery; Emergency medicine; Cancer; Abdominal surgery","score_opus":0.14136129108317608,"score_gpt":0.3806290083391418,"score_spread":0.23926771725596574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094102122","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88760287,0.00010294139,0.0006218914,0.10857522,0.0001707986,0.0006777009,0.000034007524,0.00007450712,0.0021400934],"genre_scores_gemma":[0.9917873,0.00006315135,0.00045990603,0.00714541,0.00042732008,0.000016361768,0.00002287243,0.000034650893,0.000043037395],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973246,0.0004332653,0.00068791065,0.00049537845,0.0005247186,0.000534156],"domain_scores_gemma":[0.9977586,0.00051721523,0.00020105872,0.00043034286,0.00045658677,0.0006361607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047980764,0.00024240102,0.0007524952,0.00009994827,0.00011424727,0.000014525025,0.00028569132,0.0003057598,0.00017405475],"category_scores_gemma":[0.00043884217,0.00017388615,0.00017854264,0.00058133196,0.00025299098,0.00020458727,0.00022935001,0.00060517376,0.00001642233],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025863793,0.00733406,0.11581639,0.0012507242,0.0026363858,0.008668061,0.10076643,0.15960851,0.02204807,0.004579136,0.05540371,0.49602473],"study_design_scores_gemma":[0.01099503,0.03336748,0.03648147,0.00076759496,0.00043170445,0.00095898664,0.011146354,0.1324668,0.009444418,0.00052126613,0.7621794,0.0012395087],"about_ca_topic_score_codex":0.00053450087,"about_ca_topic_score_gemma":0.00047094512,"teacher_disagreement_score":0.70677567,"about_ca_system_score_codex":0.00006563481,"about_ca_system_score_gemma":0.0002689529,"threshold_uncertainty_score":0.70908713},"labels":[],"label_agreement":null},{"id":"W3094699515","doi":"10.1016/s2468-2667(20)30228-0","title":"Frailty and mortality in patients with COVID-19","year":2020,"lang":"en","type":"letter","venue":"The Lancet Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Guideline; Nice; Intensive care unit; Cohort study; Cohort; Population; Observational study; Gerontology; Excellence; MEDLINE; Health care; Intensive care; Family medicine; Intensive care medicine; Internal medicine","score_opus":0.13984349388742476,"score_gpt":0.3620467937895017,"score_spread":0.22220329990207696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094699515","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024567397,0.00017855076,0.000064357075,0.9722228,0.00015490102,0.001429886,0.00032066027,0.00015363973,0.0009078214],"genre_scores_gemma":[0.027625412,0.0001246643,0.00019799905,0.96758795,0.0025183323,0.00006142743,0.0014464404,0.000057559544,0.0003802441],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968103,0.0004746189,0.00046050976,0.00057966483,0.0007826984,0.0008921983],"domain_scores_gemma":[0.99778277,0.0002585312,0.00028813994,0.0009990335,0.000079432575,0.0005921094],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00084128336,0.00032905626,0.0011329139,0.00012007739,0.00011995733,0.00006572444,0.0003501039,0.00028662043,0.000118594035],"category_scores_gemma":[0.00087824964,0.00020018224,0.00004374921,0.00040705595,0.00025167386,0.00009157054,0.00012654303,0.0028435234,0.000025790736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004426393,0.00003878513,0.2767205,0.001206716,0.00005642932,0.000081197904,0.00081389066,2.0553861e-7,1.8294745e-8,0.00002404847,0.71961033,0.0014036457],"study_design_scores_gemma":[0.002826055,0.00028790502,0.33456498,0.00010439242,0.000015711055,0.00001064035,0.00002036821,0.000011264071,3.6279275e-8,0.000108217144,0.6619145,0.00013590076],"about_ca_topic_score_codex":0.0019378823,"about_ca_topic_score_gemma":0.000550642,"teacher_disagreement_score":0.057844512,"about_ca_system_score_codex":0.0005531287,"about_ca_system_score_gemma":0.0023024117,"threshold_uncertainty_score":0.99945694},"labels":[],"label_agreement":null},{"id":"W3095042330","doi":"10.1177/0003134820949511","title":"Frailty as a Predictor of Postoperative Morbidity and Mortality Following Liver Resection","year":2020,"lang":"en","type":"article","venue":"The American Surgeon","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Perioperative; Odds ratio; Retrospective cohort study; Surgery; Logistic regression; Frailty Index; Resection; Internal medicine; Cohort; Gastroenterology","score_opus":0.0486024311375964,"score_gpt":0.31703467810024977,"score_spread":0.2684322469626534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095042330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99313927,0.00015084386,0.00007263342,0.004602558,0.00007073734,0.00033078733,0.000021794069,0.00005850954,0.0015528426],"genre_scores_gemma":[0.9975471,0.00009479293,0.00009493461,0.0019705333,0.00008333148,0.000010288003,0.000010391264,0.000015510648,0.00017315192],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989273,0.00015224598,0.0002056147,0.00023307742,0.00031916457,0.00016257833],"domain_scores_gemma":[0.99917626,0.00018987153,0.00014283598,0.00027017467,0.00007605211,0.00014481871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022506039,0.00012138199,0.00037357572,0.000029116982,0.000066069246,0.000008651734,0.0000768905,0.000026400188,0.000073754745],"category_scores_gemma":[0.0006269248,0.00008525361,0.0001053723,0.00031863054,0.00034071348,0.00007465227,0.00007297483,0.00020492126,0.0000151340855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022995118,0.00021623778,0.8824364,0.0001618478,0.00084207224,0.0003053526,0.015098276,0.00002152684,0.072658524,0.00014562433,0.00926809,0.016546564],"study_design_scores_gemma":[0.00075071555,0.0013871812,0.98109865,0.00007200324,0.0001782453,0.00004103952,0.001299977,0.00096720015,0.012269911,0.00005571026,0.0017542216,0.00012512064],"about_ca_topic_score_codex":0.006694916,"about_ca_topic_score_gemma":0.00011943591,"teacher_disagreement_score":0.0986623,"about_ca_system_score_codex":0.000030231462,"about_ca_system_score_gemma":0.00007167166,"threshold_uncertainty_score":0.9999196},"labels":[],"label_agreement":null},{"id":"W3095108158","doi":"10.14740/cr1165","title":"Relationship Between Kihon Checklist Score and Anxiety Levels in Elderly Patients Undergoing Early Phase II Cardiac Rehabilitation","year":2020,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Medicine; Anxiety; Internal medicine; Mood; Depression (economics); Checklist; Rehabilitation; Depressive mood; Physical therapy; Psychiatry; Psychology","score_opus":0.13657747857129035,"score_gpt":0.3965434027187782,"score_spread":0.25996592414748787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095108158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98980266,0.00035461236,0.00006752293,0.0070046294,0.00008907546,0.0011250422,0.00007495424,0.000051289804,0.0014302336],"genre_scores_gemma":[0.9987383,0.000029579236,0.00033883002,0.000070708666,0.0003658759,0.00007898885,0.00016996618,0.00003152106,0.00017621265],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970578,0.0009184699,0.00039740547,0.0006051736,0.0004956804,0.00052544894],"domain_scores_gemma":[0.9964838,0.0023860026,0.000048027436,0.00035993295,0.00040391795,0.00031834506],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0015018395,0.00016103404,0.0006162532,0.0002669744,0.00024790625,0.000023842065,0.00012809773,0.00031137824,0.000008801019],"category_scores_gemma":[0.010186657,0.00016167913,0.00010936228,0.00071990356,0.00047907248,0.00017943629,0.00019942508,0.0011337887,0.00003797821],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023547505,0.000040963238,0.9861676,0.00019585172,0.000048977443,0.000014559579,0.0029461025,0.0000051960146,0.00030633376,0.0001005025,0.002009632,0.0079287905],"study_design_scores_gemma":[0.004500304,0.006285812,0.9866256,0.00011104255,0.000037125537,0.0000035261835,0.00044582362,0.000022574548,0.00006540073,0.0004866108,0.0012869047,0.00012925676],"about_ca_topic_score_codex":0.000062611536,"about_ca_topic_score_gemma":0.000012530892,"teacher_disagreement_score":0.008935678,"about_ca_system_score_codex":0.00021641263,"about_ca_system_score_gemma":0.0002291668,"threshold_uncertainty_score":0.99815094},"labels":[],"label_agreement":null},{"id":"W3095195428","doi":"10.15448/2357-9641.2020.1.37479","title":"Avaliação multidimensional da fragilidade em idosos hospitalizados","year":2020,"lang":"pt","type":"article","venue":"PAJAR - Pan-American Journal of Aging Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Humanities; Art","score_opus":0.07517876238992323,"score_gpt":0.3859515206631663,"score_spread":0.3107727582732431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095195428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9089163,0.011103806,0.0011709527,0.07510578,0.0015414869,0.0011532228,0.000094578616,0.00009697651,0.00081692217],"genre_scores_gemma":[0.9852265,0.0010361196,0.0038423277,0.0033619334,0.0033108036,0.000016141978,0.000021705513,0.00023818875,0.002946282],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.98668694,0.0020580199,0.002140904,0.0010612701,0.0058874297,0.0021654044],"domain_scores_gemma":[0.98961353,0.0019298901,0.0012568779,0.0009871896,0.003321831,0.0028906716],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0040731155,0.0007790501,0.001997624,0.0011762017,0.00051067205,0.00033346933,0.0014911925,0.00024588293,0.0013350451],"category_scores_gemma":[0.0062056296,0.00069845625,0.00076860446,0.0031336595,0.001648656,0.00048581604,0.0007784852,0.00580881,0.0011988285],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034504323,0.0034025065,0.16018878,0.0022499082,0.0034677594,0.011503162,0.08081542,0.00043370208,0.03666669,0.0002040815,0.25328,0.44433755],"study_design_scores_gemma":[0.035344422,0.073724166,0.23157606,0.034895185,0.002910475,0.0077774185,0.3679465,0.028270975,0.034062993,0.00045300287,0.17691739,0.006121419],"about_ca_topic_score_codex":0.0005788825,"about_ca_topic_score_gemma":0.000009926802,"teacher_disagreement_score":0.43821615,"about_ca_system_score_codex":0.0007441539,"about_ca_system_score_gemma":0.0033656473,"threshold_uncertainty_score":0.99957883},"labels":[],"label_agreement":null},{"id":"W3095426460","doi":"10.1080/2090598x.2020.1841538","title":"Frailty impact on postoperative complications and early mortality rates in patients undergoing radical cystectomy for bladder cancer: a systematic review","year":2020,"lang":"en","type":"review","venue":"Arab Journal of Urology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cystectomy; Frailty Index; Bladder cancer; Adverse effect; Hospital readmission; Cancer; Internal medicine; Emergency medicine","score_opus":0.05918538334184608,"score_gpt":0.39776778229006243,"score_spread":0.33858239894821635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095426460","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001989655,0.9901125,0.00005099866,0.0033813242,0.00012171288,0.0042046695,0.000098282224,0.000008532199,0.000032357784],"genre_scores_gemma":[0.007478254,0.9898352,0.00009328388,0.0022054058,0.00006604065,0.00023408246,0.00003574098,0.000043814664,0.000008197211],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9965831,0.00071221066,0.0018129577,0.000325224,0.00028717428,0.00027933062],"domain_scores_gemma":[0.99603283,0.0015718038,0.0014886032,0.0003082277,0.00034288093,0.00025564808],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005376343,0.00040724291,0.0043156124,0.00024612044,0.000054380034,0.000019278812,0.00022794434,0.00024066816,0.000018254525],"category_scores_gemma":[0.002039535,0.00025571178,0.00057263725,0.00026140286,0.000120299206,0.00008195636,0.000041304967,0.0009405781,0.000008664085],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030821838,0.0005381921,0.006144608,0.9399669,0.0049779713,0.00019189516,0.00039701498,0.00000685957,6.231515e-7,0.00011815554,0.0024242983,0.044925224],"study_design_scores_gemma":[0.0068208193,0.01076299,0.021733277,0.88956815,0.014600287,0.0017189592,0.000016712927,0.000043104796,3.9333298e-7,0.000114051305,0.054081846,0.0005394367],"about_ca_topic_score_codex":0.000033806697,"about_ca_topic_score_gemma":0.000028562457,"teacher_disagreement_score":0.051657546,"about_ca_system_score_codex":0.00031957452,"about_ca_system_score_gemma":0.0008398783,"threshold_uncertainty_score":0.9999895},"labels":[],"label_agreement":null},{"id":"W3095921379","doi":"10.1155/2020/6831791","title":"Circulating Interleukin-6 (but Not Other Immune Mediators) Associates with Criteria for Fried’s Frailty among Very Old Adults","year":2020,"lang":"en","type":"article","venue":"Journal of Aging Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Universidade Católica de Brasília; Fundação de Apoio à Pesquisa do Distrito Federal; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Universidade de Brasília","keywords":"Medicine; Immune system; Gerontology; Immunology","score_opus":0.08790762899674232,"score_gpt":0.38488694724532385,"score_spread":0.29697931824858154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3095921379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879028,0.0004686526,0.00021751988,0.009890414,0.00027352112,0.000517261,0.000022227483,0.00003954577,0.00066803757],"genre_scores_gemma":[0.9937859,0.000031186602,0.002698991,0.00092491205,0.0016503776,0.00001889925,0.0000074948402,0.0000909962,0.00079125434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964722,0.00020351469,0.00078906905,0.00031724854,0.0015540529,0.0006639256],"domain_scores_gemma":[0.99609196,0.0010042653,0.00043283805,0.00028441442,0.0016883332,0.00049818505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020519642,0.00022407332,0.00065789477,0.0003589213,0.0001789484,0.00014976102,0.00041075487,0.00015254512,0.00025318237],"category_scores_gemma":[0.0037991009,0.00017137275,0.00024221488,0.00045276652,0.00020755266,0.0003703013,0.00013881447,0.0014170787,0.000020669147],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013798568,0.0012328548,0.5097421,0.005228067,0.0029776269,0.0031597223,0.049159475,0.000065241795,0.2976229,0.000117501804,0.082841344,0.03405465],"study_design_scores_gemma":[0.041201424,0.014772805,0.5221881,0.03116115,0.0006923217,0.0014375318,0.030256001,0.011478258,0.32663012,0.00053485786,0.018039634,0.0016077525],"about_ca_topic_score_codex":0.0002705177,"about_ca_topic_score_gemma":0.000031692758,"teacher_disagreement_score":0.06480171,"about_ca_system_score_codex":0.00034006,"about_ca_system_score_gemma":0.0005747096,"threshold_uncertainty_score":0.6988378},"labels":[],"label_agreement":null},{"id":"W3096157475","doi":"10.1111/jgs.16919","title":"Health Heterogeneity in Older Adults: Exploration in the Canadian Longitudinal Study on Aging","year":2020,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre; Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research; Canada Foundation for Innovation","keywords":"Medicine; Gerontology; Grip strength; Cohort; Demography; Cohort study; Longitudinal study; Physical therapy; Internal medicine","score_opus":0.06438715047104832,"score_gpt":0.3450971051589392,"score_spread":0.2807099546878909,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096157475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8744087,0.00016817595,0.000085256564,0.124596156,0.00015013815,0.00056249334,0.000004841874,0.000005242257,0.000018969653],"genre_scores_gemma":[0.98330456,0.00015251369,0.00040422168,0.015741771,0.0003687502,0.0000070550564,0.000001359208,0.000016640117,0.0000031130462],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786407,0.0003779043,0.0005902793,0.00018754833,0.00066100893,0.00031921422],"domain_scores_gemma":[0.9985667,0.00012056366,0.0006933304,0.0002727176,0.000117804506,0.00022891523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001164809,0.00014917832,0.00044642042,0.00009854521,0.00014581547,0.000045520403,0.00037161788,0.000031573865,0.0000035468177],"category_scores_gemma":[0.00027022438,0.000091002046,0.00025528125,0.0014722754,0.00008104191,0.00012495306,0.000041476185,0.00088552176,0.0000027232409],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016089955,0.00046002184,0.9197308,0.000043649827,0.00006417903,0.000075008145,0.066030376,0.000540471,0.000012710624,0.0000028452885,0.008835307,0.0040437286],"study_design_scores_gemma":[0.0020291288,0.0012239728,0.9677707,0.00011014642,0.000032900305,0.000054295902,0.028131325,0.00031314595,0.000011719464,0.000008789062,0.00022870544,0.000085173495],"about_ca_topic_score_codex":0.036354773,"about_ca_topic_score_gemma":0.07906565,"teacher_disagreement_score":0.10889585,"about_ca_system_score_codex":0.00092333596,"about_ca_system_score_gemma":0.00076751946,"threshold_uncertainty_score":0.9700622},"labels":[],"label_agreement":null},{"id":"W3096345755","doi":"10.1183/13993003.congress-2020.1027","title":"Relationship between health-related quality of life and cognitive function in patientswith cardiorespiratory failure","year":2020,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiorespiratory fitness; Quality of life (healthcare); Cognition; Montreal Cognitive Assessment; Vitality; Internal medicine; Hypoxemia; Physical therapy; Disease; Cognitive impairment; Psychiatry","score_opus":0.09671334438446973,"score_gpt":0.32092650795965355,"score_spread":0.22421316357518384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096345755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99099743,0.0004421136,0.0006343694,0.0064125853,0.000025641943,0.00052699156,0.000032947628,0.000052761196,0.00087518315],"genre_scores_gemma":[0.99802816,0.0000017914253,0.00013044396,0.0016439961,0.000041528845,0.000008269622,0.000082334685,0.000011746045,0.000051705996],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985848,0.00022875123,0.00061015255,0.00021793577,0.00023225055,0.00012611685],"domain_scores_gemma":[0.9989538,0.00042526593,0.00017216575,0.00009727762,0.00011123939,0.00024024706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033616982,0.000095487536,0.00041812434,0.000076725824,0.000029116789,0.000003432863,0.000021925747,0.00010551624,0.000048739756],"category_scores_gemma":[0.0019761438,0.00008526447,0.000039474966,0.00032740028,0.00006939455,0.00008322701,0.000023366078,0.0002761441,0.000014490976],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002511511,0.000026414398,0.99509245,0.00024507035,0.000052719864,0.0000010035423,0.0014376118,0.0000020982216,0.000015227025,0.000117239404,0.0007496835,0.002009347],"study_design_scores_gemma":[0.0035242406,0.0006946386,0.99425095,0.00010002832,0.000048570037,5.169351e-7,0.0010775677,0.00001941631,0.000029397697,0.00007401408,0.000106773856,0.00007389852],"about_ca_topic_score_codex":0.00047201954,"about_ca_topic_score_gemma":0.00017683677,"teacher_disagreement_score":0.007030777,"about_ca_system_score_codex":0.000030426389,"about_ca_system_score_gemma":0.00015347087,"threshold_uncertainty_score":0.34769842},"labels":[],"label_agreement":null},{"id":"W3096492975","doi":"10.4017/gt.2020.19.003.06","title":"Technology for home-based frailty assessment and prediction: A systematic review","year":2020,"lang":"en","type":"review","venue":"Gerontechnology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Gerontology; Computer science; Medicine","score_opus":0.06322303063874833,"score_gpt":0.37812602859959527,"score_spread":0.3149029979608469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096492975","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.615384e-7,0.9678107,0.0053733736,0.01043404,0.00033785382,0.014362443,0.0002926802,0.0012538369,0.00013479685],"genre_scores_gemma":[0.0000065438308,0.9808292,0.0075660488,0.00080502004,0.00010055927,0.009820076,0.00034649,0.00013394862,0.00039214897],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962813,0.00012320693,0.0016464842,0.001088119,0.000296504,0.00056436314],"domain_scores_gemma":[0.99690264,0.00034787107,0.0008424721,0.001522906,0.00021172184,0.00017239264],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003904274,0.0007745035,0.0071291937,0.000772628,0.0000997127,0.000019907513,0.00052606507,0.0017871188,0.00004207332],"category_scores_gemma":[0.0011386841,0.00060598354,0.00061418366,0.0009595954,0.0004246661,0.00004306637,0.00023268811,0.0013330281,0.00006436177],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050030267,0.000053107444,0.0000031853986,0.7434921,0.00045461225,0.000065091495,0.000002439181,7.9042675e-9,4.597441e-7,0.00069823995,0.003579389,0.25164637],"study_design_scores_gemma":[0.00068317493,0.00072909746,3.7070384e-7,0.44034046,0.0067548766,0.0011407388,0.000012159021,0.00003094776,0.0000011105011,0.00011159155,0.54995304,0.00024244211],"about_ca_topic_score_codex":0.0000020026405,"about_ca_topic_score_gemma":0.000004453073,"teacher_disagreement_score":0.54637367,"about_ca_system_score_codex":0.0005396714,"about_ca_system_score_gemma":0.0008819556,"threshold_uncertainty_score":0.99963915},"labels":[],"label_agreement":null},{"id":"W3096759614","doi":"10.1183/13993003.congress-2020.101","title":"Frailty and Risk of COPD Readmission within 30 Days Following Exacerbation of COPD","year":2020,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; COPD; Exacerbation; Odds ratio; Internal medicine; Confidence interval; Risk factor; Copd exacerbation; Group B; Physical therapy; Acute exacerbation of chronic obstructive pulmonary disease","score_opus":0.03239064711141149,"score_gpt":0.2845913975094502,"score_spread":0.2522007503980387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096759614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98798037,0.00033417725,0.0020114195,0.001796911,0.000099970646,0.00035862724,0.000014218316,0.000063594794,0.007340723],"genre_scores_gemma":[0.9917756,0.000097790034,0.006772793,0.00028533052,0.00004977699,0.0000028946695,0.000021983786,0.000017444769,0.0009764038],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989084,0.000050172544,0.00039000984,0.0002186533,0.00032319318,0.000109581124],"domain_scores_gemma":[0.9991949,0.00012466675,0.00019100739,0.00021517808,0.00008205007,0.00019220154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020619547,0.00011486154,0.00034673483,0.000041122174,0.00002989519,0.000004684232,0.000056961337,0.00009700377,0.0003767107],"category_scores_gemma":[0.0010527917,0.00009108502,0.0000680926,0.0001513406,0.000051807874,0.00008790393,0.00005237204,0.00015062107,0.000012145266],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008395861,0.0003144606,0.58521557,0.0016346609,0.0006031713,0.000047197846,0.017305577,0.0001315154,0.3162006,0.00082954066,0.052168984,0.024709152],"study_design_scores_gemma":[0.015245462,0.0033955371,0.28614575,0.0019381953,0.0012781649,0.000028007951,0.0053202063,0.030807752,0.6463267,0.00061489025,0.008319256,0.0005800751],"about_ca_topic_score_codex":0.00030174298,"about_ca_topic_score_gemma":0.000017618933,"teacher_disagreement_score":0.33012608,"about_ca_system_score_codex":0.0000190291,"about_ca_system_score_gemma":0.00006864179,"threshold_uncertainty_score":0.41247177},"labels":[],"label_agreement":null},{"id":"W3097055995","doi":"10.21873/invivo.12200","title":"CT Derived Muscle Measures, Inflammation, and Frailty in a Cohort of Older Cancer Patients","year":2020,"lang":"en","type":"article","venue":"In Vivo","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Akershus Universitetssykehus; University of Alberta","keywords":"Medicine; Sarcopenia; Inflammation; Muscle mass; Cancer; Internal medicine; Cohort; C-reactive protein; Lumbar; Oncology; Physical therapy; Surgery","score_opus":0.022753626766540035,"score_gpt":0.26955270233476647,"score_spread":0.24679907556822644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097055995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968239,0.00019943963,0.0000144377855,0.0017349657,0.000055677316,0.00052128383,0.000017303757,0.0000175852,0.0006154233],"genre_scores_gemma":[0.99927205,0.00008554779,0.00013353911,0.00035332327,0.000043338565,0.00004706106,0.000007600814,0.000013150079,0.000044393393],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990954,0.00003246615,0.00030309003,0.00018891919,0.00024477605,0.00013535863],"domain_scores_gemma":[0.9996037,0.000037907655,0.00006512737,0.00011740467,0.00009239889,0.00008349004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008370448,0.00009224642,0.00023992267,0.0000686143,0.000009376249,0.0000044134504,0.00005307852,0.000043007127,0.00016581343],"category_scores_gemma":[0.0003406574,0.00008821578,0.000020107236,0.00021289062,0.000047783036,0.000072798386,0.000033930308,0.0001286019,0.0000036323465],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047878257,0.00006430668,0.9703769,0.00013854359,0.000017916323,0.000016707572,0.0030732995,0.000028839217,0.014144855,0.0000039975207,0.0009776227,0.011109114],"study_design_scores_gemma":[0.0028201272,0.00006877296,0.9732671,0.00028330018,0.000016807919,9.97532e-7,0.00007444692,0.0003524367,0.02053388,0.000017874081,0.0024830254,0.000081262886],"about_ca_topic_score_codex":0.0015240726,"about_ca_topic_score_gemma":0.0018592774,"teacher_disagreement_score":0.011027851,"about_ca_system_score_codex":0.00006071201,"about_ca_system_score_gemma":0.0000641915,"threshold_uncertainty_score":0.3597335},"labels":[],"label_agreement":null},{"id":"W3097264102","doi":"10.3389/fpsyt.2020.578686","title":"Impact of COVID-19-Related Lockdown on Psychosocial, Cognitive, and Functional Well-Being in Adults With Down Syndrome","year":2020,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Frailty in Older Adults","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Lakehead University","funders":"","keywords":"Psychosocial; Rating scale; Population; Mood; Clinical Dementia Rating; Depression (economics); Medicine; Activities of daily living; Psychology; Cognition; Dementia; Social isolation; Clinical psychology; Psychiatry; Gerontology; Disease; Cognitive impairment; Developmental psychology; Internal medicine","score_opus":0.008034291537546139,"score_gpt":0.26127748876504936,"score_spread":0.2532431972275032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097264102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827848,0.0007721159,0.0008107869,0.0089629255,0.0015317157,0.00084170466,0.00004553127,0.00006575154,0.0041846572],"genre_scores_gemma":[0.99542993,0.000116869014,0.0020060118,0.0020951014,0.00009688487,0.000027710594,0.000089667825,0.000043158354,0.000094640025],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99813753,0.0000846481,0.0004926539,0.0005564211,0.00037985592,0.0003488811],"domain_scores_gemma":[0.9991081,0.00007339983,0.00017339707,0.000186831,0.00005296349,0.00040533423],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014283069,0.00028835973,0.0005813719,0.00040252498,0.000051153846,0.000011350197,0.00008870541,0.00022732576,0.0002609],"category_scores_gemma":[0.00019619617,0.00024918065,0.00011419129,0.00089916115,0.00023102798,0.00011112735,0.000024850733,0.00061629794,0.000015952084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0074137542,0.00045348046,0.9252356,0.00046053826,0.00027222396,0.000116107236,0.002545268,0.00019339309,0.0000073051306,0.000070048234,0.062263317,0.00096892],"study_design_scores_gemma":[0.02279314,0.0035439332,0.96621925,0.0021862008,0.000103806175,0.0001805656,0.0022613897,0.00088597566,0.0000050575327,0.0013260504,0.00015805846,0.00033656033],"about_ca_topic_score_codex":0.00018432517,"about_ca_topic_score_gemma":0.00008593759,"teacher_disagreement_score":0.062105257,"about_ca_system_score_codex":0.00020691646,"about_ca_system_score_gemma":0.0005292876,"threshold_uncertainty_score":0.99999607},"labels":[],"label_agreement":null},{"id":"W3097567126","doi":"","title":"Frailty: risk stratification, measurement and outcomes in surgical and critically ill patients","year":2020,"lang":"en","type":"dissertation","venue":"Minerva Access (University of Melbourne)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Critically ill; Risk stratification; Intensive care medicine; Medicine; Stratification (seeds); Internal medicine; Biology","score_opus":0.036969061156494135,"score_gpt":0.2839993154624258,"score_spread":0.24703025430593167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097567126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914847,0.00052825734,0.000051632716,0.0041662976,0.00012995698,0.00058384944,0.0000677894,0.000029067822,0.0029584747],"genre_scores_gemma":[0.9949669,0.0006179702,0.00090598926,0.00013436843,0.000031561063,0.0000015480377,0.0004579254,0.000027098637,0.0028566145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981344,0.0000939699,0.00033449175,0.0004970396,0.0007277017,0.0002124367],"domain_scores_gemma":[0.99747574,0.000106706495,0.00027118754,0.00023931851,0.0016519548,0.00025509662],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00021339789,0.00026760294,0.00072138105,0.0002548015,0.000105969324,0.000040797484,0.0002513501,0.0002940203,0.00013378773],"category_scores_gemma":[0.0010124774,0.0002906683,0.000094248484,0.00021478934,0.00013168759,0.00030861262,0.000089903675,0.00044203765,0.00000490348],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010945476,0.0008798542,0.8920067,0.0020873814,0.0004419126,0.000260139,0.006253122,0.0000017986812,0.00032982745,0.0002869184,0.0023422097,0.09401561],"study_design_scores_gemma":[0.004056508,0.0002044108,0.9884661,0.0005085805,0.00039441476,0.000004693924,0.0030255164,0.00018514167,0.000083748244,0.00017485811,0.002627762,0.00026828976],"about_ca_topic_score_codex":0.00145617,"about_ca_topic_score_gemma":0.005576481,"teacher_disagreement_score":0.096459396,"about_ca_system_score_codex":0.000094570365,"about_ca_system_score_gemma":0.00015013159,"threshold_uncertainty_score":0.9999545},"labels":[],"label_agreement":null},{"id":"W3097666507","doi":"10.1186/s12877-020-01839-7","title":"Revisiting the hypothesis of syndromic frailty: a cross-sectional study of the structural validity of the frailty phenotype","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health and Social Services Centre University Institute of Geriatrics of Sherbrooke; Université de Sherbrooke; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Institut Universitaire de Gériatrie de Montréal; Centre Hospitalier de l’Université de Montréal; McGill University; Université de Montréal; Montreal General Hospital; Jewish General Hospital","funders":"Canadian Institutes of Health Research; Ministère de la Santé; Ministère de la Santé et des Services sociaux","keywords":"Medicine; Frailty syndrome; Latent class model; Sarcopenia; Construct validity; Gerontology; Cohort; Population; Frailty Index; Psychometrics; Clinical psychology; Internal medicine; Statistics","score_opus":0.11081040039396726,"score_gpt":0.3156196130800196,"score_spread":0.20480921268605234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3097666507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972337,0.00012928213,0.00006508536,0.0007213002,0.0004906276,0.0010541917,0.000099200435,0.00002335888,0.00018325161],"genre_scores_gemma":[0.9985807,0.000006434802,0.000630664,0.00014273984,0.00049515936,0.000007110056,0.0000023647265,0.000028960836,0.000105885476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99734956,0.00034870487,0.0008506262,0.00030774862,0.0009274528,0.00021591395],"domain_scores_gemma":[0.9969883,0.0009099646,0.00078742206,0.00090112764,0.00034816502,0.00006503752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005534272,0.0002043256,0.0004848067,0.00003893063,0.00019166076,0.000021079995,0.0007171733,0.00011870592,0.00014642529],"category_scores_gemma":[0.0038279034,0.00010495007,0.00034546698,0.00085728173,0.00025185404,0.000058246365,0.00037337496,0.00039768527,0.0000045673496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017545164,0.00007920191,0.9925652,0.0004371698,0.00010724426,0.0000010331366,0.0019402578,0.00057299086,0.0032759772,0.000060230763,0.00018227278,0.00060297234],"study_design_scores_gemma":[0.0014481144,0.00020885286,0.9934638,0.000050387753,0.0002567838,0.000019572992,0.00059015985,0.00065423787,0.002933193,0.0001812455,0.000095503114,0.00009811774],"about_ca_topic_score_codex":0.00023097031,"about_ca_topic_score_gemma":0.000031172345,"teacher_disagreement_score":0.0032744762,"about_ca_system_score_codex":0.000060861454,"about_ca_system_score_gemma":0.00028612954,"threshold_uncertainty_score":0.45826343},"labels":[],"label_agreement":null},{"id":"W3098001202","doi":"10.1161/circ.142.suppl_3.15095","title":"Abstract 15095: CSHA Frailty Scale as a Predictor of Hospital Readmission After PCI","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Conventional PCI; Logistic regression; Emergency medicine; Hospital readmission; Retrospective cohort study; Multivariate analysis; Medical record; Internal medicine; Multivariate statistics; Myocardial infarction","score_opus":0.021712722433251487,"score_gpt":0.2702647420061891,"score_spread":0.24855201957293763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3098001202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99168694,0.00013672387,0.00032393885,0.004032015,0.00018845354,0.0004656272,0.000024345376,0.00010381313,0.0030381258],"genre_scores_gemma":[0.9985686,0.000006780549,0.0004004405,0.00042073746,0.00035309847,0.000017464685,0.00011136395,0.000026440744,0.0000950923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988488,0.000014886333,0.0003167376,0.00027507497,0.00039239493,0.0001520946],"domain_scores_gemma":[0.999205,0.000033314358,0.000120452074,0.00025229115,0.00013992882,0.00024899252],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000062205014,0.00012679143,0.00021914074,0.000046974754,0.000024652993,0.00001037244,0.000062367035,0.00014257451,0.0010413585],"category_scores_gemma":[0.0003962668,0.00011936032,0.00010236281,0.00016349427,0.000048230784,0.0001585528,0.000027633621,0.00015901728,0.00020171233],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046433578,0.0003284079,0.9012921,0.0005932205,0.00007010893,0.000045476303,0.004784724,0.000077298064,0.0758682,0.000029185663,0.0039431015,0.012503877],"study_design_scores_gemma":[0.0012506155,0.0002482458,0.9893153,0.00026748521,0.00006106454,0.000008892104,0.00009060159,0.0013049168,0.0056506153,0.00015225349,0.0015306512,0.00011940925],"about_ca_topic_score_codex":0.0000342884,"about_ca_topic_score_gemma":0.0000020180123,"teacher_disagreement_score":0.088023186,"about_ca_system_score_codex":0.000054413827,"about_ca_system_score_gemma":0.0000877897,"threshold_uncertainty_score":0.99987185},"labels":[],"label_agreement":null},{"id":"W3098827864","doi":"10.14738/jbemi.75.8894","title":"Novel Digital Gait Kinematic Solution to Improve Frailty","year":2020,"lang":"en","type":"article","venue":"Journal of Biomedical Engineering and Medical Imaging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gait; Fear of falling; Physical medicine and rehabilitation; Intervention (counseling); Physical therapy; Fall prevention; Medicine; Kinematics; Falling (accident); Poison control; Injury prevention; Medical emergency; Nursing","score_opus":0.012117077821521745,"score_gpt":0.25507921643374387,"score_spread":0.24296213861222213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3098827864","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07427794,0.00069099554,0.77271354,0.15086873,0.0009567724,0.00021225505,0.000014799383,0.000110187146,0.00015481155],"genre_scores_gemma":[0.97961825,0.00004108225,0.014035432,0.0045145475,0.0017015177,0.0000027297658,0.000006868988,0.000033266155,0.00004632311],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976789,0.0000066609173,0.0006631814,0.00019237156,0.0011245288,0.00033439053],"domain_scores_gemma":[0.9972398,0.00012750276,0.0001121916,0.00010122914,0.00012246614,0.0022967735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034900953,0.00017658102,0.00046718956,0.00018318639,0.000027179856,0.00004796879,0.00015131659,0.00010383139,0.00008466532],"category_scores_gemma":[0.006667708,0.00013546851,0.00012052777,0.00029821723,0.00011334968,0.00018562989,0.00010743369,0.0006776417,0.000015104816],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019264127,0.00055406825,0.00039696673,0.0015262282,0.00030730685,0.0016435123,0.0014580953,0.00010232766,0.36206198,0.000057948568,0.021957304,0.6097416],"study_design_scores_gemma":[0.012303356,0.0019486555,0.0062350393,0.005790042,0.00036926,0.010646666,0.00044615782,0.82120246,0.0022954713,0.00003300127,0.13801065,0.00071922474],"about_ca_topic_score_codex":0.0000044823632,"about_ca_topic_score_gemma":7.936611e-8,"teacher_disagreement_score":0.9053403,"about_ca_system_score_codex":0.00005818647,"about_ca_system_score_gemma":0.00017427198,"threshold_uncertainty_score":0.7982351},"labels":[],"label_agreement":null},{"id":"W3102566685","doi":"10.1016/j.jgo.2020.10.018","title":"Perspectives on functional status in older adults with cancer: An interprofessional report from the International Society of Geriatric Oncology (SIOG) nursing and allied health interest group and young SIOG","year":2020,"lang":"en","type":"review","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; University of British Columbia; University of Toronto","funders":"National Cancer Institute; Genomic Health; National Institutes of Health; Pfizer","keywords":"Medicine; Geriatric oncology; Cancer; Gerontology; Population; Adverse effect; Internal medicine; Environmental health","score_opus":0.03742680133131033,"score_gpt":0.3865124738273592,"score_spread":0.3490856724960489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3102566685","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032233223,0.94905394,0.00014978548,0.013434563,0.0032741802,0.0014487051,0.00016970947,0.000017005323,0.0002189119],"genre_scores_gemma":[0.012938052,0.9795625,0.0040750206,0.0005220167,0.0025186283,0.0000543021,0.00019524529,0.00006359442,0.00007058981],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99553937,0.0006275539,0.0020803113,0.000715725,0.0006279522,0.0004091052],"domain_scores_gemma":[0.99397975,0.0013401562,0.0036210916,0.00026961172,0.00039036304,0.0003990145],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010289702,0.00049823313,0.0028011447,0.0004731232,0.000104326435,0.000030438237,0.00029504858,0.00054000464,0.00020404889],"category_scores_gemma":[0.00029726583,0.00031004433,0.00037438193,0.0005008863,0.0003886361,0.00018916655,0.00016532009,0.002108561,0.0000011555417],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0071111848,0.0018783323,0.004285666,0.0017426326,0.0013445665,0.00081808487,0.015385656,0.000003092056,0.000011633255,0.00004457366,0.022806408,0.94456816],"study_design_scores_gemma":[0.02337031,0.022309732,0.13320361,0.056072827,0.0030958103,0.02172462,0.044172592,0.00020901568,0.000001178338,0.00013714269,0.6948145,0.0008886808],"about_ca_topic_score_codex":0.00073650177,"about_ca_topic_score_gemma":0.00083865866,"teacher_disagreement_score":0.9436795,"about_ca_system_score_codex":0.0036880139,"about_ca_system_score_gemma":0.007350403,"threshold_uncertainty_score":0.99993515},"labels":[],"label_agreement":null},{"id":"W3103321222","doi":"10.1101/2020.11.13.20231365","title":"What is the relationship between validated frailty scores and mortality for adults with COVID-19 in acute hospital care? A systematic review","year":2020,"lang":"en","type":"review","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); MEDLINE; Meta-analysis; Grading (engineering); Gerontology; Data extraction; Mortality rate; Grading scale; Demography; Disease; Internal medicine; Infectious disease (medical specialty); Surgery","score_opus":0.10257059002078929,"score_gpt":0.3931916830175414,"score_spread":0.29062109299675215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3103321222","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014199513,0.9727901,0.00006288194,0.0052506705,0.00015085579,0.019710641,0.0005047604,0.00010016736,0.000009930316],"genre_scores_gemma":[0.002594041,0.99147683,0.00013418646,0.0014696897,0.00012718483,0.0029037495,0.0010834285,0.00010956334,0.0001013159],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9958489,0.0006615197,0.0015322766,0.0009175908,0.0006482775,0.0003914672],"domain_scores_gemma":[0.99390566,0.0032657366,0.0008960469,0.0013048695,0.00019141367,0.0004362955],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009900068,0.0007033418,0.004324005,0.00015141803,0.00013831201,0.00011960126,0.000480599,0.0003404023,0.000014852191],"category_scores_gemma":[0.0059089507,0.00038849274,0.0004799915,0.0009136214,0.0002077881,0.00022919558,0.00012544487,0.0008068259,0.000030318879],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016222604,0.000021596808,0.036135327,0.95644754,0.0007582384,0.000103629194,0.0027733617,1.6438273e-8,5.7893925e-9,0.00002128149,0.0006321442,0.003090654],"study_design_scores_gemma":[0.0012645269,0.0003709033,0.0047387,0.90983206,0.020275354,0.00011531807,0.0003948206,0.0000024998565,3.0941112e-7,0.000036041165,0.06249394,0.00047550994],"about_ca_topic_score_codex":0.00007346208,"about_ca_topic_score_gemma":0.00008476779,"teacher_disagreement_score":0.0618618,"about_ca_system_score_codex":0.00035403768,"about_ca_system_score_gemma":0.0008229352,"threshold_uncertainty_score":0.9998567},"labels":[],"label_agreement":null},{"id":"W3103617230","doi":"10.1016/j.ijcha.2020.100671","title":"Association between frailty and self-reported health following heart valve surgery","year":2020,"lang":"en","type":"article","venue":"IJC Heart & Vasculature","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Helsefonden; Odense Universitetshospital","keywords":"Medicine; Association (psychology); Cardiology; Internal medicine; Intensive care medicine; Psychotherapist; Psychology","score_opus":0.04105205894253212,"score_gpt":0.30693791502988765,"score_spread":0.26588585608735554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3103617230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87186134,0.0024655894,0.000054616983,0.12372287,0.00039960985,0.000749793,0.000025445795,0.0005501579,0.00017057812],"genre_scores_gemma":[0.97931236,0.000111414956,0.0026499007,0.016208256,0.0011609691,0.000015383534,0.00022191151,0.000070857415,0.00024894622],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970453,0.00021778239,0.00061804696,0.0006163233,0.0008877883,0.00061475113],"domain_scores_gemma":[0.9980383,0.0004836869,0.00019011987,0.00041470135,0.00013889557,0.00073431607],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010317318,0.00029599754,0.0010624111,0.00009533504,0.00019495172,0.00006284429,0.000057853795,0.0004240687,0.000059875707],"category_scores_gemma":[0.0013123179,0.00028574714,0.0007647723,0.00051405805,0.00002103024,0.00020053438,0.00006395379,0.00083043636,0.000074314376],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014035884,0.000071978844,0.81744665,0.00026713393,0.0018838145,0.000036776724,0.0013180017,0.000003017247,0.0005707845,0.0000020562065,0.17720823,0.0011775427],"study_design_scores_gemma":[0.0010048029,0.00013101805,0.7963269,0.00022239184,0.0005475481,0.000055488308,0.000045782905,0.00006391866,0.00023675211,0.000025412388,0.20111148,0.00022852825],"about_ca_topic_score_codex":0.00021818498,"about_ca_topic_score_gemma":0.000021039406,"teacher_disagreement_score":0.10751462,"about_ca_system_score_codex":0.00027930614,"about_ca_system_score_gemma":0.00039997502,"threshold_uncertainty_score":0.99995947},"labels":[],"label_agreement":null},{"id":"W3104151482","doi":"10.1097/gme.0000000000001681","title":"The impact of frailty in older women undergoing pelvic floor reconstructive surgery","year":2020,"lang":"en","type":"review","venue":"Menopause The Journal of The North American Menopause Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Reconstructive surgery; Pelvic floor; Perioperative; Frailty Index; Comorbidity; Pelvic Floor Disorders; Timed Up and Go test; Sarcopenia; Activities of daily living; MEDLINE; Affect (linguistics); Physical therapy; General surgery; Gerontology; Surgery; Balance (ability); Internal medicine","score_opus":0.026668723088942595,"score_gpt":0.3136959658678005,"score_spread":0.28702724277885794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3104151482","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23465775,0.76079845,0.00001754441,0.0012680904,0.0009215676,0.0020563663,0.00015373675,0.000035991823,0.00009051036],"genre_scores_gemma":[0.033173356,0.9651851,0.000205792,0.0002954561,0.0006256733,0.000048765214,0.0000102959575,0.00019897401,0.00025659907],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915942,0.0021900584,0.003083491,0.00048288514,0.0014523189,0.0011970369],"domain_scores_gemma":[0.98492855,0.005753262,0.0066890954,0.0016148661,0.0004959549,0.00051830127],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0034508642,0.0010881419,0.0049964874,0.00021549864,0.000471898,0.00007813275,0.00193702,0.00021819607,0.00007637641],"category_scores_gemma":[0.0018639431,0.00047555863,0.002066927,0.0032969138,0.0019366588,0.00021777462,0.00052754395,0.0036275352,0.000019809091],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010555008,0.0006370831,0.0073531973,0.007065046,0.015236898,0.0001701033,0.021997863,0.0001985872,0.0000772184,0.0000021767846,0.023453135,0.9227532],"study_design_scores_gemma":[0.01699515,0.018988537,0.12584615,0.109095365,0.036024973,0.02079467,0.05394196,0.00019110649,0.00012456176,0.0004676757,0.61118925,0.0063406215],"about_ca_topic_score_codex":0.00041656234,"about_ca_topic_score_gemma":0.00025727338,"teacher_disagreement_score":0.9164126,"about_ca_system_score_codex":0.003169229,"about_ca_system_score_gemma":0.005854273,"threshold_uncertainty_score":0.9997816},"labels":[],"label_agreement":null},{"id":"W3104188107","doi":"10.1016/s0140-6736(20)32481-8","title":"Age and frailty in COVID-19 vaccine development","year":2020,"lang":"en","type":"letter","venue":"The Lancet","topic":"Frailty in Older Adults","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences North; Dalhousie University","funders":"","keywords":"Medicine; Immunogenicity; Population; Randomized controlled trial; Scopus; Older people; Pandemic; Regimen; Coronavirus disease 2019 (COVID-19); Gerontology; MEDLINE; Internal medicine; Immunology; Disease; Antibody","score_opus":0.07672384936750802,"score_gpt":0.320775921452105,"score_spread":0.24405207208459695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3104188107","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003211093,0.0009650353,0.000044829885,0.9928837,0.00016916497,0.0005794334,0.000034354674,0.000115400806,0.0019969943],"genre_scores_gemma":[0.0026278384,0.0002971121,0.0012377748,0.9864939,0.0051884274,0.00005568008,0.00043118742,0.000046355563,0.0036217317],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998536,0.00008828874,0.00030006067,0.00037237798,0.00031783234,0.00038543844],"domain_scores_gemma":[0.9989352,0.000240074,0.00008915506,0.00059154024,0.000017269303,0.00012676309],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019748049,0.00026455274,0.00083929277,0.000076509015,0.00005505875,0.000035732843,0.00032162076,0.00027472328,0.00025591708],"category_scores_gemma":[0.00047297563,0.00017581778,0.00003837215,0.00016287871,0.000056945708,0.000026495625,0.00017030124,0.001870604,0.00014012013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009936982,0.000009131136,0.0016712243,0.0008516648,0.000063555424,0.004937156,0.0016181634,6.1343144e-7,0.000022776296,0.0000040470086,0.9887697,0.0019525968],"study_design_scores_gemma":[0.0030988513,0.000046918885,0.017073212,0.00036370187,0.000044548735,0.000121854406,0.000025237356,0.000010399723,0.000023297856,0.00027290077,0.97872615,0.00019294464],"about_ca_topic_score_codex":0.00011261219,"about_ca_topic_score_gemma":0.00016139833,"teacher_disagreement_score":0.015401987,"about_ca_system_score_codex":0.00018732912,"about_ca_system_score_gemma":0.00026220205,"threshold_uncertainty_score":0.8126948},"labels":[],"label_agreement":null},{"id":"W3104881199","doi":"10.1136/jnnp-2020-324081","title":"Cumulative health deficits, <i>APOE</i> genotype, and risk for later-life mild cognitive impairment and dementia","year":2020,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Frailty in Older Adults","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; National Institutes of Health; Canadian Frailty Network; National Institute on Aging; Nova Scotia Health Research Foundation; Dalhousie University; Dalhousie Medical Research Foundation; QEII Foundation; Health Sciences Centre Foundation","keywords":"Dementia; Apolipoprotein E; Gerontology; Cognition; Medicine; Cognitive decline; Risk factor; Psychology; Internal medicine; Clinical psychology; Psychiatry; Disease","score_opus":0.028731947072795833,"score_gpt":0.2914053993210289,"score_spread":0.262673452248233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3104881199","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9068352,0.0058286,0.00033601577,0.0848051,0.0014142015,0.0006369112,0.00009695993,0.000028287848,0.000018724148],"genre_scores_gemma":[0.9185387,0.0031968649,0.0009346272,0.07662441,0.00062380556,0.000008314763,0.000008221734,0.00005679748,0.000008286152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975147,0.00032241334,0.0010030799,0.00044534434,0.0002728056,0.0004416094],"domain_scores_gemma":[0.9972275,0.0006658367,0.0010334689,0.00013391285,0.0002071382,0.000732162],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045976893,0.000296284,0.00081982644,0.00017588693,0.00017689668,0.000027730795,0.00008409307,0.00013781081,0.00001969073],"category_scores_gemma":[0.0005063155,0.0002608044,0.00021030653,0.0001810533,0.00016476314,0.00013708495,0.00006892291,0.0008151401,0.000003163602],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076494277,0.00034635674,0.9542168,0.00033862476,0.00053408736,0.000107756365,0.00054656575,0.00003117436,0.00020313168,0.000021145444,0.033868875,0.0021360852],"study_design_scores_gemma":[0.008180607,0.012374428,0.96983165,0.00014392284,0.0008277149,0.0017318275,0.0001050029,0.00055661175,0.00006527498,0.00025925232,0.005689994,0.0002337121],"about_ca_topic_score_codex":0.0000094015695,"about_ca_topic_score_gemma":0.000010868357,"teacher_disagreement_score":0.028178884,"about_ca_system_score_codex":0.000009181623,"about_ca_system_score_gemma":0.00035718497,"threshold_uncertainty_score":0.99998444},"labels":[],"label_agreement":null},{"id":"W3104940576","doi":"10.2196/19000","title":"Improving Physical Activity in Adults Admitted to a Hospital With Interventions Developed and Implemented Through Cocreation: Protocol for a Pre-Post Embedded Mixed Methods Study","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Medicine; Protocol (science); Hospital medicine; Health care; Physical activity; Emergency medicine; Physical therapy; Family medicine; Nursing; Alternative medicine","score_opus":0.2885216436925863,"score_gpt":0.6277291094010959,"score_spread":0.3392074657085096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3104940576","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1741331,1.3439423e-7,0.0077460636,0.0030914342,0.0000021657552,0.8148357,0.000040118015,0.000107474,0.00004380067],"genre_scores_gemma":[0.067022234,1.191338e-8,0.03907375,0.000074578136,0.00010993762,0.8935154,0.000019814332,0.00006556686,0.00011868075],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.995835,0.001036819,0.0005146781,0.000989604,0.00084183057,0.0007820381],"domain_scores_gemma":[0.9971845,0.0005389784,0.00016519493,0.00050417345,0.0011437265,0.00046343904],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013348756,0.00033322163,0.00064231333,0.00022527315,0.00021298739,0.00015070752,0.00029990147,0.00009341597,0.00004814288],"category_scores_gemma":[0.0024910234,0.00026183852,0.000114474526,0.0013526806,0.00013783207,0.000433423,0.00053331914,0.00074553693,0.000007671528],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.18817414,0.0532564,0.06933607,0.041833527,0.0008132763,0.00030808427,0.14799361,0.000009728025,0.044532347,0.00017176139,0.0093459245,0.44422513],"study_design_scores_gemma":[0.13113312,0.2174165,0.5334012,0.022071157,0.000056055702,0.000026009802,0.019397471,0.009246641,0.051635344,0.00010611364,0.014258189,0.0012522211],"about_ca_topic_score_codex":0.00021109491,"about_ca_topic_score_gemma":0.00043453975,"teacher_disagreement_score":0.4640651,"about_ca_system_score_codex":0.00023619574,"about_ca_system_score_gemma":0.00062780234,"threshold_uncertainty_score":0.9999834},"labels":[],"label_agreement":null},{"id":"W3105620674","doi":"10.18632/aging.202140","title":"The reliability, validity, and sensitivity of the Edmonton Frail Scale (EFS) in older adults with foot disorders","year":2020,"lang":"en","type":"article","venue":"Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universitat de València; Generalitat Valenciana","keywords":"Cronbach's alpha; Exploratory factor analysis; Medicine; Gerontology; Activities of daily living; Reliability (semiconductor); Population; Clinical psychology; Internal consistency; Correlation; Psychology; Psychometrics; Physical therapy; Environmental health","score_opus":0.010595767400215853,"score_gpt":0.2378764847621035,"score_spread":0.22728071736188765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3105620674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9486028,0.00012977354,0.00009291702,0.049836032,0.00005982791,0.0005328106,0.0000036474808,0.000028754926,0.00071343646],"genre_scores_gemma":[0.99901515,0.00006047634,0.00012254907,0.0006474933,0.000054659282,0.0000093390145,0.0000016893952,0.000017173192,0.000071446186],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886835,0.00016119664,0.00019338977,0.00027160792,0.00029367805,0.00021180061],"domain_scores_gemma":[0.9989999,0.00043347283,0.0000726445,0.00035909298,0.00005744613,0.00007744402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044160988,0.00012361183,0.00020528292,0.000017795637,0.00009697454,0.000015791295,0.00007757185,0.000044396715,0.000004662889],"category_scores_gemma":[0.00040351867,0.00006799615,0.000046474375,0.00024146082,0.0002622373,0.00006884988,0.00016014847,0.00028553675,0.0000016052953],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017938754,0.00008318473,0.9710171,0.00025127485,0.000014391869,0.000011537801,0.009162789,0.000047048412,0.0007152654,0.000013479627,0.0005474857,0.017957026],"study_design_scores_gemma":[0.001879837,0.00012485421,0.989436,0.00057509134,0.000036977344,0.000018147324,0.0015522214,0.0036234064,0.0020278434,0.00009790193,0.00052595773,0.00010178975],"about_ca_topic_score_codex":0.0011852299,"about_ca_topic_score_gemma":0.0061070174,"teacher_disagreement_score":0.05041237,"about_ca_system_score_codex":0.000029197992,"about_ca_system_score_gemma":0.000044970995,"threshold_uncertainty_score":0.3407859},"labels":[],"label_agreement":null},{"id":"W3105775425","doi":"10.21470/1678-9741-2019-0484","title":"Frailty Significantly Associated with a Risk for Mid-term Outcomes in Elderly Chronic Coronary Syndrome Patients: a Prospective Study","year":2020,"lang":"en","type":"article","venue":"Brazilian Journal of Cardiovascular Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prospective cohort study; Acute coronary syndrome; Term (time); Internal medicine; Intensive care medicine; Cardiology; Myocardial infarction","score_opus":0.024496117116319122,"score_gpt":0.2539579959362513,"score_spread":0.22946187881993216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3105775425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99414635,0.0020417026,0.0004904902,0.00031780463,0.0003228776,0.0025282032,0.00008813354,0.000047250956,0.000017186241],"genre_scores_gemma":[0.99925965,0.00009832635,0.00013840568,0.00010902342,0.00014626187,0.00009173079,0.000027178192,0.000096588534,0.000032805354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957116,0.0005297875,0.0012246646,0.0005298148,0.0014452257,0.00055886974],"domain_scores_gemma":[0.99662024,0.00082844374,0.0007250503,0.00051183096,0.0008824552,0.00043197846],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016884527,0.00043331104,0.0025155446,0.00037023926,0.00009556353,0.00004704319,0.00023884179,0.0001558718,0.0000306926],"category_scores_gemma":[0.003224055,0.0003377041,0.0021069504,0.0006997425,0.000116155104,0.00036692366,0.000043763917,0.0007506897,0.0000067859787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014157217,0.0013537945,0.9659129,0.00015488714,0.01452521,0.0042491094,0.0011526786,0.00045094994,0.000017128436,1.5414525e-7,0.00035380098,0.010413703],"study_design_scores_gemma":[0.016421394,0.007600876,0.97112685,0.00069693127,0.002552112,0.00035788995,0.000572807,0.00003080577,0.000077165176,0.000009196372,0.00019452767,0.00035944878],"about_ca_topic_score_codex":0.000023741548,"about_ca_topic_score_gemma":0.00005019467,"teacher_disagreement_score":0.015005671,"about_ca_system_score_codex":0.00059841905,"about_ca_system_score_gemma":0.00079459144,"threshold_uncertainty_score":0.9999075},"labels":[],"label_agreement":null},{"id":"W3106039091","doi":"10.1161/circ.142.suppl_3.13167","title":"Abstract 13167: Early Mobilization in Postoperative Cardiac Surgical Patients","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Cardiac surgery; Mobilization; Intensive care unit; Adverse effect; Emergency medicine; Surgery; Internal medicine","score_opus":0.02266054434802158,"score_gpt":0.26698049682260006,"score_spread":0.24431995247457847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106039091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995971,0.000059405065,0.00007304455,0.0011273613,0.000109731205,0.0005477585,0.000008938026,0.00005142902,0.0020513376],"genre_scores_gemma":[0.9992731,0.000006265241,0.00004666014,0.00022268054,0.00010573616,0.000014025576,0.00030038622,0.000015384012,0.000015767891],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991519,0.000035562443,0.00023033677,0.00022060658,0.00024026522,0.00012132258],"domain_scores_gemma":[0.99957514,0.00003671492,0.000046770918,0.00010749058,0.0001340798,0.000099824414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000060620565,0.000090405636,0.0001716584,0.000052272615,0.00002506336,0.000015364252,0.000029784718,0.000087571505,0.00009781782],"category_scores_gemma":[0.0001627718,0.000090346184,0.000051940006,0.000244174,0.000020333831,0.00017625088,0.00001161921,0.00013082012,0.00012132016],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006808715,0.000075004195,0.9887434,0.00003003348,0.000010531308,0.000013707041,0.0017645888,0.0006763728,0.0015643152,0.000063485335,0.00013811103,0.00685231],"study_design_scores_gemma":[0.0015334759,0.00007589196,0.9950852,0.000045957062,0.000012456335,9.714043e-7,0.000049506853,0.0021798704,0.00034532987,0.000022728047,0.000562212,0.00008640576],"about_ca_topic_score_codex":0.000044482014,"about_ca_topic_score_gemma":0.0000039257166,"teacher_disagreement_score":0.006765905,"about_ca_system_score_codex":0.000100227146,"about_ca_system_score_gemma":0.000036453774,"threshold_uncertainty_score":0.36842105},"labels":[],"label_agreement":null},{"id":"W3106380749","doi":"10.1007/s11357-020-00293-y","title":"Biomarkers and phenotypic expression in Alzheimer’s disease: exploring the contribution of frailty in the Alzheimer’s Disease Neuroimaging Initiative","year":2020,"lang":"en","type":"article","venue":"GeroScience","topic":"Frailty in Older Adults","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; National Institute of Biomedical Imaging and Bioengineering; Canadian Institutes of Health Research; National Institutes of Health; Genentech; IXICO; H. Lundbeck A/S; Servier; Novartis Pharmaceuticals Corporation; Regione Lazio; Eisai; Northern California Institute for Research and Education; Pfizer; Biogen; BioClinica; F. Hoffmann-La Roche; University of Southern California; European Regional Development Fund; Eli Lilly and Company; U.S. Department of Defense; Meso Scale Diagnostics; Alzheimer's Disease Neuroimaging Initiative; Bristol-Myers Squibb; Alzheimer's Association; Foundation for the National Institutes of Health","keywords":"Dementia; Neuroimaging; Neuropathology; Alzheimer's Disease Neuroimaging Initiative; Medicine; Hippocampus; Disease; Alzheimer's disease; Pittsburgh compound B; Internal medicine; Cognitive decline; Biomarker; Neuropsychology; Cognition; Pathological; Oncology; Clinical Dementia Rating; Psychology; Psychiatry; Biology","score_opus":0.1324535116937573,"score_gpt":0.3222965676928825,"score_spread":0.1898430559991252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106380749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97059155,0.0037422252,0.00040558848,0.023995658,0.00015732965,0.0009379314,0.00002858645,0.000030829262,0.00011028516],"genre_scores_gemma":[0.9972759,0.00011629802,0.00008627156,0.002374029,0.000041877698,0.00008660542,0.0000087103235,0.000009340723,9.753478e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837685,0.00021421982,0.00028056587,0.00038898387,0.00044879311,0.0002905871],"domain_scores_gemma":[0.99898946,0.000341778,0.00010300005,0.00030579665,0.000049963648,0.00020999693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042586407,0.00014446685,0.00018227614,0.000076948876,0.00011693067,0.000034701134,0.00028117604,0.000018518072,0.000008762448],"category_scores_gemma":[0.0012789243,0.00008964296,0.00004089772,0.0007073735,0.00047329895,0.00038655906,0.00014406093,0.0002272605,0.0000030704948],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00205591,0.00044110516,0.8784476,0.00010782948,0.000046201243,0.00036243672,0.025142077,0.0003070003,0.059232976,0.0007407927,0.0009679217,0.03214813],"study_design_scores_gemma":[0.0010023606,0.000069879155,0.98735154,0.00028008237,0.00008656442,0.0000026215455,0.000993697,0.006213683,0.0034360513,0.00022367334,0.00023016543,0.00010969841],"about_ca_topic_score_codex":0.000034070803,"about_ca_topic_score_gemma":0.000010353456,"teacher_disagreement_score":0.1089039,"about_ca_system_score_codex":0.000020397196,"about_ca_system_score_gemma":0.00012329334,"threshold_uncertainty_score":0.36555338},"labels":[],"label_agreement":null},{"id":"W3106560847","doi":"10.1016/j.sjbs.2020.11.058","title":"Frailty, sarcopenia and health related outcomes among elderly patients in Saudi Arabia","year":2020,"lang":"en","type":"article","venue":"Saudi Journal of Biological Sciences","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Deanship of Scientific Research, King Saud University","keywords":"Sarcopenia; Medicine; Comorbidity; Logistic regression; Gerontology; Marital status; Activities of daily living; Physical therapy; Internal medicine; Environmental health; Population","score_opus":0.0849455645913577,"score_gpt":0.3385287089164357,"score_spread":0.253583144325078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106560847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96252257,0.00090243045,0.000013718564,0.035710808,0.00015085808,0.00022946016,0.0000037330626,0.000015785183,0.00045066327],"genre_scores_gemma":[0.99579376,0.0005241988,0.0012021255,0.0023964895,0.00004608967,0.0000010698682,0.000001949784,0.000004242302,0.000030072626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979271,0.00015405321,0.0008138652,0.00028500077,0.00046148992,0.00035846455],"domain_scores_gemma":[0.9987388,0.00017858688,0.00048565454,0.00007222672,0.00009732039,0.00042741536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011026091,0.00015356767,0.00061353995,0.00011171518,0.0001131147,0.000037188085,0.00027097334,0.00011591091,0.00012927716],"category_scores_gemma":[0.0012783599,0.00008468714,0.00009582899,0.0005668003,0.0006733744,0.00020515228,0.00009854864,0.00045551473,0.000010761542],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007068527,0.000096718286,0.9781424,0.00001797264,0.000015282025,0.000043861874,0.00039054384,0.0000054185907,0.00011392134,0.00002360359,0.0008833989,0.020196188],"study_design_scores_gemma":[0.0017126839,0.005667652,0.99087894,0.00021314174,0.000007526403,0.000043385244,0.00019785293,0.0000471811,0.000040591254,0.00071558385,0.00037685427,0.000098612276],"about_ca_topic_score_codex":0.00013293719,"about_ca_topic_score_gemma":0.00006874126,"teacher_disagreement_score":0.03331432,"about_ca_system_score_codex":0.00006015222,"about_ca_system_score_gemma":0.00012774508,"threshold_uncertainty_score":0.34534413},"labels":[],"label_agreement":null},{"id":"W3106764579","doi":"10.1186/s12877-020-01903-2","title":"Mild behavioral impairment is related to frailty in non-dementia older adults: a cross-sectional study","year":2020,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"National Key Research and Development Program of China; Guangdong Provincial Hospital of Traditional Chinese Medicine","keywords":"Dementia; Medicine; Montreal Cognitive Assessment; Logistic regression; Odds ratio; Gerontology; Checklist; Cross-sectional study; Cognition; Odds; Psychiatry; Internal medicine; Psychology; Disease","score_opus":0.039039042442864116,"score_gpt":0.3395051471984569,"score_spread":0.3004661047555928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106764579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99484193,0.00012585026,0.00015419483,0.00092739955,0.00059373066,0.0029988454,0.000074919575,0.00013953036,0.0001436167],"genre_scores_gemma":[0.99515945,0.0000058319224,0.002517404,0.0012339248,0.00024094872,0.0001939364,0.00007223168,0.000060366892,0.0005158831],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99690044,0.00006219484,0.0009202041,0.0008076428,0.0008016345,0.0005078814],"domain_scores_gemma":[0.9986688,0.000048468453,0.00013904163,0.00046105153,0.00021428111,0.00046836218],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000314166,0.00032001012,0.0004325204,0.00025024946,0.000088578636,0.0000747321,0.00024209433,0.00022357394,0.0011376988],"category_scores_gemma":[0.00015341492,0.00032290551,0.00017639498,0.0012711971,0.000032589458,0.00013267281,0.00022549162,0.00046290222,0.00052901066],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006980095,0.0020092695,0.979695,0.00012227938,0.00005963883,0.0000908072,0.009819119,0.000066203196,0.00014326256,0.0000011719607,0.007011803,0.00028342832],"study_design_scores_gemma":[0.011534337,0.0021142857,0.98376703,0.00005675696,0.00013053887,0.000015520965,0.0011124931,0.00040559965,0.00016281077,0.0000060576544,0.0003835687,0.00031102175],"about_ca_topic_score_codex":0.0005450745,"about_ca_topic_score_gemma":0.0001967058,"teacher_disagreement_score":0.010836327,"about_ca_system_score_codex":0.00025207602,"about_ca_system_score_gemma":0.00019688175,"threshold_uncertainty_score":0.9999223},"labels":[],"label_agreement":null},{"id":"W3108524379","doi":"10.11606/s1518-8787.2020054002114","title":"Frailty in community-dwelling older people: comparing screening instruments.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Pearson product-moment correlation coefficient; Poisson regression; Population; Demography; Statistics; Environmental health","score_opus":0.09112934810635073,"score_gpt":0.2780860616765085,"score_spread":0.18695671357015778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3108524379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9809162,0.00012994888,0.0009843175,0.006550193,0.00012857608,0.0010292354,0.0000038223006,0.00019112254,0.010066554],"genre_scores_gemma":[0.9951799,0.000015617135,0.0012913164,0.0027675459,0.0001471926,0.00030156152,0.000051178104,0.00003936042,0.00020631461],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983359,0.00014044682,0.0003991558,0.00024787307,0.00033087557,0.0005457627],"domain_scores_gemma":[0.9990212,0.0001270818,0.00008353771,0.0003569285,0.000043216613,0.00036809256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040542084,0.00019094239,0.0004445036,0.00012031365,0.00012276603,0.000041715906,0.00025398494,0.00009630026,0.000071112656],"category_scores_gemma":[0.00045113984,0.00020005193,0.00007325342,0.0005305538,0.000051035935,0.00017408433,0.00021151558,0.0010886581,0.00003592295],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011731135,0.00015097362,0.8278825,0.00023308703,0.000058267837,0.000023080638,0.004702851,0.00018943321,0.000044385393,0.000038317266,0.0009025305,0.16565722],"study_design_scores_gemma":[0.00344806,0.000036623893,0.98647225,0.00014026005,0.00003500331,0.00001803401,0.0010250404,0.0050083054,0.0006739926,0.000020914322,0.00293341,0.00018808633],"about_ca_topic_score_codex":0.0006343712,"about_ca_topic_score_gemma":0.00036387157,"teacher_disagreement_score":0.16546912,"about_ca_system_score_codex":0.0000916102,"about_ca_system_score_gemma":0.000024486546,"threshold_uncertainty_score":0.8157881},"labels":[],"label_agreement":null},{"id":"W3109213603","doi":"10.1016/j.jcrc.2020.11.021","title":"Frailty and long-term outcomes following critical illness: A population-level cohort study","year":2020,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Toronto; Sunnybrook Hospital; Sunnybrook Health Science Centre; Health Sciences Centre","funders":"Department of Medicine, University of Toronto; Canadian Institutes of Health Research","keywords":"Medicine; Retrospective cohort study; Proportional hazards model; Cohort; Cohort study; Population; Emergency medicine; Gerontology; Internal medicine; Environmental health","score_opus":0.07976068304764244,"score_gpt":0.3994503768655188,"score_spread":0.3196896938178764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109213603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97676337,0.0007786014,0.0008321975,0.020487832,0.0005607477,0.0003459563,0.000019585696,0.000030599556,0.00018112373],"genre_scores_gemma":[0.99641687,0.0000021570033,0.0011523701,0.0019687475,0.00039079727,0.0000059277,0.00000682587,0.000032428055,0.000023849956],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976741,0.0001052485,0.00070158165,0.00025933303,0.0009636379,0.00029606736],"domain_scores_gemma":[0.9977768,0.0006577046,0.000060880146,0.00018554734,0.0006182086,0.0007008406],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00022735764,0.0002100059,0.00076964434,0.00009076556,0.00012339439,0.000078890975,0.00013228533,0.000117672695,0.00013440082],"category_scores_gemma":[0.009656141,0.00016612509,0.0002683597,0.0001348095,0.00012682434,0.00030222218,0.000082873215,0.0005896138,0.0000085743],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008453145,0.0002571381,0.99233824,0.00053842744,0.00010651335,0.0022993728,0.002452793,6.98285e-7,0.000046750607,0.0001517754,0.00009211946,0.0016316155],"study_design_scores_gemma":[0.0022362021,0.0012434451,0.98987496,0.00018121925,0.0010142438,0.00026443432,0.004809823,0.000019783995,0.00003498288,0.0001164352,0.000019822217,0.00018464636],"about_ca_topic_score_codex":0.000014571116,"about_ca_topic_score_gemma":0.000014859694,"teacher_disagreement_score":0.01965354,"about_ca_system_score_codex":0.00009089917,"about_ca_system_score_gemma":0.00008563236,"threshold_uncertainty_score":0.99868596},"labels":[],"label_agreement":null},{"id":"W3109433748","doi":"10.9778/cmajo.20200083","title":"A comparison of 3 frailty measures and adverse outcomes in the intake home care population: a retrospective cohort study","year":2020,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Research Institute for Aging; University of Waterloo","funders":"Canadian Frailty Network; Université de Montréal; Government of Canada; University of Waterloo; McMaster University","keywords":"Medicine; Retrospective cohort study; Emergency department; Emergency medicine; Cohort; Minimum Data Set; Cohort study; Transitional care; Population; Gerontology; Health care; Internal medicine; Nursing homes; Nursing; Environmental health","score_opus":0.0815020443937851,"score_gpt":0.37615094491116985,"score_spread":0.29464890051738474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109433748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922933,0.00012808306,0.0000059985414,0.0022796988,0.000052727388,0.0031715622,0.000020605436,0.000017210195,0.0020308313],"genre_scores_gemma":[0.99921644,0.0000027852373,0.0001251628,0.0004430461,0.00003333491,0.00008377279,0.000027060138,0.0000122992415,0.000056100547],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874,0.00011941415,0.00032671052,0.00027845547,0.00041980183,0.000115596966],"domain_scores_gemma":[0.99932224,0.00006693074,0.00010286274,0.00032784013,0.00011147516,0.00006863059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025107648,0.00012682867,0.00063243136,0.000040581326,0.00004937521,0.000025788304,0.00027482904,0.000047578862,0.00005725919],"category_scores_gemma":[0.0004019356,0.00008603965,0.000039985473,0.00023994298,0.000051965824,0.00010981916,0.00018945953,0.0002342575,0.00000650649],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013781438,0.00018652553,0.9482913,0.000038302056,0.00008002942,0.000017140897,0.049963985,0.0000061311075,0.00001423247,0.00002696121,0.00043693784,0.0008006651],"study_design_scores_gemma":[0.0026002876,0.0007120974,0.95992,0.00005054464,0.00010221699,0.0000029899547,0.036238298,0.000042798623,0.000025906078,0.000024964784,0.00019247776,0.00008743604],"about_ca_topic_score_codex":0.0046821623,"about_ca_topic_score_gemma":0.0057004727,"teacher_disagreement_score":0.013725687,"about_ca_system_score_codex":0.00008128354,"about_ca_system_score_gemma":0.000036328547,"threshold_uncertainty_score":0.70780605},"labels":[],"label_agreement":null},{"id":"W3109823794","doi":"10.1213/ane.0000000000005290","title":"A Bayesian Comparison of Frailty Instruments in Noncardiac Surgery: A Cohort Study","year":2020,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Cohort; Retrospective cohort study; Odds ratio; Odds; Bayes' theorem; Predictive value of tests; Cohort study; Surgery; Bayesian probability; Internal medicine; Emergency medicine; Statistics; Logistic regression","score_opus":0.04015663889529567,"score_gpt":0.30898087415665165,"score_spread":0.26882423526135596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109823794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924407,0.0001629883,0.000046686324,0.00516549,0.000030211697,0.0013479079,0.000002421189,0.000083992956,0.0007195739],"genre_scores_gemma":[0.99835306,0.000021184027,0.0002561409,0.0010669618,0.00008678123,0.00006620615,0.00004083664,0.000049196315,0.000059615442],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971588,0.00022544662,0.00089777954,0.000552355,0.0007563991,0.00040920425],"domain_scores_gemma":[0.99863154,0.0001536864,0.0002481351,0.0005385437,0.00010341206,0.00032469377],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044068744,0.00030718185,0.0014455572,0.00024578246,0.000041740506,0.00001877409,0.00020879443,0.00014100269,0.00014063304],"category_scores_gemma":[0.00018386997,0.00029848088,0.00024922274,0.0009800727,0.000095832,0.00011728989,0.000041044346,0.0003522366,0.00006828318],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028822152,0.0009534086,0.98697525,0.000114334915,0.00020312765,0.00057836826,0.0025107577,0.000012441039,0.00014062761,0.000014501453,0.00324971,0.0049592773],"study_design_scores_gemma":[0.0015676952,0.0007154191,0.9921178,0.00015489831,0.0002185943,0.00006756985,0.001322226,0.0013247438,0.00070871797,0.000010250279,0.0015519538,0.00024012165],"about_ca_topic_score_codex":0.00066700904,"about_ca_topic_score_gemma":0.000103722195,"teacher_disagreement_score":0.0059123496,"about_ca_system_score_codex":0.000084799474,"about_ca_system_score_gemma":0.00019179498,"threshold_uncertainty_score":0.9999467},"labels":[],"label_agreement":null},{"id":"W3110824645","doi":"10.1002/alz.041974","title":"Prevalence of cognitive frailty and associations with other frailty domains in a Spanish community‐dwelling sample","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Dementia; Gerontology; Montreal Cognitive Assessment; Cognitive impairment; Weakness; Medicine; Psychology; Cognitive decline; Psychiatry; Disease","score_opus":0.06781776359229479,"score_gpt":0.30666701784326383,"score_spread":0.23884925425096903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110824645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825133,0.009251064,0.0036185342,0.0015262133,0.000037059162,0.0009528619,0.00046165858,0.00007152678,0.0015677961],"genre_scores_gemma":[0.991872,0.00006715573,0.006403042,0.0014795414,0.000039799215,0.000030041963,0.00006783616,0.0000335985,0.0000069447115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986685,0.00017433315,0.00034806848,0.0002463214,0.00030500654,0.000257763],"domain_scores_gemma":[0.99864435,0.00065351796,0.00018229066,0.00023384688,0.00014221715,0.00014375673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024108196,0.00018043387,0.00032788998,0.000062525505,0.000110942565,0.000018204046,0.00013143574,0.00008745708,0.00028383365],"category_scores_gemma":[0.0004000597,0.0001704453,0.000046339435,0.00028559953,0.00018136205,0.00014096603,0.00009878137,0.00042717374,0.000013180214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020536213,0.00044277724,0.97144043,0.00012419312,0.0061039543,0.000011013533,0.014570752,0.000017153881,0.0011575288,0.00016070146,0.0003281667,0.005437951],"study_design_scores_gemma":[0.0051902896,0.000986219,0.9671371,0.00069082755,0.011896433,0.00000931815,0.0022020754,0.00047276996,0.009773255,0.000274209,0.0010211519,0.00034632266],"about_ca_topic_score_codex":0.0016378125,"about_ca_topic_score_gemma":0.0009423951,"teacher_disagreement_score":0.012368676,"about_ca_system_score_codex":0.000008852834,"about_ca_system_score_gemma":0.00007618458,"threshold_uncertainty_score":0.6950558},"labels":[],"label_agreement":null},{"id":"W3111043519","doi":"10.1093/geroni/igaa057.512","title":"Low Cognitive Function Is Associated With Reduced Functional Fitness Among Community-Dwelling Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Montreal Cognitive Assessment; Activities of daily living; Task (project management); Psychology; Cognitive decline; Gerontology; Physical medicine and rehabilitation; Physical therapy; Medicine; Cognitive impairment; Dementia; Internal medicine","score_opus":0.03495491355028118,"score_gpt":0.27110228534291575,"score_spread":0.23614737179263456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111043519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98413426,0.000017131018,0.010360453,0.003490586,0.00020457809,0.000540863,0.000013919379,0.00019752372,0.0010406873],"genre_scores_gemma":[0.9927359,0.0000016049205,0.00009752777,0.005779482,0.00018402496,0.000057744153,0.00085490785,0.000042840384,0.00024592498],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983004,0.00013154976,0.0005529008,0.00030504153,0.00044823744,0.0002618713],"domain_scores_gemma":[0.99819607,0.00027944343,0.00028817734,0.00016257378,0.0010060781,0.00006766298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043860878,0.00020378736,0.00027788107,0.00035416888,0.00020307765,0.000041645417,0.00007120548,0.00013230348,0.00024764912],"category_scores_gemma":[0.00093160814,0.00020412858,0.000032129043,0.0027431238,0.00010146594,0.00033856937,0.000039167404,0.001013933,0.000028923494],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035472575,0.0012948837,0.87775093,0.00094119826,0.00075808435,0.00013760071,0.06449197,0.0013092504,0.011326317,0.00029218328,0.005469821,0.032680497],"study_design_scores_gemma":[0.008289705,0.00031550776,0.95922595,0.005071498,0.00009387305,0.000013762084,0.007876586,0.008328142,0.010358778,0.00007129554,0.00004037259,0.00031454064],"about_ca_topic_score_codex":0.00011949382,"about_ca_topic_score_gemma":0.000044396267,"teacher_disagreement_score":0.081475005,"about_ca_system_score_codex":0.00014843364,"about_ca_system_score_gemma":0.00010843692,"threshold_uncertainty_score":0.8324122},"labels":[],"label_agreement":null},{"id":"W3111141495","doi":"10.1093/geroni/igaa057.582","title":"The Quantile Frailty Index: A Cutpoint-Free Approach to Biomarker-Based Health Assessment","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Quantile; Frailty Index; Index (typography); National Health and Nutrition Examination Survey; Medicine; Statistics; Quantile regression; Longitudinal data; Health and Retirement Study; Biomarker; Population; Longitudinal study; Gerontology; Econometrics; Computer science; Mathematics; Data mining; Environmental health","score_opus":0.0914309709278753,"score_gpt":0.36852443148803443,"score_spread":0.27709346056015915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111141495","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22916606,0.00010589385,0.2911736,0.46592158,0.00039869625,0.0020269623,0.000023744513,0.00031873657,0.010864714],"genre_scores_gemma":[0.95636135,0.000002773639,0.015643409,0.027547162,0.00011482802,0.00011060871,0.00009280144,0.000029249577,0.000097842436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979426,0.00008886406,0.00074363174,0.00036176524,0.0005086172,0.00035446594],"domain_scores_gemma":[0.9987914,0.00014020059,0.00020067542,0.00053812587,0.00021167332,0.000117913456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009816105,0.00015874738,0.00025208222,0.00031024189,0.00015122967,0.00006909301,0.00028409864,0.00005677056,0.00001669146],"category_scores_gemma":[0.0007642502,0.00012876188,0.00003431362,0.00310801,0.00004931017,0.00008750577,0.00011503879,0.00039507827,0.00001750275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007096784,0.0011247798,0.45151845,0.0017172359,0.00018860592,0.00004638028,0.009318583,0.003188751,0.016705452,0.04638947,0.23042604,0.23866658],"study_design_scores_gemma":[0.008421517,0.0005610316,0.7030011,0.0009316956,0.00001582332,0.000020443698,0.0029150906,0.18846914,0.0015704575,0.0009782121,0.092579484,0.0005359991],"about_ca_topic_score_codex":0.0002098385,"about_ca_topic_score_gemma":0.000031939348,"teacher_disagreement_score":0.72719526,"about_ca_system_score_codex":0.0002919159,"about_ca_system_score_gemma":0.00048830966,"threshold_uncertainty_score":0.5250757},"labels":[],"label_agreement":null},{"id":"W3111405919","doi":"10.1182/blood-2020-140585","title":"Frailty Is Associated with Increased One-Year Mortality in Patients with Newly Diagnosed Diffuse Large-B-Cell Lymphoma: A Population-Based Study","year":2020,"lang":"en","type":"article","venue":"Blood","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Diffuse large B-cell lymphoma; Population; Proportional hazards model; Internal medicine; Retrospective cohort study; Emergency department; Lymphoma","score_opus":0.018294577639944444,"score_gpt":0.24311586310910027,"score_spread":0.22482128546915583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111405919","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969992,0.000013023245,0.000021269441,0.00025970154,0.000020570433,0.002111574,0.00024149011,0.00018894084,0.00014421585],"genre_scores_gemma":[0.99702996,5.255766e-7,0.00032043896,0.0016848625,0.00004752477,0.00009893725,0.00071270927,0.00007861721,0.00002640116],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972813,0.00018351646,0.00045317982,0.0006293603,0.0009970169,0.0004556396],"domain_scores_gemma":[0.9984387,0.00018716256,0.00023318193,0.00055755465,0.00021361886,0.00036974027],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016421356,0.00034654187,0.00066079415,0.000110978646,0.000078440775,0.00003556834,0.00016915542,0.00014041412,0.00009772035],"category_scores_gemma":[0.0005771204,0.00028630177,0.00006903104,0.00076169125,0.00003022847,0.00011961577,0.000046357072,0.00023515492,0.000025608206],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074212905,0.06415251,0.9332271,0.000066208384,0.00031377425,0.00017568689,0.0011774591,0.000009638532,0.000015099283,9.1702685e-7,0.00008713011,0.00003234685],"study_design_scores_gemma":[0.20398405,0.0023846105,0.7919873,0.00017331995,0.0006154993,2.1128047e-7,0.00019189647,0.00018950073,0.00018731032,0.0000018782798,0.000007292968,0.0002771314],"about_ca_topic_score_codex":0.0025750536,"about_ca_topic_score_gemma":0.0029206364,"teacher_disagreement_score":0.20324193,"about_ca_system_score_codex":0.00014246978,"about_ca_system_score_gemma":0.00024966436,"threshold_uncertainty_score":0.99995893},"labels":[],"label_agreement":null},{"id":"W3112092110","doi":"10.1016/s2666-7568(20)30036-2","title":"The Elderly Functional Index (ELFI), a patient-reported outcome measure of functional status in patients with cancer: a multicentre, prospective validation study","year":2020,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Monash University; Eastern Health","keywords":"Cronbach's alpha; Discriminant validity; Quality of life (healthcare); Activities of daily living; Medicine; Intraclass correlation; Physical therapy; Convergent validity; Clinical psychology; Concurrent validity; Exploratory factor analysis; Cancer survivor; Geriatric oncology; Psychometrics; Psychology; Cancer; Internal consistency; Internal medicine","score_opus":0.061324235229493984,"score_gpt":0.3069289558098039,"score_spread":0.2456047205803099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112092110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98571795,0.00018539248,0.00012629306,0.009390472,0.0003060819,0.00404482,0.00007479962,0.000062780804,0.00009141059],"genre_scores_gemma":[0.99840176,0.000027344844,0.000035725483,0.0009399304,0.00022288004,0.00026333574,0.000059629325,0.000025948746,0.000023450986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99680203,0.0003369772,0.00071414193,0.0004270207,0.0012321712,0.0004876305],"domain_scores_gemma":[0.9978329,0.00028738155,0.0005208379,0.0004969017,0.00066381827,0.00019819496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005520621,0.00023197453,0.00056991476,0.000052618787,0.00022453844,0.00002272642,0.0001186524,0.000070060174,0.00005880584],"category_scores_gemma":[0.00072011456,0.00012981331,0.00006101534,0.00058353035,0.00013008164,0.00013393245,0.00006159036,0.00064891984,0.000007031462],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016865022,0.0010260725,0.96730477,0.000113449285,0.00023013684,0.0000059132444,0.0031935333,0.00049573317,0.000005851978,0.00001165979,0.0005390183,0.010208816],"study_design_scores_gemma":[0.014838672,0.0030950936,0.9802461,0.0000709284,0.000120379504,0.000002160056,0.000914079,0.00032314213,0.000017630964,0.000021635231,0.000225263,0.00012491694],"about_ca_topic_score_codex":0.0014018422,"about_ca_topic_score_gemma":0.0030677228,"teacher_disagreement_score":0.012941306,"about_ca_system_score_codex":0.00041337922,"about_ca_system_score_gemma":0.00048245137,"threshold_uncertainty_score":0.52936333},"labels":[],"label_agreement":null},{"id":"W3112353758","doi":"10.1002/alz.046544","title":"Functional fitness assessments predict cognitive outcomes","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognition; Psychology; Test (biology); Psychological intervention; Physical medicine and rehabilitation; Gerontology; Cognitive impairment; Medicine","score_opus":0.06664545606275334,"score_gpt":0.32753590033362434,"score_spread":0.260890444270871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112353758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65727794,0.08430537,0.042647358,0.11098526,0.00835065,0.008262969,0.0009170303,0.002860048,0.08439339],"genre_scores_gemma":[0.9903866,0.00001669266,0.00119674,0.007502987,0.0002919933,0.00006969435,0.00037078754,0.00003960091,0.00012491924],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983248,0.000043380704,0.0003234,0.0004196979,0.00057478796,0.0003139056],"domain_scores_gemma":[0.9991375,0.00010462421,0.000093566654,0.00019130306,0.00017546266,0.00029751935],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000084893196,0.00022890365,0.00031305637,0.000051653664,0.0000907854,0.000031041825,0.0001088636,0.00008507103,0.0032376223],"category_scores_gemma":[0.00010995826,0.00020553748,0.00014097999,0.0001865717,0.000084966814,0.00019054988,0.00011182416,0.0002323966,0.00090059463],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045878938,0.0005152343,0.77615947,0.00003841633,0.051999327,0.00016013076,0.0004571874,0.000009948955,0.00081422273,0.00018227429,0.10760451,0.06160051],"study_design_scores_gemma":[0.005713127,0.0006094142,0.9408543,0.00007456844,0.029879548,0.000029383646,0.0002771788,0.00058872433,0.0068716407,0.000055628912,0.014703097,0.00034340553],"about_ca_topic_score_codex":0.000023939334,"about_ca_topic_score_gemma":0.0000051112343,"teacher_disagreement_score":0.33310866,"about_ca_system_score_codex":0.000006733333,"about_ca_system_score_gemma":0.00011143707,"threshold_uncertainty_score":0.99987733},"labels":[],"label_agreement":null},{"id":"W3112425917","doi":"10.1093/geroni/igaa057.863","title":"Frailty as a Moderator of the Relationship Between Social Isolation and Health Outcomes","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Social isolation; Social support; Moderation; Gerontology; Psychology; Depression (economics); Social engagement; Socioeconomic status; Loneliness; Isolation (microbiology); Interpersonal ties; Activities of daily living; Health and Retirement Study; Clinical psychology; Medicine; Psychiatry; Environmental health; Social psychology; Population","score_opus":0.16512471528630807,"score_gpt":0.3920084235805249,"score_spread":0.22688370829421683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112425917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85893744,0.000016259719,0.0022194462,0.13820463,0.000032910535,0.00024553738,0.0000048217157,0.000025026608,0.00031394063],"genre_scores_gemma":[0.9943048,4.6738367e-7,0.0006541441,0.0048547876,0.000091825386,0.000005888934,0.000019703699,0.000009054779,0.000059351794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991123,0.000041423154,0.00044714802,0.0001206252,0.00018822143,0.000090246074],"domain_scores_gemma":[0.99948215,0.00012023516,0.00020288279,0.000079948295,0.00009249056,0.000022260436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027371856,0.00006426906,0.00017162992,0.00011112823,0.000088795234,0.000010334622,0.00004021242,0.000048983784,0.000007660256],"category_scores_gemma":[0.0007826348,0.000053128475,0.000018036702,0.0009495311,0.000036058336,0.00009880178,0.000030645155,0.00022083899,0.000002427484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005997134,0.0000075534163,0.9819253,0.000079896716,0.0000070715596,1.9086136e-7,0.005499009,0.000006787633,0.00021240143,0.009844178,0.00031414643,0.002097483],"study_design_scores_gemma":[0.0007803278,0.000026455727,0.994701,0.000085597116,0.0000056237295,8.8620044e-7,0.00026637633,0.0005091556,0.00017805149,0.0033029406,0.000101565834,0.000041984884],"about_ca_topic_score_codex":0.00007464948,"about_ca_topic_score_gemma":0.0000075276207,"teacher_disagreement_score":0.13536735,"about_ca_system_score_codex":0.00006264691,"about_ca_system_score_gemma":0.0001190167,"threshold_uncertainty_score":0.21665163},"labels":[],"label_agreement":null},{"id":"W3112591311","doi":"10.1016/j.jgo.2020.12.002","title":"Role of the vulnerable elders survey-13 screening tool in predicting treatment plan modification for older adults with cancer","year":2020,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"Princess Margaret Hospital Foundation","keywords":"Medicine; Gerontology; Cancer; Plan (archaeology); Family medicine; Internal medicine","score_opus":0.038409992033358945,"score_gpt":0.3097950013331122,"score_spread":0.2713850092997533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112591311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99296105,0.0007103956,0.0010221833,0.004171655,0.00017427834,0.00081535126,0.00003306059,0.000006938761,0.00010510411],"genre_scores_gemma":[0.99668825,0.00017852984,0.002410161,0.00019238716,0.00039237316,0.000042569143,0.000008857155,0.000017940492,0.0000689379],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858636,0.00023868236,0.0006007457,0.00015465586,0.0002197661,0.00019981],"domain_scores_gemma":[0.998222,0.00058639835,0.0007103494,0.00012607136,0.00027836976,0.00007683255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058708247,0.000121513585,0.0004818009,0.00010487891,0.000060586717,0.0000061113114,0.00012643228,0.00011155949,0.00003432825],"category_scores_gemma":[0.0005457987,0.00007413754,0.000097066484,0.00033403691,0.000035717076,0.0000849194,0.000016780547,0.00031399872,3.919982e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01190367,0.00064895564,0.8045896,0.00024324216,0.00040650222,0.000027918319,0.0136745125,0.011585717,0.004830143,0.000004698841,0.0018188762,0.15026614],"study_design_scores_gemma":[0.019596979,0.00627252,0.9530145,0.00040758762,0.0003672805,0.00014829135,0.0037418404,0.011035807,0.003470187,0.000010821156,0.0018069467,0.00012725356],"about_ca_topic_score_codex":0.00077645364,"about_ca_topic_score_gemma":0.0009012463,"teacher_disagreement_score":0.15013888,"about_ca_system_score_codex":0.00030150946,"about_ca_system_score_gemma":0.000601708,"threshold_uncertainty_score":0.30232412},"labels":[],"label_agreement":null},{"id":"W3112835385","doi":"10.1002/lio2.491","title":"Evaluation of the <scp>Braden</scp> scale in predicting surgical outcomes in older patients undergoing major head and neck surgery","year":2020,"lang":"en","type":"article","venue":"Laryngoscope Investigative Otolaryngology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"University of Toronto; Physicians' Services Incorporated Foundation","keywords":"Medicine; Logistic regression; Head and neck cancer; Stepwise regression; Complication; Surgery; Univariate analysis; Cohort; Multivariate analysis; Physical therapy; Internal medicine","score_opus":0.03791852606739343,"score_gpt":0.2872761507465105,"score_spread":0.24935762467911704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3112835385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99145424,0.0004698807,0.0000025507632,0.005046307,0.00019750053,0.0017982981,0.000024692543,0.000043584343,0.00096296956],"genre_scores_gemma":[0.99751335,0.000029296665,0.00034226922,0.0017891984,0.000060741815,0.00012103453,0.00004266649,0.00004603825,0.000055388944],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99575424,0.0012942302,0.0009271913,0.0006356402,0.00087727,0.0005114527],"domain_scores_gemma":[0.9969693,0.0018043071,0.00035311386,0.00031612284,0.00028016782,0.00027700997],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011791798,0.0003302056,0.0009596132,0.0002505722,0.00007406731,0.000016475824,0.00019259208,0.00029304484,0.00003670696],"category_scores_gemma":[0.0096404785,0.00026252755,0.00012699356,0.0009039844,0.0007000269,0.00028061416,0.00027787426,0.0007047276,0.000010577328],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023840654,0.0002532811,0.99445045,0.0002684777,0.00007153835,0.0000308608,0.0037130695,0.000032630247,0.0006279402,0.000040002284,0.00023351937,0.00025438098],"study_design_scores_gemma":[0.0070275967,0.00028031837,0.9844855,0.0009790782,0.0001289971,0.00003073886,0.00032491473,0.0027795248,0.003404747,0.00039889684,0.000067980276,0.00009168047],"about_ca_topic_score_codex":0.00029647004,"about_ca_topic_score_gemma":0.0016964396,"teacher_disagreement_score":0.009964932,"about_ca_system_score_codex":0.00018122194,"about_ca_system_score_gemma":0.0005722794,"threshold_uncertainty_score":0.9999827},"labels":[],"label_agreement":null},{"id":"W3113030074","doi":"10.1093/geroni/igaa057.618","title":"The Relationship Between Cognitive Decline and Sedentary Time","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Ambulatory; Psychological intervention; Gerontology; Cognition; Cognitive decline; Sedentary behavior; Physical therapy; Physical activity; Demography; Cognitive impairment; Psychology; Dementia; Internal medicine","score_opus":0.06743163589841533,"score_gpt":0.3363062277502696,"score_spread":0.26887459185185425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113030074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93139106,0.00006233402,0.0007666503,0.06639516,0.000029750427,0.00020497359,0.0000053440735,0.000043156626,0.0011015822],"genre_scores_gemma":[0.9950616,0.0000029255045,0.00030305807,0.004053108,0.00019573784,0.000007981259,0.00010188077,0.000009767673,0.0002639417],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993014,0.00003002597,0.00030218455,0.00012618132,0.0001423565,0.00009790005],"domain_scores_gemma":[0.9987503,0.0009794249,0.0000709208,0.00006103721,0.00010915398,0.000029155834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029868548,0.00006000008,0.00009136011,0.00009071142,0.00008519931,0.000024506111,0.000036010864,0.00003359008,0.00001859403],"category_scores_gemma":[0.0021789218,0.000049698585,0.000008235221,0.00085862,0.000054074404,0.00008994871,0.00004564819,0.00023206935,0.000047780606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021498307,0.0000044230246,0.98962855,0.000019255294,0.000009208451,0.000005918177,0.0008958298,9.895363e-7,0.0002901433,0.0005150907,0.00054562034,0.008063484],"study_design_scores_gemma":[0.0010294362,0.000033555956,0.99548316,0.00014384392,0.000014159269,0.000005831906,0.00032331838,0.00042452037,0.00033780304,0.0011843005,0.00096656487,0.000053505257],"about_ca_topic_score_codex":0.000014070317,"about_ca_topic_score_gemma":0.000003524989,"teacher_disagreement_score":0.06367056,"about_ca_system_score_codex":0.000025714935,"about_ca_system_score_gemma":0.000029657052,"threshold_uncertainty_score":0.26085302},"labels":[],"label_agreement":null},{"id":"W3113032753","doi":"10.1002/alz.044671","title":"Frailty trajectory related to Alzheimer’s dementia after controlling for neuropathological burden","year":2020,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Association of Canadian College and University Teachers of English; Greenfield Research (Canada); Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Neuropathology; Dementia; Cerebral amyloid angiopathy; Medicine; Alzheimer's disease; Hippocampal sclerosis; Longitudinal study; Cognitive decline; Gerontology; Arteriolosclerosis; Cohort; Cohort study; Disease; Internal medicine; Psychology; Psychiatry; Pathology; Temporal lobe","score_opus":0.05667219220685711,"score_gpt":0.3007906573790835,"score_spread":0.2441184651722264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113032753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45312902,0.4289386,0.0148268575,0.079235606,0.003388041,0.013507583,0.0003765635,0.002083171,0.004514576],"genre_scores_gemma":[0.97316873,0.00004567849,0.013168363,0.012317656,0.00053661474,0.0004932934,0.00011833073,0.000128873,0.00002246741],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964869,0.00014424404,0.00091224,0.001053973,0.0005377939,0.0008648632],"domain_scores_gemma":[0.99809194,0.00017413328,0.0001745446,0.00057353685,0.00023145862,0.00075439917],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00033234162,0.0005150211,0.0007418806,0.0001258278,0.00016307626,0.00007179413,0.00036430152,0.00026160266,0.0013829643],"category_scores_gemma":[0.0002758813,0.00048049932,0.00041035723,0.00035853067,0.000118230266,0.00017811937,0.00019489962,0.00045522506,0.0007294354],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015039715,0.0017039636,0.047511164,0.00022785805,0.27340528,0.0033223643,0.013806509,0.0016588068,0.17447956,0.0009103858,0.15575355,0.31218085],"study_design_scores_gemma":[0.027934425,0.008256319,0.09606871,0.00031395923,0.29776835,0.0002774497,0.00057749555,0.010712199,0.055170197,0.00044014855,0.49934092,0.0031398325],"about_ca_topic_score_codex":0.000025723435,"about_ca_topic_score_gemma":0.000009876286,"teacher_disagreement_score":0.52003974,"about_ca_system_score_codex":0.0000088921,"about_ca_system_score_gemma":0.000091826856,"threshold_uncertainty_score":0.9997647},"labels":[],"label_agreement":null},{"id":"W3113041355","doi":"10.1093/neuonc/noaa215.581","title":"NCOG-43. NEUROCOGNITIVE IMPAIRMENT AND FRAILTY IN GERIATRIC PATIENTS WITH HIGH GRADE GLIOMA AND THORACIC MALIGNANCY","year":2020,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neurocognitive; Malignancy; Glioma; Internal medicine; Cohort; Geriatric oncology; Incidence (geometry); Cancer; Physical therapy; Oncology; Cognition","score_opus":0.02019640096826152,"score_gpt":0.2865715662885672,"score_spread":0.2663751653203057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113041355","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98775387,0.00017823068,0.000019051506,0.009945633,0.00018367877,0.0014148656,0.000041962383,0.000083454564,0.0003792718],"genre_scores_gemma":[0.9930456,0.000120725075,0.00062602817,0.0058789346,0.00014454428,0.00008624309,0.000035043988,0.00005093053,0.000011946682],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798644,0.00024117265,0.00037309714,0.0006933875,0.0002763001,0.0004296006],"domain_scores_gemma":[0.9988126,0.00035080817,0.00015742345,0.00018777378,0.000107597465,0.00038378645],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008177143,0.0002942684,0.0005780515,0.00019827248,0.000060911076,0.000019452651,0.00009056193,0.0001782678,0.00004969089],"category_scores_gemma":[0.00031564658,0.00024715197,0.000034025805,0.0005282828,0.0001815931,0.00013140205,0.00016818057,0.00048649276,0.000020825275],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0052461945,0.0019517007,0.8454054,0.00059648324,0.0001088603,0.0068655186,0.004824698,0.0000072374573,0.04395419,0.00005358158,0.0025074247,0.08847874],"study_design_scores_gemma":[0.013788696,0.015470801,0.9590722,0.00009671291,0.00019122884,0.00045589168,0.00020336754,0.00010811619,0.004648665,0.00009224517,0.0055504697,0.00032161718],"about_ca_topic_score_codex":0.000057339927,"about_ca_topic_score_gemma":0.000046539193,"teacher_disagreement_score":0.11366682,"about_ca_system_score_codex":0.000088180495,"about_ca_system_score_gemma":0.00014559919,"threshold_uncertainty_score":0.9999981},"labels":[],"label_agreement":null},{"id":"W3113188955","doi":"10.1093/geroni/igaa057.572","title":"Perceptions and Understandings of Frailty Language: A Scoping Review","year":2020,"lang":"en","type":"review","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Toronto; McMaster University; University of British Columbia","funders":"","keywords":"CINAHL; MEDLINE; Gerontology; Psychological intervention; Inclusion (mineral); Perception; Medicine; Health care; Psychology; Nursing; Social psychology","score_opus":0.1156067446018564,"score_gpt":0.4275843487504556,"score_spread":0.3119776041485992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113188955","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000025824873,0.9955806,0.0004388249,0.0014068068,0.000065505425,0.0014157796,0.000013350083,0.0000463757,0.0010069052],"genre_scores_gemma":[0.00011780333,0.9978028,0.0009371105,0.0006705124,0.000080359285,0.00006198891,0.00016657925,0.000035533012,0.0001273216],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9981406,0.000058051883,0.0011399672,0.00029612478,0.00022045267,0.00014480896],"domain_scores_gemma":[0.99902135,0.00012829967,0.00047251125,0.00022792193,0.00011395738,0.00003597896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038013322,0.00021388332,0.0013678374,0.0005495318,0.000027369566,0.000013814086,0.00007891755,0.00012270098,0.00013684838],"category_scores_gemma":[0.000727237,0.00019723151,0.00008564716,0.0023533765,0.00008144857,0.00008245146,0.000068647576,0.00046942322,0.000012504407],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.848404e-7,0.000012158223,0.000050803315,0.34834248,0.00003008414,0.000019889188,0.0006297023,3.4762138e-8,0.0000117632635,0.00039224103,0.00036696665,0.6501429],"study_design_scores_gemma":[0.000295817,0.000025931715,0.000032016942,0.9102097,0.00027283802,0.00010921832,0.00025452368,0.000004750022,0.0000016996853,0.000028757728,0.08859932,0.00016539337],"about_ca_topic_score_codex":0.00001999844,"about_ca_topic_score_gemma":0.0000071302934,"teacher_disagreement_score":0.6499775,"about_ca_system_score_codex":0.00018898833,"about_ca_system_score_gemma":0.0003216897,"threshold_uncertainty_score":0.8042867},"labels":[],"label_agreement":null},{"id":"W3113225230","doi":"10.1111/jgs.16950","title":"Persistent Functional Decline Following Hospitalization with Influenza or Acute Respiratory Illness","year":2020,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Sinai Hospital; McGill University Health Centre; North York General Hospital; Vancouver Infectious Diseases Centre; University of British Columbia; Dalhousie University; Health Sciences North; Nova Scotia Community College","funders":"Canadian Institutes of Health Research; Public Health Agency of Canada; GlaxoSmithKline","keywords":"Medicine; Cohort study; Observational study; Odds ratio; Activities of daily living; Pediatrics; Internal medicine; Gerontology; Physical therapy","score_opus":0.02945883696214135,"score_gpt":0.2847368264780291,"score_spread":0.25527798951588776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113225230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806546,0.00032769475,0.0048830295,0.0133855725,0.0004605542,0.00021181778,0.000008940458,0.000027365808,0.00004041912],"genre_scores_gemma":[0.95842206,0.0001304361,0.006474265,0.033668347,0.0010960804,0.0000038850553,0.000002549263,0.000046230623,0.00015613293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981329,0.000069089416,0.00049556483,0.0001742394,0.0009170796,0.00021114726],"domain_scores_gemma":[0.9980125,0.000096766606,0.0010090614,0.00022028033,0.00042387698,0.00023752477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031610802,0.00017413372,0.00045773754,0.000038159204,0.00017633913,0.00003965267,0.00024593,0.000050981267,0.000027729666],"category_scores_gemma":[0.00036576553,0.00009740323,0.0008882324,0.0011802906,0.00016964573,0.00017383101,0.000114998715,0.0004167001,0.000003562935],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00881812,0.00067173556,0.75897545,0.00031331458,0.00917547,0.00043340406,0.017594393,0.008824245,0.0147129325,0.0000273499,0.17056124,0.009892367],"study_design_scores_gemma":[0.02880563,0.021695785,0.70917577,0.0006585672,0.012375636,0.0021460892,0.032269932,0.0051699392,0.0024388917,0.00006154179,0.18350886,0.0016933433],"about_ca_topic_score_codex":0.000008439183,"about_ca_topic_score_gemma":0.0000012312294,"teacher_disagreement_score":0.049799636,"about_ca_system_score_codex":0.00025876073,"about_ca_system_score_gemma":0.00059249887,"threshold_uncertainty_score":0.39719886},"labels":[],"label_agreement":null},{"id":"W3113307227","doi":"10.1371/journal.pone.0243972","title":"Frailty and depression predict instrumental activities of daily living in older adults: A population-based longitudinal study using the CARE75+ cohort","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Activities of daily living; Depression (economics); Confounding; Medicine; Gerontology; Cohort; Geriatric Depression Scale; Cohort study; Longitudinal study; Demography; Physical therapy; Internal medicine; Psychiatry; Depressive symptoms; Anxiety","score_opus":0.05490796495712417,"score_gpt":0.2784030520857698,"score_spread":0.22349508712864566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113307227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99792284,0.00014931765,0.0000517371,0.0002823449,0.00002535419,0.0014738815,0.000025397876,0.00004162477,0.000027499374],"genre_scores_gemma":[0.9989509,0.0000061301967,0.0007355128,0.00011254273,0.00009368764,0.000046461984,0.000020933312,0.000024294624,0.000009508429],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854016,0.000091700356,0.00032282236,0.0003147116,0.00056026224,0.00017034903],"domain_scores_gemma":[0.9992874,0.00020403213,0.00012295558,0.0002350266,0.000059674996,0.000090880974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013001575,0.00015359232,0.00037245307,0.00008001861,0.000073016825,0.000017745086,0.00008614322,0.00006052782,0.000053373784],"category_scores_gemma":[0.0003986691,0.00011979971,0.000033536333,0.00019196174,0.00006204602,0.00015126454,0.00009914802,0.0002450993,5.1769916e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002689283,0.0015638679,0.9882321,0.00037097713,0.00016212845,0.000014264708,0.0071525206,0.000031482625,0.0018030299,2.5139593e-7,0.000007455633,0.0003930101],"study_design_scores_gemma":[0.0023619856,0.00036197077,0.96904194,0.0026942145,0.00029123272,0.0000032382732,0.0063250246,0.015659599,0.0031588937,9.247469e-7,1.3989924e-7,0.000100834484],"about_ca_topic_score_codex":0.0019327773,"about_ca_topic_score_gemma":0.00046102412,"teacher_disagreement_score":0.01919014,"about_ca_system_score_codex":0.00009086478,"about_ca_system_score_gemma":0.00006013823,"threshold_uncertainty_score":0.48852906},"labels":[],"label_agreement":null},{"id":"W3113523113","doi":"10.3897/folmed.62.e50433","title":"Quantification of Frailty Syndrome in ICU Patients with Clinical Frailty Scale","year":2020,"lang":"en","type":"review","venue":"Folia Medica","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Medicine; Frailty Index; Frailty syndrome; Gerontology; Institutionalisation; Intensive care unit; Intensive care medicine; Predictive value; Ranking (information retrieval); Internal medicine; Psychiatry; Computer science; Artificial intelligence","score_opus":0.09517182882763599,"score_gpt":0.388588467248353,"score_spread":0.293416638420717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113523113","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022726562,0.99006,0.00016536852,0.00096666126,0.0010791069,0.0035556345,0.00037377665,0.00013115199,0.0013956467],"genre_scores_gemma":[0.0038333088,0.99214417,0.0011082566,0.00018382719,0.0002676244,0.00017471798,0.0016889682,0.00013923974,0.00045991113],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99459416,0.00035032284,0.0023438865,0.0009588077,0.0013000737,0.0004527508],"domain_scores_gemma":[0.9967296,0.00053626596,0.00077649136,0.0011699751,0.00021544711,0.0005722044],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006378166,0.0005701288,0.0039421553,0.00031732532,0.000031644533,0.000010717414,0.00053734827,0.00090349,0.00039029124],"category_scores_gemma":[0.0016154639,0.00041017713,0.0005401842,0.00097174605,0.00044114617,0.00008069723,0.0001395186,0.0015524299,0.00042977344],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010047485,0.0009468704,0.010518586,0.01775164,0.0003612454,0.00020669954,0.000116440795,8.070854e-8,1.213364e-7,0.000019530995,0.008471423,0.9615069],"study_design_scores_gemma":[0.0026394196,0.0010091455,0.04393943,0.03948402,0.0012952725,0.0000829247,0.000014145134,0.00001046336,0.0000011519394,0.00001329377,0.9111502,0.0003605339],"about_ca_topic_score_codex":0.00006696726,"about_ca_topic_score_gemma":0.00005239981,"teacher_disagreement_score":0.96114635,"about_ca_system_score_codex":0.00017647928,"about_ca_system_score_gemma":0.001140921,"threshold_uncertainty_score":0.999835},"labels":[],"label_agreement":null},{"id":"W3113587174","doi":"10.1136/bmjopen-2020-039723","title":"Double-task exercise programmes to strengthen cognitive and vascular health in older adults at risk of cognitive decline: protocol for a randomised clinical trial","year":2020,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Cognition; Cognitive decline; Clinical trial; Randomized controlled trial; Physical therapy; Psychological intervention; Quality of life (healthcare); Gerontology; Disease; Psychiatry; Nursing; Dementia","score_opus":0.13886633760841172,"score_gpt":0.4788049932862412,"score_spread":0.3399386556778295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113587174","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2500108,0.00002317877,0.00015207403,0.003221105,0.00004395764,0.7461828,0.0002136754,0.000030383457,0.00012203047],"genre_scores_gemma":[0.10236635,0.000029581985,0.0030007372,0.002017876,0.00028002725,0.89191055,0.00020869558,0.00006140574,0.00012476991],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9962982,0.00045889983,0.0016003639,0.0008078171,0.00039948383,0.00043524886],"domain_scores_gemma":[0.99618804,0.0018072145,0.00065321673,0.00028701616,0.00042118717,0.00064330583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002940737,0.00030225175,0.0016330052,0.000086576554,0.00007569043,0.00005258387,0.0002559275,0.00017600303,0.00006938543],"category_scores_gemma":[0.0075431983,0.00024455567,0.00028161294,0.0003023681,0.00014134753,0.000121244375,0.000581602,0.0002928655,0.00001578234],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8383532,0.0013597454,0.014607983,0.0010760684,0.0002341798,0.000012355939,0.0063376515,9.901056e-7,9.2084576e-7,0.0000018592805,0.0016532863,0.13636178],"study_design_scores_gemma":[0.94726163,0.01032712,0.0287504,0.009074328,0.00032551284,0.0000040051414,0.0016360311,0.00042879913,0.00015204183,0.000016039197,0.0017275084,0.00029660188],"about_ca_topic_score_codex":0.0004633915,"about_ca_topic_score_gemma":0.0007058704,"teacher_disagreement_score":0.14764445,"about_ca_system_score_codex":0.000048459577,"about_ca_system_score_gemma":0.0006575052,"threshold_uncertainty_score":0.9972691},"labels":[],"label_agreement":null},{"id":"W3113698890","doi":"10.1016/j.jamcollsurg.2020.11.026","title":"Preoperative Frailty Assessment, Operative Severity Score, and Early Postoperative Loss of Independence in Surgical Patients Age 65 Years or Older","year":2020,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Medicine; Odds ratio; Medicaid; Logistic regression; Odds; Depression (economics); Framingham Risk Score; Internal medicine; Physical therapy; Health care; Disease","score_opus":0.024450891645406866,"score_gpt":0.310339557557597,"score_spread":0.28588866591219014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113698890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99572235,0.000048293834,0.000019576682,0.0029366855,0.00009635182,0.0006016677,0.00027625766,0.0000042891656,0.0002945525],"genre_scores_gemma":[0.99822444,0.000104276834,0.00097145594,0.00040347394,0.000029515268,0.0000053114913,0.0000018365138,0.000019920899,0.00023977722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99743706,0.00043671037,0.00086797937,0.00023471996,0.0007917233,0.00023179839],"domain_scores_gemma":[0.9975326,0.00043337507,0.00088517164,0.00021719659,0.000694978,0.00023668422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038417292,0.00021257371,0.0011091207,0.00015063662,0.000054706765,0.00001355353,0.00028533113,0.00006761677,0.00008531956],"category_scores_gemma":[0.000685465,0.00013636459,0.00018147987,0.00093320827,0.00084861735,0.00028113573,0.00020435147,0.0007424448,7.4008466e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019454742,0.00055271556,0.9895693,0.00004765834,0.00023430308,0.0009984847,0.004346305,0.00004182439,0.00061022874,0.000046856636,0.00076574215,0.00084112707],"study_design_scores_gemma":[0.0036259487,0.0025154804,0.9894905,0.00049596344,0.0000767111,0.00018335202,0.0019031296,0.00007438131,0.0012641432,0.000012541893,0.00021758198,0.00014023167],"about_ca_topic_score_codex":0.00046703286,"about_ca_topic_score_gemma":0.00019996295,"teacher_disagreement_score":0.0025332116,"about_ca_system_score_codex":0.00011879006,"about_ca_system_score_gemma":0.00078746496,"threshold_uncertainty_score":0.5560787},"labels":[],"label_agreement":null},{"id":"W3113747990","doi":"10.3233/nha-200103","title":"Preclinical models of frailty: Focus on interventions and their translational impact: A review","year":2020,"lang":"en","type":"review","venue":"Nutrition and Healthy Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Psychological intervention; Medicine; Stressor; Gerontology; Translational research; Intensive care medicine; Pathology; Clinical psychology; Psychiatry","score_opus":0.2862004167723502,"score_gpt":0.49028522658114654,"score_spread":0.20408480980879634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113747990","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004983444,0.97971284,0.00047599952,0.017102072,0.000047967882,0.0020003542,0.0003466762,0.000038865295,0.00027022872],"genre_scores_gemma":[0.00052084564,0.99718326,0.000498846,0.0010881617,0.00018357395,0.00014080717,0.00032936007,0.00003192073,0.000023201823],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980206,0.00019458844,0.0010464418,0.00037761984,0.00018223021,0.0001785458],"domain_scores_gemma":[0.9986867,0.00042422616,0.0003277339,0.00019339117,0.00007919196,0.00028878383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035817298,0.0002792284,0.0018367087,0.00016817992,0.000064715496,0.000012190554,0.000058059948,0.00019610887,0.00009034318],"category_scores_gemma":[0.00009639942,0.0002071586,0.0006729265,0.00020096434,0.000073833304,0.00007411164,0.00002407687,0.0006433699,0.0000056681374],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028008444,0.00019852168,0.0000029897803,0.26439002,0.00008452434,0.0000034797713,0.00009300872,5.3110885e-8,9.015468e-8,0.00029115504,0.0011484058,0.7337597],"study_design_scores_gemma":[0.001544458,0.0007103374,0.00003545574,0.48864064,0.0006350372,0.00019517558,0.000014797214,0.00014042154,2.4948488e-7,0.0015332943,0.50639457,0.00015557674],"about_ca_topic_score_codex":0.000014954569,"about_ca_topic_score_gemma":0.000005141196,"teacher_disagreement_score":0.73360413,"about_ca_system_score_codex":0.000055420827,"about_ca_system_score_gemma":0.00023856116,"threshold_uncertainty_score":0.8447683},"labels":[],"label_agreement":null},{"id":"W3113960545","doi":"10.11606/s1518-8787.2020054002114","title":"Fragilidade em idosos comunitários","year":2020,"lang":"pt","type":"article","venue":"Revista de Saúde Pública","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Demography; Gerontology; Sociology","score_opus":0.03330597328574821,"score_gpt":0.290711450858934,"score_spread":0.2574054775731858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113960545","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32574144,0.0748722,0.014643408,0.48087704,0.0020987361,0.010810663,0.0017489076,0.003438736,0.08576886],"genre_scores_gemma":[0.96080804,0.0010006769,0.0009013453,0.02668916,0.0022440357,0.000061175444,0.0001986846,0.0002361156,0.007860771],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949509,0.0005156962,0.0011872196,0.0010441599,0.0009480522,0.0013539881],"domain_scores_gemma":[0.9954232,0.00048536726,0.0003910399,0.0014638678,0.00031516035,0.0019213855],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00053774175,0.000788858,0.0013918534,0.00019759346,0.00025953865,0.00039637936,0.0009847872,0.00054025097,0.005870884],"category_scores_gemma":[0.003216376,0.000808038,0.0005309941,0.0013771502,0.0002132623,0.00019810887,0.00044423333,0.0019056197,0.0070177834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010001543,0.0010392297,0.021539656,0.008390527,0.0013283525,0.0018793207,0.0262881,0.00003535514,0.0117205335,0.010844191,0.84020025,0.075734355],"study_design_scores_gemma":[0.0038048534,0.0010408587,0.009829026,0.0020139115,0.00085034716,0.00022650676,0.0020895936,0.00612899,0.0009055354,0.000030765576,0.97213286,0.0009467577],"about_ca_topic_score_codex":0.000054940996,"about_ca_topic_score_gemma":0.00001071039,"teacher_disagreement_score":0.6350666,"about_ca_system_score_codex":0.00041209004,"about_ca_system_score_gemma":0.00064098195,"threshold_uncertainty_score":0.99943703},"labels":[],"label_agreement":null},{"id":"W3114265306","doi":"10.1201/b13135-9","title":"Social Vulnerability, Frailty and Mortality in Elderly People","year":2012,"lang":"en","type":"book-chapter","venue":"Apple Academic Press eBooks","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Killam Trusts; Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Vulnerability (computing); Social vulnerability; Gerontology; Medicine; Computer science; Computer security; Psychiatry; Psychological intervention","score_opus":0.08182902761613918,"score_gpt":0.34094983937209605,"score_spread":0.25912081175595686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114265306","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.059014536,0.0073107816,0.00003849224,0.00087931304,0.00037321047,0.0033428236,0.00041405077,0.00034979644,0.928277],"genre_scores_gemma":[0.44991827,0.0008894483,0.00013029232,0.00077201106,0.002104081,0.00031299365,0.00030724652,0.00023953109,0.5453261],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967984,0.00006344481,0.00089481066,0.0008464081,0.00070213305,0.0006948307],"domain_scores_gemma":[0.99835944,0.00022103445,0.0003320092,0.0006636741,0.00008409652,0.00033973865],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.000610874,0.0006426625,0.0012107315,0.00015207015,0.00010622705,0.00002053454,0.0003462956,0.0021065369,0.00015400525],"category_scores_gemma":[0.00009061255,0.0006553675,0.00019309409,0.000014503846,0.00042491715,0.000103625105,0.00046755886,0.003760278,0.00003201168],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077077653,0.00025918215,0.042150527,0.0060968585,0.0014826737,0.00020782035,0.025608258,0.0000013695579,0.0020130512,0.32571438,0.08297229,0.51272285],"study_design_scores_gemma":[0.0034355642,0.00014574593,0.02096584,0.0007438752,0.000809945,0.0001593818,0.00005914424,0.000028833567,0.0006483645,0.03353398,0.93824166,0.0012276933],"about_ca_topic_score_codex":0.00085922604,"about_ca_topic_score_gemma":0.0005610562,"teacher_disagreement_score":0.8552694,"about_ca_system_score_codex":0.00019290281,"about_ca_system_score_gemma":0.0001456494,"threshold_uncertainty_score":0.99958974},"labels":[],"label_agreement":null},{"id":"W3115274696","doi":"10.1111/ajag.12888","title":"Development and validation of a frailty index based on data routinely collected across multiple domains in NSW hospitals","year":2020,"lang":"en","type":"article","venue":"Australasian Journal on Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cohort; Polypharmacy; Medicine; Gerontology; Internal medicine","score_opus":0.06457807812081826,"score_gpt":0.3221674663199572,"score_spread":0.2575893881991389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115274696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938161,0.000009433224,0.0009626996,0.00445434,0.000078443954,0.00035711858,0.00003522375,0.000027343987,0.00025931015],"genre_scores_gemma":[0.99297714,0.000005370352,0.006122942,0.0006251105,0.000094397554,0.0000039540737,0.000074775584,0.000027758102,0.0000685198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980639,0.000085684704,0.00067401776,0.000342547,0.00049331674,0.0003405334],"domain_scores_gemma":[0.99891406,0.00015960717,0.00023486673,0.00029761382,0.000080161684,0.00031371135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045218656,0.0002046068,0.00039007215,0.00015303498,0.0001161738,0.00006658323,0.00022543326,0.000114106835,0.000055908396],"category_scores_gemma":[0.0012337902,0.00018499904,0.000043037646,0.0004605551,0.00005440577,0.00019577665,0.00007495447,0.0006455422,0.000008688611],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020820056,0.00060632866,0.93073064,0.00033996123,0.00020059905,0.003744668,0.013908142,0.0031587882,0.013892127,0.000012515985,0.0018813916,0.02944284],"study_design_scores_gemma":[0.008391945,0.0006856083,0.96008873,0.0012389942,0.00002567992,0.00008305276,0.001020968,0.008224994,0.018864766,0.000005786107,0.0011671014,0.00020237823],"about_ca_topic_score_codex":0.000016803848,"about_ca_topic_score_gemma":0.000049540857,"teacher_disagreement_score":0.029358095,"about_ca_system_score_codex":0.00014102497,"about_ca_system_score_gemma":0.00022419539,"threshold_uncertainty_score":0.7544042},"labels":[],"label_agreement":null},{"id":"W3115305305","doi":"10.1093/geroni/igaa057.3389","title":"The Frailty Index, Missing Data, and Imputation","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Imputation (statistics); Missing data; Statistics; Predictive power; Econometrics; Statistical power; National Health and Nutrition Examination Survey; Computer science; Medicine; Mathematics; Environmental health; Population","score_opus":0.06602666545486821,"score_gpt":0.34308139026630274,"score_spread":0.27705472481143456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115305305","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8122366,0.00026570735,0.03575566,0.1491168,0.00017675759,0.0003193831,0.0000062053145,0.00009830054,0.0020245707],"genre_scores_gemma":[0.994229,0.000010094189,0.0016123906,0.0038589637,0.00014441107,0.000003468945,0.000077104945,0.000009933877,0.000054637738],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992279,0.000019525169,0.00030144473,0.00018395719,0.0001571207,0.00011006976],"domain_scores_gemma":[0.99949765,0.00011081301,0.00008499638,0.00018926195,0.00009005958,0.000027226608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033473328,0.00006114432,0.000080816055,0.00008269677,0.0000863872,0.000059146994,0.00008600148,0.00003271961,0.0000064752467],"category_scores_gemma":[0.00091808324,0.000049421917,0.000004460553,0.0008182929,0.000043016516,0.00019442495,0.00008296608,0.00019572373,0.000005528203],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051949024,0.000016229953,0.19266412,0.000106953084,0.000020263855,0.000019974459,0.004233359,0.00006816542,0.009688609,0.0016472789,0.0038760891,0.787607],"study_design_scores_gemma":[0.0030190402,0.00007153567,0.64934,0.0003738359,0.000020748052,0.000050383293,0.0021038298,0.27677253,0.0018994511,0.0035974856,0.0625122,0.0002389749],"about_ca_topic_score_codex":0.000028656426,"about_ca_topic_score_gemma":0.000007865215,"teacher_disagreement_score":0.78736806,"about_ca_system_score_codex":0.000028200035,"about_ca_system_score_gemma":0.000052856383,"threshold_uncertainty_score":0.20153673},"labels":[],"label_agreement":null},{"id":"W3115437556","doi":"10.1093/geroni/igaa057.3344","title":"Frailty &amp; Depression: Mediators of Fear of Falling and Quality of Life in Older Adults","year":2020,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fear of falling; Depression (economics); Quality of life (healthcare); Medicine; Gerontology; Mediation; Mental health; Cohort; Center for Epidemiologic Studies Depression Scale; Geriatric Depression Scale; Clinical psychology; Depressive symptoms; Poison control; Suicide prevention; Psychiatry; Anxiety; Internal medicine; Medical emergency","score_opus":0.0578690360999386,"score_gpt":0.33730964409126146,"score_spread":0.27944060799132286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115437556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970552,0.00023495442,0.00070040283,0.0015098336,0.000054243235,0.00023866276,0.0000076031124,0.000014312268,0.00018479886],"genre_scores_gemma":[0.99682754,0.000020247915,0.0026827487,0.00038084397,0.00004119491,0.0000057224456,0.000022992504,0.000010952977,0.000007738349],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981589,0.000054568325,0.0011645783,0.00019381152,0.00031793636,0.00011021398],"domain_scores_gemma":[0.99889284,0.00018558592,0.00044566055,0.00016326243,0.0002696296,0.000043015487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052136515,0.000090357345,0.00040366556,0.0003105424,0.000008009604,0.0000022897268,0.00006741044,0.0000829587,0.000038240436],"category_scores_gemma":[0.0024418563,0.00008948556,0.000020932395,0.0013464385,0.000071649025,0.00009453886,0.00005499371,0.00020826065,7.2227925e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016460384,0.00007438734,0.9574516,0.0012394324,0.000011631786,0.00000113854,0.009796027,0.00007784245,0.026850272,0.00018195427,0.00006169137,0.0040894416],"study_design_scores_gemma":[0.003628004,0.000029878143,0.971462,0.0016048453,0.0000052920795,6.645524e-7,0.0012843176,0.0005996449,0.021200798,0.00006341487,0.000039090883,0.00008205046],"about_ca_topic_score_codex":0.00048727897,"about_ca_topic_score_gemma":0.00008760356,"teacher_disagreement_score":0.014010421,"about_ca_system_score_codex":0.00002068183,"about_ca_system_score_gemma":0.00007509225,"threshold_uncertainty_score":0.36491153},"labels":[],"label_agreement":null},{"id":"W3115735086","doi":"10.11606/s1518-8787.2020054002114","title":"Frailty in community-dwelling older people: comparing screening instruments","year":2020,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Demography; Gerontology; Sociology","score_opus":0.04856430992687865,"score_gpt":0.27774629465437045,"score_spread":0.2291819847274918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115735086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8960669,0.00026039296,0.006693554,0.034007713,0.00045489045,0.0010099685,0.000025476174,0.00060581317,0.06087531],"genre_scores_gemma":[0.98968565,0.000057159985,0.007859073,0.0013640488,0.00044536966,0.00011291603,0.00028080452,0.000085861924,0.0001091319],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958876,0.0005632749,0.0009973998,0.00070681295,0.0009593618,0.0008855459],"domain_scores_gemma":[0.9975229,0.0002927733,0.00032414778,0.0007060351,0.00030053617,0.0008535891],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006676225,0.0005310798,0.000867983,0.00044626134,0.0006604952,0.00017247128,0.00066167803,0.00046767577,0.00008634408],"category_scores_gemma":[0.0009977773,0.00055904995,0.00023563327,0.0012446485,0.000029233377,0.00051486294,0.00045079112,0.002243903,0.00003170733],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032745025,0.0051469547,0.5023114,0.002812889,0.0011861755,0.0014613583,0.06615292,0.0031650397,0.017116833,0.36181167,0.0038792256,0.031681042],"study_design_scores_gemma":[0.010358524,0.00036735056,0.35931653,0.0017088653,0.00020332572,0.0018209087,0.003914719,0.020663828,0.0029949974,0.00013552592,0.5973414,0.0011739841],"about_ca_topic_score_codex":0.000015176748,"about_ca_topic_score_gemma":0.0005067154,"teacher_disagreement_score":0.5934622,"about_ca_system_score_codex":0.00056326983,"about_ca_system_score_gemma":0.0003883789,"threshold_uncertainty_score":0.9996861},"labels":[],"label_agreement":null},{"id":"W3115775928","doi":"10.14283/jfa.2020.69","title":"Frailty Phenotype of Homebound Montreal Older Community Dwellers During the COVID-19 Pandemic: Results of a Cross-Sectional Population Study","year":2021,"lang":"en","type":"letter","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; McGill University; Jewish General Hospital","funders":"","keywords":"Social distance; Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Gerontology; Distancing; Population; Social isolation; Disease; Intervention (counseling); Environmental health; Psychiatry; Infectious disease (medical specialty)","score_opus":0.10931729549866384,"score_gpt":0.3704126396833932,"score_spread":0.26109534418472935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115775928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94938254,0.0008760181,0.000109661,0.047459796,0.00079614844,0.00085049454,0.00019500118,0.000034550318,0.0002957688],"genre_scores_gemma":[0.97705615,0.00013516795,0.00008910232,0.018638466,0.0021489325,0.000006649868,0.00017843931,0.000087468834,0.0016596343],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9922157,0.0023484712,0.0025140971,0.000317578,0.0020916397,0.0005125032],"domain_scores_gemma":[0.99048936,0.0032550425,0.0033926254,0.0015238324,0.0011520054,0.00018714726],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0050073876,0.00053386413,0.0013668534,0.00042542434,0.0007697002,0.000098058124,0.0011581465,0.00052948826,0.00016755456],"category_scores_gemma":[0.0025983031,0.00034067917,0.0005906344,0.0005684381,0.00060619705,0.0002597642,0.00038329093,0.0068564406,0.0000028401053],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037978117,0.0009933335,0.8571444,0.0018855459,0.0033412755,0.0005581714,0.045653317,0.005034576,0.0024441103,0.0000016411194,0.07792001,0.0012257604],"study_design_scores_gemma":[0.008157812,0.0005409161,0.9787829,0.0008657471,0.00090766686,0.001927292,0.0029143854,0.000050681414,0.00012231276,0.00021242349,0.005213051,0.00030484365],"about_ca_topic_score_codex":0.016974112,"about_ca_topic_score_gemma":0.002811323,"teacher_disagreement_score":0.121638425,"about_ca_system_score_codex":0.00078878197,"about_ca_system_score_gemma":0.0007010592,"threshold_uncertainty_score":0.9999045},"labels":[],"label_agreement":null},{"id":"W3116986599","doi":"10.1002/jmv.26766","title":"Older adults with SARS‐CoV‐2 infection: Utility of the clinical frailty scale to predict mortality","year":2020,"lang":"en","type":"article","venue":"Journal of Medical Virology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal","funders":"","keywords":"Medicine; Confidence interval; Odds ratio; Internal medicine; Multivariate analysis; Mortality rate; Medical record; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty)","score_opus":0.06438371569420608,"score_gpt":0.3794951077237766,"score_spread":0.3151113920295705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116986599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89463633,0.000077033656,0.0020507793,0.10171341,0.0007595621,0.00037196768,0.00001019319,0.000019581408,0.00036116],"genre_scores_gemma":[0.9817214,0.00007253023,0.0004141207,0.016563082,0.001187048,0.0000043140503,0.0000017874127,0.000017379909,0.000018309474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99567986,0.0004933532,0.0014570549,0.00030603,0.00176832,0.00029538813],"domain_scores_gemma":[0.9974107,0.00035022674,0.0005862467,0.0004464047,0.00038363753,0.0008227706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018129739,0.00018768063,0.0009305479,0.000057706915,0.000045606128,0.0000055095193,0.00047158313,0.0004811945,0.0008580566],"category_scores_gemma":[0.004813924,0.00010438726,0.0003579216,0.000366886,0.00083783636,0.00007332858,0.00020974368,0.001732849,0.000018672552],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029982373,0.0008606479,0.9398772,0.00021092528,0.0003621617,0.00021754546,0.0009324213,0.0000045332004,0.00018017934,0.000008126055,0.03926905,0.015078986],"study_design_scores_gemma":[0.006166789,0.0038065303,0.9769839,0.0005208698,0.00029381717,0.0007125767,0.000066546185,0.00068017346,0.0010067429,0.00002889765,0.009646551,0.0000866003],"about_ca_topic_score_codex":0.00009586437,"about_ca_topic_score_gemma":0.00022664509,"teacher_disagreement_score":0.08708512,"about_ca_system_score_codex":0.000028162725,"about_ca_system_score_gemma":0.00067486503,"threshold_uncertainty_score":0.93951184},"labels":[],"label_agreement":null},{"id":"W3116995197","doi":"10.14283/jfa.2020.14","title":"Self-Rated Frailty and Mortality in Old Men: The Manitoba Follow-Up Study","year":2021,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Gerontology; Hazard ratio; Quality of life (healthcare); Cohort; Cohort study; Successful aging; Prospective cohort study; Demography; Confidence interval","score_opus":0.045097973553567774,"score_gpt":0.316232367329867,"score_spread":0.2711343937762992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3116995197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885547,0.0016314654,0.000062161926,0.0074465987,0.0004628279,0.0004855366,0.00000407291,0.00003400582,0.0013186008],"genre_scores_gemma":[0.9971059,0.00036192228,0.00024780416,0.0010359201,0.00035055866,0.000004814222,0.000002339721,0.000032499265,0.0008582293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971295,0.0006333218,0.00082875974,0.00022423969,0.0008046731,0.00037953345],"domain_scores_gemma":[0.9979307,0.00048411626,0.00038699686,0.00066401745,0.000371469,0.00016270843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002488155,0.0002552572,0.00057344884,0.0001168572,0.00021435709,0.00008437179,0.00036528028,0.00008028655,0.00008468586],"category_scores_gemma":[0.0004607629,0.00014696433,0.00013386804,0.00055661576,0.0001104506,0.00023577097,0.00019987542,0.0011578405,0.000009880521],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039761837,0.0011564172,0.93296677,0.00015297736,0.0015676053,0.0021993155,0.038939223,0.00008816069,0.008869482,0.000059010014,0.0048907558,0.0087126475],"study_design_scores_gemma":[0.006726566,0.00040521895,0.9588284,0.0004026004,0.0008759395,0.0016601239,0.025929831,0.00055798027,0.0023235865,0.0003919527,0.0016972148,0.00020061346],"about_ca_topic_score_codex":0.0008485002,"about_ca_topic_score_gemma":0.0030859753,"teacher_disagreement_score":0.025861586,"about_ca_system_score_codex":0.00017391343,"about_ca_system_score_gemma":0.00024284974,"threshold_uncertainty_score":0.5993031},"labels":[],"label_agreement":null},{"id":"W3117261825","doi":"10.3390/jcm10010012","title":"Longitudinal Outcomes in Octogenarian Critically Ill Patients with a Focus on Frailty and Cardiac Surgery","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kingston Health Sciences Centre; Kingston General Hospital; Clinical Evaluation Research Unit; Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hazard ratio; Confidence interval; Subgroup analysis; Prospective cohort study; Cohort study; Internal medicine; Surgery","score_opus":0.09581300547222626,"score_gpt":0.38637680133708824,"score_spread":0.290563795864862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117261825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7970519,0.0002409239,0.00008419873,0.20105945,0.00057697983,0.00024998546,0.0000091488455,0.000011944581,0.0007154869],"genre_scores_gemma":[0.98026943,0.0001726078,0.00062097004,0.017650958,0.001210101,0.0000021024823,0.0000044386525,0.000027392007,0.000042027168],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961578,0.00023207332,0.0019968045,0.00030038832,0.0010179499,0.00029496566],"domain_scores_gemma":[0.99238163,0.0046459916,0.000483823,0.0002241297,0.001291487,0.0009729386],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0014891983,0.00023473531,0.0021542192,0.00018036351,0.00002507766,0.000009003846,0.00011420906,0.00016788884,0.000121792844],"category_scores_gemma":[0.04817544,0.00013306079,0.00026012122,0.0002508171,0.00038052612,0.00011070343,0.000038658916,0.0011112454,0.00000904303],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003258104,0.0004901399,0.959644,0.000084314444,0.0002477742,0.0007538132,0.00016366113,7.238188e-7,0.0000068506088,0.00003417576,0.007637886,0.027678518],"study_design_scores_gemma":[0.008406136,0.00852171,0.9787107,0.0012523624,0.0002986957,0.000033432087,0.00011376876,0.000013208285,0.000011996816,0.000102444465,0.0024053305,0.00013022491],"about_ca_topic_score_codex":0.000021881131,"about_ca_topic_score_gemma":0.000011124003,"teacher_disagreement_score":0.1834085,"about_ca_system_score_codex":0.000037331647,"about_ca_system_score_gemma":0.000204264,"threshold_uncertainty_score":0.9598422},"labels":[],"label_agreement":null},{"id":"W3117500834","doi":"10.11909/j.issn.1671-5411.2020.11.007","title":"Incident frailty and cognitive impairment by heart failure status in older patients with atrial fibrillation: the SAGE-AF study.","year":2020,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Heart failure; Comorbidity; Internal medicine; Odds ratio; Montreal Cognitive Assessment; Confidence interval; Ambulatory; Stroke (engine); Physical therapy; Cognition; Cognitive impairment; Cardiology; Psychiatry","score_opus":0.014508633049874754,"score_gpt":0.24220070620249354,"score_spread":0.22769207315261877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117500834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98082006,0.0003289959,0.000013350357,0.012636382,0.000070590075,0.005974669,0.000061003197,0.000042502823,0.00005244604],"genre_scores_gemma":[0.9979891,0.00000982902,0.000040094343,0.0012977036,0.0002348306,0.00025515773,0.00006545057,0.000024399023,0.000083443294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828786,0.00012121752,0.0002786512,0.0003651735,0.00054208655,0.0004050417],"domain_scores_gemma":[0.99918884,0.00017033672,0.000086097316,0.00016029636,0.00009576074,0.00029867896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017378009,0.00018653058,0.00028976283,0.000042432846,0.00006821564,0.000046418038,0.000052602558,0.000056768087,0.00005147301],"category_scores_gemma":[0.000274458,0.000121433855,0.000045711742,0.00024395398,0.000082297265,0.00012226398,0.0000922729,0.00022953698,0.000008486281],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089469197,0.00011785531,0.9674269,0.00002543138,0.00011404573,0.000010360677,0.0049942336,0.0000060036523,8.053545e-7,3.0931074e-7,0.0059151766,0.020494167],"study_design_scores_gemma":[0.014785659,0.00074117,0.977891,0.00003947736,0.00012711965,0.0000037174818,0.0017408206,0.000017970815,0.000023868894,0.0000035432602,0.0044867904,0.00013884113],"about_ca_topic_score_codex":0.00020331734,"about_ca_topic_score_gemma":0.00021167257,"teacher_disagreement_score":0.020355325,"about_ca_system_score_codex":0.00009542104,"about_ca_system_score_gemma":0.00005138587,"threshold_uncertainty_score":0.4951929},"labels":[],"label_agreement":null},{"id":"W3118122884","doi":"10.1093/aje/kwab038","title":"Early-Life Socioeconomic Position and the Accumulation of Health-Related Deficits by Midlife in the 1958 British Birth Cohort Study","year":2021,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; Faculty of Medicine, Dalhousie University; Fakultet Medicinskih Nauka, Univerziteta U Kragujevcu; University College London; Manchester Metropolitan University; Wellcome Trust; Economic and Social Research Council; Dalhousie University","keywords":"Socioeconomic status; Cohort; Cohort study; Demography; Medicine; Gerontology; Life course approach; Environmental health; Psychology; Developmental psychology; Population; Sociology","score_opus":0.04080768810398268,"score_gpt":0.35331481014918664,"score_spread":0.312507122045204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118122884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95263416,0.00464338,0.00030866757,0.041844185,0.00009256838,0.00041941405,0.000008075211,0.0000041807234,0.000045379646],"genre_scores_gemma":[0.9910007,0.001205034,0.00032159282,0.007363999,0.000054597527,0.000007894381,0.0000145542535,0.000011787767,0.00001980591],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9934048,0.0043906043,0.0016419671,0.00018900922,0.00013608468,0.0002375359],"domain_scores_gemma":[0.9939363,0.0039726445,0.0016297627,0.0002109493,0.0001553784,0.000094950825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063680755,0.00010368227,0.0012153013,0.00007545003,0.00006769907,0.000007649306,0.00012667793,0.00005486662,0.000036860343],"category_scores_gemma":[0.0031671799,0.000074347074,0.000120633245,0.00018441347,0.0006312738,0.00006770802,0.000028225542,0.000483239,0.0000024995506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002767552,0.00019426833,0.98188055,0.000013531583,0.00028751112,0.000031611595,0.001982157,0.00016120287,0.000040271374,0.00007823955,0.0016462881,0.013407644],"study_design_scores_gemma":[0.0033547792,0.0013592029,0.98964095,0.00008355085,0.00010501809,0.0012274734,0.0032636954,0.00026847314,0.0000024475828,0.0005610126,0.000077278375,0.00005611921],"about_ca_topic_score_codex":0.004622376,"about_ca_topic_score_gemma":0.0002395896,"teacher_disagreement_score":0.038366586,"about_ca_system_score_codex":0.000090939255,"about_ca_system_score_gemma":0.00021996809,"threshold_uncertainty_score":0.6987681},"labels":[],"label_agreement":null},{"id":"W3118181319","doi":"10.2196/19859","title":"Using Consumer-Grade Physical Activity Trackers to Measure Frailty Transitions in Older Critical Care Survivors: Exploratory Observational Study","year":2020,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary; Queen's University; University of Waterloo","funders":"AGE-WELL","keywords":"Activity tracker; Medicine; Observational study; Intensive care unit; Delirium; Wearable computer; Comorbidity; Activities of daily living; Wearable technology; Gerontology; Physical therapy; Emergency medicine; Physical activity; Psychiatry; Internal medicine","score_opus":0.2580158325153704,"score_gpt":0.41270308276088563,"score_spread":0.15468725024551522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118181319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98039263,0.000054900232,0.0017619812,0.015925536,0.00011290621,0.0014725775,0.0000565462,0.00014829947,0.000074647054],"genre_scores_gemma":[0.9973946,3.0939967e-7,0.00078625954,0.0012549943,0.00030260952,0.00018305918,0.000023890869,0.000048413673,0.000005832861],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793136,0.0002176902,0.0002485749,0.00055785145,0.00065522175,0.00038928224],"domain_scores_gemma":[0.9989053,0.00019244222,0.000032265983,0.00026783923,0.00021399831,0.00038817988],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001290039,0.00025564854,0.00044849108,0.00012416359,0.00012991081,0.000040658524,0.00011846141,0.00008311266,0.000046872115],"category_scores_gemma":[0.0003039539,0.00027298357,0.00011992679,0.00066561,0.00009347782,0.00035536638,0.000044261466,0.00060321175,0.000025809999],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004967792,0.006084962,0.4789322,0.0013260783,0.00019867781,0.0007700223,0.41198012,0.00130909,0.089562595,0.00010705636,0.001200055,0.008032372],"study_design_scores_gemma":[0.004584521,0.00041563332,0.91256785,0.00069360604,0.00021418906,0.000017813192,0.06911798,0.00889001,0.0026362261,0.000021838325,0.00023437488,0.00060596876],"about_ca_topic_score_codex":0.00013795325,"about_ca_topic_score_gemma":0.0002866652,"teacher_disagreement_score":0.43363562,"about_ca_system_score_codex":0.00021669586,"about_ca_system_score_gemma":0.0002259658,"threshold_uncertainty_score":0.9999722},"labels":[],"label_agreement":null},{"id":"W3118503750","doi":"10.1016/j.jamda.2020.12.008","title":"Effects of Unstructured Mobility Programs in Older Hospitalized General Medicine Patients: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Canada Research Chairs","keywords":"Medicine; CINAHL; Psychological intervention; Meta-analysis; MEDLINE; Randomized controlled trial; Confidence interval; Systematic review; Physical therapy; Strictly standardized mean difference; Quality of life (healthcare); Activities of daily living; Population; Gerontology; Internal medicine; Psychiatry; Nursing","score_opus":0.021344253897589965,"score_gpt":0.3332013392390527,"score_spread":0.3118570853414627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118503750","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031677515,0.99197525,0.0000091660295,0.0014328015,0.00021589363,0.0031683282,0.000014991355,0.000008915167,0.0000068984373],"genre_scores_gemma":[0.0012523135,0.9973779,0.00014587294,0.00075663213,0.00009536435,0.00013564661,0.000047489444,0.000035557503,0.00015323817],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9894911,0.0037285693,0.0033791505,0.0003450086,0.002765121,0.00029105894],"domain_scores_gemma":[0.9863597,0.0018399509,0.010099209,0.0005107499,0.0008777026,0.00031265055],"candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0035532434,0.00047994294,0.017257307,0.000389626,0.00002900319,0.00001381532,0.00041611612,0.00026603977,0.0001010659],"category_scores_gemma":[0.03446822,0.00022565182,0.0038244913,0.003120717,0.00028015932,0.00006073205,0.000107252425,0.0009781879,3.9492596e-7],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010249477,0.0007468374,0.0061759204,0.77667755,0.19535114,0.00004000959,0.00022165955,1.8548243e-7,2.4811268e-7,0.0000021326382,0.0010061971,0.019767875],"study_design_scores_gemma":[0.0009271902,0.00030537974,0.01342505,0.14885198,0.83534956,0.000033986977,0.000013354105,0.0000034546138,5.7337456e-7,0.000006052235,0.000905908,0.00017749287],"about_ca_topic_score_codex":0.00035202136,"about_ca_topic_score_gemma":0.000030670086,"teacher_disagreement_score":0.63999844,"about_ca_system_score_codex":0.0009731435,"about_ca_system_score_gemma":0.00045586456,"threshold_uncertainty_score":0.9973325},"labels":[],"label_agreement":null},{"id":"W3118526518","doi":"10.1101/2020.12.26.20248867","title":"Derivation of an electronic frailty index for short-term mortality in heart failure: a machine learning approach","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Logistic regression; Heart failure; Decision tree; Multivariate statistics; Frailty Index; Comorbidity; Gradient boosting; Internal medicine; Multivariate analysis; Retrospective cohort study; Machine learning; Random forest; Computer science","score_opus":0.041239073015160665,"score_gpt":0.31961275006747736,"score_spread":0.2783736770523167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3118526518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98540026,0.00044733577,0.011528226,0.00061733474,0.00013312853,0.0016589415,0.000028245693,0.00009970314,0.00008684596],"genre_scores_gemma":[0.9897971,0.000043676126,0.006820133,0.00008670105,0.00017584514,0.00039026648,0.002503331,0.00008383817,0.00009909381],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969738,0.00023914175,0.0007986962,0.0009076256,0.00053779053,0.0005429333],"domain_scores_gemma":[0.9983318,0.00008939104,0.00022969766,0.0009625103,0.0002384834,0.00014813304],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009970352,0.00039631542,0.0010220872,0.00028164228,0.000046217086,0.000038049606,0.00027479147,0.0005416328,0.00006194231],"category_scores_gemma":[0.00059751386,0.00040866595,0.00026772954,0.00032483856,0.00008756327,0.00011939378,0.00026368667,0.0018194359,9.020292e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013277159,0.00055061065,0.97957706,0.0018305012,0.00018605645,0.000012686814,0.00076314353,0.002089607,0.013365835,0.000035159217,0.000023315846,0.0014332404],"study_design_scores_gemma":[0.0016509878,0.00034244062,0.923371,0.00054960995,0.00017550567,0.000044317298,0.00017517329,0.062809624,0.00969282,0.00022856603,0.0005629779,0.00039698003],"about_ca_topic_score_codex":0.0005231339,"about_ca_topic_score_gemma":0.0021184492,"teacher_disagreement_score":0.060720015,"about_ca_system_score_codex":0.00026625648,"about_ca_system_score_gemma":0.00054834934,"threshold_uncertainty_score":0.9998365},"labels":[],"label_agreement":null},{"id":"W3119134848","doi":"10.1038/s43587-020-00017-z","title":"The physical frailty syndrome as a transition from homeostatic symphony to cacophony","year":2021,"lang":"en","type":"article","venue":"Nature Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":575,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"National Institute on Aging; Johns Hopkins University","keywords":"Psychological intervention; Vulnerability (computing); Conceptualization; Frailty Index; Gerontology; Stressor; Perspective (graphical); Psychological resilience; Medicine; Psychology; Clinical psychology; Psychiatry; Psychotherapist","score_opus":0.007553106743460196,"score_gpt":0.28613688170598367,"score_spread":0.27858377496252346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119134848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95304304,0.0021230953,0.00023244416,0.04247138,0.00069261156,0.0003045194,0.00004413086,0.000120920486,0.00096782594],"genre_scores_gemma":[0.9882551,0.000037192418,0.00087983446,0.009029698,0.00041730236,0.000025822546,0.000121719226,0.00003944571,0.0011939122],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9984323,0.00007145062,0.0001839194,0.00041880563,0.0005438052,0.00034975476],"domain_scores_gemma":[0.99863774,0.00043511193,0.00003784918,0.00052424107,0.00015757392,0.00020748202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009623441,0.00019323916,0.00030409062,0.00005297528,0.00018056468,0.00007307407,0.00014181287,0.00017376474,0.00009771513],"category_scores_gemma":[0.0003720757,0.00014558657,0.00013789817,0.00048805095,0.000045740624,0.00008671577,0.0000497415,0.00092945225,0.00033549074],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008953791,0.0014752436,0.0015718157,0.00063658686,0.0019379068,0.023213014,0.08611107,0.0003955747,0.5792975,0.0017545436,0.10430578,0.19840558],"study_design_scores_gemma":[0.017600393,0.001680329,0.4454113,0.007542571,0.0020595903,0.010596592,0.017422017,0.007822329,0.29140627,0.028519776,0.1671072,0.0028316176],"about_ca_topic_score_codex":0.00018804561,"about_ca_topic_score_gemma":0.000093521565,"teacher_disagreement_score":0.4438395,"about_ca_system_score_codex":0.00015024113,"about_ca_system_score_gemma":0.00018821801,"threshold_uncertainty_score":0.59368485},"labels":[],"label_agreement":null},{"id":"W3119184073","doi":"10.1007/s00068-020-01578-9","title":"Association between mortality and frailty in emergency general surgery: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"European Journal of Trauma and Emergency Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Université de Genève","keywords":"Medicine; MEDLINE; Meta-analysis; Systematic review; Odds ratio; Sports medicine; Scopus; Cohort study; Cochrane Library; Emergency medicine; Physical therapy; Internal medicine","score_opus":0.24321718427925154,"score_gpt":0.3833967104533157,"score_spread":0.14017952617406415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119184073","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0031254631,0.9948368,0.000016065283,0.00071196345,0.00037912437,0.00068592356,0.000120935205,0.0000131867955,0.00011052529],"genre_scores_gemma":[0.0007993283,0.9974334,0.00005656388,0.00006664397,0.0002873827,0.00001878263,0.00013804287,0.00008063471,0.0011191693],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9875458,0.004755032,0.0058820383,0.0005855149,0.0007907385,0.00044090772],"domain_scores_gemma":[0.9936374,0.0009677196,0.003983638,0.0005389346,0.0004160414,0.00045629754],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.011614368,0.0007094032,0.01517914,0.0010320301,0.00007638138,0.000040933814,0.00015136464,0.00017153843,0.0008797895],"category_scores_gemma":[0.002958582,0.0005068066,0.004824285,0.0015390193,0.00003789551,0.00021940797,0.000092716364,0.00082710263,0.0000062278573],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031528723,0.000104178966,0.040686704,0.69737816,0.22935213,0.0008112277,0.00013686069,1.9601191e-7,9.4054954e-8,0.0000012228388,0.01245646,0.019069599],"study_design_scores_gemma":[0.00010982414,0.000036192832,0.030063989,0.04338133,0.9032635,0.00032503268,0.000022199747,9.3300906e-7,1.2692783e-7,0.0000052115965,0.02230094,0.00049073395],"about_ca_topic_score_codex":0.000046741883,"about_ca_topic_score_gemma":0.00004263559,"teacher_disagreement_score":0.67391133,"about_ca_system_score_codex":0.00010981237,"about_ca_system_score_gemma":0.00016470307,"threshold_uncertainty_score":0.99973834},"labels":[],"label_agreement":null},{"id":"W3119202279","doi":"10.2196/24092","title":"Providing Medical Information to Older Adults in a Web-Based Environment: Systematic Review","year":2021,"lang":"en","type":"review","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia; University Health Network; University of Toronto; McMaster University","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"CINAHL; PsycINFO; MEDLINE; Medicine; Systematic review; Health care; Cochrane Library; Geriatrics; Family medicine; Gerontological nursing; Gerontology; Nursing; Alternative medicine; Psychological intervention; Psychiatry","score_opus":0.018782415349695443,"score_gpt":0.32288748149161683,"score_spread":0.3041050661419214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119202279","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000026893092,0.9854134,0.00013501431,0.0012900113,0.00012403633,0.012584725,0.0000140250395,0.0000996126,0.00033649316],"genre_scores_gemma":[0.000023459559,0.98932505,0.00031972764,0.0040639346,0.00010109655,0.0053812936,0.00053989457,0.000066052424,0.00017949115],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9952389,0.00038476102,0.0021198723,0.0004788136,0.0013064796,0.00047115015],"domain_scores_gemma":[0.9976537,0.0003357586,0.00056849857,0.0009013342,0.000062767045,0.00047791546],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011963452,0.000545042,0.0037052142,0.0005577814,0.00004075734,0.000053419328,0.00033755638,0.00034976093,0.0006875446],"category_scores_gemma":[0.0025544143,0.00043081865,0.00049906294,0.000743099,0.000025936308,0.00021354853,0.00017281056,0.00084493664,0.0007871742],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016354758,0.000060023103,0.0000029780786,0.7759804,0.000044714157,0.0001419839,0.0002297345,3.872455e-7,2.1142355e-8,0.0000027442024,0.0016723201,0.22186306],"study_design_scores_gemma":[0.0006844185,0.000026046584,0.0000022591619,0.71786857,0.000724408,0.00019210698,0.000043169577,0.00015289952,2.3488127e-7,8.1821e-8,0.2800373,0.00026850848],"about_ca_topic_score_codex":0.0000100863135,"about_ca_topic_score_gemma":0.0000051826746,"teacher_disagreement_score":0.278365,"about_ca_system_score_codex":0.000773414,"about_ca_system_score_gemma":0.0010591564,"threshold_uncertainty_score":0.9999908},"labels":[],"label_agreement":null},{"id":"W3119308888","doi":"10.1016/j.currproblcancer.2020.100699","title":"Integration of geriatric assessment into clinical oncology practice: A scoping review","year":2021,"lang":"en","type":"review","venue":"Current Problems in Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CancerCare Manitoba; Research Institute in Oncology and Hematology; University of Manitoba; Ottawa Hospital; George & Fay Yee Centre for Healthcare Innovation","funders":"CancerCare Manitoba Foundation; Manitoba Medical Service Foundation","keywords":"Medicine; Geriatric oncology; Guideline; Geriatrics; Clinical Practice; MEDLINE; Systematic review; Internal medicine; Oncology; Family medicine; Cancer; Pathology","score_opus":0.3198155350837669,"score_gpt":0.620955664543036,"score_spread":0.30114012945926905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119308888","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.1146018e-7,0.987459,0.0003663179,0.0010310265,0.0036139628,0.006360099,0.00001768094,0.00002746545,0.0011241206],"genre_scores_gemma":[7.420202e-7,0.9912847,0.004380916,0.00023169465,0.0006686335,0.0029016063,0.0003756911,0.000058991387,0.000096993375],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9932212,0.0013224308,0.0037240444,0.0008345752,0.0005660936,0.00033160468],"domain_scores_gemma":[0.99455476,0.0013104053,0.0025821542,0.00073995366,0.0006547476,0.00015800506],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030090143,0.00046722294,0.004971124,0.00030034312,0.00002611898,0.000017363525,0.0002695326,0.0005073769,0.00039563962],"category_scores_gemma":[0.0034255811,0.000369349,0.00073093304,0.0011959558,0.00012173752,0.00017967547,0.0003002311,0.0022129435,0.000017492612],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028850561,0.00052414223,0.000020490012,0.34360924,0.00011105667,0.000010946899,0.000043376633,8.511312e-7,1.7894995e-7,0.000026436359,0.0034105177,0.65223986],"study_design_scores_gemma":[0.0004226368,0.00018093424,0.00000484964,0.49398816,0.0016162889,0.00003256359,0.0000066698844,0.0000042897823,1.2969393e-7,0.000009368768,0.50358427,0.00014983295],"about_ca_topic_score_codex":0.00011688887,"about_ca_topic_score_gemma":0.00025452996,"teacher_disagreement_score":0.65209,"about_ca_system_score_codex":0.0020157648,"about_ca_system_score_gemma":0.012634872,"threshold_uncertainty_score":0.99987584},"labels":[],"label_agreement":null},{"id":"W3119535791","doi":"10.1097/spc.0000000000000539","title":"Predicting treatment toxicity in older adults with cancer","year":2021,"lang":"en","type":"article","venue":"Current Opinion in Supportive and Palliative Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; St. Michael's Hospital; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Radiation therapy; Cancer; Toxicity; Cancer treatment; MEDLINE; Cancer therapy","score_opus":0.05831196627931477,"score_gpt":0.3742606330418114,"score_spread":0.3159486667624966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119535791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97872645,0.01864791,0.00003505076,0.0005205107,0.0007414389,0.00078766915,0.00022646287,0.000023215238,0.0002912902],"genre_scores_gemma":[0.991487,0.0072275936,0.00008500021,0.000054557564,0.0001961213,0.00029613072,0.0005405571,0.000018352726,0.00009463995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985859,0.00007145696,0.00031735323,0.0005084605,0.00022012158,0.0002967377],"domain_scores_gemma":[0.9991915,0.000078321675,0.000104790364,0.00016253378,0.00032774213,0.00013510152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000041070754,0.0002307783,0.00037678314,0.00010305316,0.000038582722,0.000013861802,0.0000339775,0.00007509899,0.00022238668],"category_scores_gemma":[0.000078561156,0.00018151062,0.00005076139,0.00032574643,0.00007251386,0.000090082016,0.000037144036,0.00024041979,0.0000030254732],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002458931,0.00030061486,0.9447085,0.0008290736,0.000035378966,0.00003721195,0.02818004,0.000009076245,0.000016876073,0.000020131994,0.00014795245,0.025469217],"study_design_scores_gemma":[0.006946755,0.0004888554,0.9646243,0.00791999,0.000028533475,0.000006502005,0.015108771,0.00012928878,0.001880772,0.000008115924,0.0026555997,0.00020251176],"about_ca_topic_score_codex":0.00017189686,"about_ca_topic_score_gemma":0.0011637531,"teacher_disagreement_score":0.025266707,"about_ca_system_score_codex":0.00042029328,"about_ca_system_score_gemma":0.00034105105,"threshold_uncertainty_score":0.7401788},"labels":[],"label_agreement":null},{"id":"W3119554801","doi":"10.3389/fnagi.2020.615852","title":"Deviations in Hippocampal Subregion in Older Adults With Cognitive Frailty","year":2021,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Frailty in Older Adults","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fujian University of Traditional Chinese Medicine; National Natural Science Foundation of China","keywords":"Wechsler Adult Intelligence Scale; Montreal Cognitive Assessment; Hippocampus; Hippocampal formation; Cognition; Psychology; Dementia; Wechsler Memory Scale; Atrophy; Cognitive decline; Neuroscience; Hyperintensity; Audiology; Episodic memory; Gerontology; Medicine; Magnetic resonance imaging; Cognitive impairment; Internal medicine; Disease","score_opus":0.018836898264345817,"score_gpt":0.27222396247785696,"score_spread":0.25338706421351115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119554801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98620427,0.00029315593,0.008966106,0.0026505338,0.00071539334,0.0005006902,0.000007005297,0.00004332037,0.0006195072],"genre_scores_gemma":[0.9947203,0.000078486526,0.0025784303,0.0021396081,0.000027909027,0.000049851064,0.000015468659,0.00002015139,0.0003697923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798816,0.000115895156,0.00030321302,0.00069484557,0.00041285373,0.00048503708],"domain_scores_gemma":[0.9993775,0.00009072401,0.000052959167,0.00026817305,0.00009269536,0.000117959025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020444859,0.00017615117,0.0002974702,0.00046794303,0.000053032225,0.00003704811,0.00015502192,0.00006840479,0.00000968321],"category_scores_gemma":[0.00088720705,0.00017242566,0.0000315619,0.0021550541,0.0002503048,0.000301655,0.00006452457,0.00049380376,0.000003915036],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011131075,0.00030669454,0.9875998,0.00006469521,0.0000015167162,0.0013658757,0.0033650734,0.00012836105,0.00051521254,0.000012102554,0.0006165618,0.0059127794],"study_design_scores_gemma":[0.0041669053,0.000094421004,0.9816617,0.0020560075,0.000009144981,0.00013473257,0.0025956833,0.006813798,0.0019980874,0.00006964523,0.00020086783,0.00019903704],"about_ca_topic_score_codex":0.00010943665,"about_ca_topic_score_gemma":0.0006658518,"teacher_disagreement_score":0.008516015,"about_ca_system_score_codex":0.00019789081,"about_ca_system_score_gemma":0.00032147352,"threshold_uncertainty_score":0.70313144},"labels":[],"label_agreement":null},{"id":"W3119570500","doi":"10.1111/ggi.14126","title":"<scp>Kihon Checklist</scp> to assess frailty in older adults: Some evidence on the internal consistency and validity of the <scp>Spanish</scp> version","year":2021,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Agencia Estatal de Investigación; Ministerio de Ciencia e Innovación","keywords":"Mood; Checklist; Gerontology; Medicine; Quality of life (healthcare); Profile of mood states; Geriatric Depression Scale; Construct validity; Cognition; Activities of daily living; Criterion validity; Clinical psychology; Psychometrics; Psychology; Physical therapy; Depressive symptoms; Psychiatry","score_opus":0.058523732158830846,"score_gpt":0.3203377494622938,"score_spread":0.261814017303463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3119570500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9636869,0.0027706309,0.0008615558,0.01989473,0.006937701,0.0009277914,0.00026857053,0.000058668636,0.0045934427],"genre_scores_gemma":[0.9871245,0.0025078382,0.001455238,0.0037767307,0.00075830665,0.00014519157,0.00013194459,0.00005588714,0.0040443577],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947191,0.00056294294,0.0014257913,0.001305455,0.0012430421,0.00074367697],"domain_scores_gemma":[0.99144214,0.00504818,0.0008830699,0.00087967364,0.0014439704,0.00030297812],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012741598,0.00060942845,0.0009400928,0.0006132937,0.00024982032,0.00015619761,0.0012514234,0.000659133,0.00021560276],"category_scores_gemma":[0.014078598,0.00048260024,0.0003237303,0.00059947866,0.00054697436,0.0004534711,0.001061074,0.0011095579,0.00004040955],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005569802,0.0019382504,0.85554856,0.0003803745,0.0012898011,0.0006940413,0.008349133,0.00007975034,0.005954542,0.03457551,0.08470212,0.005930956],"study_design_scores_gemma":[0.0055903443,0.0005884504,0.9470731,0.0007475833,0.00030506062,0.001503452,0.0030399456,0.0012263522,0.004103689,0.0022812963,0.033311762,0.0002289386],"about_ca_topic_score_codex":0.00054960506,"about_ca_topic_score_gemma":0.001094896,"teacher_disagreement_score":0.091524586,"about_ca_system_score_codex":0.00054985954,"about_ca_system_score_gemma":0.0005138559,"threshold_uncertainty_score":0.9997626},"labels":[],"label_agreement":null},{"id":"W3120397475","doi":"10.1002/lary.29375","title":"Longitudinal Assessment of Frailty and Quality of Life in Patients Undergoing Head and Neck Surgery","year":2021,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Quality of life (healthcare); Frailty Index; Prospective cohort study; Cohort; Logistic regression; Univariate analysis; Internal medicine; Head and neck cancer; Cohort study; Surgery; Physical therapy; Multivariate analysis; Cancer","score_opus":0.07215680154422367,"score_gpt":0.3473502890766892,"score_spread":0.27519348753246553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120397475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967379,0.0008589014,0.00002413477,0.0012918867,0.00006853252,0.00018535287,0.000014835106,0.000007862103,0.00081059354],"genre_scores_gemma":[0.9987842,0.00026466837,0.0005363218,0.00025493125,0.000020217036,0.0000039506203,0.000020051677,0.000010481139,0.000105188985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874127,0.00017316375,0.0004617227,0.00019157717,0.00027906956,0.00015319328],"domain_scores_gemma":[0.99867094,0.00069961837,0.00015204043,0.0002876904,0.000112806556,0.0000768961],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005105857,0.0001018378,0.0004988842,0.00005162368,0.000028129856,0.000007746357,0.00004361305,0.000052685646,0.000049883573],"category_scores_gemma":[0.00073435303,0.000077475204,0.000042878954,0.00019143215,0.00012265198,0.00006949295,0.0001247197,0.00015330697,7.137236e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009880363,0.00024309912,0.9969858,0.0006045654,0.000053776297,0.0000048457787,0.00020753453,0.0000023486828,0.0005014069,0.00014657437,0.00019209369,0.00095916487],"study_design_scores_gemma":[0.0020563558,0.00014424829,0.99609387,0.000609881,0.000027228863,0.0000030803626,0.00010407996,0.000039206567,0.0007398556,0.00007410974,0.00004186841,0.00006618984],"about_ca_topic_score_codex":0.0004880148,"about_ca_topic_score_gemma":0.0008910872,"teacher_disagreement_score":0.002046288,"about_ca_system_score_codex":0.000028604785,"about_ca_system_score_gemma":0.0002526498,"threshold_uncertainty_score":0.3159347},"labels":[],"label_agreement":null},{"id":"W3120774838","doi":"10.1186/s13195-020-00736-w","title":"Portals to frailty? Data-driven analyses detect early frailty profiles","year":2021,"lang":"en","type":"article","venue":"Alzheimer s Research & Therapy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta","funders":"National Institute on Aging; Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Alberta Innovates; Canada Research Chairs; National Institutes of Health; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Geriatric psychiatry; Neurology; Medicine; Gerontology; Frailty Index; Psychiatry","score_opus":0.4680333247054968,"score_gpt":0.5102909910895511,"score_spread":0.042257666384054315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120774838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91892064,0.045863904,0.0004722759,0.021557024,0.00040907366,0.0035778554,0.00048250402,0.0004203636,0.008296386],"genre_scores_gemma":[0.97777194,0.0021969527,0.010889921,0.0022200355,0.0008896684,0.00031241344,0.0007531824,0.00017518342,0.0047907033],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99363905,0.00069238327,0.00061699725,0.0014188169,0.0023274964,0.0013052435],"domain_scores_gemma":[0.9931914,0.00067320757,0.0000862024,0.0037518379,0.0014311644,0.00086613995],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012991431,0.0004033527,0.000743433,0.00053130457,0.00032617702,0.00023943084,0.0012683029,0.0002469076,0.0035029077],"category_scores_gemma":[0.0011941118,0.00033907458,0.00020934826,0.002086155,0.0003291944,0.00044763274,0.0007829589,0.0011092437,0.0015283149],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010492492,0.0008118253,0.008744496,0.00005135578,0.0065192105,0.0019793718,0.0021348097,0.000024863877,0.45887402,0.0000912716,0.16702072,0.3526988],"study_design_scores_gemma":[0.0031628152,0.0017858795,0.07532718,0.00026762573,0.00026284298,0.0001504065,0.00059157185,0.00030861032,0.55097884,0.00036869137,0.3661381,0.00065743126],"about_ca_topic_score_codex":0.0011286095,"about_ca_topic_score_gemma":0.0004129537,"teacher_disagreement_score":0.35204136,"about_ca_system_score_codex":0.00007286265,"about_ca_system_score_gemma":0.001034194,"threshold_uncertainty_score":0.9999061},"labels":[],"label_agreement":null},{"id":"W3120825983","doi":"10.1177/0733464820983630","title":"The Effect of Telehealth Interventions on Function and Quality of Life for Older Adults with Pre-Frailty or Frailty: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Journal of Applied Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"GF Strong Rehabilitation Centre; University of British Columbia","funders":"","keywords":"Telehealth; Psychological intervention; PsycINFO; Medicine; Randomized controlled trial; MEDLINE; Meta-analysis; Cochrane Library; CINAHL; Quality of life (healthcare); Systematic review; Gerontology; Physical therapy; Health care; Telemedicine; Nursing; Internal medicine","score_opus":0.15570261850016553,"score_gpt":0.43367334220932635,"score_spread":0.2779707237091608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3120825983","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001624756,0.9915202,0.0012772928,0.00044038647,0.000057377536,0.0064222775,0.00007540256,0.0000060054504,0.000038543127],"genre_scores_gemma":[0.0017741406,0.9962579,0.0004974426,0.00019238121,0.00004582252,0.0008101688,0.000039660776,0.000039915147,0.00034258695],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9938457,0.0012033726,0.0038184507,0.00040111912,0.0004804162,0.00025093392],"domain_scores_gemma":[0.98687935,0.0049893158,0.0066801356,0.0007433367,0.00050314685,0.00020469754],"candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0039182487,0.00048975,0.015259898,0.000314785,0.00007743184,0.000015506235,0.00021251722,0.00030786832,0.00006864479],"category_scores_gemma":[0.001871653,0.00020936732,0.0028359566,0.00046340414,0.00020542256,0.000039033475,0.000053950753,0.00058182835,4.7647282e-7],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001640746,0.00012642986,0.0000049103996,0.8450146,0.13261895,0.0000029238038,0.000088459856,6.4007617e-7,1.2554978e-7,0.00013591077,0.00026990334,0.020096408],"study_design_scores_gemma":[0.0026347295,0.0049085603,0.00012784373,0.12993467,0.859104,0.00023541227,0.00012478176,0.000001843887,0.000001631706,0.00001098863,0.0027428668,0.0001726715],"about_ca_topic_score_codex":0.000026528462,"about_ca_topic_score_gemma":0.000421741,"teacher_disagreement_score":0.726485,"about_ca_system_score_codex":0.0000859984,"about_ca_system_score_gemma":0.00034680855,"threshold_uncertainty_score":0.9993596},"labels":[],"label_agreement":null},{"id":"W3121392730","doi":"10.1002/agm2.12144","title":"Toward improved homecare of frail older adults: A focus group study synthesizing patient and caregiver perspectives","year":2021,"lang":"en","type":"article","venue":"Aging Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; Surrey Memorial Hospital; Fraser Health; University of British Columbia","funders":"Institute of Population and Public Health; Bill and Melinda Gates Institute for Population and Reproductive Health","keywords":"Focus group; Telehealth; Biopsychosocial model; Health care; Autonomy; Medicine; Gerontology; Nursing; Qualitative research; Telemedicine; Psychology; Psychiatry","score_opus":0.013179933266025212,"score_gpt":0.2560339409703443,"score_spread":0.2428540077043191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121392730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97039163,0.020355605,0.00029173077,0.006887968,0.00026179224,0.00089374307,0.000012261995,0.00010062846,0.00080463995],"genre_scores_gemma":[0.99841195,0.00022353815,0.000550004,0.0002903658,0.0002472637,0.000044311706,0.0000201173,0.000047059693,0.00016537445],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979043,0.000109669694,0.00046171315,0.00064532243,0.0005456709,0.00033331435],"domain_scores_gemma":[0.9982556,0.00029067317,0.00016397008,0.0005432833,0.0005307884,0.0002156692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021032902,0.0002830349,0.0007414679,0.00018498568,0.000071068935,0.000010433173,0.00009710922,0.00008151856,0.0002014894],"category_scores_gemma":[0.00096578617,0.00022392167,0.00007923877,0.00036266632,0.00024984547,0.00009708995,0.00014292453,0.00031080577,0.0000022420936],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034545016,0.0012693021,0.05222426,0.0012735742,0.00070577365,0.0015004415,0.75326663,7.804287e-7,0.008713945,0.00007293018,0.0012801581,0.17934677],"study_design_scores_gemma":[0.012214672,0.0030595826,0.11248182,0.0061330097,0.0007082615,0.00035553364,0.8592163,0.0001976933,0.004685884,0.000046186415,0.00053308345,0.00036803063],"about_ca_topic_score_codex":0.0013590504,"about_ca_topic_score_gemma":0.00022239002,"teacher_disagreement_score":0.17897874,"about_ca_system_score_codex":0.00012265467,"about_ca_system_score_gemma":0.00008206487,"threshold_uncertainty_score":0.9131261},"labels":[],"label_agreement":null},{"id":"W3122202012","doi":"10.21203/rs.3.rs-111196/v1","title":"Frailty as a Predictor for Mortality Among Patients With COVID-19: A Systematic Review and Meta-Analysis","year":2020,"lang":"en","type":"review","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Peking Union Medical College","keywords":"Medicine; Meta-analysis; Subgroup analysis; Cochrane Library; Coronavirus disease 2019 (COVID-19); Internal medicine; Frailty Index; MEDLINE; Publication bias; Population; Pooled analysis; Confidence interval; Environmental health; Disease","score_opus":0.2767626199548875,"score_gpt":0.5003066027205961,"score_spread":0.22354398276570864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122202012","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003541435,0.9561035,0.00015540069,0.0010129325,0.000011080932,0.03913968,0.0033263126,0.000106077125,0.0001414618],"genre_scores_gemma":[0.00006029544,0.97993,0.00017574837,0.00072463567,0.00005850469,0.014608088,0.0024270483,0.00013358334,0.0018821156],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99087435,0.0021901373,0.001685149,0.0014604717,0.0029764983,0.00081341516],"domain_scores_gemma":[0.991062,0.0028095166,0.0007557526,0.0020593763,0.0014261903,0.00188715],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033539264,0.00081307674,0.013815056,0.0007366102,0.00024651538,0.0001309503,0.00057031226,0.00039809683,0.00087357516],"category_scores_gemma":[0.021419365,0.00045806894,0.0032660372,0.0031578003,0.00039676137,0.000136666,0.00031205176,0.0012168406,0.000074195705],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019866162,0.00012842538,0.00028956984,0.823217,0.17313166,0.00007594898,0.00008090251,1.1649513e-7,9.171531e-10,0.000024322087,0.0027135473,0.00031863793],"study_design_scores_gemma":[0.00062614476,0.0007518116,0.000111143854,0.11169856,0.7408168,0.000015513226,0.000029197021,0.0000099511135,1.7416083e-8,0.00001995158,0.14559594,0.0003250058],"about_ca_topic_score_codex":0.0002846215,"about_ca_topic_score_gemma":0.00015766968,"teacher_disagreement_score":0.7115184,"about_ca_system_score_codex":0.0006470923,"about_ca_system_score_gemma":0.0019676466,"threshold_uncertainty_score":0.9997871},"labels":[],"label_agreement":null},{"id":"W3122203926","doi":"10.1080/0361073x.2021.1876395","title":"Comparative Evaluation of Predictive Ability of Comprehensive Geriatric Assessment Components Including Frailty on Long-Term Mortality","year":2021,"lang":"en","type":"article","venue":"Experimental Aging Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anthropometry; Activities of daily living; Predictive value; Mood; Gerontology; Frailty Index; Body mass index; Physical therapy; Geriatrics; Internal medicine; Psychiatry","score_opus":0.4393288943708033,"score_gpt":0.560181969331034,"score_spread":0.12085307496023073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122203926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879735,0.0013363817,0.000049276106,0.00012664469,0.00022387925,0.001563647,0.00005479427,0.000027630309,0.008644228],"genre_scores_gemma":[0.99885225,0.000017456034,0.0005336179,0.000030608546,0.00008560864,0.00014527475,0.000240611,0.00001933478,0.000075248776],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9935821,0.0014016768,0.00062096654,0.0006052896,0.003417499,0.00037245595],"domain_scores_gemma":[0.99574786,0.0005485468,0.00020122743,0.00070381816,0.0026183173,0.00018022234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001655824,0.00021184527,0.00066980603,0.00027854968,0.0001653297,0.000020889684,0.00019225403,0.0000914269,0.0005298481],"category_scores_gemma":[0.00018226804,0.00020614029,0.00014703095,0.00066094595,0.0005498048,0.00013624658,0.00046955422,0.0005887064,0.000010234652],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033781794,0.0039877975,0.23378281,0.00035206103,0.00035929197,0.000025868812,0.0035536194,0.00013110907,0.75592875,0.00008368958,0.00023254605,0.0012246259],"study_design_scores_gemma":[0.0018120189,0.0005043836,0.55142236,0.00043885416,0.000046416157,0.000007603256,0.00298051,0.002160819,0.440487,0.000054954497,0.0000067326273,0.00007833779],"about_ca_topic_score_codex":0.00030264957,"about_ca_topic_score_gemma":0.000011075493,"teacher_disagreement_score":0.3176396,"about_ca_system_score_codex":0.0013334921,"about_ca_system_score_gemma":0.00093590026,"threshold_uncertainty_score":0.8406157},"labels":[],"label_agreement":null},{"id":"W3124405254","doi":"10.1186/s12877-020-01999-6","title":"Prognosis tools for short-term adverse events in older emergency department users: result of a Québec observational prospective cohort","year":2021,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Jewish General Hospital; McGill University Health Centre","funders":"Jewish General Hospital; McGill University","keywords":"Medicine; Emergency department; Observational study; Prospective cohort study; Emergency medicine; Receiver operating characteristic; Hospital admission; Cohort study; Cohort; Internal medicine; Psychiatry","score_opus":0.06182565515973771,"score_gpt":0.31970516715851705,"score_spread":0.25787951199877934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124405254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99432176,0.0002902834,0.0008014216,0.00045050448,0.00039206017,0.0033232581,0.00017635633,0.0000374283,0.00020690376],"genre_scores_gemma":[0.9810716,0.00013044981,0.015215674,0.00005569129,0.00019752991,0.0012751886,0.0006176256,0.00003857817,0.0013976635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792355,0.00004981874,0.0007598099,0.00047092547,0.0004911189,0.00030479126],"domain_scores_gemma":[0.9984442,0.0002168541,0.00016610687,0.00035910588,0.0007054976,0.000108213375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002781569,0.00019745588,0.00040966418,0.000118328295,0.000041817024,0.0000048200986,0.00010930844,0.0001285031,0.00016655559],"category_scores_gemma":[0.0016992154,0.00019851717,0.00020934944,0.0006156637,0.000024069968,0.00020579017,0.000071371614,0.00011961085,0.000007820431],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031740047,0.0009412638,0.99487007,0.00045333657,0.00011429484,0.000015634061,0.0004522966,0.00004718964,0.0005104797,0.00008036331,0.0017385174,0.00045915824],"study_design_scores_gemma":[0.0028844492,0.00019093356,0.9925866,0.0001267624,0.00021449558,0.000011124947,0.00020499817,0.00016485485,0.002672345,0.00008337796,0.000678105,0.00018193173],"about_ca_topic_score_codex":0.00029763303,"about_ca_topic_score_gemma":0.006070762,"teacher_disagreement_score":0.014414253,"about_ca_system_score_codex":0.00040555137,"about_ca_system_score_gemma":0.0011410731,"threshold_uncertainty_score":0.80952954},"labels":[],"label_agreement":null},{"id":"W3124885283","doi":"10.1097/spc.0000000000000535","title":"Measuring quality of life in older people with cancer","year":2021,"lang":"en","type":"article","venue":"Current Opinion in Supportive and Palliative Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; University of Toronto","funders":"","keywords":"Older people; Quality of life (healthcare); Cancer; MEDLINE; Activities of daily living; Advance care planning","score_opus":0.15822925880850922,"score_gpt":0.4094440381387448,"score_spread":0.2512147793302356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124885283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97619814,0.02181988,0.0001274875,0.0005036211,0.0005728359,0.00041031098,0.00014180716,0.000009853061,0.00021603795],"genre_scores_gemma":[0.9961898,0.0032631352,0.000078324476,0.000045083914,0.000085091815,0.00008912068,0.00020424016,0.0000125370225,0.000032681786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998594,0.00011811099,0.00044707267,0.00034050326,0.00029633925,0.00020400586],"domain_scores_gemma":[0.9988806,0.00010538003,0.00016802929,0.00016095013,0.00056917086,0.00011587408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120038705,0.00015352847,0.00048346398,0.000099067554,0.00001932947,0.0000067004944,0.000040332478,0.000058484544,0.0001918953],"category_scores_gemma":[0.0003019066,0.00013149164,0.000049142363,0.00039246937,0.000071874114,0.00007419578,0.000046711662,0.0002546718,0.0000015327456],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001558446,0.00014820708,0.97550076,0.0026509583,0.000030133342,0.000003087369,0.018412441,0.000012914618,0.00007467579,0.00009457559,0.00019226239,0.0027241528],"study_design_scores_gemma":[0.0033664727,0.00008846441,0.98108715,0.0036457102,0.00001251357,8.2383e-7,0.009879066,0.00001516578,0.0009913534,0.000017920715,0.0007455431,0.00014980792],"about_ca_topic_score_codex":0.00029168936,"about_ca_topic_score_gemma":0.0017166317,"teacher_disagreement_score":0.01999162,"about_ca_system_score_codex":0.00012445477,"about_ca_system_score_gemma":0.00046793246,"threshold_uncertainty_score":0.5362074},"labels":[],"label_agreement":null},{"id":"W3124954546","doi":"10.1097/spc.0000000000000533","title":"Methods for frailty screening and geriatric assessment in older adults with cancer","year":2021,"lang":"en","type":"review","venue":"Current Opinion in Supportive and Palliative Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"Kom op tegen Kanker; Monash University","keywords":"Medicine; Gerontology; MEDLINE; Geriatrics; Gerontological nursing; Psychiatry; Nursing","score_opus":0.17927109000541427,"score_gpt":0.5259097931285904,"score_spread":0.34663870312317613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124954546","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000905593,0.98789847,0.006012101,0.00008638352,0.0010470841,0.004123875,0.0006838541,0.000017553371,0.000040104987],"genre_scores_gemma":[0.00005719668,0.98042256,0.013446037,0.000022612303,0.00032289885,0.0025633187,0.0030459217,0.00006832292,0.000051161198],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99697286,0.00039689813,0.00086718204,0.0010569657,0.00025368884,0.0004524245],"domain_scores_gemma":[0.9978483,0.00067165704,0.00051737856,0.0002638396,0.0004931093,0.00020575759],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00032277574,0.0006247648,0.0022706843,0.00041886285,0.00006211151,0.000041652347,0.00009519851,0.00030198932,0.00009102127],"category_scores_gemma":[0.00020283539,0.0004819108,0.00022623564,0.0006463886,0.00011266683,0.00010265427,0.00012894478,0.0009198146,4.2558122e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005880189,0.000087081025,0.026508601,0.07021028,0.00014027668,0.0000064224273,0.0029406124,4.6983675e-7,4.1697913e-8,0.000040525687,0.00034940796,0.8996575],"study_design_scores_gemma":[0.004537422,0.00035257277,0.037920248,0.20409101,0.000490622,0.000009727921,0.0030573686,0.0000497677,0.0000012767701,0.00000703791,0.7488894,0.00059358455],"about_ca_topic_score_codex":0.00005652363,"about_ca_topic_score_gemma":0.000058146157,"teacher_disagreement_score":0.8990639,"about_ca_system_score_codex":0.00036444567,"about_ca_system_score_gemma":0.0009550573,"threshold_uncertainty_score":0.99976325},"labels":[],"label_agreement":null},{"id":"W3124987509","doi":"10.3390/nu13020418","title":"Frailty Severity and Cognitive Impairment Associated with Dietary Diversity in Older Adults in Taiwan","year":2021,"lang":"en","type":"article","venue":"Nutrients","topic":"Frailty in Older Adults","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Institute of Biomedical Sciences, Academia Sinica; Health Promotion Administration, Ministry of Health and Welfare; Academia Sinica","keywords":"Cognition; Odds ratio; Medicine; Gerontology; Confidence interval; Montreal Cognitive Assessment; Cross-sectional study; Cognitive decline; Effects of sleep deprivation on cognitive performance; Mini–Mental State Examination; Environmental health; Dementia; Cognitive impairment; Internal medicine; Psychiatry; Disease; Pathology","score_opus":0.018851469272754117,"score_gpt":0.2594951344430538,"score_spread":0.24064366517029967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124987509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975511,0.00019559618,0.000005109786,0.0007086855,0.0000703812,0.00064079533,0.00008406029,0.000033688564,0.00071062864],"genre_scores_gemma":[0.99877447,0.000032552187,0.00007144816,0.0005416889,0.0000168983,0.00001858642,0.0002159777,0.000013688147,0.00031470117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985496,0.00009647058,0.0002024657,0.0004290953,0.00038919033,0.00033319774],"domain_scores_gemma":[0.99936575,0.00007158682,0.000063289255,0.00015788309,0.00018386172,0.00015764158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014246994,0.00017212502,0.00033693804,0.00010782093,0.000068991925,0.000011035829,0.00005369331,0.00013120213,0.00008361643],"category_scores_gemma":[0.0002964004,0.00016218054,0.000035071596,0.00047638212,0.0000895238,0.00012964757,0.00025961094,0.00034418172,0.000008059215],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009108005,0.002041471,0.98807985,0.00008409896,0.000070707196,0.0011120046,0.005201428,4.069504e-7,0.00001142244,0.0000012653165,0.00026565374,0.002220889],"study_design_scores_gemma":[0.018823598,0.00032136665,0.975458,0.0021343764,0.00006284651,0.000025408459,0.0024986682,0.00009822744,0.00033412848,0.00005253136,0.000020858646,0.00016995765],"about_ca_topic_score_codex":0.0003868029,"about_ca_topic_score_gemma":0.002405445,"teacher_disagreement_score":0.017912798,"about_ca_system_score_codex":0.00023941918,"about_ca_system_score_gemma":0.00009195673,"threshold_uncertainty_score":0.66135305},"labels":[],"label_agreement":null},{"id":"W3125329840","doi":"10.1093/ageing/afab008","title":"What is the relationship between validated frailty scores and mortality for adults with COVID-19 in acute hospital care? A systematic review","year":2021,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"National Institute for Health and Care Research; National Institutes of Health; Michael Smith Health Research BC; Wellcome Trust","keywords":"Medicine; MEDLINE; Coronavirus disease 2019 (COVID-19); Meta-analysis; Grading (engineering); Gerontology; Data extraction; Mortality rate; Disease; Internal medicine; Infectious disease (medical specialty)","score_opus":0.09400567019100843,"score_gpt":0.3901447362532693,"score_spread":0.29613906606226087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125329840","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032455134,0.98784655,0.000056627647,0.0008716391,0.00006533352,0.007725211,0.00014216296,0.000035975798,0.000010973393],"genre_scores_gemma":[0.00493481,0.99190944,0.00011808076,0.0008993877,0.000079140475,0.0008286503,0.0010259504,0.000049740258,0.00015479773],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99761885,0.00035317423,0.000863416,0.00059594394,0.0002991212,0.00026949853],"domain_scores_gemma":[0.9963636,0.002219402,0.00045279507,0.00067503366,0.00009703721,0.0001921449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005844382,0.00042546634,0.002685508,0.000095527925,0.00017005627,0.00018589999,0.00015524447,0.0002199661,0.0000058685264],"category_scores_gemma":[0.0019515769,0.00024243229,0.00024956907,0.00042576436,0.000111778034,0.0002272016,0.00010121251,0.0004788376,0.000002091821],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035903308,0.000012326666,0.0019001925,0.97693497,0.00052052154,0.002307379,0.0035904392,1.5668132e-8,1.02804485e-8,0.000018621527,0.00023862094,0.014473295],"study_design_scores_gemma":[0.00080437824,0.00013563325,0.0027322997,0.9673093,0.012499885,0.00013634094,0.0009386581,0.0000010838231,1.3879931e-7,0.000031054824,0.015094292,0.00031691452],"about_ca_topic_score_codex":0.00016905638,"about_ca_topic_score_gemma":0.0001548849,"teacher_disagreement_score":0.014855672,"about_ca_system_score_codex":0.00013062931,"about_ca_system_score_gemma":0.00029128598,"threshold_uncertainty_score":0.98861015},"labels":[],"label_agreement":null},{"id":"W3126514539","doi":"10.1136/thoraxjnl-2020-216530","title":"Moving towards a better identification and management of frailty in ICU survivors","year":2021,"lang":"en","type":"letter","venue":"Thorax","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Medicine; Sarcopenia; Frailty syndrome; Intensive care unit; Stressor; Activities of daily living; Quality of life (healthcare); Weight loss; Psychological intervention; Grip strength; Weakness; Comorbidity; Intensive care medicine; Gerontology; Physical therapy; Internal medicine; Obesity; Surgery; Psychiatry","score_opus":0.038708243495270564,"score_gpt":0.30309749672268294,"score_spread":0.26438925322741236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126514539","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2105751,0.0015459065,0.00048014804,0.77834487,0.000789759,0.0012466162,0.00008191801,0.00007620473,0.0068594944],"genre_scores_gemma":[0.2089979,0.0035970723,0.015602302,0.66439056,0.0042951284,0.000494038,0.004973842,0.00045827928,0.09719086],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981279,0.00010380331,0.00051477854,0.00048391533,0.00050157454,0.00026806167],"domain_scores_gemma":[0.9989745,0.0000526505,0.000180715,0.0006552523,0.00009474906,0.00004212836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003224177,0.0002396103,0.0005301289,0.00025504848,0.000018885297,0.000030035799,0.00014571124,0.00040673494,0.00017275885],"category_scores_gemma":[0.000042486365,0.00023872302,0.00008680168,0.0002824954,0.000080883845,0.00006400053,0.00016237756,0.0007937559,0.000020519727],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005368565,0.00013323546,0.009565951,0.0136296265,0.0005106691,0.003960563,0.0012689935,0.0000026801924,0.0021832634,0.00003300859,0.85308456,0.115573734],"study_design_scores_gemma":[0.002479804,0.00013250991,0.36998308,0.00877812,0.0008504762,0.00014835886,0.00059428153,0.00017530772,0.0057318523,0.00050791324,0.6097346,0.00088372786],"about_ca_topic_score_codex":0.0005336056,"about_ca_topic_score_gemma":0.00012178569,"teacher_disagreement_score":0.36041713,"about_ca_system_score_codex":0.00010531888,"about_ca_system_score_gemma":0.000044679156,"threshold_uncertainty_score":0.9734842},"labels":[],"label_agreement":null},{"id":"W3126535578","doi":"10.1002/ehf2.13254","title":"The Impact of Frailty According to Clinical Frailty Scale on Clinical Outcome in Patients with Heart Failure","year":2021,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Frailty in Older Adults","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Ejection fraction; Internal medicine; Body mass index; Cohort; Dementia; Multivariate analysis; Cardiology","score_opus":0.057635205282399515,"score_gpt":0.40550431182385194,"score_spread":0.3478691065414524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126535578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96304965,0.000030641615,0.000029342933,0.034971487,0.00047867253,0.0010889794,0.00006783517,0.00007662265,0.00020678889],"genre_scores_gemma":[0.9881153,0.000005118683,0.008128517,0.002521657,0.00049486465,0.00003193038,0.000062469124,0.00008175222,0.0005584077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9947636,0.0006169832,0.0018500049,0.00093395746,0.0009851689,0.0008502444],"domain_scores_gemma":[0.9953072,0.0015570776,0.00022493773,0.0016216477,0.0005585169,0.00073061377],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016103263,0.00046056486,0.0014630668,0.00015517206,0.00017212737,0.0000725767,0.00032401847,0.00050393253,0.00026110592],"category_scores_gemma":[0.0035655412,0.0002917006,0.0007549083,0.00089866633,0.00029486572,0.00016807149,0.00025153038,0.0018571323,0.00035950445],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008592977,0.0010232088,0.92145705,0.000032676275,0.00011682573,0.000019529403,0.00009474406,0.000048158152,0.000085898864,0.000007829053,0.07430225,0.0019525556],"study_design_scores_gemma":[0.005721021,0.0036399916,0.94184244,0.0005289502,0.000050480256,0.000019480525,0.0003704813,0.000031628857,0.00025784204,0.000020768699,0.047216352,0.00030055683],"about_ca_topic_score_codex":0.00021041752,"about_ca_topic_score_gemma":0.0009777315,"teacher_disagreement_score":0.03244983,"about_ca_system_score_codex":0.0002022931,"about_ca_system_score_gemma":0.00063624233,"threshold_uncertainty_score":0.9999535},"labels":[],"label_agreement":null},{"id":"W3126573230","doi":"10.1007/s43678-020-00073-9","title":"Self-assessment of functional status in older emergency department patients: a cross-over randomized pilot trial","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centres Intégré Universitaires de Santé et de Services Sociaux; The Quebec Population Health Research Network; Schwartz/Reisman Emergency Medicine Institute; Centre de Santé et de Services Sociaux de la Vieille-Capitale; University of Toronto; Institut Universitaire en Santé Mentale de Québec; Université Laval; Centre for Interdisciplinary Research in Rehabilitation","funders":"Fonds de Recherche du Québec - Santé","keywords":"Medicine; Emergency department; Randomized controlled trial; Physical therapy; Emergency medicine; Medical emergency; Internal medicine; Psychiatry","score_opus":0.04712992281851292,"score_gpt":0.35633243163902356,"score_spread":0.30920250882051065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126573230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96650255,0.004130708,0.0003306627,0.0022008915,0.020944854,0.0013277993,0.000059109876,0.0000091136135,0.004494301],"genre_scores_gemma":[0.9945897,0.002026616,0.00049952284,0.00017141394,0.0013412192,0.000041261494,0.00014118668,0.000040652165,0.0011484495],"study_design_codex":"observational","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9949496,0.00031324071,0.002807025,0.00030025103,0.0010272831,0.0006026129],"domain_scores_gemma":[0.9954992,0.00015282331,0.0008739941,0.00035475186,0.0018840896,0.0012351656],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012797611,0.0003008618,0.0013600314,0.0006335984,0.00007424102,0.0000045736374,0.0001396222,0.00011108057,0.03438951],"category_scores_gemma":[0.002201559,0.00023858268,0.00037304172,0.0007720557,0.0001409651,0.00017862984,0.000020125784,0.00049394293,0.0000053760073],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.095953085,0.0021397956,0.794278,0.0005078472,0.0013914185,0.0006097919,0.0016546594,0.00011893998,0.00031400705,0.00054581155,0.101689294,0.00079729664],"study_design_scores_gemma":[0.5314505,0.002278224,0.45554075,0.00039029348,0.00046240113,0.000022944698,0.00014654933,0.000115306895,0.000030228,0.00023849308,0.0091487635,0.0001755208],"about_ca_topic_score_codex":0.0030275749,"about_ca_topic_score_gemma":0.016896479,"teacher_disagreement_score":0.43549746,"about_ca_system_score_codex":0.0007781344,"about_ca_system_score_gemma":0.004623282,"threshold_uncertainty_score":0.97291195},"labels":[],"label_agreement":null},{"id":"W3126692772","doi":"10.5327/z2447-212320202000070","title":"Perceived quality of life and frailty among older people living in different settings","year":2020,"lang":"en","type":"article","venue":"Geriatrics Gerontology and Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Quality of life (healthcare); Autonomy; Activities of daily living; Scale (ratio); Perception; Long-term care; Older people; Medicine; Psychology; Nursing; Physical therapy","score_opus":0.03626288323556748,"score_gpt":0.29535969595608735,"score_spread":0.2590968127205199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126692772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905069,0.0011407376,0.0004219304,0.007427558,0.00008021283,0.00023494998,0.0000047884996,0.00004106893,0.0001418507],"genre_scores_gemma":[0.9983316,0.00017514316,0.0004113244,0.0008838776,0.000116506395,0.000008085883,0.0000060569673,0.000013694271,0.00005369269],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861676,0.00013973404,0.00045455553,0.0003713449,0.00013580143,0.00028178774],"domain_scores_gemma":[0.9989442,0.00048578324,0.00016323336,0.00014298598,0.000043968572,0.00021982408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002734291,0.00017407627,0.00063287973,0.000089626934,0.000060520255,0.00001319646,0.00006418734,0.00015366219,0.00006394993],"category_scores_gemma":[0.0010393978,0.00015548836,0.00004973048,0.0001492381,0.000115545336,0.00008919757,0.000133938,0.00030229622,0.000001128495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004602371,0.00004784614,0.975406,0.0006304908,0.000028103945,0.000008764809,0.019048313,0.0000017880465,0.0025921701,0.000027866141,0.00015441366,0.0020082279],"study_design_scores_gemma":[0.0014917675,0.00007653482,0.9953124,0.00012070361,0.000037674785,0.000010147663,0.0019958583,0.00071673206,0.00004860314,0.00002670193,0.000021806669,0.00014108482],"about_ca_topic_score_codex":0.00037446845,"about_ca_topic_score_gemma":0.0003766844,"teacher_disagreement_score":0.019906392,"about_ca_system_score_codex":0.000022229688,"about_ca_system_score_gemma":0.00003556194,"threshold_uncertainty_score":0.6340631},"labels":[],"label_agreement":null},{"id":"W3126722751","doi":"10.20944/preprints202102.0091.v1","title":"Frailty as a Moderator of the Relationship Between Social Isolation and Health Outcomes in Community-Dwelling Older Adults","year":2021,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Jewish General Hospital; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Montfort Hospital","funders":"","keywords":"Social isolation; Social connectedness; Mental health; Gerontology; Psychology; Moderation; Social support; Depression (economics); Comorbidity; Social engagement; Loneliness; Interpersonal ties; Cognitive decline; Cognition; Psychiatry; Medicine; Disease; Dementia","score_opus":0.24945666097671654,"score_gpt":0.4213791994406186,"score_spread":0.17192253846390204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126722751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885677,0.00019710384,0.00023301425,0.008493651,0.00019367876,0.001614849,0.000041827847,0.00006686988,0.0005913166],"genre_scores_gemma":[0.9983449,0.000035868998,0.00036935354,0.0004690102,0.00011087397,0.0000859504,0.00018062875,0.000051064453,0.0003523355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99654746,0.0009826641,0.0010487459,0.0005797002,0.00052038254,0.00032107564],"domain_scores_gemma":[0.99694103,0.0007516108,0.00064824923,0.0012956993,0.00022718144,0.00013624974],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0015262293,0.00034915836,0.0009865978,0.00019163646,0.00033648073,0.000023170302,0.00037383538,0.00054699765,0.00008227808],"category_scores_gemma":[0.0014689603,0.00031619956,0.00024028847,0.00025389408,0.00016682126,0.00010312672,0.0015231062,0.0033398208,0.000020853053],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047738184,0.00024119817,0.9635588,0.0013963806,0.00010595227,0.0000019487848,0.033850033,0.000068660294,0.000036730784,0.00009138688,0.000010739033,0.00059045065],"study_design_scores_gemma":[0.0016596473,0.000027297365,0.990397,0.00295136,0.000081402686,0.0000054245497,0.0019164118,0.00030386035,0.0005957416,0.0018372717,0.0000103601715,0.00021425029],"about_ca_topic_score_codex":0.004751393,"about_ca_topic_score_gemma":0.0008482398,"teacher_disagreement_score":0.03193362,"about_ca_system_score_codex":0.00034043647,"about_ca_system_score_gemma":0.00066062016,"threshold_uncertainty_score":0.999929},"labels":[],"label_agreement":null},{"id":"W3126979568","doi":"10.1176/appi.focus.19107","title":"Combinatorial Pharmacogenomic Testing Improves Outcomes for Older Adults With Depression","year":2021,"lang":"en","type":"article","venue":"FOCUS The Journal of Lifelong Learning in Psychiatry","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Janssen Pharmaceuticals; H. Lundbeck A/S; Spier Family Foundation; Rogers Family Foundation; Assurex Health; Cerecor; Allergan; National Institutes of Health; Sage Therapeutics; Canadian Network for Mood and Anxiety Treatments; Canadian Institutes of Health Research; Sunovion; Agency for Healthcare Research and Quality; Sanofi; Biogen; GlaxoSmithKline; Novartis; National Institute of Mental Health; Pfizer; Eli Lilly and Company; AstraZeneca; ACADIA Pharmaceuticals","keywords":"Depression (economics); Pharmacogenomics; Medicine; Gerontology; Psychology; Psychiatry; Pharmacology; Economics","score_opus":0.01093007188831353,"score_gpt":0.2817805794234501,"score_spread":0.27085050753513656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126979568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98594815,0.002936718,0.0005767509,0.0062350705,0.0036128252,0.00042395561,0.0000018139419,0.0000340269,0.00023070886],"genre_scores_gemma":[0.98725665,0.000044692868,0.010699985,0.00035829202,0.001342784,0.000010479556,0.0000027811398,0.00006122303,0.00022311028],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981205,0.00020368668,0.00069600716,0.00020890648,0.00042754333,0.00034338413],"domain_scores_gemma":[0.9975115,0.00093626376,0.00066327717,0.0002366174,0.0005090292,0.00014330017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086338865,0.00022371474,0.0004925943,0.0001482643,0.00018175508,0.000035670007,0.00022069387,0.00010693495,0.000018992612],"category_scores_gemma":[0.0013381115,0.00013642308,0.00016330939,0.00032542364,0.000055323922,0.00014936346,0.000052726726,0.0010943778,0.0000035066148],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023884967,0.0004181533,0.9616713,0.00024667202,0.00024178579,0.000073992574,0.0015708215,0.00048962334,0.0031072297,0.000014312761,0.0012489693,0.028528633],"study_design_scores_gemma":[0.034349177,0.0019179842,0.94264156,0.00598019,0.0006869411,0.0034671642,0.0035763397,0.0014366758,0.004170777,0.0005534462,0.00082907337,0.00039067364],"about_ca_topic_score_codex":0.000027926375,"about_ca_topic_score_gemma":0.00002510601,"teacher_disagreement_score":0.03196068,"about_ca_system_score_codex":0.00008187117,"about_ca_system_score_gemma":0.00064316293,"threshold_uncertainty_score":0.5563172},"labels":[],"label_agreement":null},{"id":"W3127631173","doi":"10.1016/j.jamda.2020.12.043","title":"Maintenance of Autonomy Through exerCise in Hospital Setting (MATCH): A Feasibility Study","year":2021,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec; Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"","keywords":"Medicine; Scopus; Gerontology; Activities of daily living; Population; Older people; Physical therapy; MEDLINE","score_opus":0.009704920083368655,"score_gpt":0.29995024175870505,"score_spread":0.2902453216753364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127631173","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816202,0.00015855744,0.000046802845,0.017040884,0.0005809782,0.00031978506,0.0000048644974,0.000011088297,0.00021684657],"genre_scores_gemma":[0.9981764,0.00011006544,0.00083544926,0.00041474996,0.00014848866,0.00000456668,0.0000013087356,0.000014549053,0.00029444735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966015,0.00046765278,0.0009541363,0.00017824309,0.0015419072,0.0002565626],"domain_scores_gemma":[0.99655974,0.0005528463,0.0019000495,0.0002789434,0.0005691821,0.00013922952],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0019244936,0.00012875501,0.000798941,0.00005929794,0.000037540663,0.000011993663,0.00023634297,0.00007016851,0.00006953204],"category_scores_gemma":[0.01631773,0.000087733206,0.00028188791,0.00079924345,0.0001261903,0.00012446179,0.00009922258,0.00067782763,0.0000018783114],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094598145,0.0019120283,0.97994095,0.00003929674,0.00014163431,0.00010699403,0.0038489797,0.0000069338803,0.00032213487,0.0000021017436,0.0032112096,0.010373157],"study_design_scores_gemma":[0.0020693915,0.0004420216,0.9915393,0.0010271624,0.0001532274,0.000022530428,0.0032672072,0.000087062304,0.0009572007,0.00014820274,0.0002028258,0.00008384801],"about_ca_topic_score_codex":0.0005655299,"about_ca_topic_score_gemma":0.00011001948,"teacher_disagreement_score":0.016626135,"about_ca_system_score_codex":0.0014674452,"about_ca_system_score_gemma":0.0010885458,"threshold_uncertainty_score":0.9919682},"labels":[],"label_agreement":null},{"id":"W3127653754","doi":"10.32391/ajtes.v5i1.176","title":"Management of Frailty and its Challenges in Geriatric Patients on General Abdominal Anesthesia.","year":2021,"lang":"en","type":"article","venue":"Albanian Journal of Trauma and Emergency Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Delirium; Frailty Index; Geriatrics; American society of anesthesiologists; Intensive care medicine; Gerontology; Surgery; Psychiatry","score_opus":0.05280609892572413,"score_gpt":0.27639687439204164,"score_spread":0.2235907754663175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127653754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9790913,0.016263887,0.0000017233741,0.0036414778,0.00035887753,0.0000946482,0.0000024567405,0.0000032156702,0.000542446],"genre_scores_gemma":[0.9596547,0.039667424,0.00024840867,0.00008174661,0.00009725852,0.0000021615533,0.0000034343807,0.000016965449,0.00022789779],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983944,0.00008748208,0.0007540895,0.00020034185,0.00034465475,0.00021898716],"domain_scores_gemma":[0.9991741,0.000077866025,0.00026004828,0.0001360156,0.00018395072,0.00016800396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003731473,0.00016069898,0.0005117633,0.00028632613,0.000027328902,0.000004727643,0.000051924657,0.00006484496,0.00016352133],"category_scores_gemma":[0.000058938076,0.00014096084,0.0001413399,0.00021501287,0.000022668268,0.00011169192,0.000018800181,0.00017502024,0.0000020709363],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010196982,0.001513003,0.469864,0.0014714706,0.0004695669,0.0056673223,0.0014308535,0.0000120164705,0.0004114892,0.00023916992,0.0051633464,0.51273805],"study_design_scores_gemma":[0.0014540333,0.0003693317,0.99242187,0.0006380822,0.000112049136,0.0006131329,0.0003289769,0.000021432246,0.001126889,0.0000909544,0.0026831585,0.00014011112],"about_ca_topic_score_codex":0.0000052543696,"about_ca_topic_score_gemma":0.000008675681,"teacher_disagreement_score":0.52255785,"about_ca_system_score_codex":0.000022583428,"about_ca_system_score_gemma":0.000036990852,"threshold_uncertainty_score":0.57482165},"labels":[],"label_agreement":null},{"id":"W3127791464","doi":"10.1002/ejhf.1527","title":"December 2020 at a Glance: Focus on COVID-19, Comorbidities and Palliative Care","year":2020,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Hazard ratio; Heart failure; Confidence interval; Internal medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Fraction of inspired oxygen; Mortality rate; Emergency medicine; Cardiology; Disease; Infectious disease (medical specialty)","score_opus":0.0371979378309564,"score_gpt":0.2954942729239018,"score_spread":0.25829633509294536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127791464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55497795,0.0036904756,0.00017835555,0.4366581,0.00023404426,0.00032435442,0.000062561056,0.000062223975,0.0038119354],"genre_scores_gemma":[0.98141706,0.000159912,0.0029507224,0.014294547,0.0008714144,7.4532903e-7,0.000008821768,0.000046771966,0.00024998683],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984685,0.00030347193,0.00038678793,0.0002095106,0.00042146078,0.00021023143],"domain_scores_gemma":[0.9985098,0.00015815887,0.00019460784,0.0001601384,0.00019000068,0.000787276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019341464,0.00019355175,0.0004059094,0.000054916793,0.00013279748,0.00003361344,0.00011558658,0.00003374964,0.00031944003],"category_scores_gemma":[0.0006896813,0.00015133747,0.000128706,0.0001258686,0.00012845958,0.000079237674,0.00008877646,0.0005399779,0.00017314398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000980561,0.00003609261,0.04295497,0.0002702332,0.00011387853,0.0038346671,0.012822992,0.000048541475,0.0014656669,0.000025176607,0.9366172,0.00083002774],"study_design_scores_gemma":[0.00511572,0.0030032753,0.038710512,0.0004287368,0.00009811157,0.0012181927,0.003440237,0.000021709344,0.0011867,0.000014651866,0.94656783,0.00019429291],"about_ca_topic_score_codex":0.0000043853283,"about_ca_topic_score_gemma":0.00002659715,"teacher_disagreement_score":0.42643914,"about_ca_system_score_codex":0.00012988184,"about_ca_system_score_gemma":0.00014393475,"threshold_uncertainty_score":0.6171363},"labels":[],"label_agreement":null},{"id":"W3128092070","doi":"10.1016/j.spinee.2021.01.028","title":"Frailty adversely affects outcomes of patients undergoing spine surgery: a systematic review","year":2021,"lang":"en","type":"review","venue":"The Spine Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; University Health Network; Toronto Western Hospital; University of Toronto","funders":"Toronto General and Western Hospital Foundation","keywords":"Medicine; SPINE (molecular biology); Surgery; Bioinformatics","score_opus":0.06189042411347829,"score_gpt":0.3515107564311296,"score_spread":0.28962033231765133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128092070","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000021160075,0.99431,0.000057235688,0.0009512432,0.0010675282,0.0032525929,0.000026858132,0.000036929494,0.0002764473],"genre_scores_gemma":[0.000019712426,0.9955433,0.00026974935,0.0006521782,0.00031413525,0.000072782146,0.00014239359,0.00012518164,0.0028605412],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99378675,0.0011926835,0.0027628625,0.0003666467,0.0013548415,0.00053623336],"domain_scores_gemma":[0.99381673,0.00040251127,0.0036164343,0.0013009841,0.00055521313,0.0003081405],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002398298,0.0007831901,0.009658378,0.00035025843,0.00014880093,0.000048222595,0.0005551707,0.00025546463,0.00035084883],"category_scores_gemma":[0.009690039,0.00040690892,0.0031103923,0.000858279,0.00009801849,0.00011959126,0.00020795959,0.0014430573,0.00007863534],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[9.001956e-7,0.00018883293,0.000029232351,0.94669753,0.0020561677,0.00014293341,0.000027002028,2.0130715e-7,1.16897645e-7,0.000014836974,0.013693126,0.03714913],"study_design_scores_gemma":[0.00064543524,0.00016199588,0.00065296737,0.92199093,0.016680753,0.0016038617,0.000020030755,9.0454733e-7,4.213125e-7,0.000004518555,0.057911675,0.00032653226],"about_ca_topic_score_codex":0.0000039808237,"about_ca_topic_score_gemma":0.000007692581,"teacher_disagreement_score":0.044218548,"about_ca_system_score_codex":0.00039793065,"about_ca_system_score_gemma":0.0014905051,"threshold_uncertainty_score":0.9998383},"labels":[],"label_agreement":null},{"id":"W3128606526","doi":"10.1503/cmaj.78050","title":"The authors respond to: “Delayed discharge and frailty, delirium and functional decline”","year":2021,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Delirium; Inclusion (mineral); Gerontology; Medicine; Hospital discharge; Psychology; Intensive care medicine; Social psychology","score_opus":0.01785746360300277,"score_gpt":0.26649796601691167,"score_spread":0.2486405024139089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128606526","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058737723,0.0014627184,0.00009582129,0.98855907,0.0029033318,0.00025224846,0.00017144615,0.000018093453,0.0006634812],"genre_scores_gemma":[0.0009891334,0.0007101715,0.0001933416,0.94344026,0.016538855,0.000019869249,0.00026344298,0.000060031794,0.03778487],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99500245,0.00040227248,0.0007148939,0.00040358223,0.0026396364,0.0008371655],"domain_scores_gemma":[0.9940189,0.001203927,0.00028979225,0.00023777252,0.0015219457,0.002727679],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0023723948,0.0003045436,0.0004926076,0.00028548084,0.00074323826,0.00040895774,0.0002003046,0.0017793562,0.0021857521],"category_scores_gemma":[0.016593417,0.00022905327,0.00012866956,0.0003385655,0.00012254693,0.000085152125,0.00010086975,0.0061524254,0.00007752536],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028670134,0.000006103078,0.0029739963,0.000021115788,0.00030198353,0.0019281644,0.00015212063,1.9728088e-7,0.000005042048,0.000016574872,0.98496634,0.009599681],"study_design_scores_gemma":[0.0010448763,0.00009167477,0.023976931,0.0002701375,0.00013971303,0.0031848073,0.00018314255,0.000066994086,0.000002050314,0.00013133453,0.9706823,0.00022600495],"about_ca_topic_score_codex":0.0012229062,"about_ca_topic_score_gemma":0.034531496,"teacher_disagreement_score":0.045118805,"about_ca_system_score_codex":0.0010714334,"about_ca_system_score_gemma":0.0060446314,"threshold_uncertainty_score":0.99959016},"labels":[],"label_agreement":null},{"id":"W3128915600","doi":"10.1016/s2666-7568(20)30059-3","title":"Changes in the severity and lethality of age-related health deficit accumulation in the USA between 1999 and 2018: a population-based cohort study","year":2021,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie Medical Research Foundation","keywords":"Medicine; Frailty Index; National Health and Nutrition Examination Survey; Demography; Gerontology; National Death Index; Proportional hazards model; Cohort study; Population; Cohort; Observational study; Hazard ratio; Environmental health; Confidence interval; Internal medicine","score_opus":0.11231758719964813,"score_gpt":0.39132674914473503,"score_spread":0.2790091619450869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128915600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92861617,0.00067450415,0.0000112204925,0.068321325,0.0000451921,0.0022231888,0.000047168476,0.000015110337,0.00004609835],"genre_scores_gemma":[0.9955277,0.0002361955,0.00007222109,0.0038667466,0.00010579863,0.00005571437,0.00011944671,0.000009547838,0.0000066553634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961009,0.0023009141,0.00049554545,0.00032164986,0.00045605018,0.00032494],"domain_scores_gemma":[0.9976931,0.0012441459,0.00023256487,0.0007171885,0.00005060506,0.00006237604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062012393,0.00015562474,0.0006734843,0.000062369814,0.00016526792,0.000024996643,0.00016550858,0.00009084589,0.0000097484635],"category_scores_gemma":[0.00043395185,0.00008955048,0.000028099965,0.00052952376,0.00011598943,0.00005612243,0.000051715186,0.0005919769,0.0000010574141],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010621618,0.00024623645,0.9888882,0.00032932308,0.000019237817,0.000014709545,0.005602343,0.000020603176,0.0000025350387,0.000035813402,0.00007806249,0.0046567144],"study_design_scores_gemma":[0.0019658704,0.00028804122,0.9960975,0.00012715622,0.000046697027,0.00001863299,0.0007282751,0.00031549434,0.0000034541042,0.00027038786,0.000063610634,0.00007485097],"about_ca_topic_score_codex":0.042600065,"about_ca_topic_score_gemma":0.16044423,"teacher_disagreement_score":0.11784417,"about_ca_system_score_codex":0.00012631872,"about_ca_system_score_gemma":0.0001519323,"threshold_uncertainty_score":0.96377534},"labels":[],"label_agreement":null},{"id":"W3128927756","doi":"10.1097/aln.0000000000003699","title":"Complications as a Mediator of the Perioperative Frailty–Mortality Association","year":2021,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Odds ratio; Perioperative; Confidence interval; Confounding; Retrospective cohort study; Cohort study; Internal medicine; Surgery; Risk of mortality","score_opus":0.03443204456783874,"score_gpt":0.3191538990604827,"score_spread":0.284721854492644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128927756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815547,0.00023905943,0.0000055416294,0.011837077,0.00012559912,0.0002025964,0.0000102032445,0.000022687396,0.0060025747],"genre_scores_gemma":[0.99218595,0.000056666362,0.00021149749,0.0046461066,0.00006723473,0.000034384644,0.00004208229,0.000008862719,0.002747235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906766,0.00020675539,0.00022723181,0.00018419258,0.0001736357,0.00014051181],"domain_scores_gemma":[0.9987486,0.0002831757,0.00013437223,0.0004384438,0.0003466504,0.00004878142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014009888,0.00007976172,0.00024924515,0.000018453924,0.0000706997,0.000003883171,0.000101017606,0.00013775071,0.0002682151],"category_scores_gemma":[0.0015529048,0.00005614299,0.00009591157,0.0001795157,0.00011402609,0.000025510655,0.00004096286,0.00015993835,0.00010379033],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001565775,0.00019107336,0.9641043,0.00003561801,0.0001246417,0.000026469515,0.0013093923,0.0000034022798,0.025556626,0.0034257364,0.0046147704,0.0005923461],"study_design_scores_gemma":[0.00041867205,0.00009908026,0.94702566,0.000024192257,0.00006934056,0.000117535485,0.00021923103,0.000013179196,0.024034655,0.0004357272,0.027490733,0.000052013696],"about_ca_topic_score_codex":0.00010735341,"about_ca_topic_score_gemma":0.00012935398,"teacher_disagreement_score":0.022875963,"about_ca_system_score_codex":0.000079547084,"about_ca_system_score_gemma":0.0003189258,"threshold_uncertainty_score":0.29367673},"labels":[],"label_agreement":null},{"id":"W3129179638","doi":"10.1016/j.ijmedinf.2021.104409","title":"Mapping frailty concepts to SNOMED CT","year":2021,"lang":"en","type":"review","venue":"International Journal of Medical Informatics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"SNOMED CT; Systematized Nomenclature of Medicine; Medicine; Computer science; Artificial intelligence; Data science; Information retrieval; Terminology","score_opus":0.09682763793766641,"score_gpt":0.4448908428720871,"score_spread":0.34806320493442067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129179638","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006632898,0.98048455,0.0062749465,0.0046779145,0.0050575077,0.00040086522,0.000055477027,0.000025684158,0.002956702],"genre_scores_gemma":[0.000021718379,0.98564756,0.007579825,0.0040189605,0.0018814501,0.000010163455,0.00015136458,0.000037248654,0.0006517013],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99131626,0.000092803304,0.0033289397,0.00011669929,0.0048454194,0.0002998559],"domain_scores_gemma":[0.9952334,0.00060953584,0.0015617455,0.00030297687,0.001318226,0.000974095],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013386215,0.0003650221,0.0021889857,0.00079965836,0.000027558552,0.000117883465,0.0014278032,0.000332069,0.002124578],"category_scores_gemma":[0.005167107,0.00026709068,0.0009372131,0.00039017352,0.000112033646,0.00023503651,0.00041576874,0.0018146595,0.00030401416],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007992443,0.000095698684,0.0000061409037,0.0031260273,0.0012437948,0.001970023,0.0008135648,0.0000017075762,6.887601e-8,0.00010203645,0.04566814,0.9469648],"study_design_scores_gemma":[0.0010228407,0.000112698115,0.000004230516,0.08423001,0.0002644901,0.017463416,0.00050739956,0.00008757739,0.0000018948942,0.00001124051,0.89609915,0.00019502762],"about_ca_topic_score_codex":0.000006661913,"about_ca_topic_score_gemma":0.0000020172004,"teacher_disagreement_score":0.9467698,"about_ca_system_score_codex":0.00057827984,"about_ca_system_score_gemma":0.002906382,"threshold_uncertainty_score":0.9999781},"labels":[],"label_agreement":null},{"id":"W3129225342","doi":"10.1159/000514170","title":"Frailty and Autonomy among the Oldest Old: Evidence from the Multicenter Prospective AgeCoDe-AgeQualiDe Study","year":2021,"lang":"en","type":"article","venue":"Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prospective cohort study; Confounding; Demography; Socioeconomic status; Gerontology; Cohort study; Internal medicine; Population; Environmental health","score_opus":0.06951251511114201,"score_gpt":0.34074361077562204,"score_spread":0.27123109566448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129225342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98397267,0.0022571958,0.00033014428,0.010581364,0.00042258407,0.0014450231,0.000014475358,0.00007119022,0.0009053764],"genre_scores_gemma":[0.99238783,0.000051060088,0.0005484905,0.0019211271,0.00024749502,0.00019870349,0.00001094432,0.000023260667,0.0046110754],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979308,0.00049015664,0.00035365988,0.0006121571,0.00024139261,0.0003718356],"domain_scores_gemma":[0.99687684,0.0017576554,0.00012469896,0.00096722506,0.00016890926,0.00010465424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003861662,0.00022714354,0.0004090958,0.000021444057,0.00022705267,0.00006489216,0.00026046965,0.00011840299,0.00043443733],"category_scores_gemma":[0.0011071843,0.00013147599,0.00007511215,0.00013719602,0.00043389518,0.00015856232,0.00027842566,0.0004938185,0.00007200198],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010912024,0.0002663204,0.9581488,0.000016202399,0.00027644876,0.0003562617,0.034349814,0.0000024162066,0.0004244253,0.00006672412,0.0014086803,0.0045748204],"study_design_scores_gemma":[0.0021004686,0.00024266394,0.9852334,0.00015880368,0.0002647181,0.000074874406,0.009503765,0.00022222834,0.0006535306,0.00018578717,0.0012256487,0.00013409047],"about_ca_topic_score_codex":0.003818745,"about_ca_topic_score_gemma":0.022926228,"teacher_disagreement_score":0.027084656,"about_ca_system_score_codex":0.00014016133,"about_ca_system_score_gemma":0.00016286591,"threshold_uncertainty_score":0.99490285},"labels":[],"label_agreement":null},{"id":"W3129442345","doi":"10.1017/s1041610220003932","title":"Frailty and neuropathology in relation to dementia status: the Cambridge City over-75s Cohort study","year":2021,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Medical Research Council; Pfizer Canada; British Medical Association; Canadian Institutes of Health Research; Alzheimer Society; National Institute for Health and Care Research; Fondation pour la Recherche Médicale; General Nursing Council for England and Wales Trust; Abbeyfield Research Foundation","keywords":"Dementia; Neuropathology; Medicine; Population; Cohort study; Gerontology; Cohort; Demography; Internal medicine; Disease; Environmental health","score_opus":0.02181070266633904,"score_gpt":0.3289093467344563,"score_spread":0.30709864406811727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129442345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841208,0.00020074508,0.00051250757,0.006138285,0.0016193053,0.00069070427,0.000042579148,0.000030225052,0.006644888],"genre_scores_gemma":[0.99588984,0.000169232,0.00044393106,0.0018214603,0.00025014274,0.000047002213,0.000060364393,0.000018372399,0.0012996563],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836385,0.00012954815,0.00037748826,0.0004569534,0.00046921748,0.00020294369],"domain_scores_gemma":[0.999102,0.00015034885,0.00008785496,0.00033829524,0.00021919794,0.00010230343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004215387,0.00013129311,0.00018177906,0.00017850424,0.00004680081,0.000050973493,0.00013013663,0.00006374362,0.00013262803],"category_scores_gemma":[0.0006194317,0.000114123955,0.00004136307,0.00043821707,0.000030496785,0.00011084286,0.00012829136,0.00027587826,0.000030424568],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120026205,0.00036428505,0.9916592,0.000005985522,0.0000874052,0.00016615457,0.00035838858,0.000026354028,0.00087203487,0.00033812146,0.003264638,0.002737404],"study_design_scores_gemma":[0.0017587647,0.00015471375,0.97804195,0.000016545557,0.000059888793,0.00009002725,0.00016783758,0.00021381355,0.00004024436,0.00009966512,0.019259607,0.00009695722],"about_ca_topic_score_codex":0.00017180399,"about_ca_topic_score_gemma":0.00025264852,"teacher_disagreement_score":0.01599497,"about_ca_system_score_codex":0.000111532914,"about_ca_system_score_gemma":0.00007373395,"threshold_uncertainty_score":0.46538398},"labels":[],"label_agreement":null},{"id":"W3129998600","doi":"10.1186/s12957-021-02221-6","title":"Impact of frailty on 5-year survival in patients older than 70 years undergoing colorectal surgery for cancer","year":2021,"lang":"en","type":"article","venue":"World Journal of Surgical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Comorbidity; Colorectal cancer; Surgical oncology; Internal medicine; Multivariate analysis; Charlson comorbidity index; Cohort; Univariate analysis; Cancer; Surgery","score_opus":0.03535687009670641,"score_gpt":0.3530432607028107,"score_spread":0.3176863906061043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129998600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99448764,0.00022710008,0.000007682167,0.0019361761,0.0011256005,0.00021379389,0.000034159635,0.0000063663797,0.0019614587],"genre_scores_gemma":[0.9983199,0.0004474207,0.0002213733,0.00010023752,0.00035929139,0.0000070986002,0.000017537848,0.000029017423,0.00049807073],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978315,0.00024485955,0.0008951354,0.00020532789,0.00043864863,0.00038449588],"domain_scores_gemma":[0.9954251,0.0031923372,0.0005109302,0.00014089936,0.00049754203,0.00023318139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064587465,0.00016993788,0.0011194615,0.0004170989,0.00002270592,0.000007782698,0.00009928752,0.00016582437,0.0006863137],"category_scores_gemma":[0.0004992429,0.00013875039,0.0006012356,0.0005043918,0.000104726394,0.00007977589,0.00004244182,0.0005222609,0.0000048029647],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006138056,0.0018598309,0.9591247,0.00007203327,0.00035993423,0.0011821252,0.00020753802,0.00020270313,0.00016108212,0.00007635678,0.0058847317,0.024730936],"study_design_scores_gemma":[0.010719071,0.0025051667,0.9717558,0.0006494433,0.00008394071,0.000116631134,0.000071164555,0.000016393635,0.0003534254,0.00006875179,0.013526415,0.00013379571],"about_ca_topic_score_codex":0.000079812424,"about_ca_topic_score_gemma":0.0011797055,"teacher_disagreement_score":0.02459714,"about_ca_system_score_codex":0.0008138968,"about_ca_system_score_gemma":0.0017056759,"threshold_uncertainty_score":0.7514654},"labels":[],"label_agreement":null},{"id":"W3131124647","doi":"10.1007/978-3-030-58842-7_46","title":"The Frail Patient","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Tamsulosin; Levothyroxine; Metoprolol; Myocardial infarction; Hyperlipidemia; Triamterene; Internal medicine; Endocrinology; Diabetes mellitus; Thyroid; Hydrochlorothiazide","score_opus":0.021223966544552247,"score_gpt":0.2458925184176847,"score_spread":0.22466855187313245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131124647","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001726363,0.003085171,0.000017917384,0.00797826,0.00061583985,0.00030949246,0.000010080376,0.00007286515,0.9878931],"genre_scores_gemma":[0.00046206452,0.00076362153,0.00030602154,0.0024930786,0.0003126517,0.000009552991,0.000073194016,0.000055795383,0.99552405],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988844,0.000005742785,0.00026013528,0.00025765836,0.00041748348,0.00017460326],"domain_scores_gemma":[0.9987933,0.00014091496,0.00007418963,0.00070570013,0.00017764748,0.000108259774],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000045601133,0.00021018343,0.00027244352,0.00002964688,0.00007671107,0.000026183656,0.000090915084,0.00023127797,0.006793743],"category_scores_gemma":[0.0000815844,0.0001232453,0.00018568058,0.000012225457,0.00009365638,0.000011660745,0.00010134336,0.0004396532,0.0010708431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026570864,0.000021046551,0.000013071136,0.00006332422,0.00026845516,0.00036065534,0.00012392394,1.8280112e-7,0.000015701666,0.1671365,0.5994212,0.23254938],"study_design_scores_gemma":[0.000255296,0.00014028903,0.000034856035,0.00032135556,0.00008186458,0.00009429506,0.00003842071,0.0000040057257,0.00011273071,0.0018550414,0.9969243,0.00013758006],"about_ca_topic_score_codex":0.0000138038,"about_ca_topic_score_gemma":0.00008620887,"teacher_disagreement_score":0.39750308,"about_ca_system_score_codex":0.000080128164,"about_ca_system_score_gemma":0.0001571893,"threshold_uncertainty_score":0.9997069},"labels":[],"label_agreement":null},{"id":"W3131219415","doi":"10.3906/sag-2012-242","title":"Impact of frailty and ultrasonography-based sarcopenia on the development of postoperative complications in gastrointestinal cancer patients","year":2021,"lang":"en","type":"article","venue":"TURKISH JOURNAL OF MEDICAL SCIENCES","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sarcopenia; Adverse effect; Cancer; Population; Internal medicine; Surgery","score_opus":0.06598770380560354,"score_gpt":0.3766074696728142,"score_spread":0.3106197658672107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131219415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98767495,0.00014575395,0.000106492,0.011697266,0.000031640386,0.00010415856,0.000011022497,0.0000013601942,0.00022735413],"genre_scores_gemma":[0.9952979,0.000020614913,0.0042970646,0.00036155272,0.000012304288,0.0000025186914,0.00000213519,0.0000024413164,0.0000034669313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99799025,0.00009450583,0.0005134191,0.00011319188,0.0011439509,0.00014467677],"domain_scores_gemma":[0.9985873,0.00051458733,0.00027733343,0.00007317482,0.0003676671,0.00017991236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086540746,0.00008105934,0.00024829432,0.000117056494,0.00006643213,0.000011975522,0.00023124406,0.000028645482,0.00032793984],"category_scores_gemma":[0.0014657133,0.00004213283,0.00007044213,0.0004995213,0.00065715314,0.000056462173,0.000028703957,0.00027275414,4.5045684e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076792145,0.00059131795,0.9842376,0.000018737337,0.000029584866,0.000014215904,0.001073707,0.000056319346,0.0023813064,0.0000498501,0.00059387105,0.010876658],"study_design_scores_gemma":[0.0012606536,0.001034016,0.9907281,0.0022777223,0.000009913648,0.00008885094,0.00036030047,0.00018954446,0.003918433,0.000033963843,0.000057669604,0.00004084945],"about_ca_topic_score_codex":0.00008074059,"about_ca_topic_score_gemma":0.00019952707,"teacher_disagreement_score":0.011335714,"about_ca_system_score_codex":0.000058024678,"about_ca_system_score_gemma":0.001983087,"threshold_uncertainty_score":0.3590711},"labels":[],"label_agreement":null},{"id":"W3131279233","doi":"10.1093/ageing/afab006","title":"A classification tree to assist with routine scoring of the Clinical Frailty Scale","year":2021,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":175,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Frailty Network; Canada Research Chairs; Dalhousie Medical Research Foundation","keywords":"Medicine; Intraclass correlation; Decision tree; Rating scale; Scoring system; Decision tree learning; Machine learning; Psychometrics; Clinical psychology; Psychology; Computer science; Internal medicine","score_opus":0.06736333518711823,"score_gpt":0.33581823376530395,"score_spread":0.2684548985781857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131279233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900985,0.00008450707,0.00084741245,0.0041638,0.00007894422,0.00013732108,0.0000018113521,0.00001757938,0.0045701526],"genre_scores_gemma":[0.9943012,0.000011644974,0.002485821,0.0006295801,0.00013159166,0.000005332307,0.000004693435,0.000009693517,0.0024204585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992665,0.00004450288,0.00022093064,0.00019898968,0.00015863721,0.00011045673],"domain_scores_gemma":[0.999395,0.00008882286,0.00006058417,0.00031032792,0.00006677893,0.000078452635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015661889,0.00006787464,0.00018333008,0.000018492867,0.000059548314,0.000016482974,0.000052722717,0.000042754407,0.000014896529],"category_scores_gemma":[0.00026601113,0.000042954067,0.000048811737,0.00020099382,0.000066427565,0.00003860331,0.0000651671,0.0001515635,0.0000036649278],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011588254,0.00020800465,0.63838285,0.0001543695,0.00008162107,0.0016566311,0.0011211777,0.000006226375,0.039362486,0.00013205645,0.0008157657,0.31796294],"study_design_scores_gemma":[0.00078995025,0.00009863959,0.99151206,0.00058223424,0.000063782136,0.000030816493,0.00026931506,0.00011815178,0.0043947985,0.000031049218,0.002054377,0.00005484674],"about_ca_topic_score_codex":0.00003913701,"about_ca_topic_score_gemma":0.00051256677,"teacher_disagreement_score":0.3531292,"about_ca_system_score_codex":0.000013549155,"about_ca_system_score_gemma":0.000051534684,"threshold_uncertainty_score":0.1751616},"labels":[],"label_agreement":null},{"id":"W3131357832","doi":"10.3390/geriatrics6010018","title":"The Seniors’ Community Hub: An Integrated Model of Care for the Identification and Management of Frailty in Primary Care","year":2021,"lang":"en","type":"article","venue":"Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Geriatrics; Teamwork; Intervention (counseling); Primary care; Gerontology; Activities of daily living; Family medicine; Physical therapy; Nursing","score_opus":0.03539294024550117,"score_gpt":0.2954710103335962,"score_spread":0.260078070088095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131357832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98902184,0.0043923934,0.004345765,0.00056126877,0.00013904835,0.00097274705,0.00018706467,0.000015707612,0.00036417544],"genre_scores_gemma":[0.9944195,0.0014221058,0.0034460833,0.000043917655,0.000015352096,0.000045234006,0.00037669158,0.000012448,0.00021865654],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99919164,0.000102770115,0.00031809934,0.0001120652,0.00017125612,0.00010414],"domain_scores_gemma":[0.99855685,0.00020486604,0.00012242004,0.0006244422,0.00046560532,0.000025786474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000337229,0.00007873968,0.00017072317,0.00004028268,0.0001331127,0.00001535701,0.00015787379,0.00005871587,0.0000012308446],"category_scores_gemma":[0.00009409611,0.00005194729,0.000044084412,0.0002798742,0.0000742534,0.000043262018,0.000101336795,0.00017547337,1.8183513e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014022314,0.0009234651,0.020965124,0.025739852,0.00053031434,0.000018574323,0.1811566,0.0075080986,0.030158417,0.002698946,0.002046191,0.7268522],"study_design_scores_gemma":[0.008419909,0.00063639175,0.43023014,0.00092355965,0.0012408769,0.000016746548,0.47552666,0.038664155,0.035838187,0.0012237736,0.0068352097,0.0004444092],"about_ca_topic_score_codex":0.00018992624,"about_ca_topic_score_gemma":0.0008546139,"teacher_disagreement_score":0.72640777,"about_ca_system_score_codex":0.000094545474,"about_ca_system_score_gemma":0.0001051267,"threshold_uncertainty_score":0.2118349},"labels":[],"label_agreement":null},{"id":"W3131993856","doi":"10.1186/s13054-021-03510-y","title":"Frailty status among older critically ill patients with severe acute kidney injury","year":2021,"lang":"en","type":"article","venue":"Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Alberta; St. Michael's Hospital; Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Frailty Network","keywords":"Medicine; Hazard ratio; Proportional hazards model; Observational study; Acute kidney injury; Internal medicine; Cohort study; Logistic regression; Prospective cohort study; Cohort; Epidemiology; Intensive care medicine; Emergency medicine; Confidence interval","score_opus":0.011312245685230116,"score_gpt":0.2938677652898761,"score_spread":0.28255551960464603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131993856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9415023,0.00031384797,0.0006444081,0.017849838,0.0009271434,0.0008522252,0.0032364086,0.0003872752,0.034286574],"genre_scores_gemma":[0.96650326,0.000009573585,0.004404697,0.02645484,0.00019580602,0.000043795746,0.0012294792,0.000084923944,0.0010736379],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99713475,0.00008372391,0.00035287126,0.00068831287,0.00084213726,0.0008982251],"domain_scores_gemma":[0.990602,0.00017101504,0.000021555452,0.0007324716,0.0070073083,0.0014656591],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000038473303,0.00033371628,0.00048007135,0.000068535766,0.0001424453,0.000088233304,0.00012999358,0.00026449538,0.0020814154],"category_scores_gemma":[0.007658132,0.0002859602,0.00014214001,0.00030312958,0.000514209,0.00025200285,0.0001591238,0.0006379709,0.0001457956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052695326,0.0011245718,0.8823451,0.002390084,0.00032150635,0.0031757893,0.0024021682,4.118793e-7,0.0004057373,0.0020625386,0.09232949,0.012915674],"study_design_scores_gemma":[0.0061440524,0.0013691782,0.9566822,0.0014868513,0.0010583274,0.0001404487,0.0029101244,0.00002277268,0.0039572725,0.00028851107,0.025067866,0.00087238307],"about_ca_topic_score_codex":0.00002394105,"about_ca_topic_score_gemma":0.000016239454,"teacher_disagreement_score":0.07433713,"about_ca_system_score_codex":0.00021467783,"about_ca_system_score_gemma":0.0005826381,"threshold_uncertainty_score":0.99995923},"labels":[],"label_agreement":null},{"id":"W3132382918","doi":"10.1186/s12877-021-02063-7","title":"Patterns and predictive factors of loss of the independence trajectory among community-dwelling older adults","year":2021,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Autonomy; Activities of daily living; Independence (probability theory); Multinomial logistic regression; Gerontology; Medicine; Observational study; Trajectory; Psychology; Physical medicine and rehabilitation; Demography; Physical therapy; Internal medicine; Statistics; Political science","score_opus":0.019256280991078626,"score_gpt":0.24739667715162905,"score_spread":0.22814039616055043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132382918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972976,0.0003595616,0.0014201151,0.000030743835,0.00027282405,0.00035208394,0.00012567313,0.000018589524,0.00012282845],"genre_scores_gemma":[0.99931085,0.00011815312,0.00031633466,0.000025019039,0.000053413263,0.0000053841354,0.0000267159,0.000021187874,0.00012292409],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985476,0.00026064538,0.00037806862,0.00018595465,0.00044925016,0.00017844098],"domain_scores_gemma":[0.9981926,0.0005365182,0.00024669344,0.00059455965,0.00034298145,0.00008665036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026071715,0.00015241514,0.00033304817,0.00007555427,0.00008406425,0.000008331907,0.00018865324,0.00016634581,0.000044225522],"category_scores_gemma":[0.0006030461,0.00011640829,0.00011724978,0.00033581443,0.0001552685,0.000079407015,0.00018201438,0.0005616395,5.101525e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060311086,0.00019496823,0.98898697,0.0009561759,0.000041317624,0.0000065706445,0.009139976,0.00007478787,0.00029735485,0.0000051934576,0.000029832554,0.00020655227],"study_design_scores_gemma":[0.001293633,0.00011004603,0.97088563,0.0006042749,0.00013005435,0.000021017413,0.0066795917,0.00027963027,0.019873958,0.000019998872,0.000007362938,0.00009479591],"about_ca_topic_score_codex":0.00069579127,"about_ca_topic_score_gemma":0.0006901865,"teacher_disagreement_score":0.019576604,"about_ca_system_score_codex":0.00003916014,"about_ca_system_score_gemma":0.00019394713,"threshold_uncertainty_score":0.47469926},"labels":[],"label_agreement":null},{"id":"W3132834441","doi":"10.1016/j.jgo.2021.02.014","title":"Optimizing care for older adults with cancer: International Society of Geriatric Oncology Nursing and Allied Health Interest Group and European Oncology Nursing Society survey results from nurses regarding challenges and opportunities caring for older adults with cancer","year":2021,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Victoria; University of Calgary; University of Saskatchewan; University of British Columbia; University Health Network; University of Toronto","funders":"European Oncology Nursing Society","keywords":"Geriatric oncology; Medicine; Oncology nursing; Cancer; Health care; Nursing; Family medicine; Population; Global health; Oncology; Internal medicine; Public health; Nurse education; Environmental health; Political science","score_opus":0.06816592985952155,"score_gpt":0.35683399497560153,"score_spread":0.28866806511608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132834441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.865483,0.102764174,0.0018770124,0.024767302,0.0021701062,0.00166763,0.0007021312,0.000038869806,0.000529793],"genre_scores_gemma":[0.8064451,0.1337728,0.057022724,0.00058973423,0.001602563,0.0000720138,0.00028778092,0.00011553679,0.00009172638],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99640536,0.0004981766,0.0013590065,0.0007895497,0.00032956168,0.0006183237],"domain_scores_gemma":[0.9937201,0.0019156612,0.0020976134,0.00022993424,0.0016332349,0.0004034382],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013287845,0.00044794727,0.0017310675,0.00024171079,0.00027345674,0.000049857754,0.00019501195,0.00037391132,0.000009493332],"category_scores_gemma":[0.00021477901,0.0003763016,0.00022162955,0.00018319757,0.0004983731,0.0003019117,0.00009905209,0.000646891,4.1669423e-8],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018194713,0.0007315909,0.0016628046,0.001682149,0.0014587588,0.00013243762,0.17934923,0.0000876245,0.0003234404,0.000028282295,0.0059888656,0.7903601],"study_design_scores_gemma":[0.1542406,0.025882823,0.20997584,0.033378087,0.003648779,0.0045084264,0.5300722,0.0033314435,0.00068214204,0.000064392734,0.032722004,0.0014932542],"about_ca_topic_score_codex":0.00055915024,"about_ca_topic_score_gemma":0.0027716574,"teacher_disagreement_score":0.7888668,"about_ca_system_score_codex":0.00259815,"about_ca_system_score_gemma":0.0031908283,"threshold_uncertainty_score":0.99986887},"labels":[],"label_agreement":null},{"id":"W3132964155","doi":"10.1007/s12603-021-1606-6","title":"Community-Based Peer-Led Intervention for Healthy Ageing and Evaluation of the ‘HAPPY' Program","year":2021,"lang":"en","type":"article","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Geriatric Depression Scale; Cognition; Medicine; Active ageing; Cognitive decline; Montreal Cognitive Assessment; Workforce; Psychology; Dementia; Cognitive impairment; Psychiatry; Older people; Disease","score_opus":0.10814212794421338,"score_gpt":0.43876823709637225,"score_spread":0.33062610915215884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3132964155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8386145,0.0035642567,0.0022290004,0.15383962,0.00027817703,0.0014359266,0.000008308874,0.000012760236,0.000017419723],"genre_scores_gemma":[0.9935544,0.00021386555,0.0036973646,0.0022779256,0.00016588173,0.00003447874,0.000023768112,0.000012811169,0.000019491874],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99651,0.0019079673,0.0006988642,0.000059618327,0.0006578415,0.00016570295],"domain_scores_gemma":[0.99658614,0.0005555142,0.0007768218,0.0002330194,0.0017569518,0.00009152077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009574324,0.00008021278,0.00027253156,0.00009819581,0.0003638683,0.00001839543,0.00010351254,0.000038246566,0.000009281397],"category_scores_gemma":[0.0010439124,0.000053406387,0.00014313178,0.00023087168,0.000066019595,0.00008748172,0.000028461067,0.00054219353,1.7454855e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033330335,0.009342419,0.0053826724,0.029415539,0.00036052184,0.000010849082,0.0196423,0.0007606754,0.009063894,0.00017695515,0.013819959,0.90869117],"study_design_scores_gemma":[0.13664751,0.02658295,0.46988666,0.1097119,0.0039307857,0.0041960822,0.050067034,0.109167315,0.031281073,0.016107073,0.041699048,0.0007225555],"about_ca_topic_score_codex":0.00011416272,"about_ca_topic_score_gemma":0.000117569965,"teacher_disagreement_score":0.90796864,"about_ca_system_score_codex":0.00024097293,"about_ca_system_score_gemma":0.00044993844,"threshold_uncertainty_score":0.33182886},"labels":[],"label_agreement":null},{"id":"W3133705019","doi":"10.5152/fnjn.2021.414736","title":"Assessment of Frailty in the Elderly","year":2021,"lang":"en","type":"article","venue":"Florence Nightingale Journal of Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Informed consent; Gerontology; Scale (ratio); Family medicine; Alternative medicine","score_opus":0.056365858091231354,"score_gpt":0.374421115723153,"score_spread":0.31805525763192166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133705019","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9757347,0.0008388709,0.0017916791,0.0057741688,0.0006744781,0.000099148565,0.0000018969913,0.0000052309565,0.015079809],"genre_scores_gemma":[0.9847593,0.000047553185,0.014579632,0.00016781039,0.00030857563,8.941317e-7,0.000002201584,0.000009653082,0.00012441195],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99812376,0.00017102998,0.00067160116,0.00011913882,0.00070448493,0.00020995774],"domain_scores_gemma":[0.9985315,0.00027719038,0.00040518382,0.00025463637,0.00045882806,0.00007264339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083049707,0.000105891275,0.00036778918,0.00014425216,0.000048905382,0.000025418485,0.00020102835,0.00006698753,0.00010907102],"category_scores_gemma":[0.0005628949,0.00007219561,0.00014394539,0.0004380132,0.00010904046,0.00014907241,0.000012605892,0.0006404321,0.0000014105251],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002752107,0.004545903,0.21358438,0.00047023583,0.0002582754,0.0041849054,0.034273896,0.0006040124,0.24271058,0.0016958169,0.018089972,0.47930682],"study_design_scores_gemma":[0.0030616631,0.0019354029,0.9431216,0.0085806735,0.00021245287,0.0058143516,0.009215931,0.0009699312,0.023591561,0.0015648033,0.0017497959,0.00018179815],"about_ca_topic_score_codex":0.000005707586,"about_ca_topic_score_gemma":0.000006918729,"teacher_disagreement_score":0.72953725,"about_ca_system_score_codex":0.00014479634,"about_ca_system_score_gemma":0.0004718739,"threshold_uncertainty_score":0.29440516},"labels":[],"label_agreement":null},{"id":"W3133841503","doi":"10.1200/jco.2021.39.6_suppl.76","title":"Impact of treatment and frailty on elder-relevant physical function outcomes in older adults with metastatic castration-resistant prostate cancer (mCRPC).","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"Prostate Cancer Canada","keywords":"Medicine; Prostate cancer; Enzalutamide; Grip strength; Geriatric oncology; Logistic regression; Activities of daily living; Cohort; Prospective cohort study; Performance status; Gerontology; Physical therapy; Cancer; Internal medicine","score_opus":0.08304001130764442,"score_gpt":0.4623121076593699,"score_spread":0.3792720963517255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133841503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962182,0.0002663988,0.000020026266,0.0026575825,0.00024358837,0.00036659374,0.000025683874,0.000004605743,0.00019731205],"genre_scores_gemma":[0.9978675,0.00046319532,0.0009116974,0.00025175564,0.00015589877,0.000015579595,0.0000059442173,0.000017150482,0.0003112728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974627,0.00031275649,0.0014851306,0.00024403652,0.00028293527,0.0002124235],"domain_scores_gemma":[0.99649286,0.0015136956,0.00106851,0.00018308949,0.00048299946,0.00025886807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044940194,0.00020015443,0.0016357356,0.00011364684,0.000019263141,0.000006658297,0.000045032055,0.00012331273,0.00011400438],"category_scores_gemma":[0.00094244874,0.00010995167,0.00036195197,0.00016085483,0.00015905492,0.00010305378,0.000014810015,0.00051225483,0.0000023001455],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.044434436,0.015590126,0.6795816,0.00017223707,0.002888865,0.0021299256,0.0027650106,0.00044585878,0.0016172095,0.000054643057,0.00035912046,0.24996097],"study_design_scores_gemma":[0.02282425,0.059474703,0.91501737,0.00054201426,0.00069692085,0.0001822109,0.0003912139,0.00014388638,0.00030819533,0.00010718221,0.00021827212,0.000093760114],"about_ca_topic_score_codex":0.0004223411,"about_ca_topic_score_gemma":0.0020184861,"teacher_disagreement_score":0.24986722,"about_ca_system_score_codex":0.00039745576,"about_ca_system_score_gemma":0.0026464197,"threshold_uncertainty_score":0.46946347},"labels":[],"label_agreement":null},{"id":"W3134108600","doi":"10.1200/jco.2021.39.6_suppl.63","title":"The potential role of frailty in modifying quality-of-life related outcomes in metastatic castration-resistant prostate cancer (mCRPC) patients receiving docetaxel, abiraterone, enzalutamine, and radium 223.","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"Prostate Cancer Canada","keywords":"Medicine; Prostate cancer; Quality of life (healthcare); Docetaxel; Mood; Enzalutamide; Cohort; Internal medicine; Physical therapy; Oncology; Cancer; Psychiatry","score_opus":0.1044263283584014,"score_gpt":0.4489344362996103,"score_spread":0.3445081079412089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134108600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99052644,0.002257993,0.000012074671,0.006083799,0.00065472163,0.00030511693,0.000019909772,0.0000031974791,0.00013674646],"genre_scores_gemma":[0.99641883,0.0015400575,0.0014986198,0.0002661715,0.00005784997,0.000007669931,0.0000052085084,0.0000165519,0.00018902797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.992696,0.0013434567,0.0049311407,0.00022598749,0.00052957196,0.00027386262],"domain_scores_gemma":[0.9923893,0.0037135454,0.0027889032,0.0002119538,0.00069633656,0.00019991273],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0039916905,0.00016363374,0.0018029287,0.00015418089,0.000039489896,0.000013306076,0.00014077194,0.00022131602,0.000031778705],"category_scores_gemma":[0.014187529,0.00011008117,0.00022903291,0.00028346188,0.0002770048,0.00017357946,0.0000715522,0.0010052961,7.018035e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038540706,0.0020793309,0.9385058,0.00020505815,0.00050742243,0.00021786828,0.001196234,0.0005920682,0.0053209877,0.0000689943,0.00007800815,0.04737415],"study_design_scores_gemma":[0.01722163,0.0016832473,0.9775504,0.00037781263,0.00016752772,0.000025683872,0.0010761246,0.0005188854,0.00031057757,0.00064606284,0.0003272662,0.00009480787],"about_ca_topic_score_codex":0.0005550879,"about_ca_topic_score_gemma":0.0038792556,"teacher_disagreement_score":0.047279343,"about_ca_system_score_codex":0.00016386074,"about_ca_system_score_gemma":0.0019673128,"threshold_uncertainty_score":0.99411637},"labels":[],"label_agreement":null},{"id":"W3134271494","doi":"10.1097/tp.0000000000003669","title":"Validation of Cognitive Impairment in Combination With Physical Frailty as a Predictor of Mortality in Patients With Advanced Heart Failure Referred for Heart Transplantation","year":2021,"lang":"en","type":"article","venue":"Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Cognitive impairment; Heart transplantation; Cohort; Cohort study; Cognition; Transplantation","score_opus":0.014470901272013796,"score_gpt":0.292368545450504,"score_spread":0.2778976441784902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134271494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950732,0.0000060561783,0.0022713384,0.00021137678,0.000024269257,0.001927344,0.00042654967,0.000020064523,0.000039775892],"genre_scores_gemma":[0.9925306,0.000012556774,0.0018211885,0.000035615445,0.000009342409,0.0001599078,0.005403106,0.000020163287,0.0000075108537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985802,0.00009431368,0.00040625915,0.00028894958,0.00047024695,0.00016003489],"domain_scores_gemma":[0.9990624,0.00018746006,0.00014494592,0.00012271227,0.00043440395,0.00004803228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000121886434,0.0001551011,0.00038490046,0.00014901826,0.00001830808,0.0000048641627,0.000028274568,0.0000757979,0.0000110197425],"category_scores_gemma":[0.000034779896,0.00013860184,0.000050587572,0.00037089668,0.000056780143,0.0002815194,0.0000017034864,0.000116328934,7.387194e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016464273,0.0030135005,0.95156115,0.0023195096,0.00009655147,0.000012978622,0.009295082,0.0008006265,0.016021792,0.00008713697,0.000006490992,0.00032090032],"study_design_scores_gemma":[0.025354104,0.0028378065,0.7917918,0.0018723193,0.00023858213,0.00000979102,0.00034378373,0.00022792393,0.17711402,0.00010158347,9.793087e-7,0.00010731135],"about_ca_topic_score_codex":0.000099610144,"about_ca_topic_score_gemma":0.00043649308,"teacher_disagreement_score":0.16109224,"about_ca_system_score_codex":0.00007275968,"about_ca_system_score_gemma":0.00015682795,"threshold_uncertainty_score":0.5652019},"labels":[],"label_agreement":null},{"id":"W3134357514","doi":"10.5770/cgj.24.434","title":"Volunteer Impact on Health-Related Outcomes for Seniors: a Systematic Review And Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Meta-analysis; Psychological intervention; Randomized controlled trial; MEDLINE; Gerontology; Dementia; Systematic review; Cochrane Library; Physical therapy; Nursing; Disease; Internal medicine","score_opus":0.07602436067539477,"score_gpt":0.37965896036895735,"score_spread":0.3036345996935626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134357514","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.5870295e-7,0.98288846,0.00003389504,0.0100509655,0.0002559373,0.005252884,0.0014448608,0.0000184018,0.000054353153],"genre_scores_gemma":[0.0000027846902,0.9897468,0.00036230075,0.0036134361,0.00012501772,0.00026867652,0.00044425766,0.00012749723,0.0053092246],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99392134,0.00085508864,0.0031155196,0.000616219,0.00058124436,0.0009106032],"domain_scores_gemma":[0.9925436,0.00086657854,0.0022610114,0.0010079307,0.0006390449,0.0026818584],"candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.0027671014,0.00092585426,0.01990065,0.002353026,0.00027285385,0.00023606958,0.00032759603,0.00046982756,0.0009316521],"category_scores_gemma":[0.0029640298,0.00055019726,0.010387047,0.002338657,0.00003601335,0.00007823853,0.000027459178,0.0013038677,0.000040013394],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012745909,0.000021531849,0.0000036045374,0.66763777,0.28529277,0.00035531094,0.000053677657,0.0000014901188,5.0801124e-10,0.000011374561,0.04380039,0.002820779],"study_design_scores_gemma":[0.0002778841,0.00013419356,0.0000038221006,0.049804453,0.7689396,0.0041261604,0.00001422138,0.00000411075,1.8094851e-9,0.0000065892764,0.1763318,0.00035716116],"about_ca_topic_score_codex":0.00466559,"about_ca_topic_score_gemma":0.008310246,"teacher_disagreement_score":0.6178333,"about_ca_system_score_codex":0.0025564416,"about_ca_system_score_gemma":0.007086332,"threshold_uncertainty_score":0.99998164},"labels":[],"label_agreement":null},{"id":"W3134370797","doi":"10.1016/j.cjco.2021.02.013","title":"Health-Related Quality of Life in Older Adults With Acute Cardiovascular Disease Undergoing Early Mobilization","year":2021,"lang":"en","type":"article","venue":"CJC Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"Fonds de Recherche du Québec - Santé; Jewish General Hospital","keywords":"Mobilization; Medicine; Disease; Gerontology; Quality of life (healthcare); Physical therapy; Internal medicine; Political science; Nursing","score_opus":0.02722653964826121,"score_gpt":0.30912888301519587,"score_spread":0.28190234336693465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134370797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918549,0.0030505033,0.00047983511,0.0022774758,0.00007377929,0.0014864329,0.000025432284,0.000032324137,0.00071932195],"genre_scores_gemma":[0.99772066,0.00023701902,0.0006267577,0.0004046874,0.000020546766,0.000058610047,0.00020467804,0.000032091437,0.0006949777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979996,0.00029486755,0.0005982666,0.0004362111,0.00043554828,0.00023549472],"domain_scores_gemma":[0.9983935,0.0000901834,0.00015901394,0.0008200187,0.0002336809,0.00030360007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005087529,0.00014248343,0.00082461553,0.00006593683,0.00004257017,0.00003203734,0.00016611113,0.00006838841,0.0000991733],"category_scores_gemma":[0.0005003331,0.00012761481,0.00012466472,0.0005457757,0.000054845103,0.00022889375,0.00015299869,0.00016563822,0.000015175353],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0056341346,0.0018236826,0.95024604,0.004087923,0.004094845,0.0014688238,0.011964099,0.0035682288,0.00018329734,0.0007028346,0.0011282655,0.015097834],"study_design_scores_gemma":[0.013089188,0.00018916339,0.9823082,0.0025371786,0.00018283316,0.000027499944,0.0008487364,0.00027317525,0.00019174034,0.00006907158,0.00009875115,0.00018445794],"about_ca_topic_score_codex":0.00387757,"about_ca_topic_score_gemma":0.0011339205,"teacher_disagreement_score":0.032062173,"about_ca_system_score_codex":0.00012407193,"about_ca_system_score_gemma":0.0013005367,"threshold_uncertainty_score":0.5861752},"labels":[],"label_agreement":null},{"id":"W3134468461","doi":"10.1016/s2666-7568(21)00030-1","title":"Does determining the degree of frailty help pandemic decision-making when resources are scarce?","year":2021,"lang":"en","type":"letter","venue":"The Lancet Healthy Longevity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie Medical Research Foundation","keywords":"Medicine; Scopus; Gerontology; Coronavirus disease 2019 (COVID-19); Pandemic; Observational study; MEDLINE; Family medicine; Internal medicine; Disease","score_opus":0.13399169318047421,"score_gpt":0.3517389798465678,"score_spread":0.2177472866660936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134468461","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30180237,0.0038070544,0.00014002596,0.6903795,0.0013348856,0.0013175122,0.00029299696,0.0001705227,0.000755159],"genre_scores_gemma":[0.30595818,0.0013649574,0.0018997791,0.6731757,0.016134128,0.00010185192,0.0001329083,0.00017204203,0.0010604393],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942456,0.0010483176,0.0011090088,0.0009105894,0.0015326767,0.0011538459],"domain_scores_gemma":[0.9888173,0.00611996,0.0012354237,0.0032460317,0.00044364814,0.00013763421],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0020990125,0.00064570317,0.002149027,0.00014825715,0.00048755846,0.000097937154,0.0015206665,0.0009515886,0.000271989],"category_scores_gemma":[0.0030883027,0.00029014872,0.00044418155,0.0003545837,0.00059490994,0.000095535244,0.0006335237,0.005168071,0.000037276102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048206336,0.000056324097,0.17960286,0.0023577765,0.00021402008,0.00034177882,0.0029136345,0.0000034672146,0.000010327956,0.0000013961208,0.7025647,0.11145162],"study_design_scores_gemma":[0.0019934396,0.0002633035,0.40424302,0.010293754,0.00047983506,0.00024652507,0.0005517111,0.00007100122,0.00003152566,0.0013197307,0.5799736,0.0005325911],"about_ca_topic_score_codex":0.000306764,"about_ca_topic_score_gemma":0.0017102547,"teacher_disagreement_score":0.22464015,"about_ca_system_score_codex":0.00032016472,"about_ca_system_score_gemma":0.0004112644,"threshold_uncertainty_score":0.99995506},"labels":[],"label_agreement":null},{"id":"W3134680891","doi":"10.1002/ana.26064","title":"Frailty and Risk of Dementia in Mild Cognitive Impairment Subtypes","year":2021,"lang":"en","type":"article","venue":"Annals of Neurology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"National Institute on Aging","keywords":"Dementia; Cognitive impairment; Hazard ratio; Confidence interval; Medicine; Gerontology; Cognition; Internal medicine; Psychology; Psychiatry; Disease","score_opus":0.05429256181938361,"score_gpt":0.3339479438806065,"score_spread":0.27965538206122287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134680891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916647,0.0019555793,0.000007075614,0.0056218104,0.000057624504,0.00014406617,0.00003939288,0.0000065204445,0.0005032375],"genre_scores_gemma":[0.99526554,0.0023616478,0.00007303231,0.0022022198,0.000018854946,0.000005149092,0.000013085005,0.000008360377,0.00005212461],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991186,0.00013921721,0.00026461988,0.00020422823,0.000105636645,0.00016768747],"domain_scores_gemma":[0.9992103,0.000290908,0.0001131372,0.00014499531,0.000186476,0.000054169115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014362729,0.00008147382,0.0002990399,0.00008865583,0.000010156914,0.0000012761919,0.000034989756,0.00008061743,0.00011354654],"category_scores_gemma":[0.0004352122,0.0000786403,0.000050137078,0.00012525739,0.00013961621,0.000026237327,0.00006576843,0.00016735974,0.0000037896752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007305342,0.0003987451,0.99091226,0.00011866401,0.00022386138,0.00020895869,0.0004401711,0.000004408219,0.0024181919,0.00004129932,0.0013095225,0.0031933915],"study_design_scores_gemma":[0.001646802,0.0014370936,0.9534054,0.00005903964,0.00010081858,0.000060544415,0.000059738555,0.000046725083,0.04225576,0.00038351276,0.0004972034,0.000047408706],"about_ca_topic_score_codex":0.00018390073,"about_ca_topic_score_gemma":0.00030040194,"teacher_disagreement_score":0.039837565,"about_ca_system_score_codex":0.000001074976,"about_ca_system_score_gemma":0.000048426016,"threshold_uncertainty_score":0.32068586},"labels":[],"label_agreement":null},{"id":"W3135154549","doi":"10.1161/circ.142.suppl_3.14496","title":"Abstract 14496: Frailty is Associated With Increased Cardiovascular Mortality in 2,837,152 United States Veterans Aged 65 and Older","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Janeway Children's Health and Rehabilitation Centre","funders":"","keywords":"Medicine; Frailty Index; Medicaid; Gerontology; Cohort; Demography; Internal medicine; Health care","score_opus":0.04138963718629696,"score_gpt":0.27000394728191074,"score_spread":0.22861431009561378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135154549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99751604,0.00025590046,0.0004855831,0.0007332827,0.000030242865,0.00065186224,0.000052092277,0.00012371021,0.00015131671],"genre_scores_gemma":[0.99720514,0.000028971348,0.00006270024,0.0013299288,0.00005584649,0.000018400508,0.0012570063,0.000035568748,0.0000064136816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839985,0.0001242158,0.00032945388,0.0004138558,0.0004932398,0.00023940162],"domain_scores_gemma":[0.99911845,0.000118597716,0.0000991293,0.00031780815,0.0001450673,0.00020097132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032137055,0.00020403683,0.00043885177,0.00013062803,0.000059286547,0.000034652097,0.00005546705,0.00015691113,0.00009039185],"category_scores_gemma":[0.00036538043,0.00019216984,0.000107351574,0.0006121104,0.00007122136,0.00017008084,0.000016894634,0.00029960932,0.000009228477],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001108208,0.000109740104,0.9868634,0.00019012953,0.00072752795,0.00019896556,0.0052523008,0.0023295656,0.002681652,0.0000024308931,0.00022303294,0.0013104833],"study_design_scores_gemma":[0.0048916484,0.000059381913,0.98191226,0.0002667501,0.00029337534,0.000010254953,0.0002324809,0.0115249725,0.00037759982,0.00002761027,0.00019668305,0.00020701087],"about_ca_topic_score_codex":0.0022216854,"about_ca_topic_score_gemma":0.0002035104,"teacher_disagreement_score":0.009195407,"about_ca_system_score_codex":0.00012771053,"about_ca_system_score_gemma":0.000062203435,"threshold_uncertainty_score":0.78364587},"labels":[],"label_agreement":null},{"id":"W3135196598","doi":"10.1152/ajpheart.00090.2021","title":"We are the change we seek","year":2021,"lang":"en","type":"editorial","venue":"American Journal of Physiology-Heart and Circulatory Physiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint John Regional Hospital; Dalhousie University; University of Alberta","funders":"National Institute of General Medical Sciences; National Institute on Alcohol Abuse and Alcoholism; Canadian Institutes of Health Research; U.S. Department of Veterans Affairs; Office of Extramural Research, National Institutes of Health; National Heart, Lung, and Blood Institute; U.S. Department of Defense; Heart and Stroke Foundation of Canada; Government of Canada","keywords":"Psychology","score_opus":0.020996890795483853,"score_gpt":0.27861690076040496,"score_spread":0.2576200099649211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135196598","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4272871,0.028600914,8.224193e-7,0.014386303,0.52879316,0.0006451516,0.00014646714,0.00006479998,0.00007530831],"genre_scores_gemma":[0.38877305,0.009488215,0.000086754866,0.002420027,0.5987753,0.00003810677,0.00010341346,0.000109179826,0.00020591008],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99620456,0.00074218557,0.00090693316,0.0008015708,0.00063115195,0.0007135982],"domain_scores_gemma":[0.99495995,0.0012626502,0.0016555412,0.0009539823,0.0008068422,0.00036102548],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00040010267,0.0006569627,0.0026956934,0.00024395454,0.00020990842,0.000022498494,0.0004591504,0.00068535545,0.00015001892],"category_scores_gemma":[0.00044613183,0.00045055777,0.00073281437,0.00038671106,0.0021447754,0.00012954744,0.0002231896,0.0029588935,0.000041709274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026557772,0.00015497739,0.00011901057,0.0002965257,0.0006876147,0.000012886495,0.0006255501,0.00000284938,0.46185145,0.000007815106,0.53478837,0.0011873745],"study_design_scores_gemma":[0.0015283803,0.0021431856,0.1464222,0.0011573767,0.00067647314,0.0005106582,0.002284938,0.00001228097,0.00014183989,0.00050070486,0.84413874,0.00048322955],"about_ca_topic_score_codex":0.00005624017,"about_ca_topic_score_gemma":0.000008798322,"teacher_disagreement_score":0.46170962,"about_ca_system_score_codex":0.00013712447,"about_ca_system_score_gemma":0.0007317394,"threshold_uncertainty_score":0.9997946},"labels":[],"label_agreement":null},{"id":"W3135310484","doi":"10.1016/j.exger.2021.111303","title":"ADAM10: Biomarker of mild cognitive impairment but not of cognitive frailty","year":2021,"lang":"en","type":"article","venue":"Experimental Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Biomarker; Dementia; Cognition; Internal medicine; Medicine; Montreal Cognitive Assessment; Disease; Cognitive impairment; Cognitive decline; Gerontology; Psychology; Oncology; Psychiatry","score_opus":0.07552861504634051,"score_gpt":0.36721660055843786,"score_spread":0.29168798551209735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135310484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98244524,0.0038175348,0.00013786259,0.00042763207,0.00039082227,0.0005922119,0.0002256899,0.000035027115,0.011927953],"genre_scores_gemma":[0.99589413,0.000029214976,0.00082989235,0.0007007085,0.000060435596,0.00007925027,0.00021348718,0.000031053496,0.0021618227],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980695,0.00015278513,0.0005850324,0.00046545186,0.00035285935,0.0003743305],"domain_scores_gemma":[0.9985999,0.00037095722,0.00022833105,0.0002704843,0.00036492356,0.00016541313],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009996312,0.00025795208,0.00074515044,0.00010315996,0.000038246744,0.0000036539716,0.00008976808,0.0002041391,0.0026467193],"category_scores_gemma":[0.0002492907,0.0002546001,0.00021924912,0.0001617143,0.00058128015,0.00007011951,0.00015900387,0.00016790119,0.00005208528],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060784365,0.005321976,0.012807904,0.0002321979,0.0014141747,0.000718849,0.010404783,2.2303638e-7,0.9532645,0.00025222878,0.0026969395,0.006807813],"study_design_scores_gemma":[0.0074419896,0.0015875341,0.088865176,0.00045668043,0.00014714751,0.00034088877,0.015151699,0.000025253894,0.8856985,0.000013879999,0.00008889128,0.00018238337],"about_ca_topic_score_codex":0.00030295795,"about_ca_topic_score_gemma":0.000064085965,"teacher_disagreement_score":0.07605727,"about_ca_system_score_codex":0.00011034769,"about_ca_system_score_gemma":0.00021326198,"threshold_uncertainty_score":0.99999064},"labels":[],"label_agreement":null},{"id":"W3135352593","doi":"10.1007/s12603-021-1611-9","title":"The Impact of Frailty on COVID-19 Outcomes: A Systematic Review and Meta-analysis of 16 Cohort Studies","year":2021,"lang":"en","type":"review","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Medicine; Systematic review; MEDLINE; Cohort study; Odds ratio; Inclusion and exclusion criteria; Cohort; Coronavirus disease 2019 (COVID-19); Confidence interval; Gerontology; Intensive care medicine; Internal medicine; Alternative medicine; Disease; Pathology","score_opus":0.3434837028142896,"score_gpt":0.5437010121501745,"score_spread":0.20021730933588494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135352593","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013113044,0.97946554,0.000050963878,0.016827457,0.000054520522,0.0034328427,0.0001415854,0.0000064245746,0.0000075598705],"genre_scores_gemma":[0.00019796807,0.9968495,0.00006911612,0.0026026703,0.000043748787,0.00009052715,0.00002468902,0.000027887974,0.00009389863],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9906329,0.003603892,0.0043063797,0.00019872622,0.0009809004,0.0002772192],"domain_scores_gemma":[0.9821838,0.008255591,0.0074421624,0.00088896055,0.0009266124,0.0003028822],"candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.011152231,0.00043883533,0.016455995,0.0005885904,0.00020694874,0.000016769069,0.0003396171,0.00008889765,0.00005276594],"category_scores_gemma":[0.005860405,0.00016896485,0.00480513,0.0012945227,0.00017277768,0.000058651392,0.00006889693,0.0007793294,9.978785e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010692571,0.00015073468,0.000016328515,0.7407439,0.25434792,0.00001040748,0.00030775304,0.0000043901487,2.9545083e-8,0.000009458235,0.003638942,0.0007594486],"study_design_scores_gemma":[0.0003798921,0.00040214948,0.000034727473,0.28385633,0.7093794,0.0005951343,0.00048522576,0.0000019002525,9.082375e-8,0.00002590974,0.0047458857,0.00009340782],"about_ca_topic_score_codex":0.00019860562,"about_ca_topic_score_gemma":0.000028245706,"teacher_disagreement_score":0.45688757,"about_ca_system_score_codex":0.0011087164,"about_ca_system_score_gemma":0.0011874335,"threshold_uncertainty_score":0.99814576},"labels":[],"label_agreement":null},{"id":"W3135810603","doi":"10.1136/bmjopen-2020-040459","title":"Measurement and prognosis of frail patients undergoing transcatheter aortic valve implantation: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Impact; Western University","funders":"Academic Medical Organization of Southwestern Ontario","keywords":"Medicine; Meta-analysis; Grading (engineering); Stenosis; MEDLINE; Internal medicine","score_opus":0.25675411667173337,"score_gpt":0.4338386182523671,"score_spread":0.1770845015806337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135810603","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000017065308,0.96528983,0.000033511944,0.00028144533,0.000018522323,0.034129675,0.0000954351,0.000009202173,0.00014065935],"genre_scores_gemma":[0.00014694275,0.9900318,0.00052934885,0.00034158933,0.000008850458,0.008494496,0.00018734937,0.000043823162,0.00021584817],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9955714,0.00079302926,0.0019580922,0.00059001095,0.00088940014,0.00019810742],"domain_scores_gemma":[0.99711764,0.00026020684,0.0012004563,0.0008043195,0.00046893719,0.00014842261],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018836795,0.0004590013,0.010754609,0.0001992603,0.00004630127,0.00009051289,0.00026103714,0.00013788072,0.00019302776],"category_scores_gemma":[0.0007103219,0.00029128682,0.0029017727,0.00063754234,0.000040450715,0.00011196739,0.00018336129,0.00016728204,0.000007504158],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021702572,0.00008785575,0.00004392351,0.7854752,0.21001153,0.0000030837932,0.00011772852,2.5568854e-8,1.2199796e-8,0.0000029973698,0.000110987814,0.0041444926],"study_design_scores_gemma":[0.00032413183,0.00010325951,0.000036512538,0.29933968,0.6989802,0.00006171431,0.000019781792,6.115044e-7,2.7102698e-7,0.0000020598131,0.0009347419,0.00019698942],"about_ca_topic_score_codex":0.00003921905,"about_ca_topic_score_gemma":0.00009494324,"teacher_disagreement_score":0.4889687,"about_ca_system_score_codex":0.00009447952,"about_ca_system_score_gemma":0.00037655976,"threshold_uncertainty_score":0.9999539},"labels":[],"label_agreement":null},{"id":"W3135886547","doi":"10.1016/j.hlc.2020.10.024","title":"Frailty Status and Patient-Reported Outcomes in Octogenarians Following Transcatheter or Surgical Aortic Valve Replacement","year":2021,"lang":"en","type":"article","venue":"Heart Lung and Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"Universitetet i Bergen; Høgskulen på Vestlandet","keywords":"Medicine; Quality of life (healthcare); Aortic valve replacement; Prospective cohort study; Cohort; Cohort study; Physical therapy; Frailty Index; Internal medicine; Stenosis","score_opus":0.028477885185471532,"score_gpt":0.31126001518887203,"score_spread":0.2827821300034005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135886547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99702513,0.000774897,0.000080368634,0.0014445947,0.00013207078,0.00035495588,0.0000034625623,0.000037611284,0.00014688262],"genre_scores_gemma":[0.9991157,0.000038596427,0.00020652985,0.00031109317,0.000017835762,0.000020762018,0.0000494645,0.0000150668775,0.00022496814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878526,0.00006506448,0.0003575837,0.00031822166,0.00024281233,0.00023105044],"domain_scores_gemma":[0.9995006,0.00009448215,0.000040290193,0.00019512442,0.000039776907,0.0001297821],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000117792086,0.00012012286,0.00028228803,0.00006564014,0.00006009022,0.000026668216,0.000008848194,0.000086351036,0.000085325206],"category_scores_gemma":[0.00011139585,0.00010050582,0.00016146044,0.0001380608,0.00002049677,0.0000863205,0.0000127430485,0.00011732498,0.0000017260809],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010258144,0.00012822005,0.9925484,0.000070352864,0.00017282675,0.000101399266,0.002128127,0.000020325426,0.0011668934,0.000008701228,0.000031783642,0.0035203672],"study_design_scores_gemma":[0.003256104,0.00012478529,0.9925253,0.00015906781,0.00019978442,0.00028289424,0.00037181383,0.0014887517,0.00019301943,0.000044376742,0.0012248314,0.00012928504],"about_ca_topic_score_codex":0.000106205145,"about_ca_topic_score_gemma":0.000080384554,"teacher_disagreement_score":0.0033910822,"about_ca_system_score_codex":0.00006720808,"about_ca_system_score_gemma":0.000079586716,"threshold_uncertainty_score":0.40985084},"labels":[],"label_agreement":null},{"id":"W3135892162","doi":"10.1136/bmjopen-2020-043223","title":"Being Your Best: protocol for a feasibility study of a codesigned approach to reduce symptoms of frailty in people aged 65 years or more after transition from hospital","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Loneliness; Gerontology; Referral; Malnutrition; Population; Independent living; Psychological intervention; Cognition; Family medicine; Nursing; Psychiatry; Environmental health","score_opus":0.12425410740176719,"score_gpt":0.43478311933179065,"score_spread":0.31052901193002347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135892162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67338705,9.133014e-7,0.00038595355,0.00026873787,0.000019727477,0.32569915,0.00009823475,0.000009524385,0.0001307118],"genre_scores_gemma":[0.65661216,2.954328e-8,0.007942417,0.000069811525,0.000033287095,0.33502737,0.000048175127,0.000024016075,0.00024274272],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99796075,0.00019137937,0.00065848907,0.0005543249,0.00041507813,0.00021999012],"domain_scores_gemma":[0.9986803,0.00010395633,0.00014569279,0.00074036885,0.00021928827,0.00011039204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005807987,0.00017500849,0.0007104336,0.00007997734,0.000022726052,0.000029595098,0.0002628691,0.00010563114,0.000101259684],"category_scores_gemma":[0.0005191072,0.00015693263,0.00009283348,0.0004329501,0.00003341193,0.00016049207,0.00016683276,0.0001374079,0.000002315592],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07420413,0.049592707,0.37260354,0.004649102,0.00069384597,0.0004122721,0.45615146,0.00028344753,0.030883214,0.000010066085,0.0014831033,0.009033119],"study_design_scores_gemma":[0.026014693,0.005146069,0.9375022,0.0015991923,0.00014179604,0.0000101469395,0.02129463,0.00034442724,0.0076032905,0.000063586485,0.00001784781,0.00026211582],"about_ca_topic_score_codex":0.0015589627,"about_ca_topic_score_gemma":0.0017089339,"teacher_disagreement_score":0.56489867,"about_ca_system_score_codex":0.00011340504,"about_ca_system_score_gemma":0.0004232631,"threshold_uncertainty_score":0.63995266},"labels":[],"label_agreement":null},{"id":"W3136031978","doi":"10.1186/s13643-021-01638-0","title":"Frailty inclusive care in acute and community-based settings: a systematic review protocol","year":2021,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; Institute of Health Economics; Alberta Health; University of Alberta","funders":"Alberta Health Services","keywords":"Medicine; CINAHL; Psychological intervention; MEDLINE; Systematic review; Health care; Gerontology; Grey literature; Protocol (science); Population; Meta-analysis; Alternative medicine; Family medicine; Nursing; Environmental health","score_opus":0.07299045131810329,"score_gpt":0.42732504403671706,"score_spread":0.3543345927186138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136031978","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.6683288e-8,0.54819745,0.000013029313,0.00009185732,0.00006238044,0.45118725,0.00004777236,0.000055366898,0.00034487073],"genre_scores_gemma":[6.6247466e-8,0.53422624,0.00058852375,0.0011029596,0.000036920646,0.46324652,0.0003971093,0.000113002236,0.0002886363],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.95805997,0.029565735,0.0096523985,0.00095857383,0.0010960652,0.00066727714],"domain_scores_gemma":[0.9847792,0.0033969672,0.00602935,0.004796893,0.0006107315,0.00038686363],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.012357437,0.0017982319,0.03354896,0.00053264,0.00028330192,0.00013786499,0.0010054448,0.0006874407,0.000069732945],"category_scores_gemma":[0.016236642,0.0010612517,0.0023114737,0.0017003814,0.00012943542,0.00012939799,0.0005832473,0.0028828303,0.00039686996],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024764208,0.00013874997,6.457492e-7,0.9899295,0.0005930963,0.0002532869,0.0009661143,1.695959e-8,5.8610514e-8,0.0000076012734,0.0016884757,0.0064199734],"study_design_scores_gemma":[0.0005826266,0.00016088647,3.6683335e-8,0.6032045,0.013466388,0.001069388,0.00029155635,0.0000026035714,1.3616338e-7,0.000001610902,0.38074228,0.00047798207],"about_ca_topic_score_codex":0.00002812898,"about_ca_topic_score_gemma":0.00005986533,"teacher_disagreement_score":0.386725,"about_ca_system_score_codex":0.0012745616,"about_ca_system_score_gemma":0.0013070408,"threshold_uncertainty_score":0.9994763},"labels":[],"label_agreement":null},{"id":"W3136492159","doi":"10.1186/s12877-021-02111-2","title":"A qualitative study exploring the lived experiences of deconditioning in hospital in Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Trillium Health Centre; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Deconditioning; Rehabilitation; Qualitative research; Physical therapy; Gerontology; Nursing; Physical medicine and rehabilitation","score_opus":0.06580905244956829,"score_gpt":0.319582187307516,"score_spread":0.25377313485794767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3136492159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99861026,0.00014250739,0.000017644226,0.00013280202,0.00050580356,0.00036896238,0.00000178722,0.0000060737593,0.00021416604],"genre_scores_gemma":[0.998833,0.000004679288,0.0006528183,0.000028912862,0.000027527098,0.00021600028,0.000008909125,0.000008028362,0.00022014936],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987545,0.00016992215,0.00037760148,0.000204582,0.00031319575,0.0001801994],"domain_scores_gemma":[0.9990801,0.0004756049,0.00009037793,0.00020837836,0.00010258868,0.00004290217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003066412,0.00009457091,0.00024287762,0.00008140623,0.000033852033,0.000012305125,0.00009204659,0.000022811475,0.00015840154],"category_scores_gemma":[0.00076923537,0.00007888414,0.00003155213,0.0004984379,0.000030580602,0.00008959096,0.000055904165,0.00019728333,9.585424e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001775833,0.00026761327,0.21185757,0.000022182274,0.000011105176,0.00012694219,0.7874404,0.00005263775,0.000018600693,0.000010801826,0.000116166935,0.000058180194],"study_design_scores_gemma":[0.00083756883,0.00012808335,0.38264456,0.000041089694,0.000009513073,0.0000026276891,0.61595535,0.000013537874,0.00026307398,0.000019083089,0.00002765901,0.000057826004],"about_ca_topic_score_codex":0.88946843,"about_ca_topic_score_gemma":0.99662364,"teacher_disagreement_score":0.17148507,"about_ca_system_score_codex":0.0004432396,"about_ca_system_score_gemma":0.0019866375,"threshold_uncertainty_score":0.35242096},"labels":[],"label_agreement":null},{"id":"W3137149211","doi":"10.1186/s12877-021-02138-5","title":"Frailty as a predictor of mortality among patients with COVID-19: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":133,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Peking Union Medical College","keywords":"Medicine; Meta-analysis; Subgroup analysis; Odds ratio; Cochrane Library; Internal medicine; Hazard ratio; Publication bias; Coronavirus disease 2019 (COVID-19); Population; Confidence interval; MEDLINE; Pooled analysis; Environmental health; Disease","score_opus":0.12372069530989069,"score_gpt":0.3770901548892437,"score_spread":0.253369459579353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137149211","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003400414,0.9893061,0.00044123974,0.000032161304,0.00004215967,0.0088540325,0.0011423082,0.000058286834,0.000089695066],"genre_scores_gemma":[0.000029590647,0.99503964,0.001027098,0.00038544883,0.00003442234,0.0010474927,0.0013287368,0.00008104686,0.00102651],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9937137,0.0010706775,0.0025524106,0.00097391155,0.0013475482,0.00034179617],"domain_scores_gemma":[0.99273777,0.0009661609,0.0027436123,0.002185393,0.0006774654,0.0006895755],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0012308295,0.00082026934,0.017589947,0.000505508,0.000058132664,0.000043221014,0.00033636868,0.00041746465,0.0007464946],"category_scores_gemma":[0.007945354,0.0004933649,0.0036017194,0.0031439087,0.00015150585,0.000086892775,0.00020195545,0.0004212682,0.000012841742],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003362045,0.0001566046,0.0020078132,0.85865474,0.1385828,0.000028660268,0.00003879545,7.7164145e-7,6.2135663e-10,0.00001169049,0.00046731063,0.000047460784],"study_design_scores_gemma":[0.00050802185,0.00012986264,0.00039972723,0.044557285,0.9427157,0.000032607197,0.000011077827,0.0000022937813,1.8723181e-8,0.0000038093708,0.011261013,0.0003785972],"about_ca_topic_score_codex":0.00022925406,"about_ca_topic_score_gemma":0.00012415017,"teacher_disagreement_score":0.81409746,"about_ca_system_score_codex":0.00023722534,"about_ca_system_score_gemma":0.0017347916,"threshold_uncertainty_score":0.9997518},"labels":[],"label_agreement":null},{"id":"W3137151705","doi":"10.1589/jpts.33.267","title":"Efficient and rapid assessment of multiple aspects of frailty using the Kyoto Frailty Scale, developed from the Edmonton Frail Scale","year":2021,"lang":"en","type":"article","venue":"Journal of Physical Therapy Science","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Polypharmacy; Gerontology; Scale (ratio); Frailty syndrome; Activities of daily living; Predictive value; Frailty Index; Physical therapy; Intensive care medicine; Internal medicine","score_opus":0.05464615944610542,"score_gpt":0.35127352270848344,"score_spread":0.29662736326237804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137151705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935978,0.00090695085,0.0023132637,0.0021575368,0.00023975593,0.0003011859,0.000017901293,0.0000062185904,0.0004593529],"genre_scores_gemma":[0.99099636,0.000118694516,0.008164926,0.0003748603,0.00030720804,0.000002220356,8.9800926e-7,0.00001455495,0.00002028861],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99690634,0.00019590999,0.00062384474,0.0003113536,0.0016534848,0.000309088],"domain_scores_gemma":[0.9965439,0.001027376,0.0006417652,0.0005546341,0.0010419001,0.0001904253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011472431,0.00020184,0.00061196205,0.00007831884,0.00024821458,0.000056709025,0.000574925,0.000054231925,0.000048676793],"category_scores_gemma":[0.00048686232,0.00010340206,0.00023583393,0.0010064662,0.0014357099,0.00016324907,0.00016562828,0.0004961063,6.832291e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013662952,0.0007141894,0.0149661815,0.000016871201,0.00009343422,0.000012383974,0.0033053071,0.0010267608,0.95806795,0.00010849833,0.00005118916,0.021500623],"study_design_scores_gemma":[0.0024530853,0.0005633615,0.5912637,0.0004232165,0.00007470155,0.0000639221,0.0011562661,0.03529853,0.36757997,0.0005723165,0.00041729157,0.00013364533],"about_ca_topic_score_codex":0.00012167475,"about_ca_topic_score_gemma":0.000035346973,"teacher_disagreement_score":0.59048796,"about_ca_system_score_codex":0.00012482204,"about_ca_system_score_gemma":0.0012716437,"threshold_uncertainty_score":0.5289933},"labels":[],"label_agreement":null},{"id":"W3137524301","doi":"10.1080/07315724.2021.1884142","title":"Nutrition Status, Muscle Mass, and Frailty in Older People: A Cross-Sectional Study Conducted in Cyprus","year":2021,"lang":"en","type":"article","venue":"Journal of the American Nutrition Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Sarcopenia; Gerontology; Muscle mass; Environmental health; Medicine; Internal medicine; Pathology","score_opus":0.01772317627698972,"score_gpt":0.3168972469944609,"score_spread":0.2991740707174712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137524301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99359775,0.0002932214,0.000023582588,0.005127525,0.00030838925,0.00055390684,0.0000405587,0.000011785463,0.00004326766],"genre_scores_gemma":[0.997932,0.0006139562,0.0005815747,0.00039967312,0.00023619444,0.000029626144,0.000034992045,0.000016156386,0.00015580913],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99758655,0.00046400484,0.0007650062,0.00020058456,0.00073351525,0.00025034614],"domain_scores_gemma":[0.9977006,0.00027637812,0.0010827939,0.00015281001,0.0006935815,0.00009387623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007239503,0.00012801391,0.00045422424,0.0002830191,0.00007155051,0.000077916695,0.00007614068,0.000085948384,0.00005994798],"category_scores_gemma":[0.0013534318,0.00011493479,0.00012087506,0.0011764903,0.00005497964,0.00029121817,0.000032485234,0.00061016326,0.0000022976903],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021934965,0.0026598233,0.98592824,0.000060697468,0.000059910497,0.000048855163,0.0006552817,0.00001573907,0.008645762,0.000003836912,0.0011771207,0.000525401],"study_design_scores_gemma":[0.010952204,0.00036722678,0.98403746,0.000284343,0.00004705658,0.00010970623,0.002702216,0.000085199885,0.00050858926,0.0002725557,0.00053070823,0.00010270937],"about_ca_topic_score_codex":0.0004103525,"about_ca_topic_score_gemma":0.0012634217,"teacher_disagreement_score":0.010732854,"about_ca_system_score_codex":0.0015040354,"about_ca_system_score_gemma":0.00022457197,"threshold_uncertainty_score":0.46869045},"labels":[],"label_agreement":null},{"id":"W3137620605","doi":"","title":"Plasma Low-Density Lipoprotein Cholesterol Estimated by Friedewald Compared to Martin-Hopkins Equation in Nigerian Population.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Triglyceride; Internal medicine; Bland–Altman plot; Population; Mean difference; Standard error; Cholesterol; Endocrinology; Animal science; Limits of agreement; Nuclear medicine; Confidence interval; Statistics; Mathematics; Biology","score_opus":0.03380892940175651,"score_gpt":0.25763079784521686,"score_spread":0.22382186844346036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137620605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871322,0.000026033753,0.0003763096,0.009310005,0.00030183597,0.0018964942,0.000031722106,0.00017145714,0.000753933],"genre_scores_gemma":[0.99460196,0.0000036646154,0.00101173,0.001448586,0.00011069694,0.0009496433,0.00060385896,0.00004036913,0.0012294617],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99788076,0.00010775194,0.000535174,0.0004960509,0.0004449016,0.0005353616],"domain_scores_gemma":[0.99881345,0.0000605452,0.00010997146,0.0004921703,0.00016119632,0.0003626606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030628504,0.00021496923,0.00042003696,0.00020029301,0.00006617232,0.000073791256,0.00010692388,0.0001462463,0.00009253203],"category_scores_gemma":[0.0011070826,0.00023628218,0.000059632053,0.00070482004,0.00002670767,0.00015993767,0.00008303427,0.00023853648,0.00011846926],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010398763,0.0013871229,0.55158657,0.00037991177,0.00013957264,0.00037597888,0.001989554,0.0012109402,0.009760871,0.000043926713,0.021202574,0.41088307],"study_design_scores_gemma":[0.0028570555,0.000027648752,0.9637032,0.00014125256,0.000026054933,0.000032241005,0.000059805832,0.0036218236,0.028175129,0.000038201517,0.001096009,0.00022155965],"about_ca_topic_score_codex":0.0028259018,"about_ca_topic_score_gemma":0.0053751017,"teacher_disagreement_score":0.41211662,"about_ca_system_score_codex":0.0003480133,"about_ca_system_score_gemma":0.00005077524,"threshold_uncertainty_score":0.9635308},"labels":[],"label_agreement":null},{"id":"W3137792104","doi":"10.1186/s12877-021-02101-4","title":"Frailty status as a potential factor in increased postoperative opioid use in older adults","year":2021,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging; John A. Hartford Foundation","keywords":"Medicine; Opioid; Medical prescription; Rehabilitation; Anesthesia; Morphine; Physical therapy; Chronic pain; Young adult; Cohort; Tramadol; Cohort study; Internal medicine; Analgesic","score_opus":0.02156467341039374,"score_gpt":0.27713494092607655,"score_spread":0.2555702675156828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137792104","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969311,0.0006883434,0.00021832,0.0003030992,0.00046894347,0.0008942746,0.0001709481,0.00006817196,0.00025680044],"genre_scores_gemma":[0.9915796,0.00022087603,0.0055614854,0.00075139105,0.00016838528,0.0000506457,0.00035132281,0.00005315175,0.0012631218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973753,0.00022789693,0.00059143075,0.00064373924,0.0005146628,0.000646964],"domain_scores_gemma":[0.99841756,0.00027552864,0.00010645377,0.0005427597,0.00033647814,0.00032119677],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001321208,0.00030698834,0.0005236454,0.0003697347,0.00004265479,0.000090970054,0.00011811457,0.00028440615,0.0008021276],"category_scores_gemma":[0.0026468774,0.00030658353,0.00013111361,0.0010644774,0.0000451648,0.00031664345,0.00014096977,0.0005200743,0.00013857317],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016980676,0.0016013905,0.9742064,0.00034868173,0.000043794764,0.0030600857,0.0065615387,0.00009505808,0.006590766,0.00007515478,0.0016899732,0.0040291175],"study_design_scores_gemma":[0.011924426,0.00020555136,0.9802478,0.00025385246,0.000037359154,0.00012204583,0.0011005421,0.000668052,0.0035130763,0.00003285348,0.0015430348,0.0003514139],"about_ca_topic_score_codex":0.0071234037,"about_ca_topic_score_gemma":0.00858272,"teacher_disagreement_score":0.010226359,"about_ca_system_score_codex":0.00036978937,"about_ca_system_score_gemma":0.001339806,"threshold_uncertainty_score":0.9999386},"labels":[],"label_agreement":null},{"id":"W3138550658","doi":"10.2196/16846","title":"Association of Postoperative Clinical Outcomes With Sarcopenia, Frailty, and Nutritional Status in Older Patients With Colorectal Cancer: Protocol for a Prospective Cohort Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Medical Research Council; British Geriatrics Society; Cardiff University; Aberystwyth University","keywords":"Sarcopenia; Medicine; Colorectal cancer; Prospective cohort study; Gerontology; Protocol (science); Cancer; Cohort; Cohort study; Physical therapy; Oncology; Internal medicine; Alternative medicine; Pathology","score_opus":0.11478281592202623,"score_gpt":0.5352477635816482,"score_spread":0.42046494765962195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138550658","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.366047,3.6444956e-7,0.0000032660084,0.00055725995,0.000002146186,0.6330803,0.00013058115,0.0000136766,0.00016540836],"genre_scores_gemma":[0.067979276,2.2459976e-7,0.00095078076,0.000051438474,0.000033540986,0.9299472,0.000051192936,0.000039607006,0.0009467388],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956597,0.0007005161,0.00063471054,0.0007143282,0.0016971326,0.00059358554],"domain_scores_gemma":[0.9943132,0.0009700055,0.0002339655,0.0002726863,0.003997787,0.00021236083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013811376,0.00022436214,0.0007485045,0.00018111938,0.00012835224,0.00007136834,0.00011048782,0.00015444415,0.0001593095],"category_scores_gemma":[0.0012187673,0.00015570736,0.000058759008,0.0006235185,0.00025523643,0.00022899894,0.00013949432,0.0007519067,0.0000023861662],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014022315,0.012951069,0.9683576,0.00053161924,0.0003731614,0.00003373492,0.0010104382,9.824768e-7,0.000042861364,0.000020895257,0.0019001159,0.00075521297],"study_design_scores_gemma":[0.06496926,0.017771034,0.9114261,0.0021845892,0.000015132759,0.0000023332811,0.00041656903,0.000012046901,0.0006695821,0.000043187487,0.0023263008,0.00016384175],"about_ca_topic_score_codex":0.00020227123,"about_ca_topic_score_gemma":0.0032745278,"teacher_disagreement_score":0.29806772,"about_ca_system_score_codex":0.0007477365,"about_ca_system_score_gemma":0.0017664196,"threshold_uncertainty_score":0.6349562},"labels":[],"label_agreement":null},{"id":"W3138561864","doi":"10.1177/21925682211004250","title":"Adult Spinal Deformity Surgery and Frailty: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Global Spine Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Comorbidity; CINAHL; Quality of life (healthcare); Spinal deformity; MEDLINE; Lumbar; Deformity; Systematic review; Physical therapy; Meta-analysis; Surgery; Internal medicine; Psychiatry; Psychological intervention","score_opus":0.05902678468587475,"score_gpt":0.3753484332281508,"score_spread":0.31632164854227607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138561864","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000040844166,0.9953274,0.0001484425,0.0011939249,0.00083984406,0.001914479,0.0000718894,0.000058846046,0.00044107562],"genre_scores_gemma":[0.0000010871809,0.9957288,0.0009407766,0.0016111177,0.0009288463,0.00008119296,0.000112747235,0.000057781406,0.0005376459],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9942893,0.00051697396,0.002826119,0.0005725269,0.0010881777,0.00070691487],"domain_scores_gemma":[0.9957627,0.000068899346,0.0017271806,0.0008014352,0.00076537847,0.0008744107],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013764681,0.00086509716,0.00880455,0.00016973488,0.00016553297,0.00016911855,0.00030467042,0.0004584403,0.00023315135],"category_scores_gemma":[0.0052969023,0.0005806163,0.0021214208,0.00089856336,0.000102875696,0.00016901513,0.00020783422,0.0014445747,0.00015270669],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026260425,0.000057179306,0.000009454116,0.66579384,0.0005872834,0.0013508474,0.0000015558923,4.9861746e-9,9.598196e-9,0.000033639706,0.01575961,0.31640399],"study_design_scores_gemma":[0.00021972075,0.00008924613,0.000026292033,0.6105811,0.008663406,0.13807948,0.000006225023,5.7940713e-7,3.1102598e-8,0.00001304005,0.2420181,0.0003027448],"about_ca_topic_score_codex":0.000021839172,"about_ca_topic_score_gemma":0.000015994696,"teacher_disagreement_score":0.31610122,"about_ca_system_score_codex":0.0009262577,"about_ca_system_score_gemma":0.0018990692,"threshold_uncertainty_score":0.99966455},"labels":[],"label_agreement":null},{"id":"W3138579196","doi":"10.1136/bmjopen-2020-046138","title":"Prevalence of frailty and pain in hospitalised adult patients in an acute hospital: a protocol for a point prevalence observational study","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Curtin University of Technology","keywords":"Medicine; Observational study; Physical therapy; Pain assessment; Rating scale; Cognition; Cross-sectional study; Pain management; Psychiatry; Internal medicine","score_opus":0.11600088842568743,"score_gpt":0.43622460562626003,"score_spread":0.32022371720057263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138579196","genre_codex":"empirical","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65235895,0.0000021639123,0.000017863522,0.00070787955,0.000020908932,0.34675026,0.000088737565,0.00000900995,0.0000442605],"genre_scores_gemma":[0.43927094,0.0000018354677,0.005321889,0.00033483657,0.000021753365,0.5545074,0.00005136043,0.000025532188,0.00046444117],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772424,0.00028496093,0.0007188941,0.0005711647,0.00045261273,0.00024815317],"domain_scores_gemma":[0.99824876,0.0001750464,0.0002376686,0.00058431074,0.00064781954,0.00010641148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011788962,0.00018713101,0.0004240903,0.00007864148,0.00002745722,0.000048147613,0.00033996085,0.00007995347,0.00007176833],"category_scores_gemma":[0.0025614211,0.0001747178,0.000041570027,0.0002998593,0.00005470858,0.00057525124,0.00034219568,0.00013499311,0.0000012470866],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011081748,0.0041373083,0.985293,0.002759707,0.000033785436,0.000044982324,0.0035899563,0.0000032812973,0.00010018243,0.00002970448,0.00051362766,0.0023863125],"study_design_scores_gemma":[0.01793467,0.00688951,0.9700786,0.0027671454,0.000036693746,0.000002694105,0.00066184124,0.0008811234,0.00029385163,0.00022300894,0.000024430583,0.00020643005],"about_ca_topic_score_codex":0.00023728299,"about_ca_topic_score_gemma":0.00061541557,"teacher_disagreement_score":0.21308796,"about_ca_system_score_codex":0.0000891573,"about_ca_system_score_gemma":0.00036778094,"threshold_uncertainty_score":0.7124785},"labels":[],"label_agreement":null},{"id":"W3138607861","doi":"10.25419/rcsi.12721487.v1","title":"The Prevalence of Frailty in Older Adults Referred to Primary Care Physiotherapy and the Influence of Frailty Screening on the Clinical Practice of Physiotherapists : A Mixed Methods Study","year":2020,"lang":"en","type":"dissertation","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Royal College of Surgeons in Ireland","keywords":"Medicine; Gerontology; Observational study; Population; Physical therapy; Environmental health","score_opus":0.05506731389841499,"score_gpt":0.44370734235087433,"score_spread":0.3886400284524594,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138607861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94475615,0.009488696,0.0000051953157,0.0021429416,0.00022692274,0.01479063,0.026976556,0.000062753665,0.0015501571],"genre_scores_gemma":[0.9888589,0.00046527447,0.0021120894,0.0013238131,0.00014576745,0.0011232503,0.0054183253,0.000117808006,0.0004348143],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9946618,0.0019376659,0.0013715863,0.0007125003,0.0010449684,0.00027147966],"domain_scores_gemma":[0.98595005,0.009913103,0.0015391285,0.001326952,0.001167389,0.00010338413],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009990818,0.00045057695,0.0011619164,0.000095045005,0.00011466102,0.000026128653,0.00088657474,0.0002909037,0.00064015994],"category_scores_gemma":[0.016994404,0.00024335357,0.00028269194,0.00064063875,0.00011497469,0.00011779594,0.00016858343,0.0011180729,0.000007277739],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06841703,0.0029819047,0.002065084,0.064057015,0.002411084,0.000037721766,0.2575405,0.00026900228,0.00521307,0.00003741658,0.021050602,0.57591957],"study_design_scores_gemma":[0.0062817573,0.0017230861,0.92924845,0.040163435,0.00018455797,0.0000023039843,0.017250622,0.00008695692,0.002501458,0.000012220722,0.0022730732,0.00027207937],"about_ca_topic_score_codex":0.00019470077,"about_ca_topic_score_gemma":0.00019509721,"teacher_disagreement_score":0.9271834,"about_ca_system_score_codex":0.000055157776,"about_ca_system_score_gemma":0.0003803844,"threshold_uncertainty_score":0.992367},"labels":[],"label_agreement":null},{"id":"W3138910637","doi":"10.1016/j.bja.2021.02.011","title":"Association of frailty with days alive at home after cardiac surgery: a population-based cohort study","year":2021,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; Institute for Clinical Evaluative Sciences","funders":"University of Ottawa Heart Institute Foundation","keywords":"Medicine; Frailty Index; Confidence interval; Cohort; Cardiac surgery; Population; Cohort study; Surgery; Internal medicine; Gerontology","score_opus":0.009819306896536938,"score_gpt":0.23653700625673948,"score_spread":0.22671769936020256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138910637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973031,0.0011759675,0.000022472792,0.00088967173,0.00013789683,0.00032867817,0.000049576935,0.00001340846,0.00007922906],"genre_scores_gemma":[0.9982486,0.00021023297,0.0005421048,0.00021553104,0.00014282142,0.000011899138,0.000066656794,0.000034666777,0.0005274818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99748844,0.00031342203,0.0006889866,0.0002031137,0.0010810673,0.00022495983],"domain_scores_gemma":[0.997629,0.00020958633,0.0006969136,0.00022569041,0.0010716945,0.00016711677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095272536,0.00014437645,0.0008942548,0.00013557688,0.000058792848,0.000041930227,0.00006966793,0.00010393034,0.00017707994],"category_scores_gemma":[0.00045531415,0.00015019771,0.00030667768,0.00033338758,0.000028523473,0.00012316486,0.000017000777,0.00025411285,0.0000043283735],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029968537,0.00047413554,0.98300153,0.00004705095,0.00059901923,0.004355998,0.00014101974,0.000021653505,0.000031189982,4.5186465e-7,0.0045276224,0.0065006176],"study_design_scores_gemma":[0.0014114063,0.0005608956,0.9944338,0.0008023166,0.00070896285,0.0009003638,0.00017808308,0.000010489512,0.00024514156,0.000008181138,0.0005919197,0.00014840391],"about_ca_topic_score_codex":0.00078686926,"about_ca_topic_score_gemma":0.0012698716,"teacher_disagreement_score":0.01143228,"about_ca_system_score_codex":0.00047305814,"about_ca_system_score_gemma":0.0003955035,"threshold_uncertainty_score":0.61248845},"labels":[],"label_agreement":null},{"id":"W3139037031","doi":"10.1016/j.archger.2021.104392","title":"Efficacy of Multidomain Intervention Against Physio-cognitive Decline Syndrome: A Cluster-randomized Trial","year":2021,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Health Promotion Administration, Ministry of Health and Welfare","keywords":"Montreal Cognitive Assessment; Cognition; Physical therapy; Randomized controlled trial; Medicine; Intervention (counseling); Dementia; Cognitive decline; Gerontology; Physical medicine and rehabilitation; Psychology; Psychiatry; Cognitive impairment; Disease; Internal medicine","score_opus":0.01715147921203267,"score_gpt":0.305816760524919,"score_spread":0.2886652813128863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139037031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98837405,0.0018789053,0.006872458,0.0006266986,0.00030241287,0.0010387648,0.000033501015,0.000020100008,0.00085310463],"genre_scores_gemma":[0.9919525,0.00068013195,0.0066236127,0.000113070266,0.000080058984,0.0000334763,0.00015547963,0.000014672336,0.0003470207],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.998026,0.00053508166,0.00075904746,0.00031591253,0.00015459886,0.000209372],"domain_scores_gemma":[0.9953825,0.0038056122,0.0003832693,0.00023009416,0.00010598457,0.000092578586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035564107,0.00017316495,0.0010997725,0.00016864298,0.00004168366,0.000004699898,0.00007895744,0.00012542507,0.000033907054],"category_scores_gemma":[0.0032214278,0.00015302803,0.0004068618,0.00014746585,0.00056864816,0.000050126328,0.0001670439,0.00019377195,0.0000022628021],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.90983504,0.0019264967,0.0011395382,0.0006842671,0.00075820903,0.00019012405,0.0021739828,0.0000066200646,0.0032356286,0.0002499482,0.000044289092,0.07975584],"study_design_scores_gemma":[0.95977473,0.0012466878,0.032268632,0.00043475247,0.00064360787,0.00020633028,0.0003595772,0.0007815156,0.002664076,0.0014288812,0.00003960441,0.00015161789],"about_ca_topic_score_codex":0.0000451021,"about_ca_topic_score_gemma":0.000057189565,"teacher_disagreement_score":0.07960422,"about_ca_system_score_codex":0.000007633494,"about_ca_system_score_gemma":0.00008314131,"threshold_uncertainty_score":0.6240302},"labels":[],"label_agreement":null},{"id":"W3139264819","doi":"10.14283/jfa.2021.22","title":"Implementation of the Integrated Care of Older People (ICOPE) App and ICOPE Monitor in Primary Care: A Study Protocol","year":2021,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Gerontology; Quality of life (healthcare); Institutionalisation; Vitality; Cohort; Mental health; Telephone interview; Physical therapy; Psychiatry; Nursing","score_opus":0.016541902045188666,"score_gpt":0.3332069721809543,"score_spread":0.3166650701357656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139264819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827758,0.0005061174,0.000033098164,0.0007687299,0.00012271234,0.015657704,0.000009638727,0.000005448191,0.000120750585],"genre_scores_gemma":[0.9988575,0.000017088605,0.00030109295,0.000089602225,0.00007045391,0.00057279126,0.000003974674,0.000019326919,0.00006814244],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981222,0.00032036006,0.0007448439,0.00011783236,0.0005299767,0.00016478455],"domain_scores_gemma":[0.99826425,0.00012757993,0.00054298516,0.00032193627,0.0006904571,0.000052797488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004823482,0.00014453621,0.0004383112,0.000109963796,0.00006100725,0.000016376149,0.00020970192,0.00004022147,0.000053800974],"category_scores_gemma":[0.00008290785,0.00008276855,0.000087856875,0.00047107443,0.000064924476,0.00012880407,0.0001431421,0.00044155619,3.922918e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003266803,0.00029568345,0.7698997,0.0009669007,0.0001652298,0.000037217967,0.13584046,0.000047646892,0.048915714,0.0000015016378,0.0003553456,0.04314787],"study_design_scores_gemma":[0.0063286414,0.00044814285,0.8052657,0.0012832601,0.00019684793,0.00012929048,0.13932087,0.0000096242575,0.046792243,0.0000055494693,0.00015169753,0.00006812473],"about_ca_topic_score_codex":0.0010278863,"about_ca_topic_score_gemma":0.0016571616,"teacher_disagreement_score":0.043079745,"about_ca_system_score_codex":0.00022643417,"about_ca_system_score_gemma":0.00054817554,"threshold_uncertainty_score":0.33752033},"labels":[],"label_agreement":null},{"id":"W3139330095","doi":"10.1093/ageing/afab043","title":"Predicting readmission and death after hospital discharge: a comparison of conventional frailty measurement with an electronic health record-based score","year":2021,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada First Research Excellence Fund; Stiftung für klinische Forschung zur Förderung der oralen Gesundheit; Office of the Chief Scientist, Ministry of Health; British Heart Foundation","keywords":"Medicine; Hazard ratio; Confidence interval; Observational study; Emergency medicine; Cohort study; Cohort; Electronic health record; Internal medicine; Physical therapy; Health care","score_opus":0.038192181158570065,"score_gpt":0.3023235916037303,"score_spread":0.2641314104451602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139330095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994644,0.0022703311,0.0012884694,0.0014202753,0.000034007488,0.00025617256,0.000006588839,0.000027857295,0.000052336338],"genre_scores_gemma":[0.99765193,0.000051338146,0.0018661642,0.00021884553,0.000058094884,0.000015545986,0.00006133936,0.000016276237,0.00006045198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99882317,0.00005917939,0.0002478885,0.0002853349,0.000341942,0.00024246481],"domain_scores_gemma":[0.99940735,0.000026453072,0.00011545573,0.00015389653,0.00011433471,0.00018252905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021381583,0.00012320396,0.0002870618,0.00003913938,0.00009335518,0.000022446784,0.000024912106,0.000041761534,0.000037630914],"category_scores_gemma":[0.00007493196,0.000098297955,0.000030375559,0.00007973612,0.000035640227,0.00009820249,0.000024394692,0.00020441502,3.0249322e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003859587,0.00047645226,0.96773195,0.0007179756,0.00009357998,0.0008851878,0.001443654,0.000004028328,0.0036750282,0.000059163416,0.000089895424,0.024437098],"study_design_scores_gemma":[0.0030755617,0.0030893786,0.983337,0.0033057434,0.00009934477,0.000041515137,0.0006347335,0.0022143214,0.0033641097,0.00008819884,0.0005795552,0.00017057282],"about_ca_topic_score_codex":0.00018510145,"about_ca_topic_score_gemma":0.00060471863,"teacher_disagreement_score":0.024266526,"about_ca_system_score_codex":0.00006684618,"about_ca_system_score_gemma":0.00029713553,"threshold_uncertainty_score":0.40084743},"labels":[],"label_agreement":null},{"id":"W3139485978","doi":"10.1136/bmjopen-2020-044196","title":"Hospital-based acute care in the last 30 days of life among patients with chronic disease that received early, late or no specialist palliative care: a retrospective cohort study of eight chronic disease groups","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; Alberta Health; University of Calgary","funders":"","keywords":"Medicine; Retrospective cohort study; COPD; Palliative care; Intensive care unit; Dementia; Emergency department; Cohort study; Disease; Relative risk; Internal medicine; Emergency medicine; Cohort; Pediatrics; Confidence interval","score_opus":0.021709435902250294,"score_gpt":0.312417089629053,"score_spread":0.29070765372680274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139485978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9750094,0.0002699505,0.000003756425,0.00030775642,0.00021496684,0.02235557,0.0011856421,0.000020634652,0.0006323652],"genre_scores_gemma":[0.99610114,0.0000422371,0.00003879497,0.00012308563,0.00020061342,0.002223352,0.0010113135,0.000072939045,0.00018652483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962677,0.00044617377,0.0006295403,0.000834223,0.0013926778,0.00042969477],"domain_scores_gemma":[0.99622864,0.00014981863,0.0005694874,0.0015309745,0.001140393,0.00038069586],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002354185,0.00041838177,0.0010120922,0.00010050491,0.00012525177,0.000088982895,0.0007068745,0.000080352176,0.00039973305],"category_scores_gemma":[0.0006189704,0.00027507622,0.00014479664,0.00069844915,0.0003038303,0.00029612184,0.0004215996,0.00036508424,0.000017173112],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005179899,0.0019006039,0.9780904,0.0007548077,0.00060483394,0.0008044234,0.012007355,0.00008916653,0.0000033099964,0.0000052929317,0.0004568699,0.000103042],"study_design_scores_gemma":[0.018483533,0.0061504864,0.9681054,0.0020529588,0.00089613145,1.9241267e-7,0.0037645937,0.00006990725,0.000056000725,0.0000055198634,0.000052836072,0.00036246428],"about_ca_topic_score_codex":0.001546903,"about_ca_topic_score_gemma":0.015427114,"teacher_disagreement_score":0.021091782,"about_ca_system_score_codex":0.0013539093,"about_ca_system_score_gemma":0.002891059,"threshold_uncertainty_score":0.99997014},"labels":[],"label_agreement":null},{"id":"W3139624997","doi":"10.1016/j.annepidem.2021.03.008","title":"Acceleration of health deficit accumulation in late-life: evidence of terminal decline in frailty index three years before death in the US Health and Retirement Study","year":2021,"lang":"en","type":"article","venue":"Annals of Epidemiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Medicine; Frailty Index; Demography; Gerontology; Proxy (statistics); Cohort; Internal medicine; Statistics","score_opus":0.46720825051713416,"score_gpt":0.5145515663484145,"score_spread":0.04734331583128032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139624997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96632576,0.0044894074,0.00013150669,0.028191011,0.00003207727,0.00081338367,0.0000059066883,0.0000032983912,0.000007655022],"genre_scores_gemma":[0.9933074,0.0010985436,0.0005025939,0.005007871,0.000019176232,0.00002087616,0.000032669566,0.00000742554,0.0000034565974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955178,0.0017430469,0.0018712322,0.00032017962,0.0002221108,0.00032566508],"domain_scores_gemma":[0.9972105,0.0014818488,0.0007119273,0.00037725733,0.00014461372,0.00007384965],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008417148,0.00011914627,0.0009787182,0.00022360981,0.000016378091,0.0000016977859,0.00012274965,0.00011268928,0.000012600143],"category_scores_gemma":[0.008486136,0.0000967942,0.000045961668,0.00038699014,0.00008711959,0.00009105523,0.000086241984,0.00028131602,3.2735582e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030012443,0.0004559912,0.978548,0.0003165668,0.00001513055,0.000013501375,0.0032381301,0.0010844914,0.00002946283,0.00014649788,0.00007904705,0.015773067],"study_design_scores_gemma":[0.0012590647,0.0022281806,0.9895605,0.001020511,0.000005836079,0.000006179669,0.0004889671,0.0033998492,0.000023727313,0.0019430391,0.000016382473,0.00004778535],"about_ca_topic_score_codex":0.010844434,"about_ca_topic_score_gemma":0.045010403,"teacher_disagreement_score":0.034165967,"about_ca_system_score_codex":0.000053707034,"about_ca_system_score_gemma":0.00047829427,"threshold_uncertainty_score":0.99986583},"labels":[],"label_agreement":null},{"id":"W3141704179","doi":"10.14283/jfa.2021.9","title":"Frailty and Home Confinement during the COVID-19 Pandemic: Results of a Pre-Post Intervention, Single Arm, Prospective and Longitudinal Pilot Study","year":2021,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; McGill University; Jewish General Hospital","funders":"","keywords":"Social isolation; Medicine; Gerontology; Psychological intervention; Pandemic; Isolation (microbiology); Intervention (counseling); Aging in place; Vulnerability (computing); Longitudinal study; Coronavirus disease 2019 (COVID-19); Population; Environmental health; Disease; Nursing; Infectious disease (medical specialty); Psychiatry","score_opus":0.07466098092079673,"score_gpt":0.33981302193849866,"score_spread":0.26515204101770196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3141704179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897285,0.0022832754,0.00043781078,0.00653853,0.00016069862,0.00067425164,0.000029101573,0.000020848045,0.00012696019],"genre_scores_gemma":[0.99842936,0.00021213376,0.00016937823,0.00028918765,0.00019037534,0.000006820903,0.0000031843297,0.000022014212,0.0006775198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99751467,0.0003782967,0.0009753678,0.00026265896,0.00060445594,0.00026458292],"domain_scores_gemma":[0.99734753,0.00063552527,0.0007672451,0.0004136203,0.0006248641,0.00021121459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020458691,0.00022602118,0.00052637205,0.0001275991,0.00027721043,0.0000660462,0.00021616477,0.000036751702,0.000075375116],"category_scores_gemma":[0.0015416578,0.00013550436,0.00009848205,0.00025514254,0.0003249756,0.0001674501,0.0002729084,0.00063335575,8.19059e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0099238325,0.0048286654,0.82583606,0.00082084775,0.0018814041,0.00056743936,0.058867436,0.00015191473,0.090890266,0.00003588846,0.0006794099,0.0055168364],"study_design_scores_gemma":[0.014610383,0.0072670425,0.9551783,0.0008313337,0.0006393623,0.0053466614,0.011247203,0.00003623464,0.0040533985,0.00026745236,0.00035838393,0.0001642398],"about_ca_topic_score_codex":0.00055921957,"about_ca_topic_score_gemma":0.0011857128,"teacher_disagreement_score":0.12934224,"about_ca_system_score_codex":0.00021088799,"about_ca_system_score_gemma":0.00018421508,"threshold_uncertainty_score":0.55257076},"labels":[],"label_agreement":null},{"id":"W3147122850","doi":"10.1159/000514169","title":"Effects of Sex and Physical Activity Level on Serum Biomarker-Based Physiological Dysregulation: The Impact to Predict Frailty and Mortality in the Quebec NuAge Cohort","year":2021,"lang":"en","type":"article","venue":"Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Université de Sherbrooke","funders":"Canadian Institutes of Health Research","keywords":"Cohort; Medicine; Biomarker; Young adult; Immune dysregulation; Gerontology; Internal medicine; Physiology; Biology; Disease","score_opus":0.06908117486105098,"score_gpt":0.36041980376561805,"score_spread":0.2913386289045671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3147122850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949943,0.00007253448,0.00012768645,0.0036985234,0.000051688294,0.0007731276,0.000053197728,0.000018825687,0.00021013625],"genre_scores_gemma":[0.9991803,0.0000033385256,0.00003785388,0.00051527505,0.00006893452,0.000052079955,0.000022491533,0.000007939396,0.00011179774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998426,0.0005908706,0.00015017553,0.0003670364,0.00021491101,0.0002509977],"domain_scores_gemma":[0.9982746,0.0011015951,0.00006249256,0.00043342338,0.000044854427,0.00008301541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029821094,0.00018165502,0.0004742854,0.000032940166,0.00005758949,0.000010724219,0.00009478469,0.00013419053,0.000020990183],"category_scores_gemma":[0.0004244235,0.00009701106,0.00007010494,0.00017604721,0.00032547108,0.000039812287,0.00006388419,0.00024213523,0.000001721495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012587616,0.002473242,0.82688844,0.000449458,0.00046650044,0.0003522052,0.0042121517,0.000115104056,0.10353289,0.00019816941,0.0030055526,0.057047524],"study_design_scores_gemma":[0.0013845395,0.00060281,0.98669004,0.00005073768,0.00007504927,0.000038207272,0.00011413741,0.0023480526,0.008457083,0.00012412359,0.000029132574,0.000086068336],"about_ca_topic_score_codex":0.0018895686,"about_ca_topic_score_gemma":0.003328221,"teacher_disagreement_score":0.15980162,"about_ca_system_score_codex":0.0000626752,"about_ca_system_score_gemma":0.0001131598,"threshold_uncertainty_score":0.39559963},"labels":[],"label_agreement":null},{"id":"W3148920925","doi":"10.1016/j.cjco.2021.03.009","title":"Prevalence and Prognosis Impact of Frailty Among Older Adults in Cardiac Intensive Care Units","year":2021,"lang":"en","type":"article","venue":"CJC Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hazard ratio; Observational study; Confidence interval; Internal medicine; Population; Prospective cohort study","score_opus":0.027816366344243237,"score_gpt":0.3231984604045663,"score_spread":0.29538209406032306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148920925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931934,0.002785032,0.0000011309585,0.0002980059,0.00009316186,0.0014657732,0.00011428386,0.000015168198,0.0020340425],"genre_scores_gemma":[0.99839264,0.00027882805,0.0001532658,0.00012904644,0.00003329723,0.00008372672,0.00007481237,0.000024256433,0.0008301469],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987904,0.00010014122,0.00027719454,0.00039199038,0.00019814729,0.00024214746],"domain_scores_gemma":[0.9975077,0.00010281001,0.00008821283,0.00042618098,0.0017171067,0.00015801519],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011354973,0.00016874484,0.00058263936,0.00007492269,0.000026480577,0.000036440597,0.00018739342,0.00011242273,0.00015471298],"category_scores_gemma":[0.0012540562,0.00014516037,0.00007794201,0.0004626558,0.00012699852,0.0002241959,0.00040340566,0.00022538837,0.0000071413306],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011891861,0.00004380969,0.9732916,0.0007259093,0.00010610551,0.00013113287,0.0154511565,0.000002531189,0.00029835643,0.0000036337744,0.0018818751,0.007944975],"study_design_scores_gemma":[0.0023811392,0.0002682775,0.97396046,0.003887951,0.00009244536,0.000026440297,0.011486464,0.00003582343,0.0076437015,0.00000581608,0.00006603095,0.00014546572],"about_ca_topic_score_codex":0.001862345,"about_ca_topic_score_gemma":0.00033327076,"teacher_disagreement_score":0.00779951,"about_ca_system_score_codex":0.00010814134,"about_ca_system_score_gemma":0.0003746682,"threshold_uncertainty_score":0.59194684},"labels":[],"label_agreement":null},{"id":"W3149044204","doi":"10.1016/j.jgo.2021.03.010","title":"Position statement on oncology and cancer nursing care for older adults with cancer and their caregivers of the International Society of Geriatric Oncology Nursing and Allied Health Interest Group, the Canadian Association of Nurses in Oncology Oncology &amp; Aging Special Interest Group, and the European Oncology Nursing Society","year":2021,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University of British Columbia; University of Saskatchewan; University of Victoria; University of Calgary","funders":"European Oncology Nursing Society","keywords":"Medicine; Geriatric oncology; Position statement; Cancer; Gerontology; Oncology nursing; Population; Family medicine; Health care; Nursing; Internal medicine; Environmental health; Nurse education","score_opus":0.021249451407460117,"score_gpt":0.3400882445554514,"score_spread":0.3188387931479913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3149044204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84247583,0.007593634,0.0001537719,0.14237952,0.0037157137,0.0017564512,0.00016072657,0.0000084328385,0.0017559326],"genre_scores_gemma":[0.98282087,0.01191741,0.001971283,0.0016540686,0.0014295494,0.00005063366,0.000046336107,0.000049641112,0.00006022595],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9949315,0.0019182506,0.0016426727,0.0005336616,0.0003422786,0.0006315988],"domain_scores_gemma":[0.99301285,0.0021332696,0.0033458145,0.0002405003,0.0010003989,0.00026718967],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028524578,0.00038825642,0.0017377054,0.0003451694,0.00038416407,0.00003256917,0.0003205572,0.0005490886,0.000025346362],"category_scores_gemma":[0.0002729959,0.00025021893,0.0002796854,0.00045548062,0.0016107897,0.00015713063,0.00012069654,0.0012155116,1.259416e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0061938376,0.0014345072,0.007288297,0.0004900669,0.0010992589,0.000049481685,0.24204701,0.000104778585,0.0022060175,0.0004220312,0.017235667,0.72142905],"study_design_scores_gemma":[0.097464316,0.027760405,0.21399465,0.009960928,0.0033209051,0.0040341006,0.4414051,0.0010581665,0.00085331494,0.0009216858,0.19835083,0.0008755991],"about_ca_topic_score_codex":0.0067312093,"about_ca_topic_score_gemma":0.20859107,"teacher_disagreement_score":0.72055346,"about_ca_system_score_codex":0.022195619,"about_ca_system_score_gemma":0.008284347,"threshold_uncertainty_score":0.999995},"labels":[],"label_agreement":null},{"id":"W3149296671","doi":"10.1177/23337214211003804","title":"Concurrent Validity of Pictorial Fit-Frail Scale (PFFS) in Older Adult Male Veterans with Different Levels of Health Literacy","year":2021,"lang":"en","type":"article","venue":"Gerontology and Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Gerontology; Cognition; Receiver operating characteristic; Area under the curve; Health literacy; Internal medicine; Psychiatry; Health care","score_opus":0.05207414258583312,"score_gpt":0.33657072664323745,"score_spread":0.2844965840574043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3149296671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98332626,0.005502821,0.0016300789,0.0073722806,0.0012725695,0.00050205167,0.000054824755,0.00001676161,0.0003223456],"genre_scores_gemma":[0.9973775,0.0007122788,0.00047200234,0.00036449538,0.00043042158,0.000021214735,0.00006518657,0.000016145377,0.0005407635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742323,0.00036148124,0.0009960642,0.00045667018,0.0003677224,0.00039481468],"domain_scores_gemma":[0.99823225,0.00040986092,0.00037865198,0.0004155385,0.00036135252,0.0002023226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040530914,0.00026399858,0.0014141542,0.00018669694,0.000041753035,0.0000029862294,0.00009593429,0.00018363673,0.00079582725],"category_scores_gemma":[0.0003116347,0.00018769264,0.000066510074,0.00031011345,0.00036449282,0.000062259634,0.000052958094,0.00032239628,0.0000012847079],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011795152,0.0017456996,0.729678,0.004544,0.00026693332,0.00036921972,0.0241556,0.0000028790955,0.00302165,0.0002782106,0.004109296,0.23064902],"study_design_scores_gemma":[0.018629141,0.0029406433,0.9733701,0.0013645281,0.00019455841,0.000704131,0.00061572186,0.000061351144,0.0012586251,0.00006119485,0.0006163221,0.00018373055],"about_ca_topic_score_codex":0.000477622,"about_ca_topic_score_gemma":0.0007250573,"teacher_disagreement_score":0.24369209,"about_ca_system_score_codex":0.00006921676,"about_ca_system_score_gemma":0.0002736442,"threshold_uncertainty_score":0.871375},"labels":[],"label_agreement":null},{"id":"W3149348278","doi":"10.1093/gerona/glab087","title":"Short Physical Performance Battery as a Crosswalk Between Frailty Phenotype and Deficit Accumulation Frailty Index","year":2021,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"National Institute on Aging; National Institutes of Health; Canadian Institutes of Health Research; Canadian Frailty Network; Asan Institute for Life Sciences, Asan Medical Center","keywords":"Schema crosswalk; Frailty Index; Index (typography); Battery (electricity); Phenotype; Gerontology; Computer science; Medicine; Biology; Transport engineering; Engineering; Genetics; Gene; World Wide Web","score_opus":0.11453466019313649,"score_gpt":0.3814577118504772,"score_spread":0.26692305165734076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3149348278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9878786,0.0012985892,0.00028576647,0.008935807,0.00014143783,0.00020095467,0.000013666098,0.00003372274,0.0012114631],"genre_scores_gemma":[0.9975527,0.0003191762,0.0003141678,0.0004884877,0.00039877475,0.000008294627,0.000017261576,0.000026312238,0.00087481266],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836814,0.00014037304,0.00048554596,0.0002690296,0.00037046516,0.00036646682],"domain_scores_gemma":[0.99849755,0.00031845085,0.00020157646,0.00048845017,0.00035467112,0.00013928274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032805174,0.00022637735,0.00067862374,0.00006674745,0.0002220001,0.00004170159,0.00017744732,0.00019331324,0.00022615619],"category_scores_gemma":[0.00036708513,0.00016536875,0.00011321848,0.00018280627,0.0004737867,0.00038153672,0.00015805071,0.00058052514,0.000019606645],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009053958,0.0001726914,0.9260243,0.00020297353,0.0004948279,0.000070110065,0.003680384,0.00009095839,0.011663872,0.00012339055,0.00059566274,0.055975445],"study_design_scores_gemma":[0.0008932917,0.00045475477,0.98506755,0.000186664,0.00023072769,0.0009529808,0.00059291796,0.0003160223,0.009124777,0.00087008625,0.0011505204,0.00015968076],"about_ca_topic_score_codex":0.0000661778,"about_ca_topic_score_gemma":0.0001259431,"teacher_disagreement_score":0.059043285,"about_ca_system_score_codex":0.000047914316,"about_ca_system_score_gemma":0.00015834866,"threshold_uncertainty_score":0.6743542},"labels":[],"label_agreement":null},{"id":"W3150819946","doi":"10.47487/apcyccv.v2i1.122","title":"Fragilidad en adultos mayores con falla cardiaca crónica en un hospital de Lima","year":2021,"lang":"en","type":"article","venue":"Archivos Peruanos de Cardiología y Cirugía Cardiovascular","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Philosophy","score_opus":0.006120576206741365,"score_gpt":0.22933405626984743,"score_spread":0.22321348006310607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3150819946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94150096,0.027767934,0.0060794116,0.0031742281,0.0011425985,0.0017602047,0.00026343414,0.0007062198,0.01760498],"genre_scores_gemma":[0.97763556,0.0067658764,0.00948047,0.0015999977,0.0025940388,0.0004712155,0.00046384122,0.00028199292,0.0007069759],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99071604,0.002810182,0.0009903728,0.0019754425,0.0014467405,0.0020612406],"domain_scores_gemma":[0.9934575,0.0011364113,0.00014926142,0.0036197652,0.0005717288,0.0010653534],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020387857,0.0010218164,0.002891624,0.00032478833,0.00032623726,0.00013501171,0.00079807965,0.00089832296,0.00016892231],"category_scores_gemma":[0.0033254619,0.0010480045,0.006179745,0.00059617055,0.0005383278,0.00020847512,0.00069039705,0.0018767901,0.00033522438],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087639445,0.0011842793,0.5307024,0.0022237506,0.075071864,0.044913895,0.021638833,0.009591118,0.047057856,0.0017863916,0.026531715,0.23842147],"study_design_scores_gemma":[0.008829132,0.0010595858,0.6839705,0.0006280038,0.006060423,0.012941263,0.002911065,0.00046848756,0.022072261,0.0010404334,0.25791088,0.002107941],"about_ca_topic_score_codex":0.0003566272,"about_ca_topic_score_gemma":0.000015151986,"teacher_disagreement_score":0.23631354,"about_ca_system_score_codex":0.000835051,"about_ca_system_score_gemma":0.0012907949,"threshold_uncertainty_score":0.999197},"labels":[],"label_agreement":null},{"id":"W3150917271","doi":"10.1016/j.semarthrit.2021.04.001","title":"Are we measuring the right function outcomes for older adults in reviews by the Cochrane Musculoskeletal Group?","year":2021,"lang":"en","type":"review","venue":"Seminars in Arthritis and Rheumatism","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cochrane; University of Ottawa; Bruyère","funders":"University of Ottawa","keywords":"Medicine; International Classification of Functioning, Disability and Health; Gerontology; Psychological intervention; Systematic review; Activities of daily living; MEDLINE; Affect (linguistics); Physical therapy; Rehabilitation; Psychology; Psychiatry","score_opus":0.024550783719377817,"score_gpt":0.31415890120001494,"score_spread":0.28960811748063714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3150917271","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00033246292,0.9918757,0.000049710005,0.0019326602,0.0008050296,0.0047305026,0.00011057063,0.00002963303,0.00013370269],"genre_scores_gemma":[0.00029783457,0.99602294,0.00018456456,0.00021542491,0.000097819844,0.001866907,0.00032501714,0.00008422982,0.000905236],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9963311,0.0005273444,0.0014692057,0.0007260304,0.00044031665,0.0005060028],"domain_scores_gemma":[0.99725187,0.0011119862,0.00069578097,0.0007655092,0.00006967363,0.00010520753],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016008392,0.0006406839,0.0030218554,0.00016806352,0.00021244804,0.000076372846,0.00026110117,0.00041094175,0.00013047618],"category_scores_gemma":[0.00086933846,0.00034400815,0.00067774253,0.0004101465,0.0001929136,0.00011943043,0.00012657038,0.00097172573,0.000013663143],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008912257,0.00011242558,0.00019427534,0.020008836,0.00007573402,0.000043171796,0.00048595414,8.017136e-8,1.4509928e-7,0.000067645036,0.018855043,0.9601478],"study_design_scores_gemma":[0.0015470695,0.000069497306,0.0013436796,0.50938046,0.00017315018,0.0003274656,0.00025559103,0.0000071473078,1.7687377e-7,0.000035822683,0.4866003,0.00025959397],"about_ca_topic_score_codex":0.00009331638,"about_ca_topic_score_gemma":0.0014807088,"teacher_disagreement_score":0.95988816,"about_ca_system_score_codex":0.00013505627,"about_ca_system_score_gemma":0.000059962098,"threshold_uncertainty_score":0.9999012},"labels":[],"label_agreement":null},{"id":"W3151351682","doi":"10.1093/gerona/glab089","title":"Cellular Immune Phenotypes and Worsening Scores of Frailty-Associated Parameters Over an 18-Month Period in the Very Old","year":2021,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences North","funders":"","keywords":"Immunosenescence; Immune system; Cohort; Geriatric Depression Scale; Serostatus; Medicine; Depression (economics); CD8; Longitudinal study; Gerontology; Internal medicine; Immunology; Anxiety; Depressive symptoms; Psychiatry; Human immunodeficiency virus (HIV); Pathology","score_opus":0.05320686903598628,"score_gpt":0.31248588898025564,"score_spread":0.2592790199442694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3151351682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9802484,0.012598916,0.000013236437,0.0064732004,0.00013921945,0.00018714694,0.000009211079,0.000010975428,0.00031969397],"genre_scores_gemma":[0.9979338,0.00070714287,0.00058793,0.00036169385,0.000039231098,0.00000644118,0.000009424946,0.000017898272,0.00033645553],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981004,0.00053163734,0.00058809284,0.00017988373,0.00029396033,0.00030605128],"domain_scores_gemma":[0.9984919,0.00038993804,0.00039690055,0.0004927523,0.00017176125,0.000056738307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009064483,0.00017479673,0.00066121377,0.00008447933,0.00011047696,0.000027718412,0.00024044467,0.00014807412,0.00020255454],"category_scores_gemma":[0.0008068837,0.00010890853,0.00011168723,0.0002232546,0.00054609706,0.00021784304,0.00008237747,0.00046150805,8.01341e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005436025,0.0019572307,0.44940433,0.000477877,0.0022144327,0.0015619814,0.11331678,0.00031954798,0.41002336,0.0011442893,0.0014711925,0.012672962],"study_design_scores_gemma":[0.0034048853,0.0014473943,0.9320504,0.0008383069,0.00039215415,0.0011540868,0.025008641,0.00018180972,0.033612076,0.0013989236,0.00028799806,0.00022331087],"about_ca_topic_score_codex":0.000659744,"about_ca_topic_score_gemma":0.0020906073,"teacher_disagreement_score":0.4826461,"about_ca_system_score_codex":0.000033609576,"about_ca_system_score_gemma":0.0001015073,"threshold_uncertainty_score":0.4441161},"labels":[],"label_agreement":null},{"id":"W3152713532","doi":"10.1002/lt.26078","title":"Applying Administrative Data‐Based Coding Algorithms for Frailty in Patients With Cirrhosis","year":2021,"lang":"en","type":"article","venue":"Liver Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Allergan; National Institutes of Health; National Institute of Diabetes and Digestive and Kidney Diseases; Bausch Health; Gilead Sciences","keywords":"Medicine; Receiver operating characteristic; Liver transplantation; Cirrhosis; Hazard ratio; Frailty Index; Prospective cohort study; Activities of daily living; Physical therapy; Internal medicine; Transplantation; Confidence interval","score_opus":0.0892176071849211,"score_gpt":0.32920468361278293,"score_spread":0.23998707642786182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152713532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7814268,0.00009196258,0.21117996,0.00059302786,0.00024089427,0.003324456,0.0021816555,0.00010805625,0.00085318077],"genre_scores_gemma":[0.9565536,0.00004113493,0.032786973,0.00033684308,0.00004201264,0.00020982315,0.009937969,0.000022227678,0.000069454436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989384,0.000034300338,0.00020805294,0.00037537,0.0002574839,0.00018643765],"domain_scores_gemma":[0.99925715,0.0002016136,0.00005858644,0.00026676262,0.00015072714,0.00006514405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008343995,0.00013105714,0.00019109427,0.00007282509,0.000056405515,0.000021147522,0.000080013546,0.00006863149,0.00004768537],"category_scores_gemma":[0.000032214208,0.00012358985,0.00002874213,0.00019636791,0.00002909371,0.0002286539,0.000006342674,0.000120752775,0.000005139165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008909021,0.0028374486,0.85479015,0.0068793814,0.00055055146,0.0015329163,0.009528561,0.00040240036,0.003665332,0.0003765227,0.00066823553,0.109859474],"study_design_scores_gemma":[0.018191854,0.0007408458,0.94002944,0.0013005848,0.0005211937,0.000028896833,0.00039243978,0.015469134,0.022315567,0.000021996953,0.00064390636,0.00034414633],"about_ca_topic_score_codex":0.000054894783,"about_ca_topic_score_gemma":0.00032557003,"teacher_disagreement_score":0.17839298,"about_ca_system_score_codex":0.000054818818,"about_ca_system_score_gemma":0.00015050531,"threshold_uncertainty_score":0.5039848},"labels":[],"label_agreement":null},{"id":"W3153656734","doi":"10.1001/amaguidesnewsletters.2020.marapr01","title":"International Use of the AMA Guides® to the Evaluation of Permanent Impairment","year":2020,"lang":"en","type":"article","venue":"AMA guides newsletter","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychology","score_opus":0.10404050810108509,"score_gpt":0.3380576063011441,"score_spread":0.23401709820005903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153656734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64556,0.000019436011,0.00012538793,0.35194483,0.00033829035,0.0007839092,0.000020487074,0.000013981242,0.0011936547],"genre_scores_gemma":[0.9358547,0.0000063595776,0.0010258735,0.061871614,0.00048803905,0.00004460689,0.000018803605,0.000018986586,0.0006710607],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997774,0.00013567934,0.000527233,0.00022098757,0.0011840943,0.00015799035],"domain_scores_gemma":[0.9985366,0.00010863065,0.00018046187,0.0005561085,0.0005363808,0.00008181698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047164308,0.00013399287,0.00019391383,0.00004611011,0.000034169283,0.000020588015,0.00036404099,0.00004591921,0.00081114966],"category_scores_gemma":[0.0010292336,0.00007600659,0.00015905329,0.00018153762,0.00008336955,0.00008722538,0.0002203347,0.00013555276,0.00009202623],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000080559366,0.00009403687,0.031181386,0.000039662333,0.00017717027,0.0000044138455,0.00305125,0.0013787865,0.03434035,0.000070753944,0.9182493,0.011332337],"study_design_scores_gemma":[0.0021521498,0.00035774987,0.43814087,0.00026211696,0.00035388622,0.000037108883,0.00021551334,0.009198392,0.030482491,0.00007100898,0.51857316,0.00015552732],"about_ca_topic_score_codex":0.0001607174,"about_ca_topic_score_gemma":0.000027120166,"teacher_disagreement_score":0.40695947,"about_ca_system_score_codex":0.000119229604,"about_ca_system_score_gemma":0.000079983,"threshold_uncertainty_score":0.888152},"labels":[],"label_agreement":null},{"id":"W3153663641","doi":"10.1093/fampra/cmaa141","title":"Overall mortality in older people receiving physician-led home visits: a multicentre prospective study in Japan","year":2020,"lang":"en","type":"article","venue":"Family Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Family Medicine","funders":"Japan Society for the Promotion of Science","keywords":"Medicine; Prospective cohort study; Gerontology; Family medicine; Internal medicine","score_opus":0.02651230726191232,"score_gpt":0.32145116433436677,"score_spread":0.29493885707245443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153663641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848076,0.0001755006,0.00003010887,0.005499257,0.00017416144,0.0032103152,0.0000109777275,0.00013746039,0.005954599],"genre_scores_gemma":[0.99226975,0.00004395477,0.0005607404,0.0064719394,0.0002268194,0.00014455777,0.000017507307,0.000057307923,0.00020741309],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996988,0.00043159214,0.00058637286,0.00081243506,0.000678608,0.00050298654],"domain_scores_gemma":[0.99802005,0.0007808348,0.00026458973,0.00050613255,0.00021892316,0.00020946415],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00055210135,0.00032186264,0.000682663,0.00013063719,0.000053275966,0.000064321684,0.00019658713,0.00011537623,0.0000442642],"category_scores_gemma":[0.0038755576,0.00032871272,0.00007778549,0.0010466083,0.000025809231,0.0010553756,0.00015863376,0.0009892475,0.00017978974],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096998824,0.0040707304,0.92003804,0.00015641206,0.00016515411,0.0004615607,0.07033401,0.00008868432,0.0016210276,0.00001638376,0.0007951043,0.0012829035],"study_design_scores_gemma":[0.010500614,0.0006497165,0.9377219,0.00025676956,0.00020202545,0.000009077268,0.047550414,0.0023832233,0.00006173368,0.00001599771,0.0003448543,0.00030364958],"about_ca_topic_score_codex":0.002826284,"about_ca_topic_score_gemma":0.002972742,"teacher_disagreement_score":0.022783592,"about_ca_system_score_codex":0.0004093653,"about_ca_system_score_gemma":0.00016848459,"threshold_uncertainty_score":0.9999165},"labels":[],"label_agreement":null},{"id":"W3153722136","doi":"10.1007/s10433-020-00587-2","title":"Education, wealth, and duration of life expected in various degrees of frailty","year":2021,"lang":"en","type":"article","venue":"European Journal of Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Mount Saint Vincent University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Health and Retirement Study; Inequality; Gerontology; Demography; Baseline (sea); Population; Frailty Index; Public health; Medicine; Sociology; Mathematics","score_opus":0.023811796597753006,"score_gpt":0.27456638791163585,"score_spread":0.25075459131388284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153722136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99311614,0.0021277284,0.0007101803,0.0011327409,0.00017665049,0.00005625188,9.322207e-7,0.000003995662,0.0026753966],"genre_scores_gemma":[0.9907293,0.00022882102,0.008576912,0.000117310396,0.00015986983,1.5702999e-7,0.0000028308164,0.000014444447,0.00017039654],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99864995,0.00025555553,0.0007336208,0.00008157618,0.00019872515,0.00008059036],"domain_scores_gemma":[0.9987487,0.000078124496,0.0004994939,0.00012667319,0.00044662182,0.000100374724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044965712,0.00006683974,0.00025480322,0.00016075133,0.000017593538,0.000008363537,0.000058046524,0.00001685085,0.000048654085],"category_scores_gemma":[0.0014810084,0.000060918537,0.00004259852,0.00020833248,0.00003741251,0.00010422131,0.000026016609,0.00019548426,0.0000012958077],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000827607,0.0018654156,0.36120555,0.001879768,0.0004186008,0.0048335874,0.04692273,0.000500971,0.3655601,0.0004003795,0.0068692397,0.20871603],"study_design_scores_gemma":[0.0016758232,0.00030641782,0.98903817,0.0013757526,0.000042206673,0.0005064114,0.0018116132,0.00007869014,0.004475767,0.000028030907,0.0006018423,0.000059277067],"about_ca_topic_score_codex":0.000025582709,"about_ca_topic_score_gemma":0.00003452781,"teacher_disagreement_score":0.6278326,"about_ca_system_score_codex":0.000027245638,"about_ca_system_score_gemma":0.0004293719,"threshold_uncertainty_score":0.24841858},"labels":[],"label_agreement":null},{"id":"W3153816455","doi":"10.1016/j.jtcvs.2021.02.100","title":"Preoperative physical frailty assessment among octogenarians undergoing cardiac surgery: Upgrading the “eyeball” test","year":2021,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Heart Institute; Université Laval","funders":"","keywords":"Medicine; Confidence interval; Odds ratio; Log-rank test; Population; Multivariate analysis; Surgery; Clinical endpoint; Cardiac surgery; Test (biology); Survival analysis; Internal medicine; Physical therapy; Randomized controlled trial","score_opus":0.02884847921656263,"score_gpt":0.3061444706109834,"score_spread":0.27729599139442074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153816455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9708289,0.02175215,0.0027150807,0.002254589,0.0011184083,0.000256651,0.000018231753,0.00003205357,0.0010239705],"genre_scores_gemma":[0.99337894,0.004123931,0.00042514835,0.00021009099,0.0014450955,0.000012208188,0.000015221669,0.00005147363,0.00033787],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963226,0.00090391934,0.000717676,0.00037481316,0.0012502724,0.00043075005],"domain_scores_gemma":[0.99374753,0.00430114,0.00031199388,0.0006797998,0.00064300856,0.00031650226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036558036,0.00032254684,0.0018139222,0.00017566892,0.0002882134,0.00017615296,0.000115640476,0.00013559338,0.000030646126],"category_scores_gemma":[0.0021645606,0.0002203372,0.0035185062,0.0005322124,0.00021142946,0.00036970104,0.00010968726,0.0007988266,0.0000040910377],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010927083,0.00045338157,0.83980125,0.00060669816,0.014802483,0.0043808925,0.0015685406,0.00040528097,0.0014513788,0.000042124677,0.0171485,0.11923019],"study_design_scores_gemma":[0.0006039298,0.00018661346,0.94743085,0.002952154,0.0073158653,0.0060369684,0.0053446647,0.0005908394,0.011446624,0.00021157535,0.017089473,0.000790417],"about_ca_topic_score_codex":0.000028012686,"about_ca_topic_score_gemma":0.000007371407,"teacher_disagreement_score":0.11843977,"about_ca_system_score_codex":0.00015980712,"about_ca_system_score_gemma":0.0012222904,"threshold_uncertainty_score":0.898509},"labels":[],"label_agreement":null},{"id":"W3154118368","doi":"10.21037/qims-20-852","title":"Associations between brain volumetry and relaxometry signatures and the Edmonton Frail Scale in frailty","year":2021,"lang":"en","type":"article","venue":"Quantitative Imaging in Medicine and Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Relaxometry; Magnetic resonance imaging; Medicine; Nuclear medicine; Radiology","score_opus":0.045950664386883715,"score_gpt":0.34256600009071336,"score_spread":0.29661533570382964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154118368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8761553,0.031767238,0.0002449332,0.09056462,0.00013041361,0.00023902897,0.000021783682,0.000026886624,0.00084978563],"genre_scores_gemma":[0.99178183,0.0017299736,0.0010432372,0.0047820797,0.00014448157,0.000014573706,0.00008593509,0.000024714662,0.0003931454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997811,0.00047808996,0.00058318104,0.00043584782,0.00036799235,0.000323874],"domain_scores_gemma":[0.98824966,0.011107853,0.00014445987,0.00021031291,0.0001546041,0.00013308582],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002560179,0.00020977999,0.00090740004,0.00052034995,0.00011757528,0.00003567612,0.000048134316,0.00011124418,0.000032140917],"category_scores_gemma":[0.012016398,0.00015366831,0.00005467652,0.00089917815,0.0008984084,0.00019027787,0.000074997275,0.00068008713,0.0000014735718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006202162,0.000037389113,0.96687937,0.000082209895,0.000046383535,0.00012443533,0.0043446748,5.7807813e-7,0.00043569412,0.00034312304,0.0136250155,0.014019079],"study_design_scores_gemma":[0.003056998,0.00004042357,0.98658234,0.00097445503,0.000074845775,0.000034857134,0.0048294384,0.0006101799,0.00005608771,0.0017401453,0.0018388053,0.00016140912],"about_ca_topic_score_codex":0.0011159042,"about_ca_topic_score_gemma":0.0005737383,"teacher_disagreement_score":0.11562655,"about_ca_system_score_codex":0.00006147681,"about_ca_system_score_gemma":0.000114222916,"threshold_uncertainty_score":0.9963058},"labels":[],"label_agreement":null},{"id":"W3154222637","doi":"10.1007/s11357-021-00366-6","title":"50 years of the “war on cancer”: lessons for public health and geroscience","year":2021,"lang":"en","type":"article","venue":"GeroScience","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Public health; Political science; Environmental health; Medicine; Nursing","score_opus":0.11990839646467087,"score_gpt":0.3710908355876137,"score_spread":0.2511824391229428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154222637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90028584,0.001000366,0.0015632586,0.09527108,0.0009240343,0.0005154707,0.000089655776,0.000030358062,0.00031991914],"genre_scores_gemma":[0.9897296,0.00032851074,0.0018450774,0.0057711583,0.00003970379,0.00003081359,0.0000013738163,0.000008192235,0.0022455617],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9987182,0.000034611872,0.00015840173,0.00035643362,0.00039185994,0.00034050795],"domain_scores_gemma":[0.9990894,0.000121770674,0.00009809748,0.00039340495,0.00009926769,0.0001980383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038439882,0.00007304856,0.00016791812,0.000043442127,0.00017556868,0.00002407301,0.00021871232,0.000030558273,0.000011773473],"category_scores_gemma":[0.0010492379,0.00005513364,0.00004539545,0.00054953876,0.0005097547,0.00008702159,0.00010300226,0.000100553116,0.0000017952332],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096867625,0.0008825276,0.052810837,0.0008109717,0.00002578105,0.000012152845,0.013440365,0.000072286486,0.50967926,0.018420799,0.016863065,0.38688508],"study_design_scores_gemma":[0.002346567,0.0014220801,0.7972264,0.0009737231,0.000021263657,0.00012657691,0.0017381666,0.0013775734,0.050171003,0.0005511053,0.14369513,0.00035036405],"about_ca_topic_score_codex":0.00008400063,"about_ca_topic_score_gemma":0.00008792129,"teacher_disagreement_score":0.7444156,"about_ca_system_score_codex":0.000079105725,"about_ca_system_score_gemma":0.0012031979,"threshold_uncertainty_score":0.22482847},"labels":[],"label_agreement":null},{"id":"W3154274746","doi":"10.1038/s41375-021-01247-9","title":"External validation of the FIRST trial’s simplified frailty score in a population-based cohort","year":2021,"lang":"en","type":"letter","venue":"Leukemia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa; McMaster University; Juravinski Cancer Centre","funders":"","keywords":"Cohort; Medicine; Population; Internal medicine; Oncology; Gerontology; Environmental health","score_opus":0.038301317875196146,"score_gpt":0.2844795929350848,"score_spread":0.24617827505988865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3154274746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74461275,0.00012019898,0.000107718755,0.24964465,0.0015946405,0.002814403,0.0000996459,0.00006255333,0.0009434451],"genre_scores_gemma":[0.6281354,0.000011327546,0.00037258223,0.35825664,0.0039015054,0.00029231465,0.0030908873,0.00013945479,0.0057999077],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9971702,0.00015629793,0.00086207886,0.0005285719,0.00095413247,0.0003287031],"domain_scores_gemma":[0.9977387,0.00037512882,0.0004974279,0.0011706592,0.0001702143,0.000047848942],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025644794,0.000339833,0.00077614427,0.00020161291,0.000059272512,0.00003363438,0.0003385103,0.0009239446,0.0004486525],"category_scores_gemma":[0.000729656,0.0002680144,0.00034381964,0.00044900147,0.000071153605,0.00005344501,0.00007433667,0.0017827436,0.000020058776],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013838394,0.00008071508,0.46009904,0.0011648502,0.00011518111,0.00032279897,0.00012388047,0.00068469305,0.00014695586,0.000007752026,0.5353145,0.00055580086],"study_design_scores_gemma":[0.041166116,0.00020321271,0.8424617,0.005872879,0.0004936854,0.00004763372,0.000008850621,0.00075122714,0.003724054,0.00026753108,0.10445185,0.0005512588],"about_ca_topic_score_codex":0.0026051188,"about_ca_topic_score_gemma":0.00043289666,"teacher_disagreement_score":0.43086264,"about_ca_system_score_codex":0.0015118931,"about_ca_system_score_gemma":0.0011782654,"threshold_uncertainty_score":0.99997723},"labels":[],"label_agreement":null},{"id":"W3155011227","doi":"10.1017/s0714980820000355","title":"Cognitive Impairment and Length of Stay in Acute Care Hospitals: A Scoping Review of the Literature","year":2021,"lang":"en","type":"review","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; Université Laval","funders":"Canadian Institutes of Health Research; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Cognitive impairment; Medicine; Association (psychology); Narrative review; Cognition; Acute care; Gerontology; Hospital discharge; Health care; MEDLINE; Clinical psychology; Psychology; Psychiatry; Intensive care medicine; Psychotherapist","score_opus":0.014176854498429686,"score_gpt":0.2883698851457019,"score_spread":0.2741930306472722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155011227","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038526277,0.9905766,7.757505e-7,0.001588348,0.00054339034,0.002585361,0.0006307084,0.0000039949227,0.000218154],"genre_scores_gemma":[0.0023739834,0.99621093,0.000066002256,0.0006957941,0.00015025843,0.00008747234,0.00018072958,0.000076970246,0.00015786289],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9965482,0.0005299263,0.0014583586,0.0005105068,0.0002435497,0.000709457],"domain_scores_gemma":[0.9962352,0.00026586244,0.0010091249,0.00056861853,0.000764245,0.0011569754],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00089961383,0.0005699969,0.0026477275,0.0006975505,0.00013575992,0.00007031742,0.0003502827,0.00023207888,0.00010896252],"category_scores_gemma":[0.00089258316,0.00042285127,0.00064763526,0.0009873809,0.00016151574,0.00007844767,0.00006590193,0.0013289548,9.051419e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008095618,0.000052259984,0.0008845255,0.52632177,0.0011177679,0.0064296746,0.0120300995,0.0000014084801,3.323553e-7,0.000111598325,0.0012803138,0.45176217],"study_design_scores_gemma":[0.00060396764,0.000267761,0.0003554505,0.8490514,0.0014816665,0.0028121944,0.000995495,6.159422e-7,0.0000031801649,0.000002525357,0.14413121,0.00029453306],"about_ca_topic_score_codex":0.0031290674,"about_ca_topic_score_gemma":0.10425256,"teacher_disagreement_score":0.45146766,"about_ca_system_score_codex":0.0019860961,"about_ca_system_score_gemma":0.005237827,"threshold_uncertainty_score":0.9998223},"labels":[],"label_agreement":null},{"id":"W3155033880","doi":"10.21203/rs.3.rs-74177/v1","title":"Deviations in Hippocampal Subregion Associated With Cognitive and Physical Frailty in Older Adults With Cognitive Frailty","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fujian University of Traditional Chinese Medicine; National Natural Science Foundation of China","keywords":"Wechsler Adult Intelligence Scale; Cognition; Montreal Cognitive Assessment; Hippocampal formation; Hippocampus; Psychology; Wechsler Memory Scale; Cognitive decline; Atrophy; Effects of sleep deprivation on cognitive performance; Episodic memory; Audiology; Neuroscience; Gerontology; Medicine; Internal medicine; Cognitive impairment; Dementia; Disease","score_opus":0.07616794860336606,"score_gpt":0.38799570251881516,"score_spread":0.3118277539154491,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155033880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9867355,0.0003504392,0.00023112382,0.0041445983,0.000032698204,0.006268001,0.0006985593,0.00012864413,0.0014104308],"genre_scores_gemma":[0.99504745,0.00014364878,0.000085306485,0.0002209857,0.00021542082,0.0012639697,0.0026868621,0.00013408544,0.00020229167],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99351585,0.0010521935,0.0005136352,0.0016317467,0.0021482366,0.0011383456],"domain_scores_gemma":[0.99401134,0.0027716276,0.00022239097,0.00043934843,0.0019623174,0.0005929561],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0007602087,0.0006435814,0.0012189269,0.00086815254,0.00015431638,0.000121927784,0.00024146667,0.000635585,0.000075782766],"category_scores_gemma":[0.0049691265,0.00053242565,0.00011399848,0.0018705345,0.0008479167,0.0002018349,0.00062485493,0.005496769,0.000048151993],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015922925,0.005598246,0.8722481,0.005092796,0.0010407149,0.0048559937,0.07467566,0.000043412,0.00006438164,0.00010913156,0.0010084753,0.019340172],"study_design_scores_gemma":[0.017051447,0.0024038102,0.9142765,0.046943218,0.0001562805,0.00003167265,0.0150359385,0.002710236,0.00025897444,0.0005127262,0.000015369485,0.00060383754],"about_ca_topic_score_codex":0.0012970156,"about_ca_topic_score_gemma":0.007436593,"teacher_disagreement_score":0.059639715,"about_ca_system_score_codex":0.0007602215,"about_ca_system_score_gemma":0.0015781847,"threshold_uncertainty_score":0.9997127},"labels":[],"label_agreement":null},{"id":"W3155344594","doi":"10.35366/99127","title":"Prevalencia de síndrome de fragilidad en adultos mayores de 70 años en Primer Nivel de Atención","year":2021,"lang":"es","type":"article","venue":"Revista CONAMED","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Art","score_opus":0.011201555623901138,"score_gpt":0.28790347110149417,"score_spread":0.27670191547759304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3155344594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9654569,0.023089906,0.0017261602,0.0068979994,0.00020889373,0.0013216906,0.00021868231,0.00024642894,0.000833349],"genre_scores_gemma":[0.95865154,0.011216233,0.008708583,0.0030249846,0.0011533618,0.0001858238,0.00016275802,0.00021498662,0.016681742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9936319,0.0015888716,0.0010210851,0.0010822057,0.0008323624,0.00184357],"domain_scores_gemma":[0.99500287,0.0015944655,0.00036946734,0.0014170504,0.00055976806,0.0010563541],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016382079,0.00075902656,0.0012717769,0.00021318991,0.00018264157,0.00016517575,0.00076386024,0.0007800346,0.0023027866],"category_scores_gemma":[0.0076849796,0.0008038259,0.00048485087,0.00055328576,0.00032860716,0.00020024698,0.00033480872,0.0012784522,0.00064708927],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003955267,0.0008179609,0.811789,0.010437016,0.0012649543,0.0053266417,0.012739544,0.000043548487,0.111891456,0.0024637403,0.011982402,0.03084821],"study_design_scores_gemma":[0.0043954337,0.00048394324,0.8933527,0.008976666,0.0016907719,0.0023851888,0.001627324,0.0024818007,0.028177248,0.0002873891,0.05504005,0.0011014935],"about_ca_topic_score_codex":0.0019099311,"about_ca_topic_score_gemma":0.000048871512,"teacher_disagreement_score":0.08371421,"about_ca_system_score_codex":0.0024168987,"about_ca_system_score_gemma":0.0043020397,"threshold_uncertainty_score":0.99944127},"labels":[],"label_agreement":null},{"id":"W3157367967","doi":"10.1016/j.amsu.2021.102368","title":"Patient reported outcomes in an elder-friendly surgical environment: Prospective, controlled before-after study","year":2021,"lang":"en","type":"article","venue":"Annals of Medicine and Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Alberta; Health Sciences Centre","funders":"Canadian Institutes of Health Research; Alberta Innovates; Alberta Health Services","keywords":"Medicine; Prospective cohort study; Surgery; Intensive care medicine; Emergency medicine; Medical emergency; General surgery","score_opus":0.04161391122520688,"score_gpt":0.3223973191772083,"score_spread":0.28078340795200146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157367967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990135,0.0018715982,0.000002752161,0.006409343,0.00012427325,0.00080214586,0.0000040548384,0.00002260317,0.0006281902],"genre_scores_gemma":[0.9976066,0.0004213523,0.000029256447,0.0011351702,0.00007804494,0.00011845843,0.000027919681,0.000021623466,0.0005615752],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973168,0.00018121568,0.0011355276,0.00046726997,0.0005800694,0.0003191468],"domain_scores_gemma":[0.9984106,0.00041588742,0.00023263179,0.0004966681,0.00019588532,0.0002483385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086016813,0.00023750983,0.0015320713,0.0002574983,0.0000282798,0.0000056290373,0.000035348337,0.000096568845,0.0004900215],"category_scores_gemma":[0.00081535755,0.00016445962,0.00016068683,0.00021622526,0.00022020732,0.00011452629,0.000050374805,0.00021315379,0.0000024154156],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020771632,0.0024018027,0.9747295,0.00005454754,0.00028941082,0.0075861597,0.00325039,4.034668e-7,0.000039335006,0.000014497073,0.0008016713,0.008755167],"study_design_scores_gemma":[0.010635111,0.002525566,0.9815948,0.000282889,0.00013846067,0.0002020546,0.0026601367,0.000009334152,0.00030384486,0.00014629132,0.00135717,0.00014434203],"about_ca_topic_score_codex":0.00014859204,"about_ca_topic_score_gemma":0.0001476497,"teacher_disagreement_score":0.008610825,"about_ca_system_score_codex":0.000014265351,"about_ca_system_score_gemma":0.00008574889,"threshold_uncertainty_score":0.6706469},"labels":[],"label_agreement":null},{"id":"W3158559679","doi":"10.1371/journal.pone.0250803","title":"Frailty and length of stay in older adults with blunt injury in a national multicentre prospective cohort study","year":2021,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"National Medical Research Council; Medical Research Council; Duke-NUS Medical School","keywords":"Medicine; Prospective cohort study; Injury Severity Score; Injury prevention; Cohort; Demographics; Poison control; Cohort study; Occupational safety and health; Blunt; Trauma center; Emergency medicine; Internal medicine; Surgery; Retrospective cohort study; Demography; Pathology","score_opus":0.01911935736406388,"score_gpt":0.26256215563970764,"score_spread":0.24344279827564375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158559679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963725,0.00012163488,0.0000015648964,0.00036576812,0.000010542027,0.002328048,0.000034893845,0.000019031264,0.0007459902],"genre_scores_gemma":[0.99798155,0.000035831436,0.0012913928,0.00007451277,0.00002902119,0.00016700325,0.00002710937,0.000019768593,0.0003738137],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983172,0.0000662981,0.0003038633,0.00038523573,0.0007455597,0.00018186617],"domain_scores_gemma":[0.99907476,0.00009998166,0.00007441313,0.00020128477,0.0004787659,0.000070825095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018757352,0.00013717204,0.00043017318,0.00014534268,0.000015226083,0.000007160608,0.000043910397,0.000059981277,0.00010855332],"category_scores_gemma":[0.00052403955,0.000120924204,0.000015234241,0.0003778579,0.0000610428,0.00009071948,0.000055615717,0.00028169007,0.0000042732695],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008444412,0.014047416,0.9736953,0.00024831458,0.00033770147,0.0001252173,0.009548944,0.000001952644,0.00086640427,0.000013625125,0.000018932235,0.0002517685],"study_design_scores_gemma":[0.010182863,0.0007226293,0.9739146,0.0014583059,0.00011360335,0.0000056352674,0.0034774097,0.0004416802,0.009543684,0.000018350214,0.000001818825,0.000119402044],"about_ca_topic_score_codex":0.00028372713,"about_ca_topic_score_gemma":0.0036093586,"teacher_disagreement_score":0.013324787,"about_ca_system_score_codex":0.00018620232,"about_ca_system_score_gemma":0.00019518724,"threshold_uncertainty_score":0.4931146},"labels":[],"label_agreement":null},{"id":"W3161692657","doi":"10.1001/jamasurg.2021.1425","title":"All-Cause and Cancer-Specific Death of Older Adults Following Surgery for Cancer","year":2021,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bruyère; Ottawa Hospital; University of Manitoba; Sunnybrook Hospital; Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Cancer; Prostate cancer; Interquartile range; Cause of death; Hazard ratio; Incidence (geometry); Population; Cumulative incidence; Breast cancer; Cohort; Internal medicine; Surgery; Disease; Confidence interval; Environmental health","score_opus":0.05707579247400954,"score_gpt":0.3148577577744323,"score_spread":0.25778196530042274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3161692657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9659807,0.024972294,0.000104298975,0.006177298,0.001951051,0.00042286096,0.00014969945,0.00006997182,0.00017179802],"genre_scores_gemma":[0.9853414,0.010625402,0.00042756659,0.0011931624,0.0006902771,0.00029219006,0.00014582028,0.0000801061,0.0012040521],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99785984,0.00006300094,0.0006349292,0.00053809123,0.0003923824,0.0005117322],"domain_scores_gemma":[0.99615407,0.002596054,0.0001965665,0.0004499661,0.000368039,0.00023531982],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045558956,0.00025752033,0.00093443913,0.00019489789,0.000063883,0.00003707415,0.00005537726,0.0001960812,0.00030728895],"category_scores_gemma":[0.0008046217,0.0002489991,0.00049525563,0.00029682112,0.00005430278,0.000200163,0.000055843353,0.00018798705,0.0000038119156],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054280943,0.00023634688,0.72075576,0.0013616399,0.0009923795,0.00057725486,0.0007369298,0.000004293913,0.00240025,0.000045998095,0.13138147,0.14096488],"study_design_scores_gemma":[0.0037275853,0.00003611052,0.79979223,0.007911037,0.0007237222,0.00014415508,0.0006245316,0.00018710112,0.043515936,0.00006838215,0.1425829,0.0006863015],"about_ca_topic_score_codex":0.00073597475,"about_ca_topic_score_gemma":0.00017779051,"teacher_disagreement_score":0.14027858,"about_ca_system_score_codex":0.0001241216,"about_ca_system_score_gemma":0.00056668103,"threshold_uncertainty_score":0.99999624},"labels":[],"label_agreement":null},{"id":"W3162128408","doi":"10.7759/cureus.15033","title":"Association of Multimorbidity With Frailty in Older Adults for Elective Non-Cardiac Surgery","year":2021,"lang":"en","type":"article","venue":"Cureus","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Comorbidity; Depression (economics); Odds ratio; Dementia; Diabetes mellitus; Population; Cohort; Disease; Incidence (geometry); Multimorbidity; Retrospective cohort study; Stroke (engine); Internal medicine","score_opus":0.02049125084858394,"score_gpt":0.2855778954064401,"score_spread":0.26508664455785613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162128408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960439,0.00035681544,0.00048130605,0.00091022317,0.0003746721,0.00082445313,0.00010456662,0.000028657892,0.0008753981],"genre_scores_gemma":[0.9959648,0.00008676017,0.0018371191,0.00011994829,0.00017361727,0.00011707183,0.00019953608,0.000026631458,0.0014744961],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988266,0.00005814812,0.0002747241,0.00028695053,0.00028598373,0.00026754444],"domain_scores_gemma":[0.9981647,0.00071299495,0.00016555926,0.0002724989,0.00061471364,0.000069539026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031785798,0.00013037055,0.0005029516,0.000059619695,0.000023049937,0.000006448924,0.000042296768,0.00015715575,0.000088610905],"category_scores_gemma":[0.001540707,0.00011940073,0.00015085017,0.0003067796,0.000022797802,0.00009456863,0.000020119223,0.00017052215,0.000006702606],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047943697,0.0006514616,0.95264536,0.00037539896,0.00033194124,0.000033189735,0.0013867463,0.0000071850695,0.0026975248,0.000008850577,0.036542162,0.004840745],"study_design_scores_gemma":[0.0024362956,0.00013349802,0.9425273,0.00054699025,0.00011392023,0.000004907117,0.00029790518,0.00028834768,0.052085232,0.000026567894,0.0013943171,0.00014473766],"about_ca_topic_score_codex":0.0002289207,"about_ca_topic_score_gemma":0.0008062883,"teacher_disagreement_score":0.04938771,"about_ca_system_score_codex":0.00033057304,"about_ca_system_score_gemma":0.00030878786,"threshold_uncertainty_score":0.48690203},"labels":[],"label_agreement":null},{"id":"W3162215058","doi":"10.2147/copd.s295885","title":"Physical Frailty in COPD Patients with Chronic Respiratory Failure","year":2021,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; Agence Régionale de Santé Hauts-de-France; Université de Lille; Université Laval","keywords":"Medicine; COPD; Physical therapy; Depression (economics); Anxiety; Pulmonary rehabilitation; Quality of life (healthcare); Rehabilitation; Gait; Physical medicine and rehabilitation; Internal medicine; Psychiatry","score_opus":0.014003238259889982,"score_gpt":0.29541992393103084,"score_spread":0.28141668567114086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162215058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932373,0.00028328202,0.0001881561,0.004696052,0.0005168987,0.00009108654,0.000014476738,0.000008427696,0.00096433196],"genre_scores_gemma":[0.99677444,0.000009858561,0.00072586664,0.0011907653,0.00085147243,0.0000023532898,0.00001804363,0.00001813383,0.00040909185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983241,0.000047902242,0.00037163438,0.0001370302,0.00097250455,0.0001468508],"domain_scores_gemma":[0.998066,0.00008981634,0.00022879233,0.00014352507,0.0013598162,0.00011206285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000089842804,0.000115764866,0.00026439744,0.00016209102,0.000013930871,0.000029746128,0.00019987757,0.00005493462,0.0003125559],"category_scores_gemma":[0.00023734028,0.00009176578,0.000102640246,0.0001523574,0.00005994283,0.00021649268,0.00004698309,0.00043351465,0.000035877543],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022927527,0.003661405,0.8347436,0.000117279385,0.0012697636,0.007041814,0.0015934757,0.0010897999,0.010360816,0.0007600553,0.081069626,0.055999573],"study_design_scores_gemma":[0.018981399,0.0013602464,0.72974414,0.001635794,0.000083824074,0.00052351254,0.00009930641,0.00021695544,0.010286788,0.0002586681,0.23656926,0.00024011811],"about_ca_topic_score_codex":0.000006799562,"about_ca_topic_score_gemma":0.00018287785,"teacher_disagreement_score":0.15549964,"about_ca_system_score_codex":0.00044461802,"about_ca_system_score_gemma":0.0006591923,"threshold_uncertainty_score":0.37421},"labels":[],"label_agreement":null},{"id":"W3162248070","doi":"10.1161/circ.142.suppl_3.13123","title":"Abstract 13123: Early Mobilization of Older Adults in the Cardiac Intensive Care Unit","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Intensive care unit; Intervention (counseling); Adverse effect; Emergency medicine; Pediatrics; Physical therapy; Internal medicine; Nursing","score_opus":0.02881832424892255,"score_gpt":0.2774322445776263,"score_spread":0.24861392032870372,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162248070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99673516,0.00031074818,0.00015912067,0.0011405618,0.000088725166,0.0007853157,0.000011557676,0.000027828479,0.0007409716],"genre_scores_gemma":[0.9990194,0.000009999709,0.00002649634,0.00060026237,0.00010209383,0.000017988454,0.00020603588,0.000014212494,0.0000035196474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917334,0.000044119213,0.0002467104,0.00017470212,0.0002596001,0.00010152844],"domain_scores_gemma":[0.99894464,0.00006806894,0.000090921894,0.00020649534,0.00064656715,0.00004333274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000718935,0.00008770456,0.00017304938,0.000058179532,0.000020590787,0.00000859731,0.00006512153,0.00008122695,0.000032937],"category_scores_gemma":[0.00039393443,0.00007183428,0.00006675208,0.0003351275,0.000034159388,0.00009845305,0.000011314239,0.00014630958,0.00002407219],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000085392305,0.0000273438,0.9093993,0.000369327,0.000020523803,0.000008976617,0.07812154,0.0007170831,0.003009557,0.00006916333,0.00015564398,0.008016186],"study_design_scores_gemma":[0.00092822826,0.000053132273,0.97946215,0.00026491037,0.00003804734,0.0000019787933,0.017354982,0.00092199026,0.0008150631,0.000012924366,0.000082531486,0.00006405774],"about_ca_topic_score_codex":0.0001873473,"about_ca_topic_score_gemma":0.00002091557,"teacher_disagreement_score":0.07006289,"about_ca_system_score_codex":0.000037228376,"about_ca_system_score_gemma":0.00004133954,"threshold_uncertainty_score":0.29293168},"labels":[],"label_agreement":null},{"id":"W3162381576","doi":"10.1161/circ.142.suppl_3.13410","title":"Abstract 13410: Patient and Family Perspectives of Early Mobilization in Acute Cardiovascular Care","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Mobilization; Medicine; Family member; Family medicine; Community mobilization","score_opus":0.01799616290426221,"score_gpt":0.245839761776076,"score_spread":0.2278435988718138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162381576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949924,0.003470819,0.00055492553,0.00011363329,0.000027419113,0.00043400936,0.0000067619044,0.0000255142,0.0003745585],"genre_scores_gemma":[0.9996363,0.00008057718,0.00014983384,0.000043140633,0.000030601517,0.000009011501,0.00003783265,0.000012043463,6.585806e-7],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993027,0.00001958999,0.00017833334,0.00020450473,0.0002193166,0.00007557696],"domain_scores_gemma":[0.99961424,0.000012069351,0.00003993082,0.00013884,0.00014220455,0.000052728465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000034294448,0.000074213305,0.00018990762,0.00006113338,0.00001500628,0.0000064881933,0.000020750498,0.000059940758,0.0000072817625],"category_scores_gemma":[0.00006150527,0.000076910634,0.000074032185,0.0001731466,0.000031013078,0.00010206288,0.000012152056,0.00007445451,0.0000033021988],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000116011135,0.00006378687,0.8009453,0.0003974696,0.00025330632,0.000034493565,0.102416344,0.011087914,0.044118002,0.00006232511,0.0000131176375,0.040491927],"study_design_scores_gemma":[0.0008463009,0.00009017025,0.9878331,0.00007880063,0.00008947036,0.000004422259,0.008640889,0.0013964928,0.00090701104,0.0000122278725,0.000035069286,0.00006603987],"about_ca_topic_score_codex":0.000103928105,"about_ca_topic_score_gemma":0.000003973554,"teacher_disagreement_score":0.1868878,"about_ca_system_score_codex":0.00006786262,"about_ca_system_score_gemma":0.000029975361,"threshold_uncertainty_score":0.31363246},"labels":[],"label_agreement":null},{"id":"W3162664155","doi":"10.1136/bmjopen-2020-042911","title":"Transforming primary care for older Canadians living with frailty: mixed methods study protocol for a complex primary care intervention","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; McMaster University; Research Institute for Aging; Conestoga College; University of British Columbia; University of Toronto; Dalhousie University; Impact; University of Calgary; Alberta Health Services; Université Laval; Lawson Health Research Institute; Wilfrid Laurier University; University of Waterloo","funders":"Canadian Frailty Network; Government of Canada","keywords":"Medicine; Psychological intervention; Health care; Intervention (counseling); Advance care planning; Protocol (science); Nursing; Needs assessment; Family medicine; Gerontology; Palliative care; Alternative medicine","score_opus":0.11677210899177844,"score_gpt":0.4732517226662152,"score_spread":0.35647961367443676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162664155","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004256579,0.000053091644,0.06518584,0.00073748827,0.00015536587,0.92121595,0.00025567936,0.00008863107,0.008051393],"genre_scores_gemma":[0.009599307,1.7137965e-7,0.17840531,0.00074412377,0.00015792521,0.8077762,0.00084132934,0.000116089424,0.0023595027],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9975293,0.00029783658,0.00062938157,0.00068815483,0.00035371093,0.0005015712],"domain_scores_gemma":[0.99769914,0.00036208853,0.00018871919,0.00070235576,0.00081681996,0.00023087264],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00083870464,0.00032755508,0.0008385895,0.0001148295,0.00028482886,0.00017293733,0.00038246677,0.00012112585,0.00013619984],"category_scores_gemma":[0.00022689429,0.00028717372,0.00024323979,0.00024662635,0.000043433203,0.0003033092,0.0002172533,0.00020054217,0.0000020730147],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028486298,0.0013818777,0.0109531265,0.044880345,0.0009093236,0.00018249439,0.07711729,0.000021292339,0.0026482788,0.000036746675,0.0064588143,0.8525618],"study_design_scores_gemma":[0.0876322,0.012219933,0.31534427,0.033519246,0.0018296721,0.00045457933,0.3474121,0.00048649052,0.007894074,0.000049480204,0.19112267,0.0020352711],"about_ca_topic_score_codex":0.0031832743,"about_ca_topic_score_gemma":0.062024612,"teacher_disagreement_score":0.8505265,"about_ca_system_score_codex":0.00083854614,"about_ca_system_score_gemma":0.0017615254,"threshold_uncertainty_score":0.99995804},"labels":[],"label_agreement":null},{"id":"W3162753783","doi":"10.1097/md.0000000000025940","title":"Exercise interventions for older people at risk for frailty","year":2021,"lang":"en","type":"article","venue":"Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychological intervention; Gerontology; MEDLINE; Physical therapy; Nursing","score_opus":0.04995103985715491,"score_gpt":0.35579945508274674,"score_spread":0.3058484152255918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162753783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5331708,0.03493917,0.22559254,0.17888771,0.006962757,0.011319381,0.0011784291,0.0007457699,0.0072034416],"genre_scores_gemma":[0.7838868,0.0016234238,0.021128476,0.0026764274,0.002376222,0.0018751405,0.0026359844,0.00017230773,0.1836252],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984377,0.00002612532,0.00047601297,0.0004292798,0.000270225,0.00036062807],"domain_scores_gemma":[0.99814546,0.00045780133,0.00013458359,0.0005685639,0.00045654824,0.0002370548],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003553278,0.00019500438,0.00062457373,0.00011262428,0.00017173853,0.0000071158915,0.00010184717,0.000116335796,0.0023331163],"category_scores_gemma":[0.002250778,0.00015776796,0.00038347903,0.00025922904,0.00009409626,0.0000487859,0.00007293961,0.00015663917,0.000058914564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066663144,0.00067267695,0.014846344,0.0045415624,0.00032305802,0.000046089604,0.0043946705,0.000006726616,0.0040406766,0.00030983874,0.86137193,0.10877978],"study_design_scores_gemma":[0.04817326,0.0027462568,0.24056357,0.015991515,0.0045063333,0.00034271873,0.0029340074,0.0023166605,0.02617567,0.0027056215,0.65282977,0.0007146387],"about_ca_topic_score_codex":0.00008492903,"about_ca_topic_score_gemma":0.00073284743,"teacher_disagreement_score":0.250716,"about_ca_system_score_codex":0.00013610946,"about_ca_system_score_gemma":0.00007803585,"threshold_uncertainty_score":0.9985789},"labels":[],"label_agreement":null},{"id":"W3162776247","doi":"10.1111/ans.16941","title":"The impact of frailty on clinical outcomes in colorectal cancer surgery: a systematic literature review","year":2021,"lang":"en","type":"review","venue":"ANZ Journal of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bombardier (Canada)","funders":"","keywords":"Medicine; Colorectal cancer; MEDLINE; Systematic review; Colorectal surgery; Cancer; Meta-analysis; Intensive care medicine; Gerontology; Internal medicine; Abdominal surgery","score_opus":0.16786284712569013,"score_gpt":0.4694239381784114,"score_spread":0.3015610910527212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162776247","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015511311,0.9948673,2.6768106e-7,0.0006456593,0.0017300373,0.0010788372,0.00008318071,0.0000070676942,0.000036506943],"genre_scores_gemma":[0.00033099588,0.99854547,0.000008242286,0.00025272145,0.00047870865,0.0000623272,0.00004051358,0.00007023282,0.00021077986],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98940843,0.0024505,0.0064235055,0.00030851344,0.00096336246,0.0004456864],"domain_scores_gemma":[0.9635419,0.029379303,0.0052993763,0.0006303317,0.0008618002,0.00028726747],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008924769,0.0006165225,0.0138569055,0.00060703146,0.000042995438,0.00005557107,0.00031865697,0.00051261846,0.00009647707],"category_scores_gemma":[0.019323492,0.00028466564,0.009366972,0.0013251902,0.00013127243,0.00012063774,0.00005928993,0.0022420872,0.000009653477],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009165009,0.0004334064,0.031992115,0.6275357,0.004006421,0.0029087884,0.000039136852,3.5569488e-7,1.050545e-7,0.0000022418578,0.087850384,0.24513969],"study_design_scores_gemma":[0.00020707004,0.00014623017,0.0062921415,0.9414925,0.0022148755,0.0025772941,0.000009574222,3.6027976e-7,3.1152305e-7,0.000002301153,0.046839472,0.00021784604],"about_ca_topic_score_codex":0.000032747874,"about_ca_topic_score_gemma":0.000015957297,"teacher_disagreement_score":0.31395683,"about_ca_system_score_codex":0.0004517244,"about_ca_system_score_gemma":0.0044132206,"threshold_uncertainty_score":0.99996054},"labels":[],"label_agreement":null},{"id":"W3162959934","doi":"10.1161/circ.142.suppl_3.15964","title":"Abstract 15964: Improving the Care of Frail or Vulnerable Patients Undergoing Cardiac Surgery","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint John Regional Hospital","funders":"","keywords":"Medicine; Cardiac surgery; Hospital discharge; Emergency medicine; Internal medicine","score_opus":0.03212432971954655,"score_gpt":0.2547100776453636,"score_spread":0.22258574792581703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162959934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969218,0.0003137448,0.00021268018,0.0007651286,0.00029487663,0.0004093674,0.000016717206,0.000053633128,0.001012102],"genre_scores_gemma":[0.99922,0.000012565224,0.00008010361,0.0002846875,0.00021429214,0.00000921087,0.00013508886,0.00002256551,0.000021491764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99901,0.000048521164,0.00029266527,0.00018943333,0.00030877907,0.00015057385],"domain_scores_gemma":[0.998868,0.0004800263,0.00015298308,0.00022551428,0.0001988725,0.000074604104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001453664,0.000100399746,0.00023870463,0.000038400885,0.00009977303,0.000015750058,0.000053037384,0.00007218772,0.000090545414],"category_scores_gemma":[0.0012335301,0.00007251817,0.000123211,0.00019899766,0.000029751884,0.00012268915,0.000022975104,0.00017423193,0.000022784772],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008704472,0.000033842254,0.9280589,0.0009194428,0.000067774265,0.000004814578,0.0040165996,0.00064787053,0.0064110635,0.0000115733255,0.0017852337,0.057955835],"study_design_scores_gemma":[0.0004780225,0.000043540862,0.99368757,0.0001650996,0.00007910713,9.211703e-7,0.00096244604,0.0007261694,0.003188675,0.000009416939,0.0005598656,0.00009915591],"about_ca_topic_score_codex":0.00008670734,"about_ca_topic_score_gemma":0.000012974067,"teacher_disagreement_score":0.06562868,"about_ca_system_score_codex":0.00008868355,"about_ca_system_score_gemma":0.00018874776,"threshold_uncertainty_score":0.2957205},"labels":[],"label_agreement":null},{"id":"W3162986690","doi":"10.3390/healthcare9050593","title":"The Reciprocal Relationship between Frailty and Depressive Symptoms among Older Adults in Rural China: A Cross-Lag Analysis","year":2021,"lang":"en","type":"article","venue":"Healthcare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Social Science Fund Youth Project; York University","keywords":"Depressive symptoms; Depression (economics); Psychological intervention; Medicine; China; Longitudinal study; Gerontology; Psychology; Psychiatry; Cognition","score_opus":0.024999079338992355,"score_gpt":0.3427960803038347,"score_spread":0.3177970009648423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162986690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985112,0.0034413217,0.00005734754,0.010416354,0.00010486831,0.0005640319,0.000051518055,0.00006496667,0.00018755972],"genre_scores_gemma":[0.99806273,0.00010775606,0.00009333896,0.00029468717,0.0001905755,0.00009125756,0.0002515667,0.000028837401,0.00087927055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776727,0.00027050602,0.0005714322,0.00048119988,0.0004132758,0.0004963325],"domain_scores_gemma":[0.99784935,0.00076521677,0.00015097286,0.00062194647,0.00028376747,0.00032873245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029275776,0.00021054673,0.00048093995,0.00016908493,0.00038669392,0.000081692146,0.00011667258,0.00028856134,0.00002987493],"category_scores_gemma":[0.0012907011,0.00016274005,0.00014210334,0.0012011331,0.00022011781,0.00015052091,0.00010737494,0.00081251777,0.000009718515],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006622522,0.000030952593,0.98231715,0.00018898082,0.00013798778,0.00008779741,0.002459332,0.000007803062,0.0000012768382,0.000095694064,0.00008421473,0.014522615],"study_design_scores_gemma":[0.0019153456,0.000076310935,0.995303,0.00066523557,0.00020519113,0.00003061232,0.00084990304,0.00043828855,0.000054302156,0.00024126733,0.00006670214,0.00015385829],"about_ca_topic_score_codex":0.0022821827,"about_ca_topic_score_gemma":0.010785941,"teacher_disagreement_score":0.014368757,"about_ca_system_score_codex":0.00017995255,"about_ca_system_score_gemma":0.00021806007,"threshold_uncertainty_score":0.66363466},"labels":[],"label_agreement":null},{"id":"W3162997584","doi":"10.1213/ane.0000000000005595","title":"A Systematic Review and Meta-Analysis of Preoperative Frailty Instruments Derived From Electronic Health Data","year":2021,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Queen's University; University of Ottawa","funders":"","keywords":"Medicine; Odds ratio; Confidence interval; MEDLINE; Meta-analysis; Odds; Perioperative; Random effects model; Electronic data; Emergency medicine; Internal medicine; Database; Surgery; Logistic regression","score_opus":0.12036178672862806,"score_gpt":0.3843993914872528,"score_spread":0.2640376047586247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162997584","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000022809354,0.9927784,0.00003538558,0.001983193,0.000007799889,0.004791534,0.00032301535,0.00004134939,0.00001647485],"genre_scores_gemma":[0.000083681785,0.98643893,0.0005905522,0.0028533896,0.000020846555,0.00041807257,0.008967632,0.00009198261,0.000534936],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.992289,0.0020431266,0.002789529,0.0014877478,0.00080162205,0.0005889695],"domain_scores_gemma":[0.99276024,0.00048964634,0.002165491,0.003994631,0.00025977704,0.0003301968],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0012633224,0.0009628171,0.023826709,0.00047180566,0.00009052379,0.000055940833,0.000914355,0.00031798825,0.0006906798],"category_scores_gemma":[0.0004036036,0.00065594906,0.0025122946,0.0020896206,0.00012825374,0.00017838913,0.00023639864,0.00066824094,0.000026287566],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002659467,0.000118023396,0.000010340063,0.6104352,0.3852003,0.00009685471,0.00009839587,7.733008e-8,6.428165e-8,0.000051053485,0.00066227495,0.0033247496],"study_design_scores_gemma":[0.00017405466,0.00014964193,0.000055607285,0.115734674,0.86033255,0.00039957542,0.00003727147,0.000021396063,4.6442574e-7,0.0000039218257,0.022715267,0.00037558307],"about_ca_topic_score_codex":0.00075729657,"about_ca_topic_score_gemma":0.00030723267,"teacher_disagreement_score":0.49470055,"about_ca_system_score_codex":0.00026096206,"about_ca_system_score_gemma":0.0017769107,"threshold_uncertainty_score":0.9995892},"labels":[],"label_agreement":null},{"id":"W3163096280","doi":"10.1093/eurjpc/zwab061.037","title":"Impact of a cardiovascular rehabilitation program on frailty indicators in elderly patients with heart disease","year":2021,"lang":"en","type":"article","venue":"European Journal of Preventive Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dyslipidemia; Heart failure; Rehabilitation; Physical therapy; Logistic regression; Population; Diabetes mellitus; Coronary artery disease; Retrospective cohort study; Internal medicine; Disease; Emergency medicine; Gerontology; Environmental health","score_opus":0.01127118360949108,"score_gpt":0.28450833928883307,"score_spread":0.273237155679342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163096280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99726415,0.000840156,0.00022426684,0.00018162486,0.00012258401,0.00050477736,0.000023053171,0.000009662782,0.00082970294],"genre_scores_gemma":[0.99816406,0.00003077808,0.0015564745,0.000035402045,0.000115833616,0.0000057559573,0.000025055682,0.000032136253,0.000034533383],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964138,0.0021272344,0.00057246577,0.00025051672,0.00041861337,0.00021733718],"domain_scores_gemma":[0.99826807,0.0001687249,0.000297781,0.00039730506,0.0006505607,0.0002175789],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091270485,0.0001693522,0.0007812107,0.00041729337,0.000019081912,0.0000064413307,0.00010327819,0.00003587692,0.00002260697],"category_scores_gemma":[0.0014561578,0.0001233616,0.0008800984,0.00047916808,0.00016814428,0.000086177126,0.00003968872,0.00039396033,0.000007164577],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015745113,0.0009776747,0.9514481,0.00008596061,0.0016576243,0.0012273166,0.00033389413,0.0014108442,0.00006365534,0.0000046808295,0.00066133036,0.040554427],"study_design_scores_gemma":[0.00508619,0.011898743,0.97955036,0.0006134752,0.00037926427,0.00009535525,0.000069584275,0.0000015420662,0.000029947936,0.000023783661,0.0021517891,0.00009993575],"about_ca_topic_score_codex":0.000002652861,"about_ca_topic_score_gemma":4.6221047e-7,"teacher_disagreement_score":0.040454492,"about_ca_system_score_codex":0.0001441293,"about_ca_system_score_gemma":0.00030715286,"threshold_uncertainty_score":0.5030541},"labels":[],"label_agreement":null},{"id":"W3163202373","doi":"10.1016/j.jgo.2021.05.001","title":"Radiation therapists' knowledge and attitudes regarding specialized clinics for geriatric assessment of older women with early stage breast cancer: A cross sectional study","year":2021,"lang":"en","type":"letter","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Geriatric oncology; Breast cancer; Family medicine; Thematic analysis; Population; Geriatrics; Descriptive statistics; Likert scale; Cross-sectional study; Cancer; Qualitative research; Internal medicine; Psychiatry; Pathology; Psychology","score_opus":0.026883961697517684,"score_gpt":0.39217478030075587,"score_spread":0.3652908186032382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163202373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9677388,0.0030117552,0.00051229063,0.022234417,0.0037300861,0.0022078315,0.00031733004,0.000020029469,0.00022745809],"genre_scores_gemma":[0.8818313,0.008504678,0.010779951,0.01905222,0.06742919,0.0007223991,0.00018389132,0.00042850108,0.011067899],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99580276,0.00056105346,0.0018499659,0.0005255305,0.00076211384,0.0004986032],"domain_scores_gemma":[0.99333864,0.0011862377,0.0030412572,0.00032625097,0.0019274427,0.00018015933],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019445808,0.0004300462,0.002086965,0.00077643344,0.00013410597,0.00009741709,0.00024071024,0.00083065487,0.00038912988],"category_scores_gemma":[0.00014534738,0.0003402113,0.00030821207,0.0005483255,0.00014416815,0.00019335412,0.00008353678,0.001762527,7.193911e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047134496,0.0020076986,0.90773076,0.002023519,0.0042904434,0.00096325617,0.0026891066,0.000046245073,0.000094406605,0.000003979635,0.064217135,0.01121998],"study_design_scores_gemma":[0.021756953,0.0082427645,0.8738495,0.00019785768,0.00087506534,0.0012864036,0.0002510375,0.000019762214,0.0000037578677,0.0000105087765,0.09322577,0.0002806086],"about_ca_topic_score_codex":0.00008019195,"about_ca_topic_score_gemma":0.00006061761,"teacher_disagreement_score":0.085907534,"about_ca_system_score_codex":0.002394117,"about_ca_system_score_gemma":0.004667109,"threshold_uncertainty_score":0.999905},"labels":[],"label_agreement":null},{"id":"W3163322595","doi":"10.14283/jfa.2021.3","title":"Impact of Social Frailty on Relocation of Older Adults","year":2021,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Allison University; Dalhousie University; Université de Moncton","funders":"","keywords":"Relocation; Gerontology; Socialization; Medicine; Social isolation; Descriptive statistics; Older people; Scale (ratio); Independent living; Population; Independence (probability theory); Psychology; Social psychology; Environmental health; Geography","score_opus":0.027628011328168438,"score_gpt":0.3367636089879812,"score_spread":0.30913559765981274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163322595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99298435,0.00062207005,0.00054457725,0.0038864,0.00022898077,0.00015285793,0.000014032218,0.000011055467,0.0015556789],"genre_scores_gemma":[0.9982341,0.000109618464,0.0004636607,0.0002110266,0.00041864635,7.977658e-7,0.0000071805766,0.000028422795,0.00052652805],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99784076,0.00019315467,0.0008426107,0.00012672873,0.0007546394,0.00024208752],"domain_scores_gemma":[0.9972507,0.00033065083,0.0009363933,0.00037188834,0.0010034515,0.00010696909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071842805,0.00018018238,0.00057014066,0.00016653285,0.0000804156,0.00000959222,0.00023271807,0.00010539023,0.00038807507],"category_scores_gemma":[0.0006047689,0.00011990934,0.00042092387,0.0004022773,0.00013414562,0.00014521902,0.000054283744,0.00059126806,0.000008053197],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008418175,0.004019367,0.08288962,0.0016703908,0.00394862,0.00044659938,0.11758423,0.0019729102,0.39159012,0.0005738883,0.06198632,0.32489976],"study_design_scores_gemma":[0.004950295,0.0010165554,0.9274389,0.0024833875,0.00040764763,0.00062197517,0.0016572787,0.00022512325,0.060539156,0.00020735587,0.00030032167,0.00015197511],"about_ca_topic_score_codex":0.0001402866,"about_ca_topic_score_gemma":0.000016763654,"teacher_disagreement_score":0.8445493,"about_ca_system_score_codex":0.00017448855,"about_ca_system_score_gemma":0.00046474475,"threshold_uncertainty_score":0.4889761},"labels":[],"label_agreement":null},{"id":"W3164312453","doi":"10.14336/ad.2020.1114","title":"Information and Communication Technologies for Managing Frailty: A Systematic Literature Review","year":2021,"lang":"en","type":"review","venue":"Aging and Disease","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Glenrose Rehabilitation Hospital; University of Alberta; University of Waterloo","funders":"","keywords":"Medicine; Systematic review; MEDLINE; Data science; Gerontology; Computer science","score_opus":0.030791049025297647,"score_gpt":0.3377196957279134,"score_spread":0.3069286467026157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164312453","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.4079667e-7,0.993467,0.0001350374,0.0035040383,0.000032256994,0.0025404117,0.000071444236,0.00017324582,0.00007614312],"genre_scores_gemma":[0.000010736863,0.99613184,0.0007039571,0.0007807745,0.000016752336,0.0007842178,0.0014078252,0.000018170273,0.00014572835],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99899304,0.00008436924,0.00049350254,0.00016866623,0.00012560365,0.00013481439],"domain_scores_gemma":[0.9985588,0.00023819998,0.00027413608,0.00067436666,0.00012446666,0.00013003951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026172,0.00024135536,0.0012023599,0.00016919004,0.000102995094,0.00014657067,0.000103945116,0.00011463962,0.0000013090612],"category_scores_gemma":[0.001914439,0.0001783917,0.00014352342,0.00025024283,0.00005008588,0.00022855903,0.0001354031,0.00023343896,0.000003090597],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010939106,0.0000056484128,0.0000021336762,0.6293086,0.000052142383,0.000006602542,0.00005928583,7.585467e-9,3.1638143e-9,0.00027563443,0.0016950043,0.3685939],"study_design_scores_gemma":[0.00014936824,0.000008266749,0.0000013658872,0.6563636,0.002531069,0.00009051774,0.000099717676,0.000025077386,1.6693015e-8,0.0001495486,0.3404671,0.00011438936],"about_ca_topic_score_codex":0.0000016349339,"about_ca_topic_score_gemma":3.1755792e-7,"teacher_disagreement_score":0.3684795,"about_ca_system_score_codex":0.000038041875,"about_ca_system_score_gemma":0.00011952509,"threshold_uncertainty_score":0.7274602},"labels":[],"label_agreement":null},{"id":"W3164396568","doi":"10.5770/cgj.24.484","title":"Factors Associated with a Label of Failure to Cope in Older Medical Inpatients: a Case-Control Study*","year":2021,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Blame; Pediatrics; Psychiatry","score_opus":0.021377165167918308,"score_gpt":0.26514345344226387,"score_spread":0.24376628827434554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164396568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941507,0.00017168708,0.0000819197,0.0044206646,0.0002850186,0.00057277264,0.00016870303,0.000009895045,0.00013864659],"genre_scores_gemma":[0.9983177,0.0000051178667,0.00014890933,0.0011435081,0.00012042013,0.000009621383,0.000015567417,0.000035964615,0.00020320075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975343,0.00021946889,0.00059920707,0.000254841,0.000830851,0.00056136993],"domain_scores_gemma":[0.99664,0.00021854164,0.00018088077,0.000248116,0.0008005644,0.0019118957],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006003113,0.00020784921,0.0005734891,0.0007204795,0.000097988406,0.000049106806,0.00015940687,0.00020757178,0.0009946014],"category_scores_gemma":[0.0043978454,0.00016957,0.000067374574,0.0015065541,0.000036963836,0.00009257278,0.000024836529,0.0007992345,0.000004872393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070711314,0.0007197841,0.9225905,0.00002960882,0.00039959475,0.058847617,0.005888198,0.000037180616,0.000026234256,0.000005163445,0.008760095,0.0026253343],"study_design_scores_gemma":[0.024188472,0.001485288,0.95704913,0.00068250607,0.0003895523,0.0058763474,0.008679832,0.0001661814,0.00005179879,0.000010596011,0.001027621,0.0003926748],"about_ca_topic_score_codex":0.008924067,"about_ca_topic_score_gemma":0.6817186,"teacher_disagreement_score":0.6727945,"about_ca_system_score_codex":0.0009760118,"about_ca_system_score_gemma":0.004985046,"threshold_uncertainty_score":0.99991864},"labels":[],"label_agreement":null},{"id":"W3164511604","doi":"10.1111/jgs.17297","title":"Quality improvement outcomes from the introduction of a geriatrician into a rehabilitation setting","year":2021,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sinai Health System; University Health Network; University of Toronto","funders":"Mount Sinai Health System","keywords":"Medicine; Rehabilitation; Geriatric rehabilitation; Cohort; Physical therapy; Dialysis; Functional Independence Measure; Cohort study; Internal medicine","score_opus":0.010690045267932881,"score_gpt":0.300305887617401,"score_spread":0.28961584234946813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164511604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8777683,0.00038162226,0.0009896095,0.11981266,0.00080153806,0.00020362978,0.000016256956,0.000009677564,0.000016741431],"genre_scores_gemma":[0.94629407,0.00025326712,0.04905435,0.0025675963,0.0017040042,0.0000042501665,0.0000066262714,0.000021602516,0.00009423565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973843,0.0003750368,0.0010499753,0.00020049687,0.0008055271,0.0001846646],"domain_scores_gemma":[0.99473304,0.0011811148,0.0024417895,0.0006338563,0.0009355039,0.00007468967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016967298,0.00015077692,0.0005990981,0.000032676417,0.00014502567,0.000029178836,0.000273965,0.000051359373,0.000030064606],"category_scores_gemma":[0.004180011,0.00008631923,0.0009791091,0.0009745382,0.0002638626,0.000107943626,0.00015882457,0.00048296092,0.0000011947884],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000438477,0.0007882195,0.545564,0.00026721263,0.0015899475,0.0000062576582,0.028286181,0.00026769508,0.19953059,0.000083435174,0.10097956,0.12219843],"study_design_scores_gemma":[0.0018104179,0.0006442058,0.9568092,0.000049619764,0.0005541303,0.000039080565,0.027443992,0.00009306861,0.005100682,0.001351181,0.0059482874,0.00015613767],"about_ca_topic_score_codex":0.00065605826,"about_ca_topic_score_gemma":0.000025948133,"teacher_disagreement_score":0.4112452,"about_ca_system_score_codex":0.00042513607,"about_ca_system_score_gemma":0.0004575772,"threshold_uncertainty_score":0.5004165},"labels":[],"label_agreement":null},{"id":"W3164577379","doi":"10.2337/dc20-2664","title":"The Impact of Frailty on the Effectiveness and Safety of Intensive Glucose Control and Blood Pressure–Lowering Therapy for People With Type 2 Diabetes: Results From the ADVANCE Trial","year":2021,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"National Institute for Health and Care Research","keywords":"Medicine; Hypoglycemia; Discontinuation; Hazard ratio; Diabetes mellitus; Type 2 diabetes; Blood pressure; Internal medicine; Population; Adverse effect; Randomized controlled trial; Confidence interval; Endocrinology","score_opus":0.009595847159834674,"score_gpt":0.2639426666374399,"score_spread":0.25434681947760523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164577379","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9778714,0.017850313,0.000005601054,0.00063137297,0.00014047627,0.0021934977,0.0012482286,0.000012588695,0.00004651644],"genre_scores_gemma":[0.9988853,0.0005235608,0.000022091568,0.00023149968,0.000110010464,0.00012122885,0.00006978509,0.000026932823,0.000009619513],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987643,0.0002513857,0.00025482525,0.000293333,0.00019991028,0.00023624077],"domain_scores_gemma":[0.98676395,0.011328537,0.0001827857,0.0005742835,0.0010987585,0.000051709096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003856905,0.00019928595,0.0005205076,0.000014778074,0.00014061535,0.000025357673,0.00012876812,0.000070825896,0.0000035267515],"category_scores_gemma":[0.004563143,0.00008494614,0.00011841485,0.00014861519,0.00022466575,0.00004422387,0.00004394459,0.00018614945,2.3972328e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.26658458,0.00040280572,0.5458268,0.00067981984,0.008715618,0.0000072096973,0.016233612,0.00041236618,0.10987032,0.00007329696,0.0006609743,0.050532565],"study_design_scores_gemma":[0.08681016,0.0064716917,0.7292288,0.0012797863,0.0007514102,0.00000104654,0.0029500283,0.00028567013,0.17143364,0.00011440896,0.00050010916,0.00017324157],"about_ca_topic_score_codex":0.00006610041,"about_ca_topic_score_gemma":0.00007459547,"teacher_disagreement_score":0.183402,"about_ca_system_score_codex":0.000015533355,"about_ca_system_score_gemma":0.00010621019,"threshold_uncertainty_score":0.54628384},"labels":[],"label_agreement":null},{"id":"W3164698627","doi":"10.5770/cgj.24.401","title":"Understanding Frailty Screening: a Domain Mapping Exercise","year":2021,"lang":"en","type":"review","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Biopsychosocial model; Medicine; PsycINFO; CINAHL; Psychosocial; MEDLINE; Gerontology; Social isolation; Systematic review; Mental health; Psychological intervention; Psychiatry","score_opus":0.20598563857783336,"score_gpt":0.3335849746522052,"score_spread":0.12759933607437185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164698627","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000013098613,0.9837483,0.008433057,0.00094216265,0.0018449166,0.000793137,0.00013402791,0.00004461686,0.004058459],"genre_scores_gemma":[0.000005203092,0.9846728,0.00969979,0.00027984055,0.002283147,0.000021331862,0.00023794839,0.00020080805,0.0025991418],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99576026,0.00022735444,0.0013290064,0.00062236347,0.00074850954,0.001312511],"domain_scores_gemma":[0.9948246,0.00019474211,0.0007171552,0.00071072456,0.0002870915,0.0032656768],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009900788,0.000732179,0.0028813235,0.0025281287,0.0006212064,0.0005010906,0.00049763784,0.0009121628,0.0010594771],"category_scores_gemma":[0.00054034515,0.00070000114,0.0013503551,0.0020005715,0.00008951126,0.00015612374,0.000088022214,0.002839335,0.00010306592],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000051244037,0.000023608038,0.0000254473,0.0071717263,0.0006028774,0.012318859,0.0003424231,0.0000018552486,1.3789546e-7,0.00025244508,0.12693876,0.85231674],"study_design_scores_gemma":[0.0007128263,0.000033022807,0.0000056340527,0.043904405,0.0014882067,0.014863956,0.00056700653,0.0000049968494,6.4934916e-8,0.00021180064,0.9376073,0.0006007881],"about_ca_topic_score_codex":0.0016328336,"about_ca_topic_score_gemma":0.00505185,"teacher_disagreement_score":0.8517159,"about_ca_system_score_codex":0.0057572946,"about_ca_system_score_gemma":0.012089075,"threshold_uncertainty_score":0.9998537},"labels":[],"label_agreement":null},{"id":"W3164985898","doi":"10.1002/ehf2.13358","title":"Derivation of an Electronic Frailty Index for Predicting Short-Term Mortality in Heart Failure: A Machine Learning Approach","year":2021,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Frailty in Older Adults","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Arts Foundation; University of Toronto","funders":"","keywords":"Medicine; Logistic regression; Heart failure; Frailty Index; Decision tree; Gradient boosting; Boosting (machine learning); Internal medicine; Machine learning; Random forest; Computer science","score_opus":0.025082015408179212,"score_gpt":0.30027434068155584,"score_spread":0.2751923252733766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164985898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894385,0.00023418148,0.0037750637,0.0051529123,0.00006728369,0.0010761167,0.000030605843,0.00014860155,0.00007673147],"genre_scores_gemma":[0.9770025,0.0000063474317,0.02125168,0.0002553727,0.00024932876,0.00014161757,0.00086024264,0.00006843746,0.0001644799],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99718004,0.00022437687,0.00068301015,0.00068564643,0.0005277181,0.0006991761],"domain_scores_gemma":[0.99869746,0.00013025025,0.00010814962,0.00059831975,0.00026361475,0.00020222648],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000774129,0.00029852154,0.0006960309,0.00018570386,0.00012495041,0.00003900505,0.00012622184,0.00032033728,0.00010324608],"category_scores_gemma":[0.000700985,0.0003124876,0.00019153052,0.0006246671,0.000078340985,0.00031842096,0.00007965514,0.0010416599,0.0000036554504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000117225194,0.000484398,0.9400875,0.00057169853,0.0001011272,0.0000116721585,0.00080801034,0.0007509723,0.05523619,0.0000978793,0.00086726085,0.00086603966],"study_design_scores_gemma":[0.0051962472,0.0011794126,0.8343235,0.0005902443,0.00017497674,0.00044616227,0.0013271868,0.084128805,0.03964699,0.00022927026,0.0321448,0.0006123965],"about_ca_topic_score_codex":0.00027599253,"about_ca_topic_score_gemma":0.0026658082,"teacher_disagreement_score":0.10576402,"about_ca_system_score_codex":0.00021856626,"about_ca_system_score_gemma":0.00047791668,"threshold_uncertainty_score":0.9999327},"labels":[],"label_agreement":null},{"id":"W3164995039","doi":"10.1111/jgs.17299","title":"Association of frailty with outcomes in individuals with <scp>COVID</scp> ‐19: A living review and meta‐analysis","year":2021,"lang":"en","type":"review","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Queen's University; Ottawa Hospital","funders":"","keywords":"Medicine; Odds ratio; Confidence interval; Meta-analysis; Hazard ratio; Delirium; Confounding; Intensive care unit; MEDLINE; Gerontology; Odds; Emergency medicine; Intensive care medicine; Logistic regression; Internal medicine","score_opus":0.04315732918539019,"score_gpt":0.34567690348848157,"score_spread":0.3025195743030914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3164995039","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005462706,0.9967745,0.00014353526,0.0015463104,0.000040616083,0.00079023995,0.00011604155,0.000009412078,0.000033076456],"genre_scores_gemma":[0.000067925655,0.9878521,0.009082125,0.0017779428,0.00007353164,0.000029248478,0.000010479984,0.000059235546,0.0010473948],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9950931,0.000972392,0.00170948,0.0003815121,0.0014645422,0.00037893737],"domain_scores_gemma":[0.98452073,0.003788477,0.010107917,0.0006700216,0.00065870053,0.0002541436],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032032025,0.0005479225,0.010067909,0.00034082486,0.00007699259,0.000052910113,0.000480703,0.00020171289,0.000032819284],"category_scores_gemma":[0.0037802518,0.00027570172,0.00446367,0.005627421,0.00021134932,0.0001272899,0.0002199668,0.0013824754,5.430876e-7],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000042010724,0.0005234458,0.24823241,0.04888732,0.6687979,0.000047194142,0.0024789176,0.00005035784,3.7827706e-7,0.000003158488,0.018909628,0.0120650465],"study_design_scores_gemma":[0.00048312402,0.0003200323,0.009423217,0.005596024,0.8257632,0.00026332296,0.00054673664,0.0000017010931,1.6246489e-7,0.000003227054,0.15743494,0.00016431567],"about_ca_topic_score_codex":0.00014105804,"about_ca_topic_score_gemma":0.000047764137,"teacher_disagreement_score":0.2388092,"about_ca_system_score_codex":0.0007631758,"about_ca_system_score_gemma":0.0017982969,"threshold_uncertainty_score":0.99996954},"labels":[],"label_agreement":null},{"id":"W3165384647","doi":"10.1590/1516-3180.2020.0492.r1.0802021","title":"Influence of foot pain on frailty symptoms in an elderly population: a case-control study","year":2021,"lang":"en","type":"article","venue":"Sao Paulo Medical Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Foot (prosody); Physical therapy; Population; Gerontology","score_opus":0.018925962285215585,"score_gpt":0.3179667814840385,"score_spread":0.2990408191988229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165384647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99457526,0.00020803286,0.0003262848,0.0041827774,0.00018309813,0.00039166736,0.000010508507,0.000029315623,0.000093075665],"genre_scores_gemma":[0.9966891,0.000013770626,0.00018565515,0.0025372081,0.00046071585,0.0000140223565,0.000007673693,0.00002558716,0.00006628036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99542,0.0011307485,0.0010074052,0.00033569703,0.0016998305,0.0004063495],"domain_scores_gemma":[0.997566,0.0006379581,0.00022027442,0.00045197635,0.0003503572,0.00077347044],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027383089,0.00021607091,0.00061866886,0.0002214842,0.00009271499,0.000034040208,0.00020409835,0.00023001652,0.0009464163],"category_scores_gemma":[0.0047680354,0.00017517277,0.00011930602,0.000423152,0.000081386905,0.00017980387,0.00003781343,0.0013982119,0.00001002633],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004712727,0.00270372,0.68115944,0.00007439682,0.00020835044,0.08464979,0.0019289205,0.00045699306,0.00029288753,0.000018193467,0.00031124568,0.22772479],"study_design_scores_gemma":[0.010840499,0.004642798,0.9600818,0.0011224395,0.00012794358,0.019184921,0.0017190377,0.0016659733,0.00005683468,0.0002591453,0.00010733104,0.00019125704],"about_ca_topic_score_codex":0.00019549618,"about_ca_topic_score_gemma":0.001968954,"teacher_disagreement_score":0.27892238,"about_ca_system_score_codex":0.00015418603,"about_ca_system_score_gemma":0.0005182729,"threshold_uncertainty_score":0.99996686},"labels":[],"label_agreement":null},{"id":"W3165552797","doi":"10.1017/s0714980820000446","title":"Quality Indicators for Older Persons’ Transitions in Care: A Systematic Review and Delphi Process","year":2021,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of British Columbia, Okanagan Campus; York University; University of British Columbia; Foothills Medical Centre; University of Calgary; University of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Delphi method; Documentation; Quality (philosophy); Delphi; Work (physics); Process (computing); Best practice; Set (abstract data type); MEDLINE","score_opus":0.015396769015671602,"score_gpt":0.27678583442333776,"score_spread":0.26138906540766615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165552797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7780654,0.09267392,0.00020986609,0.122316204,0.0005636234,0.0046479246,0.00047081464,0.000035927278,0.0010163132],"genre_scores_gemma":[0.9914711,0.000806992,0.00021462649,0.0066617383,0.00010454098,0.0002825887,0.00008561785,0.000048152408,0.00032465692],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99782205,0.00022021234,0.00076393044,0.0003936379,0.00013272418,0.0006674444],"domain_scores_gemma":[0.99721014,0.00013116594,0.00021353396,0.00033740388,0.00037495614,0.0017328236],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00096942164,0.0002596193,0.00085260824,0.0005296534,0.00028524487,0.00008918369,0.00014585946,0.000094158175,0.000112728885],"category_scores_gemma":[0.0011388297,0.0002525862,0.00016595755,0.00056639034,0.000069347,0.00009396236,0.0000060321645,0.0004559559,0.0000022749468],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032901407,0.00020592836,0.016672965,0.8156969,0.0007744654,0.008984259,0.14388365,0.00007177447,0.00006170285,0.0031428714,0.0068791467,0.0035934723],"study_design_scores_gemma":[0.0108385235,0.00081240066,0.060240906,0.7593685,0.0047749714,0.023131398,0.09678998,0.00025671598,0.00016031116,0.00032993185,0.04100308,0.0022933027],"about_ca_topic_score_codex":0.002877428,"about_ca_topic_score_gemma":0.35895795,"teacher_disagreement_score":0.35608053,"about_ca_system_score_codex":0.0014577805,"about_ca_system_score_gemma":0.0017537591,"threshold_uncertainty_score":0.9999926},"labels":[],"label_agreement":null},{"id":"W3165594008","doi":"10.1097/qai.0000000000002736","title":"Construct and Criterion-Related Validity of the Clinical Frailty Scale in Persons With HIV","year":2021,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta; Alberta Hip and Knee Clinic; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Construct validity; Construct (python library); Scale (ratio); Human immunodeficiency virus (HIV); Criterion validity; Medicine; Psychology; Psychometrics; Clinical psychology; Computer science; Virology; Geography","score_opus":0.04081296718604709,"score_gpt":0.31572747250674826,"score_spread":0.27491450532070116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3165594008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993239,0.0029246993,0.00005144342,0.0025572316,0.0005915915,0.00018070264,0.000015682055,0.00001440881,0.00042528048],"genre_scores_gemma":[0.9966572,0.00036732975,0.002238838,0.00006843136,0.000023199638,0.0000015746377,0.000003057599,0.000024610372,0.0006157721],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970837,0.0003733294,0.0013978607,0.00025037164,0.0005975983,0.0002971286],"domain_scores_gemma":[0.9978664,0.00046681231,0.0006374846,0.0004827566,0.0004244024,0.00012215743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012965966,0.00019658955,0.00091635535,0.0002228203,0.00009027551,0.000027733839,0.0002586975,0.0001661067,0.00011378549],"category_scores_gemma":[0.0014132946,0.00012430006,0.00031485994,0.0009361583,0.0009409139,0.00021122675,0.00013166082,0.0003860238,0.000004711145],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026385987,0.000666298,0.9721092,0.0002193022,0.00019861273,0.0006130082,0.0020716642,0.000017667211,0.01798305,0.00005312947,0.00045671372,0.0053475136],"study_design_scores_gemma":[0.004506158,0.0010297002,0.9685258,0.0016303104,0.0002589815,0.01578336,0.0024874196,0.00013637003,0.0051914626,0.0001621495,0.00013581563,0.00015247465],"about_ca_topic_score_codex":0.000021021462,"about_ca_topic_score_gemma":0.000010420753,"teacher_disagreement_score":0.015170352,"about_ca_system_score_codex":0.00006029288,"about_ca_system_score_gemma":0.00057830784,"threshold_uncertainty_score":0.50688094},"labels":[],"label_agreement":null},{"id":"W3166314029","doi":"10.1007/s40520-021-01893-0","title":"Geriatric co-management and interdisciplinary transitional care reduced hospital readmissions in frail older patients in Argentina: results from a randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Parkwood Institute; Lawson Health Research Institute; Western University","funders":"","keywords":"Transitional care; Medicine; Psychological intervention; Randomized controlled trial; Intervention (counseling); Geriatrics; Emergency department; Emergency medicine; Health care; Physical therapy; Nursing; Internal medicine; Psychiatry","score_opus":0.04901765465485151,"score_gpt":0.4430182752148375,"score_spread":0.39400062055998597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166314029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884348,0.0021821694,0.000002265969,0.0031351966,0.00038514973,0.0036588192,0.00004881051,0.000018779727,0.0021340053],"genre_scores_gemma":[0.9971306,0.00054795237,0.0003771722,0.00009590726,0.00021381422,0.00049140386,0.00043930326,0.000021216738,0.00068263325],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9954946,0.001161912,0.0013579719,0.00082854973,0.0007259259,0.00043103247],"domain_scores_gemma":[0.99658805,0.0025551328,0.0000917028,0.000272556,0.00015754267,0.00033498477],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019342935,0.00020352668,0.0012312413,0.0002896063,0.00014720068,0.000062062296,0.00009626275,0.00016714609,0.00012162576],"category_scores_gemma":[0.0017835393,0.00016209348,0.00024489182,0.0003174524,0.0004229869,0.000099318495,0.00041204138,0.0007239278,0.000009208091],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9616742,0.0038453548,0.018485332,0.00006862575,0.00022469166,0.00067369087,0.011134529,7.134273e-7,0.0003316437,0.00002778399,0.0010841069,0.002449331],"study_design_scores_gemma":[0.9089189,0.00068388064,0.08096479,0.00071581034,0.00004996572,0.000002651718,0.0074540675,0.00015486,0.0006266489,0.0002006113,0.000064008505,0.00016378124],"about_ca_topic_score_codex":0.0001699837,"about_ca_topic_score_gemma":0.00003451304,"teacher_disagreement_score":0.062479455,"about_ca_system_score_codex":0.00011438562,"about_ca_system_score_gemma":0.00015059883,"threshold_uncertainty_score":0.66099805},"labels":[],"label_agreement":null},{"id":"W3167296309","doi":"10.1071/py20200","title":"Frailty screening among older adults receiving home care packages: a study of feasibility and prevalence","year":2021,"lang":"en","type":"article","venue":"Australian Journal of Primary Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Hunter Medical Research Institute","keywords":"Medicine; Gerontology; Confidence interval; Aged care","score_opus":0.054986612686952,"score_gpt":0.3404676325403668,"score_spread":0.28548101985341484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167296309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99271905,0.0040683993,0.000078381774,0.0020441834,0.0002096926,0.0007792509,0.000027201031,0.000017654485,0.00005618908],"genre_scores_gemma":[0.9940247,0.0007388904,0.004365973,0.0003084365,0.00015316589,0.0000031931313,0.000010000278,0.000028999217,0.00036665282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966797,0.00045520678,0.0012650501,0.00040669428,0.00076640176,0.00042690424],"domain_scores_gemma":[0.99692357,0.00017432451,0.00092664023,0.0005305628,0.00083388924,0.0006110293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010009464,0.00024072443,0.00095264835,0.00016528166,0.00011319217,0.000027061144,0.0001789553,0.00010926837,0.00011828095],"category_scores_gemma":[0.00043728334,0.00021753114,0.0001473457,0.00035045936,0.0001401099,0.0003554849,0.00009411241,0.00066232076,9.058681e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030715403,0.00067756424,0.94635546,0.0053277034,0.00012300017,0.0004032112,0.01833324,0.000007882441,0.00015937122,5.1952435e-7,0.0011459511,0.027158955],"study_design_scores_gemma":[0.0061011105,0.0028854394,0.964061,0.0057807243,0.00013688332,0.0006518825,0.019837594,0.0000022552238,0.00033963192,0.00000777141,0.00004482592,0.00015085272],"about_ca_topic_score_codex":0.00024979102,"about_ca_topic_score_gemma":0.00027429702,"teacher_disagreement_score":0.027008103,"about_ca_system_score_codex":0.00039221044,"about_ca_system_score_gemma":0.000886258,"threshold_uncertainty_score":0.88706625},"labels":[],"label_agreement":null},{"id":"W3168786527","doi":"10.1186/s12877-021-02330-7","title":"The association between preoperative modified frailty index and postoperative complications in Chinese elderly patients with hip fractures","year":2021,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; McMaster University","funders":"","keywords":"Medicine; Hip fracture; Medical record; Pneumonia; Frailty Index; Marital status; Retrospective cohort study; Orthopedic surgery; Surgery; Internal medicine; Osteoporosis; Population","score_opus":0.017360849930044598,"score_gpt":0.28407977801663775,"score_spread":0.26671892808659314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3168786527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937823,0.00025786733,0.0010907328,0.0030063768,0.000069774585,0.00081429334,0.00007600974,0.00003184031,0.0008707938],"genre_scores_gemma":[0.9975577,0.00003864291,0.0010622137,0.00032097375,0.000079126774,0.00006841604,0.0002572334,0.000020528352,0.00059518724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858695,0.00016802606,0.00029984393,0.00031531064,0.00039386348,0.00023602748],"domain_scores_gemma":[0.9979281,0.000884556,0.00015927457,0.00031269024,0.00061896106,0.000096421834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017362247,0.00018235263,0.00027893833,0.00007386842,0.00023327522,0.00010178328,0.00008793363,0.00014894025,0.000010830219],"category_scores_gemma":[0.0012839423,0.00011646479,0.000035812514,0.0005475376,0.00004741868,0.00013981656,0.00006032426,0.00035691887,0.0000062172953],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086355925,0.0001163319,0.99612755,0.000016600154,0.00006249091,0.0000021413,0.0014767403,0.00010588864,0.000025962265,0.00007723745,0.00031193122,0.0015907505],"study_design_scores_gemma":[0.0032449819,0.00018799058,0.9950586,0.00002787436,0.000056563054,0.0000021531414,0.00020725968,0.0002703684,0.00008470191,0.00022839861,0.0004923756,0.00013873594],"about_ca_topic_score_codex":0.00010927791,"about_ca_topic_score_gemma":0.0011922151,"teacher_disagreement_score":0.0037753666,"about_ca_system_score_codex":0.00021718703,"about_ca_system_score_gemma":0.00026769587,"threshold_uncertainty_score":0.47492963},"labels":[],"label_agreement":null},{"id":"W3169208941","doi":"10.1016/j.chest.2021.05.049","title":"Routine Frailty Screening in Critical Illness","year":2021,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"Health Research Council of New Zealand; Shire; Austin Medical Research Foundation; QEII Foundation; Dalhousie Medical Research Foundation; Canadian Institutes of Health Research; Alzheimer Society; Novartis; Jackson Laboratory; Roche","keywords":"Medicine; Critical illness; Intensive care medicine; Gerontology; Critically ill","score_opus":0.06999019446920919,"score_gpt":0.3645178090196579,"score_spread":0.29452761455044874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169208941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9089693,0.0020845544,0.016575491,0.060693648,0.001102787,0.000118545446,0.000006288095,0.00006494044,0.010384451],"genre_scores_gemma":[0.9811804,0.000069398986,0.01501541,0.0011244458,0.0008675029,0.0000025987847,0.00000842049,0.00002467695,0.0017071137],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986526,0.000070136964,0.00036119504,0.0001922679,0.00035223897,0.00037160146],"domain_scores_gemma":[0.9990002,0.000181491,0.00004332673,0.00021334614,0.00025026177,0.00031139152],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035518623,0.00012523301,0.00028310652,0.00009805401,0.00010248496,0.00006475726,0.00009219131,0.00010835602,0.0011640808],"category_scores_gemma":[0.0026236933,0.0001142505,0.000101509446,0.00027743052,0.00008812628,0.00014600661,0.00005869366,0.0009358891,0.00005468208],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005643211,0.0018299313,0.6585395,0.0009421684,0.0002621757,0.05181022,0.006122803,0.0001271659,0.028940849,0.0020483318,0.02533763,0.22347493],"study_design_scores_gemma":[0.0070779445,0.00016655952,0.85484654,0.00201999,0.00011638589,0.028654095,0.0028253775,0.0010804684,0.027495144,0.0012275456,0.07403085,0.00045908923],"about_ca_topic_score_codex":0.000008780813,"about_ca_topic_score_gemma":0.000028009641,"teacher_disagreement_score":0.22301584,"about_ca_system_score_codex":0.00007711583,"about_ca_system_score_gemma":0.00022630164,"threshold_uncertainty_score":0.999749},"labels":[],"label_agreement":null},{"id":"W3169283793","doi":"10.3390/curroncol28030207","title":"The Feasibility and Effects of a Telehealth-Delivered Home-Based Prehabilitation Program for Cancer Patients during the Pandemic","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Prehabilitation; Medicine; Telehealth; Physical therapy; Psychosocial; Intervention (counseling); Telemedicine; Health care; Nursing","score_opus":0.05558496891397471,"score_gpt":0.4134268873223944,"score_spread":0.3578419184084197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169283793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871146,0.0066117197,0.00003123122,0.0016612387,0.0008520341,0.0036648053,0.000024269664,0.000032839085,0.000007261583],"genre_scores_gemma":[0.997558,0.0006268859,0.0002501162,0.00006397618,0.00007747634,0.0013592987,0.000030603103,0.00001044452,0.00002319525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99885786,0.00022989215,0.00028816838,0.00024800655,0.00014884294,0.00022720562],"domain_scores_gemma":[0.9971007,0.0019628657,0.00015048582,0.00025220076,0.0004642549,0.00006947935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002551272,0.00010008348,0.0002512655,0.0000214347,0.00014207025,0.000007006494,0.00006788822,0.00007428053,0.0000046345226],"category_scores_gemma":[0.0014113617,0.00005947114,0.00007298104,0.00012276036,0.00024546747,0.000024211558,0.000039073122,0.00017577848,4.5091232e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046873372,0.0008628566,0.5925704,0.0023665004,0.00002690258,4.776058e-7,0.0006033434,0.0000024238007,0.00037671794,0.0000076010806,0.00020865668,0.40250537],"study_design_scores_gemma":[0.007706268,0.0023142057,0.9767601,0.00028359884,0.00010914241,0.0000025227464,0.00011481312,0.00050223933,0.0009914591,0.0001462019,0.011005582,0.00006386443],"about_ca_topic_score_codex":0.000021523938,"about_ca_topic_score_gemma":0.00043649512,"teacher_disagreement_score":0.4024415,"about_ca_system_score_codex":0.00038525532,"about_ca_system_score_gemma":0.00041782833,"threshold_uncertainty_score":0.24251626},"labels":[],"label_agreement":null},{"id":"W3169686062","doi":"10.1093/gerona/glab161","title":"Clinical Correlates and Implications of the Reliability of the Frailty Index in the Canadian Longitudinal Study on Aging","year":2021,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre; Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research; Canada Foundation for Innovation; Government of Canada","keywords":"Intraclass correlation; Cutoff; Medicine; Demography; Confidence interval; Statistics; Odds ratio; Frailty Index; Reliability (semiconductor); Odds; Gerontology; Mathematics; Internal medicine; Logistic regression; Psychometrics","score_opus":0.14042608532159787,"score_gpt":0.4142593052165763,"score_spread":0.27383321989497844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169686062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8977587,0.00062431104,0.0000054155103,0.10029183,0.00017756782,0.00044676432,0.0000141568735,0.0000022099036,0.00067899027],"genre_scores_gemma":[0.99903345,0.000118942095,0.000025849075,0.00064600096,0.000035708006,0.000009750876,5.348399e-7,0.0000065822996,0.00012316884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772686,0.0009323386,0.00073187833,0.00016485785,0.00024782788,0.0001962166],"domain_scores_gemma":[0.9970515,0.0011283793,0.00041948922,0.0010325912,0.0003104537,0.000057594974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019468308,0.00010858039,0.0004237475,0.00004034587,0.0002222477,0.000009507411,0.00046661924,0.00011229208,0.00004695978],"category_scores_gemma":[0.002158584,0.000046446552,0.00012887626,0.00028666153,0.0010425616,0.00005191745,0.00013267317,0.00079191267,4.0945804e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010129729,0.0002374684,0.9936729,0.000017958664,0.00008634335,0.00000496999,0.004301489,0.000028172013,0.000060133298,0.00028267823,0.0004423578,0.000764251],"study_design_scores_gemma":[0.0006634317,0.00030342612,0.98966247,0.00015192236,0.00013323035,0.00031904006,0.0064170347,0.00001447539,0.00012205113,0.0020148563,0.00015997521,0.00003809075],"about_ca_topic_score_codex":0.019467555,"about_ca_topic_score_gemma":0.572165,"teacher_disagreement_score":0.5526975,"about_ca_system_score_codex":0.000053362557,"about_ca_system_score_gemma":0.00046834443,"threshold_uncertainty_score":0.9870619},"labels":[],"label_agreement":null},{"id":"W3169828867","doi":"10.1007/s10522-021-09928-9","title":"Arnold Mitnitski: mathematician who pioneered a new understanding of frailty (1944 – 2021)","year":2021,"lang":"en","type":"article","venue":"Biogerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Gerontology; Classics; Medicine; History","score_opus":0.11126057321567179,"score_gpt":0.3191286957403722,"score_spread":0.20786812252470044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169828867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5887441,0.01623026,0.109079555,0.082416,0.0044598547,0.002300346,0.00021004518,0.0005004533,0.19605938],"genre_scores_gemma":[0.9639005,0.0001681141,0.012734164,0.0008129952,0.00035803334,0.000013077299,0.000084296444,0.00005421041,0.02187462],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99835443,0.00007560728,0.0005070249,0.0003807526,0.00026964958,0.00041253105],"domain_scores_gemma":[0.99863166,0.00022493511,0.00016765477,0.0006173008,0.00012885136,0.00022958708],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000114958,0.00021439021,0.00072413136,0.00014682546,0.00005004445,0.000012168623,0.00013445324,0.00028574446,0.0019559625],"category_scores_gemma":[0.00054785906,0.00020667545,0.00017336984,0.00033261642,0.00015558016,0.00006516283,0.000080167265,0.0001968173,0.00012368704],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009826057,0.002218327,0.05784344,0.0024713,0.0027521816,0.0028659194,0.014783574,0.000006730896,0.22715597,0.15867725,0.49431634,0.035926376],"study_design_scores_gemma":[0.049626052,0.0054753595,0.12212434,0.008935586,0.0036943313,0.009803258,0.046796445,0.0025871063,0.41347802,0.11315381,0.22026826,0.004057433],"about_ca_topic_score_codex":0.00024551526,"about_ca_topic_score_gemma":0.0009880094,"teacher_disagreement_score":0.37515637,"about_ca_system_score_codex":0.00020549246,"about_ca_system_score_gemma":0.00039339662,"threshold_uncertainty_score":0.9989564},"labels":[],"label_agreement":null},{"id":"W3169866869","doi":"10.1017/s1041610220003282","title":"Health and social factors key to understanding attrition in longitudinal aging research","year":2021,"lang":"en","type":"letter","venue":"International Psychogeriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Attrition; Key (lock); Content (measure theory); Computer science; Longitudinal study; Psychology; Gerontology; Medicine; Computer security","score_opus":0.2519537863643252,"score_gpt":0.44546605111611615,"score_spread":0.19351226475179095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3169866869","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014729393,0.00065634755,0.00068902597,0.9780423,0.0027276564,0.0005900945,0.00014846762,0.00004371399,0.0023729797],"genre_scores_gemma":[0.25782824,0.0011167463,0.0026556423,0.69812727,0.022457534,0.00011983909,0.0067787445,0.00025444655,0.010661538],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99648434,0.00019310521,0.0005417624,0.0007725099,0.0014655144,0.0005427463],"domain_scores_gemma":[0.9988254,0.00032646995,0.000146,0.00021536743,0.00032727479,0.00015949305],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0006134202,0.00026761086,0.00049149466,0.0017337227,0.00015273424,0.00018971707,0.00023356982,0.0004744984,0.00011820605],"category_scores_gemma":[0.0003020845,0.0002961205,0.000115818,0.0007614878,0.00007433754,0.000110770416,0.00014880463,0.0023321705,0.00002183162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006973129,0.00009893355,0.026409244,0.00045747973,0.00008219113,0.00033515054,0.0013733377,8.269836e-7,0.0000146704515,0.0004896013,0.969607,0.0010618235],"study_design_scores_gemma":[0.0019783122,0.00028416232,0.026895728,0.0017320054,0.000025291132,0.00021058251,0.0017530853,0.000022872231,0.000007789453,0.0022487796,0.96438605,0.00045534957],"about_ca_topic_score_codex":0.0003932112,"about_ca_topic_score_gemma":0.00017127715,"teacher_disagreement_score":0.27991506,"about_ca_system_score_codex":0.002638535,"about_ca_system_score_gemma":0.0006671965,"threshold_uncertainty_score":0.9999695},"labels":[],"label_agreement":null},{"id":"W3170992537","doi":"10.11124/jbies-20-00048","title":"Experiences of older adults accessing specialized health care services in rural and remote areas: a qualitative systematic review","year":2021,"lang":"en","type":"review","venue":"JBI Evidence Synthesis","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Qualitative research; Gerontology; Health care; Rural area; Medicine; Nursing; Sociology; Political science; Social science; Pathology","score_opus":0.04107038869707759,"score_gpt":0.42485019896953946,"score_spread":0.3837798102724619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170992537","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016764474,0.9927061,0.000007526662,0.00066581235,0.00015887369,0.006168147,0.00003064265,0.00004238298,0.00005286336],"genre_scores_gemma":[0.00033434926,0.9966601,0.0013037225,0.00041958113,0.000104373255,0.0010015788,0.00003589838,0.00006950525,0.00007090427],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9909166,0.0037110844,0.002997297,0.00088201795,0.0009952039,0.0004977847],"domain_scores_gemma":[0.9908154,0.0050315047,0.0023941244,0.0010746163,0.00042920397,0.00025516897],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020736444,0.00074445084,0.009095753,0.00040547544,0.00009146033,0.00008404737,0.0005402507,0.00029509887,0.000152359],"category_scores_gemma":[0.008018698,0.0005405575,0.0006620373,0.0011583477,0.00020748588,0.00043846588,0.0002034909,0.00041191906,0.000012246427],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011076742,0.000021719019,0.0000015170123,0.5990924,0.00008540808,0.000037405545,0.090512805,3.6128716e-9,3.5635047e-8,0.0000011188015,0.0000371956,0.3101993],"study_design_scores_gemma":[0.00016801298,0.000058029374,0.000007834898,0.80137855,0.0019591942,0.0001551744,0.19484468,0.0000033665015,0.0000031349766,0.0000013589955,0.0010934552,0.00032721326],"about_ca_topic_score_codex":0.0009907259,"about_ca_topic_score_gemma":0.00032076845,"teacher_disagreement_score":0.30987206,"about_ca_system_score_codex":0.0005548838,"about_ca_system_score_gemma":0.0011397676,"threshold_uncertainty_score":0.9997046},"labels":[],"label_agreement":null},{"id":"W3171789324","doi":"10.1200/jco.2021.39.15_suppl.e24011","title":"A 10-item frailty index based on a comprehensive geriatric assessment (FI-CGA-10) in older adults with cancer: Development and construct validation.","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatric oncology; Gerontology; Construct validity; Mood; Comorbidity; Geriatrics; Activities of daily living; Cognition; Geriatric Depression Scale; Psychometrics; Cancer; Physical therapy; Clinical psychology; Internal medicine; Psychiatry; Depressive symptoms","score_opus":0.07599751939733715,"score_gpt":0.42865939537662023,"score_spread":0.3526618759792831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3171789324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875962,0.00035254407,0.0003432241,0.008221582,0.00049585494,0.00040391885,0.000007507724,0.000011230965,0.0025679348],"genre_scores_gemma":[0.97184324,0.00020510842,0.023483638,0.0030490006,0.00038168338,0.000025124875,0.00001742587,0.000024442303,0.00097033445],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99588597,0.0006456301,0.0021655823,0.00037293788,0.00064409577,0.00028576216],"domain_scores_gemma":[0.9926499,0.0041350364,0.0013784615,0.00022455664,0.0012083993,0.00040361076],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011775319,0.00022615308,0.0015131733,0.00025428153,0.000047159072,0.000020183408,0.00011410201,0.00036900502,0.0018798674],"category_scores_gemma":[0.0018354262,0.00016676201,0.0001522665,0.0003655953,0.00019802312,0.000093535185,0.000058426136,0.0011228287,0.000013077457],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0121376235,0.0033899655,0.5204999,0.00028848124,0.0005281206,0.0045213983,0.00041825278,0.00051440456,0.00003889177,0.00001999132,0.006625678,0.45101732],"study_design_scores_gemma":[0.033831645,0.005648011,0.9000337,0.001293537,0.00017674494,0.00057088555,0.00042230604,0.0015134179,0.00018144505,0.000013304074,0.05612577,0.00018922616],"about_ca_topic_score_codex":0.00002764,"about_ca_topic_score_gemma":0.00019835778,"teacher_disagreement_score":0.4508281,"about_ca_system_score_codex":0.000498915,"about_ca_system_score_gemma":0.008642122,"threshold_uncertainty_score":0.99903256},"labels":[],"label_agreement":null},{"id":"W3172044762","doi":"10.1016/j.chest.2021.06.009","title":"Baseline Frailty as a Predictor of Survival After Critical Care","year":2021,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; University of Ottawa; University of Toronto; University of Waterloo","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Medicine; Mechanical ventilation; Emergency medicine; Retrospective cohort study; Proportional hazards model; Cohort; Intensive care unit; Cohort study; Internal medicine; Gerontology","score_opus":0.0333087151383895,"score_gpt":0.32701636915045124,"score_spread":0.2937076540120617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172044762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96366405,0.0067832945,0.002620433,0.012594809,0.0016189321,0.00014970811,0.000106645544,0.000050372742,0.012411757],"genre_scores_gemma":[0.9900296,0.000093140145,0.005667264,0.00056716474,0.001371088,0.000005229177,0.000023942688,0.00003013574,0.002212478],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984073,0.000110019755,0.000422535,0.00019918053,0.0005721734,0.0002887933],"domain_scores_gemma":[0.99796903,0.00023686301,0.00006259455,0.0003144735,0.0009994901,0.0004175605],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002506282,0.00014645608,0.00036443752,0.000067139525,0.00005083649,0.000030386373,0.000095771466,0.00012959048,0.0038778512],"category_scores_gemma":[0.003340792,0.00012587056,0.00019572985,0.00015801507,0.00014751275,0.00009395291,0.00006099714,0.0006032165,0.00007162542],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031914613,0.0031116137,0.81138194,0.008503536,0.0009410122,0.03833965,0.016535114,0.000024802997,0.05866257,0.0010865787,0.026416015,0.031805716],"study_design_scores_gemma":[0.010357809,0.0013942843,0.7171071,0.0030316028,0.0010168173,0.013675598,0.009758288,0.00016947926,0.08455268,0.0012170254,0.15706785,0.00065142004],"about_ca_topic_score_codex":0.000005587546,"about_ca_topic_score_gemma":0.000017112181,"teacher_disagreement_score":0.13065183,"about_ca_system_score_codex":0.00008999224,"about_ca_system_score_gemma":0.0006319914,"threshold_uncertainty_score":0.99703276},"labels":[],"label_agreement":null},{"id":"W3172523404","doi":"10.1200/jco.2021.39.15_suppl.12011","title":"Comprehensive geriatric assessment and management for Canadian elders with Cancer: The 5C study.","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Calgary; Princess Margaret Cancer Centre; University Health Network; Health Sciences Centre; Ottawa Hospital; Royal Columbian Hospital; Jewish General Hospital; Sunnybrook Health Science Centre; Lakeridge Health; McGill University; University of Toronto","funders":"","keywords":"Medicine; Geriatric oncology; Quality of life (healthcare); Cancer; Randomization; Randomized controlled trial; Palliative care; Performance status; Physical therapy; Family medicine; Internal medicine; Nursing","score_opus":0.12690635503302625,"score_gpt":0.49215747599908016,"score_spread":0.36525112096605394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172523404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86279655,0.0013267893,0.00030017245,0.12828839,0.0017160553,0.001259112,0.00000910268,0.00000536509,0.004298498],"genre_scores_gemma":[0.9752858,0.0031272178,0.009477476,0.01001172,0.00085361523,0.000041345906,0.0000024076348,0.000017432289,0.0011829407],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981757,0.0002560817,0.00092650234,0.00016981708,0.00025825494,0.00021363742],"domain_scores_gemma":[0.9966981,0.0015700508,0.0005335869,0.00018119055,0.0006363932,0.00038072193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010045371,0.000100204314,0.00078146777,0.000079527905,0.00008742613,0.000015394004,0.0001073514,0.000104996434,0.00007318515],"category_scores_gemma":[0.0002462232,0.000056827987,0.00013804222,0.00014089119,0.00012230869,0.000038428312,0.000039996732,0.0005205608,0.0000010145285],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023683975,0.0020734866,0.38073644,0.00022943532,0.004372648,0.006501929,0.0005733878,0.00015255983,0.0000145708855,0.0002932368,0.077631555,0.52505237],"study_design_scores_gemma":[0.00984362,0.008407885,0.63957024,0.00006571763,0.0009218925,0.00037726565,0.0027469783,0.000052780826,0.0000023304774,0.0000624379,0.3378901,0.000058762456],"about_ca_topic_score_codex":0.0022654696,"about_ca_topic_score_gemma":0.06548473,"teacher_disagreement_score":0.5249936,"about_ca_system_score_codex":0.00028430353,"about_ca_system_score_gemma":0.0034472963,"threshold_uncertainty_score":0.9515677},"labels":[],"label_agreement":null},{"id":"W3172834541","doi":"10.1177/17151635211018725","title":"Review of the top 5 geriatrics studies of 2018-2019","year":2021,"lang":"fr","type":"review","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo; Dalhousie University; University of Alberta","funders":"","keywords":"Geriatrics; Medicine; Gerontology; Psychiatry","score_opus":0.091577262651412,"score_gpt":0.36232741403048835,"score_spread":0.2707501513790763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3172834541","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006255649,0.9674939,0.000005847216,0.0007914699,0.023798084,0.001943178,0.0047427407,0.00000905117,0.000590152],"genre_scores_gemma":[0.0013780631,0.98437095,0.00017346758,0.005064778,0.0034143282,0.000035085995,0.0001541408,0.00018220348,0.00522698],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.989848,0.0016066522,0.0041030385,0.0008556555,0.0015922488,0.0019943682],"domain_scores_gemma":[0.9860552,0.0011076945,0.003436012,0.0014514163,0.0047162203,0.0032334398],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.002354528,0.0013273137,0.005227814,0.0006309744,0.0007049785,0.00006706815,0.0022585746,0.0003105047,0.0042798193],"category_scores_gemma":[0.005589597,0.0010756784,0.0020063678,0.0034481597,0.0012719816,0.000277388,0.00035014105,0.0028613156,0.000031720963],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000012479501,0.0000687357,0.00013617748,0.24594225,0.0025029527,0.01634256,0.0003553803,0.00003094427,0.00003424335,0.0000309324,0.351412,0.38313133],"study_design_scores_gemma":[0.0010280466,0.000047366208,0.0000034884572,0.09847016,0.00644185,0.24435408,0.000014377082,0.000017328057,0.00014831078,0.00000635461,0.64886415,0.00060448446],"about_ca_topic_score_codex":0.02460738,"about_ca_topic_score_gemma":0.036674477,"teacher_disagreement_score":0.38252684,"about_ca_system_score_codex":0.010344784,"about_ca_system_score_gemma":0.05006275,"threshold_uncertainty_score":0.9999478},"labels":[],"label_agreement":null},{"id":"W3174279342","doi":"10.6133/apjcn.202106_30(2).0001","title":"Nutritional risk assessed by the Malnutrition Universal Screening Tool as a predictor of frailty in acutely hospitalised older patients: An observational study.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Observational study; Malnutrition; Medicine; Gerontology; Internal medicine; Intensive care medicine","score_opus":0.06423898773299899,"score_gpt":0.2845431131757321,"score_spread":0.22030412544273312,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174279342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939326,0.00009567365,0.00022845993,0.0020743173,0.00013847434,0.0024508436,0.00079033215,0.000049151306,0.0002401503],"genre_scores_gemma":[0.9951169,0.000023272176,0.0008515324,0.0004128771,0.0001326684,0.00098461,0.0020732742,0.000026811309,0.00037807814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976112,0.00027491868,0.0004883154,0.00040770986,0.000886961,0.00033084236],"domain_scores_gemma":[0.99836695,0.00029731294,0.00020141895,0.00037861482,0.0006215343,0.00013414273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039600924,0.00018508827,0.0003071214,0.00011085414,0.00008884097,0.000039751238,0.00018001132,0.00012096076,0.00015690502],"category_scores_gemma":[0.0010109178,0.00016336738,0.0000984841,0.00056350697,0.000094741,0.0004993206,0.00007090096,0.0003243492,0.0000024671956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045513554,0.0053151352,0.9805348,0.000053448395,0.00018885103,0.000043106316,0.0004897959,0.000012885762,0.000104686755,0.000084400875,0.0058273524,0.006890404],"study_design_scores_gemma":[0.01367137,0.0002901946,0.982955,0.000087169814,0.00013901108,0.000008035101,0.0011396703,0.00020464236,0.00052403216,0.00017954921,0.0006458009,0.00015554857],"about_ca_topic_score_codex":0.00023237872,"about_ca_topic_score_gemma":0.00007176511,"teacher_disagreement_score":0.013216234,"about_ca_system_score_codex":0.00016335124,"about_ca_system_score_gemma":0.00014975757,"threshold_uncertainty_score":0.6661929},"labels":[],"label_agreement":null},{"id":"W3174787666","doi":"10.1002/onco.13894","title":"A 10-Item Frailty Index Based on a Comprehensive Geriatric Assessment (FI-CGA-10) in Older Adults with Cancer: Development and Construct Validation","year":2021,"lang":"en","type":"article","venue":"The Oncologist","topic":"Frailty in Older Adults","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Fukuoka Foundation for Sound Health; Research Promotion Foundation","keywords":"Medicine; Comorbidity; Geriatric oncology; Gerontology; Mood; Construct validity; Activities of daily living; Cognition; Geriatrics; Cancer; Internal medicine; Physical therapy; Psychometrics; Clinical psychology; Psychiatry","score_opus":0.029225187821864753,"score_gpt":0.317493136519281,"score_spread":0.2882679486974163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3174787666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9865446,0.00023904677,0.00023935387,0.0046369215,0.00012340213,0.0011311416,0.000022707483,0.00006473361,0.0069980947],"genre_scores_gemma":[0.9917049,0.000043607193,0.003936518,0.0010960426,0.0000728798,0.00027415858,0.00012388863,0.000024479841,0.0027235413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820423,0.0002366173,0.00036425694,0.00045486577,0.00043582794,0.00030422842],"domain_scores_gemma":[0.9983848,0.0006413303,0.00019057168,0.00038093998,0.0002933688,0.00010899391],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025458125,0.000248553,0.00043007178,0.00012018722,0.00012542476,0.00004255418,0.00010986923,0.00012936126,0.0012777556],"category_scores_gemma":[0.0001559932,0.00016694689,0.000035084522,0.0004623754,0.00023430234,0.00005062333,0.00007581722,0.00033644636,0.000027367341],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00967912,0.0031013868,0.48135662,0.0015253125,0.0005494969,0.0022129386,0.005870812,0.0034916447,0.0010521892,0.00019769352,0.016713262,0.4742495],"study_design_scores_gemma":[0.013773708,0.0009356666,0.95620537,0.0011202899,0.000106396205,0.00012445882,0.0016895127,0.0050366526,0.0025455225,0.00001197165,0.018120745,0.00032971188],"about_ca_topic_score_codex":0.0003093047,"about_ca_topic_score_gemma":0.0009881592,"teacher_disagreement_score":0.47484875,"about_ca_system_score_codex":0.0007279904,"about_ca_system_score_gemma":0.0015732321,"threshold_uncertainty_score":0.9996352},"labels":[],"label_agreement":null},{"id":"W3175147500","doi":"10.1016/j.resuscitation.2021.06.009","title":"Prognostic association of frailty with post-arrest outcomes following cardiac arrest: A systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"Resuscitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Alberta; Kingston Health Sciences Centre; St. Joseph’s Healthcare Hamilton; University of Ottawa; Queen's University; McMaster University; Ottawa Hospital; Ted Rogers Centre for Heart Research; Impact","funders":"","keywords":"Medicine; MEDLINE; CINAHL; Meta-analysis; Observational study; Data extraction; Odds ratio; Confounding; Systematic review; Cardiopulmonary resuscitation; Sample size determination; Critical appraisal; Emergency medicine; Intensive care medicine; Internal medicine; Resuscitation; Psychological intervention; Pathology; Alternative medicine; Psychiatry","score_opus":0.05961342843850614,"score_gpt":0.3552821646390064,"score_spread":0.29566873620050027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175147500","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000018487337,0.9926904,0.000052712283,0.0008341044,0.00018162627,0.005840024,0.0002483447,0.000047305155,0.00008698647],"genre_scores_gemma":[0.00017873506,0.99461263,0.00086088973,0.0001717378,0.000028504284,0.0011261,0.0016426747,0.00006931895,0.0013093802],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9949764,0.0012025906,0.0016963996,0.0006337283,0.0012042809,0.00028662352],"domain_scores_gemma":[0.993507,0.0025999313,0.0020920944,0.00084459357,0.0008138334,0.0001425355],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016899774,0.0005666991,0.012684508,0.000457677,0.00006635042,0.000063906016,0.00014023134,0.00030232637,0.000027886119],"category_scores_gemma":[0.009050142,0.00035564404,0.0040404596,0.0018484177,0.000031093314,0.00015275445,0.000047721056,0.00035945707,0.00001489328],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013346797,0.000043209668,0.00062914274,0.7205958,0.27798647,0.00002338992,0.00009762912,8.156894e-7,1.5597765e-7,0.000017385626,0.00011388956,0.0004908394],"study_design_scores_gemma":[0.00017731533,0.00007191798,0.00064584817,0.14125863,0.8556349,0.0000027999206,0.00005524724,0.0000018329446,1.4818528e-7,0.0000023786206,0.0018869676,0.00026197778],"about_ca_topic_score_codex":0.00005727782,"about_ca_topic_score_gemma":0.00008242836,"teacher_disagreement_score":0.5793371,"about_ca_system_score_codex":0.0003301393,"about_ca_system_score_gemma":0.00039573517,"threshold_uncertainty_score":0.99988955},"labels":[],"label_agreement":null},{"id":"W3176639148","doi":"10.2196/28400","title":"Feasibility and Effects of Virtual Reality Motor-Cognitive Training in Community-Dwelling Older People With Cognitive Frailty: Pilot Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Frailty in Older Adults","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Cognitive training; Virtual reality; Physical medicine and rehabilitation; Gerontology; Psychology; Randomized controlled trial; Cognitive decline; Motor function; Cognitive impairment; Medicine; Physical therapy; Dementia; Computer science; Human–computer interaction; Psychiatry","score_opus":0.029354609333919094,"score_gpt":0.3159702620959412,"score_spread":0.2866156527620221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3176639148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98233575,0.000766336,0.0004931606,0.0002863453,0.00020416493,0.014756418,0.00004599672,0.00008904854,0.0010227641],"genre_scores_gemma":[0.9969793,0.00015557058,0.00013954005,0.00031611882,0.00011042785,0.0017934637,0.000119140255,0.000052683492,0.0003337647],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99426126,0.0032697248,0.0009746794,0.00052777753,0.00051159214,0.00045496953],"domain_scores_gemma":[0.9856812,0.01269622,0.00043184293,0.00041145374,0.00056369137,0.00021563683],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002044714,0.00043649945,0.003424846,0.00019276491,0.0001402724,0.000044605415,0.000100433164,0.00019046708,0.000044111413],"category_scores_gemma":[0.0075467275,0.00034295523,0.00030393142,0.0004019097,0.000612618,0.00015334306,0.00010204593,0.0009861254,0.0000027419314],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.946446,0.0017258618,0.0030479967,0.00074653915,0.0007907526,0.00016744694,0.0408894,0.0000028417353,0.000999849,0.000028566159,0.000009510005,0.0051452573],"study_design_scores_gemma":[0.9254387,0.00437073,0.047402833,0.0033797305,0.00078657723,0.00007993339,0.015474706,0.00026031988,0.0022824365,0.00020709402,0.0000031445722,0.00031379017],"about_ca_topic_score_codex":0.0005494284,"about_ca_topic_score_gemma":0.0021714328,"teacher_disagreement_score":0.044354837,"about_ca_system_score_codex":0.000092699935,"about_ca_system_score_gemma":0.0005364629,"threshold_uncertainty_score":0.99990225},"labels":[],"label_agreement":null},{"id":"W3177322038","doi":"10.1186/s13019-021-01541-8","title":"Frailty and pre-frailty in cardiac surgery: a systematic review and meta-analysis of 66,448 patients","year":2021,"lang":"en","type":"review","venue":"Journal of Cardiothoracic Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":166,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; University of Manitoba; University of Toronto","funders":"","keywords":"Medicine; Cardiac surgery; Hazard ratio; Odds ratio; Internal medicine; Meta-analysis; Cardiothoracic surgery; Confidence interval; Observational study; Surgery","score_opus":0.12320541911289609,"score_gpt":0.38788844923462007,"score_spread":0.264683030121724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177322038","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034830978,0.9965171,0.000015478998,0.0001461522,0.00038470025,0.0020802096,0.0004390656,0.000011610009,0.00005734067],"genre_scores_gemma":[0.00049371953,0.99840796,0.00012979924,0.00018639409,0.00010928657,0.0001301373,0.00018076225,0.00010476954,0.00025719535],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9861272,0.0044551394,0.00644829,0.00068444526,0.0017275659,0.00055738806],"domain_scores_gemma":[0.98221475,0.008951033,0.005653486,0.0013119926,0.0013195195,0.0005492118],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.0122021455,0.00095214025,0.052482694,0.0028678628,0.00004181294,0.00007019928,0.0002247383,0.0005614331,0.00012235837],"category_scores_gemma":[0.0114156185,0.00065129314,0.017592395,0.0032796303,0.0001623924,0.0002826007,0.00017623295,0.0010881666,0.000002005176],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001636124,0.00010963179,0.002243747,0.6939635,0.26936373,0.00029734106,0.000061015802,6.160782e-7,6.1197255e-8,4.9744426e-7,0.0025531915,0.03139031],"study_design_scores_gemma":[0.0000863483,0.00003664036,0.000842969,0.2071815,0.75651366,0.00044346406,0.000020920228,6.9566613e-7,8.214448e-7,0.0000011504106,0.034488063,0.00038379212],"about_ca_topic_score_codex":0.00003878186,"about_ca_topic_score_gemma":0.0000063786747,"teacher_disagreement_score":0.48714992,"about_ca_system_score_codex":0.0003306772,"about_ca_system_score_gemma":0.001337017,"threshold_uncertainty_score":0.99959385},"labels":[],"label_agreement":null},{"id":"W3177571747","doi":"10.1017/s0714980821000180","title":"Older Adults’ Perceptions of Frailty Language: A Scoping Review","year":2021,"lang":"en","type":"review","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; Memorial University of Newfoundland; McMaster University; Toronto Rehabilitation Institute; University of New Brunswick; University of Toronto; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Psychosocial; Gerontology; Perception; Meaning (existential); Psychology; Medicine; Psychiatry; Psychotherapist","score_opus":0.02536142532920598,"score_gpt":0.3126446007556333,"score_spread":0.2872831754264273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177571747","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042248802,0.99167037,0.000020892285,0.002921553,0.0010823316,0.0023718486,0.00029043408,0.000028504264,0.0011915781],"genre_scores_gemma":[0.0003076926,0.99402577,0.0003504049,0.001787114,0.00087517034,0.0001716013,0.0005431376,0.00019589602,0.0017432105],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99509543,0.00051735545,0.0019761825,0.00081911153,0.00032195146,0.0012699498],"domain_scores_gemma":[0.9934194,0.0003007129,0.0010281433,0.0012259085,0.0006774077,0.0033484474],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011537716,0.00085897726,0.0036880097,0.0011168161,0.00033940803,0.00012225991,0.00060698396,0.0003813128,0.0043661417],"category_scores_gemma":[0.0014797855,0.0007942283,0.0013943332,0.0010113218,0.00017753341,0.0001102069,0.000053802534,0.0018815199,0.00007487687],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027827189,0.00007163429,0.000056148587,0.21839298,0.0005138693,0.0073084887,0.0030559849,0.0000024265723,4.282363e-7,0.00010865923,0.019054994,0.7514316],"study_design_scores_gemma":[0.00038767015,0.00009425929,0.000051036695,0.553933,0.0011567696,0.0058343667,0.00055558706,0.0000022431107,4.3079496e-7,6.747216e-7,0.43759552,0.0003884469],"about_ca_topic_score_codex":0.012134066,"about_ca_topic_score_gemma":0.21826722,"teacher_disagreement_score":0.75104314,"about_ca_system_score_codex":0.0028064852,"about_ca_system_score_gemma":0.00786833,"threshold_uncertainty_score":0.99945086},"labels":[],"label_agreement":null},{"id":"W3177661768","doi":"10.1007/s11912-021-01097-9","title":"Determination of Biological Age: Geriatric Assessment vs Biological Biomarkers","year":2021,"lang":"en","type":"review","venue":"Current Oncology Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":161,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Biological age; Medicine; Grading (engineering); Proxy (statistics); Adverse effect; Intensive care medicine; Gerontology; Internal medicine","score_opus":0.19956993704534065,"score_gpt":0.483372542212767,"score_spread":0.28380260516742634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177661768","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042081444,0.99027944,0.00025321273,0.00010524337,0.0049328622,0.0020641866,0.000033316934,0.00011193025,0.0017990178],"genre_scores_gemma":[0.00024024016,0.99172056,0.0041523576,0.000028687204,0.00051551213,0.00041242453,0.0027207283,0.0000432843,0.00016622753],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943492,0.0009124986,0.0025658517,0.0012198635,0.00042839564,0.00052418467],"domain_scores_gemma":[0.99526465,0.0007792435,0.002389463,0.000925845,0.00036020338,0.00028060234],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001247589,0.00065632514,0.004646208,0.00047992545,0.00006443998,0.000016878908,0.00021337153,0.0015081712,0.00044321432],"category_scores_gemma":[0.0017803219,0.00045425957,0.001261813,0.000779911,0.00047607048,0.000042362775,0.00035935908,0.0010566841,0.000017967875],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011941853,0.0011256572,0.0017754586,0.0066766185,0.00026735174,0.008022517,0.00001637417,2.4307392e-8,0.0000074790387,0.00002093994,0.0033481852,0.97872746],"study_design_scores_gemma":[0.00044316956,0.0012744254,0.0020909365,0.007597242,0.0015585498,0.011163014,0.000012937999,0.000002954233,0.000003333209,0.000044295168,0.9754778,0.0003313448],"about_ca_topic_score_codex":0.00000441279,"about_ca_topic_score_gemma":0.0000017498647,"teacher_disagreement_score":0.9783961,"about_ca_system_score_codex":0.0009420343,"about_ca_system_score_gemma":0.002462668,"threshold_uncertainty_score":0.9997909},"labels":[],"label_agreement":null},{"id":"W3178687183","doi":"10.2196/28023","title":"Effect of Interventions With a Clinical Decision Support System for Hospitalized Older Patients: Systematic Review Mapping Implementation and Design Factors","year":2021,"lang":"en","type":"review","venue":"JMIR Medical Informatics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Medicine; Checklist; MEDLINE; Clinical decision support system; Systematic review; Guideline; Scopus; Delirium; Decision support system; Intensive care medicine; Nursing; Psychology; Data mining; Computer science","score_opus":0.06943883795515862,"score_gpt":0.45889776593025844,"score_spread":0.38945892797509984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178687183","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023390481,0.92344415,0.04473753,0.000017353661,0.00036898928,0.030933762,0.00015424287,0.00008143093,0.000028631835],"genre_scores_gemma":[0.000064134634,0.98772234,0.006437754,0.00010479116,0.000045781973,0.0032668696,0.0022637618,0.000065454566,0.000029087973],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99121547,0.00075805304,0.0061142384,0.00026342363,0.001321638,0.00032716218],"domain_scores_gemma":[0.9915859,0.0040343185,0.0028185633,0.0006339477,0.00048681855,0.00044042172],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0042288033,0.0005580807,0.0064495876,0.00025948967,0.000060105212,0.000039024977,0.00026340265,0.0004935366,0.00010719817],"category_scores_gemma":[0.0037553678,0.00031261687,0.0013037515,0.00041636828,0.00012925775,0.00018520933,0.00014688398,0.00048220815,0.00001045115],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016980108,0.00009715357,0.00008202382,0.80188555,0.0006995452,0.000006630626,0.00024267437,7.840691e-9,6.491248e-10,0.000007090301,0.0020456566,0.1949167],"study_design_scores_gemma":[0.004301889,0.0031928087,0.000021803897,0.9731508,0.010518333,0.00015493846,0.0005568435,0.000056612455,4.5904847e-7,3.1121948e-7,0.00778054,0.00026465405],"about_ca_topic_score_codex":0.0000017794115,"about_ca_topic_score_gemma":7.897334e-7,"teacher_disagreement_score":0.19465204,"about_ca_system_score_codex":0.00021687518,"about_ca_system_score_gemma":0.0005557864,"threshold_uncertainty_score":0.9999326},"labels":[],"label_agreement":null},{"id":"W3180874390","doi":"10.1093/fampra/cmab055","title":"Frailty screening in older adults: is annual screening necessary in primary care?","year":2021,"lang":"en","type":"article","venue":"Family Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Family Medicine; Impact; Research Institute for Aging; McMaster University; University of Waterloo","funders":"","keywords":"Medicine; Grip strength; Logistic regression; Risk assessment; Preferred walking speed; Gait; Physical therapy; Prospective cohort study; Hand strength; Cohort study; Physical medicine and rehabilitation; Gerontology; Internal medicine","score_opus":0.025689272021767094,"score_gpt":0.30477724436977355,"score_spread":0.2790879723480065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3180874390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8807639,0.017316021,0.0027814559,0.013322404,0.0005687633,0.0012542615,0.0001835617,0.00024063842,0.08356901],"genre_scores_gemma":[0.8600844,0.0007730282,0.09507528,0.040415082,0.0004678043,0.000096429445,0.00061569177,0.00014234285,0.0023299537],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9964854,0.0003753989,0.0007308917,0.00087454956,0.00085413764,0.00067960937],"domain_scores_gemma":[0.99712014,0.0010488376,0.00023502826,0.00076975767,0.000605591,0.00022064267],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00061256037,0.00035312324,0.00059927977,0.00033129146,0.00008340272,0.000063483436,0.00022663153,0.00031899917,0.00014797821],"category_scores_gemma":[0.0023709442,0.00039412832,0.000120916426,0.0012278298,0.00007044764,0.0015811739,0.00029172684,0.0014512514,0.0000918326],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050996155,0.0022910468,0.37695536,0.0022806027,0.00033993128,0.017979195,0.06886681,0.00028676423,0.0024853274,0.00004229114,0.042315926,0.4810571],"study_design_scores_gemma":[0.009714614,0.00015588467,0.83297306,0.0036228478,0.00012053003,0.00042819316,0.08608146,0.00041159056,0.0007279705,0.000006069916,0.06528694,0.00047082044],"about_ca_topic_score_codex":0.0018983604,"about_ca_topic_score_gemma":0.0003621823,"teacher_disagreement_score":0.4805863,"about_ca_system_score_codex":0.0002504581,"about_ca_system_score_gemma":0.00053374376,"threshold_uncertainty_score":0.99985105},"labels":[],"label_agreement":null},{"id":"W3183801607","doi":"10.1007/s40520-021-01908-w","title":"Frailty predicts failure to discharge patients home from a subacute-care unit: a 3-year Italian experience","year":2021,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Università degli Studi di Milano-Bicocca; Università degli Studi di Milano","keywords":"Medicine; Delirium; Comorbidity; Logistic regression; Dementia; Cohort; Observational study; Emergency medicine; Retrospective cohort study; Pediatrics; Physical therapy; Internal medicine; Intensive care medicine; Disease","score_opus":0.14142504838811915,"score_gpt":0.4696342056969752,"score_spread":0.3282091573088561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183801607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933869,0.00089541596,0.0000062816844,0.0034647773,0.0003257689,0.0005662767,0.00013325358,0.000070891714,0.0011504351],"genre_scores_gemma":[0.995298,0.00006787077,0.0013520196,0.0009197049,0.00037763306,0.00011126912,0.0003018435,0.00004315688,0.0015284894],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963061,0.00030419245,0.000538093,0.0009637968,0.0011764199,0.000711404],"domain_scores_gemma":[0.99728173,0.0005103017,0.000038783746,0.00065606623,0.00045960638,0.0010535199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003407507,0.00023041877,0.00045214343,0.00011245408,0.0002761416,0.00014021894,0.00026804185,0.00018887248,0.0007190593],"category_scores_gemma":[0.0012022344,0.00020037287,0.00013201215,0.0005021543,0.00047182172,0.00020117896,0.0008834518,0.00080653565,0.0003249855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043149292,0.00091102405,0.95946765,0.00006200195,0.00008256106,0.00024656285,0.02122395,2.075762e-7,0.0074596135,0.00005918148,0.005539902,0.0045158616],"study_design_scores_gemma":[0.01013713,0.0025670242,0.7995373,0.0012306933,0.000037086626,0.000020656129,0.056242034,0.00007345423,0.08237683,0.00012609398,0.047047753,0.00060393964],"about_ca_topic_score_codex":0.0003280364,"about_ca_topic_score_gemma":0.000073870375,"teacher_disagreement_score":0.15993033,"about_ca_system_score_codex":0.00008830588,"about_ca_system_score_gemma":0.00017570646,"threshold_uncertainty_score":0.8170969},"labels":[],"label_agreement":null},{"id":"W3183875231","doi":"10.2196/17411","title":"Evaluating the Validity and Utility of Wearable Technology for Continuously Monitoring Patients in a Hospital Setting: Systematic Review","year":2021,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Frailty in Older Adults","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"University of Toronto; University Health Network Foundation; University Health Network","keywords":"Wearable computer; Medicine; mHealth; Wearable technology; Computer science; Psychological intervention; Nursing; Embedded system","score_opus":0.14972601681632375,"score_gpt":0.47702456496367396,"score_spread":0.3272985481473502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3183875231","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0076883035,0.97595066,0.0000038075802,0.0011583628,0.00024305795,0.014846459,0.000062731924,0.00003200137,0.0000146276625],"genre_scores_gemma":[0.002657639,0.9944744,0.0006022579,0.00011261263,0.000082140854,0.0019324862,0.000045847188,0.000041106632,0.000051497544],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99568903,0.0007265671,0.002021276,0.00060537807,0.00038859455,0.0005691625],"domain_scores_gemma":[0.9961854,0.0010633501,0.0014909778,0.0006771778,0.00036585826,0.00021718732],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0036471183,0.00038046538,0.004140189,0.00018398695,0.00015596816,0.000015780746,0.00016365602,0.00034099247,0.0000029867444],"category_scores_gemma":[0.004072315,0.00025144356,0.00019532614,0.00054327067,0.00011791469,0.000044798548,0.00011898131,0.0007565295,8.9715286e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006827749,0.00013006252,0.0023654392,0.7892596,0.000026974838,0.0000016802326,0.00015678813,3.925759e-9,1.0645073e-8,0.0000052858245,0.00013538689,0.20791191],"study_design_scores_gemma":[0.0010885783,0.0015335246,0.0014284959,0.98844755,0.0022403896,0.000052380456,0.00020220931,0.00003737322,2.5212265e-7,0.000029435043,0.0047482178,0.00019160824],"about_ca_topic_score_codex":0.00007360222,"about_ca_topic_score_gemma":0.000010616866,"teacher_disagreement_score":0.2077203,"about_ca_system_score_codex":0.00017901702,"about_ca_system_score_gemma":0.0011504064,"threshold_uncertainty_score":0.9999938},"labels":[],"label_agreement":null},{"id":"W3184167435","doi":"10.9778/cmajo.20200034","title":"Association between preoperative frailty and outcomes among adults undergoing cardiac surgery: a prospective cohort study","year":2021,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Alberta Health; University of Calgary; University of Alberta; Alberta Health Services","funders":"","keywords":"Medicine; Interquartile range; Prospective cohort study; Confidence interval; Perioperative; Cohort; Cardiac surgery; Internal medicine; Cohort study; Surgery","score_opus":0.026623906184683417,"score_gpt":0.31375334540416233,"score_spread":0.2871294392194789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184167435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9872586,0.00008686385,0.000014304889,0.0012793442,0.00023409569,0.0045159524,0.000071526454,0.00006973945,0.00646955],"genre_scores_gemma":[0.9868084,0.000037712107,0.00020740576,0.00014445497,0.00014473865,0.00039965982,0.00015409055,0.000039658564,0.012063863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99772143,0.00035092016,0.00040463769,0.0006730198,0.000523763,0.0003262038],"domain_scores_gemma":[0.9974288,0.0012813892,0.00019280339,0.0004497759,0.00046595457,0.0001813028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092892663,0.00024546028,0.0010784342,0.000067276356,0.00019755293,0.00024328359,0.0001292858,0.00013643288,0.0001204788],"category_scores_gemma":[0.0028612122,0.00021973132,0.000118906915,0.00031640663,0.000047104735,0.00046419582,0.00042107888,0.00031349293,0.00003630065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041742514,0.00019835861,0.98908633,0.000046104866,0.0019756742,0.00005094742,0.004395936,4.986591e-7,0.000006879103,0.000007787798,0.0031549314,0.0010347923],"study_design_scores_gemma":[0.0018272409,0.00018387777,0.9923432,0.00026761214,0.0006229278,0.0000025543152,0.0037773738,0.0000074022096,0.0005227357,0.00004958425,0.00015577758,0.00023969787],"about_ca_topic_score_codex":0.0030668525,"about_ca_topic_score_gemma":0.0055252304,"teacher_disagreement_score":0.0055943127,"about_ca_system_score_codex":0.0005094174,"about_ca_system_score_gemma":0.0003975393,"threshold_uncertainty_score":0.8960383},"labels":[],"label_agreement":null},{"id":"W3184327321","doi":"10.4103/jfmpc.jfmpc_1543_20","title":"Assessment of frailty and outcome of an ethnogeriatric population in periurban slums of Delhi, India – An interventional strategy in a primary health care setting","year":2021,"lang":"en","type":"article","venue":"Journal of Family Medicine and Primary Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Cohort; Psychological intervention; Gerontology; Population; Health care; New delhi; Environmental health; Psychiatry; Nursing","score_opus":0.056325311980583895,"score_gpt":0.39293290784292756,"score_spread":0.3366075958623437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184327321","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806634,0.017992014,0.0000284529,0.00041573413,0.00012550395,0.0002400698,0.000054186236,0.0000031805932,0.00047746385],"genre_scores_gemma":[0.9951073,0.00043623548,0.0034174356,0.00047209117,0.00011731822,0.0000018852011,0.00042540522,0.00001556846,0.000006748989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970415,0.0002883968,0.001671132,0.00020839868,0.000620764,0.00016977984],"domain_scores_gemma":[0.9980033,0.00012473411,0.0009571347,0.00019216133,0.0005474207,0.00017524457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008683408,0.00016686776,0.0010480575,0.0005618673,0.000022685603,0.0000051916554,0.00008644327,0.00012431265,0.000015798265],"category_scores_gemma":[0.00012595953,0.00014114864,0.0000921304,0.0003674404,0.0000943458,0.00025826495,0.000051407285,0.00047864646,1.2246956e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020967898,0.0002605492,0.93362755,0.0053699273,0.000047057714,0.00012981481,0.007764588,0.000055277316,0.006214986,0.000013217841,0.00005155359,0.046255816],"study_design_scores_gemma":[0.0052490355,0.0040617404,0.96132344,0.0025032288,0.00008499327,0.00016218994,0.026341163,0.000043749707,0.000096401134,0.00002813774,0.000017144732,0.00008877366],"about_ca_topic_score_codex":0.00071698806,"about_ca_topic_score_gemma":0.00042838746,"teacher_disagreement_score":0.046167042,"about_ca_system_score_codex":0.0003796506,"about_ca_system_score_gemma":0.0008788472,"threshold_uncertainty_score":0.57558745},"labels":[],"label_agreement":null},{"id":"W3184538460","doi":"10.1177/21501327211034807","title":"Customizing a Program for Older Adults Living with Frailty in Primary Care","year":2021,"lang":"en","type":"article","venue":"Journal of Primary Care & Community Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Athabasca University; University of Alberta","funders":"","keywords":"Medicine; Mandate; Gerontology; Primary care; Medical prescription; Health care; Medical home; Nursing; Family medicine","score_opus":0.02761331414840101,"score_gpt":0.3264655475001421,"score_spread":0.2988522333517411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3184538460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9704899,0.0175895,0.00039763146,0.00256011,0.00034080938,0.0019485641,0.00005013173,0.000087957116,0.0065353937],"genre_scores_gemma":[0.937164,0.0006636382,0.05688771,0.004436402,0.00028116594,0.00006087199,0.00034149515,0.000088934736,0.00007577474],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99639726,0.0008347689,0.0011242096,0.0002584803,0.0007201665,0.00066511985],"domain_scores_gemma":[0.9949204,0.0009237852,0.0007374337,0.0009203265,0.002015505,0.00048260365],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0011508791,0.00033507455,0.0012499887,0.00033558064,0.0003933077,0.00006213907,0.00040168106,0.00018778503,0.000018669862],"category_scores_gemma":[0.0004672463,0.00029176215,0.00029182943,0.0005401873,0.000101816986,0.0003353694,0.0002381906,0.0027108828,0.0000015917278],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0014192691,0.0020463094,0.098729715,0.024791483,0.00017017884,0.0003252184,0.0804772,0.00004166837,0.00012479597,0.000007090983,0.0016607005,0.7902064],"study_design_scores_gemma":[0.012419177,0.0050825416,0.8649627,0.031903937,0.000142998,0.0016098039,0.076605104,0.000021561807,0.00013821991,0.000008658461,0.0067470423,0.00035827348],"about_ca_topic_score_codex":0.0012877631,"about_ca_topic_score_gemma":0.008757426,"teacher_disagreement_score":0.7898481,"about_ca_system_score_codex":0.0059948433,"about_ca_system_score_gemma":0.009138119,"threshold_uncertainty_score":0.99995345},"labels":[],"label_agreement":null},{"id":"W3185329536","doi":"10.1016/j.jceh.2021.07.003","title":"A Comparison of Different Frailty Scores and Impact of Frailty on Outcome in Patients With Cirrhosis","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical and Experimental Hepatology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Cirrhosis; Outcome (game theory); Gerontology; Internal medicine; Intensive care medicine","score_opus":0.10956238733118816,"score_gpt":0.4654361517432826,"score_spread":0.35587376441209445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185329536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987098,0.00064313563,0.0000043590135,0.00027359827,0.00015410488,0.00011531993,0.000011280852,0.0000021047863,0.00008627368],"genre_scores_gemma":[0.99944556,0.000055536042,0.00031151195,0.00012646805,0.000033982986,0.000001277163,0.0000051339257,0.000009543343,0.000011003185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774563,0.00014769021,0.0014991639,0.00017532102,0.00027909197,0.00015307884],"domain_scores_gemma":[0.99845594,0.00042933435,0.00061700924,0.00014812345,0.00014957761,0.00019998665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015844405,0.00015280601,0.0014919017,0.00010535223,0.0000151387785,0.000003954914,0.000059780414,0.00015122033,0.00008824353],"category_scores_gemma":[0.0003012889,0.0000927047,0.00020277424,0.00008001003,0.00034275462,0.000051069732,0.0000667859,0.00039531116,4.712747e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004783773,0.003910908,0.98706263,0.00006023052,0.00019250349,0.000046162153,0.00035634777,0.0000014039642,0.0006874517,0.000024257359,0.00010360401,0.0027707024],"study_design_scores_gemma":[0.010218016,0.01230473,0.96237004,0.00030292914,0.00006325809,0.00005703047,0.0002281325,0.0000772767,0.014246085,0.000041431686,0.000013638361,0.000077431476],"about_ca_topic_score_codex":0.000060508773,"about_ca_topic_score_gemma":0.00002963476,"teacher_disagreement_score":0.024692615,"about_ca_system_score_codex":0.000034035365,"about_ca_system_score_gemma":0.00008247265,"threshold_uncertainty_score":0.3780388},"labels":[],"label_agreement":null},{"id":"W3185362152","doi":"10.2196/26425","title":"Physical Comorbidities and Their Relationship with Cancer Treatment and Its Outcomes in Older Adult Populations: Systematic Review","year":2021,"lang":"en","type":"review","venue":"JMIR Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"University of New England; Hunter New England Local Health District","keywords":"Comorbidity; Medicine; Cancer; MEDLINE; Cancer registry; Clinical trial; Internal medicine; Gerontology; Physical therapy","score_opus":0.10543956740201275,"score_gpt":0.41506570840401913,"score_spread":0.30962614100200636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185362152","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00067920145,0.9909213,7.452055e-7,0.001139182,0.00009660482,0.0068097604,0.00025712972,0.000037423903,0.000058634985],"genre_scores_gemma":[0.0009361528,0.98169774,0.000021083162,0.00028885066,0.000120511664,0.013445055,0.00017490973,0.00006978514,0.003245898],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99815017,0.00023532713,0.0006723509,0.00049015466,0.00021344094,0.00023856091],"domain_scores_gemma":[0.998533,0.00039803973,0.00036622895,0.00042547783,0.00015610407,0.00012116679],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00007843011,0.0005597298,0.0038456025,0.00013659072,0.00006314351,0.00003229292,0.00006594727,0.00015533975,0.00006196628],"category_scores_gemma":[0.00014777613,0.00030415907,0.00022286293,0.00034422372,0.00006174076,0.0001001608,0.000035713412,0.00031693076,0.000005612507],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004047562,0.00014938833,0.0041612335,0.96779186,0.0005130096,0.000025643225,0.00087294413,5.2651296e-7,2.9172249e-8,0.00023257268,0.0004227391,0.02582603],"study_design_scores_gemma":[0.00093541,0.000096158634,0.0025166557,0.9772021,0.0040113917,0.0001228182,0.00012817225,0.000018627212,3.299843e-7,0.000009628872,0.014595808,0.00036289456],"about_ca_topic_score_codex":0.0003601374,"about_ca_topic_score_gemma":0.0017186039,"teacher_disagreement_score":0.025463134,"about_ca_system_score_codex":0.0006087176,"about_ca_system_score_gemma":0.00041291417,"threshold_uncertainty_score":0.99994105},"labels":[],"label_agreement":null},{"id":"W3185571133","doi":"10.26420/gerontolgeriatrres.2021.1055","title":"The Role of Artificial Intelligence in Revolutionizing Frailty Diagnosis and Patient Care","year":2021,"lang":"en","type":"article","venue":"Gerontology & Geriatrics Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Artificial intelligence; Multidisciplinary approach; Scale (ratio); Computer science; Multitude; Health care; Deep learning; Convolutional neural network; Machine learning","score_opus":0.10591772980407065,"score_gpt":0.39312775678952744,"score_spread":0.2872100269854568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185571133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9193347,0.07548692,0.00010041929,0.0026062822,0.00019266574,0.00048623487,0.000010516163,0.000014219293,0.0017680366],"genre_scores_gemma":[0.9936512,0.0046457443,0.0014133708,0.00002860846,0.00007122326,0.000116704934,0.00000987845,0.000012667023,0.000050614653],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976937,0.00042771493,0.00045731477,0.0003664138,0.00052125525,0.0005336071],"domain_scores_gemma":[0.9972437,0.0012240376,0.000064947206,0.00045980676,0.00089491485,0.00011258269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006444162,0.00010242933,0.00027242833,0.0002090902,0.0002296019,0.000027997303,0.00015335692,0.00018073243,0.00006401916],"category_scores_gemma":[0.0030263686,0.000085732616,0.00005145674,0.0008246389,0.0004241007,0.000047516034,0.00029260892,0.000601923,0.000014827649],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017503093,0.00016834322,0.07084287,0.00011384007,0.00002966058,0.00013693128,0.0060217846,0.000011193709,0.001848597,0.005321591,0.0002713877,0.9150588],"study_design_scores_gemma":[0.0020312786,0.004712459,0.38205916,0.00084774126,0.0001733339,0.00060056365,0.2588006,0.0045679696,0.1944099,0.06984828,0.08099245,0.00095625565],"about_ca_topic_score_codex":0.0006258901,"about_ca_topic_score_gemma":0.0031259719,"teacher_disagreement_score":0.9141025,"about_ca_system_score_codex":0.00022629465,"about_ca_system_score_gemma":0.00041587747,"threshold_uncertainty_score":0.36230645},"labels":[],"label_agreement":null},{"id":"W3185927626","doi":"10.7748/nop.2021.e1327","title":"Frailty assessment and interventions for community-dwelling older adults: a rapid review","year":2021,"lang":"en","type":"review","venue":"Nursing Older People","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University Health Network","funders":"","keywords":"Psychological intervention; Gerontology; Vulnerability (computing); Older people; Medicine; Aging in place; Frailty syndrome; Population ageing; Health care; Population; Frailty Index; Environmental health; Nursing","score_opus":0.13633388994071877,"score_gpt":0.4531637815715384,"score_spread":0.31682989163081965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185927626","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009645785,0.9848922,0.0053379126,0.0017924071,0.0009454029,0.0058763293,0.00023027437,0.00017435421,0.0007414659],"genre_scores_gemma":[0.000026232507,0.9842694,0.008259921,0.0006070989,0.0003312549,0.0011420479,0.0038178235,0.00021121802,0.0013350105],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9956265,0.0008522912,0.0015793849,0.0008164326,0.00046941618,0.0006559828],"domain_scores_gemma":[0.99580836,0.0011899848,0.0006698299,0.0015289366,0.0004565072,0.0003463967],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011467725,0.00082097517,0.0042839674,0.00031644263,0.0005254206,0.00012422299,0.0003733179,0.0005003362,0.00059460924],"category_scores_gemma":[0.0005063087,0.00074553484,0.001954114,0.0006715745,0.0001560173,0.00014228853,0.00014177868,0.001962497,0.00002148533],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037402233,0.00066034327,0.0000066288417,0.30947965,0.00027792514,0.0000071465347,0.0009140417,4.5488004e-8,7.099387e-8,0.0000328697,0.025092663,0.66352487],"study_design_scores_gemma":[0.0010291281,0.0002015515,0.00013139023,0.5805148,0.0051472997,0.00040172052,0.00046552412,0.000021595795,3.7328087e-7,0.000014887728,0.41167343,0.00039830356],"about_ca_topic_score_codex":0.00007155124,"about_ca_topic_score_gemma":0.000090421105,"teacher_disagreement_score":0.6631266,"about_ca_system_score_codex":0.000618966,"about_ca_system_score_gemma":0.0006968811,"threshold_uncertainty_score":0.99949956},"labels":[],"label_agreement":null},{"id":"W3185945686","doi":"10.1016/j.bja.2021.05.037","title":"Standardized Assessment of Global activities in the Elderly scale in adult cardiac surgery patients","year":2021,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; McMaster University; Population Health Research Institute","funders":"Abbott Diagnostics; Octapharma; Philips Oral Healthcare; Covidien; Hamilton Health Sciences; Roche; AstraZeneca; Bayer; Boehringer Ingelheim","keywords":"Activities of daily living; SAGE; Medicine; Convergent validity; Observational study; Physical therapy; Reliability (semiconductor); Confidence interval; Concurrent validity; Gerontology; Internal medicine; Physical medicine and rehabilitation; Psychometrics; Clinical psychology","score_opus":0.00973570135277986,"score_gpt":0.2715718247345192,"score_spread":0.26183612338173934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185945686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99651146,0.001141886,0.000024781213,0.001161857,0.00017177113,0.00016391043,0.000058904483,0.00000389574,0.0007615481],"genre_scores_gemma":[0.9970564,0.0016924796,0.0009308234,0.000209435,0.000066788234,0.0000042815827,0.000011532801,0.000011891096,0.00001634863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975379,0.00045197515,0.0007712787,0.00013713288,0.0008617161,0.00024000407],"domain_scores_gemma":[0.9987822,0.00015944999,0.00031001988,0.00017481702,0.00049285043,0.00008061552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009457446,0.00011616428,0.000744144,0.0000875332,0.000028161652,0.000050027367,0.0001289302,0.00008168093,0.000022671138],"category_scores_gemma":[0.00038784838,0.00010882522,0.00030488495,0.00044542085,0.0000841812,0.00020090949,0.00001954684,0.00036247153,3.8470154e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011515983,0.00052021834,0.8190969,0.00006621167,0.000049569517,0.0019959242,0.00018995209,0.0000063338784,0.00002935548,0.000018505629,0.0033183584,0.17459351],"study_design_scores_gemma":[0.0020369454,0.00047712374,0.99190086,0.0018990496,0.0000573027,0.0011070552,0.0016180067,0.0000054204534,0.00022396892,0.00009179552,0.00048748788,0.0000949829],"about_ca_topic_score_codex":0.00044269793,"about_ca_topic_score_gemma":0.0010296976,"teacher_disagreement_score":0.17449853,"about_ca_system_score_codex":0.00027882718,"about_ca_system_score_gemma":0.0008088187,"threshold_uncertainty_score":0.44377637},"labels":[],"label_agreement":null},{"id":"W3186272364","doi":"10.1037/prj0000496","title":"Old before their time: Comparisons of people with SMI and healthy older adults.","year":2021,"lang":"en","type":"article","venue":"Psychiatric Rehabilitation Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"PsycINFO; Gerontology; Medicine; Psychology; Population; Test (biology); MEDLINE","score_opus":0.005132184905873302,"score_gpt":0.25588295383593523,"score_spread":0.25075076893006193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186272364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9548567,0.0020727392,0.0010876788,0.040749904,0.00029194562,0.0004214781,0.000015691458,0.000028031713,0.00047586],"genre_scores_gemma":[0.9436652,0.00012651086,0.05499099,0.00045812165,0.00023560414,0.000013411793,0.000022119555,0.000030143667,0.0004578737],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826556,0.00015273094,0.0006344922,0.00028086212,0.00041640553,0.000249924],"domain_scores_gemma":[0.9979958,0.00035720965,0.00032571604,0.00031781642,0.00070807326,0.00029539262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039088237,0.0001745412,0.00046319317,0.0002242056,0.00014200962,0.000027731598,0.00007350667,0.00008275035,0.00032834313],"category_scores_gemma":[0.00032691148,0.00012766538,0.00013042,0.00067916885,0.000108188695,0.00014219953,0.000020840087,0.00041625983,0.000012157879],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010093934,0.00096824014,0.9386844,0.0008698582,0.00014413292,0.000009937493,0.015146712,0.000030104271,0.00006689186,0.00017145312,0.031038687,0.011860196],"study_design_scores_gemma":[0.0064938334,0.0029540902,0.9783997,0.0004740819,0.00010583288,0.0014854104,0.007248842,0.0005916541,0.000027443568,0.0003416971,0.0017393737,0.00013804845],"about_ca_topic_score_codex":0.000018298697,"about_ca_topic_score_gemma":0.00007599177,"teacher_disagreement_score":0.053903308,"about_ca_system_score_codex":0.00006481681,"about_ca_system_score_gemma":0.0003749054,"threshold_uncertainty_score":0.5206043},"labels":[],"label_agreement":null},{"id":"W3186940345","doi":"10.1136/bmjopen-2020-047945","title":"Frailty differences across population characteristics associated with health inequality: a cross-sectional analysis of baseline data from the Canadian Longitudinal Study on Aging (CLSA)","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Waterloo; McMaster University; Impact","funders":"Government of Canada; Canadian Institutes of Health Research; Institut National de Santé Publique du Québec; University of Guelph","keywords":"Medicine; Residence; Gerontology; Demography; Cross-sectional study; Population; Inequality; Longitudinal study; Household income; Environmental health","score_opus":0.4534684226611222,"score_gpt":0.5211462246569811,"score_spread":0.06767780199585893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186940345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98541135,0.000013300678,0.0001310617,0.0036001534,0.00011946632,0.0019528683,0.008714076,0.00001543634,0.000042283427],"genre_scores_gemma":[0.9767232,0.0000015479588,0.00013941062,0.0010513045,0.00013507114,0.000063663574,0.021630315,0.000016264194,0.00023923728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970697,0.0005348978,0.0006954157,0.0005806088,0.00081146555,0.0003079126],"domain_scores_gemma":[0.996905,0.000605804,0.00050891115,0.0013624828,0.00041598748,0.0002017631],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027020446,0.00017385167,0.0007301149,0.00008642674,0.00043093084,0.00033165817,0.00057210925,0.000072723,0.0003107861],"category_scores_gemma":[0.0027246356,0.00012200791,0.000057004585,0.0009790112,0.0000674392,0.00017757149,0.00039215645,0.00028770728,0.0000046117584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018405434,0.0003854609,0.995469,0.000015076511,0.001762808,0.00004729819,0.0012452593,0.000032939668,0.000002384289,0.000006694747,0.00023505311,0.0006140233],"study_design_scores_gemma":[0.0014320455,0.00023884905,0.993321,0.0002539492,0.00042829826,0.0000040701175,0.00086425594,0.0032909515,0.0000027597287,0.000008804592,0.000021039321,0.00013395697],"about_ca_topic_score_codex":0.6257689,"about_ca_topic_score_gemma":0.973322,"teacher_disagreement_score":0.3475531,"about_ca_system_score_codex":0.00034842722,"about_ca_system_score_gemma":0.0011552667,"threshold_uncertainty_score":0.4975338},"labels":[],"label_agreement":null},{"id":"W3186980837","doi":"10.1016/j.mad.2021.111546","title":"Sex differences in frailty: Comparisons between humans and preclinical models","year":2021,"lang":"en","type":"review","venue":"Mechanisms of Ageing and Development","topic":"Frailty in Older Adults","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Institute of Population and Public Health; Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Frailty Index; Gerontology; Stressor; Medicine; Healthy aging; Longevity; Clinical psychology","score_opus":0.22983135520019843,"score_gpt":0.38213950103035743,"score_spread":0.152308145830159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3186980837","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013897703,0.98431027,0.013117812,0.00006860472,0.00009683969,0.0006909393,0.000023183762,0.000039291113,0.00026329115],"genre_scores_gemma":[0.0056682373,0.9550926,0.03825061,0.00003536416,0.000045751036,0.000071061186,0.00015979452,0.000040452425,0.0006361256],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99747,0.0001365403,0.0011270591,0.0006047494,0.00036236073,0.00029926279],"domain_scores_gemma":[0.99879235,0.00043218734,0.00026918933,0.00027364574,0.00004936395,0.00018326809],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005069563,0.00040332353,0.0030025826,0.00023675816,0.00007385619,0.0000331516,0.00013263998,0.00038717443,0.000025091787],"category_scores_gemma":[0.00009299064,0.00032916525,0.000111428555,0.00014573468,0.000074622105,0.000044128352,0.00028916003,0.00053677685,0.0000028485897],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037301297,0.00011112742,0.0006430737,0.011196109,0.00032894182,0.00010485678,0.0009360383,3.686828e-7,7.723047e-7,0.00037497646,0.00010681945,0.9861932],"study_design_scores_gemma":[0.004897677,0.001010479,0.014263008,0.2866133,0.002937143,0.00021847492,0.001692811,0.00022040073,0.00025347844,0.005281069,0.6797699,0.002842328],"about_ca_topic_score_codex":0.000054988104,"about_ca_topic_score_gemma":0.000055554123,"teacher_disagreement_score":0.9833509,"about_ca_system_score_codex":0.00006693479,"about_ca_system_score_gemma":0.0004712072,"threshold_uncertainty_score":0.999916},"labels":[],"label_agreement":null},{"id":"W3187068464","doi":"10.1161/jaha.120.020219","title":"The Essential Frailty Toolset in Older Adults Undergoing Coronary Artery Bypass Surgery","year":2021,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Hazard ratio; Artery; Bypass grafting; Proportional hazards model; Cohort; Conventional PCI; Surgery; Coronary artery bypass surgery; Internal medicine; Cardiology; Myocardial infarction; Confidence interval","score_opus":0.012896941957379034,"score_gpt":0.27457195261954653,"score_spread":0.2616750106621675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3187068464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95925707,0.00030362912,0.000033156004,0.039048232,0.0011223395,0.00011239207,0.0000056199074,0.000010624096,0.00010693853],"genre_scores_gemma":[0.9955256,0.0002879727,0.00016856057,0.002273657,0.0005434984,0.000003832469,0.0000045418233,0.00002030949,0.0011720475],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974636,0.00056579226,0.00069112243,0.00014264221,0.00081368216,0.0003231838],"domain_scores_gemma":[0.99547184,0.002873474,0.00086401054,0.00028638152,0.00041747958,0.00008681327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012394786,0.00012678884,0.0005546912,0.00008257627,0.00015966667,0.0000631305,0.00013110554,0.000062998064,0.000030129017],"category_scores_gemma":[0.003959105,0.000083437946,0.0004142544,0.0005519443,0.000075576696,0.00021984546,0.000064185755,0.0005743052,0.000012807779],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002835928,0.00018773593,0.93829626,0.000019785275,0.00023193995,0.00011587672,0.0004021376,0.00004400393,0.001687736,0.000003411946,0.051864482,0.006863016],"study_design_scores_gemma":[0.001106331,0.00008401847,0.992611,0.00046816576,0.00008346862,0.0006133944,0.0009793397,0.00008763184,0.0009695886,0.00006410615,0.0028418717,0.00009107346],"about_ca_topic_score_codex":0.0000664077,"about_ca_topic_score_gemma":0.0005044751,"teacher_disagreement_score":0.05431473,"about_ca_system_score_codex":0.0008021695,"about_ca_system_score_gemma":0.0007635929,"threshold_uncertainty_score":0.47397047},"labels":[],"label_agreement":null},{"id":"W3187734382","doi":"10.23925/2176-901x.2021v24i1p329-349","title":"Asociación entre fragilidad y pérdida sensorial double: audición y visión","year":2021,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Hearing loss; Sensory loss; Audiology; Medicine; Rehabilitation; Gerontology; Digital subscriber line; Cross-sectional study; Macular degeneration; Cognition; Physical medicine and rehabilitation; Physical therapy; Psychiatry","score_opus":0.020000669834555854,"score_gpt":0.2660293758398952,"score_spread":0.24602870600533938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3187734382","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35090813,0.0020975308,0.0026977921,0.14200297,0.0080286935,0.0021400063,0.00024711306,0.0020251554,0.4898526],"genre_scores_gemma":[0.98671705,0.0002199279,0.004468314,0.0010339175,0.0029978,0.00017723865,0.0006211129,0.0001253901,0.0036392254],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942727,0.00040161627,0.0010954912,0.0013362643,0.0016653644,0.0012285333],"domain_scores_gemma":[0.9956188,0.000315001,0.00041555974,0.0012336242,0.0013682484,0.0010487675],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005595456,0.000728997,0.0010079985,0.00043009155,0.0007690526,0.0002965604,0.00048477,0.0009530238,0.000519477],"category_scores_gemma":[0.0013093854,0.00073769223,0.0005654148,0.0013116417,0.000051222036,0.00047088155,0.00036997537,0.0013449796,0.00014553245],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020388558,0.0025809652,0.0045697433,0.0005710033,0.0012072447,0.0062629813,0.0036081094,0.00010103934,0.036733598,0.913895,0.021160213,0.0072712605],"study_design_scores_gemma":[0.007437088,0.00015319402,0.009269439,0.00041020339,0.00034113647,0.0070199477,0.00072728354,0.00022211822,0.013946197,0.00039248762,0.959333,0.0007479276],"about_ca_topic_score_codex":0.000003699958,"about_ca_topic_score_gemma":0.0001656782,"teacher_disagreement_score":0.93817276,"about_ca_system_score_codex":0.001230972,"about_ca_system_score_gemma":0.0019522799,"threshold_uncertainty_score":0.9995074},"labels":[],"label_agreement":null},{"id":"W3188862902","doi":"10.51866/oa1036","title":"Translation, adaptation and pilot testing of the Pictorial Fit-Frail Scale (PFFS) for use in Malaysia – The PFFS-Malay version (PFFS-M)","year":2021,"lang":"en","type":"article","venue":"Malaysian Family Physician","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Medical Research Council; National Health and Medical Research Council; Kementerian Kesihatan Malaysia","keywords":"Medicine; Malay; Population; Scale (ratio); Content validity; Validity; Reliability (semiconductor); Gerontology; Clinical psychology; Psychometrics; Environmental health","score_opus":0.06960465867482175,"score_gpt":0.26244642814689295,"score_spread":0.1928417694720712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3188862902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926892,0.00023642926,0.00052626623,0.0024605726,0.0006477431,0.0011814268,0.000092710565,0.000046589612,0.002119066],"genre_scores_gemma":[0.9932541,0.000016281248,0.004364153,0.0012681858,0.0006106796,0.00006565733,0.000065373955,0.00005408615,0.00030145905],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9980439,0.00016491415,0.00050329266,0.0004653917,0.00044962857,0.00037286317],"domain_scores_gemma":[0.9980523,0.0007103212,0.0002153889,0.00062805286,0.00030924968,0.000084694795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027000663,0.00027083379,0.0004165182,0.00008902713,0.00019373576,0.000063778374,0.00020829604,0.000109141016,0.000006553429],"category_scores_gemma":[0.0002845634,0.00020127393,0.00015690851,0.00082546985,0.00018817701,0.00027652158,0.00007633239,0.00030765418,0.0000072650478],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023601688,0.0019176883,0.23336607,0.0011945105,0.00035241197,0.000042373038,0.010812597,0.009651938,0.5132412,0.0009434824,0.006492717,0.21962485],"study_design_scores_gemma":[0.009029472,0.0009318784,0.8878078,0.0013598342,0.00045709778,0.000017414422,0.0038714649,0.07033416,0.015963173,0.00090094545,0.008815166,0.0005115906],"about_ca_topic_score_codex":0.00018537536,"about_ca_topic_score_gemma":0.00022065845,"teacher_disagreement_score":0.6544417,"about_ca_system_score_codex":0.00008818052,"about_ca_system_score_gemma":0.00018898155,"threshold_uncertainty_score":0.8207713},"labels":[],"label_agreement":null},{"id":"W3189735090","doi":"10.1016/j.maturitas.2021.07.013","title":"Health benefits of “Thursdays at the Montreal Museum of Fine Arts”: Results of a randomized clinical trial","year":2021,"lang":"en","type":"article","venue":"Maturitas","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Museum of Fine Arts of Quebec; Institut Universitaire de Gériatrie de Montréal; Université de Montréal; McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Quality of life (healthcare); Randomized controlled trial; Gerontology; Intervention (counseling); Psychiatry; Nursing; Surgery","score_opus":0.05381376014525544,"score_gpt":0.3510782638960821,"score_spread":0.29726450375082664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3189735090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92178226,0.00951765,0.00002121706,0.057330348,0.0013730638,0.002583929,0.00089532806,0.000041341038,0.0064548715],"genre_scores_gemma":[0.9936082,0.0008725673,0.0013492304,0.00040537977,0.00040833265,0.000031257263,0.0002837764,0.000028961815,0.0030123391],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99604625,0.0006701422,0.0021510015,0.00031510217,0.00056451646,0.00025297722],"domain_scores_gemma":[0.99461234,0.0030733915,0.0009133985,0.00090565067,0.00036143704,0.00013377874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003233386,0.00016771506,0.0019473522,0.0000680152,0.000035152487,0.00000428189,0.000153649,0.00015968265,0.00013074242],"category_scores_gemma":[0.007493722,0.000108392866,0.0006294028,0.00023678677,0.00037244032,0.000026914275,0.00014411559,0.0002853366,0.000008833402],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8871528,0.0013511799,0.00012804601,0.00052009244,0.00057609024,0.000027341746,0.0017656672,0.000030317298,0.0002575015,0.0004442445,0.09155388,0.016192835],"study_design_scores_gemma":[0.9770533,0.0014406266,0.007647769,0.00090192055,0.00043210218,0.00006016995,0.0001552904,0.00014575786,0.008388559,0.00023636839,0.0034205313,0.00011761689],"about_ca_topic_score_codex":0.0007593121,"about_ca_topic_score_gemma":0.0017248511,"teacher_disagreement_score":0.089900486,"about_ca_system_score_codex":0.00003578779,"about_ca_system_score_gemma":0.00032922853,"threshold_uncertainty_score":0.8971226},"labels":[],"label_agreement":null},{"id":"W3189848724","doi":"10.3171/2021.2.spine201879","title":"The impact of frailty on patient-reported outcomes after elective thoracolumbar degenerative spine surgery","year":2021,"lang":"en","type":"article","venue":"Journal of Neurosurgery Spine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Université Laval","funders":"","keywords":"Medicine; Surgery; SPINE (molecular biology)","score_opus":0.033292842038051405,"score_gpt":0.3243690397428744,"score_spread":0.291076197704823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3189848724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930174,0.00085321494,0.000051527993,0.0042906743,0.0013357763,0.0002502413,0.000020482868,0.000017894055,0.00016282331],"genre_scores_gemma":[0.99694437,0.00036360003,0.00017470508,0.0010583767,0.0003212843,0.000008087928,0.000009604239,0.000056813828,0.0010631647],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961735,0.0003391667,0.0017760072,0.00030106425,0.0009582844,0.00045195452],"domain_scores_gemma":[0.99504673,0.0007091389,0.0015905488,0.000586945,0.0017582522,0.0003084005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006479625,0.00035483597,0.0012429291,0.00037756906,0.00011028859,0.000051831234,0.00011396309,0.00011963175,0.00015667491],"category_scores_gemma":[0.006158947,0.00021619504,0.0013631013,0.0008993889,0.00015248895,0.00020924809,0.00006126989,0.00072033564,0.0000056690137],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026855203,0.00203969,0.77490836,0.000079272744,0.0020867242,0.01163489,0.0003655687,0.00039119614,0.1320615,0.00000711002,0.04948884,0.024251316],"study_design_scores_gemma":[0.0008923302,0.0014492233,0.93430537,0.00036070767,0.00016741006,0.001968109,0.00005646147,0.00003855362,0.059490804,0.000037208698,0.0010547634,0.00017907508],"about_ca_topic_score_codex":0.000023896902,"about_ca_topic_score_gemma":0.000016520666,"teacher_disagreement_score":0.15939698,"about_ca_system_score_codex":0.00019727285,"about_ca_system_score_gemma":0.0010542935,"threshold_uncertainty_score":0.8816178},"labels":[],"label_agreement":null},{"id":"W3191156627","doi":"10.1038/s43587-021-00099-3","title":"The degree of frailty as a translational measure of health in aging","year":2021,"lang":"en","type":"review","venue":"Nature Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":328,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Gerontology; Medicine; Healthy aging; Scale (ratio); Frailty Index; Senescence; Internal medicine","score_opus":0.10733756869161151,"score_gpt":0.4014425416833302,"score_spread":0.29410497299171867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191156627","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000010848071,0.99278617,0.000049517243,0.0042059263,0.0002597741,0.0007432209,0.000037664657,0.000018361334,0.0018885299],"genre_scores_gemma":[0.0018513661,0.9964544,0.0006947189,0.00030089513,0.00016403243,0.000019307903,0.00017970218,0.000050171926,0.00028536996],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99725723,0.0002762977,0.00106523,0.00035772886,0.0007267991,0.0003167294],"domain_scores_gemma":[0.99779576,0.0007709112,0.0005888807,0.0005317099,0.00024052814,0.000072218485],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0013482006,0.00030002248,0.0019447955,0.00025751477,0.00006537275,0.000010761106,0.0002706716,0.00052109134,0.000033056833],"category_scores_gemma":[0.00070362823,0.00020578029,0.0004942299,0.0008406132,0.00008243451,0.00004247984,0.000044887664,0.0023976935,0.0000024875642],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043995647,0.000038390095,0.000093421375,0.013646045,0.00017722066,0.000019209825,0.0004275167,0.000001204181,0.0000019367276,0.00049829186,0.00067373645,0.98441863],"study_design_scores_gemma":[0.00063965487,0.000036340134,0.0005590818,0.114660636,0.0002937805,0.0001707226,0.00009661713,0.000007449106,0.0000111755535,0.00014274158,0.88321483,0.00016697285],"about_ca_topic_score_codex":0.000094710114,"about_ca_topic_score_gemma":0.00016696259,"teacher_disagreement_score":0.9842517,"about_ca_system_score_codex":0.00015142337,"about_ca_system_score_gemma":0.0020370272,"threshold_uncertainty_score":0.9999038},"labels":[],"label_agreement":null},{"id":"W3191469024","doi":"10.1136/heartjnl-2017-bcis.27","title":"27 The association of frailty and coronary artery disease burden in older patients with non-st elevation acute coronary syndrome","year":2017,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Acute coronary syndrome; Internal medicine; Coronary artery disease; Cardiology; Perforation; Complication; Surgery; Myocardial infarction","score_opus":0.009922150639325632,"score_gpt":0.24766008377138748,"score_spread":0.23773793313206185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3191469024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943228,0.000018402463,0.000036065965,0.003971667,0.00011972799,0.0008824714,0.000078580895,0.000018720806,0.0005515672],"genre_scores_gemma":[0.9956035,0.000021975888,0.000106783176,0.0002652339,0.000027117945,0.000028014278,0.00019731418,0.00001885739,0.00373123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988488,0.000032729036,0.00024651465,0.00023228557,0.00044675687,0.00019289342],"domain_scores_gemma":[0.998843,0.00008957305,0.00028025665,0.0005235935,0.00016036164,0.000103182414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016004343,0.00014320284,0.00023931799,0.000058819434,0.00011192747,0.000029412735,0.00013704583,0.00008091837,0.00009754919],"category_scores_gemma":[0.00014705316,0.00009290678,0.000032396943,0.000055406865,0.00010264355,0.00032304294,0.00008097977,0.00016014709,0.000012423627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031341257,0.00017875106,0.99563307,0.000052718933,0.00012593067,0.00007671365,0.0003272484,0.0000028975871,0.000063541775,0.0000108066915,0.0015924614,0.0016224505],"study_design_scores_gemma":[0.004832541,0.00031193387,0.9937111,0.00024483647,0.0001688284,0.000021124319,0.00008464497,0.00037733742,0.000013840912,0.00005408456,0.00006737721,0.0001123161],"about_ca_topic_score_codex":0.00008802255,"about_ca_topic_score_gemma":0.000110593486,"teacher_disagreement_score":0.0045191287,"about_ca_system_score_codex":0.00012242068,"about_ca_system_score_gemma":0.00007199308,"threshold_uncertainty_score":0.3788629},"labels":[],"label_agreement":null},{"id":"W3192201272","doi":"10.1093/eurjcn/zvab060.114","title":"Feasibility of the TARGET-EFT trial in frail and pre-frail cardiovascular inpatients","year":2021,"lang":"en","type":"article","venue":"European Journal of Cardiovascular Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Randomized controlled trial; Physical therapy; Anemia; Intervention (counseling); Hypoalbuminemia; Mood; Malnutrition; Clinical trial; Adverse effect; Weakness; Pediatrics; Internal medicine; Surgery","score_opus":0.02920178780072531,"score_gpt":0.2701081198925974,"score_spread":0.24090633209187212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3192201272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94364935,0.047699872,0.0021738126,0.0004493084,0.0016623748,0.00066068,0.000005758898,0.000012207837,0.0036866367],"genre_scores_gemma":[0.99616706,0.0004144986,0.0026269446,0.00006320182,0.00057747134,0.000001120165,0.0000028628565,0.000060000377,0.00008682384],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99404293,0.0025896854,0.0010943115,0.00038430677,0.0015620396,0.00032669905],"domain_scores_gemma":[0.9974716,0.00008061226,0.00032802447,0.0012844993,0.0006277226,0.00020759908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042330394,0.00025347463,0.0012728276,0.00016855124,0.00008253604,0.000037362992,0.00028205625,0.00007307705,0.000019195193],"category_scores_gemma":[0.0017536095,0.00019519431,0.0027269844,0.0005098676,0.00029239553,0.00018285128,0.0001200237,0.0007526394,0.0000024860576],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02618857,0.0036063786,0.10609487,0.0015426539,0.02773173,0.009226193,0.019632401,0.023770742,0.0035565917,0.00003686922,0.0028072246,0.7758058],"study_design_scores_gemma":[0.17096807,0.0016145316,0.74533707,0.0074054133,0.006008005,0.006087146,0.0013335033,0.00015065473,0.008789063,0.00023164146,0.05142811,0.0006468247],"about_ca_topic_score_codex":0.000009989218,"about_ca_topic_score_gemma":8.989228e-7,"teacher_disagreement_score":0.77515894,"about_ca_system_score_codex":0.00023809333,"about_ca_system_score_gemma":0.00031850731,"threshold_uncertainty_score":0.7959793},"labels":[],"label_agreement":null},{"id":"W3193143589","doi":"10.1002/cam4.4107","title":"A simple test‐based frailty index to predict survival among cancer patients with an unplanned hospitalization: An observational cohort study","year":2021,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Moffitt Cancer Center; National Cancer Institute; Thomas B. Fordham Institute","keywords":"Medicine; Frailty Index; Internal medicine; Cancer; Odds ratio; Cohort; Survival analysis","score_opus":0.047873497521212706,"score_gpt":0.337949183406123,"score_spread":0.2900756858849103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193143589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99195045,0.0001391699,0.00072361465,0.003306451,0.0006980845,0.0023934986,0.00034369866,0.00017785629,0.00026718847],"genre_scores_gemma":[0.990416,0.000013273107,0.00015606749,0.003793344,0.001137453,0.0008214291,0.0029102613,0.000089434354,0.0006627509],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962711,0.00012619505,0.0005715408,0.0009089652,0.0016563055,0.00046593518],"domain_scores_gemma":[0.9962339,0.00016193502,0.00018969309,0.000845253,0.001790876,0.00077836943],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030143972,0.00039157053,0.0007430996,0.00015399467,0.00015674232,0.000028187897,0.00022803912,0.00012504267,0.0022584428],"category_scores_gemma":[0.0007312662,0.00030933935,0.000037471113,0.0011459889,0.00019189033,0.00033243437,0.00005254839,0.0002887251,0.0000042079473],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004844031,0.001477415,0.9900356,0.00009074959,0.00020772775,0.0000927575,0.0011269383,0.001219139,0.00007020476,0.0000052336477,0.004288833,0.0009009791],"study_design_scores_gemma":[0.010962377,0.005282735,0.9766692,0.0006513057,0.00041062944,0.0000019818576,0.0007936112,0.0030940326,0.00012751819,0.000010925311,0.0016487025,0.000347002],"about_ca_topic_score_codex":0.004363602,"about_ca_topic_score_gemma":0.015930267,"teacher_disagreement_score":0.01336644,"about_ca_system_score_codex":0.00044894833,"about_ca_system_score_gemma":0.001044903,"threshold_uncertainty_score":0.99993587},"labels":[],"label_agreement":null},{"id":"W3193380298","doi":"10.1017/s1041610220003968","title":"Do frailty and depression interact to heighten risk of death?","year":2021,"lang":"en","type":"letter","venue":"International Psychogeriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Depression (economics); Content (measure theory); Psychology; Gerontology; Computer science; Medicine","score_opus":0.02687831202827348,"score_gpt":0.3296848455741626,"score_spread":0.30280653354588916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193380298","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1548069,0.0042778356,0.0034438898,0.784835,0.017930396,0.0016086928,0.0024842827,0.00017653297,0.03043647],"genre_scores_gemma":[0.15351845,0.005899493,0.03922871,0.7289845,0.03601091,0.00020743482,0.0049251174,0.0004892058,0.030736173],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971031,0.000090102425,0.00070070813,0.0008167917,0.0010098579,0.00027944264],"domain_scores_gemma":[0.9974972,0.00039046066,0.00045749638,0.00069451577,0.0007988038,0.00016149551],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019464937,0.00038246525,0.0006140573,0.0005875623,0.000036732457,0.00008243296,0.000414136,0.00067019253,0.0008443028],"category_scores_gemma":[0.0011285981,0.00034435416,0.00026376644,0.0002807795,0.000040001127,0.00010123521,0.00025288717,0.0014840394,0.00007514143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018586077,0.000106081716,0.032840077,0.00018096034,0.0005163818,0.00040764883,0.00022056935,0.0000045126544,0.0003222033,0.000011185511,0.95029014,0.014914355],"study_design_scores_gemma":[0.001445659,0.00015543311,0.03592804,0.00095894287,0.00029952454,0.0002989535,0.0000306317,0.0000581383,0.00046057656,0.00042695698,0.95957905,0.0003580882],"about_ca_topic_score_codex":0.00012471617,"about_ca_topic_score_gemma":0.000007907816,"teacher_disagreement_score":0.0558505,"about_ca_system_score_codex":0.00015446753,"about_ca_system_score_gemma":0.00010748898,"threshold_uncertainty_score":0.9999008},"labels":[],"label_agreement":null},{"id":"W3193781128","doi":"10.4317/medoral.24588","title":"Frailty and risk of complications in head and neck oncologic surgery. Systematic review and dose-response meta-analysis","year":2021,"lang":"en","type":"review","venue":"Medicina oral, patología oral y cirugía bucal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Meta-analysis; Medicine; Head and neck cancer; Head and neck; Systematic review; Surgery; MEDLINE; Internal medicine; Radiation therapy; Biology","score_opus":0.21326945319665502,"score_gpt":0.421018211632236,"score_spread":0.207748758435581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193781128","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034413373,0.98851806,0.00003133566,0.002882919,0.000081712285,0.0045788703,0.00035854173,0.00006358336,0.00004361631],"genre_scores_gemma":[0.0026565723,0.9940762,0.00080262293,0.0008417753,0.000021738806,0.00086427364,0.00041782184,0.00007343435,0.00024554407],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98829544,0.0053098723,0.0035801,0.0014382118,0.00072856265,0.0006478079],"domain_scores_gemma":[0.9890927,0.0063846507,0.001920674,0.001663811,0.00034308364,0.00059504464],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0051557394,0.0010966538,0.0239218,0.0012026837,0.00012873403,0.00004005799,0.00031502178,0.0008055546,0.00027886132],"category_scores_gemma":[0.009035842,0.0007225921,0.0019642508,0.0026789545,0.0009640718,0.00010920223,0.0003340524,0.0013174535,0.000015140618],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007996373,0.00053830654,0.010144894,0.8909726,0.066189565,0.0006795095,0.0001741934,2.6704467e-7,4.209193e-7,0.000050816347,0.0028293128,0.028340155],"study_design_scores_gemma":[0.0010407413,0.00044653198,0.0063929474,0.14263672,0.79511416,0.0018573792,0.00011454621,0.00003723366,4.3760414e-7,0.000030048566,0.051632542,0.0006967281],"about_ca_topic_score_codex":0.0008613688,"about_ca_topic_score_gemma":0.00080598396,"teacher_disagreement_score":0.7483359,"about_ca_system_score_codex":0.00019307516,"about_ca_system_score_gemma":0.00069089036,"threshold_uncertainty_score":0.9995225},"labels":[],"label_agreement":null},{"id":"W3194297060","doi":"10.1503/cmaj.202887","title":"Use of standardized brief geriatric evaluation compared with routine care in general practice for preventing functional decline: a pragmatic cluster-randomized trial","year":2021,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Randomized controlled trial; Medicine; Cluster (spacecraft); Geriatrics; Computer science; Surgery; Psychiatry","score_opus":0.022581736417561893,"score_gpt":0.3112022834787109,"score_spread":0.288620547061149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194297060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9062074,0.0009221372,0.011680567,0.07247853,0.0019450082,0.0057962365,0.00020592881,0.000025320824,0.0007389058],"genre_scores_gemma":[0.9463243,0.00012930318,0.039979566,0.0070884083,0.0038438255,0.000400964,0.0011331702,0.00006879456,0.0010316862],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9937172,0.00167079,0.0012594132,0.00023746517,0.0027181334,0.0003970024],"domain_scores_gemma":[0.9905758,0.002917874,0.0009855962,0.00014359134,0.0047195614,0.0006576015],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008106579,0.00016049675,0.00083694066,0.0002781392,0.00013845415,0.00010465307,0.000075704986,0.00027596392,0.0008243099],"category_scores_gemma":[0.08471159,0.0001386855,0.00023554705,0.0004891097,0.000044299904,0.00029319187,0.000018419909,0.0006296889,0.0000018493533],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8656315,0.00093386526,0.01336374,0.000550325,0.0027517646,0.0006827991,0.0044667255,0.0035496205,0.000066572204,0.00018495308,0.05921119,0.048606955],"study_design_scores_gemma":[0.94321865,0.0003612996,0.0034118628,0.0005658039,0.0011507679,0.00067089795,0.0011756596,0.02576638,0.000029883342,0.00007816873,0.023388324,0.00018227957],"about_ca_topic_score_codex":0.0012965107,"about_ca_topic_score_gemma":0.041678946,"teacher_disagreement_score":0.07758718,"about_ca_system_score_codex":0.0023073992,"about_ca_system_score_gemma":0.015215483,"threshold_uncertainty_score":0.99036735},"labels":[],"label_agreement":null},{"id":"W3194649664","doi":"10.21203/rs.3.rs-745314/v1","title":"Web-Based Software Applications for Frailty Assessment in Older Adults: Current Status and Insights Into Future Development","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Surrey Memorial Hospital; Fraser Health","funders":"Canadian Institutes of Health Research; Canadian Frailty Network","keywords":"Grading (engineering); Computer science; Web application; MEDLINE; Software; World Wide Web; Medicine; Engineering","score_opus":0.045917361261036585,"score_gpt":0.4150269212330508,"score_spread":0.3691095599720142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194649664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87923086,0.055518743,0.029630437,0.006660315,0.000888927,0.027078671,0.00041924592,0.00037430716,0.00019850211],"genre_scores_gemma":[0.8619074,0.0048889234,0.095123135,0.00016951529,0.0007510669,0.026884092,0.009880514,0.00017671988,0.00021860513],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99454665,0.00033548367,0.0007968552,0.0015495172,0.0017363058,0.0010351776],"domain_scores_gemma":[0.99520993,0.00068621535,0.000155575,0.0012502911,0.002030554,0.00066742534],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000819129,0.0005193721,0.00079780404,0.0009714234,0.00032298308,0.00020626643,0.00036351578,0.00060353434,0.00013319375],"category_scores_gemma":[0.00052679976,0.0004839615,0.00017129722,0.0007506208,0.00019557662,0.00009552761,0.0010307166,0.0032617217,0.000012342842],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00056242564,0.003962702,0.09678093,0.0625123,0.00026891314,0.00011116422,0.018913869,0.00014707494,0.00012512224,0.00025200233,0.005703214,0.8106603],"study_design_scores_gemma":[0.013359232,0.00044278067,0.54343194,0.022923188,0.00007788691,0.0000054829,0.010705539,0.0034034504,0.0007936957,0.0008199958,0.4029666,0.0010702224],"about_ca_topic_score_codex":0.00017495481,"about_ca_topic_score_gemma":0.002455884,"teacher_disagreement_score":0.80959004,"about_ca_system_score_codex":0.0020876408,"about_ca_system_score_gemma":0.009022023,"threshold_uncertainty_score":0.9997612},"labels":[],"label_agreement":null},{"id":"W3195340161","doi":"10.1245/s10434-021-10705-8","title":"A Population-Based Analysis of Long-Term Outcomes Among Older Adults Requiring Unexpected Intensive Care Unit Admission After Cancer Surgery","year":2021,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Health Sciences Centre; Public Health Ontario; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Ontario Institute for Cancer Research","keywords":"Medicine; Intensive care unit; Hazard ratio; Confidence interval; Mechanical ventilation; Proportional hazards model; Population; Cohort; Cohort study; Emergency medicine; Surgery; Internal medicine","score_opus":0.07790551624980722,"score_gpt":0.40417500383782184,"score_spread":0.3262694875880146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195340161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894224,0.0016104062,0.000013591731,0.008239789,0.0002086549,0.00024025879,0.00007924417,0.000038812905,0.00014688719],"genre_scores_gemma":[0.99681586,0.00056619034,0.000055976194,0.0015186538,0.000056219367,0.00007425658,0.0006467833,0.000026561676,0.00023952249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974791,0.00026535752,0.0009855864,0.0004584559,0.00043965934,0.00037183682],"domain_scores_gemma":[0.9934901,0.0014580323,0.00046415234,0.0004680289,0.0038324993,0.0002871831],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015485023,0.00024390176,0.0017557198,0.0006332425,0.000036461537,0.000006028607,0.000090710986,0.0003003346,0.0023294075],"category_scores_gemma":[0.00068804907,0.00020422116,0.00079414464,0.0013939971,0.00017960965,0.000088632856,0.000079887555,0.00025134283,0.0000027866406],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012547459,0.0002940461,0.978356,0.0004040597,0.0012860281,0.0025877003,0.0008920728,0.00015879932,0.0000538672,0.0000023105229,0.00028525697,0.014425093],"study_design_scores_gemma":[0.0018650773,0.00014781882,0.9907819,0.0013236203,0.0010791881,0.000014175236,0.0007862573,0.00022269608,0.003294232,0.0000025677668,0.00029748515,0.00018499806],"about_ca_topic_score_codex":0.0013872258,"about_ca_topic_score_gemma":0.0029730732,"teacher_disagreement_score":0.014240095,"about_ca_system_score_codex":0.00009833078,"about_ca_system_score_gemma":0.00050967024,"threshold_uncertainty_score":0.9985826},"labels":[],"label_agreement":null},{"id":"W3195579083","doi":"10.1007/s41999-021-00555-8","title":"Association between clinical frailty, illness severity and post-discharge survival: a prospective cohort study of older medical inpatients in Norway","year":2021,"lang":"en","type":"article","venue":"European Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Universitetet i Oslo","keywords":"Medicine; Hazard ratio; Prospective cohort study; Illness severity; Proportional hazards model; Severity of illness; Comorbidity; Internal medicine; Cohort; Cohort study; Emergency medicine; Confidence interval","score_opus":0.024188017027167732,"score_gpt":0.32452377040722363,"score_spread":0.3003357533800559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195579083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868705,0.00024594791,0.00004634322,0.0027625386,0.0009926875,0.0016800368,0.000030843305,0.000057358848,0.007313728],"genre_scores_gemma":[0.99552023,0.00025684055,0.000072265946,0.00039897315,0.001194397,0.000021422511,0.00015286483,0.0000645181,0.0023184926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9931259,0.0019102013,0.0017355782,0.000855941,0.0019511156,0.0004212616],"domain_scores_gemma":[0.9965023,0.0010555101,0.0005674607,0.0005963528,0.00079311396,0.0004852845],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005421676,0.00032060966,0.0014207563,0.00026053927,0.00007444592,0.0000114808845,0.00021771596,0.00020578392,0.0009790651],"category_scores_gemma":[0.012803668,0.0002654352,0.00008979703,0.0010282118,0.00016453552,0.00010758765,0.0003657042,0.00093733513,0.00005118024],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013428589,0.0015637833,0.98321605,0.00014860944,0.00044817728,0.0004168101,0.0046581225,1.7036734e-7,0.00005116652,0.0000036862011,0.0018085728,0.007550551],"study_design_scores_gemma":[0.015161237,0.001498348,0.9799337,0.0003804384,0.00055791554,0.000027554574,0.0016066866,0.000019640062,0.00002733601,0.000011029425,0.000540242,0.00023589673],"about_ca_topic_score_codex":0.00043350912,"about_ca_topic_score_gemma":0.00030512086,"teacher_disagreement_score":0.01502695,"about_ca_system_score_codex":0.00019436856,"about_ca_system_score_gemma":0.0002524125,"threshold_uncertainty_score":0.9999798},"labels":[],"label_agreement":null},{"id":"W3196012504","doi":"10.1097/sla.0000000000005151","title":"Minimally Invasive Compared to Open Colorectal Cancer Resection for Older Adults","year":2021,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Health Sciences Centre; University of Manitoba; Sunnybrook Health Science Centre; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Colorectal cancer; Resection; Cancer; Oncology; General surgery; Surgery; Internal medicine","score_opus":0.21134962577361086,"score_gpt":0.39845403640451327,"score_spread":0.1871044106309024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196012504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97996175,0.00055685476,0.000009177643,0.016858457,0.00051559194,0.0009784858,0.00016928282,0.000023968258,0.000926426],"genre_scores_gemma":[0.99302787,0.00028554426,0.00054436515,0.003685747,0.00022151269,0.00036098197,0.00017406141,0.000030855965,0.0016690674],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99860346,0.000050446495,0.00042507958,0.00035770383,0.00025272366,0.000310557],"domain_scores_gemma":[0.997087,0.0009446314,0.00013902257,0.00025183312,0.0013815296,0.00019597712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034595348,0.00013698172,0.00056579575,0.00013782148,0.000052040843,0.000028933771,0.00012433379,0.000086957305,0.00035124552],"category_scores_gemma":[0.0018517843,0.00013777893,0.0001911134,0.00037785704,0.00004024766,0.00015267287,0.00012975124,0.000085686974,0.000018406328],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010406149,0.00065666094,0.07211073,0.0011716489,0.0004108975,0.00013662217,0.002035484,0.000022753859,0.033085436,0.000015441517,0.85708743,0.022860771],"study_design_scores_gemma":[0.0013966162,0.00025927494,0.34975865,0.0027087706,0.00004050818,0.00002704708,0.00070784264,0.00003179418,0.6368584,0.000037767695,0.007985175,0.00018815188],"about_ca_topic_score_codex":0.00065192516,"about_ca_topic_score_gemma":0.0020956376,"teacher_disagreement_score":0.84910226,"about_ca_system_score_codex":0.000032795335,"about_ca_system_score_gemma":0.00070252415,"threshold_uncertainty_score":0.5618462},"labels":[],"label_agreement":null},{"id":"W3196163767","doi":"10.21203/rs.3.rs-840145/v1","title":"Frailty as a Predictor of Neurosurgical Outcomes in Brain Tumor Patients: A Systematic Review and Meta-Analysis","year":2021,"lang":"en","type":"review","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Nanjing University","keywords":"Meta-analysis; Systematic review; Medicine; Brain tumor; Internal medicine; Psychology; MEDLINE; Pathology; Political science","score_opus":0.1824738985792021,"score_gpt":0.4748023233465697,"score_spread":0.2923284247673676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196163767","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003070054,0.98736185,0.0000016370874,0.0012361272,0.000017106346,0.010457455,0.00070597685,0.000026956193,0.0001622032],"genre_scores_gemma":[0.00015463379,0.9939786,0.000049517315,0.00035965967,0.00001514653,0.0023519173,0.00049245096,0.000080019,0.002518063],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98858434,0.004400864,0.0025905317,0.0010385335,0.002714196,0.00067154545],"domain_scores_gemma":[0.99162716,0.0043671513,0.0006284055,0.0018290083,0.0010922172,0.0004560526],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035600103,0.00063446077,0.018385949,0.0015103449,0.00005192415,0.00005747319,0.0004701503,0.00029168572,0.0011228415],"category_scores_gemma":[0.028066695,0.00038368694,0.004119231,0.0043082116,0.00024502137,0.00008777145,0.000498737,0.0015420942,0.000058399102],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004834781,0.00048507127,0.000269071,0.9443905,0.05357436,0.000429436,0.000057019777,1.2381525e-7,1.4204655e-8,0.00006782077,0.0004004968,0.00032129968],"study_design_scores_gemma":[0.00080602884,0.000532722,0.0002796265,0.38341403,0.5922358,0.000090980815,0.000042217416,0.0000022864006,1.3730921e-7,0.000015398413,0.022277672,0.0003030859],"about_ca_topic_score_codex":0.00016630127,"about_ca_topic_score_gemma":0.000056850207,"teacher_disagreement_score":0.56097645,"about_ca_system_score_codex":0.00034666515,"about_ca_system_score_gemma":0.0009962118,"threshold_uncertainty_score":0.9998615},"labels":[],"label_agreement":null},{"id":"W3196422619","doi":"10.1016/j.cjco.2021.08.015","title":"Management of Frail and Older Homebound Patients With Heart Failure: A Contemporary Virtual Ambulatory Model","year":2021,"lang":"en","type":"article","venue":"CJC Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; Sinai Health System","funders":"","keywords":"Ambulatory; Medicine; Heart failure; Gerontology; Intensive care medicine; Cardiology; Internal medicine","score_opus":0.019277617019880015,"score_gpt":0.26642826994474483,"score_spread":0.24715065292486482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196422619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886312,0.00028480822,0.00027831562,0.001576924,0.000055442342,0.0010534244,0.000034656212,0.000021546737,0.00806371],"genre_scores_gemma":[0.98613614,0.000009233709,0.006481764,0.00084769906,0.000014742657,0.000037865073,0.00008018485,0.000029615507,0.0063627744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893165,0.000028595938,0.00022772586,0.0003340418,0.000317043,0.00016094433],"domain_scores_gemma":[0.99916583,0.000022574748,0.000065682194,0.00044839433,0.00016111626,0.00013640235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000097380136,0.00014449592,0.00040437529,0.000042301435,0.00004636335,0.000049431415,0.00013269621,0.000059059686,0.000118708595],"category_scores_gemma":[0.00001283335,0.00012183645,0.000031469266,0.00013279742,0.00011373924,0.00022506028,0.00036551183,0.00011702424,0.000014614463],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019445714,0.0029369802,0.7263497,0.0017221848,0.0017873945,0.0006800244,0.003524437,0.00019775047,0.0010127849,0.0033834614,0.24542978,0.0110309245],"study_design_scores_gemma":[0.030081367,0.0011918093,0.92836434,0.002466588,0.00029377127,0.00004974974,0.0022556272,0.0010869902,0.0022223582,0.0003341253,0.031048272,0.00060499687],"about_ca_topic_score_codex":0.00003569948,"about_ca_topic_score_gemma":0.000015889676,"teacher_disagreement_score":0.21438152,"about_ca_system_score_codex":0.000034140507,"about_ca_system_score_gemma":0.00017197191,"threshold_uncertainty_score":0.49683464},"labels":[],"label_agreement":null},{"id":"W3196594277","doi":"10.3390/ijerph18179374","title":"Effects of Community-Based Physical-Cognitive Training, Health Education, and Reablement among Rural Community-Dwelling Older Adults with Mobility Deficits","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Physical therapy; Medicine; Gerontology; Psychological intervention; Psychology; Nursing","score_opus":0.054895722358614,"score_gpt":0.38404331954718,"score_spread":0.329147597188566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196594277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875971,0.0012855273,0.00026042643,0.010152927,0.00006240882,0.00048708805,0.00005745283,0.0000046204905,0.00009246161],"genre_scores_gemma":[0.9968735,0.0009830756,0.0004658317,0.001331717,0.00009132684,0.000010572048,0.00017469114,0.000016924687,0.000052352163],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99602276,0.0017958458,0.00051529583,0.000122046404,0.0011671368,0.00037691175],"domain_scores_gemma":[0.9966642,0.0016087047,0.00036706944,0.0001811288,0.00051108346,0.00066781614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027488018,0.00013879058,0.00038646537,0.00027758832,0.0003485495,0.00005647998,0.00018426326,0.000041366067,0.00003299966],"category_scores_gemma":[0.00055559806,0.0001165905,0.00005332314,0.00015690611,0.00059643126,0.00023141387,0.0001275212,0.0014693303,7.860869e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018655347,0.043143854,0.14589494,0.0037425954,0.000829264,0.00007877411,0.13257301,0.000013853756,0.00093793083,0.00018569402,0.00074926094,0.6699853],"study_design_scores_gemma":[0.0076299515,0.007593894,0.8418745,0.0051763747,0.000019631178,0.00037700174,0.13461775,0.00010989723,0.001659136,0.00032338468,0.00048171254,0.00013681967],"about_ca_topic_score_codex":0.0013422144,"about_ca_topic_score_gemma":0.0002297154,"teacher_disagreement_score":0.6959795,"about_ca_system_score_codex":0.00050088635,"about_ca_system_score_gemma":0.0018745838,"threshold_uncertainty_score":0.63835907},"labels":[],"label_agreement":null},{"id":"W3196820831","doi":"10.1245/s10434-021-10715-6","title":"ASO Author Reflections: The Role of the ICU for Older Adults After High-Risk Cancer Surgery","year":2021,"lang":"en","type":"letter","venue":"Annals of Surgical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Surgical oncology; Medicine; General surgery; Cancer surgery; Cancer; Surgery; Intensive care medicine; Internal medicine","score_opus":0.06218550395567915,"score_gpt":0.3780381166639655,"score_spread":0.31585261270828635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196820831","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026040453,0.010136159,0.0000061137753,0.9581959,0.002238186,0.0013423278,0.00074980635,0.000031512358,0.0012595176],"genre_scores_gemma":[0.18567358,0.03224464,0.00043553504,0.7318442,0.015726902,0.0042028683,0.0007399577,0.00030199936,0.028830314],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962289,0.00076480006,0.0011255487,0.00061287126,0.0006167239,0.00065116445],"domain_scores_gemma":[0.991247,0.0055086035,0.0009549921,0.0009841783,0.0012035092,0.000101746664],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008494199,0.00039704063,0.0016331534,0.00016679247,0.00011418384,0.000011268989,0.00036542746,0.0015640121,0.0011138228],"category_scores_gemma":[0.00054141495,0.00022380687,0.001259033,0.00047308873,0.0006022399,0.000049443748,0.0001826748,0.001981995,0.000010887529],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010899564,0.00028934798,0.002093464,0.0004926235,0.00067837926,0.00026624434,0.00036856096,0.000003247436,0.000014175216,0.000025791422,0.9294528,0.06522542],"study_design_scores_gemma":[0.0011583809,0.00031246914,0.007518844,0.0013270349,0.0005318766,0.000157832,0.00012236537,0.00000981322,0.0016475568,0.00042884873,0.98656654,0.00021843068],"about_ca_topic_score_codex":0.0015915702,"about_ca_topic_score_gemma":0.0005371137,"teacher_disagreement_score":0.22635172,"about_ca_system_score_codex":0.00010331516,"about_ca_system_score_gemma":0.0010316534,"threshold_uncertainty_score":0.9997993},"labels":[],"label_agreement":null},{"id":"W3196910405","doi":"10.1016/j.cjca.2021.08.016","title":"Prognostic Value of Handgrip Strength in Older Adults Undergoing Cardiac Surgery","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; St. Boniface Hospital; Université de Montréal; University of Manitoba; Montreal Heart Institute; St. Paul's Hospital; University of British Columbia; McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Confidence interval; Prospective cohort study; Odds ratio; Coronary artery disease; Cardiac surgery; Internal medicine; Heart failure; Hand strength; Cardiology; Kidney disease; Surgery; Grip strength","score_opus":0.012862354730179862,"score_gpt":0.23495274628993806,"score_spread":0.2220903915597582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196910405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877987,0.0058507244,0.00016120412,0.001677473,0.0016184725,0.00017088694,0.00003950273,0.000004362632,0.002678696],"genre_scores_gemma":[0.9984466,0.00031322436,0.00025102904,0.00014071708,0.00068922725,0.0000032025696,0.000023293647,0.000022726312,0.0001100223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817777,0.00032824985,0.00068322034,0.0001827115,0.00018830533,0.00043976016],"domain_scores_gemma":[0.997507,0.0009311544,0.00022375131,0.00025790668,0.00052219257,0.0005579934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005580241,0.00014735245,0.0010866948,0.00050105964,0.00002903367,0.000009283987,0.00009888454,0.00018928348,0.00004023149],"category_scores_gemma":[0.0032805423,0.00014192653,0.00040265304,0.0003365796,0.00014546613,0.000069885326,0.0000136352555,0.00041268617,0.0000045628303],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007321183,0.000010356749,0.9719212,0.0002436457,0.00038901743,0.0034992937,0.0005097497,0.00042724292,0.00016108814,0.00009441438,0.012885492,0.009785261],"study_design_scores_gemma":[0.0016217183,0.00020649255,0.98210454,0.0022432485,0.00024181286,0.002345015,0.0010432726,0.000022888753,0.0011722632,0.00010598649,0.008720286,0.0001725023],"about_ca_topic_score_codex":0.0010167737,"about_ca_topic_score_gemma":0.0061328937,"teacher_disagreement_score":0.01064788,"about_ca_system_score_codex":0.0002381077,"about_ca_system_score_gemma":0.006278024,"threshold_uncertainty_score":0.99935544},"labels":[],"label_agreement":null},{"id":"W3197181026","doi":"10.1001/jamasurg.2021.4409","title":"Associations of Preoperative Frailty With Cancer and Noncancer Deaths of Older Adults Following Surgery for Cancer—Reply","year":2021,"lang":"en","type":"letter","venue":"JAMA Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Hospital; Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Otorhinolaryngology; Neurology; Family medicine; MEDLINE; General surgery; Psychiatry","score_opus":0.03732636956419292,"score_gpt":0.30090598073875274,"score_spread":0.2635796111745598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197181026","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59631896,0.018805256,0.00016982267,0.36982685,0.0030507757,0.0029366908,0.008460913,0.00010181618,0.00032888856],"genre_scores_gemma":[0.47282845,0.0072449427,0.0023984928,0.4754078,0.011391892,0.005982822,0.009409946,0.0008359128,0.014499724],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9961798,0.00015549586,0.0012053781,0.00087057636,0.0009218714,0.00066687027],"domain_scores_gemma":[0.99066263,0.005930209,0.0011828224,0.0006303761,0.0014581635,0.00013581212],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005353315,0.00058249984,0.0027092013,0.00040638677,0.000105457024,0.00004362595,0.00011750949,0.00083284226,0.00024199135],"category_scores_gemma":[0.001609865,0.0005082218,0.00084483536,0.00056528056,0.00017382723,0.00025346744,0.000067370886,0.0010163141,7.208247e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022292329,0.00008785112,0.293924,0.0028171046,0.0019319647,0.00019031737,0.0011953965,0.0000072436915,0.000052995863,8.9497087e-7,0.6916626,0.007906707],"study_design_scores_gemma":[0.005722972,0.00022167207,0.68538266,0.054968096,0.004079417,0.00006562187,0.0005622451,0.00015585196,0.009336128,0.000019007406,0.2376685,0.0018178154],"about_ca_topic_score_codex":0.007095663,"about_ca_topic_score_gemma":0.0015742156,"teacher_disagreement_score":0.4539941,"about_ca_system_score_codex":0.0004210319,"about_ca_system_score_gemma":0.0031653312,"threshold_uncertainty_score":0.99973696},"labels":[],"label_agreement":null},{"id":"W3197184182","doi":"10.1016/j.spinee.2021.08.008","title":"Frailty is an important predictor of 30-day morbidity in patients treated for lumbar spondylolisthesis using a posterior surgical approach","year":2021,"lang":"en","type":"article","venue":"The Spine Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network; University of Toronto; University of Alberta","funders":"","keywords":"Medicine; Spondylolisthesis; Lumbar; Surgery; Logistic regression; Body mass index; Decompression; Retrospective cohort study; Cohort; Complication; Internal medicine","score_opus":0.056075411170169225,"score_gpt":0.3135374336485411,"score_spread":0.25746202247837185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197184182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981225,0.00020858119,0.000113462294,0.000624153,0.00015552153,0.00052199105,0.00013724348,0.000015202931,0.00010133015],"genre_scores_gemma":[0.99683756,0.000057755387,0.0019311827,0.00015971281,0.00040239905,0.00000932856,0.00006849728,0.000041364652,0.0004921849],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978518,0.0002063699,0.00082879176,0.0002571701,0.0004914639,0.00036439282],"domain_scores_gemma":[0.99855036,0.000016495167,0.0003553433,0.00043362382,0.00041650215,0.0002277097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079906086,0.0002098102,0.00057406747,0.00012133928,0.00010107792,0.00003277754,0.00019039468,0.00012986569,0.00041665163],"category_scores_gemma":[0.00033481023,0.00014175988,0.00023448082,0.0002954519,0.00009264053,0.00014262549,0.000059817092,0.00038651293,0.000001359288],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013759079,0.00981014,0.8900401,0.0008693326,0.0011530968,0.001422021,0.008764065,0.00013353035,0.06685608,0.000052995398,0.0036585757,0.015864184],"study_design_scores_gemma":[0.007851024,0.00077650364,0.97846097,0.00028935066,0.0002672688,0.0009456244,0.00018149981,0.005110197,0.005584502,0.00005376275,0.0003106792,0.00016863215],"about_ca_topic_score_codex":0.000085889464,"about_ca_topic_score_gemma":0.000020907533,"teacher_disagreement_score":0.08842088,"about_ca_system_score_codex":0.00015797709,"about_ca_system_score_gemma":0.0002689632,"threshold_uncertainty_score":0.57808},"labels":[],"label_agreement":null},{"id":"W3197856704","doi":"10.1503/cmaj.79701","title":"Mortality risk of patients in home care is modifiable","year":2021,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Research Institute for Aging","funders":"","keywords":"Palliative care; Focus (optics); Work (physics); Medicine; Risk assessment; Data science; Gerontology; Computer science; Nursing; Computer security","score_opus":0.011427008370340204,"score_gpt":0.2452231733424269,"score_spread":0.23379616497208672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197856704","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28154388,0.00088815717,0.0000057863076,0.70967346,0.0025709684,0.0003929278,0.0020373,0.0000132673595,0.0028742377],"genre_scores_gemma":[0.055591933,0.0011066801,0.0001106409,0.9288892,0.008070414,0.000016912069,0.0020282639,0.0000932044,0.004092727],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9943955,0.0003836526,0.0009762042,0.00030819504,0.0032298875,0.00070658344],"domain_scores_gemma":[0.9961105,0.00020287416,0.0007381029,0.0003057419,0.001559495,0.0010832979],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00081819063,0.0002502265,0.0008238482,0.00044834375,0.00009040972,0.00004400109,0.00026873534,0.0022432206,0.0063498104],"category_scores_gemma":[0.0038620261,0.0002475057,0.00029722042,0.00039035978,0.000053300337,0.0000783484,0.000027222915,0.0066105453,0.00005122369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000020171037,0.000018090874,0.42317504,0.00011338441,0.00018654224,0.0013691157,0.0004235607,0.0000014265646,5.3637365e-8,2.5123663e-7,0.5732364,0.00147412],"study_design_scores_gemma":[0.0019714623,0.000054560584,0.3168899,0.0007482261,0.00019666048,0.000047282865,0.0002013362,0.00004714923,0.0000046474524,0.0000402987,0.67959917,0.00019929592],"about_ca_topic_score_codex":0.044239428,"about_ca_topic_score_gemma":0.07224794,"teacher_disagreement_score":0.22595194,"about_ca_system_score_codex":0.004125171,"about_ca_system_score_gemma":0.008165296,"threshold_uncertainty_score":0.99999774},"labels":[],"label_agreement":null},{"id":"W3197909665","doi":"10.1161/circep.121.010077","title":"Atrial Fibrillation in Aging and Frail Mice","year":2021,"lang":"en","type":"article","venue":"Circulation Arrhythmia and Electrophysiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Libin Cardiovascular Institute of Alberta","funders":"Canadian Institutes of Health Research","keywords":"Atrial fibrillation; Cardiology; Internal medicine; Medicine; Fibrillation; Gerontology; Psychology","score_opus":0.011011004054478872,"score_gpt":0.25658268324026695,"score_spread":0.24557167918578807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197909665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99450874,0.0018994554,0.000280905,0.0028924858,0.00009909643,0.00012892515,9.402103e-7,0.00002772881,0.0001617132],"genre_scores_gemma":[0.9979996,0.00043908958,0.00041746054,0.00026219222,0.0006934873,0.0000018642652,0.000060479146,0.000011108607,0.000114719165],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9992024,0.000066263856,0.0001847051,0.0002876691,0.00006843738,0.00019053416],"domain_scores_gemma":[0.99963164,0.000090876114,0.000045567238,0.00011150009,0.000063020314,0.00005736475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004927305,0.00009462636,0.00022264529,0.00008678139,0.000051962037,0.000011980331,0.0000102734975,0.00010661061,0.000037442263],"category_scores_gemma":[0.00014466624,0.00009942026,0.000040421735,0.00018329198,0.00004871241,0.00007083749,0.000019432746,0.000135635,0.0000080516475],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002512316,0.00000739667,0.06310061,0.00012748607,0.00005886449,0.00016051586,0.0005863426,0.0016265211,0.8574089,0.0012397728,0.000058536956,0.07537384],"study_design_scores_gemma":[0.0023528654,0.00013334164,0.97521925,0.000059837028,0.00003986735,0.0009780566,0.000047168603,0.014047343,0.002392823,0.0026669588,0.0019051952,0.00015731485],"about_ca_topic_score_codex":0.000023722147,"about_ca_topic_score_gemma":0.000020164718,"teacher_disagreement_score":0.9121186,"about_ca_system_score_codex":0.00004673178,"about_ca_system_score_gemma":0.00007343296,"threshold_uncertainty_score":0.40542403},"labels":[],"label_agreement":null},{"id":"W3198790242","doi":"10.1016/j.ienj.2021.101049","title":"Front-line emergency department nurses’ and physicians’ assessments of processes of elder-friendly care for quality improvement","year":2021,"lang":"en","type":"article","venue":"International Emergency Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre hospitalier de l'Université Laval; Centre Hospitalier de l’Université de Montréal; Centre hospitalier universitaire de Québec; Institut Universitaire de Gériatrie de Montréal; Montreal Heart Institute; McGill University Health Centre; Institut universitaire en santé mentale de Montréal; St Mary's Hospital Centre","funders":"Fonds de Recherche du Québec - Santé; St Mark's Hospital Foundation","keywords":"Front line; Emergency department; Medicine; Family medicine; Emergency nursing; Nursing; MEDLINE","score_opus":0.02979339852875374,"score_gpt":0.40551761725295776,"score_spread":0.37572421872420403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198790242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9656658,0.0039837626,0.013693409,0.0009471955,0.0048242784,0.0008849872,0.00057291024,0.000031988093,0.009395657],"genre_scores_gemma":[0.9897738,0.0006106046,0.006876982,0.000024608455,0.00019798751,0.00007558628,0.00043693432,0.00002561075,0.001977871],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981031,0.000024764848,0.0008142877,0.00035597343,0.0005011442,0.0002007365],"domain_scores_gemma":[0.9974966,0.000030880707,0.00037886886,0.00022899327,0.0017978466,0.00006683087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008717371,0.0001750752,0.00035143047,0.00008240507,0.00004707249,0.000003866519,0.0001242977,0.000059688507,0.0007253625],"category_scores_gemma":[0.00025551795,0.00018263054,0.00014011291,0.00013958254,0.000057380024,0.00013766186,0.00003426806,0.00007714027,0.0000013866048],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015425668,0.0073625427,0.123785906,0.008246582,0.0021476385,0.000018008031,0.020071011,0.00009264599,0.21537052,0.0032363753,0.0123616215,0.60576457],"study_design_scores_gemma":[0.006114254,0.003066033,0.12785621,0.0035540462,0.0008042906,0.000022355242,0.022619775,0.0007893148,0.8179479,0.005557607,0.010940168,0.0007280195],"about_ca_topic_score_codex":0.00010421204,"about_ca_topic_score_gemma":0.00017073737,"teacher_disagreement_score":0.60503656,"about_ca_system_score_codex":0.00013406223,"about_ca_system_score_gemma":0.00015986637,"threshold_uncertainty_score":0.7942211},"labels":[],"label_agreement":null},{"id":"W3198818449","doi":"10.5770/cgj.24.555","title":"Unmet Needs for Geriatric Medicine and Care of the Elderly Physicians Work Force in Canada","year":2021,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto; Western University; University of British Columbia","funders":"","keywords":"Medicine; Geriatrics; Workforce; Geriatric care; Family medicine; Work (physics); Gerontology; Nursing; Psychiatry","score_opus":0.012491586996562111,"score_gpt":0.23007080372091773,"score_spread":0.21757921672435562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198818449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95180917,0.013658636,0.0001115121,0.030176645,0.0020643792,0.0005500866,0.00013508259,0.000004918298,0.001489572],"genre_scores_gemma":[0.99630666,0.00032827156,0.0004796757,0.0012639111,0.00067976175,0.000007417557,0.00001689939,0.00003064097,0.0008867728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99853027,0.00005727565,0.00045061382,0.00016436707,0.0003274481,0.0004700336],"domain_scores_gemma":[0.99838746,0.00017778181,0.00019349757,0.00028561856,0.000475054,0.00048060558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017928169,0.00015990381,0.00040751908,0.0003792421,0.00014863777,0.000020886888,0.00017545381,0.000087721884,0.000054640954],"category_scores_gemma":[0.00060562656,0.00012879506,0.000090999056,0.0016787868,0.000060412975,0.000051253694,0.000023501736,0.000400298,2.7594908e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025996793,0.00006318731,0.4005655,0.0013204361,0.00040710103,0.0016582482,0.01898479,0.0007041704,0.0012949789,0.00073005917,0.29458287,0.2794287],"study_design_scores_gemma":[0.021040691,0.0012283586,0.6064915,0.0029650568,0.0015289695,0.004072985,0.08321363,0.00027916615,0.0020054113,0.0017143593,0.2740932,0.0013666714],"about_ca_topic_score_codex":0.77614427,"about_ca_topic_score_gemma":0.9923863,"teacher_disagreement_score":0.27806205,"about_ca_system_score_codex":0.001677208,"about_ca_system_score_gemma":0.010788596,"threshold_uncertainty_score":0.99481934},"labels":[],"label_agreement":null},{"id":"W3199046246","doi":"10.1007/s12603-021-1673-8","title":"Intersecting Genetics of Frailty and Cardiovascular Disease","year":2021,"lang":"en","type":"article","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre; Jewish General Hospital","funders":"","keywords":"Sarcopenia; Genome-wide association study; Single-nucleotide polymorphism; Genetic association; Disease; Candidate gene; Bioinformatics; Genetics; Medicine; Biology; Internal medicine; Gene; Genotype","score_opus":0.04824132467677959,"score_gpt":0.3258475546491123,"score_spread":0.2776062299723327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199046246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86799526,0.11222677,0.0023355088,0.017023403,0.00021377161,0.00015919645,0.0000055691407,0.0000069145476,0.000033589677],"genre_scores_gemma":[0.9822007,0.01432477,0.0022277352,0.0008705084,0.00034661312,8.861545e-7,0.000002318198,0.000011047294,0.000015427222],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987758,0.0002145386,0.0004528359,0.00007440337,0.00034151966,0.00014093898],"domain_scores_gemma":[0.9988642,0.00015269053,0.00023110578,0.00021720793,0.00032983584,0.00020500024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009303595,0.000068529655,0.00031248087,0.00007744403,0.000078907324,0.000008044971,0.00005310579,0.000020382895,0.0000142904455],"category_scores_gemma":[0.00024657874,0.00005238575,0.0001540196,0.0001399341,0.00005025166,0.000055615972,0.00003413816,0.00027442764,4.7273392e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024618064,0.0035833102,0.07647647,0.03162001,0.005163167,0.00214124,0.0432282,0.002902534,0.038064055,0.00020521053,0.016646927,0.77750707],"study_design_scores_gemma":[0.043505754,0.0043379767,0.6412895,0.07112884,0.0059100552,0.031158827,0.056306377,0.007304594,0.053562623,0.0050904546,0.07938311,0.0010219443],"about_ca_topic_score_codex":0.00003625081,"about_ca_topic_score_gemma":0.000003638619,"teacher_disagreement_score":0.77648515,"about_ca_system_score_codex":0.00006196929,"about_ca_system_score_gemma":0.00021596566,"threshold_uncertainty_score":0.21362288},"labels":[],"label_agreement":null},{"id":"W3199237749","doi":"10.1159/000519054","title":"Frailty and Its Correlates in Cognitively Intact Community-Dwelling Older Adults","year":2021,"lang":"en","type":"article","venue":"Dementia and Geriatric Cognitive Disorders","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Gerontology; Quality of life (healthcare); Dementia; Psychology; Cognition; Geriatric Depression Scale; Activities of daily living; Medicine; Psychiatry; Disease; Depressive symptoms","score_opus":0.012953058790028244,"score_gpt":0.2661490087195094,"score_spread":0.2531959499294812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199237749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98328424,0.01179865,0.00031013478,0.00076403265,0.0001469813,0.00075108826,0.00006685902,0.000049119753,0.0028288756],"genre_scores_gemma":[0.9946871,0.0038636564,0.00008534106,0.0006668618,0.000046347308,0.000057036585,0.00033817146,0.00003545322,0.00022007115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825996,0.0002749599,0.00038708208,0.00045581686,0.0002215142,0.00040065593],"domain_scores_gemma":[0.9985948,0.0006743145,0.000107439664,0.00013419913,0.0003117911,0.00017744655],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026284595,0.00029366987,0.00041454297,0.00023357551,0.00024570647,0.00005308662,0.000057670877,0.0001555899,0.0003141895],"category_scores_gemma":[0.00057368446,0.00031068717,0.00007688438,0.0005401841,0.000115805546,0.00018604196,0.00017219383,0.0006615784,0.000026322752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009677106,0.0016886743,0.706947,0.0011020397,0.00085041695,0.0002529056,0.01758558,0.000002007159,0.00046528134,0.00011182998,0.00028767428,0.26973888],"study_design_scores_gemma":[0.012793689,0.00032257856,0.95675015,0.0012173817,0.00067643693,0.000086879416,0.025082273,0.00071062776,0.0011177461,0.00041775772,0.00036470633,0.0004597872],"about_ca_topic_score_codex":0.0002363553,"about_ca_topic_score_gemma":0.0006390012,"teacher_disagreement_score":0.2692791,"about_ca_system_score_codex":0.000021484844,"about_ca_system_score_gemma":0.00009016562,"threshold_uncertainty_score":0.9999345},"labels":[],"label_agreement":null},{"id":"W3199326308","doi":"10.9778/cmajo.20200222","title":"Effectiveness of physical activity interventions in older adults with frailty or prefrailty: a systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"CMAJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Research Institute for Aging; McMaster University; Alberta Health Services; Alberta Health; University of Calgary; Université Laval; University of Alberta; Hamilton Health Sciences; University of New Brunswick","funders":"McMaster University","keywords":"Medicine; Observational study; Randomized controlled trial; Psychological intervention; CINAHL; Meta-analysis; Physical therapy; MEDLINE; Data extraction; Rehabilitation; Systematic review; Gerontology; Physical medicine and rehabilitation; Internal medicine; Psychiatry","score_opus":0.15481588578968056,"score_gpt":0.4412292891217218,"score_spread":0.28641340333204124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199326308","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000053318778,0.9789458,0.000132048,0.000075404656,0.000013698652,0.02031248,0.00026647132,0.000018620192,0.00018216249],"genre_scores_gemma":[0.0013417628,0.98765826,0.00022823083,0.00003943073,0.000011871727,0.007825459,0.00031339363,0.000084864296,0.0024967198],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99442834,0.002631824,0.0011475552,0.0010345677,0.00047011883,0.00028759823],"domain_scores_gemma":[0.9950649,0.0016516149,0.0011117001,0.0016953517,0.00030251898,0.00017390853],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0015328175,0.00071677583,0.020987008,0.00037149203,0.000037289843,0.00007475283,0.0005964729,0.00022244378,0.0004688439],"category_scores_gemma":[0.0011207887,0.00038269785,0.0035136945,0.0023434951,0.00012481112,0.00023616602,0.00064136443,0.0006227291,0.000014260639],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054874163,0.0008608133,0.000004468834,0.8666069,0.12543781,0.00008131728,0.000118326265,2.3293431e-7,7.648026e-8,0.000011407233,0.00003301826,0.006790772],"study_design_scores_gemma":[0.00063362264,0.00020211718,0.000104500316,0.4827427,0.5155675,0.00007637876,0.000019523848,0.0000028353497,0.0000024667222,8.929375e-7,0.00042897146,0.00021852434],"about_ca_topic_score_codex":0.00060323975,"about_ca_topic_score_gemma":0.0007901808,"teacher_disagreement_score":0.39012966,"about_ca_system_score_codex":0.00017501236,"about_ca_system_score_gemma":0.00046168058,"threshold_uncertainty_score":0.9998625},"labels":[],"label_agreement":null},{"id":"W3199620043","doi":"10.1111/jgs.17446","title":"From research to bedside: Incorporation of a <scp>CGA</scp> ‐based frailty index among multiple comanagement services","year":2021,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"National Institute on Aging; National Institutes of Health; U.S. Department of Veterans Affairs","keywords":"Medicine; Vulnerability (computing); Index (typography); Geriatrics; Process (computing); Gerontology; Medical emergency; World Wide Web; Psychiatry","score_opus":0.038034142604657734,"score_gpt":0.3299794680439031,"score_spread":0.29194532543924534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199620043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99003506,0.00022519083,0.00398319,0.0048544314,0.0003465332,0.0003786764,0.000043487973,0.000015747491,0.00011766218],"genre_scores_gemma":[0.97261375,0.00012194635,0.024512313,0.0018101888,0.00056878664,0.000008213536,0.000015932661,0.00003488617,0.0003139546],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964735,0.00039026752,0.00080652157,0.00027091976,0.0017070901,0.0003517001],"domain_scores_gemma":[0.99471706,0.0011134066,0.0014398476,0.00071111106,0.0017543634,0.0002642352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013708713,0.00018498952,0.00063373864,0.00016665085,0.0001591382,0.00006830921,0.00055749324,0.000092909555,0.00001927641],"category_scores_gemma":[0.0012456462,0.00014202115,0.00054808514,0.0025329497,0.00030132788,0.00015362355,0.00041015464,0.0007981333,0.0000063974217],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014205188,0.0006988894,0.8888994,0.0002782048,0.0006707537,0.000072930445,0.006865414,0.003922139,0.025313877,0.0000058830524,0.06905076,0.004079713],"study_design_scores_gemma":[0.002621719,0.0005963742,0.94821036,0.00034857518,0.00027609576,0.000017924296,0.017443186,0.007442711,0.013776852,0.00032951243,0.008840107,0.00009661018],"about_ca_topic_score_codex":0.0018906273,"about_ca_topic_score_gemma":0.00024574695,"teacher_disagreement_score":0.06021065,"about_ca_system_score_codex":0.0003998829,"about_ca_system_score_gemma":0.0005894295,"threshold_uncertainty_score":0.5791455},"labels":[],"label_agreement":null},{"id":"W3199723711","doi":"10.1016/j.mad.2021.111570","title":"A quantile frailty index without dichotomization","year":2021,"lang":"en","type":"article","venue":"Mechanisms of Ageing and Development","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Dalhousie Medical Research Foundation","keywords":"Quantile; Population; Ranking (information retrieval); Medicine; Index (typography); Statistics; Construct (python library); Demography; Gerontology; Computer science; Mathematics; Artificial intelligence; Environmental health","score_opus":0.02438641419782927,"score_gpt":0.27115724470202685,"score_spread":0.24677083050419757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199723711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6831944,0.00020119791,0.31419352,0.00045128507,0.00018221284,0.0002280727,0.000002789007,0.00008116585,0.0014653531],"genre_scores_gemma":[0.91347456,0.000027452552,0.08454231,0.00029544786,0.000016556576,0.0000126531395,0.00003453942,0.000015293168,0.0015811628],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9990619,0.000020512323,0.0002624148,0.00022744572,0.00027388192,0.00015387993],"domain_scores_gemma":[0.99950004,0.000025600044,0.000072156676,0.00016324804,0.00014445424,0.00009452856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001526689,0.000112181966,0.0002458142,0.00007317342,0.00006767885,0.000015709089,0.000035659414,0.00007470047,0.00012467556],"category_scores_gemma":[0.00011729447,0.000104329694,0.000024585757,0.0001233757,0.000020844973,0.000046541438,0.00006703265,0.00009123333,0.000010660686],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007439906,0.0014369427,0.09950257,0.0026892053,0.000991476,0.0018758968,0.016267428,0.00017239338,0.51737463,0.010843839,0.0021873545,0.34591427],"study_design_scores_gemma":[0.0035907594,0.00016178512,0.18133526,0.00094075996,0.0000560357,0.0001962718,0.000982902,0.001190779,0.8002235,0.0023563628,0.008633747,0.000331808],"about_ca_topic_score_codex":0.000028818426,"about_ca_topic_score_gemma":0.00003851725,"teacher_disagreement_score":0.34558246,"about_ca_system_score_codex":0.000034284134,"about_ca_system_score_gemma":0.00023924686,"threshold_uncertainty_score":0.42544416},"labels":[],"label_agreement":null},{"id":"W3199771767","doi":"10.1002/hep.32157","title":"Frailty is associated with increased risk of cirrhosis disease progression and death","year":2021,"lang":"en","type":"article","venue":"Hepatology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Alexandra Hospital; Orthopaedic Innovation Centre; University of Calgary; University of Alberta","funders":"","keywords":"Cirrhosis; Medicine; Internal medicine; Model for End-Stage Liver Disease; Gastroenterology; Liver disease; Stage (stratigraphy); Liver transplantation; Transplantation","score_opus":0.022161055099327313,"score_gpt":0.2919521215714009,"score_spread":0.26979106647207357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199771767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99630225,0.0011002045,0.000047089416,0.0015561993,0.000038979724,0.00020885744,0.000104479834,0.00005084819,0.0005911211],"genre_scores_gemma":[0.9979367,0.0002205898,0.00085433095,0.00061761914,0.00001720408,0.00002294009,0.00011102563,0.000019250841,0.00020029642],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893045,0.00016383051,0.00020038606,0.0002980616,0.00019691796,0.00021032892],"domain_scores_gemma":[0.99888086,0.00019907314,0.00014549136,0.00031500196,0.00022475244,0.00023484677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000094157156,0.00012964406,0.0003988655,0.000056318684,0.000050169914,0.000004771906,0.000040481544,0.00012463516,0.00023225884],"category_scores_gemma":[0.001061766,0.00010065721,0.000050430153,0.00017984632,0.000118753305,0.000032898555,0.000055783446,0.00017148188,0.00000604139],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002965175,0.00028894257,0.9939321,0.00008947942,0.0001934036,0.0006155077,0.000167417,8.574412e-8,0.0003861945,0.000059241767,0.0009847898,0.0029863217],"study_design_scores_gemma":[0.0030911404,0.00032516598,0.98681533,0.00037492657,0.0005586038,0.00014486363,0.000035074278,0.0011467229,0.0060655805,0.00025199875,0.0010679251,0.00012265168],"about_ca_topic_score_codex":0.00019294232,"about_ca_topic_score_gemma":0.00015388076,"teacher_disagreement_score":0.007116752,"about_ca_system_score_codex":0.000035955967,"about_ca_system_score_gemma":0.00025676296,"threshold_uncertainty_score":0.4104682},"labels":[],"label_agreement":null},{"id":"W3199796295","doi":"10.1002/nau.24795","title":"International Continence Society white paper on ethical considerations in older adults with urinary incontinence","year":2021,"lang":"en","type":"article","venue":"Neurourology and Urodynamics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Medicine; Urinary incontinence; Health professionals; Ethical issues; Health care; White paper; White (mutation); Nursing; Urology; Engineering ethics","score_opus":0.007124223953848641,"score_gpt":0.2511912859654532,"score_spread":0.24406706201160455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3199796295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8813656,0.00005218133,0.00020617995,0.11513229,0.00023051136,0.00018537164,0.00001287404,0.00004143175,0.0027735853],"genre_scores_gemma":[0.95880705,0.000188358,0.0016631266,0.03870028,0.000069250505,0.000018467788,0.000048388833,0.000017200246,0.0004878909],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988069,0.0000981933,0.00023329827,0.0004624522,0.00018416192,0.00021498834],"domain_scores_gemma":[0.9990952,0.00034828903,0.000056639532,0.0002366794,0.00017826298,0.00008493302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011038459,0.00015588569,0.00022292482,0.000049624872,0.00006970299,0.000019950727,0.000057217687,0.0002712043,0.0001698506],"category_scores_gemma":[0.00036962194,0.00013914284,0.0000454133,0.00011804446,0.00023885161,0.000080645244,0.00008039166,0.0011471381,0.0000065211048],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019092774,0.0015728641,0.9669382,0.00015257199,0.00014406124,0.006506101,0.0043791244,0.000602179,0.002009622,0.009491518,0.003992033,0.0023024576],"study_design_scores_gemma":[0.0050628036,0.00071539945,0.9735271,0.00014715205,0.000038429334,0.003472783,0.00019196232,0.014430018,0.000035423498,0.00023866932,0.0019711035,0.00016916597],"about_ca_topic_score_codex":0.000009753145,"about_ca_topic_score_gemma":0.00018484733,"teacher_disagreement_score":0.07744146,"about_ca_system_score_codex":0.00001848748,"about_ca_system_score_gemma":0.0001081183,"threshold_uncertainty_score":0.567408},"labels":[],"label_agreement":null},{"id":"W3200669805","doi":"10.23889/ijpds.v6i1.1650","title":"Machine learning for identification of frailty in Canadian primary care practices","year":2021,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Frailty in Older Adults","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; University of Manitoba; McMaster University; Dalhousie University; Manitoba Health; University of British Columbia; University of Calgary","funders":"Canadian Frailty Network; Michael Smith Health Research BC","keywords":"Machine learning; Context (archaeology); Receiver operating characteristic; Medicine; Artificial intelligence; Medical record; Primary care; Oversampling; Computer science; Family medicine; Internal medicine","score_opus":0.09551632604470203,"score_gpt":0.4260697510684341,"score_spread":0.3305534250237321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200669805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9509138,0.0014796756,0.019550053,0.016884984,0.00592902,0.0012768011,0.00271612,0.000032026135,0.0012175438],"genre_scores_gemma":[0.98586094,0.00006802517,0.008637867,0.00015735009,0.00017906528,0.0000074189215,0.0047117397,0.000007907283,0.0003696714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847955,0.000023177547,0.00045770977,0.00026792206,0.0005944411,0.00017721605],"domain_scores_gemma":[0.9973482,0.00012928997,0.0005652937,0.0002527205,0.0015711644,0.00013333782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011000212,0.00006135654,0.00011446679,0.0004042746,0.00015906568,0.00013075898,0.00055744,0.000034845805,0.00002576838],"category_scores_gemma":[0.007419151,0.00006157855,0.00003673582,0.00028155878,0.000053666412,0.0014688555,0.00008531443,0.00015501856,0.0000015298544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022090864,0.00011234878,0.89490575,0.00018416095,0.00005608962,0.00003470623,0.0007907731,0.002959913,0.0235317,0.001844465,0.00048809726,0.07487111],"study_design_scores_gemma":[0.0016190547,0.00007503126,0.86033714,0.0002638726,0.000039732586,0.0003181343,0.00044170357,0.089559324,0.002661053,0.0004928173,0.044074707,0.00011741649],"about_ca_topic_score_codex":0.01848004,"about_ca_topic_score_gemma":0.075631134,"teacher_disagreement_score":0.08659941,"about_ca_system_score_codex":0.0005740341,"about_ca_system_score_gemma":0.0013931574,"threshold_uncertainty_score":0.988056},"labels":[],"label_agreement":null},{"id":"W3200980115","doi":"10.14740/cr1306","title":"Clinical Characteristics of Older Heart Failure Patients With Hospital-Acquired Disability: A Preliminary, Single-Center, Observational Study","year":2021,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Interquartile range; Medicine; Heart failure; Internal medicine; Observational study; Single Center; Cardiology; Physical therapy","score_opus":0.14717211694828455,"score_gpt":0.4094343031174022,"score_spread":0.2622621861691177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200980115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99344903,0.00005315942,0.000028398657,0.004184239,0.0003135896,0.0016986979,0.00010736026,0.000030187375,0.00013535333],"genre_scores_gemma":[0.9977857,0.000007126452,0.0007213688,0.00011652635,0.0003441082,0.00013651073,0.00055056135,0.000034398447,0.00030371902],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99601597,0.0012037951,0.0006842688,0.0006892555,0.0009046901,0.00050205365],"domain_scores_gemma":[0.9952462,0.0009941179,0.00009289682,0.0009822266,0.0024641333,0.00022046192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012179164,0.00017916148,0.0010342196,0.00006936508,0.00010409589,0.000017421935,0.0001897526,0.00022670503,0.000097540054],"category_scores_gemma":[0.003335668,0.00014762708,0.00018128002,0.00043314375,0.0012313147,0.000080927144,0.00035350607,0.0005409519,0.000025902385],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000870657,0.006041995,0.98301893,0.00013468885,0.00039108805,0.00014396697,0.00032757275,6.22691e-7,0.000109031724,0.000006503742,0.007323043,0.0016318918],"study_design_scores_gemma":[0.0053489874,0.009164681,0.9816344,0.0001643991,0.00008070313,0.000047144196,0.00065068074,0.00000822064,0.000041891246,0.000010913455,0.0027237914,0.0001242308],"about_ca_topic_score_codex":0.000008867455,"about_ca_topic_score_gemma":0.0000074589598,"teacher_disagreement_score":0.004599252,"about_ca_system_score_codex":0.00013371235,"about_ca_system_score_gemma":0.00036068563,"threshold_uncertainty_score":0.6020058},"labels":[],"label_agreement":null},{"id":"W3201476882","doi":"10.1093/ajcn/nqab317","title":"A proinflammatory diet is associated with increased odds of frailty after 12-year follow-up in a cohort of adults","year":2021,"lang":"en","type":"article","venue":"American Journal of Clinical Nutrition","topic":"Frailty in Older Adults","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; Institute of Aging; National Institutes of Health; National Institute of Arthritis and Musculoskeletal and Skin Diseases; U.S. Department of Agriculture","keywords":"Odds; Proinflammatory cytokine; Cohort; Medicine; Odds ratio; Gerontology; Cohort study; Demography; Internal medicine; Logistic regression; Inflammation; Sociology","score_opus":0.021940808320691344,"score_gpt":0.3201031712039449,"score_spread":0.29816236288325354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201476882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99782026,0.00015733697,0.000050009527,0.001263875,0.000108470325,0.0003498426,0.000050300947,0.000009055566,0.00019084665],"genre_scores_gemma":[0.99610865,0.00039340503,0.0027454079,0.00048158367,0.00016291106,0.000016818069,0.000028439714,0.000027123115,0.000035666504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99624914,0.00044281888,0.0020670972,0.00024366943,0.0007739733,0.00022331372],"domain_scores_gemma":[0.9956498,0.0008187814,0.0017293756,0.000300557,0.0012465338,0.00025494013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011069945,0.00016896224,0.001509615,0.00018042937,0.000011766991,0.0000058642736,0.000115094306,0.0001413355,0.00013071838],"category_scores_gemma":[0.00364852,0.00014051363,0.000429755,0.0005604466,0.0004900203,0.00013356587,0.000031374555,0.0006385684,0.000002449284],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.031952944,0.0028410424,0.956938,0.00024889607,0.00056308793,0.0006589556,0.00040142247,7.5042453e-7,0.0006566847,0.0000035401854,0.0008756026,0.004859045],"study_design_scores_gemma":[0.024732744,0.00959096,0.95458484,0.0070463642,0.00036285142,0.000117224445,0.00080522645,0.0000464413,0.0023229157,0.00007559787,0.00017207408,0.00014274941],"about_ca_topic_score_codex":0.00011916231,"about_ca_topic_score_gemma":0.00021622056,"teacher_disagreement_score":0.007220199,"about_ca_system_score_codex":0.000081634054,"about_ca_system_score_gemma":0.00054475246,"threshold_uncertainty_score":0.572998},"labels":[],"label_agreement":null},{"id":"W3202758072","doi":"10.3390/jcm10194500","title":"Prehabilitation Program in Elderly Patients: A Prospective Cohort Study of Patients Followed Up Postoperatively for Up to 6 Months","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Montreal General Hospital","funders":"","keywords":"Prehabilitation; Medicine; Interquartile range; Physical therapy; Cohort; Observational study; Prospective cohort study; Surgery; Internal medicine","score_opus":0.04065820340358443,"score_gpt":0.42783170357793743,"score_spread":0.387173500174353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3202758072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875416,0.0000651598,0.00013606476,0.0031040572,0.0018957618,0.007010363,0.000012237201,0.0000122377805,0.00022252428],"genre_scores_gemma":[0.99553454,0.000018061992,0.0030547073,0.00037973595,0.0003346352,0.00021262052,0.000024894645,0.00002815139,0.00041266863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99464786,0.00035582035,0.0032423716,0.00038963705,0.0011137617,0.00025055875],"domain_scores_gemma":[0.9913276,0.0017542235,0.0009759527,0.0003158749,0.0052742218,0.00035214997],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0018944452,0.0002121662,0.0016215924,0.00024432715,0.00003164288,0.00000780643,0.00015139839,0.00014608358,0.00006195893],"category_scores_gemma":[0.043484326,0.00014875106,0.00024357995,0.00055656483,0.00012528583,0.00016821081,0.00004638974,0.00052974216,0.0000019225724],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0056474255,0.010122039,0.9159107,0.00012327319,0.00033290824,0.000029048364,0.007531377,0.0000065972763,0.00003719231,0.0000062020977,0.0023652527,0.057887964],"study_design_scores_gemma":[0.042692423,0.103112616,0.84851736,0.0010401957,0.00035149694,0.0000040212985,0.0034852175,0.000032527278,0.00007020752,0.00007778911,0.0005137877,0.000102359205],"about_ca_topic_score_codex":0.000041075655,"about_ca_topic_score_gemma":0.00018738663,"teacher_disagreement_score":0.09299058,"about_ca_system_score_codex":0.00016462087,"about_ca_system_score_gemma":0.00034308832,"threshold_uncertainty_score":0.9645728},"labels":[],"label_agreement":null},{"id":"W3203320354","doi":"10.12688/wellcomeopenres.17208.1","title":"Frailty in people with rheumatoid arthritis: a systematic review of observational studies","year":2021,"lang":"en","type":"review","venue":"Wellcome Open Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Medical Research Council; Wellcome Trust","keywords":"Medicine; Rheumatoid arthritis; Checklist; Observational study; Context (archaeology); Physical therapy; Gerontology; Internal medicine; Systematic review; MEDLINE; Psychology","score_opus":0.43624513660416664,"score_gpt":0.5067472216744494,"score_spread":0.07050208507028277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203320354","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000006359667,0.98147994,0.000001170283,0.001031107,0.00006524047,0.014190077,0.00007498459,0.000015404907,0.003135698],"genre_scores_gemma":[0.000004501991,0.9884692,0.00061559764,0.00014186662,0.000036223,0.004819085,0.00049023953,0.00009662913,0.0053266827],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99121845,0.0024174603,0.0024499318,0.00088238873,0.0023758556,0.0006559213],"domain_scores_gemma":[0.9921445,0.003272941,0.00062539906,0.0017939734,0.0019589553,0.00020418556],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007861424,0.0004985329,0.009559627,0.0005741799,0.00010295371,0.0001046678,0.0014096035,0.00023961341,0.0006761871],"category_scores_gemma":[0.008349467,0.00033739876,0.00039085862,0.003486684,0.000286602,0.00019129673,0.0013489601,0.00154754,0.00023896653],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013079981,0.00024036577,0.00008951023,0.9714371,0.0008133751,0.00026893718,0.00017210451,9.240468e-8,5.511461e-8,0.00050391065,0.009203796,0.017257705],"study_design_scores_gemma":[0.0007167224,0.00020645409,0.000029593768,0.8114313,0.0002505365,0.00040777915,0.00035229622,0.0000013623342,5.3739575e-7,0.000016983817,0.1863535,0.00023293226],"about_ca_topic_score_codex":0.00030186085,"about_ca_topic_score_gemma":0.0007468486,"teacher_disagreement_score":0.17714971,"about_ca_system_score_codex":0.00061075453,"about_ca_system_score_gemma":0.0035023394,"threshold_uncertainty_score":0.9999078},"labels":[],"label_agreement":null},{"id":"W3203449392","doi":"10.1016/s2666-7568(21)00201-4","title":"Not a disease: a global call for action urging revision of the ICD-11 classification of old age","year":2021,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; International Development Research Centre","funders":"","keywords":"Scopus; Disease; Gerontology; Privilege (computing); Population ageing; Population; Vulnerability (computing); Medicine; Demography; Psychology; MEDLINE; Political science; Pathology; Sociology; Environmental health; Computer science","score_opus":0.11250062955666346,"score_gpt":0.39127914757325827,"score_spread":0.2787785180165948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203449392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90170324,0.00067920063,0.001030014,0.09481443,0.00032395244,0.0010335089,0.00019352447,0.000034516455,0.00018761096],"genre_scores_gemma":[0.9961852,0.00038084344,0.00059334986,0.002156317,0.0003612736,0.000021149292,0.00004543734,0.000011008498,0.00024544285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985862,0.00022856733,0.0003636806,0.00022918869,0.00035463148,0.00023773882],"domain_scores_gemma":[0.9982237,0.00023696228,0.00029556124,0.00092436065,0.00021704426,0.0001023269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069940794,0.00010568508,0.00040769516,0.000014870755,0.00010512322,0.000007702749,0.00017512964,0.000065781904,0.000013283923],"category_scores_gemma":[0.0010030109,0.00006549323,0.00015082431,0.0002917769,0.000107170476,0.000050566035,0.000065671506,0.00017260414,0.0000022904928],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016698288,0.0020150375,0.5567239,0.028690077,0.0002918893,0.000048299684,0.0029611113,0.00017500244,0.05080754,0.022061048,0.05280557,0.26672226],"study_design_scores_gemma":[0.0017038451,0.00011813667,0.98019123,0.0007579792,0.00014453064,0.000014902621,0.0000860405,0.00128108,0.0019691691,0.0003421071,0.013321169,0.00006979736],"about_ca_topic_score_codex":0.00021657014,"about_ca_topic_score_gemma":0.00052878197,"teacher_disagreement_score":0.42346737,"about_ca_system_score_codex":0.00019750607,"about_ca_system_score_gemma":0.00028606702,"threshold_uncertainty_score":0.26707363},"labels":[],"label_agreement":null},{"id":"W3203525309","doi":"10.6133/apjcn.202109_30(3).0012","title":"The overlap of frailty and malnutrition in older hospitalised patients: An observational study.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Observational study; Malnutrition; Medicine; Gerontology; Pediatrics; Internal medicine","score_opus":0.07454465818096669,"score_gpt":0.29385932884896665,"score_spread":0.21931467066799998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3203525309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996278,0.00019192643,0.000002525941,0.0018577809,0.00012100185,0.0011901942,0.00001924494,0.000012673965,0.00032668642],"genre_scores_gemma":[0.9985624,0.000028288003,0.00009543886,0.00024423347,0.000046914178,0.00054773374,0.000096205484,0.00000967331,0.00036913768],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990235,0.00006867383,0.00025036428,0.00018571134,0.0003019974,0.00016977865],"domain_scores_gemma":[0.9992916,0.00011502095,0.000059690596,0.00023541693,0.00022509835,0.00007314587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021440657,0.00007505001,0.0001473997,0.000036683497,0.00003742533,0.000018970184,0.00005124567,0.00004304235,0.000014312275],"category_scores_gemma":[0.0005410995,0.000058833644,0.000024754727,0.00019804022,0.0000514371,0.00014688006,0.00003748306,0.00009473682,6.189768e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006999354,0.0011865542,0.972453,0.0000329161,0.000021467513,0.000009455682,0.00038591772,6.507667e-7,0.000020036912,0.00009219717,0.00047863828,0.025249148],"study_design_scores_gemma":[0.004530716,0.000109583605,0.99373674,0.000025668392,0.000021390815,0.0000021713015,0.00066936255,0.000024512887,0.00021607669,0.00021330208,0.00039167746,0.000058767404],"about_ca_topic_score_codex":0.000048768976,"about_ca_topic_score_gemma":0.00017778295,"teacher_disagreement_score":0.025190381,"about_ca_system_score_codex":0.00004750574,"about_ca_system_score_gemma":0.000032398606,"threshold_uncertainty_score":0.23991664},"labels":[],"label_agreement":null},{"id":"W3204029077","doi":"10.1590/0034-7167-2020-0973","title":"Frailty in the elderly: screening possibilities in Primary Health Care","year":2021,"lang":"en","type":"article","venue":"Revista Brasileira de Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Observational study; Medicine; Gerontology; Kappa; Frailty Index; Correlation; Cohen's kappa; Vulnerability (computing); Spearman's rank correlation coefficient; Primary health care; Scale (ratio); Statistics; Environmental health; Internal medicine","score_opus":0.05193044612427755,"score_gpt":0.3441811378465784,"score_spread":0.29225069172230084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204029077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9764583,0.011113387,0.0003650509,0.0032117304,0.000070096714,0.00077379803,0.00003717225,0.00008687413,0.007883588],"genre_scores_gemma":[0.9862609,0.00015323728,0.0034708846,0.008412981,0.00019289015,0.000054475386,0.00025086227,0.00004513443,0.001158645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99719393,0.00058359816,0.0006399405,0.00049649854,0.00046473418,0.0006212699],"domain_scores_gemma":[0.99837327,0.00037013195,0.00010857487,0.0008888497,0.00011053481,0.0001486114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007814355,0.00025880328,0.0006029577,0.00017325202,0.00008745011,0.00013235625,0.0002690219,0.0001296902,0.00014273895],"category_scores_gemma":[0.000572161,0.00021682018,0.00015202018,0.00071453355,0.000094931514,0.00016876683,0.000110212124,0.0008222142,0.000023608167],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013248996,0.00035375828,0.84316003,0.0038122614,0.000044468692,0.0024878317,0.032716658,0.000036865138,0.00061304675,0.0011144108,0.010293089,0.105235115],"study_design_scores_gemma":[0.0018140805,0.00022636265,0.97742116,0.0013650215,0.000022225286,0.00035998266,0.008767425,0.00004389974,0.000124653,0.000029672818,0.009600505,0.00022501333],"about_ca_topic_score_codex":0.0004870092,"about_ca_topic_score_gemma":0.00063070527,"teacher_disagreement_score":0.13426115,"about_ca_system_score_codex":0.0006690832,"about_ca_system_score_gemma":0.0010599493,"threshold_uncertainty_score":0.884167},"labels":[],"label_agreement":null},{"id":"W3204073149","doi":"10.1093/gerona/glab297","title":"Aerobic Exercise Attenuates Frailty in Aging Male and Female C57Bl/6 Mice and Effects Systemic Cytokines Differentially by Sex","year":2021,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Aerobic exercise; Life expectancy; Internal medicine; Systemic inflammation; Physiology; Inflammation; Endocrinology; Gerontology; Population","score_opus":0.023678044588519614,"score_gpt":0.2872306936573362,"score_spread":0.2635526490688166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204073149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9481462,0.044729535,0.00006194773,0.006461198,0.00015412214,0.0003285464,0.00000865116,0.000019027115,0.00009076567],"genre_scores_gemma":[0.99152005,0.005929742,0.00034574314,0.00028284467,0.00005560485,0.000019502473,0.0000075518337,0.000024226574,0.0018147085],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99848545,0.00025651135,0.00046465936,0.0002748165,0.00017753354,0.0003410579],"domain_scores_gemma":[0.99884933,0.00038491958,0.00022917612,0.00029648098,0.00012695223,0.00011316447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036769672,0.0002278491,0.00079881976,0.00008675651,0.000119192075,0.000037303038,0.00012879435,0.00015009512,0.000060889855],"category_scores_gemma":[0.00024309076,0.0001655984,0.000058645248,0.00012511176,0.00033169665,0.00017675257,0.00014686947,0.00038949,0.0000023512462],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054343155,0.00019388286,0.1928103,0.002785275,0.00031418298,0.00074122596,0.008245902,0.000010623973,0.78665674,0.00004178313,0.001327669,0.006328987],"study_design_scores_gemma":[0.010874293,0.0009977083,0.41583115,0.012246057,0.0010108838,0.04039024,0.013547722,0.000080793754,0.50316036,0.00082050974,0.0003922548,0.00064805563],"about_ca_topic_score_codex":0.00016218095,"about_ca_topic_score_gemma":0.0005625324,"teacher_disagreement_score":0.2834964,"about_ca_system_score_codex":0.00004215676,"about_ca_system_score_gemma":0.00007445687,"threshold_uncertainty_score":0.67529064},"labels":[],"label_agreement":null},{"id":"W3204401612","doi":"10.1016/j.cjca.2021.09.027","title":"The Crying Need for Validated Consensus Frailty Measurement Standards: Will the Real Frailty Please Stand Up?","year":2021,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo; Research Institute for Aging","funders":"","keywords":"Medicine; Gerontology; Crying; Value (mathematics); Psychiatry; Computer science; Machine learning","score_opus":0.07860342954179746,"score_gpt":0.3003027956378636,"score_spread":0.22169936609606616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204401612","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00204253,0.012455375,0.0024412854,0.9652381,0.008578814,0.0015835594,0.003066166,0.000024209621,0.0045699542],"genre_scores_gemma":[0.2548607,0.004300634,0.001133662,0.62922823,0.09387977,0.00029585976,0.0012787271,0.00090985064,0.014112533],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99464333,0.0010694764,0.0012602115,0.00044637435,0.0013331907,0.0012474263],"domain_scores_gemma":[0.9903296,0.0014689548,0.00083477196,0.0010635869,0.0055043176,0.0007987597],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0036921366,0.0005537444,0.0016601154,0.0003041617,0.00073891255,0.00017934259,0.00070484047,0.0010380055,0.00007386772],"category_scores_gemma":[0.006821583,0.00034166581,0.0009907612,0.00024371519,0.0009419006,0.000051110797,0.000041064824,0.0034782097,0.0000027679657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032184756,0.0000013458445,0.0003921458,0.00014824542,0.0023477944,0.003313599,0.00028209473,0.000118194694,0.0001081454,0.000025809459,0.99038845,0.0025523198],"study_design_scores_gemma":[0.0032331843,0.00048924296,0.00060985633,0.00064609695,0.0013096278,0.003131118,0.0009009954,0.00001085101,0.00008720156,0.00027965277,0.9889702,0.00033195358],"about_ca_topic_score_codex":0.0019338751,"about_ca_topic_score_gemma":0.0061611305,"teacher_disagreement_score":0.33600983,"about_ca_system_score_codex":0.002482778,"about_ca_system_score_gemma":0.022654017,"threshold_uncertainty_score":0.99990356},"labels":[],"label_agreement":null},{"id":"W3204555642","doi":"10.4187/respcare.09225","title":"Respiratory Symptoms Are Associated With Frailty in Older Adults With Normal Spirometry, Independent of Smoking, in the Canadian Longitudinal Study of Aging","year":2021,"lang":"en","type":"article","venue":"Respiratory Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; NOSM University; Ottawa Hospital; Impact; Health Sciences North","funders":"Canadian Institutes of Health Research; Lung Health Foundation; Government of Canada","keywords":"Medicine; Spirometry; Longitudinal study; Gerontology; Respiratory system; Physical therapy; Internal medicine; Asthma; Pathology","score_opus":0.031924860476736976,"score_gpt":0.2875973546371613,"score_spread":0.2556724941604243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204555642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964463,0.0013336628,0.0000017627887,0.00008713656,0.00006335002,0.0011396084,0.00006278885,0.00002134482,0.0008440316],"genre_scores_gemma":[0.99909,0.0000016712177,0.000010673021,0.0006643275,0.000052072362,0.00007735552,0.000029687017,0.00005374212,0.000020467054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962517,0.0004488926,0.00071786856,0.00061202154,0.0013904913,0.0005790116],"domain_scores_gemma":[0.9974214,0.0001568941,0.00041313682,0.0009013585,0.00089137786,0.00021581938],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00065568107,0.00034503345,0.00074448047,0.0008040641,0.00010267026,0.000030488094,0.00033690338,0.00024197412,0.00007720967],"category_scores_gemma":[0.00037517308,0.0002580844,0.000077421566,0.0019905947,0.00015986802,0.00014014948,0.000079380494,0.000911532,0.0000013272579],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017608466,0.0007095007,0.97745377,0.00033023686,0.00015957457,0.0033228004,0.016789662,0.00012575107,0.000069863156,0.0000066580124,0.000059834485,0.0007962636],"study_design_scores_gemma":[0.009961477,0.0018346804,0.9367034,0.0032370694,0.00012963396,0.000027608037,0.045844745,0.0000020931664,0.0018670255,6.8741275e-7,0.00013096698,0.00026064922],"about_ca_topic_score_codex":0.037466295,"about_ca_topic_score_gemma":0.914748,"teacher_disagreement_score":0.8772817,"about_ca_system_score_codex":0.0009889234,"about_ca_system_score_gemma":0.0017524471,"threshold_uncertainty_score":0.9999871},"labels":[],"label_agreement":null},{"id":"W3204648954","doi":"10.9789/2175-5361.rpcfo.v13.10560","title":"Fragility profile of elderly care in primary health care / Perfil de fragilidade de idosos atendidos na atenção primária à saúde","year":2021,"lang":"pt","type":"article","venue":"Revista de Pesquisa Cuidado é Fundamental Online","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Primary health care; Primary care; Family medicine; Population","score_opus":0.016135714284180903,"score_gpt":0.3102496513331027,"score_spread":0.2941139370489218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3204648954","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86801755,0.11650574,0.00024400644,0.0043693637,0.0005096847,0.0029426285,0.0063147075,0.00018693745,0.0009094077],"genre_scores_gemma":[0.971457,0.0026430592,0.009773776,0.0044840495,0.00078048615,0.00015361418,0.008524972,0.00030293522,0.0018800899],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9887382,0.0017440167,0.0031285982,0.002026563,0.0015583474,0.002804268],"domain_scores_gemma":[0.9938757,0.00040802694,0.0011344826,0.0021425849,0.0009111354,0.00152809],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0013431865,0.0013716267,0.003022287,0.0004753717,0.00035456824,0.00021925078,0.00089688646,0.0009325734,0.0018015915],"category_scores_gemma":[0.0009338446,0.0015367431,0.00091186096,0.0014890612,0.0005361873,0.00031949126,0.00070470374,0.002505499,0.00009821936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.003032818,0.007280621,0.6635815,0.06139863,0.0009074598,0.0030545369,0.06967128,0.00014206632,0.04906651,0.00021622087,0.0061415653,0.13550681],"study_design_scores_gemma":[0.023385461,0.008519284,0.7539577,0.025319017,0.0014470451,0.0018798582,0.09036787,0.0019772297,0.01930975,0.000032436223,0.07059251,0.0032118366],"about_ca_topic_score_codex":0.0029016614,"about_ca_topic_score_gemma":0.0014547679,"teacher_disagreement_score":0.13229497,"about_ca_system_score_codex":0.014483631,"about_ca_system_score_gemma":0.012059423,"threshold_uncertainty_score":0.99990344},"labels":[],"label_agreement":null},{"id":"W3205001626","doi":"10.4103/ijcm.ijcm_616_20","title":"Frailty, disability, and mortality in a rural community-dwelling elderly cohort from Northern India","year":2021,"lang":"en","type":"article","venue":"Indian Journal of Community Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hazard ratio; Gerontology; Cohort; Confidence interval; Odds ratio; Cohort study; Demography; Internal medicine","score_opus":0.04676168761401708,"score_gpt":0.3310213894537036,"score_spread":0.2842597018396865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205001626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98915255,0.0016136852,0.00005008012,0.007318049,0.00037024514,0.00029167964,0.000032702126,0.00002506884,0.0011459406],"genre_scores_gemma":[0.99743974,0.00044987455,0.00031702884,0.0011280535,0.00041868686,0.000004153146,0.00016174906,0.000040474817,0.00004025898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99425757,0.0029413523,0.0014250305,0.0001249523,0.00084392796,0.00040717894],"domain_scores_gemma":[0.994582,0.0024121418,0.00054343353,0.0013296714,0.0005540484,0.00057873037],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0037980466,0.00034122774,0.0013313458,0.0002520824,0.00036830892,0.000039874492,0.00059302466,0.00025127656,0.00033999662],"category_scores_gemma":[0.0025951331,0.00029238072,0.00015689121,0.0005700971,0.0012172272,0.0002796659,0.00029128688,0.005927713,0.00000655197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015994135,0.0008417996,0.9441375,0.00018999104,0.00035867348,0.0009881245,0.03290994,0.0000075184835,0.00082070706,0.000007169272,0.00014325835,0.019435389],"study_design_scores_gemma":[0.005587595,0.0011198424,0.94736105,0.0027213236,0.00031582834,0.001754011,0.03729459,0.000015337338,0.00037165725,0.0029448883,0.00030366055,0.0002102089],"about_ca_topic_score_codex":0.016586037,"about_ca_topic_score_gemma":0.032502912,"teacher_disagreement_score":0.01922518,"about_ca_system_score_codex":0.00030191126,"about_ca_system_score_gemma":0.00037017182,"threshold_uncertainty_score":0.99995285},"labels":[],"label_agreement":null},{"id":"W3205488184","doi":"10.25419/rcsi.14915262.v1","title":"Frailty in Hospitalised Older Adults and their Spouses: A Cross-Sectional Study","year":2021,"lang":"en","type":"dissertation","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spouse; Medicine; Gerontology; Context (archaeology); Marital status; Geriatric Depression Scale; Geriatrics; Population; Cognition; Psychiatry; Depressive symptoms","score_opus":0.027724565298683643,"score_gpt":0.32147526925241826,"score_spread":0.2937507039537346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205488184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88662666,0.001585485,2.6151454e-8,0.000024630384,0.00031608873,0.0020154568,0.106887095,0.00010075176,0.0024438065],"genre_scores_gemma":[0.6144833,0.000008258074,0.0000094045945,0.000092427435,0.00021634126,0.00065488456,0.37771797,0.00007339069,0.0067440355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777925,0.0000529777,0.00053465326,0.00085548556,0.00044870534,0.00032890428],"domain_scores_gemma":[0.998489,0.000170207,0.00019785612,0.00048959197,0.0004934305,0.0001599192],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006282524,0.00045752403,0.00060490903,0.00023599112,0.00007806038,0.00014602682,0.00016847251,0.0005387921,0.10205836],"category_scores_gemma":[0.0016789449,0.00041614615,0.00015566063,0.00032660257,0.00000916124,0.00013933201,0.00007025987,0.00077076507,0.00028210375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002023038,0.004667458,0.7443919,0.012507875,0.0008498853,0.0025564667,0.062986776,0.000007100922,0.00008884722,0.000001713981,0.15059865,0.019320266],"study_design_scores_gemma":[0.0043262965,0.00027345694,0.9754411,0.011309349,0.000022177059,0.000043416603,0.0064599537,0.000030842522,0.00019388304,0.0000043325476,0.0015235875,0.00037159974],"about_ca_topic_score_codex":0.0001412782,"about_ca_topic_score_gemma":0.0024031783,"teacher_disagreement_score":0.27214336,"about_ca_system_score_codex":0.00013386979,"about_ca_system_score_gemma":0.00037917204,"threshold_uncertainty_score":0.99982905},"labels":[],"label_agreement":null},{"id":"W3206486275","doi":"10.54488/ijcar.2021.295","title":"The Fifth World Congress on Resilience","year":2021,"lang":"en","type":"article","venue":"International Journal of Child and Adolescent Resilience","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Political science; Convention; Promotion (chess); Library science; Economic growth; Law; Politics","score_opus":0.009155176939899234,"score_gpt":0.2857434499072667,"score_spread":0.27658827296736743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206486275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6120271,0.008322589,0.0004150751,0.34656355,0.0077067087,0.0003198789,0.000015585143,0.0000323825,0.02459711],"genre_scores_gemma":[0.986164,0.0021326428,0.00014609999,0.006128545,0.0005191924,6.461612e-7,0.0000014178617,0.0000069199614,0.004900543],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998431,0.00004695503,0.00036405426,0.00016341184,0.00083670276,0.00015785574],"domain_scores_gemma":[0.99869996,0.0001696943,0.00021505309,0.00017228308,0.0005978984,0.00014511653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022142795,0.00010487343,0.00015539734,0.00009824992,0.000116126655,0.00010364889,0.00031725346,0.000026246058,0.00004458327],"category_scores_gemma":[0.0006278604,0.00006582548,0.0000902055,0.00013004609,0.00020442574,0.00011757706,0.00007362827,0.00041306365,0.000010031373],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004898274,0.0022311762,0.20317191,0.000180987,0.0006030122,0.006426779,0.000750251,0.00086458644,0.01056835,0.017589565,0.24365166,0.5090635],"study_design_scores_gemma":[0.002586498,0.00031535258,0.48290658,0.005580984,0.000042775635,0.0047960067,0.00027511184,0.00025049158,0.027087968,0.0005694628,0.4754118,0.00017694342],"about_ca_topic_score_codex":0.0000010926738,"about_ca_topic_score_gemma":0.0000149307125,"teacher_disagreement_score":0.5088865,"about_ca_system_score_codex":0.00006120673,"about_ca_system_score_gemma":0.00013886462,"threshold_uncertainty_score":0.2684285},"labels":[],"label_agreement":null},{"id":"W3206576542","doi":"10.1093/ije/dyab210","title":"How blood pressure predicts frailty transitions in older adults in a population-based cohort study: a multi-state transition model","year":2021,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Service de la Santé Publique, Canton de Vaud; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Hazard ratio; Medicine; Blood pressure; Cohort; Confidence interval; Population; Cohort study; Internal medicine; Gerontology; Demography; Cardiology","score_opus":0.043602572446065906,"score_gpt":0.3437772050298831,"score_spread":0.3001746325838172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206576542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9295309,0.0006972614,0.034796517,0.033719294,0.00039836884,0.0006772571,0.00013706218,0.000018777608,0.000024572488],"genre_scores_gemma":[0.9867793,0.00006370719,0.010420161,0.0021106103,0.0001556437,0.0000500626,0.00023794232,0.0000242059,0.00015841305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967897,0.0007050236,0.0013383921,0.0003924493,0.00046841623,0.00030603644],"domain_scores_gemma":[0.99764496,0.00063534355,0.00044597717,0.0002257793,0.00088599545,0.00016195184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014137322,0.00021145062,0.000810359,0.00058209564,0.000023817198,0.000016032043,0.00021246093,0.00019190377,0.00006885172],"category_scores_gemma":[0.0031756687,0.00019926099,0.00023340133,0.00023475144,0.000057383913,0.00027032962,0.000018551558,0.0007225226,0.000001348705],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091104023,0.0037865823,0.8556891,0.00006125366,0.000645982,0.0015308314,0.0023165182,0.1326186,0.00022988873,0.00003914828,0.00014295979,0.002028064],"study_design_scores_gemma":[0.012922537,0.00028744087,0.7469212,0.00079634064,0.00024990473,0.00044391188,0.00023797965,0.23751926,0.00006527973,0.00040440672,0.000034173303,0.00011756575],"about_ca_topic_score_codex":0.0003550207,"about_ca_topic_score_gemma":0.0026710168,"teacher_disagreement_score":0.10876793,"about_ca_system_score_codex":0.00014565627,"about_ca_system_score_gemma":0.00035648188,"threshold_uncertainty_score":0.8125627},"labels":[],"label_agreement":null},{"id":"W3206945219","doi":"10.2147/cia.s335172","title":"The Electronic Frailty Index is Associated with Increased Infection and All-Cause Mortality Among Older Patients with Primary Lung Cancer: A Cohort Study","year":2021,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Hazard ratio; Internal medicine; Confidence interval; Cohort; Proportional hazards model; Odds ratio; Cohort study; Retrospective cohort study; Prospective cohort study; Surgery","score_opus":0.04838406788812914,"score_gpt":0.40402816865093844,"score_spread":0.3556441007628093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206945219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972069,0.0003217899,0.00026132603,0.00032928184,0.00014974843,0.0014962204,0.0000145943095,0.00007136995,0.00014874029],"genre_scores_gemma":[0.99848455,0.00024250062,0.000014688425,0.00035890474,0.000042404423,0.00028834146,0.000113600196,0.00003366411,0.0004213626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99717826,0.00052988814,0.000888218,0.000572455,0.0004378379,0.00039332933],"domain_scores_gemma":[0.99808794,0.0005322857,0.0003357332,0.00051500805,0.00039106183,0.0001379904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013971399,0.00021300766,0.0004957592,0.000087592955,0.0001774181,0.00008520931,0.00009811799,0.00012421681,0.000086137814],"category_scores_gemma":[0.00093385583,0.00015007658,0.00017067605,0.00050046045,0.00026340355,0.0001886957,0.00014287395,0.0009869259,0.0000011577432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090660615,0.0027273288,0.99113697,0.00008486192,0.0038739,0.00004995865,0.00020208939,0.000008171538,8.1595135e-7,0.0000049162845,0.00027600225,0.0015443165],"study_design_scores_gemma":[0.006696192,0.0005748738,0.98765415,0.002249896,0.0017578661,0.0000046307787,0.00012250947,0.0007058586,0.000005734621,0.00002378016,0.00003084484,0.00017366988],"about_ca_topic_score_codex":0.0017928939,"about_ca_topic_score_gemma":0.033690646,"teacher_disagreement_score":0.031897753,"about_ca_system_score_codex":0.0004898758,"about_ca_system_score_gemma":0.00025013014,"threshold_uncertainty_score":0.983942},"labels":[],"label_agreement":null},{"id":"W3207373488","doi":"10.1188/21.onf.613-622","title":"Engaging Older Adults With Cancer and Their Caregivers to Set Research Priorities Through Cancer and Aging Research Discussion Sessions","year":2021,"lang":"en","type":"article","venue":"Oncology nursing forum","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; University of British Columbia","funders":"","keywords":"Medicine; Cancer; Gerontology; Set (abstract data type); MEDLINE; Family medicine; Internal medicine","score_opus":0.0806281404894034,"score_gpt":0.453849842617053,"score_spread":0.3732217021276496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3207373488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7189584,0.009702305,0.000056000972,0.26567623,0.00056862703,0.0008377206,0.000047853395,0.000060964267,0.0040919143],"genre_scores_gemma":[0.98592055,0.0020570816,0.0015785398,0.0009101128,0.00029437445,0.00025415956,0.000025816104,0.000059555707,0.008899819],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9970471,0.00044552542,0.00020279337,0.0007335219,0.0005316362,0.0010394182],"domain_scores_gemma":[0.99790764,0.00051386177,0.000042596585,0.00037959416,0.0008013856,0.00035490686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006667805,0.000216515,0.00042529352,0.00028127842,0.0011539122,0.00007129281,0.00011701068,0.00020745263,0.00008981993],"category_scores_gemma":[0.0002679194,0.00013763555,0.000032075524,0.000713989,0.0010109256,0.00022181291,0.00026042818,0.0013357524,0.0000028743364],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006322977,0.00024179401,0.025193771,0.00041238905,0.00009589738,0.00026284653,0.19063891,0.000008863315,0.004092511,0.00031643582,0.071399115,0.70670515],"study_design_scores_gemma":[0.0055546667,0.0013121674,0.023405686,0.031223198,0.00009667054,0.0006221252,0.7631076,0.00026142967,0.011576619,0.0008371852,0.16156612,0.0004365462],"about_ca_topic_score_codex":0.0020674958,"about_ca_topic_score_gemma":0.004394865,"teacher_disagreement_score":0.7062686,"about_ca_system_score_codex":0.0013251532,"about_ca_system_score_gemma":0.0023835674,"threshold_uncertainty_score":0.8875076},"labels":[],"label_agreement":null},{"id":"W3208014255","doi":"10.1177/00084174211051165","title":"Occupational Therapy in the Emergency Department: Patient Frailty and Unscheduled Return Visits","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Occupational Therapy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Occupational therapy; Emergency department; Medicine; Occupational safety and health; Activities of daily living; Gerontology; Physical therapy; Nursing","score_opus":0.10238852020168446,"score_gpt":0.36032456011136726,"score_spread":0.25793603990968283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208014255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98565656,0.0073062247,0.00006801145,0.0057201385,0.00044609397,0.00031208323,0.00008530277,0.0000042023794,0.00040136377],"genre_scores_gemma":[0.9932251,0.0013298072,0.00077045645,0.004091455,0.00032029138,0.000014534424,0.00011928515,0.000019999377,0.00010905125],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810714,0.00020453968,0.0006227413,0.00019973997,0.0005764769,0.00028937514],"domain_scores_gemma":[0.9982577,0.00014763801,0.0002477557,0.00023489504,0.00072323007,0.00038876393],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003844859,0.00019076122,0.00027847118,0.0002681516,0.00015494015,0.000048638685,0.00016473039,0.0001044247,0.0014086774],"category_scores_gemma":[0.00024727927,0.00013804504,0.00014135454,0.00044151433,0.00006512545,0.00018585021,0.0000066336293,0.00035678438,0.0000070645724],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011358055,0.00024470812,0.9362355,0.000013450867,0.00025236144,0.00071452523,0.0033483242,0.00005258276,0.000947235,0.0008516633,0.01230128,0.04390255],"study_design_scores_gemma":[0.002970399,0.00059448363,0.94428545,0.00007691023,0.000014405448,0.00082922634,0.00029543,0.000049054597,0.0007914194,0.00087870756,0.04906796,0.00014656571],"about_ca_topic_score_codex":0.00043300813,"about_ca_topic_score_gemma":0.006467905,"teacher_disagreement_score":0.043755982,"about_ca_system_score_codex":0.00016886042,"about_ca_system_score_gemma":0.002807056,"threshold_uncertainty_score":0.99950415},"labels":[],"label_agreement":null},{"id":"W3208281029","doi":"10.1016/j.bjps.2021.09.055","title":"Assessing patient frailty in plastic surgery: A systematic review","year":2021,"lang":"en","type":"review","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; University of Ottawa; McMaster University","funders":"","keywords":"Medicine; Frailty Index; MEDLINE; Perioperative; Data extraction; Population; Psychological intervention; Intensive care medicine; Gerontology; Surgery; Psychiatry","score_opus":0.07833882303078284,"score_gpt":0.34190066611272385,"score_spread":0.263561843081941,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208281029","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017898462,0.9895438,0.00012165404,0.00007289046,0.00676724,0.0015423979,0.000035976893,0.000029170173,0.000097010074],"genre_scores_gemma":[0.00045536328,0.9984531,0.00036107446,0.00011240658,0.0002174021,0.00013927689,0.000057830064,0.00017780354,0.000025739228],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9857768,0.0026815583,0.008258105,0.0007903717,0.0016205973,0.0008726118],"domain_scores_gemma":[0.9443452,0.044490967,0.008434742,0.000917638,0.001188162,0.00062332366],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0034574242,0.0012282127,0.01768992,0.002393563,0.00008259428,0.00018515135,0.00032683616,0.0006293136,0.00032985597],"category_scores_gemma":[0.04319597,0.0009086093,0.005096161,0.0018898386,0.0003197958,0.0004980795,0.00011079876,0.0023860093,0.00007519932],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020606465,0.00024303436,0.0004130232,0.6030294,0.00072620943,0.0046825414,0.000039988183,0.0000017083172,8.4385285e-8,0.0000043179834,0.0029867666,0.38785237],"study_design_scores_gemma":[0.00028530502,0.0001085559,0.00008893248,0.86604345,0.008429712,0.10141848,0.0002082813,0.000006598374,4.740982e-7,0.0000113563265,0.02277215,0.00062670966],"about_ca_topic_score_codex":0.0000071019554,"about_ca_topic_score_gemma":0.0000032875696,"teacher_disagreement_score":0.38722566,"about_ca_system_score_codex":0.0013929297,"about_ca_system_score_gemma":0.0071817497,"threshold_uncertainty_score":0.99991554},"labels":[],"label_agreement":null},{"id":"W3208312257","doi":"10.25905/12997940.v1","title":"Assessing the Appropriateness of Frailty Screening in the Australian General Practice Context: Ethics, Accuracy, Feasibility and Acceptability","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Medical Research Council; Australian Government; National Health and Medical Research Council; Resthaven Incorporated","keywords":"Context (archaeology); Medicine; History","score_opus":0.32858949137713633,"score_gpt":0.44076863374783243,"score_spread":0.1121791423706961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208312257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7537978,0.0011124166,0.00007015057,0.2142869,0.000104387276,0.0039903317,0.024426784,0.00013531455,0.0020758663],"genre_scores_gemma":[0.98971504,0.000004707256,0.001181373,0.0057061766,0.00017551544,0.0000637215,0.0031176573,0.000016977481,0.00001883836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976096,0.0007778986,0.00042941235,0.00040659463,0.00052331283,0.00025313956],"domain_scores_gemma":[0.99494016,0.0036345911,0.00029231398,0.00062230224,0.00038773447,0.00012288004],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010562364,0.00018304348,0.00031685483,0.000021027785,0.00014482181,0.0001456681,0.00037894235,0.00020571152,0.0067219515],"category_scores_gemma":[0.0567607,0.000109578265,0.00008568006,0.0003332621,0.000091744274,0.00056616974,0.00020565846,0.0013934274,0.000020542337],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016433805,0.0014703,0.39128107,0.01069724,0.00045795794,0.00037695537,0.14275172,0.00032342444,0.0023401803,0.00022545214,0.16286552,0.2855668],"study_design_scores_gemma":[0.0015961509,0.00012297214,0.93300503,0.0008949476,0.00007010969,0.00006191084,0.0154723935,0.0012743153,0.0012645709,0.00004879923,0.046006683,0.00018208551],"about_ca_topic_score_codex":0.00043673624,"about_ca_topic_score_gemma":0.00015538483,"teacher_disagreement_score":0.54172397,"about_ca_system_score_codex":0.000036897025,"about_ca_system_score_gemma":0.00023860601,"threshold_uncertainty_score":0.99418604},"labels":[],"label_agreement":null},{"id":"W3208343261","doi":"10.1590/1518-8345.5026.3476","title":"Global functionality and associated factors in the older adults followed by Home Care in Primary Health Care","year":2021,"lang":"en","type":"article","venue":"Revista Latino-Americana de Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Activities of daily living; Gerontology; Poisson regression; Marital status; Cognition; Association (psychology); Multivariate analysis; Bivariate analysis; Geriatric Depression Scale; Psychology; Medicine; Psychiatry; Environmental health; Population","score_opus":0.013017740321237236,"score_gpt":0.29209340070237666,"score_spread":0.2790756603811394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208343261","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844732,0.009839026,0.000036837293,0.0024124102,0.00007191973,0.0007233799,0.00047017852,0.000061298255,0.0019117255],"genre_scores_gemma":[0.99316686,0.00029117466,0.000187912,0.004332452,0.000043493805,0.00003698344,0.0017965944,0.00002712241,0.00011740274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971919,0.00064881187,0.0005407629,0.000543472,0.00053021434,0.00054482167],"domain_scores_gemma":[0.99869967,0.000250231,0.00020165775,0.00046259485,0.00017748574,0.00020836739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029057803,0.00029235886,0.0007017668,0.000066789304,0.00009483531,0.00006695278,0.00014516897,0.000121757104,0.00006853422],"category_scores_gemma":[0.0004670774,0.0002449323,0.00012336357,0.001076575,0.0001165616,0.00009420861,0.00008336134,0.00042372852,0.000002968373],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006398911,0.00014818553,0.97247475,0.0006469996,0.000040377894,0.00016038987,0.0077013266,0.000004052743,0.000025710131,0.000027724062,0.008341566,0.01036492],"study_design_scores_gemma":[0.00250226,0.000151508,0.9807015,0.000502401,0.000043756885,0.000031834592,0.010289005,0.000019924419,0.0000075449498,0.0000041372678,0.0055247582,0.00022133955],"about_ca_topic_score_codex":0.0040545017,"about_ca_topic_score_gemma":0.0024924537,"teacher_disagreement_score":0.01014358,"about_ca_system_score_codex":0.0021913603,"about_ca_system_score_gemma":0.0008604379,"threshold_uncertainty_score":0.998805},"labels":[],"label_agreement":null},{"id":"W3208369639","doi":"10.1080/15265161.2021.1980135","title":"A Critique of the Use of the Clinical Frailty Scale in Triage","year":2021,"lang":"en","type":"letter","venue":"The American Journal of Bioethics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Triage; Bioethics; Scale (ratio); Gerontology; Medicine; Psychology; Medical emergency; Political science; Law","score_opus":0.22607615680733717,"score_gpt":0.42381739225642634,"score_spread":0.19774123544908917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208369639","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2142988,0.0003368491,0.000061490944,0.78388757,0.0009086298,0.00034726138,0.00007949356,0.0000038911307,0.000076025506],"genre_scores_gemma":[0.21229982,0.002356848,0.002288384,0.7783742,0.0030810174,0.000005151955,0.0000070599067,0.00009790703,0.0014896344],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99235976,0.00361488,0.002093672,0.00023274656,0.0013771917,0.00032173874],"domain_scores_gemma":[0.9883383,0.0053662914,0.0036649802,0.0016022889,0.0009471164,0.00008104476],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003204097,0.00029468752,0.0017166118,0.00014163707,0.000060561983,0.000023172528,0.0013050721,0.0005802422,0.000046008503],"category_scores_gemma":[0.007381862,0.00013392296,0.0012747473,0.00093344506,0.006641802,0.000060534472,0.00033192852,0.011870073,0.000001496322],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011721422,0.00057512533,0.031027988,0.00058940734,0.0009655085,0.0004534203,0.004212506,0.000047733236,0.0010165292,0.00003363518,0.94256556,0.017340444],"study_design_scores_gemma":[0.007944054,0.0053150337,0.16962537,0.022549596,0.0033443584,0.004087624,0.005065617,0.00012149698,0.009987628,0.0015003462,0.7695753,0.00088360405],"about_ca_topic_score_codex":0.00087126694,"about_ca_topic_score_gemma":0.00024817168,"teacher_disagreement_score":0.17299029,"about_ca_system_score_codex":0.0000997696,"about_ca_system_score_gemma":0.0017795328,"threshold_uncertainty_score":0.99606156},"labels":[],"label_agreement":null},{"id":"W3208703676","doi":"10.1016/j.arr.2021.101493","title":"The state of frailty in research: A mapping review of its clinical applicability to practice","year":2021,"lang":"en","type":"review","venue":"Ageing Research Reviews","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Université de Montréal; Hôpital Maisonneuve-Rosemont; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Psychological intervention; Clinical Practice; Ambiguity; MEDLINE; Medicine; Clinical trial; Intervention (counseling); Systematic review; Psychology; Gerontology; Family medicine; Computer science; Nursing; Pathology; Political science","score_opus":0.7193027416753608,"score_gpt":0.6482848680615126,"score_spread":0.07101787361384815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208703676","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007705065,0.9731884,0.000018806639,0.0042127357,0.00015812735,0.019567726,0.00004040798,0.000016587876,0.0027894857],"genre_scores_gemma":[0.0000011583131,0.99187475,0.0021712368,0.00033086335,0.00023877503,0.00266959,0.000048287082,0.00009906054,0.0025663038],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.94727194,0.03742869,0.007810409,0.0016839326,0.004153619,0.0016513786],"domain_scores_gemma":[0.9217819,0.061179966,0.0021851338,0.006603452,0.0072990223,0.00095050404],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.19075808,0.00056133483,0.007949987,0.0008103548,0.00021527582,0.0000632067,0.0019230136,0.00038543536,0.00012975729],"category_scores_gemma":[0.39613992,0.00035052275,0.0016226935,0.009120644,0.0009525818,0.00011935127,0.0020855905,0.0076697124,0.0005234403],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020639296,0.0002595922,0.0000044172457,0.35128754,0.00010525051,0.00018244356,0.000099950834,3.6046572e-8,0.0000016860085,0.000033793658,0.022310726,0.6256939],"study_design_scores_gemma":[0.00015205579,0.00022407014,0.000021913518,0.4357919,0.0001314226,0.00003643963,0.000038353573,0.0000012907404,0.000001487407,0.000026617448,0.5634434,0.00013105599],"about_ca_topic_score_codex":0.00024801257,"about_ca_topic_score_gemma":0.00015338746,"teacher_disagreement_score":0.62556285,"about_ca_system_score_codex":0.00070907874,"about_ca_system_score_gemma":0.003756711,"threshold_uncertainty_score":0.9998947},"labels":[],"label_agreement":null},{"id":"W3209022650","doi":"10.1016/j.cjco.2021.10.008","title":"Sedentary Time in Older Adults With Acute Cardiovascular Disease","year":2021,"lang":"en","type":"article","venue":"CJC Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"Fonds de Recherche du Québec - Santé; Jewish General Hospital","keywords":"Medicine; Sitting; Physical therapy; Disease; Quality of life (healthcare); Sedentary lifestyle; Internal medicine; Physical activity","score_opus":0.009116127637690844,"score_gpt":0.2560468473806556,"score_spread":0.24693071974296474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209022650","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9790211,0.0021796778,0.00004303743,0.0039052607,0.0001257224,0.0016470528,0.000057291618,0.000055258868,0.012965596],"genre_scores_gemma":[0.96651477,0.00013701557,0.0019809094,0.0024470934,0.00017779056,0.00018075787,0.00062220066,0.00007271951,0.027866775],"study_design_codex":"case_report","study_design_gemma":"observational","domain_scores_codex":[0.9986526,0.00006361601,0.00017222448,0.00047498825,0.0003742312,0.00026235168],"domain_scores_gemma":[0.99863225,0.000023927638,0.000023757317,0.00094171276,0.00010295752,0.00027540792],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012597498,0.00015840813,0.00047589003,0.00004963684,0.000034738343,0.000058300255,0.00024406887,0.00004880856,0.0012138714],"category_scores_gemma":[0.000051084826,0.00013248052,0.00013055488,0.0002920751,0.000043590026,0.00021138373,0.00028973937,0.00017348374,0.000454678],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014656595,0.005136566,0.27005485,0.0019262789,0.017657405,0.35632423,0.010599582,0.00080384786,0.0017627968,0.000110002395,0.17201868,0.14894916],"study_design_scores_gemma":[0.035754304,0.00030968766,0.89731985,0.0041611753,0.0021659299,0.0016270644,0.0008071124,0.00092941365,0.002921009,0.00006488251,0.05314014,0.0007994134],"about_ca_topic_score_codex":0.0003751554,"about_ca_topic_score_gemma":0.000082309976,"teacher_disagreement_score":0.62726504,"about_ca_system_score_codex":0.00008721165,"about_ca_system_score_gemma":0.00032729673,"threshold_uncertainty_score":0.9996992},"labels":[],"label_agreement":null},{"id":"W3209476977","doi":"10.3389/fmed.2021.751022","title":"Physiological Dysregulation, Frailty, and Impacts on Adverse Health and Functional Outcomes","year":2021,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Biomedical Research Council; National Medical Research Council; Medical Research Council","keywords":"Medicine; Frailty Index; Depression (economics); Adverse effect; Internal medicine; Frailty syndrome; Gerontology","score_opus":0.03981943994723236,"score_gpt":0.31571771599127024,"score_spread":0.2758982760440379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209476977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89083946,0.005623475,0.0018178972,0.09818152,0.0015266818,0.00047452992,0.000011045597,0.00007685838,0.001448518],"genre_scores_gemma":[0.9719493,0.00113937,0.0052669444,0.018087408,0.0003713369,0.000012848248,0.00020627481,0.000021362299,0.0029451759],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986248,0.00008000345,0.00031896564,0.0003701086,0.0003438921,0.00026222883],"domain_scores_gemma":[0.9991812,0.000100384124,0.00007457943,0.00022788621,0.000069972695,0.0003459835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023927055,0.00017602586,0.00062200223,0.0001545633,0.00006646076,0.0000040520463,0.000029021958,0.00010143558,0.00022694145],"category_scores_gemma":[0.0010426455,0.00012589728,0.000030482566,0.00021482402,0.00028318644,0.000060084018,0.0000399322,0.0002810157,0.000003877495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033310134,0.00017044407,0.6954577,0.0001769219,0.000100434016,0.00013113211,0.0011525562,0.000015138665,0.00038065016,0.00044471325,0.28215235,0.019484831],"study_design_scores_gemma":[0.0050527146,0.0006616206,0.9839341,0.00044721997,0.0000267672,0.000083639345,0.0015416122,0.00042174777,0.000023490926,0.0011569576,0.0065440275,0.00010612284],"about_ca_topic_score_codex":0.000038271926,"about_ca_topic_score_gemma":0.000019989488,"teacher_disagreement_score":0.28847635,"about_ca_system_score_codex":0.000119200384,"about_ca_system_score_gemma":0.00014457706,"threshold_uncertainty_score":0.51339424},"labels":[],"label_agreement":null},{"id":"W3209499388","doi":"","title":"Fragilidade no idoso: possibilidades de rastreio na Atenção Primária","year":2018,"lang":"pt","type":"article","venue":"XVI Coloquio Panamericano de Investigación en Enfermería","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Art","score_opus":0.019645888111967404,"score_gpt":0.3029056489748882,"score_spread":0.2832597608629208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209499388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96432257,0.0014666535,0.002360713,0.006156973,0.0031849144,0.0026450988,0.0003533884,0.0010937288,0.018415937],"genre_scores_gemma":[0.931056,0.0004193239,0.012870609,0.01549768,0.004579043,0.0003562155,0.0001933703,0.0005406826,0.034487057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98626614,0.0020783287,0.0023799066,0.0027854366,0.0018305683,0.0046596043],"domain_scores_gemma":[0.9891689,0.0014212802,0.0012590109,0.0030147259,0.0013223722,0.0038137352],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0020982358,0.0021307354,0.002707989,0.000918931,0.00087070104,0.0004198234,0.0020940858,0.0016086365,0.006493911],"category_scores_gemma":[0.008290443,0.0022087556,0.00080318836,0.0025678216,0.005759123,0.00066026987,0.0008731317,0.002792991,0.008858751],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023268133,0.0022782797,0.46382827,0.0016810701,0.0029416005,0.0021333732,0.04757435,0.00015787278,0.28234613,0.0012771988,0.16106422,0.032390833],"study_design_scores_gemma":[0.016895846,0.021780437,0.6437078,0.0066829035,0.0051562265,0.0029612596,0.018932372,0.037239496,0.114401706,0.0022397423,0.121695064,0.008307124],"about_ca_topic_score_codex":0.0040410296,"about_ca_topic_score_gemma":0.0006324403,"teacher_disagreement_score":0.17987956,"about_ca_system_score_codex":0.003431009,"about_ca_system_score_gemma":0.00678625,"threshold_uncertainty_score":0.9996875},"labels":[],"label_agreement":null},{"id":"W3209944221","doi":"10.1111/jocn.16085","title":"The relationships between step count and hospitalisation‐associated outcomes in acutely hospitalised older adults – A systematic review","year":2021,"lang":"en","type":"review","venue":"Journal of Clinical Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Checklist; CINAHL; Observational study; MEDLINE; Systematic review; Randomized controlled trial; Meta-analysis; Adverse effect; Emergency medicine; Physical therapy; Psychological intervention; Internal medicine; Psychiatry","score_opus":0.09582198309477553,"score_gpt":0.44612346700565336,"score_spread":0.35030148391087784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209944221","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00066127337,0.9896183,0.000027964592,0.0055157947,0.001063868,0.0030106874,0.000027247666,0.000016573635,0.000058285994],"genre_scores_gemma":[0.00074501423,0.99795115,0.00035338048,0.00021747837,0.0003598098,0.000034582215,0.00006307946,0.00006929863,0.0002062031],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9870684,0.0031478107,0.007922891,0.0003776749,0.0011187029,0.00036448933],"domain_scores_gemma":[0.9767051,0.0150729325,0.0063125617,0.00061529264,0.000917738,0.00037641512],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010030917,0.0004911448,0.008813531,0.00020626595,0.00016118793,0.00012041102,0.0003700245,0.0007063328,0.0000081895705],"category_scores_gemma":[0.056174584,0.0002795837,0.0017177673,0.0006041311,0.00024111966,0.0002113526,0.00004726705,0.0029458578,0.000008116473],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032011183,0.0007384947,0.014560137,0.66124254,0.002978119,0.00030838346,0.0005010625,8.923358e-8,1.8068681e-9,0.00005883219,0.0051618265,0.3144185],"study_design_scores_gemma":[0.0019468805,0.00031524812,0.023001377,0.9535638,0.013978557,0.00026413435,0.00029639588,0.000006415195,7.51713e-9,0.000043053722,0.006326669,0.0002574443],"about_ca_topic_score_codex":0.0000039586153,"about_ca_topic_score_gemma":0.0000073455194,"teacher_disagreement_score":0.31416106,"about_ca_system_score_codex":0.0005563472,"about_ca_system_score_gemma":0.0008498679,"threshold_uncertainty_score":0.9999656},"labels":[],"label_agreement":null},{"id":"W3209968800","doi":"10.1016/j.xjon.2021.10.018","title":"An age-independent hospital record-based frailty score correlates with adverse outcomes after heart surgery and increased health care costs","year":2021,"lang":"en","type":"article","venue":"JTCVS Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Saint John Regional Hospital","funders":"Canadian Frailty Network; Fondation de la recherche en santé du Nouveau-Brunswick","keywords":"Medicine; Adverse effect; Emergency medicine; Health care; Intensive care medicine; Gerontology; Internal medicine","score_opus":0.021790448358222043,"score_gpt":0.30471625992999846,"score_spread":0.28292581157177643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209968800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98976195,0.00051838596,0.00001633765,0.007109943,0.0003453584,0.0015344197,0.00013593237,0.000098958306,0.00047874005],"genre_scores_gemma":[0.9873067,0.000029222498,0.0029873587,0.008004828,0.00007424372,0.00016463338,0.000690586,0.00007590255,0.0006665152],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997605,0.00020867022,0.00044525356,0.00074772997,0.000497531,0.0004958185],"domain_scores_gemma":[0.99772817,0.00027537253,0.00015389414,0.0008987997,0.0002815681,0.0006622082],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031125036,0.0003482509,0.00091310905,0.00011917255,0.0001468252,0.0001449804,0.0001866711,0.00015439876,0.0004384028],"category_scores_gemma":[0.00023724265,0.0002834281,0.000121897145,0.00025116332,0.00012291908,0.00037987207,0.00017569656,0.00038837965,0.000048618986],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000704368,0.00037874343,0.9853747,0.00020567083,0.00009333568,0.0019000444,0.0008512534,0.0000032042249,0.000032696793,0.000003814429,0.0055347113,0.004917475],"study_design_scores_gemma":[0.0043054563,0.00085624686,0.9872619,0.0010394084,0.00009092851,0.00010933598,0.0020412044,0.00003744205,0.00036198698,0.000005858805,0.0035086772,0.00038154656],"about_ca_topic_score_codex":0.005754746,"about_ca_topic_score_gemma":0.0103137065,"teacher_disagreement_score":0.00455896,"about_ca_system_score_codex":0.0003468887,"about_ca_system_score_gemma":0.0013820552,"threshold_uncertainty_score":0.9999618},"labels":[],"label_agreement":null},{"id":"W3210134660","doi":"10.3917/rsi.146.0019","title":"Recevoir un soutien aux capacités d’autosoins lors de la transition posthospitalisation en résidence pour aînés en perte d’autonomie : un besoin non comblé","year":2021,"lang":"fr","type":"article","venue":"Recherche en soins infirmiers","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Université du Québec à Trois-Rivières","funders":"","keywords":"Psychology; Humanities; Philosophy","score_opus":0.08797288890493259,"score_gpt":0.3806841568303116,"score_spread":0.292711267925379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210134660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86056787,0.003976102,0.018541511,0.09083921,0.0028666207,0.0014990878,0.00031959437,0.0004672018,0.020922802],"genre_scores_gemma":[0.9209461,0.0053621694,0.05168381,0.0038798943,0.0021002446,0.00015757859,0.0006199693,0.0003424759,0.014907758],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9850512,0.009275646,0.0014631909,0.0014705741,0.00096867175,0.0017707271],"domain_scores_gemma":[0.9890397,0.0075467,0.00041655454,0.0014555616,0.0005818262,0.00095962244],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0077665993,0.0011090024,0.0012996318,0.00044296586,0.00041243318,0.00023312228,0.00074649457,0.0038622285,0.0017320313],"category_scores_gemma":[0.009760107,0.0013104219,0.000703943,0.0013856073,0.0009355207,0.00094478315,0.0002218872,0.005184346,0.00088762795],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00063402933,0.0028201928,0.009959847,0.0024386384,0.0023347065,0.0031079042,0.4198313,0.0067698164,0.08531656,0.01046552,0.010121381,0.4462001],"study_design_scores_gemma":[0.024158591,0.0032085637,0.11446612,0.012982442,0.0063896566,0.007496352,0.17622381,0.11142835,0.33891895,0.03465409,0.16358082,0.006492267],"about_ca_topic_score_codex":0.0052775084,"about_ca_topic_score_gemma":0.0007190621,"teacher_disagreement_score":0.43970785,"about_ca_system_score_codex":0.008498152,"about_ca_system_score_gemma":0.008724537,"threshold_uncertainty_score":0.99989027},"labels":[],"label_agreement":null},{"id":"W3210275619","doi":"10.23736/s2724-6051.21.04583-3","title":"Impact of frailty on perioperative and oncologic outcomes in patients undergoing surgery or ablation for renal cancer: a systematic review","year":2021,"lang":"en","type":"review","venue":"Minerva Urology and Nephrology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sarcopenia; Perioperative; Cochrane Library; Renal cell carcinoma; MEDLINE; Geriatric oncology; Systematic review; Internal medicine; Cancer; Surgery; Meta-analysis","score_opus":0.0788339155439131,"score_gpt":0.3943488268384154,"score_spread":0.31551491129450226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3210275619","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017194454,0.9782365,0.0000061619417,0.00058810593,0.000121874815,0.0037069025,0.00011433878,0.000012986638,0.00001867348],"genre_scores_gemma":[0.0013785516,0.99514735,0.00005093752,0.0018304862,0.000043733708,0.0009721904,0.00028822874,0.00003399648,0.00025454198],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99679935,0.00086736295,0.0012843934,0.0005721373,0.00011655242,0.00036019244],"domain_scores_gemma":[0.9910576,0.0076138754,0.00075128645,0.00031975168,0.00016479392,0.00009268866],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00052592077,0.0004806284,0.0063058767,0.00032926328,0.000051040508,0.000005979661,0.000080173275,0.0006778564,0.000086563574],"category_scores_gemma":[0.0043859985,0.00028505392,0.00045307813,0.0002440479,0.00019599703,0.00004854231,0.00006813401,0.00038481937,0.0000017322202],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006735826,0.00045649204,0.016739447,0.930503,0.0020305717,0.00012894705,0.00015330735,0.000004184839,0.0000010772349,0.000030765666,0.0013069975,0.04797164],"study_design_scores_gemma":[0.008568813,0.020656599,0.05234864,0.8684342,0.01853237,0.0010389036,0.00002501457,0.00010590131,4.5995458e-7,0.000026329935,0.02918422,0.0010785516],"about_ca_topic_score_codex":0.000059408736,"about_ca_topic_score_gemma":0.00092333346,"teacher_disagreement_score":0.06206879,"about_ca_system_score_codex":0.00017198974,"about_ca_system_score_gemma":0.0011013395,"threshold_uncertainty_score":0.9999602},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3212046099","doi":"10.1182/blood-2021-148806","title":"Integrating Touchscreen-Based Geriatric Assessment and Frailty Screening for Adults with Acute Myelogenous Leukemia to Drive Personalized Treatment Decisions","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Activities of daily living; Geriatric oncology; Myeloid leukemia; Physical therapy; Cancer; Internal medicine","score_opus":0.03087929328161957,"score_gpt":0.3159009970430943,"score_spread":0.28502170376147473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212046099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9071432,0.00038914403,0.08812826,0.0016263287,0.00005393019,0.0017592487,0.00024565696,0.00011178365,0.0005424719],"genre_scores_gemma":[0.55421394,0.00005655604,0.44341666,0.00061703596,0.00014828485,0.00040740523,0.00030753846,0.000054144755,0.0007784235],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9980463,0.000059398393,0.00035120896,0.0006925298,0.0003909593,0.00045964107],"domain_scores_gemma":[0.997985,0.0006238814,0.00011377423,0.00047017325,0.00040463204,0.0004025277],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011817391,0.00035166962,0.0005840896,0.00015278123,0.00025860994,0.00007163045,0.00009464976,0.00012261055,0.00006561805],"category_scores_gemma":[0.00028652762,0.00026500205,0.00016192907,0.00039931582,0.0000565603,0.00006096164,0.0000558578,0.00017487828,0.0000042960914],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011911822,0.00720452,0.10026741,0.0006092744,0.009969714,0.008363215,0.020120407,0.0006487506,0.089798346,0.0009095016,0.0028628388,0.7473342],"study_design_scores_gemma":[0.3574279,0.0569209,0.28085303,0.01009085,0.021226225,0.0062241224,0.029004507,0.030321972,0.18191554,0.00021853865,0.02162608,0.004170345],"about_ca_topic_score_codex":0.00022878406,"about_ca_topic_score_gemma":0.000658706,"teacher_disagreement_score":0.7431639,"about_ca_system_score_codex":0.00033399355,"about_ca_system_score_gemma":0.00118392,"threshold_uncertainty_score":0.9999802},"labels":[],"label_agreement":null},{"id":"W3212108902","doi":"10.2196/34573","title":"Digital Biomarkers for Supporting Transitional Care Decisions: Protocol for a Transnational Feasibility Study","year":2021,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre de réadaptation Lethbridge-Layton-Mackay; Centre for Interdisciplinary Research in Rehabilitation; McGill University Health Centre","funders":"Horizon 2020 Framework Programme; European Commission","keywords":"Context (archaeology); Data collection; Protocol (science); Observational study; Process management; Health care; Computer science; Business; Data science; Medicine; Political science; Geography","score_opus":0.41929801402090244,"score_gpt":0.6137945071436594,"score_spread":0.1944964931227569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212108902","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012010582,6.4299553e-7,0.0027644157,0.0038721408,0.0000061891124,0.9903273,0.0008502156,0.00009080941,0.0008872076],"genre_scores_gemma":[0.014097685,7.972282e-9,0.00622704,0.000052607804,0.00017777391,0.9779481,0.0005151493,0.000061496474,0.0009201347],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953935,0.00024232709,0.00081351167,0.00093452306,0.0017891044,0.000827032],"domain_scores_gemma":[0.99293697,0.0017935962,0.00009366763,0.00063099555,0.004179186,0.00036561483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018177084,0.0002463482,0.0004097607,0.000256047,0.00045712115,0.00027616968,0.0002711017,0.00016241832,0.00038066533],"category_scores_gemma":[0.0033769954,0.00021916855,0.0003709718,0.00063569687,0.00020134659,0.00036422617,0.0000739735,0.00041753837,0.0000089219375],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.117097914,0.07798833,0.14762127,0.033765875,0.001551453,0.00090919255,0.016126696,0.00003472782,0.019670917,0.0063126814,0.105757974,0.47316295],"study_design_scores_gemma":[0.14211154,0.026469745,0.074926734,0.0060660252,0.000041999832,0.00022224826,0.01842863,0.0009978424,0.014539415,0.009609984,0.70553285,0.001052989],"about_ca_topic_score_codex":0.0000010939003,"about_ca_topic_score_gemma":0.000035806337,"teacher_disagreement_score":0.5997749,"about_ca_system_score_codex":0.0004266465,"about_ca_system_score_gemma":0.0024043012,"threshold_uncertainty_score":0.8937434},"labels":[],"label_agreement":null},{"id":"W3212279247","doi":"10.3389/fpubh.2021.785460","title":"Frailty in Indigenous Populations: A Scoping Review","year":2021,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"University of New South Wales","keywords":"Indigenous; Gerontology; Psychological intervention; Public health; Intervention (counseling); Population; Medicine; Inclusion (mineral); Environmental health; Sociology; Ecology; Social science; Nursing","score_opus":0.2182991697267937,"score_gpt":0.4536731337401243,"score_spread":0.2353739640133306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212279247","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.9380805e-7,0.98258114,0.00071459863,0.006446872,0.0017762464,0.007856161,0.000048970185,0.00008790867,0.00048762842],"genre_scores_gemma":[4.584025e-7,0.97735435,0.014811166,0.004359653,0.00021268894,0.0008500059,0.0018155819,0.000113907605,0.0004821765],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99313724,0.0012228149,0.0027770086,0.00095493346,0.00064010173,0.0012679305],"domain_scores_gemma":[0.99713486,0.00011513255,0.0008137618,0.0012032648,0.00012711302,0.0006058922],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028193882,0.0005871807,0.0059446795,0.0014979669,0.000095054456,0.000058671874,0.00040745933,0.0005523423,0.00015124296],"category_scores_gemma":[0.0024330586,0.0005607893,0.00046926792,0.0033284293,0.00007027019,0.00020956056,0.00014171714,0.001756903,0.000035336903],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[5.474547e-7,0.00013616611,0.00067995436,0.2749795,0.00003746919,0.00009418735,0.00021294212,8.315221e-8,1.5798778e-10,0.000022602844,0.028931772,0.6949048],"study_design_scores_gemma":[0.00028387003,0.000041316063,0.000097812284,0.473216,0.00005340274,0.00011124659,0.000029413643,0.0000019772522,1.1015526e-9,0.000014797892,0.5259471,0.00020306592],"about_ca_topic_score_codex":0.00052615587,"about_ca_topic_score_gemma":0.00065546774,"teacher_disagreement_score":0.69470173,"about_ca_system_score_codex":0.0035715078,"about_ca_system_score_gemma":0.018303836,"threshold_uncertainty_score":0.99968433},"labels":[],"label_agreement":null},{"id":"W3212353655","doi":"10.2147/prom.s336784","title":"Adverse Events and Their Contributors Among Older Adults During Skilled Nursing Stays for Rehabilitation: A Scoping Review","year":2021,"lang":"en","type":"review","venue":"Patient Related Outcome Measures","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; CINAHL; Adverse effect; MEDLINE; Polypharmacy; Rehabilitation; Acute care; Health care; Family medicine; Nursing; Intensive care medicine; Physical therapy; Psychological intervention","score_opus":0.030422681032503097,"score_gpt":0.34369645749910527,"score_spread":0.31327377646660215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212353655","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002363914,0.97977245,0.000047987967,0.00030588073,0.0009433,0.016169699,0.00011408194,0.00018910268,0.00009359175],"genre_scores_gemma":[0.0018116488,0.99501145,0.00047192138,0.000083456216,0.000085309504,0.0014383965,0.00070694543,0.00018487267,0.00020599559],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9938878,0.0006554048,0.0028077038,0.001200728,0.0007125985,0.00073579105],"domain_scores_gemma":[0.9951481,0.0014485058,0.0013215101,0.0009352806,0.0007499776,0.00039659886],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00083977624,0.001008877,0.004738635,0.00039478423,0.00027623502,0.000020731244,0.00018846634,0.0006546774,0.00006992008],"category_scores_gemma":[0.0048784376,0.0007581217,0.0014936816,0.0006728675,0.00017002547,0.00017950176,0.00009841227,0.00088546006,0.000015222042],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006409937,0.00031130208,0.0036546895,0.438363,0.0008885925,0.00004587894,0.0020042555,0.0000025531795,2.0151104e-7,0.000007568108,0.00018449726,0.5544734],"study_design_scores_gemma":[0.0041060825,0.0003292575,0.00094792456,0.97781587,0.0030560074,0.00017969862,0.00034841537,0.000010412954,0.0000031484285,0.000009444356,0.012478675,0.00071503804],"about_ca_topic_score_codex":0.00001311428,"about_ca_topic_score_gemma":0.000010403517,"teacher_disagreement_score":0.5537583,"about_ca_system_score_codex":0.00082178874,"about_ca_system_score_gemma":0.00040206168,"threshold_uncertainty_score":0.999487},"labels":[],"label_agreement":null},{"id":"W3212444048","doi":"10.1182/blood-2021-153710","title":"Frailty Scale for Outcome Predictions in Hematopoietic Cell Transplanted Adults","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Cohort; Hematopoietic cell; Transplantation; Activities of daily living; Hematopoietic stem cell transplantation; Gerontology; Cohort study; Prospective cohort study; Physical therapy; Internal medicine; Stem cell; Haematopoiesis","score_opus":0.02145385034068422,"score_gpt":0.2750160320401284,"score_spread":0.2535621816994442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212444048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9897361,0.00035145547,0.0011480858,0.0018634435,0.0002502739,0.00074125023,0.00025172016,0.00014176744,0.0055159475],"genre_scores_gemma":[0.9923786,0.000050163293,0.0038811115,0.00030197547,0.000116516225,0.00013679756,0.00021285379,0.00003290365,0.0028890846],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99875784,0.000023995393,0.00038598783,0.00033057953,0.00019701807,0.0003045667],"domain_scores_gemma":[0.99923044,0.00011774779,0.00004087831,0.00036033778,0.00011132004,0.0001392737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008088788,0.0001467619,0.00031915167,0.00008428693,0.000046270707,0.000010901116,0.00007696528,0.00013790093,0.00019424595],"category_scores_gemma":[0.00010636016,0.00014498766,0.00014418966,0.00025939805,0.00003473344,0.000050416136,0.000016551658,0.00020944928,0.000042123356],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006273806,0.012042953,0.9186122,0.006767491,0.0002154438,0.0011256074,0.0072950944,0.000047537294,0.048445437,0.00011576617,0.003393848,0.0013112525],"study_design_scores_gemma":[0.092852734,0.0015088792,0.39453542,0.0037975782,0.0016795942,0.0019936706,0.002404088,0.0016413014,0.4911759,0.00043239607,0.0070384024,0.0009400288],"about_ca_topic_score_codex":0.000034638462,"about_ca_topic_score_gemma":0.00042730608,"teacher_disagreement_score":0.52407676,"about_ca_system_score_codex":0.000026365096,"about_ca_system_score_gemma":0.00010259008,"threshold_uncertainty_score":0.59124255},"labels":[],"label_agreement":null},{"id":"W3212622025","doi":"10.1002/cncr.34009","title":"Multidimensional impact of the geriatric assessment in the cancer care of older adults","year":2021,"lang":"en","type":"letter","venue":"Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"National Cancer Institute","keywords":"Medicine; Gerontology; Cancer; Older people; Geriatrics; Geriatric oncology; Geriatric care; Family medicine; Psychiatry; Nursing; Internal medicine","score_opus":0.0160294110571937,"score_gpt":0.3366644661533586,"score_spread":0.3206350550961649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212622025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5812285,0.033536073,0.0000044758617,0.3769279,0.0026882892,0.0027921598,0.0016720103,0.000018564304,0.0011319923],"genre_scores_gemma":[0.82739156,0.0017800897,0.00024197924,0.1628217,0.0039685685,0.00080657366,0.00048544665,0.00012545567,0.002378628],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99750805,0.00020491882,0.00053580187,0.0004478387,0.000943073,0.00036032306],"domain_scores_gemma":[0.9977399,0.00022745645,0.00042577137,0.0010046638,0.00056321744,0.000038957172],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012568317,0.00034034555,0.00072148076,0.00012602919,0.000035092376,0.0000074056575,0.00040074528,0.00046051433,0.0015473249],"category_scores_gemma":[0.000069080386,0.00017681159,0.00053723267,0.0005524267,0.0001452509,0.000031982046,0.000126496,0.0017689656,0.0000016595773],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006995483,0.00009635821,0.063564435,0.0020081399,0.00035696427,0.00013565553,0.004714894,0.0002551432,0.00042721574,0.0000016478486,0.9237498,0.0046197884],"study_design_scores_gemma":[0.0038575595,0.00014285347,0.927225,0.0077313716,0.0005521604,0.0000322061,0.0008196262,0.000087947774,0.0009291305,0.0000031574025,0.05829918,0.00031980278],"about_ca_topic_score_codex":0.009681171,"about_ca_topic_score_gemma":0.0009221974,"teacher_disagreement_score":0.8654506,"about_ca_system_score_codex":0.0009878044,"about_ca_system_score_gemma":0.0028252716,"threshold_uncertainty_score":0.9993654},"labels":[],"label_agreement":null},{"id":"W3213673281","doi":"10.3389/fnetp.2021.754477","title":"Comparison of Gait Speed Reserve, Usual Gait Speed, and Maximum Gait Speed of Adults Aged 50+ in Ireland Using Explainable Machine Learning","year":2021,"lang":"en","type":"article","venue":"Frontiers in Network Physiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Science Foundation Ireland; An Roinn Sláinte","keywords":"Fear of falling; Physical medicine and rehabilitation; Gait; Cognition; Poison control; Stepwise regression; Psychology; Injury prevention; Machine learning; Computer science; Medicine","score_opus":0.02641807079030905,"score_gpt":0.29206555719611405,"score_spread":0.265647486405805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213673281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914429,0.0059021832,0.00028574033,0.00017650369,0.000857985,0.000560642,0.000014929334,0.000032386193,0.00072670064],"genre_scores_gemma":[0.98535115,0.00050780334,0.0126396045,0.00010168262,0.00032940196,0.0000036975757,0.00031263684,0.00006879501,0.0006852383],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99622196,0.00063974125,0.001162327,0.000753028,0.00034392613,0.00087903475],"domain_scores_gemma":[0.99831367,0.00030790182,0.00052013143,0.0005371133,0.00015289302,0.00016828261],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00055291114,0.0004042891,0.0018944436,0.00030906487,0.00008820431,0.0000114188715,0.00023389465,0.00040101778,0.00015429112],"category_scores_gemma":[0.00051069155,0.00042451522,0.00014430801,0.0009414687,0.00041094655,0.00013662812,0.0003626422,0.0010890797,0.0000027924139],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038519192,0.00048929075,0.88304615,0.0006976565,0.00017690608,0.00018659103,0.0017321036,0.078472435,0.018756682,0.00001076992,0.011548789,0.0010306847],"study_design_scores_gemma":[0.017577,0.0014590516,0.572723,0.0030162171,0.00021069683,0.00010031544,0.00405341,0.39200136,0.004693155,0.0017150834,0.001723182,0.00072752126],"about_ca_topic_score_codex":0.0013833393,"about_ca_topic_score_gemma":0.00063909165,"teacher_disagreement_score":0.31352893,"about_ca_system_score_codex":0.00018435657,"about_ca_system_score_gemma":0.00012226278,"threshold_uncertainty_score":0.99982065},"labels":[],"label_agreement":null},{"id":"W3213906243","doi":"10.36141/svdld.v38i3.11599","title":"Frailty and chronic respiratory disease: the need for a multidisciplinary care model.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; COPD; Asthma; Intensive care medicine; Idiopathic pulmonary fibrosis; Disease; Quality of life (healthcare); MEDLINE; Multidisciplinary approach; Physical therapy; Internal medicine; Lung","score_opus":0.04987528161620398,"score_gpt":0.2922111484936962,"score_spread":0.24233586687749226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213906243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8581741,0.0745403,0.0020936627,0.052676365,0.00070987554,0.008144197,0.00048328371,0.00032270115,0.0028555563],"genre_scores_gemma":[0.98941445,0.00006919191,0.00047468257,0.0015150941,0.00041240448,0.0041671284,0.000072983705,0.000039056882,0.0038349817],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99890834,0.000034757337,0.00016849916,0.00032664934,0.00020024633,0.00036150235],"domain_scores_gemma":[0.99888635,0.00012401592,0.000038629594,0.00050639885,0.00016450047,0.00028008822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011645365,0.00013596754,0.00018230676,0.000034097266,0.00015693613,0.000027087104,0.00008756487,0.00006541342,0.000009769935],"category_scores_gemma":[0.0004122124,0.000098552424,0.00009711885,0.00011734335,0.00011217105,0.000067022025,0.00013425585,0.00015273449,0.0000027565786],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001281501,0.00041893916,0.022059856,0.0032748252,0.00038828788,0.00032878554,0.005130754,0.0020976404,0.0013058038,0.00080702483,0.058590125,0.9043165],"study_design_scores_gemma":[0.011449177,0.00015516518,0.78694445,0.00020403534,0.00063419814,0.000040811832,0.0016519286,0.03877547,0.0026331542,0.0010815657,0.15590502,0.00052499067],"about_ca_topic_score_codex":0.000005280664,"about_ca_topic_score_gemma":0.00009484603,"teacher_disagreement_score":0.9037915,"about_ca_system_score_codex":0.0001642231,"about_ca_system_score_gemma":0.0003121316,"threshold_uncertainty_score":0.40188512},"labels":[],"label_agreement":null},{"id":"W3214142910","doi":"10.11606/d.25.2016.tde-10112021-095408","title":"Perda dentária, acesso a serviço odontológico e fragilidade em idosos da atenção primária a saúde","year":2016,"lang":"pt","type":"dissertation","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychology; Gerontology; Medicine","score_opus":0.022175263252444254,"score_gpt":0.30387296568641947,"score_spread":0.28169770243397524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214142910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8887832,0.005463081,0.0018558275,0.006405663,0.012402868,0.0072564767,0.0005910483,0.0012077346,0.076034054],"genre_scores_gemma":[0.57978034,0.0007378582,0.0007530213,0.0016376971,0.0018518489,0.00047742642,0.0034713703,0.00049424585,0.41079623],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9882947,0.0005168139,0.0027432437,0.0030094911,0.0028749097,0.0025608304],"domain_scores_gemma":[0.99137676,0.00080610724,0.001432501,0.0032116743,0.0016135054,0.0015594352],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.000883581,0.0024876576,0.0030191403,0.00092447916,0.00061613554,0.00049040635,0.0018961324,0.0029043695,0.02047229],"category_scores_gemma":[0.0014251717,0.0019738306,0.0011189582,0.0010215517,0.00026605627,0.0007429019,0.00039044823,0.0022222253,0.012325548],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013408013,0.00660535,0.07428663,0.027561821,0.011721515,0.004191405,0.18399313,0.000016833377,0.10986924,0.0031752577,0.13728061,0.42789018],"study_design_scores_gemma":[0.093088,0.007994417,0.32468948,0.07560453,0.016816037,0.0020383853,0.19080567,0.005503926,0.10334723,0.0020041298,0.15827622,0.019831974],"about_ca_topic_score_codex":0.002648327,"about_ca_topic_score_gemma":0.0063845483,"teacher_disagreement_score":0.40805823,"about_ca_system_score_codex":0.0011298837,"about_ca_system_score_gemma":0.00160078,"threshold_uncertainty_score":0.998786},"labels":[],"label_agreement":null},{"id":"W3214221886","doi":"10.1016/j.jgo.2021.11.001","title":"Geriatric assessment with management for older patients with cancer receiving radiotherapy. Protocol of a Norwegian cluster-randomised controlled pilot study","year":2021,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Faculty of Medicine and Health, University of Sydney; Sykehuset Innlandet HF; Fakultet for medisin og helsevitenskap, Norges Teknisk-Naturvitenskapelige Universitet; Norges Teknisk-Naturvitenskapelige Universitet; Kreftforeningen","keywords":"Medicine; Quality of life (healthcare); Cluster randomised controlled trial; Physical therapy; Norwegian; Palliative care; Intervention (counseling); Protocol (science); Randomized controlled trial; Health care; Family medicine; Nursing; Alternative medicine; Surgery","score_opus":0.013550682776391402,"score_gpt":0.3374715712425368,"score_spread":0.3239208884661454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214221886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7412218,0.0001712273,0.011319519,0.0025490962,0.00080193346,0.24258336,0.000015737198,0.00002463907,0.001312704],"genre_scores_gemma":[0.8072296,0.00013249074,0.09271008,0.0006399758,0.0010674738,0.095986135,0.000010730118,0.0001427632,0.0020807616],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99660474,0.0004574047,0.0014468455,0.00034919142,0.00075147225,0.00039035844],"domain_scores_gemma":[0.9951053,0.0006406771,0.002089065,0.00034722267,0.0016154874,0.00020224282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010730004,0.00031580395,0.0018785462,0.00045786655,0.00008301847,0.000028725282,0.00019646547,0.000086687585,0.0003269741],"category_scores_gemma":[0.00013157558,0.0001978474,0.00020721686,0.000624341,0.00005682829,0.00013255951,0.000045397435,0.00033101745,4.6072043e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.55561197,0.038108226,0.30498713,0.0023688013,0.012035497,0.0010118169,0.0020225842,0.0010963693,0.0008563559,0.00000936858,0.007996067,0.07389584],"study_design_scores_gemma":[0.60366946,0.056463234,0.33298624,0.00029324007,0.002239265,0.00016528876,0.00051891286,0.00009261057,0.00003807414,0.0000053126137,0.0033235694,0.00020475959],"about_ca_topic_score_codex":0.000022396865,"about_ca_topic_score_gemma":0.00007500872,"teacher_disagreement_score":0.14659724,"about_ca_system_score_codex":0.0008733304,"about_ca_system_score_gemma":0.0015690268,"threshold_uncertainty_score":0.8067983},"labels":[],"label_agreement":null},{"id":"W3214607454","doi":"10.1177/1071181321651033","title":"Transcending Distance in Long-Term Care: Can Serious Games Increase Resident Resilience?","year":2021,"lang":"en","type":"article","venue":"Proceedings of the Human Factors and Ergonomics Society Annual Meeting","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Context (archaeology); Psychological resilience; Pandemic; Health care; Quality of life (healthcare); Coronavirus disease 2019 (COVID-19); Resilience (materials science); Action (physics); Patient safety; Psychology; Nursing; Public relations; Medicine; Gerontology; Political science; Geography","score_opus":0.00994041592910483,"score_gpt":0.24857660837275278,"score_spread":0.23863619244364795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214607454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99758106,0.0010736489,0.0000014693344,0.0004902113,0.000114876195,0.00026956075,0.00004393639,0.000030821546,0.000394383],"genre_scores_gemma":[0.998793,0.0003812975,0.00025918058,0.000110987596,0.00009437268,0.000008781438,0.000012824645,0.000029960966,0.0003095914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985478,0.000011013614,0.00044195066,0.0004162558,0.0002214756,0.00036150825],"domain_scores_gemma":[0.99922276,0.00006175607,0.00022214015,0.00013589757,0.00022655037,0.00013088949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023208064,0.00022940982,0.00040260286,0.000035936406,0.00028874242,0.0000678705,0.00020161789,0.00012381477,0.000006824137],"category_scores_gemma":[0.00019811967,0.00018929226,0.00021940572,0.00021055965,0.0002371519,0.0001881026,0.00016726652,0.00036624365,1.6770667e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006888985,0.000050436625,0.91752577,0.0010982205,0.000049518636,0.00000398455,0.05753833,0.000010938258,0.022798315,0.00018730074,0.00032267685,0.00034564274],"study_design_scores_gemma":[0.0010101544,0.00006910195,0.9102166,0.0015924125,0.00008221144,0.000021875563,0.046215475,0.000025557692,0.04037042,0.000074595315,0.00009038482,0.0002312028],"about_ca_topic_score_codex":0.0005542487,"about_ca_topic_score_gemma":0.0007523594,"teacher_disagreement_score":0.017572105,"about_ca_system_score_codex":0.00029557096,"about_ca_system_score_gemma":0.00010071794,"threshold_uncertainty_score":0.77191144},"labels":[],"label_agreement":null},{"id":"W3214643294","doi":"10.1182/blood-2021-153037","title":"Development and Testing of a Lymphoma Clinical Trials Specific Frailty Index: A Secondary Analysis of the LY.12 Clinical Trial","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Juravinski Hospital; Queen's University; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Internal medicine; Clinical trial; Oncology; Aggressive lymphoma; Lymphoma; Rituximab","score_opus":0.2753137514997397,"score_gpt":0.42445638250693185,"score_spread":0.14914263100719216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214643294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99659896,0.0006285199,0.000052011022,0.0003078553,0.00041892458,0.00055395055,0.000036973124,0.000020426683,0.0013823588],"genre_scores_gemma":[0.98582006,0.00008495678,0.013007177,0.00023812546,0.00048595664,0.000015568781,0.000026017698,0.000019251283,0.00030287],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942772,0.0011208529,0.0033687877,0.000492105,0.00052310544,0.00021795677],"domain_scores_gemma":[0.9918992,0.005770199,0.0010653673,0.00076304417,0.00031534996,0.00018684291],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006550793,0.00018202073,0.0019410664,0.00014304348,0.0000566329,0.000015767853,0.00017684701,0.00028689747,0.0001947706],"category_scores_gemma":[0.022236304,0.00012725074,0.00074303994,0.0009751376,0.00028712215,0.00003506561,0.00023978436,0.0003194358,0.000002949299],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004660626,0.0042817798,0.7035902,0.00012597423,0.0066642403,0.00008850155,0.00052488944,0.000001782946,0.0009949061,0.000030325162,0.00054256496,0.27849418],"study_design_scores_gemma":[0.105366684,0.00044223826,0.87566185,0.00023940646,0.004479339,0.000042977477,0.00022990686,0.00009326452,0.0069574215,0.00003105219,0.00631846,0.00013736941],"about_ca_topic_score_codex":0.000018161369,"about_ca_topic_score_gemma":0.000107017375,"teacher_disagreement_score":0.27835682,"about_ca_system_score_codex":0.000021167289,"about_ca_system_score_gemma":0.0014563621,"threshold_uncertainty_score":0.9859998},"labels":[],"label_agreement":null},{"id":"W3214756566","doi":"","title":"Frailty prevalence in Aotearoa New Zealand haemodialysis patients and its association with hospitalisations.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Aotearoa; Logistic regression; Marital status; Ethnic group; Comorbidity; Cohort; Gerontology; Demography; Cohort study; Population; Internal medicine; Environmental health","score_opus":0.018465078557138893,"score_gpt":0.22851248064348204,"score_spread":0.21004740208634315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214756566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914519,0.00020831599,0.0000041864046,0.006788395,0.000084302155,0.00066473545,0.000019059798,0.000031687978,0.0007474062],"genre_scores_gemma":[0.93859136,0.000119679105,0.00020044074,0.00032212914,0.0000717564,0.00022018285,0.00006952689,0.000013973961,0.060390934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988598,0.000051814513,0.00018641198,0.00026903977,0.0003721413,0.00026076694],"domain_scores_gemma":[0.99931276,0.00008790725,0.00009283555,0.00015673041,0.00018206758,0.00016768216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001504798,0.000101493824,0.000200538,0.00007687844,0.00002510785,0.000032460874,0.0000400605,0.00008843586,0.00003888467],"category_scores_gemma":[0.0012567196,0.00009177361,0.000026222124,0.0003381819,0.000012516823,0.0001779898,0.000030377978,0.00013941215,0.000008611026],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003090597,0.00011091735,0.96289235,0.000049937426,0.00005317152,0.00001236306,0.0006729694,0.00000593511,0.000007621933,0.0000042745655,0.006144497,0.030015051],"study_design_scores_gemma":[0.0027399953,0.000037886235,0.99404615,0.00004902663,0.000105131185,0.0000042048396,0.000016735943,0.000044561228,0.0008086993,0.00009203263,0.001953143,0.000102407335],"about_ca_topic_score_codex":0.00013914653,"about_ca_topic_score_gemma":0.00022581259,"teacher_disagreement_score":0.059643526,"about_ca_system_score_codex":0.00020363521,"about_ca_system_score_gemma":0.00008500198,"threshold_uncertainty_score":0.37424192},"labels":[],"label_agreement":null},{"id":"W3214858779","doi":"10.1161/circ.144.suppl_1.11825","title":"Abstract 11825: The Association Between Frailty and Vascular Endothelial Growth Factor Families in Patients With Heart Failure: The PREHOSP-CHF Study","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Heart failure; Hazard ratio; Vascular endothelial growth factor; Angiogenesis; Prospective cohort study; Cardiology; Endothelial dysfunction; Ejection fraction; Confidence interval; VEGF receptors","score_opus":0.015304072222411197,"score_gpt":0.2409854804407119,"score_spread":0.2256814082183007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214858779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99686766,0.000037769638,0.000029314282,0.0016288459,0.00007585174,0.0011955908,0.000038433318,0.000033348657,0.00009316709],"genre_scores_gemma":[0.99953,0.0000053137287,0.00004200613,0.000115800955,0.00013966286,0.00003307799,0.000086905275,0.00002101867,0.000026218275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984615,0.00015468062,0.00026370827,0.00027830465,0.0006490712,0.00019273756],"domain_scores_gemma":[0.9988736,0.00038872144,0.000121476965,0.0003217595,0.00024866397,0.000045766465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029453347,0.00014759142,0.0002316508,0.000050247258,0.00014171208,0.00006506585,0.00006599377,0.000078865894,0.000034154917],"category_scores_gemma":[0.0006068283,0.00008991113,0.00005214672,0.00026232112,0.000039273855,0.00017616201,0.000033133107,0.00028887365,0.000010674272],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016946478,0.0001534539,0.99609953,0.000023944987,0.00013518531,0.000001122996,0.0022792423,0.00002698678,0.00018079592,0.000007836221,0.000062758016,0.0010121753],"study_design_scores_gemma":[0.0029665914,0.00007839045,0.99529827,0.000051359395,0.00012817145,6.73995e-7,0.0007567365,0.0000325574,0.00021241819,0.00004644188,0.00032558708,0.00010283272],"about_ca_topic_score_codex":0.00022081212,"about_ca_topic_score_gemma":0.00038017513,"teacher_disagreement_score":0.0029496448,"about_ca_system_score_codex":0.00018839215,"about_ca_system_score_gemma":0.00007079697,"threshold_uncertainty_score":0.36664695},"labels":[],"label_agreement":null},{"id":"W3215196664","doi":"10.21203/rs.3.rs-1082854/v1","title":"The Development and Concurrent Validity of a Multi-sensor-based Frailty Toolkit for In-home Frailty Assessment","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Networks of Centres of Excellence of Canada; Toronto Rehabilitation Institute; AGE-WELL","keywords":"Concurrent validity; Gerontology; Computer science; Psychology; Medicine; Psychometrics; Clinical psychology; Internal consistency","score_opus":0.26772745841987383,"score_gpt":0.47930520183979464,"score_spread":0.2115777434199208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215196664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801381,0.0026528325,0.005247622,0.0040832567,0.0005800428,0.00668546,0.0003043806,0.00006090319,0.0002473818],"genre_scores_gemma":[0.973545,0.00042806644,0.022556977,0.000046447178,0.00013975479,0.0018913482,0.0005066171,0.00007342259,0.0008123657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9940497,0.00081221765,0.0010926658,0.0010522016,0.002006271,0.0009869031],"domain_scores_gemma":[0.99307007,0.003097543,0.0002538352,0.0012394537,0.0019682837,0.00037083167],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0044915807,0.00044042539,0.0010077999,0.00041057938,0.0003122713,0.00018082571,0.0004892097,0.0004958064,0.000061989274],"category_scores_gemma":[0.0031437718,0.00033856338,0.00027779705,0.00040320476,0.00051731354,0.000053265754,0.0012130629,0.0023891944,0.0000041049584],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013665104,0.006466797,0.6463009,0.051602304,0.0012450642,0.000444005,0.01016611,0.0006729807,0.0043073436,0.00083399465,0.0058533335,0.27074063],"study_design_scores_gemma":[0.010489577,0.0010333888,0.89717567,0.0098756,0.0000894177,0.000011470044,0.005289394,0.010680413,0.011735209,0.00020337052,0.052669857,0.00074664963],"about_ca_topic_score_codex":0.00023121826,"about_ca_topic_score_gemma":0.00089204015,"teacher_disagreement_score":0.269994,"about_ca_system_score_codex":0.0010813012,"about_ca_system_score_gemma":0.005067529,"threshold_uncertainty_score":0.9999123},"labels":[],"label_agreement":null},{"id":"W3215278203","doi":"10.1161/circ.144.suppl_1.10061","title":"Abstract 10061: Association of Frailty with In-Hospital and Long-Term Outcomes Among St-Elevation Myocardial Infarction Patients Receiving Primary PCI","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Terry Fox Research Institute; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Medicine; Myocardial infarction; Percutaneous coronary intervention; Cardiogenic shock; Conventional PCI; Internal medicine; Stroke (engine); Heart failure; Comorbidity; Reperfusion therapy; Population; Cardiology","score_opus":0.012589577218286963,"score_gpt":0.24969289617719462,"score_spread":0.23710331895890766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215278203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99819267,0.00003088939,0.00016984527,0.00036102638,0.00023803739,0.0004561637,0.000009068408,0.00003447239,0.00050782494],"genre_scores_gemma":[0.99887633,0.00001903463,0.00013603485,0.00005895574,0.00007001648,0.000015679547,0.00075253635,0.000020381365,0.000051030554],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986472,0.000046923346,0.00038655975,0.00026557798,0.0004966215,0.00015709961],"domain_scores_gemma":[0.9988916,0.00012504587,0.00034136104,0.00017848861,0.00041229083,0.00005125113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019924072,0.00013059289,0.00027900128,0.00013383431,0.000048201688,0.000026116937,0.000025143789,0.00016268883,0.000029355428],"category_scores_gemma":[0.0005274661,0.00013141186,0.000052235515,0.0002521552,0.000030176816,0.00047064023,0.000020741662,0.00017724138,0.000002865],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003323602,0.00020446324,0.9821995,0.00015371184,0.00008461468,0.0000046318883,0.0005835583,0.00008938333,0.0008815051,0.000004536539,0.00002989637,0.015730985],"study_design_scores_gemma":[0.002775768,0.00007642361,0.9963084,0.0002819172,0.00007886418,0.0000023795585,0.000041079453,0.00010420014,0.00016294452,0.000031011306,0.000007494165,0.00012955916],"about_ca_topic_score_codex":0.00006659601,"about_ca_topic_score_gemma":0.00021582645,"teacher_disagreement_score":0.015601426,"about_ca_system_score_codex":0.0005215847,"about_ca_system_score_gemma":0.00008772828,"threshold_uncertainty_score":0.535882},"labels":[],"label_agreement":null},{"id":"W3215522286","doi":"10.3928/19404921-20211117-01","title":"Associated Factors and Health Outcomes of Health Literacy and Physical Frailty Among Older Adults: A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Research in Gerontological Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health literacy; Observational study; Medicine; Gerontology; Psychological intervention; MEDLINE; Population; Literacy; Gerontological nursing; Psychology; Health care; Environmental health; Psychiatry; Nursing","score_opus":0.25519827767335934,"score_gpt":0.5309243453887357,"score_spread":0.27572606771537633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215522286","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024157984,0.98595756,0.000009290212,0.004056024,0.00007253706,0.0073326943,0.000052280706,0.00004896216,0.000054824264],"genre_scores_gemma":[0.0079874955,0.9909896,0.00018504565,0.00020107433,0.00003300179,0.00024455617,0.00022527465,0.00005560659,0.00007832198],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9880765,0.005799165,0.0024246227,0.0010681092,0.001380107,0.0012514647],"domain_scores_gemma":[0.993798,0.003472489,0.001013568,0.00074850855,0.00030993795,0.00065747875],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0052783135,0.0006558117,0.011203037,0.0004567915,0.00017505522,0.000071391914,0.0002760733,0.00046352344,0.000020954498],"category_scores_gemma":[0.0050022085,0.00040639887,0.00051541947,0.0011184078,0.0007209017,0.00014662759,0.00018905381,0.002231363,0.0000024702902],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036176414,0.000679864,0.0022498814,0.6785626,0.00015459559,0.000046992398,0.0012831166,4.9034843e-9,9.241353e-9,0.00003316976,0.00027062697,0.3167155],"study_design_scores_gemma":[0.00072306005,0.0006413033,0.023965692,0.9730414,0.0003124399,0.00007945398,0.00044772512,0.00002864294,5.1190096e-8,0.000036569832,0.0004625802,0.00026107358],"about_ca_topic_score_codex":0.0006014552,"about_ca_topic_score_gemma":0.00006629299,"teacher_disagreement_score":0.31645444,"about_ca_system_score_codex":0.0016847681,"about_ca_system_score_gemma":0.0008200922,"threshold_uncertainty_score":0.99983877},"labels":[],"label_agreement":null},{"id":"W3215804109","doi":"10.1183/13993003.congress-2021.oa4225","title":"Inhospital NEMS for patients with coexisting physical frailty and cognitive imparment during acute exacerbation of COPD: a randomized controlled trial","year":2021,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Exacerbation; Randomized controlled trial; COPD; Physical therapy; Group B; Montreal Cognitive Assessment; Cognition; Observational study; Internal medicine; Cognitive impairment; Disease","score_opus":0.010805528517361914,"score_gpt":0.28536469436818357,"score_spread":0.27455916585082163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215804109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98867184,0.0000398211,0.0016644725,0.0002329582,0.00011388975,0.008380508,0.000042838947,0.00003246325,0.00082121894],"genre_scores_gemma":[0.9970303,0.0000080131595,0.0011741847,0.00007974984,0.00013694818,0.0007623013,0.00016999221,0.000020989048,0.00061749556],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99861795,0.000090124944,0.00047269344,0.00028209382,0.0003417371,0.00019541959],"domain_scores_gemma":[0.9978278,0.0010851916,0.00026739578,0.000111920126,0.0006091704,0.00009850512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019692435,0.00018187413,0.0013923697,0.000047650043,0.00006112637,0.000019605757,0.000024012123,0.000054852593,0.00003326251],"category_scores_gemma":[0.0015280518,0.00011997459,0.00020713212,0.00008825137,0.00013177213,0.000089286885,0.00003554847,0.000095392825,9.4719917e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.99319476,0.0009533031,0.0013552699,0.00011657461,0.0014242297,0.00000823645,0.0009929658,0.0000011740092,0.0010602414,0.00005772618,0.000042381216,0.00079316634],"study_design_scores_gemma":[0.9840427,0.0019057646,0.004233207,0.00029492113,0.0017430094,0.0000053046383,0.00028062135,0.0015524145,0.0057391888,0.000064779095,0.0000029086705,0.00013515222],"about_ca_topic_score_codex":0.000012752171,"about_ca_topic_score_gemma":0.000004813508,"teacher_disagreement_score":0.009152003,"about_ca_system_score_codex":0.000034451932,"about_ca_system_score_gemma":0.0001058462,"threshold_uncertainty_score":0.48924217},"labels":[],"label_agreement":null},{"id":"W3216054561","doi":"10.1097/ncm.0000000000000545","title":"How COVID-19 Accelerated Shifts in Case Management Practice","year":2021,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Case management; MEDLINE; Case analysis; Nurse Administrator","score_opus":0.073258151776531,"score_gpt":0.39004420862058237,"score_spread":0.31678605684405137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216054561","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40023404,0.0023306182,0.0031839572,0.47612283,0.0036235128,0.008218572,0.000103869555,0.00064364,0.10553895],"genre_scores_gemma":[0.87450016,0.00023153644,0.014516293,0.020668374,0.00015438821,0.00057573046,0.00022138657,0.00006065114,0.08907146],"study_design_codex":"case_report","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968703,0.00038721247,0.00048473268,0.00084901624,0.0008238445,0.0005849058],"domain_scores_gemma":[0.99801916,0.00030491102,0.00016860515,0.00078448,0.00021841751,0.0005044017],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007871794,0.00034355567,0.00037542827,0.00037750197,0.0002748279,0.00012728921,0.00014062962,0.00013067346,0.0007807938],"category_scores_gemma":[0.0005599997,0.00031713583,0.00010401425,0.0009776953,0.00006263285,0.00037297697,0.0007844972,0.00052354735,0.00012633728],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004581484,0.0013292584,0.00047611695,0.0020182764,0.00036360967,0.9264864,0.00078974414,0.000055565386,0.000035165816,0.004787054,0.044662155,0.018538505],"study_design_scores_gemma":[0.014916673,0.0002009392,0.0035484412,0.0011147135,0.0009538679,0.15394512,0.06627306,0.0009353156,0.00028980436,0.0006984341,0.7562459,0.0008777502],"about_ca_topic_score_codex":0.0001638973,"about_ca_topic_score_gemma":0.00041051413,"teacher_disagreement_score":0.7725413,"about_ca_system_score_codex":0.0007273517,"about_ca_system_score_gemma":0.00019900672,"threshold_uncertainty_score":0.99992806},"labels":[],"label_agreement":null},{"id":"W3216754124","doi":"10.1016/j.arr.2021.101513","title":"Biomarkers of ageing and frailty may predict COVID-19 severity","year":2021,"lang":"en","type":"review","venue":"Ageing Research Reviews","topic":"Frailty in Older Adults","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Institute of Environmental Health Sciences; Natural Sciences and Engineering Research Council of Canada","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Pandemic; Disease; Culprit; Intensive care medicine; Severity of illness; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Ageing; Coronavirus; Internal medicine; Infectious disease (medical specialty)","score_opus":0.33447081768276105,"score_gpt":0.5073311228585596,"score_spread":0.1728603051757986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216754124","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024444205,0.9901189,0.000069792535,0.00071048946,0.00018931685,0.005292356,0.00011597997,0.000077508834,0.003401176],"genre_scores_gemma":[0.000015096778,0.99239904,0.0016613918,0.00021809814,0.00031254333,0.0004733332,0.00040561007,0.00012865201,0.0043862606],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98950773,0.0042579463,0.002127083,0.0013873379,0.0016464345,0.0010734492],"domain_scores_gemma":[0.9923205,0.0031712472,0.00070348784,0.002132205,0.0004300943,0.0012424958],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.011350806,0.0007370696,0.0055572013,0.0008636754,0.00029748734,0.00011021598,0.0006928592,0.000668303,0.0006988152],"category_scores_gemma":[0.03320392,0.00056344876,0.0011382087,0.0023382616,0.00088150497,0.0001548876,0.0010252447,0.0024874446,0.00013628267],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010373868,0.000074585216,0.0000792093,0.20280568,0.0003764045,0.0021045431,0.00012974122,2.5431346e-8,0.000004638984,0.000027783428,0.043358885,0.7510281],"study_design_scores_gemma":[0.00047763047,0.0001672223,0.00009593999,0.13174237,0.0007728679,0.0005167847,0.000043833923,0.0000062079557,0.0000021874314,0.000022137418,0.86581695,0.00033587447],"about_ca_topic_score_codex":0.0007463306,"about_ca_topic_score_gemma":0.00010304745,"teacher_disagreement_score":0.822458,"about_ca_system_score_codex":0.00074943446,"about_ca_system_score_gemma":0.0027545234,"threshold_uncertainty_score":0.99981385},"labels":[],"label_agreement":null},{"id":"W3216978857","doi":"10.1093/eurheartj/ehab724.1008","title":"Derivation of an electronic frailty index for short-term mortality in heart failure: a machine learning approach","year":2021,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Logistic regression; Heart failure; Decision tree; Multivariate statistics; Frailty Index; Gradient boosting; Comorbidity; Multivariate analysis; Internal medicine; Retrospective cohort study; Machine learning; Emergency medicine; Random forest","score_opus":0.05512136951565333,"score_gpt":0.3279933690792634,"score_spread":0.2728719995636101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216978857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915919,0.00034892076,0.0054949997,0.0016256525,0.00008386625,0.00031319642,0.0000062756594,0.000039209204,0.0004960216],"genre_scores_gemma":[0.99038726,0.000030091624,0.008436553,0.00030527086,0.00038975434,0.0000053088866,0.000121337864,0.00006240507,0.00026200837],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976888,0.0005783517,0.000569915,0.00031615864,0.00039291117,0.00045388195],"domain_scores_gemma":[0.9990842,0.00006112747,0.0001173461,0.00031116942,0.00021684777,0.0002093638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014407166,0.00018040996,0.00041357323,0.00016511316,0.000119651755,0.000053269912,0.00011240294,0.00006285861,0.000106364525],"category_scores_gemma":[0.00043972072,0.00017466661,0.00017170011,0.00030387065,0.000050805527,0.0002286814,0.00005272855,0.0011131453,0.000005737922],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019489987,0.00056481216,0.93976164,0.00017400608,0.00010213437,0.00012690962,0.0006369574,0.0008633856,0.053584065,0.00004606342,0.0011309762,0.002814159],"study_design_scores_gemma":[0.0025029893,0.0006475377,0.96294045,0.00020101853,0.000054801236,0.002858193,0.00018817012,0.008164056,0.00478215,0.000060343984,0.017402528,0.00019774375],"about_ca_topic_score_codex":0.000013560116,"about_ca_topic_score_gemma":0.0001144902,"teacher_disagreement_score":0.048801914,"about_ca_system_score_codex":0.00012751194,"about_ca_system_score_gemma":0.00027434799,"threshold_uncertainty_score":0.7122698},"labels":[],"label_agreement":null},{"id":"W3217162145","doi":"10.1016/j.xjon.2021.11.009","title":"Commentary: In cardiac surgery, you are only as old as you feel","year":2021,"lang":"en","type":"editorial","venue":"JTCVS Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scopus; Medicine; Bypass grafting; Cardiac surgery; Population; Cohort; MEDLINE; Gerontology; General surgery; Internal medicine; Artery","score_opus":0.022061965637932023,"score_gpt":0.32237293616875057,"score_spread":0.30031097053081857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217162145","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004002736,0.0017377475,3.0759216e-7,0.04241066,0.9134812,0.0027821383,0.0018411551,0.000103917766,0.033640176],"genre_scores_gemma":[0.0006413672,0.0012549559,0.00016135814,0.007334947,0.80241185,0.00036392664,0.018808503,0.00028798403,0.1687351],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99468505,0.00044521404,0.0009867586,0.0012935651,0.0017542834,0.0008351015],"domain_scores_gemma":[0.9950157,0.0017311528,0.00046555148,0.0018820778,0.00044356135,0.00046198294],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0013915662,0.00075611915,0.0029397467,0.0003425013,0.00011244718,0.00037693142,0.0011367801,0.0013892615,0.001662325],"category_scores_gemma":[0.0041796486,0.00076931674,0.00057119806,0.0005720041,0.00011243011,0.00029774755,0.0014529746,0.0023180037,0.0010053763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037006036,0.000369384,0.009862959,0.00043001334,0.0004887059,0.0028101213,0.00035981144,3.154863e-7,0.0000073072642,0.000013988506,0.9823079,0.0029794],"study_design_scores_gemma":[0.0022575734,0.00020692132,0.0028253898,0.004086714,0.00035998147,0.000038515973,0.00085731206,0.0000011545503,0.00011572996,0.00004499108,0.9884709,0.00073483004],"about_ca_topic_score_codex":0.03997554,"about_ca_topic_score_gemma":0.004563444,"teacher_disagreement_score":0.13509493,"about_ca_system_score_codex":0.0010155524,"about_ca_system_score_gemma":0.0026407898,"threshold_uncertainty_score":0.99998367},"labels":[],"label_agreement":null},{"id":"W3217444265","doi":"10.1161/circ.144.suppl_1.14004","title":"Abstract 14004: Long Term Outcomes of Ambulatory Outpatient Management of Acute Decompensated Heart Failure in a Heart Failure Specialist Nurse Delivered Consultant Led Unit versus Inpatient Management","year":2021,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas College","funders":"","keywords":"Medicine; Heart failure; Ambulatory; Acute decompensated heart failure; Pharmacy; Emergency medicine; Retrospective cohort study; Internal medicine","score_opus":0.025219214069194876,"score_gpt":0.29694693472647604,"score_spread":0.2717277206572812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217444265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99597657,0.000082916304,0.00008239297,0.0013175411,0.00044549114,0.0014726876,0.00006392109,0.000050963787,0.00050753815],"genre_scores_gemma":[0.9956185,0.000020291194,0.0034206745,0.000100075704,0.000025723759,0.000039019225,0.0006610732,0.000037631246,0.000076981385],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99729276,0.000090111695,0.0010280646,0.0005024372,0.00074565696,0.00034094715],"domain_scores_gemma":[0.99830294,0.00008493387,0.0003382471,0.00070453645,0.00043279654,0.0001365244],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019073774,0.00030576313,0.00070285,0.00032978368,0.0000531833,0.000021048496,0.00012201384,0.00015896479,0.000299373],"category_scores_gemma":[0.000043359472,0.00032266573,0.00020279523,0.0006318888,0.000114822695,0.00015080889,0.00009185248,0.00022422252,0.00003246503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076721964,0.0012082155,0.98354435,0.0011643034,0.0014510081,0.0003706845,0.0009663617,0.0011309892,0.005944944,0.0005547709,0.0006603261,0.0022368347],"study_design_scores_gemma":[0.010406971,0.0001291801,0.9823278,0.0010533778,0.0005408123,0.000014249068,0.0012724919,0.00022249606,0.0033500222,0.000020538475,0.00040941092,0.0002526264],"about_ca_topic_score_codex":0.000083998704,"about_ca_topic_score_gemma":0.00042941785,"teacher_disagreement_score":0.009639751,"about_ca_system_score_codex":0.00040471254,"about_ca_system_score_gemma":0.000087973494,"threshold_uncertainty_score":0.9999225},"labels":[],"label_agreement":null},{"id":"W3217717707","doi":"10.5770/cgj.24.507","title":"Relationship Between Social Activity and Frailty in Japanese Older Women During Restriction on Outings due to COVID-19","year":2021,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Coronavirus disease 2019 (COVID-19); Social activity; Demography; Association (psychology); Older people; Multivariate analysis; Cross-sectional study; Psychology; Social psychology","score_opus":0.046826098927555106,"score_gpt":0.30895917349209906,"score_spread":0.26213307456454393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217717707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97290164,0.000046131077,0.000041501797,0.025982808,0.00026910464,0.00021841012,0.000046874375,0.000020291618,0.00047322683],"genre_scores_gemma":[0.99661815,0.000012412087,0.00011581375,0.001281215,0.0010030991,0.000010457052,0.000013161337,0.000027877626,0.0009177969],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830616,0.00016395193,0.00032451702,0.00030506437,0.00032314556,0.00057719013],"domain_scores_gemma":[0.9973072,0.0002979427,0.00012153336,0.00016786692,0.00012841435,0.0019770714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057352096,0.00016303574,0.00031151055,0.00087059854,0.00053686625,0.000117279495,0.00008093011,0.00023346888,0.00010682535],"category_scores_gemma":[0.004111097,0.00018599046,0.000055644825,0.0010238644,0.000030813124,0.00014663597,0.00003139026,0.0009591596,0.00001894982],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015921802,0.000054544365,0.9671716,0.0001630676,0.000040482137,0.0034205671,0.019955825,0.000065119086,0.00028813633,0.0000579939,0.005422352,0.003201114],"study_design_scores_gemma":[0.0022608307,0.00006577901,0.9931658,0.000041001633,0.000028175806,0.0007013584,0.0012649451,0.0000054466436,0.000053627973,0.00024118792,0.001997598,0.00017428402],"about_ca_topic_score_codex":0.009817828,"about_ca_topic_score_gemma":0.031950694,"teacher_disagreement_score":0.025994185,"about_ca_system_score_codex":0.004074379,"about_ca_system_score_gemma":0.002243892,"threshold_uncertainty_score":0.9997488},"labels":[],"label_agreement":null},{"id":"W3217809264","doi":"10.1016/j.archger.2021.104586","title":"Early identification of frailty: Developing an international delphi consensus on pre-frailty","year":2021,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"First Health Programme; National Institute on Aging; European Commission","keywords":"Gerontology; Delphi method; Psychological intervention; Cognition; Medicine; Quality of life (healthcare); Frailty Index; Psychology; Psychiatry; Computer science; Psychotherapist","score_opus":0.05082943180871365,"score_gpt":0.3362583490675015,"score_spread":0.2854289172587879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217809264","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913689,0.000354169,0.0035497309,0.0022270174,0.0003258809,0.00014943453,0.000043726675,0.000019708428,0.00196146],"genre_scores_gemma":[0.9848184,0.0003088222,0.013978469,0.00012998581,0.00007069778,0.0000059207564,0.00008179516,0.000010377543,0.00059553137],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988444,0.00009472788,0.000466094,0.00028703353,0.00016115732,0.00014662596],"domain_scores_gemma":[0.9988132,0.00041974307,0.0002377296,0.00031247016,0.00014580254,0.00007107113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012080698,0.000110782144,0.0002862473,0.00015212022,0.000043974567,0.0000076616525,0.000116995405,0.000100563295,0.000025048525],"category_scores_gemma":[0.0005790268,0.00011221775,0.000056237834,0.00009827852,0.00024171999,0.00005769867,0.00006501951,0.00014191896,0.0000023355544],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004260863,0.0013751276,0.31214502,0.000942448,0.0010586452,0.00025108707,0.023525564,0.000089651774,0.21222037,0.05552915,0.00056324987,0.3880388],"study_design_scores_gemma":[0.0015464664,0.0003604624,0.9689483,0.000078907615,0.000074264346,0.00013704858,0.0002629749,0.00039195607,0.023697922,0.003517702,0.00086374267,0.0001202736],"about_ca_topic_score_codex":0.0000591955,"about_ca_topic_score_gemma":0.000081852224,"teacher_disagreement_score":0.65680325,"about_ca_system_score_codex":0.000012676115,"about_ca_system_score_gemma":0.00016173274,"threshold_uncertainty_score":0.4576107},"labels":[],"label_agreement":null},{"id":"W374169577","doi":"10.1016/j.cjca.2015.05.012","title":"The Effect of Bleeding Risk and Frailty Status on Anticoagulation Patterns in Octogenarians With Atrial Fibrillation: The FRAIL-AF Study","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Atrial fibrillation; Stroke (engine); Internal medicine; Odds ratio; Warfarin; Confidence interval; Diabetes mellitus; Atrial flutter; Heart failure; Cardiology","score_opus":0.02665882756178714,"score_gpt":0.28097260243375444,"score_spread":0.25431377487196727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W374169577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965776,0.00059942313,0.00018345269,0.0013743535,0.000470274,0.0004830148,0.000018562736,0.000002276349,0.00029104052],"genre_scores_gemma":[0.9988312,0.00005185987,0.000013952425,0.000022518123,0.0010520756,0.0000010338199,0.0000023713917,0.000012222731,0.0000127628655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984692,0.00057942525,0.0003555003,0.00011406211,0.00022337801,0.0002584673],"domain_scores_gemma":[0.9982905,0.000762183,0.00025543504,0.00020825301,0.0001788455,0.00030481783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013808137,0.000118170436,0.0004514106,0.00017279034,0.00010201335,0.000021277488,0.00009005019,0.00008000311,0.0000024850212],"category_scores_gemma":[0.001002572,0.000060086422,0.0000865001,0.00014889959,0.00016404847,0.000051568357,0.00000980804,0.00034868944,8.426453e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077118963,6.9668874e-7,0.97758955,0.000007201648,0.00024871106,0.00009242241,0.0014843137,0.011117019,0.0000066405596,0.000008283221,0.0004066541,0.0082673235],"study_design_scores_gemma":[0.0056040776,0.0065198992,0.97886777,0.00009311951,0.00028757798,0.00040635056,0.0015042882,0.0001345227,0.000026805801,0.000035519297,0.006453855,0.0000662286],"about_ca_topic_score_codex":0.0042769667,"about_ca_topic_score_gemma":0.01439892,"teacher_disagreement_score":0.010982496,"about_ca_system_score_codex":0.00015669044,"about_ca_system_score_gemma":0.0005477382,"threshold_uncertainty_score":0.80349356},"labels":[],"label_agreement":null},{"id":"W4200013693","doi":"10.1093/ageing/afaa153","title":"Corrigendum to: The role of illness acuity on the association between frailty and mortality in emergency department patients referred to internal medicine","year":2020,"lang":"en","type":"erratum","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Medicine; Emergency department; Association (psychology); Emergency medicine; Gerontology; Medical emergency; Psychiatry","score_opus":0.04028186260754967,"score_gpt":0.3037807964840195,"score_spread":0.26349893387646983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200013693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9720781,0.0003885869,0.000020446883,0.008167003,0.00684675,0.0012875379,0.000181111,0.000021113643,0.011009338],"genre_scores_gemma":[0.98745567,0.00028423287,0.000005800919,0.0009254818,0.0010632965,0.000046679575,0.00038437636,0.000023322076,0.009811118],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99808794,0.00014743619,0.0005300535,0.00036852827,0.0006242201,0.0002418044],"domain_scores_gemma":[0.99901676,0.00013714303,0.0002852471,0.00031182196,0.00009323423,0.00015581753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044787925,0.00024290451,0.00055507256,0.000078251265,0.00009882939,0.000014383008,0.00019184798,0.00019483746,0.00005385208],"category_scores_gemma":[0.0014697199,0.0001397883,0.00005439856,0.0002352644,0.00003130405,0.000035488145,0.0002096656,0.00074234966,0.0000060271127],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000773716,0.00007919205,0.40533668,0.00018079282,0.00035488463,0.00020688513,0.009900573,6.9147904e-7,0.00007176948,0.000024439958,0.53678906,0.046977684],"study_design_scores_gemma":[0.0004248934,0.0003761545,0.84503216,0.0008108739,0.000182158,3.8901786e-7,0.00036030856,0.000015893873,0.000054632208,0.00017907772,0.15243843,0.00012502928],"about_ca_topic_score_codex":0.0017604547,"about_ca_topic_score_gemma":0.002375076,"teacher_disagreement_score":0.43969548,"about_ca_system_score_codex":0.000150671,"about_ca_system_score_gemma":0.00003145867,"threshold_uncertainty_score":0.57004017},"labels":[],"label_agreement":null},{"id":"W4200013792","doi":"10.1016/j.jgo.2021.12.001","title":"Quality of care of consultations from the geriatric oncology clinic: “Are we addressing the needs of patients?”","year":2021,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of New Brunswick; University of Toronto; University Health Network; Canada Research Chairs","funders":"","keywords":"Medicine; Geriatric oncology; Psychological intervention; Mood; Quality of life (healthcare); Geriatrics; Logistic regression; Palliative care; Prostate cancer; Genitourinary system; Cancer; Internal medicine; Family medicine; Nursing; Psychiatry","score_opus":0.08599171531746057,"score_gpt":0.4084940613172871,"score_spread":0.3225023459998265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200013792","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97002465,0.009817444,0.00014075158,0.015223756,0.0019033976,0.00041280643,0.00029715418,0.0000067191168,0.0021732964],"genre_scores_gemma":[0.9938416,0.0021971622,0.0026276647,0.00042507463,0.00067134737,0.0000058499486,0.000035934772,0.000021336522,0.0001740699],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948376,0.0015794047,0.0026132544,0.00015821142,0.0005652615,0.00024626838],"domain_scores_gemma":[0.9829273,0.007927002,0.0048670056,0.0005125387,0.0036465274,0.00011959851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012715594,0.00018466325,0.0015238655,0.00025934854,0.0000976539,0.0000073975884,0.00040543874,0.00036368374,0.0005941606],"category_scores_gemma":[0.0053828177,0.00011257603,0.00049109943,0.0011418434,0.0004484499,0.00008548492,0.00015304332,0.0007299142,0.0000050780086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008126313,0.0059930203,0.6349349,0.0014986818,0.0027969303,0.000235863,0.07507358,0.00021917868,0.0129197715,0.00031180843,0.07493002,0.18295993],"study_design_scores_gemma":[0.015061601,0.005262672,0.851275,0.00037487308,0.0020453427,0.00017739084,0.06659068,0.000013142991,0.0023387142,0.00043592675,0.056229062,0.0001955829],"about_ca_topic_score_codex":0.00018534558,"about_ca_topic_score_gemma":0.00024655618,"teacher_disagreement_score":0.2163401,"about_ca_system_score_codex":0.00032023372,"about_ca_system_score_gemma":0.0030881895,"threshold_uncertainty_score":0.6505642},"labels":[],"label_agreement":null},{"id":"W4200018854","doi":"10.1093/geroni/igab046.3472","title":"Cognitive Decline and Retirement: Findings From the Canadian Longitudinal Study on Aging","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Longitudinal study; Health and Retirement Study; Cognition; Propensity score matching; Psychology; Stroop effect; Life expectancy; Gerontology; Cognitive skill; Cognitive decline; Cohort study; Demography; Medicine; Psychiatry; Dementia; Environmental health","score_opus":0.08715203208074887,"score_gpt":0.36014481268008847,"score_spread":0.2729927805993396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200018854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9772075,0.00006446693,0.00007884019,0.020772817,0.00015373716,0.00031824547,0.0000133486365,0.00002006668,0.0013709783],"genre_scores_gemma":[0.9944614,0.0000037627278,0.00014658073,0.004951766,0.00012337015,0.000018895407,0.00011455849,0.000013662835,0.0001659989],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988901,0.000049372895,0.0003171792,0.00028077204,0.0002713147,0.00019125461],"domain_scores_gemma":[0.9991736,0.00026054753,0.000057304802,0.00016189656,0.0003029048,0.0000437615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004474526,0.00010457076,0.00013906267,0.00023814778,0.00017001634,0.000078839046,0.000050357856,0.000037081565,0.00009257663],"category_scores_gemma":[0.0009525128,0.00009116713,0.00001076571,0.0011000411,0.000043200354,0.00007389899,0.000052617048,0.0003300336,0.000011804338],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015072831,0.00005525412,0.99075836,0.000007609529,0.00003393337,0.00022096852,0.004343675,0.0000016173271,0.00030755045,0.00035410063,0.0002203375,0.0036815016],"study_design_scores_gemma":[0.0018086109,0.000052605927,0.9909854,0.0005782319,0.000027614098,0.000012380956,0.0045464933,0.00008672157,0.0012095597,0.00029231698,0.00031103616,0.00008902685],"about_ca_topic_score_codex":0.03979017,"about_ca_topic_score_gemma":0.20921414,"teacher_disagreement_score":0.16942397,"about_ca_system_score_codex":0.00019837049,"about_ca_system_score_gemma":0.00018939874,"threshold_uncertainty_score":0.96660393},"labels":[],"label_agreement":null},{"id":"W4200058262","doi":"10.1097/bsd.0000000000001283","title":"Preoperative Considerations for the Frail Patient","year":2021,"lang":"en","type":"article","venue":"Clinical Spine Surgery A Spine Publication","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Sarcopenia; Stressor; Cohort; Intervention (counseling); Relevance (law); Identification (biology); MEDLINE; Disease","score_opus":0.1099870550502272,"score_gpt":0.37891206783375164,"score_spread":0.26892501278352443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200058262","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14255814,0.0023324431,0.027767766,0.8151658,0.0030748027,0.004275095,0.00012405949,0.00043507578,0.004266803],"genre_scores_gemma":[0.9494481,0.00037141205,0.014616668,0.025728943,0.0013752986,0.0012748071,0.0010327526,0.00005363858,0.006098357],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9973063,0.00018386706,0.0013022126,0.0005737976,0.00031353312,0.00032032508],"domain_scores_gemma":[0.99269027,0.0031445709,0.0003220017,0.0009820536,0.0025969387,0.00026418056],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010782462,0.00019728031,0.0005174721,0.00007984917,0.00028169277,0.0001318741,0.00008166079,0.00017145745,0.0011341834],"category_scores_gemma":[0.049282473,0.00014198756,0.00045801955,0.00049583486,0.00020533886,0.00022925904,0.000081936894,0.00035022013,0.00009384194],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008919401,0.0018273565,0.063030906,0.00013353278,0.0004823535,0.0000223137,0.00024362469,0.000027331107,0.0005224711,0.009665668,0.7609523,0.16300298],"study_design_scores_gemma":[0.0015229944,0.0003864163,0.5851621,0.00012070409,0.00023166544,0.0001180008,0.00012104425,0.0022673567,0.002579645,0.0008864988,0.40633848,0.00026509922],"about_ca_topic_score_codex":0.0000112042,"about_ca_topic_score_gemma":0.00004751844,"teacher_disagreement_score":0.80688995,"about_ca_system_score_codex":0.00006446437,"about_ca_system_score_gemma":0.0009505402,"threshold_uncertainty_score":0.9997789},"labels":[],"label_agreement":null},{"id":"W4200077272","doi":"10.1093/geroni/igab046.1482","title":"The Frailty Syndrome: An Emergent Property of Parallel Dysregulation in Multiple Physiological Systems?","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université de Sherbrooke","funders":"","keywords":"Mahalanobis distance; Etiology; Psychology; Computer science; Psychiatry; Artificial intelligence","score_opus":0.08010646584045156,"score_gpt":0.31946431983476065,"score_spread":0.2393578539943091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200077272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963615,0.00013091794,0.00064076646,0.0019884692,0.00023430087,0.00040324873,0.0000023218747,0.000028867911,0.00020963985],"genre_scores_gemma":[0.998438,0.00001680353,0.0007346281,0.000113831884,0.000041278618,0.00006212793,0.00010218552,0.000010497962,0.00048067284],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851906,0.000123974,0.00070840423,0.00022304969,0.000250947,0.00017454903],"domain_scores_gemma":[0.9991119,0.00007514454,0.0001611226,0.00029789275,0.0003337507,0.000020188836],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004965869,0.000094626084,0.00021444824,0.0001532001,0.000051522038,0.000016839398,0.00007737448,0.00007352569,0.000024581039],"category_scores_gemma":[0.00066621066,0.000058485268,0.000020363887,0.0013069896,0.000052825148,0.00013210152,0.000040690054,0.0001981675,0.000004233466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017966288,0.00082400127,0.6760897,0.0005337491,0.000059883696,0.00018097111,0.0023571136,0.019769983,0.27189657,0.007532241,0.00092258764,0.019653535],"study_design_scores_gemma":[0.0013144059,0.00006852989,0.9539897,0.00041409858,0.000004287697,0.000042664586,0.0009444952,0.040482443,0.001623993,0.00029350194,0.0007306818,0.00009119487],"about_ca_topic_score_codex":0.00020778071,"about_ca_topic_score_gemma":0.00012414384,"teacher_disagreement_score":0.2779,"about_ca_system_score_codex":0.000107003805,"about_ca_system_score_gemma":0.00008053901,"threshold_uncertainty_score":0.238496},"labels":[],"label_agreement":null},{"id":"W4200117820","doi":"10.1136/jnnp-2021-327396","title":"Frailty, lifestyle, genetics and dementia risk","year":2021,"lang":"en","type":"article","venue":"Journal of Neurology Neurosurgery & Psychiatry","topic":"Frailty in Older Adults","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Engineering and Physical Sciences Research Council; Medical Research Council; National Institutes of Health; Canadian Frailty Network; National Health and Medical Research Council; Health Sciences Centre Foundation; Dalhousie University; Canadian Institutes of Health Research; National Institute for Health and Care Research; Nova Scotia Health Research Foundation; Dalhousie Medical Research Foundation; Alan Turing Institute; QEII Foundation; National Institute on Aging; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Dementia; Gerontology; Medicine; Psychology; Disease","score_opus":0.01591578473970623,"score_gpt":0.2684022902801172,"score_spread":0.25248650554041097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200117820","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9554551,0.008377753,0.00007440253,0.028914643,0.006686955,0.00009289977,0.0000106989155,0.000027538113,0.00035997434],"genre_scores_gemma":[0.96882325,0.0061262064,0.0022819454,0.021143239,0.0013689623,0.0000017160168,0.000003420057,0.00006506437,0.00018621788],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99747425,0.00038404934,0.0009635352,0.000376614,0.0004107783,0.00039078854],"domain_scores_gemma":[0.9977402,0.0003902933,0.0007160628,0.00045225734,0.00031865036,0.00038251653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037221648,0.0002534932,0.0006293881,0.00026093912,0.00011031998,0.000037729158,0.00014047403,0.00021866562,0.00011352501],"category_scores_gemma":[0.0006416684,0.00023650467,0.00030592838,0.00030009123,0.00017051613,0.00011088902,0.000112098016,0.0012950815,0.000015327496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036064762,0.0003891784,0.9549778,0.00006038989,0.0002460362,0.0023036997,0.000032543234,0.000030052708,0.00401135,0.00003006923,0.033968277,0.0035899347],"study_design_scores_gemma":[0.0019088755,0.0012222815,0.9042636,0.000056466684,0.0006448899,0.029631598,0.000014632354,0.00006569646,0.00055888534,0.0005244848,0.060946893,0.00016167201],"about_ca_topic_score_codex":0.000002175219,"about_ca_topic_score_gemma":0.000012199755,"teacher_disagreement_score":0.050714195,"about_ca_system_score_codex":0.0000066844036,"about_ca_system_score_gemma":0.00045615554,"threshold_uncertainty_score":0.9644381},"labels":[],"label_agreement":null},{"id":"W4200118059","doi":"10.1213/ane.0000000000005832","title":"A Systematic Review and Meta-analysis Examining the Impact of Age on Perioperative Inflammatory Biomarkers","year":2021,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Health Sciences Centre; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Perioperative; Systemic inflammation; Inflammatory response; Inflammation; MEDLINE","score_opus":0.043335207824986226,"score_gpt":0.31354810455897536,"score_spread":0.2702128967339891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200118059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7721335,0.21119015,0.000037884456,0.011934939,0.000007552149,0.002922681,0.0000119710785,0.00007836512,0.0016829167],"genre_scores_gemma":[0.9946307,0.0014989256,0.0001556441,0.0022077572,0.0000111171685,0.00012470614,0.000026885975,0.000027296062,0.001316961],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9977689,0.0006257785,0.0006574618,0.0003530108,0.0003827028,0.00021216998],"domain_scores_gemma":[0.9980332,0.00040035954,0.00030083105,0.00090973516,0.00022906256,0.00012677627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008040069,0.00029084133,0.0023680788,0.00016746695,0.000082353574,0.000038472048,0.00013969517,0.000071579976,0.00042220223],"category_scores_gemma":[0.0003926888,0.0001513036,0.00112883,0.0009664447,0.00015773663,0.0000686979,0.000023967845,0.00016243839,0.000015567317],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011730355,0.0003539198,0.01082561,0.13496555,0.8363558,0.007763473,0.0051202225,0.00010098892,0.0016136857,0.00068213255,0.002031426,0.0000698725],"study_design_scores_gemma":[0.00046862126,0.00047515536,0.13050245,0.0045438143,0.8603455,0.0016579712,0.000992256,0.00019214467,0.00048224468,0.000010409018,0.000026109134,0.00030333485],"about_ca_topic_score_codex":0.00010453202,"about_ca_topic_score_gemma":0.000029863728,"teacher_disagreement_score":0.22249717,"about_ca_system_score_codex":0.00005835419,"about_ca_system_score_gemma":0.00013976375,"threshold_uncertainty_score":0.61699814},"labels":[],"label_agreement":null},{"id":"W4200149028","doi":"10.1093/geroni/igab046.1479","title":"Comparison of Different Approaches to Operationalize Fried’s Phenotypic Frailty in the NuAge Cohort","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Université de Montréal; Université de Sherbrooke; Ste. Anne's Hospital; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier Universitaire de Sherbrooke","funders":"","keywords":"Operationalization; Cohort; Gerontology; Cohort study; Medicine; Autonomy; Demography; Pathology; Sociology","score_opus":0.16160608969049192,"score_gpt":0.35890803563017715,"score_spread":0.19730194593968522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200149028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9794249,0.00008548914,0.0035648246,0.011981557,0.000110822184,0.00045856595,0.0000039874744,0.000015678666,0.0043541556],"genre_scores_gemma":[0.99613565,0.0000020571267,0.0017657025,0.0015120121,0.000067138106,0.000083514526,0.00016738636,0.000010723412,0.0002558424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852264,0.00008915751,0.0006568335,0.00021792797,0.00036765347,0.00014581642],"domain_scores_gemma":[0.9993072,0.00014237946,0.00008981404,0.0002887047,0.00015425905,0.000017624094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044890816,0.00010447057,0.00027239518,0.00026123982,0.00003172621,0.000024175135,0.000106808315,0.00005220304,0.00011614135],"category_scores_gemma":[0.00046535043,0.00008321002,0.000020676143,0.0016090124,0.000030782092,0.0000688623,0.00004598549,0.00025965433,0.000007181304],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020488813,0.00036815042,0.9419965,0.000085014224,0.000018847119,0.0000089814985,0.010478303,0.0005590745,0.010304657,0.03108496,0.0006550926,0.004419924],"study_design_scores_gemma":[0.00085949857,0.00002962651,0.97362405,0.00024725593,0.0000101360065,0.0000072589564,0.0028214979,0.0021750506,0.01847036,0.0007051552,0.00095545076,0.000094662835],"about_ca_topic_score_codex":0.000046525984,"about_ca_topic_score_gemma":0.00017324793,"teacher_disagreement_score":0.03162754,"about_ca_system_score_codex":0.0001047018,"about_ca_system_score_gemma":0.000080818696,"threshold_uncertainty_score":0.33932063},"labels":[],"label_agreement":null},{"id":"W4200152328","doi":"10.1080/09638288.2021.2012844","title":"Conceptualization of frailty in rehabilitation interventions with adults: a scoping review","year":2021,"lang":"en","type":"review","venue":"Disability and Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Operationalization; Conceptualization; Psychological intervention; Rehabilitation; International Classification of Functioning, Disability and Health; Inclusion (mineral); Gerontology; Psychology; Intervention (counseling); Qualitative research; Medicine; Physical therapy; Psychiatry; Social psychology","score_opus":0.061563545515087637,"score_gpt":0.41139658074227414,"score_spread":0.3498330352271865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200152328","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012485327,0.99009174,0.00011863512,0.0011105301,0.00007995343,0.0071592764,0.00006679348,0.00004262802,0.00008191811],"genre_scores_gemma":[0.00063401205,0.99237394,0.0048227645,0.000040180606,0.000031810097,0.0009741933,0.0010505205,0.000043769676,0.000028826043],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99531347,0.0010307818,0.0021765311,0.0008387272,0.00041730283,0.0002232172],"domain_scores_gemma":[0.99430895,0.0035959291,0.00069038605,0.00077934226,0.00051412213,0.00011125673],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011955589,0.00040169497,0.002740612,0.00019799377,0.000048452926,0.000015930545,0.00009464919,0.0003215363,0.0001458315],"category_scores_gemma":[0.008608678,0.0003194831,0.0007256141,0.0011459577,0.0013882123,0.00025267707,0.00006286799,0.0003853213,0.000003587933],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040409246,0.0006122671,0.002193849,0.64902717,0.000050042523,0.000001230704,0.0011127186,0.0000015202735,1.17864694e-7,0.00026308154,0.00005486592,0.34664273],"study_design_scores_gemma":[0.0011211674,0.0014271041,0.002602787,0.9848992,0.00093524705,0.000026511238,0.0012252149,0.00001141535,2.7097929e-7,0.00006876203,0.0073954216,0.0002868895],"about_ca_topic_score_codex":0.00010234982,"about_ca_topic_score_gemma":0.00069543935,"teacher_disagreement_score":0.34635586,"about_ca_system_score_codex":0.00035422586,"about_ca_system_score_gemma":0.0004405279,"threshold_uncertainty_score":0.99992573},"labels":[],"label_agreement":null},{"id":"W4200177353","doi":"10.1186/s12877-021-02660-6","title":"Web-based software applications for frailty assessment in older adults: a scoping review of current status with insights into future development","year":2021,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Simon Fraser University; Surrey Memorial Hospital; Fraser Health","funders":"Canadian Institutes of Health Research; Canadian Frailty Network","keywords":"Medicine; Context (archaeology); The Internet; Multidisciplinary approach; Web application; MEDLINE; Health care; Grading (engineering); World Wide Web; Computer science; Engineering","score_opus":0.04802634172923273,"score_gpt":0.3839737742812036,"score_spread":0.3359474325519709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200177353","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000055237197,0.9250066,0.05802786,0.000043846812,0.0003230197,0.016398167,0.0001048627,0.0000742169,0.0000158852],"genre_scores_gemma":[9.361302e-7,0.80375,0.18210264,0.0000934521,0.00031031904,0.009861811,0.003757123,0.000104829145,0.000018881954],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.99538535,0.00020430986,0.0020629028,0.0010060107,0.00081268273,0.0005287423],"domain_scores_gemma":[0.9958434,0.0006131311,0.0012559074,0.0010797837,0.0009291568,0.00027862858],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040924596,0.0007435593,0.0033581918,0.00054914784,0.0000910285,0.000028855646,0.00031860574,0.00037585635,0.000065864035],"category_scores_gemma":[0.00038407717,0.0005730183,0.0005041295,0.0019644687,0.000049987477,0.000068302594,0.000131469,0.0007248784,0.000007305201],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010836125,0.0003252348,0.00011553282,0.5213688,0.000047654838,0.0000038139287,0.000084242485,0.0000010743479,2.1239233e-8,0.000014462835,0.0004186919,0.47760963],"study_design_scores_gemma":[0.0017333837,0.000065667424,0.00007026756,0.479454,0.0006881215,0.000005675048,0.000032521966,0.0000054234106,9.712757e-7,0.0000013584795,0.5176102,0.00033241612],"about_ca_topic_score_codex":0.000008836284,"about_ca_topic_score_gemma":0.00033993964,"teacher_disagreement_score":0.51719147,"about_ca_system_score_codex":0.0010866446,"about_ca_system_score_gemma":0.02290693,"threshold_uncertainty_score":0.9996721},"labels":[],"label_agreement":null},{"id":"W4200178363","doi":"10.1111/jgs.17601","title":"Self‐management interventions for issues identified in a geriatric assessment: A systematic review","year":2021,"lang":"en","type":"review","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health; Ontario Tech University; University of Toronto; University Health Network; Toronto General Hospital; St. Michael's Hospital; McMaster University","funders":"","keywords":"Medicine; PsycINFO; CINAHL; Psychological intervention; MEDLINE; Mood; Quality of life (healthcare); Falls in older adults; Cochrane Library; Geriatrics; Systematic review; Randomized controlled trial; Self-management; Gerontology; Poison control; Psychiatry; Nursing; Suicide prevention","score_opus":0.05151705649405908,"score_gpt":0.42685083155885395,"score_spread":0.3753337750647949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200178363","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003314865,0.99106777,0.0007678719,0.0011966055,0.0009275894,0.0058976826,0.00004254151,0.000024396013,0.00007222955],"genre_scores_gemma":[0.0000017708383,0.969642,0.026984913,0.00050107064,0.0004170547,0.00044191585,0.000025373736,0.00009188529,0.0018940454],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9936406,0.0008660028,0.0037065241,0.00040005177,0.0009630545,0.00042378667],"domain_scores_gemma":[0.98977715,0.00061997963,0.0077659935,0.0010687935,0.00061182224,0.00015626008],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0032572956,0.0005351303,0.0071281507,0.00035199476,0.00011063307,0.00011447074,0.0009943739,0.00014516067,0.00002146388],"category_scores_gemma":[0.0008628635,0.0003408369,0.010398076,0.0034711447,0.00009199093,0.000114790884,0.00036702995,0.0010389606,0.000005858096],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034659295,0.00037951182,0.000004255055,0.9470229,0.0030296203,0.000043405562,0.00013079109,6.358122e-7,9.448051e-8,0.000030861236,0.033570405,0.015784027],"study_design_scores_gemma":[0.0007178917,0.00018276356,0.0000168486,0.73974615,0.036138114,0.0006219729,0.00038646796,0.000012734649,7.450865e-8,0.000019155152,0.22189042,0.00026737203],"about_ca_topic_score_codex":0.000009303757,"about_ca_topic_score_gemma":0.0000022008994,"teacher_disagreement_score":0.20727675,"about_ca_system_score_codex":0.0015353773,"about_ca_system_score_gemma":0.0008988283,"threshold_uncertainty_score":0.9999044},"labels":[],"label_agreement":null},{"id":"W4200253470","doi":"10.2106/jbjs.rvw.21.00065","title":"Is Frailty Associated with Adverse Outcomes After Orthopaedic Surgery?: A Systematic Review and Assessment of Definitions.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; MEDLINE; Systematic review; Adverse effect; Frailty Index; Physical therapy; Arthroplasty; Evidence-based medicine; Surgery; Gerontology; Alternative medicine; Internal medicine; Pathology","score_opus":0.05826728273346773,"score_gpt":0.28508475946452505,"score_spread":0.22681747673105732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200253470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87922543,0.06869303,0.000108484106,0.030784337,0.00035410965,0.011177237,0.00054060225,0.00028012006,0.008836666],"genre_scores_gemma":[0.9860923,0.0027608366,0.00032095902,0.0055235745,0.000009467742,0.0034724248,0.00007909213,0.000026492557,0.0017148294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982451,0.00017146903,0.00058740366,0.00025738776,0.00046290673,0.00027570705],"domain_scores_gemma":[0.9981875,0.0005967531,0.0002686918,0.00043671954,0.00033425158,0.00017612796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062533905,0.00017490188,0.0011531444,0.00008635354,0.000027237831,0.000009525801,0.000040439514,0.00006867611,0.00016599934],"category_scores_gemma":[0.0026008545,0.00012495095,0.00020660688,0.00038287276,0.00007374309,0.00008131648,0.000041880558,0.00016387632,0.0000046844684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014063225,0.00030938117,0.81877345,0.17677405,0.0011051543,0.0002901184,0.000091003225,7.173584e-8,8.138494e-7,0.00003270049,0.0021261666,0.00048301992],"study_design_scores_gemma":[0.0008730347,0.000016800466,0.9637359,0.032193653,0.0027979538,0.000097350785,0.00005467339,0.000003763207,0.000015753823,0.000017443599,0.00006350789,0.00013015787],"about_ca_topic_score_codex":0.0000111055715,"about_ca_topic_score_gemma":0.00005786492,"teacher_disagreement_score":0.14496244,"about_ca_system_score_codex":0.00009598241,"about_ca_system_score_gemma":0.00018716736,"threshold_uncertainty_score":0.5095352},"labels":[],"label_agreement":null},{"id":"W4200257793","doi":"10.1093/geroni/igab046.1481","title":"Cardiovascular Risk Factors and Carotid Intima Media Thickness: Mediation and Interaction by Grip Strength","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Université de Montréal","funders":"","keywords":"Grip strength; Mediation; Vulnerability (computing); Intima-media thickness; Medicine; Stressor; Disease; Internal medicine; Cardiology; Physical therapy; Carotid arteries; Clinical psychology; Computer science","score_opus":0.01582029734277746,"score_gpt":0.26561432626196585,"score_spread":0.2497940289191884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200257793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958094,0.0006870866,0.0015103362,0.0010092444,0.00047326926,0.00016904439,0.000016866945,0.000052983258,0.00027177928],"genre_scores_gemma":[0.9980782,0.00042632714,0.0007652721,0.00014865995,0.00013116458,0.000014739289,0.0003846286,0.000018061804,0.000032941098],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987242,0.00009419711,0.00040871173,0.00031198727,0.00031437696,0.0001465081],"domain_scores_gemma":[0.99907166,0.00022925477,0.00013499915,0.00019920105,0.0003230084,0.00004186768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047351327,0.00013920244,0.00026184184,0.00032013454,0.00005890926,0.00005296146,0.000028139757,0.000100776524,0.000028568178],"category_scores_gemma":[0.0019178858,0.00013526987,0.00003119656,0.0008863068,0.000051767474,0.00034781476,0.00004459113,0.00038646485,0.0000019907839],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000104497885,0.00004201756,0.9537763,0.00012384458,0.00014639161,0.000014676926,0.0055464134,0.000040927298,0.0071940795,0.0001860693,0.00057584647,0.032342996],"study_design_scores_gemma":[0.0026813378,0.000038231734,0.9499484,0.00041433546,0.00013081166,0.00009836192,0.0060834805,0.0014943343,0.03432472,0.00040555923,0.0040982016,0.00028223867],"about_ca_topic_score_codex":0.0003731402,"about_ca_topic_score_gemma":0.00007436081,"teacher_disagreement_score":0.032060757,"about_ca_system_score_codex":0.000109859284,"about_ca_system_score_gemma":0.0000508583,"threshold_uncertainty_score":0.5516146},"labels":[],"label_agreement":null},{"id":"W4200266741","doi":"10.1093/geroni/igab046.120","title":"Frailty in Preclinical Models: Impact of Healthspan on Disease Expression Over the Life Course","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Disease; Gerontology; Vulnerability (computing); Medicine; Healthy aging; Adverse effect; Internal medicine","score_opus":0.10835898759537325,"score_gpt":0.4305223564698645,"score_spread":0.3221633688744912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200266741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98865545,0.00026364208,0.00035028573,0.009727043,0.0001374578,0.00029331932,0.000013503932,0.000022306824,0.0005369884],"genre_scores_gemma":[0.9971832,0.000026629712,0.00022252856,0.0022665593,0.00010501235,0.000023960953,0.00005719444,0.000016152664,0.00009876918],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983833,0.00012014809,0.0007161342,0.00024128002,0.000346452,0.00019272958],"domain_scores_gemma":[0.9987897,0.0003097808,0.00018483379,0.0004338555,0.00020426886,0.0000775086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058279163,0.00010950038,0.00023137794,0.00020325268,0.000030294852,0.000011562124,0.000080875885,0.000068461006,0.00011337451],"category_scores_gemma":[0.0016374843,0.00007935565,0.00005402634,0.0011966835,0.000050139206,0.00013455452,0.000049904946,0.00043423686,0.000003730768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009109575,0.0013685338,0.94345593,0.00027698706,0.000047774,0.00009743186,0.0028192175,0.026047781,0.0044477195,0.0032994968,0.006449141,0.010779041],"study_design_scores_gemma":[0.0020858382,0.00007004629,0.96794915,0.0013983819,0.000011563411,0.0000023410687,0.0001830915,0.025473107,0.0006050942,0.0020516017,0.00008915586,0.00008063164],"about_ca_topic_score_codex":0.0001615552,"about_ca_topic_score_gemma":0.000029124501,"teacher_disagreement_score":0.02449323,"about_ca_system_score_codex":0.00012438363,"about_ca_system_score_gemma":0.0007058769,"threshold_uncertainty_score":0.32360294},"labels":[],"label_agreement":null},{"id":"W4200282023","doi":"10.1016/j.archger.2021.104609","title":"Effectiveness of an assess and restore program in treating older adults with physiological and functional decline: The HEART program","year":2021,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Humber River Regional Hospital","funders":"","keywords":"Propensity score matching; Medicine; Emergency department; Emergency medicine; Hospital readmission; Physical therapy; Heart disease; Health care; Gerontology; Internal medicine; Nursing","score_opus":0.024056823414892323,"score_gpt":0.31363688614689333,"score_spread":0.289580062732001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200282023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99714357,0.0015846088,0.00009625505,0.000336322,0.0000279195,0.0006735537,0.0000050278836,0.000019911618,0.00011283823],"genre_scores_gemma":[0.98538303,0.00015833043,0.014255115,0.000026877951,0.000030955158,0.000088479006,0.000038748487,0.0000072943935,0.000011182309],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989436,0.00030338785,0.00019675847,0.00030083567,0.000092793,0.00016262477],"domain_scores_gemma":[0.99867815,0.0009668004,0.00007845492,0.00015527825,0.000056522134,0.00006478408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017932084,0.00011983287,0.00036770964,0.000053059674,0.00005410342,0.0000073516667,0.00003326793,0.000085708954,0.0000028405295],"category_scores_gemma":[0.0001975203,0.00007475829,0.000026749,0.00012324646,0.00056183967,0.00005124663,0.00007414002,0.0001800556,3.908296e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003714169,0.0012415566,0.700359,0.0013216543,0.00008523284,0.00005768829,0.0014828367,0.00000901085,0.002449137,0.0003476831,0.000007926796,0.28892413],"study_design_scores_gemma":[0.0033401225,0.0026486535,0.99146193,0.00027321823,0.00006166252,0.0002506386,0.0005293295,0.0004657315,0.00044704502,0.00041546594,0.000031599575,0.000074604024],"about_ca_topic_score_codex":0.00006706239,"about_ca_topic_score_gemma":0.00023904472,"teacher_disagreement_score":0.29110295,"about_ca_system_score_codex":0.0000040109,"about_ca_system_score_gemma":0.00006288341,"threshold_uncertainty_score":0.30485544},"labels":[],"label_agreement":null},{"id":"W4200329894","doi":"10.1093/eurheartj/suab147.004","title":"315 Cardiac surgery in the elderly: the underestimate role of frailty in the decision making","year":2021,"lang":"en","type":"article","venue":"European Heart Journal Supplements","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tinetti test; Montreal Cognitive Assessment; Delirium; Geriatric Depression Scale; EuroSCORE; Physical therapy; Cardiac surgery; Mini–Mental State Examination; Population; Gerontology; Surgery; Cognition; Cognitive impairment; Intensive care medicine; Psychiatry; Environmental health","score_opus":0.0681341135460334,"score_gpt":0.35422663909470564,"score_spread":0.28609252554867226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200329894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810849,0.0018084376,0.00008446013,0.012699248,0.00040111959,0.00042541043,0.000034579673,0.000008623866,0.0034532484],"genre_scores_gemma":[0.9967731,0.00027763637,0.00063131267,0.0019205735,0.00028011485,0.0000050692315,0.000021950955,0.00003083931,0.00005939575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955263,0.0021630356,0.0007654433,0.00020400924,0.00092492707,0.00041625477],"domain_scores_gemma":[0.99736065,0.0017076584,0.00016295377,0.0006024651,0.000107714055,0.000058578284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051285145,0.00016864832,0.00034406726,0.00012867438,0.00020310328,0.000124494,0.00039031496,0.000029686638,0.00043438465],"category_scores_gemma":[0.00087521056,0.000085676176,0.00024092349,0.0005154233,0.00006532646,0.00011231148,0.00013874579,0.00082418264,0.000056574376],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018449812,0.0004356349,0.7368896,0.00004967458,0.000121017205,0.0020615242,0.007917854,0.00012296962,0.0015538231,0.00007245984,0.17296064,0.07763031],"study_design_scores_gemma":[0.00083956175,0.00015273168,0.8502103,0.00085658213,0.000057800844,0.001204397,0.006117763,0.000060821552,0.0003793611,0.000722853,0.13928045,0.00011734265],"about_ca_topic_score_codex":0.00005020592,"about_ca_topic_score_gemma":0.00014233938,"teacher_disagreement_score":0.11332074,"about_ca_system_score_codex":0.00006837003,"about_ca_system_score_gemma":0.00014413816,"threshold_uncertainty_score":0.47562072},"labels":[],"label_agreement":null},{"id":"W4200348627","doi":"10.2106/jbjs.rvw.21.00065","title":"Is Frailty Associated with Adverse Outcomes After Orthopaedic Surgery?","year":2021,"lang":"en","type":"review","venue":"JBJS Reviews","topic":"Frailty in Older Adults","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; MEDLINE; Frailty Index; Systematic review; Adverse effect; Arthroplasty; Physical therapy; Evidence-based medicine; Orthopedic surgery; Surgery; Gerontology; Alternative medicine; Internal medicine; Pathology","score_opus":0.11363070383072119,"score_gpt":0.37753096397231306,"score_spread":0.26390026014159185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200348627","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013776188,0.9932678,0.0000092225,0.0004994531,0.0006394613,0.0035937745,0.00022205112,0.000156836,0.001597634],"genre_scores_gemma":[0.000001936227,0.9600016,0.00033384006,0.0031836345,0.0003118945,0.0013104847,0.0014130994,0.00023945712,0.033204038],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99364716,0.00089809403,0.0024741786,0.0012114049,0.00096411165,0.00080508186],"domain_scores_gemma":[0.9946253,0.0010181243,0.0014929465,0.002064827,0.00030818058,0.0004906262],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0013495915,0.0013215186,0.010919039,0.00036266504,0.00007533397,0.000041973497,0.0002987312,0.00079696096,0.005311948],"category_scores_gemma":[0.0039501195,0.0007965588,0.005142539,0.0014475079,0.00014872813,0.00013864625,0.00016956171,0.0013400882,0.0023725072],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071270697,0.00018413128,0.005222387,0.036438648,0.0010574914,0.00097145187,0.00005929602,6.1748997e-9,7.4492457e-9,0.0000013903697,0.11418944,0.84186864],"study_design_scores_gemma":[0.00041945186,0.000048219415,0.0011089485,0.18795496,0.0056182756,0.00022149418,0.0000053032313,2.297375e-7,7.6146094e-8,7.7328264e-7,0.80397576,0.00064648385],"about_ca_topic_score_codex":0.000022630842,"about_ca_topic_score_gemma":0.00010694242,"teacher_disagreement_score":0.84122217,"about_ca_system_score_codex":0.00050320354,"about_ca_system_score_gemma":0.0012568231,"threshold_uncertainty_score":0.9999536},"labels":[],"label_agreement":null},{"id":"W4200369356","doi":"10.21203/rs.3.rs-754201/v1","title":"The Measurements of Frailty and Their Possible Application to Spinal Conditions. A Systematic Review","year":2021,"lang":"en","type":"review","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Systematic error; Systematic review; Medicine; Physical medicine and rehabilitation; Psychology; Computer science; MEDLINE; Political science; Mathematics; Statistics","score_opus":0.22326279983495165,"score_gpt":0.49820844666727376,"score_spread":0.27494564683232214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200369356","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000001599683,0.98621464,0.00005245074,0.0008837622,0.0000319516,0.012128084,0.00009932741,0.000021492995,0.00056666846],"genre_scores_gemma":[0.00007051191,0.9945971,0.000060178754,0.0000740907,0.000069804555,0.0040037157,0.00022071176,0.000045742294,0.00085817784],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99538255,0.0013247385,0.001009659,0.00047824666,0.0013775636,0.00042725864],"domain_scores_gemma":[0.99551374,0.00087993516,0.00029012279,0.0014676887,0.0015684143,0.00028008304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039925366,0.0002964201,0.00233842,0.00025053203,0.00025156804,0.00006377466,0.0003920672,0.00016506511,0.000040785315],"category_scores_gemma":[0.0047467803,0.00016108442,0.00036135217,0.001340181,0.0001776605,0.00004052833,0.00024045611,0.00067488704,0.00012471112],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000046908544,0.000058280868,0.000003562577,0.87927854,0.00024661943,0.0000049086525,0.00003548561,1.6485442e-8,0.0000044273006,0.00009602589,0.0033503678,0.11691707],"study_design_scores_gemma":[0.00012930974,0.00024361693,0.000014511692,0.8096624,0.00056755904,0.00011314997,0.000105094994,0.0000015813033,0.000010759878,0.000021846134,0.18902172,0.000108470485],"about_ca_topic_score_codex":0.00003253101,"about_ca_topic_score_gemma":0.000022942677,"teacher_disagreement_score":0.18567136,"about_ca_system_score_codex":0.0003103447,"about_ca_system_score_gemma":0.0008648213,"threshold_uncertainty_score":0.6568832},"labels":[],"label_agreement":null},{"id":"W4200383819","doi":"10.1097/spc.0000000000000585","title":"Geriatric assessment-informed treatment decision making and downstream outcomes: what are the research priorities?","year":2021,"lang":"en","type":"article","venue":"Current Opinion in Supportive and Palliative Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Cancer Agency; Ottawa Hospital; University of Ottawa","funders":"","keywords":"CLARITY; Downstream (manufacturing); Function (biology); MEDLINE; Palliative care","score_opus":0.18175636152141839,"score_gpt":0.49507486748290974,"score_spread":0.31331850596149136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200383819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9356009,0.056042884,0.0002254862,0.0026081011,0.0028711788,0.0018364047,0.00020729985,0.00003542314,0.0005723651],"genre_scores_gemma":[0.93787915,0.060701825,0.00040618607,0.000100861784,0.00022865893,0.00021618622,0.00030418517,0.00002095924,0.00014200488],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978054,0.00021384553,0.0004545756,0.0005175713,0.00058501365,0.00042355788],"domain_scores_gemma":[0.9971549,0.0014479602,0.00016064676,0.0003413658,0.00074825133,0.00014688207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025340042,0.00026654807,0.00046168058,0.00022307315,0.0002374788,0.00020583945,0.000082127015,0.00010549986,0.00009159887],"category_scores_gemma":[0.0005739542,0.00017347778,0.00009836662,0.000493181,0.00021244572,0.00031463942,0.00018136,0.00045084077,0.0000073430956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007392836,0.00009002561,0.8147197,0.00052567496,0.00005273431,0.000027402932,0.008668285,9.399242e-7,0.000003386935,0.00013914186,0.00054208573,0.17515673],"study_design_scores_gemma":[0.0026914254,0.0003781226,0.87237203,0.003980667,0.00003585413,0.000011833172,0.09782315,0.00003827571,0.000050222265,0.0002446336,0.022204312,0.0001694862],"about_ca_topic_score_codex":0.000013794777,"about_ca_topic_score_gemma":0.00008992745,"teacher_disagreement_score":0.17498724,"about_ca_system_score_codex":0.00060164696,"about_ca_system_score_gemma":0.0006416253,"threshold_uncertainty_score":0.70742184},"labels":[],"label_agreement":null},{"id":"W4200391773","doi":"10.1590/1980-220x-reeusp-2021-0192","title":"Frailty and sociodemographic and health factors, and social support network in the brazilian elderly: A longitudinal study","year":2021,"lang":"en","type":"article","venue":"Revista da Escola de Enfermagem da USP","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Gerontology; Social support; Longitudinal study; Social network (sociolinguistics); Psychology; Medicine; Demography; Sociology; Computer science; Social psychology; World Wide Web","score_opus":0.09502391267767442,"score_gpt":0.3732926772213005,"score_spread":0.2782687645436261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200391773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98697597,0.0037025583,0.00006610007,0.007758551,0.000058481022,0.0011754534,0.00004039508,0.0000510015,0.00017149413],"genre_scores_gemma":[0.99683315,0.0006399423,0.00030079883,0.0016240369,0.00025593294,0.000039824903,0.000117322525,0.000038477316,0.00015051206],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99725175,0.0005434164,0.00051392074,0.000641022,0.0004068197,0.0006430785],"domain_scores_gemma":[0.9988847,0.00023760358,0.00014494995,0.00041677742,0.000071563576,0.0002444429],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001381362,0.00034651152,0.0007598357,0.00010167184,0.00042794843,0.00043230996,0.00014072438,0.00015155492,0.00007092243],"category_scores_gemma":[0.000113826136,0.00027505742,0.000087872235,0.0004886511,0.00027847238,0.00016850546,0.00019484966,0.000753949,0.0000021029616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037459984,0.00026922423,0.97763526,0.00050754775,0.00010520116,0.00045877125,0.007957767,2.8624575e-7,0.000022486243,0.00061034976,0.005814706,0.0065809567],"study_design_scores_gemma":[0.0022260644,0.00058383297,0.9820593,0.00019936742,0.00015829154,0.00033901783,0.0040086703,0.000028950197,0.000002241843,0.00014151238,0.010017178,0.00023559938],"about_ca_topic_score_codex":0.00031943386,"about_ca_topic_score_gemma":0.0012033107,"teacher_disagreement_score":0.009857187,"about_ca_system_score_codex":0.00010063603,"about_ca_system_score_gemma":0.00036513378,"threshold_uncertainty_score":0.99997014},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4200402902","doi":"10.3390/medicina57121344","title":"Frailty and Different Exercise Interventions to Improve Gait Speed in Older Adults after Acute Coronary Syndrome","year":2021,"lang":"en","type":"article","venue":"Medicina","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Physical therapy; Balance (ability); Rehabilitation; Randomized controlled trial; Regimen; Population; Psychological intervention; Acute coronary syndrome; Intervention (counseling); Gait; Myocardial infarction; Internal medicine","score_opus":0.014413251684057967,"score_gpt":0.2853627919820316,"score_spread":0.27094954029797363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200402902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887844,0.0021082037,0.00013055159,0.0067789597,0.00064050057,0.001100795,0.000053830227,0.00006527996,0.00033748403],"genre_scores_gemma":[0.98983616,0.00024567495,0.00031355815,0.0013233586,0.000074749536,0.00010366885,0.00009217822,0.00004308981,0.007967594],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99797237,0.000048564536,0.0005097229,0.00061030744,0.00042131913,0.0004377334],"domain_scores_gemma":[0.9987319,0.00007020369,0.00005801224,0.0005647618,0.000117540156,0.00045758908],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012729697,0.00028546335,0.0006447316,0.00022009076,0.00003480527,0.000019163595,0.000107708554,0.00014410022,0.0014676865],"category_scores_gemma":[0.00018169747,0.00023994218,0.00014742346,0.00029516444,0.00010073011,0.000090596055,0.00023658025,0.00039713678,0.00010710068],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005132906,0.0057756077,0.62375534,0.009017844,0.0007413212,0.067875236,0.02794138,0.00000213666,0.01033888,0.000057847155,0.021966856,0.22739466],"study_design_scores_gemma":[0.006149871,0.00071657164,0.9789811,0.0099793,0.00031366863,0.0011816794,0.0010061965,0.00007615568,0.001102133,0.000059004193,0.00019570011,0.0002386358],"about_ca_topic_score_codex":0.000100776844,"about_ca_topic_score_gemma":0.0003135962,"teacher_disagreement_score":0.35522577,"about_ca_system_score_codex":0.0001436176,"about_ca_system_score_gemma":0.00006152187,"threshold_uncertainty_score":0.9994451},"labels":[],"label_agreement":null},{"id":"W4200413972","doi":"10.1002/agm2.12187","title":"10‐year frailty trajectory is associated with Alzheimer’s dementia after considering neuropathological burden","year":2021,"lang":"en","type":"article","venue":"Aging Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Institute of Aging; National Institute on Aging","keywords":"Dementia; Neuropathology; Gerontology; Medicine; Alzheimer's disease; Cognitive decline; Frailty Index; Disease; Internal medicine","score_opus":0.05166048101186955,"score_gpt":0.28676226755920237,"score_spread":0.23510178654733282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200413972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94110376,0.010547044,0.00025525052,0.03070259,0.00042920018,0.00045671835,0.000017227218,0.0004578435,0.016030394],"genre_scores_gemma":[0.98780674,0.00006490324,0.0010254284,0.006584379,0.0005125168,0.000027815278,0.000074255935,0.00006094,0.0038429995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977262,0.00014606402,0.0003997307,0.000594381,0.0006458885,0.0004877146],"domain_scores_gemma":[0.9985015,0.00027290324,0.000113664624,0.00053904555,0.0002983246,0.00027456897],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003266622,0.00029895155,0.0005954825,0.0001055832,0.00008455605,0.000018271825,0.00010557987,0.000133456,0.012212884],"category_scores_gemma":[0.001044009,0.00022374232,0.000081071885,0.00036050577,0.0003277697,0.0000782023,0.00009029855,0.00050257024,0.00019580514],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022318983,0.0013940692,0.45396644,0.00066322956,0.013983231,0.12814355,0.023678722,0.00008974383,0.08004462,0.000105762745,0.2417816,0.053917143],"study_design_scores_gemma":[0.02744947,0.004351237,0.7889537,0.007569962,0.0112537,0.005382267,0.003033624,0.0007759481,0.021265682,0.0001902896,0.12808965,0.0016844508],"about_ca_topic_score_codex":0.00004468129,"about_ca_topic_score_gemma":0.00003664923,"teacher_disagreement_score":0.33498728,"about_ca_system_score_codex":0.000047178673,"about_ca_system_score_gemma":0.00014642102,"threshold_uncertainty_score":0.9886901},"labels":[],"label_agreement":null},{"id":"W4200416393","doi":"10.1016/j.jgo.2021.12.002","title":"The role of grip strength and short physical performance battery test in predicting chemotherapy-related outcomes in older adults with cancer","year":2021,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"Princess Margaret Cancer Foundation","keywords":"Medicine; Grip strength; Confidence interval; Logistic regression; Odds ratio; Chemotherapy; Tolerability; Physical therapy; Activities of daily living; Internal medicine; Adverse effect","score_opus":0.004616600608188587,"score_gpt":0.26677978118456874,"score_spread":0.26216318057638016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200416393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99509615,0.0015778766,9.679527e-7,0.0025839566,0.00021024606,0.00018096031,0.0000031395602,0.000004284323,0.00034242295],"genre_scores_gemma":[0.99757355,0.0017698996,0.00019567978,0.00009790544,0.00023045878,0.000008467906,0.0000011178056,0.000015302518,0.000107627486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987239,0.00007250854,0.0006039996,0.00014145058,0.00023522324,0.00022288063],"domain_scores_gemma":[0.9985785,0.0007108402,0.0003105431,0.00012599157,0.00020315956,0.000070955364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029853854,0.00012595068,0.00058475457,0.00014144089,0.000028328574,0.000007437599,0.00008816264,0.00010602461,0.000028060867],"category_scores_gemma":[0.00023310648,0.000076389006,0.000055439563,0.00037216584,0.000095277835,0.00010800026,0.000031011117,0.00055014563,3.60366e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051116006,0.0006966303,0.9098402,0.0000645106,0.00008723632,0.00013070727,0.0024764277,0.000055574623,0.0011313941,0.0000012111525,0.000060504994,0.08494441],"study_design_scores_gemma":[0.0064626723,0.0013937138,0.98541677,0.0004614174,0.00008177043,0.00053556263,0.0015959408,0.0017346928,0.001907341,0.000010256994,0.0003257517,0.00007412771],"about_ca_topic_score_codex":0.000054825767,"about_ca_topic_score_gemma":0.00038025813,"teacher_disagreement_score":0.08487029,"about_ca_system_score_codex":0.00018865174,"about_ca_system_score_gemma":0.0005083822,"threshold_uncertainty_score":0.31150532},"labels":[],"label_agreement":null},{"id":"W4200416460","doi":"10.11124/jbies-20-00413","title":"Out-of-pocket expenses related to aging in place for frail older people: a scoping review","year":2021,"lang":"en","type":"review","venue":"JBI Evidence Synthesis","topic":"Frailty in Older Adults","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brock University; Kellogg's (Canada); McMaster University; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"PsycINFO; CINAHL; Scopus; Gerontology; MEDLINE; Grey literature; Inclusion (mineral); Cochrane Library; Medicine; Population; Health care; Population ageing; Family medicine; Psychology; Meta-analysis; Nursing; Psychological intervention; Political science; Environmental health","score_opus":0.06559370117534204,"score_gpt":0.4175314096814268,"score_spread":0.3519377085060848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200416460","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015510654,0.98544836,0.00011748344,0.0039340286,0.0005592453,0.0096314065,0.00004292651,0.00009809061,0.000152933],"genre_scores_gemma":[0.000017701404,0.9891748,0.0035996132,0.0008070938,0.00014683562,0.0043072747,0.00003786345,0.00018930617,0.0017195405],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9937255,0.00075982464,0.0025911212,0.0013500038,0.00079944363,0.0007741063],"domain_scores_gemma":[0.98357934,0.013146571,0.0009523866,0.0016278881,0.0003839336,0.00030991176],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022353097,0.0008540471,0.0066098925,0.00060283433,0.00007596898,0.000049538543,0.00063793134,0.00054332934,0.0010990478],"category_scores_gemma":[0.04811588,0.0007532419,0.0012248834,0.0015863865,0.00007317262,0.00027060226,0.00029080367,0.00065098004,0.00018440344],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000104312585,0.00006305721,0.000038553397,0.42430434,0.0001374497,0.000077087236,0.00057126174,6.4320307e-7,0.0000030607964,0.0000037783896,0.00862427,0.5661661],"study_design_scores_gemma":[0.00018778798,0.000070782,0.000022347607,0.8373868,0.0024130023,0.000113526796,0.00011115637,0.0000032148344,0.00005540074,0.0000024192684,0.15907672,0.00055686943],"about_ca_topic_score_codex":0.00008862039,"about_ca_topic_score_gemma":0.0002889908,"teacher_disagreement_score":0.5656092,"about_ca_system_score_codex":0.0005157838,"about_ca_system_score_gemma":0.0019281197,"threshold_uncertainty_score":0.9998141},"labels":[],"label_agreement":null},{"id":"W4200422610","doi":"10.21203/rs.3.rs-1086390/v1","title":"Validation of the Hospital Frailty Risk Score among older adults receiving mechanical ventilation","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver General Hospital; Saskatchewan Health Authority; University of Saskatchewan","funders":"","keywords":"Mechanical ventilation; Gerontology; Medicine; Emergency medicine; Internal medicine","score_opus":0.04704017348649282,"score_gpt":0.3616343498281343,"score_spread":0.3145941763416415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200422610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99348336,0.0004318131,0.0004822154,0.0009945515,0.0008968219,0.003158394,0.00011799968,0.00007581821,0.00035902852],"genre_scores_gemma":[0.9971528,0.00035672373,0.00060313503,0.00001031038,0.0004417039,0.0002187875,0.0005844835,0.000078122364,0.00055394834],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.993902,0.0010713271,0.0007114494,0.00093356724,0.002790194,0.0005914205],"domain_scores_gemma":[0.9947319,0.00051173096,0.00044718548,0.0018698495,0.0022102227,0.00022912404],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0020511257,0.00031437518,0.0005816591,0.000300231,0.00024912707,0.0001278515,0.00056560757,0.0007388678,0.0005320728],"category_scores_gemma":[0.007029846,0.00025058995,0.00049888407,0.000780009,0.00029078222,0.00016246471,0.0017776131,0.0035669885,0.000022721775],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046326156,0.0016263222,0.93115145,0.010047118,0.0005541996,0.00012671365,0.011105811,0.0005847811,0.00230694,0.00007374928,0.004228832,0.037730794],"study_design_scores_gemma":[0.0011720145,0.0002584194,0.9246925,0.019974869,0.00011828303,0.0000071065656,0.0015601236,0.0018378635,0.049798794,0.00030488108,0.00004752028,0.00022762144],"about_ca_topic_score_codex":0.0011245839,"about_ca_topic_score_gemma":0.00022059356,"teacher_disagreement_score":0.047491852,"about_ca_system_score_codex":0.00047121002,"about_ca_system_score_gemma":0.0007311555,"threshold_uncertainty_score":0.99999464},"labels":[],"label_agreement":null},{"id":"W4200430679","doi":"10.11606/issn.2176-7262.rmrp.2021.176705","title":"Fragilidade em idosos que vivem na comunidade: prevalência e fatores associados","year":2021,"lang":"pt","type":"article","venue":"Medicina (Ribeirão Preto)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Humanities","score_opus":0.019805380699727083,"score_gpt":0.2894180123163874,"score_spread":0.2696126316166603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200430679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8092486,0.08467265,0.0033807955,0.036359318,0.01744442,0.007112129,0.0012997978,0.0018491911,0.03863304],"genre_scores_gemma":[0.9203845,0.0016477366,0.0005671692,0.0074097477,0.003232496,0.00022342244,0.0007523867,0.0004201426,0.0653624],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9866172,0.0016390848,0.002509452,0.0024730861,0.0039721895,0.0027890075],"domain_scores_gemma":[0.9903561,0.0016639942,0.0010465325,0.0033616794,0.0016174322,0.001954262],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0020578823,0.0018094454,0.003131488,0.0005028315,0.0006981437,0.00030109932,0.0014768718,0.0019187821,0.0107312165],"category_scores_gemma":[0.0076118317,0.0017961249,0.0009361521,0.0018631722,0.00081339624,0.0005433102,0.0009594949,0.004154153,0.0024990547],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013352766,0.0050053014,0.31592163,0.010514637,0.006869424,0.0167293,0.14820357,0.000050973733,0.02197601,0.0030220705,0.35694414,0.11342767],"study_design_scores_gemma":[0.04022152,0.005443451,0.5702589,0.03363116,0.010784376,0.002799692,0.09141044,0.00814276,0.071754366,0.0016930094,0.15690716,0.0069531323],"about_ca_topic_score_codex":0.00070538797,"about_ca_topic_score_gemma":0.0008819014,"teacher_disagreement_score":0.2543373,"about_ca_system_score_codex":0.0017409106,"about_ca_system_score_gemma":0.0027165387,"threshold_uncertainty_score":0.99946505},"labels":[],"label_agreement":null},{"id":"W4200430780","doi":"10.1093/geroni/igab046.3442","title":"Stigma of Dementia During COVID-19: First Insights From a Twitter Study","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Saskatchewan","funders":"","keywords":"Dementia; Stigma (botany); Psychology; Thematic analysis; Misinformation; Medicine; Psychiatry; Gerontology; Qualitative research; Disease; Sociology; Computer security; Computer science","score_opus":0.04085275957738964,"score_gpt":0.32010764754635207,"score_spread":0.2792548879689624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200430780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947559,0.00014244275,0.0010399848,0.0031381077,0.00019015126,0.0002929707,0.0000035289183,0.000044301738,0.000392602],"genre_scores_gemma":[0.9975244,0.000003920196,0.00091616425,0.001174648,0.00009429047,0.0000270607,0.000064279215,0.00001555669,0.00017968602],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986336,0.00004291831,0.00061989354,0.00027340342,0.00029761673,0.00013254593],"domain_scores_gemma":[0.9991256,0.00011432107,0.00015473427,0.0003103819,0.00025057312,0.000044379405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013480992,0.000104019964,0.00021775739,0.00039572586,0.00006999219,0.000018151,0.00006677794,0.000043371783,0.00030093853],"category_scores_gemma":[0.0006965062,0.00010864489,0.000020367808,0.0015323744,0.000028433575,0.00010975167,0.000082204024,0.00017318563,0.00001034464],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003905819,0.00037878056,0.947938,0.00019234297,0.00012828936,0.00033339544,0.017420929,0.00016292352,0.032506347,0.00014382842,0.0004126264,0.00034342852],"study_design_scores_gemma":[0.00492935,0.00004024401,0.9615038,0.00037535545,0.00004868175,0.000017900715,0.0054686046,0.00018336208,0.025779117,0.0005137346,0.0010093772,0.00013046947],"about_ca_topic_score_codex":0.0005176851,"about_ca_topic_score_gemma":0.0004352295,"teacher_disagreement_score":0.013565752,"about_ca_system_score_codex":0.0001403308,"about_ca_system_score_gemma":0.00015771577,"threshold_uncertainty_score":0.443041},"labels":[],"label_agreement":null},{"id":"W4200492482","doi":"10.1093/geroni/igab046.1478","title":"Understanding and Measuring Frailty: Insights From the Canadian NuAge and CLSA Cohorts","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Operationalization; Mediation; Test (biology); Psychology; Gerontology; Scale (ratio); Cohort; Geriatrics; Medicine; Sociology; Epistemology; Biology; Psychiatry","score_opus":0.11604201790423792,"score_gpt":0.2871293794012919,"score_spread":0.171087361497054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200492482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796555,0.0006523051,0.0008029502,0.013781959,0.00017392905,0.0001621054,0.0000050823364,0.000026294694,0.004739842],"genre_scores_gemma":[0.9966415,0.000028364246,0.00039796068,0.0026674778,0.00009622455,0.000005862281,0.000043429074,0.000013356078,0.000105780106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99913836,0.00003848047,0.00025291598,0.0002211316,0.00018959194,0.00015954665],"domain_scores_gemma":[0.99944496,0.00015823853,0.000051701692,0.0001703051,0.00011527515,0.000059501577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022152577,0.00009067975,0.00013915756,0.00021711244,0.00019680243,0.00009933583,0.000033296703,0.000067799636,0.000028241066],"category_scores_gemma":[0.00041900275,0.000079117475,0.0000076192537,0.0007921971,0.00006599585,0.0001268436,0.00003647988,0.000280862,0.000001645427],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011225508,0.00001665423,0.93772465,0.000067366025,0.00007272534,0.0004334392,0.013575245,0.000017164255,0.01177272,0.02869554,0.0009923873,0.0066208877],"study_design_scores_gemma":[0.0015009,0.000012303,0.96834904,0.0009929672,0.00002868207,0.000093253526,0.0051569096,0.0010723396,0.0032016528,0.014504394,0.004887171,0.00020038233],"about_ca_topic_score_codex":0.028918874,"about_ca_topic_score_gemma":0.27233708,"teacher_disagreement_score":0.24341822,"about_ca_system_score_codex":0.0003485293,"about_ca_system_score_gemma":0.00022908823,"threshold_uncertainty_score":0.97754765},"labels":[],"label_agreement":null},{"id":"W4200521785","doi":"10.1093/geroni/igab046.1480","title":"Validation of a Frailty Ladder Using Rasch Analysis: If the Shoe Fits","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Université du Québec à Montréal; Queen's University; McGill University","funders":"","keywords":"Rasch model; Construct (python library); Polytomous Rasch model; Rehabilitation; Psychology; Set (abstract data type); Measure (data warehouse); Test (biology); Physical therapy; Item response theory; Psychometrics; Gerontology; Clinical psychology; Medicine; Computer science; Developmental psychology; Data mining","score_opus":0.061070945064088125,"score_gpt":0.3477314855771561,"score_spread":0.286660540513068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200521785","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981598,0.00007154035,0.013537077,0.0033050305,0.000118186865,0.00014263258,0.000003910246,0.000023939863,0.0011996882],"genre_scores_gemma":[0.99588156,0.000004126522,0.0029059572,0.00065910403,0.00007859301,0.0000055728115,0.00011088326,0.000010748825,0.0003434645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873084,0.00006847349,0.00056382566,0.00018894265,0.00031286283,0.00013503498],"domain_scores_gemma":[0.9987176,0.00010509275,0.0001966939,0.00032545763,0.0006413121,0.000013815319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000525194,0.00008515703,0.00021576049,0.0005232648,0.000046823312,0.000023595288,0.00006556046,0.00005719585,0.00021268528],"category_scores_gemma":[0.0006145257,0.000071981885,0.000051651285,0.006398075,0.00003619191,0.00013282768,0.00004165649,0.00019202448,0.0000039937668],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031633645,0.0001861854,0.70735765,0.00018505432,0.0006968824,0.00004209582,0.0059329187,0.01580763,0.2560753,0.0031175471,0.00061032956,0.009956789],"study_design_scores_gemma":[0.0021918442,0.000027707927,0.58360815,0.0006544213,0.0006492219,0.00005166597,0.00316671,0.044456594,0.3626078,0.0010117124,0.0013172851,0.00025686756],"about_ca_topic_score_codex":0.00009974119,"about_ca_topic_score_gemma":0.000020166664,"teacher_disagreement_score":0.12374949,"about_ca_system_score_codex":0.0000766678,"about_ca_system_score_gemma":0.00013776266,"threshold_uncertainty_score":0.30740628},"labels":[],"label_agreement":null},{"id":"W4200589463","doi":"10.1016/j.chest.2021.07.011","title":"Response","year":2021,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Ottawa; University of Toronto; University of Waterloo","funders":"","keywords":"Medicine; Baseline (sea); Intensive care medicine","score_opus":0.04220012193362471,"score_gpt":0.29507599647547156,"score_spread":0.25287587454184685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200589463","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021450252,0.0015771415,0.0000825227,0.99107337,0.0017843298,0.000104328305,0.00001113956,0.000041284897,0.0031808869],"genre_scores_gemma":[0.00018079433,0.00021808094,0.0023464567,0.8396637,0.017940203,0.000004374872,0.000099601835,0.000091005815,0.13945581],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979917,0.00024392555,0.0003978535,0.00026080472,0.0006751015,0.00043062805],"domain_scores_gemma":[0.99847263,0.00030122336,0.00020697572,0.0005049854,0.0003117276,0.00020243914],"candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005122739,0.0002688095,0.00051466504,0.00021313384,0.00009435669,0.00011887546,0.00020175894,0.0008027386,0.0026345104],"category_scores_gemma":[0.0012349423,0.00022878787,0.0003379283,0.0001468778,0.00008403513,0.000056653957,0.0000543541,0.0062787468,0.00040852604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018171602,0.000024146015,0.00010137165,0.00022087741,0.00014080404,0.05495176,0.00014565207,1.6143763e-7,0.00060764916,1.9403447e-7,0.94232315,0.0013025361],"study_design_scores_gemma":[0.0010414028,0.00013353353,0.0021467265,0.0010854363,0.00016891457,0.043654576,0.000035662804,0.0000018081942,0.0005458586,0.000036268222,0.9509484,0.00020139334],"about_ca_topic_score_codex":0.000001574174,"about_ca_topic_score_gemma":6.511293e-7,"teacher_disagreement_score":0.15140967,"about_ca_system_score_codex":0.00031650648,"about_ca_system_score_gemma":0.0009865062,"threshold_uncertainty_score":0.9982772},"labels":[],"label_agreement":null},{"id":"W4200628557","doi":"","title":"[Relation between grip strength of independent elders and functional decline following an emergency department visit : a pan-Canadian study].","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université Laval; Quebec Network for Research on Aging; Centre de Santé et de Services Sociaux de la Vieille-Capitale; The Quebec Population Health Research Network","funders":"","keywords":"Grip strength; Fear of falling; Emergency department; Falling (accident); Medicine; Prospective cohort study; Multicenter study; Physical therapy; Cohort study; Gerontology; Psychology; Poison control; Injury prevention; Internal medicine; Emergency medicine; Psychiatry; Randomized controlled trial","score_opus":0.03633481625429593,"score_gpt":0.269602158967525,"score_spread":0.23326734271322905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200628557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961191,0.0002964977,0.0001084342,0.0010601337,0.00045503868,0.0009776322,0.000027061826,0.000026580636,0.000929557],"genre_scores_gemma":[0.99852216,0.000021992868,0.00012337725,0.00007200918,0.00019366239,0.00026011345,0.00029504194,0.000018688403,0.000492938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839556,0.00007755175,0.00039371307,0.00033383,0.00047670302,0.00032262073],"domain_scores_gemma":[0.9990496,0.00005184218,0.00007922356,0.0002595975,0.0001229829,0.00043677457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035510422,0.00013810548,0.00026497093,0.00015828594,0.00008019534,0.000015910391,0.00004915453,0.000087374356,0.00014680212],"category_scores_gemma":[0.00025335664,0.00013984097,0.00007910556,0.00023991344,0.000017223878,0.00016289734,0.00005051772,0.00015939606,0.000003779811],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025691725,0.00023695511,0.89330757,0.000021548049,0.0003152889,0.000058039957,0.0002502717,0.000009143028,0.000023464696,0.000013943071,0.00019754405,0.10554055],"study_design_scores_gemma":[0.002117573,0.00014795733,0.99571675,0.000014240174,0.00032677708,0.00000972905,0.00053691363,0.000035402314,0.00025244328,0.000104342835,0.0006208295,0.000117042284],"about_ca_topic_score_codex":0.003935082,"about_ca_topic_score_gemma":0.056415092,"teacher_disagreement_score":0.10542351,"about_ca_system_score_codex":0.00015086246,"about_ca_system_score_gemma":0.00014197681,"threshold_uncertainty_score":0.96080285},"labels":[],"label_agreement":null},{"id":"W4205220432","doi":"10.1210/endo.148.1.9998","title":"2nd CSSAM/ISSAM North American Congress on The Aging Male, Montreal, QC, Canada, February 8–10, 2007","year":2007,"lang":"en","type":"article","venue":"Endocrinology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Internal medicine; Endocrinology; Medicine; Gerontology; Political science","score_opus":0.015253968849858194,"score_gpt":0.26376611244901826,"score_spread":0.24851214359916007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205220432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9327518,0.00038200658,0.00003970239,0.02156167,0.0014970902,0.0005058849,0.00004705478,0.0001219086,0.043092906],"genre_scores_gemma":[0.97381204,0.000097494245,0.00014965629,0.0077414988,0.00051697507,0.00002571342,0.000053802218,0.00004582093,0.017556984],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9975314,0.000078704266,0.00038484574,0.00046595023,0.0004076148,0.0011314489],"domain_scores_gemma":[0.9980231,0.0006577117,0.0001664729,0.00075414317,0.00012674894,0.00027181854],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000119638964,0.0003052262,0.00045862686,0.00015730484,0.00017253014,0.00001287077,0.00032022782,0.000049836694,0.0011465858],"category_scores_gemma":[0.000314022,0.00022938268,0.0000785519,0.00028422943,0.0005050096,0.000037123275,0.00010160001,0.0006323998,0.00019459763],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004759697,0.0002387934,0.3553685,0.00005232315,0.0003341489,0.009539259,0.0002867909,0.00009285878,0.00014827508,0.0011348601,0.58293045,0.049397808],"study_design_scores_gemma":[0.0013437867,0.0004089009,0.86308795,0.00004884938,0.000060236274,0.0011718107,0.00046904775,0.000016011421,0.0016863479,0.000020743495,0.13145316,0.00023315412],"about_ca_topic_score_codex":0.75888145,"about_ca_topic_score_gemma":0.9379371,"teacher_disagreement_score":0.50771946,"about_ca_system_score_codex":0.00039391412,"about_ca_system_score_gemma":0.00048621834,"threshold_uncertainty_score":0.9997665},"labels":[],"label_agreement":null},{"id":"W4205272104","doi":"10.1007/978-3-030-22009-9_360","title":"Physical Activity, Sedentary Behaviors, and Frailty","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sedentary behavior; Physical activity; Gerontology; Psychology; Medicine; Physical medicine and rehabilitation","score_opus":0.03759779004162991,"score_gpt":0.30700228987155065,"score_spread":0.26940449982992076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205272104","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.067892805,0.00039953087,0.000026371734,0.002813643,0.00032776082,0.000720229,0.00010172145,0.0001804527,0.9275375],"genre_scores_gemma":[0.043675296,0.00017651755,0.0003402113,0.00059717736,0.00068954,0.000011456446,0.00023296553,0.0000951517,0.9541817],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99860156,0.000008901501,0.0001443781,0.0005663105,0.00046301133,0.00021582957],"domain_scores_gemma":[0.9989809,0.000076856886,0.00006982054,0.0005444221,0.00008543782,0.00024258801],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000327199,0.0003862209,0.0006693043,0.00008428309,0.00004379126,0.000029133094,0.00007608802,0.00035258257,0.0031939517],"category_scores_gemma":[0.000015610065,0.0003480615,0.0002109878,0.000018853074,0.00015893173,0.000068998736,0.00024367236,0.0007573218,0.00016242513],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038791704,0.0019045828,0.002819562,0.0017648749,0.0017148049,0.007702547,0.0008867756,3.7584118e-7,0.015381238,0.052938655,0.26292366,0.651575],"study_design_scores_gemma":[0.0070005865,0.0017650689,0.028864976,0.0035802647,0.004610113,0.0028725257,0.00012936532,0.00013163484,0.016845098,0.004890586,0.9264971,0.0028126664],"about_ca_topic_score_codex":0.000127872,"about_ca_topic_score_gemma":0.0001239973,"teacher_disagreement_score":0.66357344,"about_ca_system_score_codex":0.00009296667,"about_ca_system_score_gemma":0.00012001907,"threshold_uncertainty_score":0.9998971},"labels":[],"label_agreement":null},{"id":"W4205281729","doi":"10.14283/jpad.2022.5","title":"The SINgapore GERiatric Intervention Study to Reduce Cognitive Decline and Physical Frailty (SINGER): Study Design and Protocol","year":2022,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Medical Research Council; Medical Research Council","keywords":"Dementia; Cognitive decline; Cognition; Randomized controlled trial; Medicine; Psychological intervention; Cognitive training; Physical therapy; Gerontology; Neuropsychology; Montreal Cognitive Assessment; Intervention (counseling); Physical medicine and rehabilitation; Cognitive impairment; Psychiatry; Disease","score_opus":0.05758505336039987,"score_gpt":0.39119759106474883,"score_spread":0.33361253770434895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205281729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9548617,0.00055976363,0.00067908206,0.0010319123,0.000084843545,0.04275839,0.000008193723,0.0000087031185,0.000007412501],"genre_scores_gemma":[0.9968215,0.000005273817,0.00015475822,0.00005102156,0.00012795383,0.0027246587,0.000001385107,0.000019403013,0.000094023446],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99679905,0.0015772976,0.0006277533,0.00016399178,0.0006913362,0.00014054556],"domain_scores_gemma":[0.9982718,0.00033883782,0.0006399997,0.0002222167,0.00031003365,0.00021708423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027442449,0.00014931476,0.00030270318,0.00012638514,0.0003462552,0.000034868517,0.00017142235,0.0000107818505,0.000043829645],"category_scores_gemma":[0.00040894936,0.00009143427,0.00013715794,0.00026628276,0.00010327414,0.00012465002,0.00031088188,0.00031259432,9.510498e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.13973552,0.10060916,0.08785971,0.00041377428,0.011254198,0.0004681584,0.066138074,0.0009932417,0.0037585532,0.000036437137,0.0041244547,0.58460873],"study_design_scores_gemma":[0.016483773,0.028814504,0.9118939,0.00037238642,0.009399737,0.00014826623,0.029851247,0.0005511064,0.0007923121,0.0013362799,0.00014839698,0.00020807565],"about_ca_topic_score_codex":0.000012576878,"about_ca_topic_score_gemma":0.000003979974,"teacher_disagreement_score":0.8240342,"about_ca_system_score_codex":0.000031231986,"about_ca_system_score_gemma":0.0001357485,"threshold_uncertainty_score":0.3728581},"labels":[],"label_agreement":null},{"id":"W4205306251","doi":"10.1016/j.ejso.2022.01.001","title":"The effect of frailty on post-operative outcomes and health care expenditures in patients treated with partial nephrectomy","year":2022,"lang":"en","type":"article","venue":"European Journal of Surgical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Comorbidity; Poisson regression; Renal cell carcinoma; Charlson comorbidity index; Nephrectomy; Internal medicine; Logistic regression; Surgery; Kidney; Population","score_opus":0.017424730128471164,"score_gpt":0.3236100741616906,"score_spread":0.3061853440332194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205306251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991631,0.00042013617,5.478582e-7,0.0048578577,0.00016463912,0.00043416655,0.000014190228,0.0000061343853,0.0024713401],"genre_scores_gemma":[0.9992652,0.000060335828,0.000037322057,0.00045863655,0.00006702445,0.0000073600827,0.000012770882,0.000019698204,0.00007163633],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962168,0.0024984737,0.0005540542,0.00014395417,0.00037357138,0.00021316287],"domain_scores_gemma":[0.9984942,0.00072953827,0.0003995587,0.00012646895,0.00009576555,0.00015444902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009877831,0.00014961029,0.000639147,0.00011640623,0.00014022572,0.000007794819,0.00012759631,0.00002112702,0.00007143499],"category_scores_gemma":[0.00007541433,0.00007406559,0.000088292785,0.000095650474,0.00015255969,0.000035736586,0.00007554645,0.00064532214,0.0000021798792],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024863565,0.0005114409,0.83945215,0.00003611447,0.00023158261,0.0039826552,0.0036837738,0.00015277504,0.000020028305,0.000024321407,0.0019110333,0.12513058],"study_design_scores_gemma":[0.02535042,0.10623343,0.71062505,0.000090302936,0.00004810511,0.0004194885,0.0008531815,0.0000036012684,0.00021010802,3.8826633e-7,0.1560782,0.00008770751],"about_ca_topic_score_codex":0.000027531414,"about_ca_topic_score_gemma":0.000024385345,"teacher_disagreement_score":0.15416718,"about_ca_system_score_codex":0.0002537564,"about_ca_system_score_gemma":0.00013807311,"threshold_uncertainty_score":0.3020307},"labels":[],"label_agreement":null},{"id":"W4205317318","doi":"10.1186/s12933-021-01442-z","title":"Correlation of physical and cognitive impairment in diabetic and hypertensive frail older adults","year":2022,"lang":"en","type":"article","venue":"Cardiovascular Diabetology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institutes of Health; Diabetes Action Research and Education Foundation; American Heart Association; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Foundation for the National Institutes of Health","keywords":"Medicine; Diabetes mellitus; Montreal Cognitive Assessment; Confounding; Internal medicine; Physical therapy; Angiology; Cognition; Gerontology; Cognitive impairment; Disease; Psychiatry","score_opus":0.006599923932633066,"score_gpt":0.22115390190075268,"score_spread":0.21455397796811962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205317318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98764175,0.01090027,0.00008445918,0.00025125607,0.00012440221,0.0008251461,0.000024523337,0.000019346877,0.00012885308],"genre_scores_gemma":[0.99938035,0.00007960614,0.00004206296,0.00018988957,0.000043369735,0.00017152197,0.000052875614,0.000021424812,0.000018918065],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858046,0.0002549191,0.00021644298,0.00040482605,0.00028845252,0.00025488585],"domain_scores_gemma":[0.99922734,0.0002606145,0.000057268164,0.00024653776,0.00011666151,0.00009155507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023935117,0.00015478625,0.0008753296,0.00017110675,0.00005371748,0.0000029757882,0.00004084962,0.00007544121,0.000023940587],"category_scores_gemma":[0.00020653031,0.00015558141,0.00021627182,0.00020329557,0.00024853158,0.00004082133,0.00015679456,0.00030209345,0.0000029131857],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068916,0.0010925435,0.8014054,0.00087583094,0.0037141675,0.00074073195,0.018664666,0.00060077256,0.00058899116,0.0001391742,0.00024316642,0.17124544],"study_design_scores_gemma":[0.009605902,0.0008232205,0.9799574,0.00020895236,0.00096195185,0.00040413442,0.002494114,0.0045716474,0.0004961938,0.00010068091,0.00018333703,0.00019247431],"about_ca_topic_score_codex":0.00006108671,"about_ca_topic_score_gemma":0.000004379541,"teacher_disagreement_score":0.17855203,"about_ca_system_score_codex":0.0000552178,"about_ca_system_score_gemma":0.000045093286,"threshold_uncertainty_score":0.63444257},"labels":[],"label_agreement":null},{"id":"W4205382655","doi":"10.1371/journal.pone.0262322","title":"Beyond the revised cardiac risk index: Validation of the hospital frailty risk score in non-cardiac surgery","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; Population Health Research Institute; Alberta Health Services; University of Alberta","funders":"Government of Alberta; Alberta Health Services","keywords":"Logistic regression; Odds ratio; Perioperative; Cohort; Risk assessment; Retrospective cohort study; Odds; Framingham Risk Score","score_opus":0.027100965153310803,"score_gpt":0.23319283359277218,"score_spread":0.20609186843946137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205382655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932324,0.0006836852,0.0000050062336,0.0023172805,0.0005269097,0.0017596558,0.0005201172,0.000035159654,0.0009197311],"genre_scores_gemma":[0.99816465,0.0005166126,0.00006721143,0.00016073395,0.00027281808,0.0002825418,0.00010020189,0.00004260566,0.00039260916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969698,0.0007401805,0.0005068335,0.00033010583,0.0011566976,0.00029635942],"domain_scores_gemma":[0.9974721,0.00082847703,0.00043273036,0.0010535516,0.00014271462,0.00007042119],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016109744,0.000190327,0.0006831391,0.00012777263,0.0002385917,0.000016258533,0.0002810044,0.00008285881,0.00017166293],"category_scores_gemma":[0.0016462321,0.00013164962,0.00037948776,0.0007869487,0.00014531006,0.000088435045,0.0002847465,0.0009628721,0.00002061508],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008295709,0.0007634717,0.98650306,0.00012587021,0.00046507115,0.0000043003756,0.0015104043,0.00005852001,0.001163895,0.0000064620913,0.0072798203,0.0020361512],"study_design_scores_gemma":[0.0006384491,0.00013429065,0.9798311,0.00029850638,0.0007172729,8.5005087e-7,0.0005178779,0.00021113362,0.016870938,0.00025016675,0.00035604357,0.00017336362],"about_ca_topic_score_codex":0.0006342607,"about_ca_topic_score_gemma":0.000011699934,"teacher_disagreement_score":0.015707044,"about_ca_system_score_codex":0.00018578516,"about_ca_system_score_gemma":0.00017446394,"threshold_uncertainty_score":0.5368516},"labels":[],"label_agreement":null},{"id":"W4205401333","doi":"10.21203/rs.3.rs-1219433/v1","title":"A Visualization Analysis of Hotspots And Frontiers of Cardiovascular Diseases With Frailty Based On CiteSpace","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Frontier; Medicine; Healthy aging; Intervention (counseling); Environmental health; Geography","score_opus":0.04385056372080074,"score_gpt":0.37967995227781204,"score_spread":0.3358293885570113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205401333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9667671,0.014679367,0.01093846,0.0007935406,0.00010720588,0.0034131606,0.0022978268,0.00008912876,0.00091423624],"genre_scores_gemma":[0.99669296,0.0006094819,0.0007184777,0.000021613201,0.000037769958,0.00020968734,0.0013260826,0.00005369317,0.00033025228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99453235,0.00077713316,0.00035285042,0.0007398458,0.00325184,0.00034598447],"domain_scores_gemma":[0.9966155,0.00041139612,0.00017467339,0.001553581,0.0009833693,0.00026144832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00103897,0.00025574033,0.0013216806,0.0027618844,0.000091767804,0.000025351756,0.00023534751,0.00017763111,0.00026658777],"category_scores_gemma":[0.0011277153,0.00021967631,0.0006275111,0.0028903044,0.0003636315,0.000035686677,0.000391856,0.0007529086,5.64785e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030065752,0.0011400216,0.731791,0.008335,0.019420583,0.00020633312,0.0017038181,0.22701909,0.000083015344,0.00007242169,0.003147086,0.0040750345],"study_design_scores_gemma":[0.0027525683,0.0022104117,0.8600417,0.0019358894,0.008291607,0.0000015914673,0.0018240714,0.11960175,0.000433644,0.000043165255,0.0025202762,0.00034333646],"about_ca_topic_score_codex":0.00093731127,"about_ca_topic_score_gemma":0.000046231406,"teacher_disagreement_score":0.12825067,"about_ca_system_score_codex":0.0003645331,"about_ca_system_score_gemma":0.00095375266,"threshold_uncertainty_score":0.895814},"labels":[],"label_agreement":null},{"id":"W4205512065","doi":"10.1503/cmaj.210729","title":"Considerations for assessing frail older adults requesting medical assistance in dying","year":2022,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Sinai Health System; University of Toronto","funders":"","keywords":"Medicine; Gerontology","score_opus":0.020905859205898138,"score_gpt":0.29659670568307267,"score_spread":0.2756908464771745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205512065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52618384,0.00093397236,0.0020280431,0.45902985,0.0037846495,0.0011211416,0.00009450196,0.000112023314,0.0067119696],"genre_scores_gemma":[0.9670975,0.000021703538,0.0026162395,0.027915657,0.0014040669,0.00011449852,0.000040942792,0.00004011713,0.000749277],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99489146,0.00037266948,0.00088959676,0.0002983716,0.0028043066,0.000743564],"domain_scores_gemma":[0.99544203,0.0016692394,0.00034732686,0.00014374903,0.00052426837,0.0018733714],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0047784573,0.00015950136,0.00038102685,0.00038177686,0.00097376516,0.00016017858,0.00018702446,0.00034619993,0.009930905],"category_scores_gemma":[0.032192383,0.000173286,0.0001208952,0.000410135,0.000049238475,0.0002243539,0.000037554513,0.0024830874,0.000013443691],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000086919594,0.00039676877,0.4897514,0.00018454395,0.00026740183,0.009541237,0.0056890156,0.00013490727,0.000040927258,0.0013972706,0.37836346,0.11414616],"study_design_scores_gemma":[0.03598698,0.0004623867,0.36747947,0.0060277884,0.00023174292,0.020447338,0.016401118,0.074873105,0.00004270455,0.0034827378,0.47304752,0.0015170877],"about_ca_topic_score_codex":0.0018651198,"about_ca_topic_score_gemma":0.04779732,"teacher_disagreement_score":0.44091365,"about_ca_system_score_codex":0.004014069,"about_ca_system_score_gemma":0.011657507,"threshold_uncertainty_score":0.9998182},"labels":[],"label_agreement":null},{"id":"W4205625631","doi":"10.1093/geroni/igab059","title":"Trajectories of Frailty With Aging: Coordinated Analysis of Five Longitudinal Studies","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Université de Sherbrooke; University of Victoria; Lakehead University","funders":"National Institute on Aging; Engineering and Physical Sciences Research Council; National Institutes of Health; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Alzheimer’s Research UK; ZonMw; University College London; Government of the United Kingdom; University of Michigan; Age UK; National Institute for Health and Care Research; Ministero della Salute; National Institute on Minority Health and Health Disparities; Alan Turing Institute","keywords":"Cohort; Longitudinal study; Gerontology; Medicine; Demography; Cohort study; Comparability; Frailty Index; Longitudinal data; Healthy aging; Cardiovascular health; Internal medicine; Disease; Mathematics","score_opus":0.05580285225346268,"score_gpt":0.34431463529417466,"score_spread":0.288511783040712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205625631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972055,0.00037989614,0.00061794964,0.0010636423,0.0000903561,0.00018147637,0.000024735933,0.000030716135,0.00040573895],"genre_scores_gemma":[0.998814,0.000009600262,0.0005987108,0.00009075175,0.000016505637,0.00003611422,0.000094328185,0.0000114962695,0.00032852218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856937,0.000047915695,0.00062282284,0.00021130436,0.00040696695,0.00014162333],"domain_scores_gemma":[0.99851,0.00014740329,0.0003770365,0.00022147218,0.0007310515,0.0000130293865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004580395,0.00011120151,0.0005064063,0.0016456894,0.00006261953,0.000003885179,0.00008500013,0.000020918485,0.00011287568],"category_scores_gemma":[0.00027515608,0.00010267099,0.000043974636,0.010025905,0.0001325813,0.00010157178,0.000072318864,0.00022109126,2.2315372e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015455426,0.00015053217,0.9707318,0.0002365885,0.0016742825,0.00003097729,0.010523893,0.009421064,0.004172073,0.001264323,0.00025551327,0.0013843961],"study_design_scores_gemma":[0.0024270567,0.00036397614,0.96254724,0.00029293806,0.00083979184,0.000017065046,0.018422758,0.0025118026,0.011792772,0.00023047689,0.0003622885,0.00019181609],"about_ca_topic_score_codex":0.00028698237,"about_ca_topic_score_gemma":0.00010419273,"teacher_disagreement_score":0.008380217,"about_ca_system_score_codex":0.00017027353,"about_ca_system_score_gemma":0.00008277052,"threshold_uncertainty_score":0.48171154},"labels":[],"label_agreement":null},{"id":"W4205710157","doi":"10.2196/31480","title":"A Comparison of Different Modeling Techniques in Predicting Mortality With the Tilburg Frailty Indicator: Longitudinal Study","year":2022,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Receiver operating characteristic; Support vector machine; Logistic regression; Random forest; Bootstrapping (finance); Machine learning; Statistics; Feature selection; Artificial neural network; Artificial intelligence; Computer science; Mathematics; Econometrics","score_opus":0.07579999405598938,"score_gpt":0.38988434151127893,"score_spread":0.31408434745528957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205710157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948568,0.000031315052,0.0019557932,0.0005438721,0.00004993469,0.0017027659,0.000011927184,0.000112566515,0.0007350504],"genre_scores_gemma":[0.9987056,0.000003884328,0.00038426818,0.00025982142,0.000051658943,0.0005312946,0.000030946583,0.00001727449,0.000015220998],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9958294,0.00011663962,0.0011598433,0.00014535226,0.0024315978,0.0003171634],"domain_scores_gemma":[0.99868125,0.00016547086,0.00036725865,0.0005272693,0.000064289045,0.00019444335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001006913,0.00020550727,0.00061807723,0.00018398315,0.00015627962,0.000014929197,0.00042290366,0.00009535987,0.00022874837],"category_scores_gemma":[0.00013001893,0.0001240857,0.00006778507,0.00039170482,0.00018405635,0.00011272033,0.0004458634,0.0014673789,0.0000017604511],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012586951,0.0017576091,0.9599427,0.00024419435,0.00011277367,0.00002368539,0.033647455,0.00020882732,0.000004259306,0.000025320953,0.0004963757,0.0034109228],"study_design_scores_gemma":[0.0036605732,0.0034155222,0.4098427,0.0005098727,0.00021053704,0.00010334474,0.10198216,0.47939107,0.00023987086,0.000042187556,0.0003086147,0.00029356283],"about_ca_topic_score_codex":0.0001284877,"about_ca_topic_score_gemma":0.00020349427,"teacher_disagreement_score":0.5501,"about_ca_system_score_codex":0.0001780778,"about_ca_system_score_gemma":0.00022773618,"threshold_uncertainty_score":0.63751125},"labels":[],"label_agreement":null},{"id":"W4205723363","doi":"10.3389/fneur.2021.786277","title":"Serum Inflammatory Factors and Oxidative Stress Factors Are Associated With Increased Risk of Frailty and Cognitive Frailty in Patients With Cerebral Small Vessel Disease","year":2022,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Hamd; Internal medicine; Univariate analysis; Oxidative stress; Malondialdehyde; Cognition; Disease; Gastroenterology; Physical therapy; Dementia; Multivariate analysis; Psychiatry","score_opus":0.009532325043652106,"score_gpt":0.2050580413983741,"score_spread":0.195525716354722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205723363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961302,0.000110901114,0.00002616905,0.00010837845,0.00014490992,0.0010741758,0.0023516112,0.000035346417,0.000018285526],"genre_scores_gemma":[0.999151,0.000011176072,0.000052538573,0.00020830805,0.000008120434,0.00005718845,0.0004474491,0.000048663675,0.000015575306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975709,0.0006948425,0.0003558349,0.00060254,0.00035484217,0.00042104116],"domain_scores_gemma":[0.9985224,0.00042501217,0.000447041,0.00023241402,0.000117686235,0.0002554478],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013797359,0.00035044932,0.00071818073,0.00035486944,0.00010677514,0.000008723801,0.0001227009,0.00013785725,0.000028422346],"category_scores_gemma":[0.00083136244,0.00028622287,0.000035584497,0.00036915985,0.00050814525,0.00012729847,0.00018299186,0.00094054505,1.04143375e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0052362895,0.0005965578,0.9913489,0.00007624768,0.00025608367,0.00014507832,0.0020015284,0.00006541595,0.0000037482548,0.000001385775,0.00008715813,0.00018155662],"study_design_scores_gemma":[0.012003259,0.0022279727,0.9827689,0.00013433749,0.000235638,0.0000015150379,0.0019909272,0.00023854275,0.000086927306,0.000042877895,0.000016221124,0.00025286063],"about_ca_topic_score_codex":0.0004038802,"about_ca_topic_score_gemma":0.0010615172,"teacher_disagreement_score":0.008580029,"about_ca_system_score_codex":0.00008754053,"about_ca_system_score_gemma":0.00014333744,"threshold_uncertainty_score":0.999959},"labels":[],"label_agreement":null},{"id":"W4205831225","doi":"10.1007/s11606-021-07199-1","title":"Frailty and Survival After In-Hospital Cardiopulmonary Resuscitation","year":2022,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Cardiopulmonary resuscitation; Resuscitation; MEDLINE; Scale (ratio); Emergency medical services","score_opus":0.01798814597136513,"score_gpt":0.2941656001103661,"score_spread":0.27617745413900097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205831225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9736335,0.0030490565,0.00010806099,0.017343218,0.0029324817,0.00014470625,0.0000073686247,0.000007733319,0.0027738332],"genre_scores_gemma":[0.99308157,0.0001948907,0.0005961226,0.0008952244,0.0018285088,0.0000105953495,0.000005750809,0.000022606258,0.003364753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787116,0.00014530514,0.00073278946,0.00017523853,0.000869413,0.00020611765],"domain_scores_gemma":[0.99906766,0.0000970472,0.00028800275,0.00014956617,0.00019092532,0.00020677826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007899414,0.00015397211,0.00052024575,0.00040461865,0.00004207562,0.000008087125,0.00014088373,0.000043505708,0.0004242638],"category_scores_gemma":[0.0003128418,0.00011851826,0.00010610999,0.0002104125,0.00012586839,0.0001365354,0.00011975049,0.0007760639,0.0000020947887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068652765,0.0007300512,0.85837346,0.00020676406,0.0005386164,0.018211905,0.00752523,0.00027228938,0.020262009,0.00016263891,0.056601074,0.030250689],"study_design_scores_gemma":[0.0076298737,0.0075505893,0.9410129,0.0007257448,0.00017822208,0.005258498,0.0020419252,0.00053852075,0.00026481887,0.0006434317,0.033949517,0.00020596641],"about_ca_topic_score_codex":0.00035899205,"about_ca_topic_score_gemma":0.000025164916,"teacher_disagreement_score":0.08263943,"about_ca_system_score_codex":0.00024576302,"about_ca_system_score_gemma":0.00007521388,"threshold_uncertainty_score":0.48330346},"labels":[],"label_agreement":null},{"id":"W4205953322","doi":"10.1016/j.bja.2021.11.035","title":"Association between frailty and patient outcomes after cancer surgery: a population-based cohort study","year":2022,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"Ontario Ministry of Health and Long-Term Care; Cancer Care Ontario; Canadian Frailty Network; University of Ottawa","keywords":"Medicine; Confidence interval; Proportional hazards model; Cohort; Cancer registry; Cancer; Cohort study; Frailty Index; Population; Internal medicine; Relative survival; Gerontology; Surgery; Environmental health","score_opus":0.015242183430229143,"score_gpt":0.2685250256721124,"score_spread":0.25328284224188324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205953322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944245,0.000891509,0.0000050360904,0.004015237,0.00015879965,0.00042234708,0.00005550162,0.000015675005,0.000011364322],"genre_scores_gemma":[0.99846494,0.00006558908,0.00010369827,0.0010384137,0.00007714712,0.0000841984,0.000016978327,0.000025042737,0.00012399707],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978322,0.00024132193,0.000605519,0.00016209074,0.000965863,0.00019304121],"domain_scores_gemma":[0.9988147,0.00017990146,0.00053968135,0.000111063455,0.00021027449,0.00014440567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000723336,0.000115578885,0.0005649941,0.00016588355,0.00015030109,0.000050031227,0.00006386901,0.000045117136,0.00035567017],"category_scores_gemma":[0.0002992038,0.0001272218,0.00015780964,0.00018331708,0.00001285815,0.00011196323,0.000027722896,0.000369212,9.63175e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068782196,0.00026123863,0.93535584,0.000010395612,0.00028106445,0.00081011927,0.00016492436,0.000034630524,4.5805703e-7,1.1897714e-7,0.0049311067,0.05808133],"study_design_scores_gemma":[0.0011623191,0.0004367287,0.99512357,0.00012132527,0.00038180812,0.00019691071,0.00018970486,0.000013293996,0.0000027141907,0.000012608767,0.0022377549,0.0001212683],"about_ca_topic_score_codex":0.0032580057,"about_ca_topic_score_gemma":0.00048793489,"teacher_disagreement_score":0.05976773,"about_ca_system_score_codex":0.00055984996,"about_ca_system_score_gemma":0.00017653525,"threshold_uncertainty_score":0.5187955},"labels":[],"label_agreement":null},{"id":"W4206137831","doi":"10.1001/jamaneurol.2020.0749","title":"Correction to Collaborator’s Name","year":2020,"lang":"en","type":"erratum","venue":"JAMA Neurology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Multiple Sclerosis Society; Multiple Sclerosis Society of Canada; St. Michael's Hospital Foundation; National Institutes of Health; Vertex Pharmaceuticals; Biogen; Celgene; National Institute of Neurological Disorders and Stroke; Sanofi","keywords":"Psychology; Psychoanalysis","score_opus":0.01360023221697547,"score_gpt":0.2683030881208248,"score_spread":0.25470285590384933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206137831","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001635407,0.00072639436,0.00007101627,0.33031416,0.437055,0.0015528636,0.00012689912,0.00066795584,0.2278503],"genre_scores_gemma":[0.0053391843,0.00030115852,0.00015281102,0.19210026,0.023570817,0.00015649019,0.0009143535,0.00024350524,0.77722144],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976752,0.0001706185,0.00041276458,0.0008689054,0.0003975643,0.00047496308],"domain_scores_gemma":[0.9981725,0.00019456868,0.0001727295,0.0006491287,0.0003414348,0.0004696331],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00008653893,0.00039981588,0.0008534356,0.00026047567,0.000057473437,0.000041172945,0.00026245436,0.001473033,0.0006726899],"category_scores_gemma":[0.0032661944,0.00041218582,0.00013460878,0.00065074087,0.00007712295,0.000047481666,0.0001819113,0.0042267973,0.0029336987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007207309,0.000055598986,0.00036892958,0.00013603942,0.00006507647,0.0012736685,0.00018813205,0.000004914476,0.00013936583,0.000010839178,0.99167377,0.005362961],"study_design_scores_gemma":[0.0010061658,0.0033789754,0.007718072,0.0001103894,0.00013175071,0.0006329148,0.000010787162,0.00041378496,0.00005490793,0.000013183409,0.98627275,0.00025629989],"about_ca_topic_score_codex":0.00009290805,"about_ca_topic_score_gemma":0.00020017113,"teacher_disagreement_score":0.5493711,"about_ca_system_score_codex":0.00009048021,"about_ca_system_score_gemma":0.00073579815,"threshold_uncertainty_score":0.999833},"labels":[],"label_agreement":null},{"id":"W4206200000","doi":"10.2196/32724","title":"Prediction of Physical Frailty in Orthogeriatric Patients Using Sensor Insole–Based Gait Analysis and Machine Learning Algorithms: Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gait; Machine learning; Stairs; Cross-validation; Stair climbing; Random forest; Test (biology); Physical medicine and rehabilitation; Cross-sectional study; Computer science; Medicine; Physical therapy; Algorithm; Artificial intelligence; Engineering","score_opus":0.03308542034136721,"score_gpt":0.32047826700819587,"score_spread":0.2873928466668287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206200000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975303,0.000010368908,0.0012977772,0.00002406215,0.00010085632,0.0007362053,0.00016372453,0.00005403004,0.00008266518],"genre_scores_gemma":[0.9981419,0.0000022946658,0.0010769222,0.00012194639,0.000079792444,0.000066999986,0.0004585515,0.000016115004,0.000035510777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964056,0.00016068683,0.0010650781,0.00018519694,0.0019284744,0.00025496693],"domain_scores_gemma":[0.99883235,0.00020138838,0.00036006045,0.0002167287,0.00016574925,0.0002237452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067024556,0.00018419509,0.0005282234,0.0007558506,0.00017255127,0.000022445009,0.00011740097,0.00010849139,0.00027632024],"category_scores_gemma":[0.00043568102,0.0001686117,0.00014085794,0.0016593129,0.00013051352,0.0001797962,0.00020980093,0.00094407384,0.0000020895636],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015606044,0.0016744117,0.9856774,0.00016072008,0.00021457915,0.000014216423,0.0038711857,0.005298234,0.000016368565,0.0000011423879,0.000009281998,0.0029064023],"study_design_scores_gemma":[0.0033306752,0.00076848996,0.54354846,0.000016266931,0.00013997429,0.000008460431,0.00077435473,0.4512632,0.000011622057,0.0000014777797,0.000067613524,0.000069431946],"about_ca_topic_score_codex":0.00018334821,"about_ca_topic_score_gemma":0.000020986989,"teacher_disagreement_score":0.44596496,"about_ca_system_score_codex":0.00021395624,"about_ca_system_score_gemma":0.00018632751,"threshold_uncertainty_score":0.68757856},"labels":[],"label_agreement":null},{"id":"W4206339045","doi":"10.14283/jfa.2021.51","title":"Nutrition and Physical Activity Clinical Practice Guidelines for Older Adults Living with Frailty","year":2021,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Institute for Aging; University of Waterloo; Queen's University; McMaster University; Alberta Health Services; Université Laval; University of Alberta; University of New Brunswick; University of Calgary","funders":"Canadian Frailty Network; Government of Canada; McMaster University","keywords":"Psychological intervention; Medicine; Gerontology; Quality of life (healthcare); Sarcopenia; Physical fitness; Physical therapy; Systematic review; MEDLINE; Physical medicine and rehabilitation; Nursing","score_opus":0.09090625062801617,"score_gpt":0.42530747033634564,"score_spread":0.3344012197083295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206339045","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93050224,0.0017423586,0.01173842,0.055099398,0.00028163154,0.0004180193,0.00000769274,0.000026945967,0.00018328404],"genre_scores_gemma":[0.95599806,0.0008442355,0.037439164,0.0028658148,0.0025034081,0.0000088161405,0.0000030191218,0.000042520085,0.0002949609],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99792427,0.00030019082,0.00063148414,0.0002505161,0.0005959263,0.00029761833],"domain_scores_gemma":[0.99180526,0.003758089,0.0006791547,0.00035710772,0.0031869705,0.00021343693],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0018513107,0.00021715672,0.0005914036,0.00006553017,0.00017876385,0.000059612856,0.000148063,0.00009726627,0.000019401989],"category_scores_gemma":[0.010049852,0.0001374233,0.00020731604,0.00020895308,0.00015148443,0.0005820015,0.00008973083,0.0008202921,0.0000027112644],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004966105,0.0052938126,0.008498147,0.0014741997,0.0015234647,0.000551156,0.0117603345,0.00007683163,0.011950644,0.0000831589,0.05041312,0.903409],"study_design_scores_gemma":[0.044660587,0.005871799,0.7122768,0.039416045,0.007066969,0.034407943,0.030052127,0.017434567,0.022310128,0.0007130891,0.084381096,0.0014088063],"about_ca_topic_score_codex":0.00003314838,"about_ca_topic_score_gemma":0.00002021595,"teacher_disagreement_score":0.90200025,"about_ca_system_score_codex":0.000060708284,"about_ca_system_score_gemma":0.00029754097,"threshold_uncertainty_score":0.9982889},"labels":[],"label_agreement":null},{"id":"W4206385633","doi":"10.1002/alz.054835","title":"The association between sleep and cognitive pre‐frailty in community‐dwelling older adults: A two‐year cohort study","year":2021,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pittsburgh Sleep Quality Index; Gerontology; Epworth Sleepiness Scale; Cognition; Medicine; Cohort; Effects of sleep deprivation on cognitive performance; Neuropsychology; Cognitive decline; Dementia; Psychology; Physical therapy; Polysomnography; Psychiatry; Sleep quality; Internal medicine; Disease","score_opus":0.02353991503330651,"score_gpt":0.3020691721085148,"score_spread":0.2785292570752083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206385633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97918,0.016712066,0.000048878515,0.0006626511,0.00015577435,0.0017130794,0.000025129228,0.000056200228,0.0014462649],"genre_scores_gemma":[0.9988095,0.00012662873,0.00023574226,0.00027670412,0.00012669316,0.00014181531,0.0001793415,0.00003721729,0.0000663393],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997478,0.0007203226,0.0005021148,0.000355416,0.0005340121,0.00041014253],"domain_scores_gemma":[0.9976842,0.0012009634,0.00018820305,0.0004533811,0.00035682993,0.0001164497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013429553,0.0002211032,0.00038580666,0.00007075338,0.00038161906,0.00009684295,0.0001478547,0.00010784602,0.00008044353],"category_scores_gemma":[0.0005216849,0.00019399119,0.000066581546,0.00033767344,0.00007050454,0.00014916844,0.00022837492,0.00076145754,0.000041965974],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007588755,0.00045268747,0.94970465,0.000010319131,0.0147134485,0.000025552372,0.00574485,0.0000011853153,0.000014897991,0.000009412278,0.00021458081,0.02903252],"study_design_scores_gemma":[0.005581519,0.000211553,0.9637866,0.0002588644,0.01948586,0.0000059539175,0.008779814,0.00010426875,0.0011505602,0.00004882444,0.00039507647,0.0001911135],"about_ca_topic_score_codex":0.0010785229,"about_ca_topic_score_gemma":0.0031090935,"teacher_disagreement_score":0.028841406,"about_ca_system_score_codex":0.000032755423,"about_ca_system_score_gemma":0.0000697906,"threshold_uncertainty_score":0.79107314},"labels":[],"label_agreement":null},{"id":"W4206447601","doi":"10.1111/scd.12691","title":"Exploring associations between multidimensional frailty and oral health in community‐dwelling older people. A pilot study","year":2022,"lang":"en","type":"article","venue":"Special Care in Dentistry","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Oral health; Checklist; Gerontology; Older people; Quality of life (healthcare); Family medicine; Psychology; Nursing","score_opus":0.17119965471552173,"score_gpt":0.3682084454731526,"score_spread":0.1970087907576309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206447601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99695444,0.00023442529,0.000009079149,0.0006065384,0.00081497093,0.0008820246,0.00026532586,0.00004370316,0.00018951179],"genre_scores_gemma":[0.99818474,0.000019889529,0.00031828665,0.00015770372,0.00058486813,0.00017567124,0.00042437608,0.000031912583,0.00010256922],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99757254,0.0006381163,0.000545704,0.00030261412,0.00056788616,0.00037313398],"domain_scores_gemma":[0.99899065,0.00036163107,0.00013079395,0.00031188046,0.000070331946,0.00013470303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077177834,0.000176607,0.0005160057,0.00028314642,0.0005108247,0.00002837603,0.00015323191,0.000034382134,0.00021307661],"category_scores_gemma":[0.00023431036,0.00022059264,0.000042099888,0.00057658093,0.000036492787,0.00014379786,0.00044333894,0.0014581335,0.000007796654],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008035654,0.00096075307,0.96497124,0.00006857985,0.000033099856,0.00015496374,0.028231274,0.00009741655,0.000016578844,0.00001455578,0.00053907686,0.004832084],"study_design_scores_gemma":[0.0037807247,0.0012682782,0.9484757,0.00011113768,0.000024814806,0.000025604959,0.0456273,0.000015178538,0.000011551151,0.00003059628,0.00046830965,0.00016077218],"about_ca_topic_score_codex":0.011171172,"about_ca_topic_score_gemma":0.09523622,"teacher_disagreement_score":0.08406505,"about_ca_system_score_codex":0.0011985109,"about_ca_system_score_gemma":0.0002175294,"threshold_uncertainty_score":0.99541354},"labels":[],"label_agreement":null},{"id":"W4206539185","doi":"10.1093/ageing/afab258","title":"Development and evaluation of an evidence-based, theory-grounded online Clinical Frailty Scale tutorial","year":2021,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut du Savoir Montfort; Ottawa Hospital; Queen's University; University of Ottawa","funders":"University of Ottawa","keywords":"Likert scale; Medicine; Thematic analysis; Grounded theory; Usability; Multidisciplinary approach; Scale (ratio); Qualitative research; Medical education; Applied psychology; Psychology; Computer science; Human–computer interaction","score_opus":0.16812501025458462,"score_gpt":0.40904174542700306,"score_spread":0.24091673517241843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206539185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99741614,0.0012337441,0.00029132588,0.0003854022,0.00025407388,0.00019352924,0.000002797937,0.000019825313,0.00020313701],"genre_scores_gemma":[0.9834355,0.00008711012,0.015461542,0.00032596957,0.00043628833,0.000006198401,0.000053768614,0.000009874138,0.00018372046],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985565,0.0002773965,0.0003654268,0.00027463055,0.00040459164,0.00012146183],"domain_scores_gemma":[0.99899817,0.00038172104,0.00007832053,0.0002034259,0.00022470731,0.00011366552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016917454,0.00009487951,0.00024556185,0.000034915814,0.00006478145,0.000026483158,0.000036720437,0.00008981564,0.0000654749],"category_scores_gemma":[0.0012351833,0.00008217083,0.000035606874,0.00009159146,0.00009335291,0.00015463628,0.000047032292,0.00014712305,0.0000015273382],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002239561,0.00030870817,0.0038865411,0.00014313756,0.00005906473,0.0010479622,0.0012308153,0.0000073574565,0.008055479,0.00007804012,0.00004841078,0.98491055],"study_design_scores_gemma":[0.008124812,0.00049431267,0.9541579,0.0024722056,0.0005719709,0.00006738024,0.0013537878,0.0054175495,0.020168738,0.0016330152,0.0052592936,0.00027904534],"about_ca_topic_score_codex":0.000031964104,"about_ca_topic_score_gemma":0.0003166594,"teacher_disagreement_score":0.9846315,"about_ca_system_score_codex":0.00003258161,"about_ca_system_score_gemma":0.00033962587,"threshold_uncertainty_score":0.33508292},"labels":[],"label_agreement":null},{"id":"W4206574251","doi":"10.1007/978-3-030-22009-9_361","title":"Cognition and Frailty","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Cognition; Psychology; Gerontology; History; Medicine; Neuroscience","score_opus":0.04348698309211136,"score_gpt":0.27876565586605656,"score_spread":0.2352786727739452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206574251","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007727973,0.0012841215,0.00007763157,0.0017500884,0.00014308612,0.00024830378,0.000029064116,0.00008517108,0.9963052],"genre_scores_gemma":[0.0019695743,0.0006998388,0.0009933468,0.0018072734,0.00028982843,0.0000042386596,0.00043847758,0.000045433426,0.993752],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99922806,0.0000031304555,0.00016678791,0.00028731214,0.00020998297,0.0001047392],"domain_scores_gemma":[0.9994118,0.000047199643,0.000044989414,0.00023863527,0.0001376534,0.00011971033],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000032511492,0.00018553044,0.00031530633,0.00006398462,0.000023028517,0.000015350062,0.000023234352,0.00030785898,0.01080952],"category_scores_gemma":[0.000046000136,0.00016664168,0.00007326926,0.000009436991,0.0000745958,0.0000252945,0.00005044259,0.00030440057,0.00033421832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016432263,0.00012073122,0.00014181473,0.0018504804,0.0012704344,0.0024740228,0.00026587668,8.397396e-8,0.0020963207,0.32560003,0.34781453,0.31820136],"study_design_scores_gemma":[0.0013406405,0.00017328282,0.0003986004,0.0013867016,0.00047969885,0.00063248613,0.000023143726,0.000009058818,0.00077968533,0.00830664,0.986164,0.00030610844],"about_ca_topic_score_codex":0.000007891192,"about_ca_topic_score_gemma":0.00003579302,"teacher_disagreement_score":0.6383494,"about_ca_system_score_codex":0.000026217129,"about_ca_system_score_gemma":0.00006854797,"threshold_uncertainty_score":0.9900947},"labels":[],"label_agreement":null},{"id":"W4206603178","doi":"10.1007/978-3-030-22009-9_765","title":"Geriatric Interventions","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychology; Medicine","score_opus":0.04825258815264637,"score_gpt":0.3067032606596612,"score_spread":0.2584506725070148,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206603178","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000007782735,0.0031133716,0.0003762804,0.0019848442,0.0005433885,0.0002663001,0.000021887488,0.00012916207,0.993557],"genre_scores_gemma":[0.00031152184,0.0004683068,0.0017937594,0.00048791573,0.0004801552,0.0000073805563,0.00030520238,0.00005974952,0.996086],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99903476,0.000004303914,0.00032747045,0.00028473145,0.0002196738,0.00012907445],"domain_scores_gemma":[0.9991343,0.00003356165,0.000080617,0.0004861494,0.0001496729,0.00011567292],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004590452,0.00019610023,0.00039005093,0.00016680594,0.000022288192,0.00001625937,0.00006946358,0.00026355308,0.055721387],"category_scores_gemma":[0.00005339701,0.00017766695,0.0006066839,0.000027002001,0.00003661211,0.000021289196,0.00008970503,0.0003578873,0.0019326482],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023579963,0.00013315106,0.00003829144,0.0018382146,0.00081579713,0.0010972917,0.000048226604,3.0418823e-7,0.00005229339,0.3293219,0.61017174,0.056459237],"study_design_scores_gemma":[0.00063828885,0.00014566185,0.00018158936,0.002010691,0.0005267658,0.00031884768,0.000010571451,0.0000034208808,0.000045911547,0.002236904,0.9936533,0.00022802531],"about_ca_topic_score_codex":0.000011644046,"about_ca_topic_score_gemma":0.00005171269,"teacher_disagreement_score":0.3834816,"about_ca_system_score_codex":0.00008486491,"about_ca_system_score_gemma":0.00011291933,"threshold_uncertainty_score":0.99884444},"labels":[],"label_agreement":null},{"id":"W4206642487","doi":"10.1186/s12877-021-02722-9","title":"Frailty-aware care: giving value to frailty assessment across different healthcare settings","year":2022,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Health care; Population ageing; Confusion; Healthcare system; MEDLINE; Rehabilitation; Population; Risk assessment","score_opus":0.03713927163024399,"score_gpt":0.35285802168831876,"score_spread":0.31571875005807476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206642487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9727323,0.00090917223,0.0066911173,0.0127148945,0.002686571,0.002249925,0.0010082917,0.00049740553,0.00051033555],"genre_scores_gemma":[0.98238695,0.000028300721,0.00890668,0.004398143,0.00079311925,0.0005111987,0.00042085478,0.00013737752,0.0024173518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99520516,0.00030449382,0.00076085865,0.0009911755,0.0016144926,0.0011238039],"domain_scores_gemma":[0.9972375,0.00031774078,0.00026720387,0.0011655388,0.00032270877,0.00068932347],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005424777,0.00048711617,0.00074115803,0.0002297773,0.00093716336,0.0001100751,0.00052510365,0.00017640686,0.00050512847],"category_scores_gemma":[0.00036375603,0.0004922285,0.00030530663,0.0010070886,0.000042035725,0.000095758776,0.001234595,0.0011026252,0.000061654646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075943855,0.0016146947,0.76207477,0.007647751,0.00029843394,0.0005238603,0.05194462,0.00469769,0.003822228,0.0011315704,0.10206828,0.063416675],"study_design_scores_gemma":[0.006370204,0.0027272552,0.6477294,0.00027371367,0.00023432964,0.00026783242,0.030147674,0.0019893695,0.001048962,0.00020827702,0.3074859,0.0015170827],"about_ca_topic_score_codex":0.0006466265,"about_ca_topic_score_gemma":0.00033303467,"teacher_disagreement_score":0.20541762,"about_ca_system_score_codex":0.002071796,"about_ca_system_score_gemma":0.0007163915,"threshold_uncertainty_score":0.99975294},"labels":[],"label_agreement":null},{"id":"W4206683977","doi":"10.1093/geroni/igab046.1723","title":"Hip Accelerometry Activity Patterns Improve Machine Learning Prediction of 1-Year MoCA Score Change","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Quartile; Medicine; Physical therapy; Analysis of variance; Gerontology; Physical medicine and rehabilitation; Demography; Cognition; Cognitive impairment; Internal medicine","score_opus":0.06609770392020337,"score_gpt":0.3047512933431225,"score_spread":0.23865358942291914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206683977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995386,0.00005137012,0.0016889722,0.0016005408,0.00035475384,0.00024991162,0.00003424542,0.0000780165,0.00055620284],"genre_scores_gemma":[0.99831325,0.000031201573,0.00048460762,0.00027435282,0.00022423982,0.000032618373,0.00021731044,0.00002501123,0.0003974198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987974,0.000051079056,0.00040072,0.00026175042,0.00030112182,0.00018790289],"domain_scores_gemma":[0.9991261,0.00005784684,0.0002151987,0.00022483773,0.00034890164,0.000027158007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003488509,0.000116794596,0.00022475015,0.0005499881,0.000037575337,0.000016461596,0.00005368085,0.00009369811,0.00016979137],"category_scores_gemma":[0.0004944831,0.00012750582,0.000031169457,0.0018670021,0.00002354673,0.00027804865,0.00007198973,0.0004963975,0.0000056649355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029691773,0.00009228757,0.76619905,0.00029503985,0.00002174377,0.000020504549,0.0007471537,0.000013670235,0.18805812,0.00007776751,0.000026436319,0.044418536],"study_design_scores_gemma":[0.0015167926,0.000095031464,0.8650937,0.00054732687,0.000015380434,0.00002048893,0.00031602717,0.00381525,0.12826136,0.000047966092,0.00018174411,0.00008895503],"about_ca_topic_score_codex":0.00026049238,"about_ca_topic_score_gemma":0.000027033551,"teacher_disagreement_score":0.09889464,"about_ca_system_score_codex":0.00014344689,"about_ca_system_score_gemma":0.00005914828,"threshold_uncertainty_score":0.51995367},"labels":[],"label_agreement":null},{"id":"W4206824389","doi":"10.1016/j.exger.2022.111700","title":"Preclinical frailty assessments: Phenotype and frailty index identify frailty in different mice and are variably affected by chronic medications","year":2022,"lang":"en","type":"article","venue":"Experimental Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Institute on Aging","keywords":"Polypharmacy; Frailty Index; Medicine; Geriatrics; Gerontology; Odds ratio; Psychological intervention; Internal medicine; Psychiatry","score_opus":0.055071839051098546,"score_gpt":0.39831900661963127,"score_spread":0.34324716756853274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206824389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831668,0.010518129,0.00042002762,0.0027904592,0.0006826115,0.001101991,0.00012630224,0.000120474164,0.0010732133],"genre_scores_gemma":[0.9961404,0.000098327895,0.00036347727,0.00093741703,0.00015645292,0.0006510055,0.00035060773,0.00005114215,0.0012511575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99676436,0.0004882181,0.0006868559,0.0009539807,0.000519427,0.0005871432],"domain_scores_gemma":[0.99846965,0.00035782173,0.00026846313,0.00052585226,0.000040934196,0.00033727],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028600715,0.0004014521,0.000793818,0.00016749975,0.00026851695,0.000033622917,0.00027123283,0.0002935055,0.0023152414],"category_scores_gemma":[0.00016191488,0.0003945901,0.000074654046,0.0002179141,0.00044052806,0.00016435447,0.00063596154,0.0009886415,0.000012567323],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023449517,0.013267012,0.4610902,0.00050199195,0.0015790451,0.00044186905,0.0091136815,0.000019496987,0.4277491,0.0012110551,0.06061662,0.022064958],"study_design_scores_gemma":[0.013030513,0.0025666105,0.96245736,0.00012854545,0.00015885379,0.0003165896,0.0032580483,0.0018858252,0.006198327,0.0002670457,0.009112335,0.0006199236],"about_ca_topic_score_codex":0.0006559118,"about_ca_topic_score_gemma":0.0005719202,"teacher_disagreement_score":0.50136715,"about_ca_system_score_codex":0.0008312958,"about_ca_system_score_gemma":0.00017278455,"threshold_uncertainty_score":0.9998506},"labels":[],"label_agreement":null},{"id":"W4206952014","doi":"10.1111/imj.15698","title":"Frailty and mortality associations in patients with COVID‐19: a systematic review and meta‐analysis","year":2022,"lang":"en","type":"review","venue":"Internal Medicine Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Confidence interval; Intensive care unit; Observational study; Mechanical ventilation; Relative risk; Internal medicine; Risk of mortality; Pediatrics","score_opus":0.1261774570727004,"score_gpt":0.4149167884101197,"score_spread":0.2887393313374193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206952014","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000023498837,0.995011,0.00010298516,0.0017912141,0.00010827077,0.0025018614,0.00016596295,0.000019984265,0.000275232],"genre_scores_gemma":[0.00006005953,0.99591583,0.00007476547,0.0021054575,0.00010269753,0.0002301029,0.00016359246,0.00004843804,0.0012990547],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9943608,0.0010873822,0.002312185,0.0005014554,0.0013979321,0.00034023402],"domain_scores_gemma":[0.9951661,0.0010681921,0.0022334117,0.00052217307,0.00021034226,0.00079973653],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026899306,0.0006030585,0.010127566,0.001033364,0.00013924896,0.000045715235,0.00030325778,0.00015607766,0.0034661624],"category_scores_gemma":[0.0047562364,0.000330136,0.0008789655,0.0011106808,0.00017445344,0.00012429483,0.00014917844,0.001990698,0.0000033017143],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017935341,0.00017315119,0.0068074213,0.76238257,0.22645569,0.00032981482,0.0003087278,4.2547427e-7,2.2042161e-9,0.0000065396584,0.0021032088,0.0014145519],"study_design_scores_gemma":[0.0013832414,0.0004662819,0.0021088826,0.11993991,0.824914,0.0015052331,0.00005124679,0.0000022197337,1.4661522e-9,0.000021157211,0.049351856,0.00025598743],"about_ca_topic_score_codex":0.00035108498,"about_ca_topic_score_gemma":0.00025714713,"teacher_disagreement_score":0.64244264,"about_ca_system_score_codex":0.0007956218,"about_ca_system_score_gemma":0.00042257074,"threshold_uncertainty_score":0.99991506},"labels":[],"label_agreement":null},{"id":"W4206990406","doi":"10.1093/ageing/afac028","title":"The impact of an exercise intervention on frailty levels in hospitalised older adults: secondary analysis of a randomised controlled trial","year":2022,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Research Nova Scotia","keywords":"Medicine; Randomized controlled trial; Physical therapy; Quality of life (healthcare); Intervention (counseling); Depression (economics); Gerontology; Internal medicine","score_opus":0.014252508042726666,"score_gpt":0.3028823242158089,"score_spread":0.28862981617308225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206990406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99690974,0.00044295032,0.000017514243,0.000059542977,0.000073952906,0.0021763477,0.000047432863,0.000011413502,0.00026110065],"genre_scores_gemma":[0.9994118,0.000031374933,0.000016561224,0.00002775794,0.00002528856,0.00021620604,0.00007046533,0.000011701495,0.0001887976],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9984708,0.00026406284,0.00063072116,0.00021106293,0.0002621603,0.00016121138],"domain_scores_gemma":[0.99888253,0.00040898466,0.00030791358,0.00029130362,0.00004974666,0.000059530423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008207015,0.0001332291,0.0008374729,0.00032073917,0.000087927474,0.000015925363,0.00010508931,0.00004228934,0.00035002604],"category_scores_gemma":[0.0003147169,0.000086802924,0.0006001436,0.00047567044,0.00005585453,0.00008790715,0.000049676208,0.00022830047,1.9704245e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.82881445,0.0016373221,0.0010855829,0.00011651085,0.0025245803,0.0011641792,0.009495261,0.00060952344,0.0019270661,0.000008623307,0.00011906166,0.15249783],"study_design_scores_gemma":[0.7060474,0.0020733718,0.28302968,0.00030754204,0.0008379086,0.0000017064455,0.0016305161,0.0057098754,0.00022775793,0.000039338953,0.0000042880797,0.000090603266],"about_ca_topic_score_codex":0.0009585374,"about_ca_topic_score_gemma":0.00015415519,"teacher_disagreement_score":0.2819441,"about_ca_system_score_codex":0.000056889032,"about_ca_system_score_gemma":0.000043967768,"threshold_uncertainty_score":0.38325396},"labels":[],"label_agreement":null},{"id":"W4207000154","doi":"10.1245/s10434-021-11321-2","title":"The Association of Frailty with Outcomes after Cancer Surgery: A Systematic Review and Metaanalysis","year":2022,"lang":"en","type":"review","venue":"Annals of Surgical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":102,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Toronto; University of Ottawa","funders":"","keywords":"Medicine; Odds ratio; Confidence interval; Surgical oncology; Meta-analysis; MEDLINE; CINAHL; Adverse effect; Delirium; Cancer; Internal medicine; Surgery; Intensive care medicine; Psychological intervention; Psychiatry","score_opus":0.12830691447169476,"score_gpt":0.4308663503299962,"score_spread":0.3025594358583015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207000154","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000009835329,0.9850916,2.907822e-7,0.012446353,0.00007762479,0.0016499951,0.00012795527,0.000011210594,0.00058510527],"genre_scores_gemma":[0.000028768834,0.9943673,0.00001188754,0.0007403287,0.00002819339,0.002102329,0.000048155136,0.000031138075,0.0026419086],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.9952208,0.0015837299,0.0018707133,0.0003260487,0.0006920397,0.0003066774],"domain_scores_gemma":[0.9850093,0.01127853,0.0026830507,0.0005418637,0.000367429,0.00011980997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034384443,0.00033882158,0.009435758,0.00017926194,0.0000521674,0.000006784478,0.00018303924,0.0002762,0.00075536454],"category_scores_gemma":[0.0011048708,0.00016179406,0.0012992626,0.00068007957,0.00015733177,0.000037453403,0.0001148093,0.00047262182,0.0000049111472],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006025708,0.00015155322,0.0008495919,0.85051537,0.009286935,0.00013178014,0.000028698974,7.766127e-8,3.1485015e-9,0.000027222222,0.0069231805,0.13202535],"study_design_scores_gemma":[0.0001930593,0.00014176608,0.00007546765,0.11434584,0.030484674,0.000085822205,0.000009872082,2.785338e-7,8.9796245e-8,0.0000044362682,0.8545325,0.00012620498],"about_ca_topic_score_codex":0.00011032353,"about_ca_topic_score_gemma":0.00013843861,"teacher_disagreement_score":0.8476093,"about_ca_system_score_codex":0.00020522748,"about_ca_system_score_gemma":0.0006733515,"threshold_uncertainty_score":0.8270712},"labels":[],"label_agreement":null},{"id":"W4207016396","doi":"10.29173/cjen147","title":"Examining Frailty and Multimorbidity in Nursing Research of Older Emergency Department Patients","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Multimorbidity; Emergency department; Emergency nursing; Gerontology; Medicine; Medical emergency; Nursing; Comorbidity; Psychiatry","score_opus":0.1222503638823902,"score_gpt":0.39788428207861926,"score_spread":0.27563391819622907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207016396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896797,0.0030815895,0.00003573377,0.0009320926,0.003101083,0.00038097106,0.00003642822,0.0000038385165,0.0027485576],"genre_scores_gemma":[0.999002,0.00012738656,0.00048005875,0.000016382166,0.00014944335,0.0000076006954,0.00001778187,0.0000336595,0.00016569984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99705696,0.00032168473,0.0009783251,0.00025258755,0.00075799774,0.00063243514],"domain_scores_gemma":[0.99814713,0.000052313106,0.0003042556,0.00024547774,0.00053396606,0.00071684644],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011221309,0.00016416148,0.0003932123,0.001129888,0.0003435477,0.0000071269114,0.00020779412,0.00006977281,0.0018154499],"category_scores_gemma":[0.0005469663,0.00018033633,0.000092888666,0.0008540935,0.00014832188,0.00016569362,0.000022953436,0.0008708892,0.0000014624652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012169645,0.0005796244,0.86572415,0.00008895638,0.000050140676,0.00019747904,0.015749954,0.00016765385,0.0009724851,0.0000715462,0.02939593,0.0868804],"study_design_scores_gemma":[0.0019819573,0.0011426051,0.98767483,0.0014509865,0.00006911626,0.0001101968,0.004754483,0.00023135792,0.00029839648,0.0010336656,0.0010568791,0.0001955301],"about_ca_topic_score_codex":0.0017866245,"about_ca_topic_score_gemma":0.0022146928,"teacher_disagreement_score":0.12195069,"about_ca_system_score_codex":0.0012599597,"about_ca_system_score_gemma":0.00079270947,"threshold_uncertainty_score":0.99909705},"labels":[],"label_agreement":null},{"id":"W4207031227","doi":"10.21203/rs.3.rs-1086390/v2","title":"External validation of the Hospital Frailty Risk Score among older adults receiving mechanical ventilation","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; Vancouver General Hospital; Saskatchewan Health Authority","funders":"","keywords":"Mechanical ventilation; Medicine; Emergency medicine; Gerontology; Physical therapy; Physical medicine and rehabilitation; Internal medicine","score_opus":0.04854233918781745,"score_gpt":0.3687376739830617,"score_spread":0.3201953347952442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207031227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99278015,0.00037076234,0.00056997605,0.0006924661,0.001110946,0.0037042508,0.00025037993,0.000083224586,0.0004378647],"genre_scores_gemma":[0.99683356,0.00025939447,0.00052339217,0.000010673908,0.00048704832,0.0004277595,0.00034572673,0.00008538318,0.0010270808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99288666,0.0012526219,0.00073314266,0.0009067914,0.0036110403,0.00060974836],"domain_scores_gemma":[0.9959366,0.0005074712,0.00054784794,0.0017284008,0.0010581074,0.00022160528],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026839355,0.00031465408,0.0005164881,0.00038740868,0.00040172704,0.000086257125,0.00081865233,0.00046202436,0.0021026493],"category_scores_gemma":[0.004022333,0.0002564467,0.0004851907,0.00067185814,0.0002743233,0.00014034138,0.0026998536,0.0045893188,0.00002895023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006768756,0.0010926019,0.95726293,0.0042823157,0.0002566607,0.00008146128,0.0057778214,0.00095003546,0.00088838383,0.00010724031,0.0031954255,0.025428262],"study_design_scores_gemma":[0.0013522067,0.0004673085,0.9721051,0.009320226,0.00010114369,0.000008510304,0.0009237151,0.0020371622,0.012252111,0.0010416101,0.00015703922,0.00023390072],"about_ca_topic_score_codex":0.0012290262,"about_ca_topic_score_gemma":0.00009382214,"teacher_disagreement_score":0.02519436,"about_ca_system_score_codex":0.0007242825,"about_ca_system_score_gemma":0.0005550637,"threshold_uncertainty_score":0.9999888},"labels":[],"label_agreement":null},{"id":"W4207031899","doi":"10.1097/sla.0000000000005381","title":"Validation of the Pictorial Fit-Frail Scale in a Thoracic Surgery Clinic","year":2022,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Institute on Aging; U.S. Department of Veterans Affairs","keywords":"Medicine; Interquartile range; Rank correlation; Cohort; Internal medicine; Surgery; Gerontology","score_opus":0.25450856905104097,"score_gpt":0.3933201931035075,"score_spread":0.13881162405246655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207031899","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914224,0.00034079398,0.0000015305422,0.005454403,0.0018965428,0.00023065372,0.00005347039,0.00001925956,0.000580958],"genre_scores_gemma":[0.99816227,0.00015683942,0.000014619246,0.000550089,0.00024207021,0.000036513542,0.000040270013,0.00002107323,0.0007762354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976331,0.000383414,0.0008666253,0.00021096134,0.00065466313,0.0002512318],"domain_scores_gemma":[0.99683094,0.0019923865,0.00042193243,0.0005245848,0.00017222622,0.000057931284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026668678,0.00011695702,0.00058439147,0.00030591775,0.000055254914,0.0000044865014,0.00013755613,0.00006951586,0.0008041588],"category_scores_gemma":[0.0016471487,0.00009867994,0.00044235887,0.0008203789,0.00010609238,0.00009465862,0.00013885567,0.00027939203,0.000010889371],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006043957,0.00052550447,0.8695342,0.00024776525,0.000053866876,0.000013825916,0.00046287695,0.00003881777,0.001748075,0.000003892011,0.11315575,0.013611037],"study_design_scores_gemma":[0.00039672694,0.00010675337,0.87417185,0.0006289647,0.00005674499,0.000029769266,0.00039391223,0.00002662265,0.106831804,0.00049066,0.016640365,0.00022584703],"about_ca_topic_score_codex":0.0001621257,"about_ca_topic_score_gemma":0.00001224599,"teacher_disagreement_score":0.105083734,"about_ca_system_score_codex":0.000027598111,"about_ca_system_score_gemma":0.0003839963,"threshold_uncertainty_score":0.8804975},"labels":[],"label_agreement":null},{"id":"W4207035223","doi":"10.1097/sla.0000000000005387","title":"Long-term Functional Outcomes Among Older Adults Undergoing Video-assisted Versus Open Surgery for Lung Cancer","year":2022,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Research Institute in Oncology and Hematology; CancerCare Manitoba; University of Toronto; University Health Network; Université de Montréal; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Lung cancer; Open surgery; Lung cancer surgery; MEDLINE; Cancer surgery; Cancer","score_opus":0.21222339716369537,"score_gpt":0.38596741289800013,"score_spread":0.17374401573430476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4207035223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855619,0.0014087721,0.000102740116,0.0076909075,0.0034953668,0.0011047412,0.0002450429,0.00008848147,0.00030204796],"genre_scores_gemma":[0.99315804,0.0002920048,0.00005124629,0.0018715296,0.00024683794,0.0009349612,0.00057748007,0.00008194279,0.0027859262],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99706817,0.00012559106,0.0008768855,0.0005644875,0.0007535269,0.0006113523],"domain_scores_gemma":[0.99196255,0.006331027,0.00050861784,0.0005258818,0.00044486893,0.00022702257],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011429165,0.0003038808,0.001033925,0.00043366995,0.000305006,0.000049321254,0.00023722347,0.00010200051,0.0022973581],"category_scores_gemma":[0.0012278582,0.0003037088,0.0007327802,0.00047406417,0.00011053824,0.00042473184,0.00034086127,0.00026277162,0.0000037524796],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027445746,0.0003458502,0.76607704,0.0006926773,0.0006994508,0.00006648652,0.00010931836,0.000059586895,0.00001918369,0.000011323191,0.21864995,0.01052454],"study_design_scores_gemma":[0.0027356963,0.000064321895,0.9941775,0.0010559513,0.00016557511,0.0000190229,0.00019514644,0.00014711672,0.0004355399,0.000009526755,0.00067136047,0.00032320587],"about_ca_topic_score_codex":0.00072726107,"about_ca_topic_score_gemma":0.000501522,"teacher_disagreement_score":0.22810048,"about_ca_system_score_codex":0.0001527116,"about_ca_system_score_gemma":0.00091094756,"threshold_uncertainty_score":0.9999415},"labels":[],"label_agreement":null},{"id":"W4210261973","doi":"10.3390/curroncol29020058","title":"Challenges in Geriatric Oncology—A Surgeon’s Perspective","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Prehabilitation; Geriatric oncology; Cancer; Mindset; Geriatrics; Clinical trial; Cancer surgery; Population; General surgery; Family medicine; Physical therapy; Internal medicine; Psychiatry","score_opus":0.4068255742798367,"score_gpt":0.5029988441146233,"score_spread":0.09617326983478658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210261973","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000037999587,0.92015046,8.8049035e-7,0.001975046,0.006430129,0.0022650438,0.000053592245,0.00012257593,0.0689985],"genre_scores_gemma":[0.000005956064,0.9960509,0.00006969845,0.00005024436,0.0011307356,0.0016091908,0.0003160139,0.000111634545,0.0006556237],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99482214,0.0014504732,0.0012007712,0.0012894088,0.00042300203,0.0008141964],"domain_scores_gemma":[0.9961076,0.0019840528,0.00066840736,0.000814471,0.00014267678,0.00028280055],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011491845,0.00069663563,0.0046701753,0.0013196715,0.00007814124,0.0000078824705,0.00048798425,0.00090686354,0.0027778181],"category_scores_gemma":[0.0012464392,0.0006286792,0.0008284951,0.0008959145,0.00018509472,0.00005372844,0.00048725036,0.0033273455,0.00049480074],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005074429,0.0018342347,0.000027623288,0.011685679,0.00019190341,0.00089120475,0.0011348346,1.5532616e-7,1.7736665e-8,0.0006568277,0.010706578,0.9728202],"study_design_scores_gemma":[0.001720571,0.0016162226,0.00008951861,0.0034173985,0.0012341161,0.0015618292,0.0011901917,0.000002281332,2.4410754e-8,0.00013370908,0.98856485,0.0004692761],"about_ca_topic_score_codex":0.000056445282,"about_ca_topic_score_gemma":0.00040502675,"teacher_disagreement_score":0.9778583,"about_ca_system_score_codex":0.012461369,"about_ca_system_score_gemma":0.0046634194,"threshold_uncertainty_score":0.99961644},"labels":[],"label_agreement":null},{"id":"W4210279341","doi":"10.1371/journal.pone.0262742","title":"Influence of preoperative frailty on quality of life after cardiac surgery: Protocol for a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Observational study; Meta-analysis; MEDLINE; Quality of life (healthcare); Systematic review; Randomized controlled trial; Cardiac surgery; Protocol (science); Intensive care medicine; Adverse effect; Physical therapy; Emergency medicine; Surgery; Internal medicine; Alternative medicine; Pathology","score_opus":0.36307094084660146,"score_gpt":0.42310795807334906,"score_spread":0.06003701722674759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210279341","genre_codex":"review","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000019737616,0.6726814,0.0000013951086,0.00008496872,0.0000019367985,0.325377,0.0017927544,0.000014448743,0.000026382459],"genre_scores_gemma":[0.000012677499,0.4517826,0.00016982455,0.00020767552,0.000010183495,0.5473309,0.00010662074,0.00003453112,0.00034494558],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99273306,0.0021733027,0.0031180794,0.0006254417,0.0011273011,0.0002228077],"domain_scores_gemma":[0.99130064,0.004038812,0.0024530443,0.0014919405,0.0005501842,0.00016540215],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0030076546,0.00055011775,0.025106173,0.0003540176,0.000033703393,0.000009837729,0.00020730388,0.00017076332,0.00057469035],"category_scores_gemma":[0.009718112,0.00034987292,0.0043198275,0.000978029,0.000104310326,0.00006550084,0.000120598444,0.0003609006,0.0000054139714],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000452674,0.00060548645,0.000043159827,0.7576676,0.2413972,0.000001015554,0.00006168378,2.8223116e-7,2.195688e-7,0.0000048584934,0.00011957861,0.000053641386],"study_design_scores_gemma":[0.00014744147,0.00022973867,0.00003917328,0.23248306,0.7631265,6.1373464e-7,0.00000604183,7.1095906e-7,0.0000074296404,0.0000019235974,0.0037229743,0.00023437972],"about_ca_topic_score_codex":0.00005021972,"about_ca_topic_score_gemma":0.0000075147723,"teacher_disagreement_score":0.5251846,"about_ca_system_score_codex":0.00010955888,"about_ca_system_score_gemma":0.0004963128,"threshold_uncertainty_score":0.99989533},"labels":[],"label_agreement":null},{"id":"W4210325975","doi":"10.2196/preprints.28400","title":"Feasibility and Effects of Virtual Reality Motor-Cognitive Training in Community-Dwelling Older People With Cognitive Frailty: Pilot Randomized Controlled Trial (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Cognitive training; Physical medicine and rehabilitation; Randomized controlled trial; Cognitive decline; Physical therapy; Psychology; Effects of sleep deprivation on cognitive performance; Virtual reality; Medicine; Gerontology; Dementia; Computer science; Psychiatry; Human–computer interaction","score_opus":0.04796155858004397,"score_gpt":0.3228262507190468,"score_spread":0.27486469213900283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210325975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93779564,0.0005489185,0.015545947,0.00021627017,0.00046581178,0.042362425,0.00007880488,0.00015815209,0.002828039],"genre_scores_gemma":[0.9937901,0.00031366595,0.00065618986,0.0002978577,0.00016354136,0.0038519143,0.00053466903,0.00009987272,0.00029218942],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9860285,0.008578206,0.002348025,0.0013839693,0.0010120956,0.0006492348],"domain_scores_gemma":[0.9599097,0.036031093,0.0012332915,0.0011156235,0.0013301093,0.00038022877],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00816913,0.0010331589,0.008759475,0.00046346366,0.00017072857,0.00011123336,0.0002838307,0.0006880699,0.00017519742],"category_scores_gemma":[0.025466861,0.0008051969,0.00085798855,0.00036017384,0.0010475343,0.0001582851,0.000904173,0.0042764507,0.0000029323833],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9366134,0.0028995094,0.0030714453,0.0029899771,0.0027993147,0.000111716465,0.0492375,0.000047823807,0.00018392722,0.00003937587,0.000003171792,0.0020028427],"study_design_scores_gemma":[0.931147,0.0034613833,0.017085431,0.016006429,0.0028927256,0.00004018808,0.025164023,0.0016782945,0.0014229878,0.0004369839,1.8054548e-7,0.000664399],"about_ca_topic_score_codex":0.00611457,"about_ca_topic_score_gemma":0.0054882425,"teacher_disagreement_score":0.055994466,"about_ca_system_score_codex":0.0002675565,"about_ca_system_score_gemma":0.0015259546,"threshold_uncertainty_score":0.9994399},"labels":[],"label_agreement":null},{"id":"W4210348753","doi":"10.1186/s13741-022-00240-9","title":"Utility and reliability of the Clinical Frailty Scale in patients scheduled for major vascular surgery: a prospective, observational, multicentre observer-blinded study","year":2022,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Vascular Anaesthesia Society of Great Britain and Ireland","keywords":"Medicine; Observational study; Population; Physical therapy; Perioperative; Prospective cohort study; Vascular surgery; Emergency medicine; Surgery; Internal medicine; Cardiac surgery","score_opus":0.1149893140971122,"score_gpt":0.37311597442980426,"score_spread":0.25812666033269205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210348753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98782635,0.00016739756,0.000027762419,0.004188678,0.00043729477,0.0071793967,0.00009916514,0.000024851637,0.00004910407],"genre_scores_gemma":[0.9977287,0.000013401717,0.0006677124,0.00046222523,0.00009141873,0.000643934,0.000082964194,0.000026273165,0.0002833862],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959063,0.00092657795,0.0012030872,0.0007421222,0.00093062926,0.00029128525],"domain_scores_gemma":[0.99671865,0.0012555156,0.00026875702,0.0007445692,0.0008685612,0.00014394127],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0027656069,0.00026472204,0.0010837929,0.00009772703,0.00030760778,0.000007779207,0.00020448888,0.00007625857,0.00036757547],"category_scores_gemma":[0.010880684,0.000173831,0.00020085699,0.000654928,0.0006312382,0.00011725958,0.000295066,0.00057896395,7.4079e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018119195,0.0039873524,0.9874942,0.00017427067,0.00010238701,0.0000016953126,0.0052791154,0.0000139697095,0.000066306544,0.000013901092,0.00033957048,0.0007153595],"study_design_scores_gemma":[0.021857714,0.001744251,0.9692344,0.00014676269,0.00019054822,0.000001240068,0.004636223,0.0012421246,0.00009910619,0.000042544525,0.00065980334,0.00014524878],"about_ca_topic_score_codex":0.0004126471,"about_ca_topic_score_gemma":0.00080832886,"teacher_disagreement_score":0.020045795,"about_ca_system_score_codex":0.0001977614,"about_ca_system_score_gemma":0.00042680075,"threshold_uncertainty_score":0.99745107},"labels":[],"label_agreement":null},{"id":"W4210407187","doi":"10.3390/ijerph19031616","title":"The Contribution of Frailty to Participation of Older Adults","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Israel National Institute for Health Policy Research","keywords":"Gerontology; Activities of daily living; Healthy aging; Cognition; Cognitive impairment; Medicine; Older people; Psychology; Physical therapy; Psychiatry","score_opus":0.06362476184774145,"score_gpt":0.4128161444706835,"score_spread":0.349191382622942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210407187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9563412,0.0007069337,0.00019174951,0.04214532,0.00017705513,0.00028320283,0.00007241176,0.0000012910956,0.00008082898],"genre_scores_gemma":[0.998736,0.0005948724,0.0000880285,0.00032162902,0.00008368862,0.00001400547,0.00002379807,0.0000053707017,0.00013257991],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972179,0.00025773828,0.0005251525,0.0000875379,0.0016774308,0.00023426025],"domain_scores_gemma":[0.9987056,0.0003494808,0.00027549334,0.00010233532,0.00026409648,0.00030298496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025839286,0.000047829253,0.00014920461,0.00021802064,0.00013992259,0.00001486928,0.0002103,0.000017775179,0.0002794407],"category_scores_gemma":[0.00079594384,0.00003560721,0.000045812543,0.0001243383,0.00016253545,0.00009647756,0.00017195335,0.00032929727,0.0000019981458],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005498681,0.005151891,0.18646705,0.000079585625,0.0005138518,0.00005293547,0.007716333,0.000057572037,0.010654355,0.0036386861,0.010795213,0.76937383],"study_design_scores_gemma":[0.0037081202,0.0055741877,0.9319071,0.00015249425,0.0000052141077,0.00018094052,0.0040892423,0.00019926908,0.0019414928,0.0004091971,0.051778283,0.0000544444],"about_ca_topic_score_codex":0.000096125776,"about_ca_topic_score_gemma":0.000026055019,"teacher_disagreement_score":0.7693194,"about_ca_system_score_codex":0.00045520545,"about_ca_system_score_gemma":0.0003139261,"threshold_uncertainty_score":0.30596796},"labels":[],"label_agreement":null},{"id":"W4210433885","doi":"10.1016/s2666-7568(22)00002-2","title":"Validation of the geriatric vulnerability score in older patients with ovarian cancer: an analysis from the GCIG-ENGOT-GINECO EWOC-1 study","year":2022,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"Hospices Civils de Lyon; Institut National Du Cancer","keywords":"Medicine; Cohort; Population; Internal medicine; Hazard ratio; Cancer registry; Ovarian cancer; Carboplatin; Cohort study; Cancer; Confidence interval; Chemotherapy","score_opus":0.03390331505378585,"score_gpt":0.3163029094787309,"score_spread":0.28239959442494506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210433885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98092115,0.00018223033,0.000027891403,0.015085902,0.0002629999,0.0030032333,0.0004422551,0.00003784642,0.00003650344],"genre_scores_gemma":[0.99743587,0.000026106494,0.00005023904,0.0016747906,0.00027831487,0.00033333333,0.00015540324,0.000022523664,0.000023417846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99532974,0.0023192265,0.0005447435,0.0004990075,0.0009203699,0.00038693956],"domain_scores_gemma":[0.99682933,0.00047328376,0.00041109987,0.0020308131,0.00016362953,0.00009182147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024391187,0.0002129931,0.0007371653,0.00009513898,0.0004937817,0.000022743287,0.00070111774,0.00004815042,0.0003778715],"category_scores_gemma":[0.0002385398,0.00010495708,0.00011176633,0.0021356237,0.00012370491,0.000112651454,0.00024130258,0.0009102526,0.0000015095337],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010010632,0.0014475294,0.9844576,0.000047732774,0.00024373535,0.0000017438912,0.0067392397,0.0031392744,0.0000054100133,0.00000916639,0.00024649117,0.0026609947],"study_design_scores_gemma":[0.0045280727,0.00055904954,0.9921363,0.00002437299,0.0006940753,7.718008e-7,0.0010099603,0.0007449799,0.000022332804,0.00007711499,0.00008940661,0.00011358695],"about_ca_topic_score_codex":0.038692642,"about_ca_topic_score_gemma":0.026930427,"teacher_disagreement_score":0.016514733,"about_ca_system_score_codex":0.00047442457,"about_ca_system_score_gemma":0.00030029166,"threshold_uncertainty_score":0.99082553},"labels":[],"label_agreement":null},{"id":"W4210479239","doi":"10.1016/j.jgo.2022.01.005","title":"Retrospective analysis of VES-13 questionnaires in the Senior Women's Breast Cancer Clinic at Sunnybrook Health Sciences, Toronto, Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Referral; Breast cancer; Geriatric oncology; Retrospective cohort study; Geriatrics; Family medicine; Cancer; Gerontology; Physical therapy; Internal medicine; Psychiatry","score_opus":0.012836099147600746,"score_gpt":0.32333264496046993,"score_spread":0.3104965458128692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210479239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98052585,0.0019199117,0.0000033509018,0.015226833,0.0012245091,0.00024815762,0.00006761701,0.0000034524755,0.00078034145],"genre_scores_gemma":[0.9958516,0.00042270345,0.00014091734,0.0020050437,0.00025734596,0.00002758236,0.0000046387872,0.000008325788,0.0012818895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99686754,0.0005685945,0.0010416651,0.0002214022,0.000910912,0.00038989648],"domain_scores_gemma":[0.9977514,0.00031588398,0.0013190785,0.0002129095,0.00023329005,0.00016741213],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0028671033,0.00013336058,0.0009966969,0.0003816633,0.00022396866,0.000007016774,0.00034629638,0.000056135443,0.0064112754],"category_scores_gemma":[0.00015831762,0.00009608228,0.00018127702,0.0014372192,0.00013611326,0.00009193693,0.00009666609,0.0005873592,4.94216e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0009197084,0.00044583337,0.9400256,0.000028993918,0.0007126634,0.00026020803,0.009976461,0.0011470268,0.000030138028,0.000020509093,0.042783298,0.0036495486],"study_design_scores_gemma":[0.0017782553,0.0031154247,0.978424,0.00002470236,0.00044386307,0.0009234589,0.0041355793,0.00008099101,0.0000014119655,0.000023354924,0.010969853,0.00007909113],"about_ca_topic_score_codex":0.9564598,"about_ca_topic_score_gemma":0.997317,"teacher_disagreement_score":0.04085719,"about_ca_system_score_codex":0.039743584,"about_ca_system_score_gemma":0.017839577,"threshold_uncertainty_score":0.994497},"labels":[],"label_agreement":null},{"id":"W4210499097","doi":"10.1007/s11357-021-00489-w","title":"Strategies for handling missing data that improve Frailty Index estimation and predictive power: lessons from the NHANES dataset","year":2022,"lang":"en","type":"article","venue":"GeroScience","topic":"Frailty in Older Adults","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Missing data; Imputation (statistics); Cart; Statistics; Logistic regression; Predictive power; Multivariate statistics; Regression; Econometrics; National Health and Nutrition Examination Survey; Computer science; Mathematics; Medicine; Engineering; Population","score_opus":0.10965198581828778,"score_gpt":0.36581698140318347,"score_spread":0.2561649955848957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210499097","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36224717,0.0013178299,0.51371664,0.025103562,0.0015763169,0.00225299,0.09344466,0.00015237264,0.0001884616],"genre_scores_gemma":[0.9908418,0.000011634689,0.004191129,0.000756297,0.000056557517,0.000056026318,0.004017581,0.000011088095,0.00005786755],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986051,0.000043560693,0.00014469009,0.0005429254,0.00042688713,0.00023686669],"domain_scores_gemma":[0.99851334,0.00047184003,0.000109675486,0.0008009625,0.00003077961,0.00007341843],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055740605,0.000117020194,0.00014593298,0.000034070155,0.00077361474,0.00020795879,0.0005342577,0.000032220272,0.000034766508],"category_scores_gemma":[0.00043871359,0.00008719125,0.000015636811,0.00015251672,0.00030552878,0.0006729011,0.000635495,0.00021054124,0.0000011249815],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021875664,0.0009433443,0.033462822,0.0004967361,0.00031957717,0.00010181221,0.04620079,0.009120274,0.32193556,0.0018625151,0.23560344,0.34776554],"study_design_scores_gemma":[0.0019820957,0.000634674,0.046785768,0.00016520957,0.00015279725,0.000073231015,0.017959919,0.90240407,0.0030732427,0.0044792974,0.021968493,0.00032121135],"about_ca_topic_score_codex":0.0003349827,"about_ca_topic_score_gemma":0.000056004465,"teacher_disagreement_score":0.8932838,"about_ca_system_score_codex":0.000044816607,"about_ca_system_score_gemma":0.00025852906,"threshold_uncertainty_score":0.59500974},"labels":[],"label_agreement":null},{"id":"W4210519380","doi":"10.1111/hiv.13236","title":"Factors partitioning physical frailty in people aging with HIV: A classification and regression tree approach","year":2022,"lang":"en","type":"article","venue":"HIV Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Maple Leaf Medical Clinic; McMaster University; Hamilton Health Sciences; Montreal Neurological Institute and Hospital; University of British Columbia; McGill University; AIDS Vancouver; Centre for Advancing Health Outcomes; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Human immunodeficiency virus (HIV); Gerontology; Regression; Recursive partitioning; Tree (set theory); Logistic regression; Statistics; Internal medicine; Immunology","score_opus":0.060380643760220044,"score_gpt":0.30243528174314777,"score_spread":0.24205463798292773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210519380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838409,0.00018848841,0.00084168435,0.010151446,0.00006147296,0.0004085063,0.000007883169,0.00008831145,0.004411311],"genre_scores_gemma":[0.99719024,0.0000136543495,0.00037527128,0.0002624845,0.00020316154,0.00012359007,0.00042267822,0.000028741317,0.0013801844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984475,0.00009601652,0.00023660422,0.00040006518,0.000567897,0.0002519401],"domain_scores_gemma":[0.9992629,0.00014155565,0.000111070876,0.00029893772,0.00003689142,0.00014858722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022417978,0.00018717522,0.00040764606,0.00020150955,0.0001748746,0.0000074055056,0.00007777494,0.000035744768,0.0001319864],"category_scores_gemma":[0.00013772954,0.00012391401,0.000026728861,0.0005023421,0.00014507385,0.00009253332,0.00006621151,0.0004808546,0.000003053316],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029469348,0.00053978816,0.9473707,0.0002481131,0.00004018285,0.0000524881,0.029603818,0.00013203945,0.005879648,0.00046989205,0.008811164,0.006557477],"study_design_scores_gemma":[0.005087307,0.00058224914,0.95156425,0.0005279272,0.000099037155,0.00010117306,0.016162487,0.022792203,0.0001996556,0.000071310445,0.002631662,0.00018073579],"about_ca_topic_score_codex":0.0000997927,"about_ca_topic_score_gemma":0.000058960453,"teacher_disagreement_score":0.022660164,"about_ca_system_score_codex":0.00016196781,"about_ca_system_score_gemma":0.00005782973,"threshold_uncertainty_score":0.50530666},"labels":[],"label_agreement":null},{"id":"W4210546406","doi":"10.4235/agmr.21.0095","title":"The Impact of the Otago Exercise Program on Frailty and Empowerment in Older Nursing Home Residents: A Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"Annals of Geriatric Medicine and Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Empowerment; Medicine; Physical therapy; Intervention (counseling); Nursing homes; Nursing; Gerontology; Internal medicine","score_opus":0.08350693783051807,"score_gpt":0.4656044096883373,"score_spread":0.38209747185781917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210546406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94992167,0.012139055,4.6153204e-7,0.025318293,0.00024612262,0.0111248735,0.0000060807624,0.00000952956,0.0012339428],"genre_scores_gemma":[0.989433,0.007925656,0.00000887339,0.00008057468,0.00019454454,0.00095989794,0.000004788484,0.000018004699,0.0013746762],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9946473,0.0017894811,0.0009860406,0.00031005344,0.0017706491,0.0004964296],"domain_scores_gemma":[0.9949417,0.0036740694,0.00031901617,0.00051401247,0.00037550303,0.00017568619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011227319,0.00018678558,0.0015173916,0.00057378307,0.0003335281,0.000019087322,0.0002613622,0.000075877135,0.00014616373],"category_scores_gemma":[0.004356794,0.00007910797,0.00031128054,0.001059822,0.0012492421,0.00003708852,0.00018569989,0.00076504424,4.3001504e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93880236,0.0013162754,0.0006845325,0.00011958429,0.0002505566,0.000022120606,0.0042843134,0.0000067176143,0.00021143959,0.000069676804,0.023833495,0.030398918],"study_design_scores_gemma":[0.95123965,0.007558002,0.035315376,0.0011900751,0.00013881289,0.000021754731,0.002490202,0.0002803345,0.00011576479,0.0013909201,0.00016602052,0.000093102266],"about_ca_topic_score_codex":0.0013239817,"about_ca_topic_score_gemma":0.0000075829266,"teacher_disagreement_score":0.03951134,"about_ca_system_score_codex":0.00006555309,"about_ca_system_score_gemma":0.00039866217,"threshold_uncertainty_score":0.52158046},"labels":[],"label_agreement":null},{"id":"W4210632755","doi":"10.3390/cancers14030789","title":"Economic Evaluation of a Geriatric Oncology Clinic","year":2022,"lang":"en","type":"article","venue":"Cancers","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Geriatric oncology; Psychological intervention; Health care; Clinical trial; Geriatrics; Family medicine; Emergency medicine; Internal medicine; Nursing; Cancer","score_opus":0.06124737295844745,"score_gpt":0.3868914735531789,"score_spread":0.3256441005947314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210632755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9628717,0.00073225703,0.000004440102,0.00092632987,0.0012489123,0.00041620113,0.000022890017,0.000017162256,0.03376011],"genre_scores_gemma":[0.9977521,0.000051366518,0.000104395025,0.00034015087,0.00014054637,0.00014758292,0.00002123336,0.000009111209,0.0014335468],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929893,0.00009459871,0.00019559916,0.00013035868,0.00018706066,0.00009347687],"domain_scores_gemma":[0.9995663,0.000059589664,0.000112284426,0.0001733196,0.000049118968,0.00003936451],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006307251,0.000043093405,0.00016173333,0.00007673213,0.00003047643,8.8978135e-7,0.000059151895,0.000025563586,0.010858491],"category_scores_gemma":[0.00007552215,0.000047552097,0.000051902116,0.000089262736,0.000034708773,0.000018074497,0.00003337478,0.0001096996,0.00007289417],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012567767,0.00012885928,0.017768335,0.00017313157,0.00039726033,0.000023490622,0.0037640557,0.06466184,0.0032893235,0.00015977336,0.37017766,0.5381995],"study_design_scores_gemma":[0.024172794,0.005845367,0.06897404,0.000052159085,0.0015558546,0.00018210406,0.004111222,0.05886502,0.0021386403,0.001033133,0.83266556,0.0004041223],"about_ca_topic_score_codex":0.00029223593,"about_ca_topic_score_gemma":0.000085719315,"teacher_disagreement_score":0.53779536,"about_ca_system_score_codex":0.00678976,"about_ca_system_score_gemma":0.0037305434,"threshold_uncertainty_score":0.997023},"labels":[],"label_agreement":null},{"id":"W4210634018","doi":"10.1186/s12889-022-12597-z","title":"Adaptation of a social vulnerability index for measuring social frailty among East African women","year":2022,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse; National Institute of General Medical Sciences; National Institute of Mental Health; National Heart, Lung, and Blood Institute; University of Washington; National Institute on Aging; National Cancer Institute; National Institutes of Health; Center for AIDS Research, University of Washington; Fred Hutchinson Cancer Research Center","keywords":"Focus group; Qualitative research; Medicine; Gerontology; Social support; Kenya; Vulnerability (computing); Delphi method; Psychology; Social psychology; Sociology; Political science","score_opus":0.1393150838247876,"score_gpt":0.33984813646009404,"score_spread":0.20053305263530644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210634018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9697785,0.000029019284,0.011722722,0.015613902,0.00023044244,0.0015014254,0.00023594851,0.00012946354,0.000758591],"genre_scores_gemma":[0.9969072,5.815927e-7,0.00079926196,0.0004909549,0.00040322472,0.000867466,0.000121115736,0.000036308444,0.0003738992],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9969381,0.0005085935,0.00064455863,0.0003711184,0.00081927446,0.00071832794],"domain_scores_gemma":[0.99862975,0.00014596565,0.00040870206,0.00022448087,0.0002768316,0.0003142941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034152006,0.00015461807,0.00051931676,0.000213433,0.0007853524,0.00002250368,0.00018379926,0.00007982108,0.00030269238],"category_scores_gemma":[0.00090869615,0.00017004386,0.0001499959,0.0005776675,0.00014306784,0.000155855,0.00011691865,0.00040462526,0.0000014247819],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017361904,0.003092135,0.3345809,0.0042032422,0.000286892,0.0000035470466,0.34495503,0.00027185457,0.00014810212,0.0044585373,0.013057757,0.2932058],"study_design_scores_gemma":[0.0048068985,0.0008611675,0.89881974,0.000015265527,0.00001372143,0.0000067309124,0.046103977,0.006190806,0.0000060980597,0.0004108448,0.042549465,0.00021526376],"about_ca_topic_score_codex":0.0010446998,"about_ca_topic_score_gemma":0.00087220565,"teacher_disagreement_score":0.56423885,"about_ca_system_score_codex":0.0022260982,"about_ca_system_score_gemma":0.0031035657,"threshold_uncertainty_score":0.69341874},"labels":[],"label_agreement":null},{"id":"W4210670936","doi":"10.1016/j.jgo.2022.01.004","title":"Models of clinical care delivery for geriatric oncology in Canada and the United States: A survey of geriatric oncology care providers","year":2022,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Geriatric oncology; Geriatrics; Descriptive statistics; Family medicine; Referral; Snowball sampling; Internal medicine; Cancer","score_opus":0.04834690627280764,"score_gpt":0.3542061720726085,"score_spread":0.3058592657998009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210670936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98327816,0.008012339,0.00013996229,0.0028205425,0.002790683,0.0020858708,0.0004468663,0.000009287998,0.00041627974],"genre_scores_gemma":[0.9924611,0.0040045525,0.0019262768,0.0007803865,0.0004008795,0.00011408934,0.00017347683,0.00005756016,0.000081720005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9896127,0.0043353545,0.004190949,0.0004726355,0.0007295516,0.00065881904],"domain_scores_gemma":[0.98177737,0.01084738,0.0040122243,0.00045114465,0.0025750264,0.00033685705],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0055474904,0.0003618505,0.0031653924,0.001308273,0.0001502761,0.0000071999225,0.00063238526,0.00044871942,0.00011626428],"category_scores_gemma":[0.0028529852,0.00028201393,0.00042902754,0.001990562,0.0004324418,0.00013128176,0.00037651282,0.0015267276,4.378583e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.16672248,0.004653906,0.362179,0.0046407753,0.0033883417,0.002842674,0.053846892,0.10612202,0.0002230358,0.0001972805,0.090495475,0.20468812],"study_design_scores_gemma":[0.19427373,0.08825347,0.32534972,0.00020045749,0.005342508,0.0041376813,0.15287924,0.020556763,0.00008215378,0.00081020215,0.20678496,0.0013291294],"about_ca_topic_score_codex":0.62816703,"about_ca_topic_score_gemma":0.64325243,"teacher_disagreement_score":0.203359,"about_ca_system_score_codex":0.0050724605,"about_ca_system_score_gemma":0.03476008,"threshold_uncertainty_score":0.9999632},"labels":[],"label_agreement":null},{"id":"W4210701099","doi":"10.1016/j.cjca.2022.01.024","title":"Hemoglobin, Frailty, and Long-term Cardiovascular Events in Community-Dwelling Older Men Aged ≥ 70 Years","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; National Heart Foundation of Australia","keywords":"Mace; Medicine; Hazard ratio; Internal medicine; Hemoglobin; Anemia; Confidence interval; Proportional hazards model; Cohort; Myocardial infarction; Prospective cohort study; Cohort study; Percutaneous coronary intervention","score_opus":0.023905276510960072,"score_gpt":0.25833391890771445,"score_spread":0.23442864239675437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210701099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99154073,0.0052998457,0.00021311051,0.0006988766,0.0005329369,0.00025908148,0.000023024351,0.000006145076,0.0014262453],"genre_scores_gemma":[0.9988601,0.00015371093,0.000060875973,0.00036524344,0.0003126635,0.000008851892,0.000021879145,0.000029986351,0.00018667527],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99771637,0.001001272,0.00042570266,0.00015426781,0.00027555643,0.00042681102],"domain_scores_gemma":[0.9987044,0.00012103756,0.00011719188,0.0004233717,0.000091836904,0.0005421814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001596188,0.00015148793,0.00079553324,0.00052201416,0.00021008863,0.000009292029,0.00029429875,0.00011339089,0.00007393524],"category_scores_gemma":[0.00018187384,0.00016661867,0.00032613132,0.00022376864,0.00014207356,0.00006734072,0.000081188155,0.001546617,0.000003944573],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007965684,0.000011296866,0.96931076,0.00007373265,0.0011513104,0.0048717125,0.002729078,0.0059654866,0.00012559282,0.000008444832,0.005674101,0.009998843],"study_design_scores_gemma":[0.0033750378,0.00034267,0.97023964,0.00012060553,0.00022454171,0.007483999,0.00096804724,0.00001076747,0.000018343475,0.00010659148,0.016952869,0.00015689348],"about_ca_topic_score_codex":0.0033455049,"about_ca_topic_score_gemma":0.0029311066,"teacher_disagreement_score":0.011278767,"about_ca_system_score_codex":0.0005308486,"about_ca_system_score_gemma":0.00073499203,"threshold_uncertainty_score":0.6794512},"labels":[],"label_agreement":null},{"id":"W4210817636","doi":"10.3390/curroncol29020073","title":"The Development of Geriatric Assessment and Intervention Guidelines for an Online Geriatric Assessment Tool: A Canadian Modified Delphi Panel Study","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Centre for Addiction and Mental Health; University Health Network; University of Toronto","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Delphi method; Intervention (counseling); Delphi; Medical education; Nursing; Computer science","score_opus":0.3700205356702129,"score_gpt":0.5040032675326359,"score_spread":0.133982731862423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210817636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98792386,0.00090357405,0.002703189,0.0027066248,0.0021347043,0.0033303981,0.00014546685,0.00003763052,0.00011453714],"genre_scores_gemma":[0.98386353,0.00009383776,0.0134951295,0.00011250101,0.00027252777,0.0014142861,0.0005463866,0.000031793003,0.00017002749],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99711376,0.00036867193,0.0012127198,0.0004510128,0.00042635284,0.00042750002],"domain_scores_gemma":[0.99808806,0.0002701287,0.00040777554,0.00039083484,0.00061374495,0.00022947413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002132127,0.00022555912,0.0004968124,0.0003540712,0.000536378,0.00002587588,0.00027945513,0.00006600031,0.000053359196],"category_scores_gemma":[0.00024923513,0.00018163458,0.00010522711,0.00033114775,0.00005563875,0.00006535044,0.0002579526,0.00035676922,5.696526e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035885727,0.0062368214,0.03448188,0.00025865706,0.00031705978,0.000013475115,0.0030109952,0.00019948067,0.00018672491,0.00025467348,0.0072087697,0.94747263],"study_design_scores_gemma":[0.013835617,0.010972658,0.69280446,0.000065275904,0.0006433445,0.000082161954,0.021106362,0.025405154,0.000013832769,0.0002746552,0.23433611,0.00046037618],"about_ca_topic_score_codex":0.0021983415,"about_ca_topic_score_gemma":0.060349084,"teacher_disagreement_score":0.94701225,"about_ca_system_score_codex":0.0017069892,"about_ca_system_score_gemma":0.0028076093,"threshold_uncertainty_score":0.9567971},"labels":[],"label_agreement":null},{"id":"W4210842707","doi":"10.1016/j.exger.2022.111741","title":"Association between physical activity &amp; sedentary time on frailty status in males and females living with diabetes mellitus: A cross-sectional analysis","year":2022,"lang":"en","type":"article","venue":"Experimental Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of New Brunswick","funders":"","keywords":"Medicine; National Health and Nutrition Examination Survey; Diabetes mellitus; Cross-sectional study; Logistic regression; Gerontology; Physical activity; Demography; Internal medicine; Physical therapy; Population; Endocrinology; Environmental health","score_opus":0.04669997498849252,"score_gpt":0.34828371310015643,"score_spread":0.3015837381116639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210842707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99837023,0.00036478357,0.000009545754,0.00027995437,0.00006804516,0.0002708474,0.00010207206,0.00005550336,0.0004790271],"genre_scores_gemma":[0.9975725,0.0000035532498,0.00021233797,0.00012828113,0.0001270048,0.00013638179,0.00019938473,0.00002144548,0.0015991507],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808836,0.0002881977,0.0001953193,0.0005110541,0.00047379846,0.00044328734],"domain_scores_gemma":[0.9988958,0.00061037013,0.00014193548,0.0002054436,0.000025147032,0.00012126593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002176002,0.00020893522,0.00055585,0.00023237371,0.0001915226,0.000030455265,0.00007677095,0.00008902614,0.0008207988],"category_scores_gemma":[0.00006293195,0.0002044393,0.00011104764,0.00029568098,0.00013055619,0.00013318952,0.0001450137,0.00037506127,0.0000219837],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020441321,0.0008318129,0.9877201,0.000012453478,0.0009477831,0.000011383313,0.0017078229,0.000116239054,0.0079819,0.000008301746,0.000078537356,0.00037929224],"study_design_scores_gemma":[0.0011533395,0.0008526748,0.99238646,0.000013237569,0.000170335,0.0000071093596,0.00032735165,0.00039792465,0.0043055695,0.000009506876,0.00019172317,0.00018475876],"about_ca_topic_score_codex":0.0003839217,"about_ca_topic_score_gemma":0.00034670706,"teacher_disagreement_score":0.0046664085,"about_ca_system_score_codex":0.0011552869,"about_ca_system_score_gemma":0.000048077167,"threshold_uncertainty_score":0.8987171},"labels":[],"label_agreement":null},{"id":"W4210906680","doi":"10.2147/cia.s328423","title":"Association Between Fear of Falling and Frailty in Community-Dwelling Older Adults: A Systematic Review","year":2022,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Falling (accident); Fear of falling; MEDLINE; Poison control; Injury prevention","score_opus":0.11991505525231423,"score_gpt":0.4339550482513707,"score_spread":0.3140399929990565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210906680","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97606534,0.019101754,0.000557064,0.0021741847,0.00019767531,0.0016475507,0.000027496939,0.00004129503,0.00018764181],"genre_scores_gemma":[0.9968019,0.0014251661,0.00067006715,0.00041169184,0.00003292512,0.00014714463,0.00005885991,0.000019540685,0.00043270903],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.99492896,0.0019634424,0.0023700097,0.00022150927,0.00031091465,0.00020514253],"domain_scores_gemma":[0.99610925,0.0026157675,0.0006923839,0.00041573364,0.00010115694,0.000065712346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0083992975,0.00012255738,0.0010429642,0.00025156455,0.000110968045,0.000012394162,0.00021518022,0.00008138558,0.00011179151],"category_scores_gemma":[0.005944361,0.00012774134,0.00036973367,0.00049314543,0.000052579242,0.00008311319,0.0002973975,0.0016822948,0.000005567165],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017143571,0.0009497765,0.6940611,0.3006254,0.0002265407,0.000015361244,0.0018459525,0.00003211501,0.0000030830347,0.000023175442,0.00020680414,0.001993552],"study_design_scores_gemma":[0.0029110892,0.00035944436,0.23772246,0.752503,0.00075422454,0.000012637576,0.0038117766,0.0014748164,0.000008931017,0.0002344275,0.000030984145,0.0001762177],"about_ca_topic_score_codex":0.00029021042,"about_ca_topic_score_gemma":0.00019471499,"teacher_disagreement_score":0.4563386,"about_ca_system_score_codex":0.00029704417,"about_ca_system_score_gemma":0.000030025725,"threshold_uncertainty_score":0.7308827},"labels":[],"label_agreement":null},{"id":"W4210921185","doi":"10.1093/ageing/afac007","title":"Patient-related risk factors for in-hospital functional decline in older adults: A systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"KU Leuven","keywords":"Medicine; Odds ratio; Meta-analysis; Confidence interval; Hypoalbuminemia; Dementia; Comorbidity; Delirium; Internal medicine; Pediatrics; Gerontology; Intensive care medicine; Disease","score_opus":0.04042466526770567,"score_gpt":0.30343371816849224,"score_spread":0.2630090529007866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210921185","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00058441784,0.99336135,0.000018161381,0.0001136337,0.000057810485,0.0056327838,0.0001888616,0.000022283442,0.000020665162],"genre_scores_gemma":[0.0014801983,0.9954386,0.00007211602,0.00022425488,0.000012536539,0.0014368658,0.0009744836,0.000044295353,0.00031666743],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9969268,0.00034313582,0.0015498888,0.000618987,0.00030299672,0.0002582245],"domain_scores_gemma":[0.99763256,0.0011329106,0.00072728307,0.00036599665,0.000040414943,0.00010081069],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00058069825,0.00045646614,0.006187637,0.0005243569,0.000075644864,0.000028630931,0.00008256026,0.0001688891,0.0004543619],"category_scores_gemma":[0.0013148277,0.0002994625,0.0014063929,0.0009967518,0.000031173095,0.00008635657,0.00013217187,0.00056237506,0.0000024717667],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005444498,0.00017324796,0.000051365503,0.93546027,0.043695018,0.0012688569,0.0007474954,0.0000015199906,4.5297583e-9,0.0000035489072,0.00011847835,0.018474745],"study_design_scores_gemma":[0.0009267448,0.00022012905,0.00038228254,0.10818371,0.86696815,0.00003635222,0.00029145952,0.000034275705,1.4671332e-8,0.0000141777655,0.022530591,0.00041209356],"about_ca_topic_score_codex":0.0002678692,"about_ca_topic_score_gemma":0.00019592955,"teacher_disagreement_score":0.8272766,"about_ca_system_score_codex":0.000100887,"about_ca_system_score_gemma":0.00004419258,"threshold_uncertainty_score":0.99994576},"labels":[],"label_agreement":null},{"id":"W4210928714","doi":"10.1007/s40520-022-02080-5","title":"Attributes and definitions of locomotor capacity in older people: a World Health Organisation (WHO) locomotor capacity working group meeting report","year":2022,"lang":"en","type":"letter","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universite Angers; Université de Toulouse; National Institute for Health and Care Research; Vrije Universiteit Brussel; King Saud University; Medical Research Council; Versus Arthritis; Universität Heidelberg; Université du Québec à Montréal; Singapore General Hospital; Università degli Studi di Milano; World Health Organization; Université de Liège; Universiteit Maastricht","keywords":"Action (physics); Variety (cybernetics); Older people; Gerontology; Healthy ageing; Ageing society; Active ageing; Psychology; Health care; Medicine; Nursing; Political science; Ageing","score_opus":0.29072251678564165,"score_gpt":0.4374376285254577,"score_spread":0.14671511173981605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210928714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81440043,0.0020472505,0.000015983404,0.18056186,0.00033659945,0.0020192135,0.00008116137,0.00006559305,0.00047191128],"genre_scores_gemma":[0.9611092,0.0010050195,0.0018230997,0.032789174,0.0013821146,0.00040628755,0.00068259105,0.000107586086,0.00069489016],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99330586,0.0013873759,0.0017469841,0.001140426,0.0014938317,0.00092549244],"domain_scores_gemma":[0.9948475,0.0035852348,0.00045979774,0.0006096812,0.00015746817,0.00034036898],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0056485203,0.00037198895,0.0012816287,0.00064252113,0.00048942707,0.00008665281,0.00023319159,0.0003964592,0.00037768282],"category_scores_gemma":[0.0016535979,0.0003677181,0.00017473812,0.0008294758,0.0009656568,0.000118620934,0.000729534,0.0052079214,0.0000057371685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027832913,0.0012894179,0.81353015,0.0021214138,0.00019185996,0.0011577853,0.008883972,8.074884e-7,0.00088288327,0.00010305647,0.16937418,0.002186165],"study_design_scores_gemma":[0.01931132,0.006705572,0.70585805,0.022365924,0.00023028333,0.0026229378,0.010040073,0.00062296767,0.0046968493,0.0022628359,0.22270323,0.0025799302],"about_ca_topic_score_codex":0.0058347513,"about_ca_topic_score_gemma":0.00088972616,"teacher_disagreement_score":0.14777268,"about_ca_system_score_codex":0.0005776113,"about_ca_system_score_gemma":0.00032002878,"threshold_uncertainty_score":0.99987745},"labels":[],"label_agreement":null},{"id":"W4211012689","doi":"10.1002/jcsm.12925","title":"Effects of Vivifrail multicomponent intervention on functional capacity: a multicentre, randomized controlled trial","year":2022,"lang":"en","type":"article","venue":"Journal of Cachexia Sarcopenia and Muscle","topic":"Frailty in Older Adults","field":"Medicine","cited_by":175,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Parkwood Institute; Lawson Health Research Institute; Western University","funders":"Instituto de Salud Carlos III; Gobierno de Navarra; Departamento de Salud, Gobierno de Navarra; Ministerio de Asuntos Económicos y Transformación Digital, Gobierno de España","keywords":"Medicine; Dementia; Cognition; Randomized controlled trial; Intervention (counseling); Gerontology; Physical therapy; Physical medicine and rehabilitation; Cognitive impairment; Activities of daily living; Psychiatry; Disease; Internal medicine","score_opus":0.014916337561206134,"score_gpt":0.2531432684390432,"score_spread":0.23822693087783708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211012689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929647,0.0010121523,0.00029967964,0.0010434577,0.0014265104,0.0029905222,0.000005244494,0.000010911908,0.00024683747],"genre_scores_gemma":[0.99816567,0.00007362139,0.00044335585,0.00025207846,0.0002627553,0.0001321396,0.0000051017537,0.000020484858,0.00064481323],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9969302,0.00076739694,0.0011226514,0.00016816617,0.00082757126,0.00018403935],"domain_scores_gemma":[0.9968732,0.0016168276,0.0009698711,0.0001355457,0.00023136176,0.00017322226],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017203264,0.00018593208,0.0016304984,0.00029947085,0.00010457417,0.000017780749,0.00009572851,0.000056752873,0.00035096603],"category_scores_gemma":[0.0015669822,0.00013424945,0.0008644322,0.00011114531,0.00011342637,0.00009884572,0.00007024246,0.00049925956,0.0000033489837],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95931274,0.0022121358,0.000042909927,0.00020361326,0.0008197797,0.00007848502,0.00085255224,0.00009842204,0.02917689,0.00006851852,0.0006021216,0.006531846],"study_design_scores_gemma":[0.98619,0.0026923772,0.003347881,0.0003301566,0.0012002097,0.00016159221,0.0002811492,0.0013315557,0.0028959557,0.00007076476,0.0013859506,0.00011237303],"about_ca_topic_score_codex":0.00004757619,"about_ca_topic_score_gemma":0.0000045754036,"teacher_disagreement_score":0.02687731,"about_ca_system_score_codex":0.00014018627,"about_ca_system_score_gemma":0.000096681644,"threshold_uncertainty_score":0.5474534},"labels":[],"label_agreement":null},{"id":"W4211145054","doi":"10.1002/agm2.12198","title":"Promoting early management of frailty in the new normal: An updated software tool in addressing the need of virtual assessment of frailty at points of care","year":2022,"lang":"en","type":"article","venue":"Aging Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Health; Simon Fraser University; Surrey Memorial Hospital","funders":"Canadian Institutes of Health Research","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Medicine; Software; Function (biology); Computer science; Health care; Frailty Index; Disease; Gerontology; Pathology","score_opus":0.04431812104950087,"score_gpt":0.3381324141128922,"score_spread":0.2938142930633913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211145054","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99341786,0.0003760836,0.00019551782,0.0041558514,0.0001406721,0.0011172693,0.000029277973,0.000023739336,0.0005437337],"genre_scores_gemma":[0.9977799,0.00001535343,0.0013989774,0.00036881075,0.00005335346,0.000033139622,0.00017590002,0.00003135652,0.00014319812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99655116,0.00038099856,0.0011129319,0.00031032585,0.0013269228,0.00031764983],"domain_scores_gemma":[0.9980686,0.0002779864,0.00062045315,0.00081664964,0.00015860586,0.000057754532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016258014,0.00021667972,0.0007022464,0.00030679698,0.000080638616,0.0000037290986,0.0005500414,0.000054893582,0.00030886236],"category_scores_gemma":[0.00019172629,0.0001427584,0.00007848235,0.000996558,0.00025819338,0.00011109682,0.00039878977,0.00054319034,2.9663948e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006976553,0.0009616961,0.64471525,0.0030271758,0.00040787077,0.00026916273,0.24267139,0.0014328174,0.024069842,0.00044158506,0.002388225,0.078917325],"study_design_scores_gemma":[0.008980265,0.002539996,0.9142983,0.004610524,0.00031260875,0.000037177473,0.06158501,0.0014944944,0.0054570762,0.00010880006,0.00038691485,0.00018884872],"about_ca_topic_score_codex":0.002549297,"about_ca_topic_score_gemma":0.00030802193,"teacher_disagreement_score":0.26958302,"about_ca_system_score_codex":0.0002106721,"about_ca_system_score_gemma":0.00016948176,"threshold_uncertainty_score":0.5821519},"labels":[],"label_agreement":null},{"id":"W4211179456","doi":"10.1016/j.archger.2022.104659","title":"Prevalence, overlap, and interrelationships of physical, cognitive, psychological, and social frailty among community-dwelling older people in Japan","year":2022,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mood; Cognition; Robustness (evolution); Gerontology; Dementia; Geriatric Depression Scale; Psychology; Logistic regression; Medicine; Clinical psychology; Depressive symptoms; Psychiatry; Disease","score_opus":0.044259528233443944,"score_gpt":0.32358611276513594,"score_spread":0.279326584531692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4211179456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976231,0.0007450586,0.00016134551,0.0002715191,0.000037904665,0.00029336914,0.000048320228,0.000011362546,0.0008080381],"genre_scores_gemma":[0.99922955,0.00024037852,0.00032382383,0.0000594174,0.00002148512,0.000012418441,0.000026966625,0.00000823772,0.000077750665],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987998,0.00044455178,0.00028169245,0.00020561235,0.00010423042,0.00016411301],"domain_scores_gemma":[0.99806947,0.0015738013,0.0001667588,0.000121725905,0.000020751067,0.00004747102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022306148,0.00011945995,0.00039770445,0.00018147708,0.00024866394,0.0000046238715,0.000081833896,0.000068336325,0.000023948403],"category_scores_gemma":[0.00016911405,0.00011766274,0.00004576484,0.00013333095,0.0007570075,0.000060965565,0.00022641185,0.0006516374,1.6023056e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040981328,0.00064368825,0.92269146,0.00046512307,0.000046097175,0.0000034098362,0.064637884,0.0000045885395,0.00032305327,0.0005316572,0.00003021613,0.010213007],"study_design_scores_gemma":[0.002058196,0.00094420946,0.98361015,0.000063643434,0.00009674514,0.000037120935,0.010570419,0.0006191522,0.000026081114,0.0018662785,0.000012129425,0.000095854455],"about_ca_topic_score_codex":0.00015632938,"about_ca_topic_score_gemma":0.0002053789,"teacher_disagreement_score":0.060918704,"about_ca_system_score_codex":0.000006261296,"about_ca_system_score_gemma":0.000015739211,"threshold_uncertainty_score":0.47981474},"labels":[],"label_agreement":null},{"id":"W4212790699","doi":"10.1186/s12967-022-03300-2","title":"The relationship between frailty, nutritional status, co-morbidity, CT-body composition and systemic inflammation in patients with COVID-19","year":2022,"lang":"en","type":"article","venue":"Journal of Translational Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Systemic inflammation; Internal medicine; Malnutrition; Sarcopenia; Univariate analysis; Multivariate analysis; Coronavirus disease 2019 (COVID-19); Obesity; COPD; Inflammation; Disease","score_opus":0.0485933239674613,"score_gpt":0.3282570248478727,"score_spread":0.2796637008804114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212790699","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9630925,0.0007189255,0.0013051898,0.033891343,0.00012988354,0.0006143958,0.00011921088,0.00001231499,0.00011625286],"genre_scores_gemma":[0.99814063,0.000038704467,0.00033252643,0.00027770415,0.00040564247,0.000019236268,0.0007391337,0.000016156333,0.000030286832],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99695736,0.00028402108,0.0008740828,0.00014548324,0.0015541724,0.0001849082],"domain_scores_gemma":[0.9964333,0.002441832,0.00048154785,0.00011871038,0.00026356004,0.0002610398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011304094,0.00014219011,0.00035151225,0.00039633177,0.00039617025,0.000015124887,0.000105375926,0.00003685366,0.000109497945],"category_scores_gemma":[0.0004911664,0.00009856339,0.00004785839,0.00034564204,0.00020907799,0.00021841408,0.000014152318,0.0006675196,0.0000014018135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011565146,0.00010692338,0.9943943,0.00015221568,0.00007382861,0.000045811215,0.00061878184,0.00059173943,0.0001679748,0.0011643361,0.0010045551,0.0005229989],"study_design_scores_gemma":[0.013797034,0.0010317314,0.97880274,0.00043322524,0.00014868555,0.00067667384,0.00028725446,0.00009431711,0.0000142606605,0.0020317782,0.0025879727,0.00009432139],"about_ca_topic_score_codex":0.00003875581,"about_ca_topic_score_gemma":0.000017851362,"teacher_disagreement_score":0.035048123,"about_ca_system_score_codex":0.0003974341,"about_ca_system_score_gemma":0.0004215513,"threshold_uncertainty_score":0.40192983},"labels":[],"label_agreement":null},{"id":"W4212795959","doi":"10.21037/atm-22-274","title":"Predictive value of frailty in the mortality of hospitalized patients with COVID-19: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Annals of Translational Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"West China Hospital, Sichuan University; Sichuan University; Department of Science and Technology of Sichuan Province","keywords":"Medicine; Meta-analysis; Confidence interval; Odds ratio; Internal medicine; Coronavirus disease 2019 (COVID-19); MEDLINE; Mortality rate; Risk of mortality; Disease; Infectious disease (medical specialty)","score_opus":0.2572449940381996,"score_gpt":0.44486103400943044,"score_spread":0.18761603997123083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212795959","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000054991364,0.98676556,0.0001402448,0.004520223,0.000014044055,0.0065747164,0.0017511857,0.0000073695114,0.00017167591],"genre_scores_gemma":[0.0041401074,0.9919233,0.00010184394,0.0017548387,0.000012760626,0.00045452738,0.0015592778,0.000026826847,0.000026552352],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99329305,0.0012568866,0.002748268,0.0004349619,0.002089399,0.00017741226],"domain_scores_gemma":[0.9938732,0.0025295888,0.0021437253,0.0008492381,0.0004465606,0.00015772202],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030591614,0.0004459672,0.010312392,0.0005805371,0.000032685974,0.000001753763,0.0003625958,0.00012765033,0.00096663623],"category_scores_gemma":[0.0024191926,0.00021788178,0.0014574568,0.0019797848,0.0004932742,0.000066524444,0.000026583248,0.00036625797,2.2882686e-7],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006167868,0.00035988603,0.0007721315,0.8742451,0.12295442,0.000007807606,0.00094027,0.000025926869,1.2365736e-8,0.00019776156,0.00019432869,0.00024069492],"study_design_scores_gemma":[0.0013289175,0.0010715399,0.0043779244,0.058278102,0.9299302,0.000012950137,0.00006988227,0.000013765136,1.14580814e-7,0.0001835866,0.004553332,0.0001796641],"about_ca_topic_score_codex":0.00036174513,"about_ca_topic_score_gemma":0.000031688538,"teacher_disagreement_score":0.81596696,"about_ca_system_score_codex":0.000025947053,"about_ca_system_score_gemma":0.00045053492,"threshold_uncertainty_score":0.9999466},"labels":[],"label_agreement":null},{"id":"W4212826522","doi":"10.1159/000522576","title":"Frailty Predicts Postoperative Complications following Pancreaticoduodenectomy","year":2022,"lang":"en","type":"article","venue":"European Surgical Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Pancreaticoduodenectomy; Intensive care unit; Logistic regression; Surgery; Complication; Internal medicine; Pancreas","score_opus":0.13866517589115576,"score_gpt":0.40955962778899,"score_spread":0.27089445189783423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212826522","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49768862,0.000451921,0.000073346266,0.014021513,0.00012979546,0.00085665187,0.000054285614,0.00019839493,0.48652548],"genre_scores_gemma":[0.97353625,0.000030819116,0.00050538726,0.000528788,0.0001539955,0.00013232355,0.00017586017,0.00007046243,0.024866087],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941686,0.0023224726,0.00035684695,0.00058275915,0.0018935873,0.0006757505],"domain_scores_gemma":[0.9973819,0.0010639514,0.000036194142,0.00078169006,0.00028834198,0.0004479222],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0028129139,0.00016344829,0.0003253805,0.00026705887,0.0010582024,0.00006919573,0.0004572771,0.000027928052,0.002328154],"category_scores_gemma":[0.0010884042,0.00014788276,0.00018802512,0.001018517,0.00021021703,0.00008451548,0.00091341714,0.0014789356,0.0012022655],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003978779,0.008219396,0.12394749,0.00029771854,0.0018458933,0.0633773,0.016903419,0.0006712678,0.042955913,0.030386293,0.52753973,0.17987682],"study_design_scores_gemma":[0.0034645966,0.0010019212,0.08602336,0.000082865816,0.000026819054,0.00052571774,0.00070047204,0.00062200153,0.0003367191,0.000111798065,0.90689963,0.00020410225],"about_ca_topic_score_codex":0.00006708908,"about_ca_topic_score_gemma":0.0000033450112,"teacher_disagreement_score":0.47584766,"about_ca_system_score_codex":0.00030261412,"about_ca_system_score_gemma":0.00021647803,"threshold_uncertainty_score":0.99957544},"labels":[],"label_agreement":null},{"id":"W4213123439","doi":"10.1007/s00134-022-06617-0","title":"Impact of frailty on persistent critical illness: a population-based cohort study","year":2022,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Health Research Council of New Zealand; University of Melbourne","keywords":"Medicine; Anesthesiology; Intensive care unit; Critical illness; Illness severity; Intensive care medicine; Pain medicine; Predictive value; Severity of illness; Intensive care; Cohort study; Cohort; Emergency medicine; Critically ill; Internal medicine; Psychiatry","score_opus":0.03450619712230753,"score_gpt":0.3607051116339874,"score_spread":0.32619891451167987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213123439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9885438,0.0005326923,0.000026047555,0.007282269,0.0008840915,0.0015997668,0.00011777491,0.00007534186,0.0009381997],"genre_scores_gemma":[0.9944519,0.0000024463634,0.000022083326,0.0045060096,0.00021632884,0.00017456972,0.0003984681,0.00004497923,0.00018323465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99709946,0.00018951784,0.0005477419,0.000494032,0.0013499908,0.00031927036],"domain_scores_gemma":[0.99415636,0.0006393254,0.00013245741,0.00071094884,0.004106726,0.00025420202],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002630366,0.00028380766,0.00085842854,0.00036593928,0.0001751046,0.0000039429824,0.0001708368,0.00005832562,0.0024286942],"category_scores_gemma":[0.009028601,0.00021169116,0.00036127472,0.00042049366,0.00024231199,0.00002717918,0.000085884196,0.00055776024,0.00001159837],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010613753,0.0005013848,0.97330225,0.00011444284,0.00040991238,0.00043224412,0.00945429,0.00057083386,0.00034631428,0.000019843254,0.012270291,0.0015168438],"study_design_scores_gemma":[0.004572511,0.021813149,0.8664614,0.00037266238,0.0006598772,0.000109565306,0.105027795,0.00041616513,0.000052298306,0.00001063984,0.00030843593,0.00019553461],"about_ca_topic_score_codex":0.0031551293,"about_ca_topic_score_gemma":0.000046032867,"teacher_disagreement_score":0.10684086,"about_ca_system_score_codex":0.0010713893,"about_ca_system_score_gemma":0.00022916093,"threshold_uncertainty_score":0.9993188},"labels":[],"label_agreement":null},{"id":"W4214616070","doi":"10.1016/s0828-282x(19)31209-7","title":"CCCN Committees/CCCN Supporters","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.01310981118250484,"score_gpt":0.23945993086687734,"score_spread":0.2263501196843725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214616070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8799897,0.0006748096,0.00034564003,0.012446906,0.0036902688,0.00025945637,0.000029792882,0.000011606169,0.102551825],"genre_scores_gemma":[0.9945832,0.000022465092,0.0002090884,0.0016641201,0.0009999931,9.236368e-7,0.000009855422,0.000021622518,0.002488734],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988569,0.000082792605,0.00037368227,0.00012595746,0.00014251527,0.00041813703],"domain_scores_gemma":[0.9983277,0.00007897633,0.00014339361,0.00031051977,0.0002519877,0.0008874694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003239767,0.00012589405,0.00061587256,0.00032765983,0.000034810488,0.000011786626,0.00019776699,0.00015977368,0.00047111636],"category_scores_gemma":[0.00017138322,0.0001100291,0.00025829714,0.00010802385,0.00014802594,0.00007273381,0.000009150867,0.0004543051,0.0002946658],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008323748,0.0000027930698,0.6210961,0.000047013244,0.00048871787,0.0021077695,0.0003497148,0.00026202513,0.00090356875,0.00021739134,0.36414835,0.010293346],"study_design_scores_gemma":[0.0018938044,0.0007081598,0.19487399,0.000083784355,0.0001178756,0.00804882,0.0002836404,0.000009055057,0.00013535489,0.00012995984,0.7935896,0.0001259475],"about_ca_topic_score_codex":0.0006964886,"about_ca_topic_score_gemma":0.0011989248,"teacher_disagreement_score":0.42944127,"about_ca_system_score_codex":0.00022668466,"about_ca_system_score_gemma":0.0017447444,"threshold_uncertainty_score":0.5158394},"labels":[],"label_agreement":null},{"id":"W4214637352","doi":"10.1093/ageing/afac064","title":"Prevalence and implications of frailty in acute stroke: systematic review &amp; meta-analysis","year":2022,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Chief Scientist Office","keywords":"Medicine; Meta-analysis; Stroke (engine); Gerontology; MEDLINE; Intensive care medicine; Internal medicine","score_opus":0.15252414255360697,"score_gpt":0.3922561987196241,"score_spread":0.23973205616601712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214637352","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012417565,0.99698937,0.00003999447,0.00015975875,0.00000993542,0.0022720194,0.00021161139,0.000015376256,0.00028953943],"genre_scores_gemma":[0.000060739723,0.99500865,0.0003122442,0.00018923818,0.000008549118,0.0007372978,0.00017064401,0.00002201231,0.0034906543],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99762917,0.00035410115,0.00114549,0.0004425766,0.00026009785,0.00016857416],"domain_scores_gemma":[0.9978356,0.000566014,0.0006264526,0.0008544405,0.000033366166,0.0000841647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069645635,0.0002945563,0.005606992,0.0003206929,0.000052961423,0.000017782195,0.00018087208,0.00008946744,0.0003928272],"category_scores_gemma":[0.00044343478,0.00020299101,0.0011302027,0.0008454696,0.00004970014,0.000059857226,0.0001693148,0.00036898878,0.0000039853194],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[3.9567223e-7,0.000022240814,0.000010816386,0.94164324,0.04165044,0.00031997325,0.00007317467,7.939672e-8,3.7472262e-7,0.000016216549,0.000062038926,0.016201017],"study_design_scores_gemma":[0.00007833167,0.00002280076,0.00016731182,0.13449717,0.788501,0.0001239459,0.000006853094,9.5040997e-7,3.648633e-8,0.00001008394,0.07643113,0.000160361],"about_ca_topic_score_codex":0.00006114913,"about_ca_topic_score_gemma":0.0000778762,"teacher_disagreement_score":0.8071461,"about_ca_system_score_codex":0.000044772587,"about_ca_system_score_gemma":0.000055151417,"threshold_uncertainty_score":0.82777333},"labels":[],"label_agreement":null},{"id":"W4214669292","doi":"10.1002/agm2.12200","title":"The relative impact of socioeconomic position and frailty varies by population setting","year":2022,"lang":"en","type":"article","venue":"Aging Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Medical Research Council; Wellcome Trust","keywords":"Medicine; Gerontology; Socioeconomic status; Population; Hazard ratio; Cohort; Proportional hazards model; Demography; Cohort study; Confidence interval; Environmental health; Internal medicine","score_opus":0.01184694695912159,"score_gpt":0.3019811973214819,"score_spread":0.2901342503623603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214669292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97222793,0.0017044184,0.00022535115,0.02461423,0.00014262491,0.00025536338,0.000022460006,0.000036937552,0.0007707022],"genre_scores_gemma":[0.9985795,0.000050309445,0.00012563528,0.00038549965,0.00010350548,0.000013450764,0.00018372625,0.00001466632,0.0005436797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991313,0.000092558446,0.00026930138,0.0001547758,0.00020110368,0.0001509377],"domain_scores_gemma":[0.9991099,0.00044673198,0.00018374485,0.00016506536,0.000038852286,0.000055710763],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054789527,0.00009756155,0.00020939377,0.000056866033,0.0003651861,0.0000057087796,0.000053107095,0.000025943838,0.00016506812],"category_scores_gemma":[0.00021580947,0.00006623041,0.000043758748,0.0000803063,0.00016995346,0.000089905225,0.000057122743,0.00026179725,0.0000015274466],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004431433,0.0001066407,0.7917562,0.00016331115,0.00074593915,0.000023747492,0.024193164,0.0002233414,0.03464818,0.0021648235,0.08354665,0.061984863],"study_design_scores_gemma":[0.0032615163,0.0014719183,0.98046106,0.00022396154,0.00025405048,0.00022459561,0.0022903823,0.0034142851,0.00039757226,0.0061962856,0.0016443284,0.00016002235],"about_ca_topic_score_codex":0.00136709,"about_ca_topic_score_gemma":0.000008740736,"teacher_disagreement_score":0.1887049,"about_ca_system_score_codex":0.0002472669,"about_ca_system_score_gemma":0.00003909266,"threshold_uncertainty_score":0.28087533},"labels":[],"label_agreement":null},{"id":"W4214807371","doi":"10.5770/cgj.25.528","title":"Program Evaluation of SeeMe™: Understanding Frailty Together","year":2022,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Bruyère; CARE Canada","funders":"","keywords":"Medicine; Context (archaeology); Psychological intervention; Qualitative property; Nursing; Health care; Program evaluation; Long-term care; Family medicine; Gerontology","score_opus":0.11953849266077424,"score_gpt":0.33722503154056577,"score_spread":0.21768653887979153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214807371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9134547,0.0035801053,0.0015257023,0.018123778,0.0046253274,0.003841836,0.00020485878,0.000096286305,0.054547377],"genre_scores_gemma":[0.99731135,0.000022422533,0.0012997113,0.0003609234,0.0003227897,0.000048050424,0.000024951993,0.000029280696,0.00058053323],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997909,0.00018439053,0.00034231914,0.0001470412,0.001055335,0.0003618764],"domain_scores_gemma":[0.99863267,0.000036531776,0.00019667631,0.00020887279,0.0003562773,0.00056895526],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018500146,0.00010634354,0.00019462181,0.0005917034,0.0003641869,0.00003789903,0.0001510802,0.000059679962,0.0036054663],"category_scores_gemma":[0.00032741507,0.000111822235,0.000112833695,0.0006433254,0.000039842667,0.000074675605,0.000028606673,0.00055131986,0.0000072108364],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040158693,0.0008225638,0.0912298,0.00027468835,0.0010871266,0.0011637091,0.011537713,0.009540063,0.0017624819,0.003893408,0.3390047,0.53928214],"study_design_scores_gemma":[0.021415714,0.0039193146,0.065049045,0.00022801921,0.0027961556,0.011567601,0.023541981,0.034380637,0.00050096173,0.024657946,0.81054246,0.0014001445],"about_ca_topic_score_codex":0.0029593583,"about_ca_topic_score_gemma":0.01014894,"teacher_disagreement_score":0.53788203,"about_ca_system_score_codex":0.0038961605,"about_ca_system_score_gemma":0.0037160222,"threshold_uncertainty_score":0.9999277},"labels":[],"label_agreement":null},{"id":"W4220664347","doi":"10.1016/j.ahj.2022.03.007","title":"Preexisting frailty and outcomes in older patients with acute myocardial infarction","year":2022,"lang":"en","type":"article","venue":"American Heart Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Toronto General Hospital; Women's College Hospital; University of Toronto","funders":"Government of Ontario; Sanofi; Women's College Research Institute; Bristol-Myers Squibb; Amgen; American College of Cardiology Foundation; Boehringer Ingelheim","keywords":"Medicine; Myocardial infarction; Logistic regression; Activities of daily living; Physical therapy; Gerontology; Internal medicine; Emergency medicine","score_opus":0.013945117829692443,"score_gpt":0.29114703185675667,"score_spread":0.27720191402706423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220664347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957324,0.000023654704,0.000037319096,0.0035213102,0.00017401943,0.00025542555,0.000013132332,0.000022467888,0.0002202508],"genre_scores_gemma":[0.9958095,0.000011443205,0.0019009293,0.0019245128,0.000093800416,0.000021027407,0.000009539754,0.000023141467,0.00020608875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986783,0.00011558757,0.00024973793,0.00018195146,0.0005028273,0.00027158126],"domain_scores_gemma":[0.99941945,0.00008144602,0.00013154389,0.00013550742,0.00006820624,0.00016381734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001952094,0.0001250804,0.00035242876,0.00018050577,0.00022258791,0.000026687014,0.000051382165,0.000015428654,0.00012948681],"category_scores_gemma":[0.00008605157,0.000101642254,0.00005689589,0.00028614193,0.00013065702,0.00012008895,0.00007744873,0.00066775427,0.0000032418495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002062322,0.00014230171,0.98670465,0.0000037791579,0.00012301619,0.00005843272,0.00066167495,0.00003319566,0.00006322633,0.0000014105879,0.0011655003,0.010836591],"study_design_scores_gemma":[0.0025027595,0.0012657833,0.9905793,0.000028319793,0.0000605299,0.001027014,0.00053321954,0.000053483454,0.0000074316335,0.000011867024,0.0038154374,0.00011486738],"about_ca_topic_score_codex":0.0002566039,"about_ca_topic_score_gemma":0.00002272153,"teacher_disagreement_score":0.010721724,"about_ca_system_score_codex":0.00017265532,"about_ca_system_score_gemma":0.00010486051,"threshold_uncertainty_score":0.41448507},"labels":[],"label_agreement":null},{"id":"W4220664614","doi":"10.1093/gerona/glac066","title":"Social Vulnerability, Frailty, and Their Association With Mortality in Older Adults Living in Rural Tanzania","year":2022,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"British Geriatrics Society; NIHR Newcastle Biomedical Research Centre; National Institute for Health and Care Research","keywords":"Tanzania; Social vulnerability; Vulnerability (computing); Demography; Gerontology; Interquartile range; Cohort; Medicine; Cohort study; Frailty Index; Social support; Psychology; Geography; Psychological intervention; Sociology; Psychiatry","score_opus":0.03351495245381296,"score_gpt":0.31831901908691973,"score_spread":0.28480406663310676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220664614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9797602,0.00080190884,0.000006901749,0.018588718,0.00008690196,0.00041105086,0.000014580147,0.00001548591,0.00031425265],"genre_scores_gemma":[0.9991545,0.00007986536,0.000042838063,0.00032029278,0.000067122346,0.00004911502,0.0000036344238,0.00001521966,0.00026741053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798524,0.0006588827,0.0005102175,0.0001760676,0.00033336997,0.00033620675],"domain_scores_gemma":[0.9988297,0.00041462458,0.00039504777,0.0002039155,0.00011066231,0.000046044494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018856222,0.0001597339,0.0005559981,0.000112197304,0.00020131501,0.000014296718,0.00016583936,0.00010598667,0.0003151026],"category_scores_gemma":[0.00040511863,0.00010840886,0.00005671874,0.0002462451,0.00019500995,0.0001938693,0.00018321493,0.0008031643,4.4913776e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007743962,0.00025251863,0.96736586,0.000057742112,0.000105722094,0.0000220393,0.028541686,0.000019947222,0.0004823303,0.00005875281,0.00033445243,0.0019845245],"study_design_scores_gemma":[0.0019036959,0.00039179198,0.97616506,0.00018161313,0.000035519624,0.00031555767,0.019999828,0.00008227375,0.00014800759,0.0006085088,0.000064758,0.00010340776],"about_ca_topic_score_codex":0.0014413594,"about_ca_topic_score_gemma":0.02089642,"teacher_disagreement_score":0.01945506,"about_ca_system_score_codex":0.0003253751,"about_ca_system_score_gemma":0.00010320091,"threshold_uncertainty_score":0.99696964},"labels":[],"label_agreement":null},{"id":"W4220676397","doi":"10.1177/01945998221086852","title":"Evaluation of Agreement Among Frailty Assessment Tools in Head and Neck Surgery","year":2022,"lang":"en","type":"article","venue":"Otolaryngology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prospective cohort study; Frailty Index; Grip strength; Physical therapy; Head and neck; Body mass index; Observational study; Cohort study; Cohort; Surgery; Gerontology; Internal medicine","score_opus":0.08171405023267604,"score_gpt":0.35531205623030837,"score_spread":0.27359800599763234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220676397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99316794,0.00034629734,0.000020686775,0.0011927354,0.0002136099,0.0007984925,0.000014591179,0.000014100536,0.0042315456],"genre_scores_gemma":[0.99873286,0.000022128957,0.0003612395,0.00029529489,0.000027354012,0.00029722412,0.0000892118,0.000011621592,0.00016306294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99796313,0.00049870805,0.0003821678,0.0002623971,0.0006825894,0.00021103432],"domain_scores_gemma":[0.9991562,0.0002502601,0.00012864571,0.00028223763,0.00012282602,0.000059865564],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022084066,0.000102576414,0.00037413044,0.00022468799,0.00004729593,0.00000468043,0.00006162286,0.000061385195,0.001418193],"category_scores_gemma":[0.00036732267,0.00010772122,0.000052197716,0.00021153815,0.000082509185,0.00007850758,0.00014155533,0.00026598127,0.0000034348952],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005517288,0.00028628105,0.9756721,0.00006126314,0.000053818345,0.000050895254,0.0002756894,0.000110704364,0.0012836382,0.000107989814,0.0010740819,0.020968355],"study_design_scores_gemma":[0.0020325186,0.00034859145,0.992093,0.000055599365,0.000090602356,0.000060314665,0.00014246764,0.0034869905,0.00023894943,0.00020252327,0.0011641908,0.000084214465],"about_ca_topic_score_codex":0.00041855717,"about_ca_topic_score_gemma":0.00047937522,"teacher_disagreement_score":0.020884141,"about_ca_system_score_codex":0.00029600272,"about_ca_system_score_gemma":0.0003219314,"threshold_uncertainty_score":0.9994947},"labels":[],"label_agreement":null},{"id":"W4220694018","doi":"10.21203/rs.3.rs-1086390/v3","title":"External validation of the Hospital Frailty Risk Score among older adults receiving mechanical ventilation","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; Vancouver General Hospital; Saskatchewan Health Authority","funders":"","keywords":"Mechanical ventilation; Medicine; Emergency medicine; Gerontology; Physical medicine and rehabilitation; Internal medicine","score_opus":0.04854233918781745,"score_gpt":0.3687376739830617,"score_spread":0.3201953347952442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220694018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99278015,0.00037076234,0.00056997605,0.0006924661,0.001110946,0.0037042508,0.00025037993,0.000083224586,0.0004378647],"genre_scores_gemma":[0.99683356,0.00025939447,0.00052339217,0.000010673908,0.00048704832,0.0004277595,0.00034572673,0.00008538318,0.0010270808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99288666,0.0012526219,0.00073314266,0.0009067914,0.0036110403,0.00060974836],"domain_scores_gemma":[0.9959366,0.0005074712,0.00054784794,0.0017284008,0.0010581074,0.00022160528],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026839355,0.00031465408,0.0005164881,0.00038740868,0.00040172704,0.000086257125,0.00081865233,0.00046202436,0.0021026493],"category_scores_gemma":[0.004022333,0.0002564467,0.0004851907,0.00067185814,0.0002743233,0.00014034138,0.0026998536,0.0045893188,0.00002895023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006768756,0.0010926019,0.95726293,0.0042823157,0.0002566607,0.00008146128,0.0057778214,0.00095003546,0.00088838383,0.00010724031,0.0031954255,0.025428262],"study_design_scores_gemma":[0.0013522067,0.0004673085,0.9721051,0.009320226,0.00010114369,0.000008510304,0.0009237151,0.0020371622,0.012252111,0.0010416101,0.00015703922,0.00023390072],"about_ca_topic_score_codex":0.0012290262,"about_ca_topic_score_gemma":0.00009382214,"teacher_disagreement_score":0.02519436,"about_ca_system_score_codex":0.0007242825,"about_ca_system_score_gemma":0.0005550637,"threshold_uncertainty_score":0.9999888},"labels":[],"label_agreement":null},{"id":"W4220728012","doi":"10.1177/00084174221084459","title":"The Performance Assessment of Self-Care Skills to Predict Adverse Events Post-Discharge","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Occupational Therapy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Occupational Therapy Foundation; Université de Sherbrooke","keywords":"Clinical judgement; Adverse effect; Medicine; Judgement; Acute care; Emergency medicine; Risk assessment; Telephone interview; Physical therapy; Intensive care medicine; Health care; Internal medicine","score_opus":0.026754722665314812,"score_gpt":0.33555975339989225,"score_spread":0.30880503073457743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220728012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956897,0.0003945189,0.000028371902,0.0022866,0.0006448677,0.0003931298,0.00025415185,0.0000049030286,0.0003037482],"genre_scores_gemma":[0.9969906,0.00008423627,0.0011111754,0.0012297347,0.00017310865,0.000021220989,0.000044567827,0.000017186492,0.00032816193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99849576,0.00008488553,0.00041574033,0.00009903828,0.00067762774,0.00022697533],"domain_scores_gemma":[0.9983064,0.00008972327,0.00025618236,0.00020067916,0.0007160301,0.00043102028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040504188,0.00010769036,0.00018563586,0.00024376577,0.00035417778,0.000006574003,0.0002936307,0.000026568672,0.00067436905],"category_scores_gemma":[0.00006485281,0.00008028368,0.00013006366,0.00023877011,0.00003403138,0.00010351616,0.000016594184,0.00029057293,0.000004431752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004159689,0.00011993943,0.98187125,0.0000252486,0.00027139953,0.000033978864,0.0031313868,0.0019485465,0.00033840584,0.00015107583,0.005205793,0.006487003],"study_design_scores_gemma":[0.0016414635,0.0016018816,0.929634,0.000066354274,0.000021348118,0.00016002334,0.0008264897,0.00012979456,0.00015649768,0.000009888816,0.0656767,0.000075599666],"about_ca_topic_score_codex":0.00025743616,"about_ca_topic_score_gemma":0.0005574884,"teacher_disagreement_score":0.060470905,"about_ca_system_score_codex":0.00063926534,"about_ca_system_score_gemma":0.004321758,"threshold_uncertainty_score":0.76666135},"labels":[],"label_agreement":null},{"id":"W4220756220","doi":"10.1097/ta.0000000000003613","title":"Not all is lost: Functional recovery in older adults following emergency general surgery","year":2022,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"BGC Engineering (Canada)","funders":"","keywords":"Disease; MEDLINE; Emergency surgery; Emergency procedure","score_opus":0.02592904365553622,"score_gpt":0.3027043452845656,"score_spread":0.27677530162902936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220756220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887827,0.002132885,0.000098309494,0.005129879,0.003269493,0.00017468643,0.00004271829,0.000015843347,0.0003534963],"genre_scores_gemma":[0.9968031,0.00042434002,0.000037718244,0.0016641957,0.0007555237,0.000009987565,0.000015784282,0.000027606668,0.00026173258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99779207,0.00027017161,0.000739779,0.00019125087,0.0006885088,0.00031824884],"domain_scores_gemma":[0.9988036,0.00034894995,0.00011916851,0.00018404805,0.0003617591,0.00018245474],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00083122746,0.00018907923,0.0003958407,0.00029337624,0.0002847902,0.000020233698,0.00008267945,0.00008691438,0.001594999],"category_scores_gemma":[0.0004397107,0.0001504445,0.00038578693,0.00030178038,0.00007535422,0.00024136253,0.00005975989,0.0008045857,0.000007047064],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008232831,0.0017923773,0.66771656,0.0013157865,0.0007091984,0.00053220143,0.018576005,0.00022852758,0.002554934,0.00028558407,0.25689092,0.04116505],"study_design_scores_gemma":[0.0032780427,0.0027348467,0.97410417,0.000395804,0.00074734696,0.0027333032,0.005067314,0.000083464736,0.0012142161,0.0008803308,0.008332989,0.00042816804],"about_ca_topic_score_codex":0.0002967567,"about_ca_topic_score_gemma":0.0001029345,"teacher_disagreement_score":0.30638757,"about_ca_system_score_codex":0.00023401147,"about_ca_system_score_gemma":0.00014035385,"threshold_uncertainty_score":0.9993177},"labels":[],"label_agreement":null},{"id":"W4220776014","doi":"10.1097/cce.0000000000000661","title":"Models of Care in Geriatric Intensive Care—A Scoping Review on the Optimal Structure of Care for Critically Ill Older Adults Admitted in an ICU","year":2022,"lang":"en","type":"article","venue":"Critical Care Explorations","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Centre Hospitalier de l’Université de Montréal; Hôpital Maisonneuve-Rosemont; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Critically ill; Medicine; Geriatric care; Intensive care medicine; Intensive care; Critical care nursing; Nursing; Health care; Political science","score_opus":0.04393448921384201,"score_gpt":0.3551981113197408,"score_spread":0.31126362210589875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220776014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8443941,0.11682544,0.0013916115,0.01875772,0.00076100015,0.012590002,0.004799643,0.00010908227,0.00037139465],"genre_scores_gemma":[0.9920591,0.00021657231,0.0018127182,0.0035774654,0.00008461291,0.0009630695,0.0012325121,0.000051860836,0.000002101531],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9974003,0.0002949614,0.0008295519,0.00052639085,0.0005560911,0.00039273035],"domain_scores_gemma":[0.98916554,0.00075867027,0.00007738723,0.0006611479,0.009182126,0.00015512577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008838932,0.00026651038,0.00075637957,0.00027948947,0.00017379427,0.000017127495,0.0002779448,0.0001274075,0.00013712473],"category_scores_gemma":[0.0065314947,0.00023111973,0.00019157102,0.0007148296,0.00019894383,0.00023956531,0.00014007567,0.00057770073,8.786624e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00295469,0.0007500709,0.0016003835,0.19646372,0.00008872408,0.0002675889,0.73930055,0.015410571,0.0016543538,0.027498875,0.001377347,0.012633109],"study_design_scores_gemma":[0.0031196922,0.003882838,0.00080427865,0.041626185,0.00033991694,0.000020825568,0.94523436,0.0014817624,0.0027127254,0.00030236025,0.000041230367,0.0004338299],"about_ca_topic_score_codex":0.000055932713,"about_ca_topic_score_gemma":0.0011253662,"teacher_disagreement_score":0.2059338,"about_ca_system_score_codex":0.00038110625,"about_ca_system_score_gemma":0.0006163002,"threshold_uncertainty_score":0.9424789},"labels":[],"label_agreement":null},{"id":"W4220777142","doi":"10.1016/j.annemergmed.2022.01.041","title":"Functional Decline After Nonhospitalized Injuries in Older Patients: Results From the Canadian Emergency Team Initiative Cohort in Elders","year":2022,"lang":"en","type":"article","venue":"Annals of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Mount Sinai Hospital; University of Calgary; Impact; Hôpital du Sacré-Cœur de Montréal; University of Ottawa; Schwartz/Reisman Emergency Medicine Institute; McMaster University; Université Laval; Université de Montréal; Ottawa Hospital; Quebec Network for Research on Aging","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cohort; Gerontology; Medical emergency; Emergency medicine; Internal medicine","score_opus":0.059568781932461325,"score_gpt":0.3355951903300371,"score_spread":0.27602640839757575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220777142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.927227,0.0020738665,0.0000048897405,0.05746217,0.0030930422,0.0013406881,0.00085439155,0.000022087459,0.007921838],"genre_scores_gemma":[0.9912524,0.0012455272,0.000022552846,0.0037310896,0.00037360677,0.00038487941,0.0018613018,0.00004047243,0.0010881228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955108,0.0002926903,0.0018368732,0.00056990655,0.0012109224,0.0005788082],"domain_scores_gemma":[0.9978843,0.00024101863,0.0003744406,0.0006184647,0.0006030313,0.0002787775],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013143624,0.00032707897,0.00064998463,0.00054089347,0.00016703595,0.0000020776038,0.00031348597,0.000115449926,0.021292103],"category_scores_gemma":[0.0032550225,0.00025318423,0.0001568094,0.0013833779,0.00019577962,0.00016167921,0.0001694275,0.000690302,0.000019621253],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011919651,0.00038980454,0.6990875,0.00002181966,0.00012615284,0.000020566431,0.006511629,0.00003588872,0.000016371232,0.000024428688,0.29217353,0.00040034595],"study_design_scores_gemma":[0.0052040615,0.00088081654,0.9701543,0.00022578854,0.00007582559,9.352858e-7,0.002276464,0.000052777363,0.000050258746,0.00090609625,0.019939201,0.00023350157],"about_ca_topic_score_codex":0.26123616,"about_ca_topic_score_gemma":0.4508304,"teacher_disagreement_score":0.27223435,"about_ca_system_score_codex":0.00018679694,"about_ca_system_score_gemma":0.00043224526,"threshold_uncertainty_score":0.999992},"labels":[],"label_agreement":null},{"id":"W4220778604","doi":"10.1016/s2352-3018(22)00068-6","title":"Tailoring care for frail and lonely older people with HIV in Canada: a cross-sectional study","year":2022,"lang":"en","type":"article","venue":"The Lancet HIV","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Human immunodeficiency virus (HIV); Older people; Health care; MEDLINE; Foundation (evidence); Primary care","score_opus":0.027120178253324745,"score_gpt":0.27880713225006704,"score_spread":0.2516869539967423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220778604","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953058,0.0002394689,0.00002834118,0.002787737,0.00013669505,0.00097367575,0.00015702685,0.00002506328,0.00034619545],"genre_scores_gemma":[0.99744785,0.0000027757565,0.00011011449,0.00046085843,0.00023886643,0.00044646434,0.000045231714,0.000021758913,0.0012260911],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989851,0.000036858997,0.00014875701,0.00023238956,0.00033394474,0.0002629168],"domain_scores_gemma":[0.9994644,0.00012193344,0.000044030538,0.00026640124,0.00005546012,0.00004777504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018940898,0.00010448815,0.00026291684,0.00003623777,0.00022988947,0.000020071762,0.00012980566,0.000013504537,0.00010806515],"category_scores_gemma":[0.00003772946,0.00007506675,0.000017065588,0.00015664968,0.000027795584,0.000036425106,0.0000951571,0.0002781967,0.0000016824895],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043086012,0.000048645583,0.9872269,0.00008020654,0.000036509726,0.000033566084,0.0073307888,0.00058275176,0.000012633391,0.000018255545,0.004055877,0.00014300868],"study_design_scores_gemma":[0.0055446783,0.00022526458,0.9802077,0.000021995531,0.000023819899,0.00007110119,0.00964275,0.00025982628,0.000015007241,0.000013974532,0.00387809,0.00009583272],"about_ca_topic_score_codex":0.23945901,"about_ca_topic_score_gemma":0.855491,"teacher_disagreement_score":0.61603194,"about_ca_system_score_codex":0.0004671754,"about_ca_system_score_gemma":0.0004678016,"threshold_uncertainty_score":0.7656055},"labels":[],"label_agreement":null},{"id":"W4220782823","doi":"10.2106/jbjs.21.01053","title":"Conceptualizing Biological Aging and Frailty in Orthopaedics","year":2022,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Construct (python library); Orthopedic surgery; Quality of life (healthcare); MEDLINE; Host (biology); Quality (philosophy)","score_opus":0.08273307499618385,"score_gpt":0.2880495786841919,"score_spread":0.20531650368800805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220782823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894561,0.0063536176,0.00003572806,0.003732488,0.000242295,0.0000538407,0.0000029804498,0.000007365798,0.000115582145],"genre_scores_gemma":[0.99692345,0.0013652031,0.00027601747,0.0011984373,0.00015046167,0.0000018593969,0.0000026403175,0.000007921389,0.00007402468],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986609,0.00011450669,0.0007120277,0.00011032716,0.00023634221,0.00016590375],"domain_scores_gemma":[0.999053,0.00039466604,0.00030884912,0.00006646324,0.00004773545,0.00012931266],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017561361,0.000085161315,0.00061077334,0.0003338904,0.00007100874,0.000011516038,0.00001039257,0.000038748785,0.00013593656],"category_scores_gemma":[0.0006453529,0.00006766904,0.00013041083,0.00015377934,0.00008848486,0.000081600505,0.00008501054,0.00049369765,4.5618947e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022077082,0.00014889246,0.9514751,0.00009674922,0.000050910894,0.00337622,0.0013830371,0.000013993396,0.0045425803,0.00006517816,0.007878246,0.030748362],"study_design_scores_gemma":[0.0022931367,0.0005506365,0.94534385,0.00065398007,0.00005207127,0.01251114,0.004599928,0.00016234635,0.00031398964,0.00048305173,0.032822322,0.00021352916],"about_ca_topic_score_codex":0.00001849155,"about_ca_topic_score_gemma":0.000003146233,"teacher_disagreement_score":0.030534832,"about_ca_system_score_codex":0.00004356577,"about_ca_system_score_gemma":0.000095429175,"threshold_uncertainty_score":0.27594632},"labels":[],"label_agreement":null},{"id":"W4220788688","doi":"10.2196/36762","title":"SciKit Digital Health: Python Package for Streamlined Wearable Inertial Sensor Data Processing","year":2022,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Frailty in Older Adults","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Pfizer","keywords":"Python (programming language); Computer science; Software; Wearable computer; Inertial measurement unit; Embedded system; Artificial intelligence; Operating system","score_opus":0.0980160092275634,"score_gpt":0.40156641998253956,"score_spread":0.30355041075497613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220788688","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8095545,0.011272229,0.0018529894,0.16067429,0.0011339276,0.007839821,0.0059535927,0.00077368604,0.0009449685],"genre_scores_gemma":[0.9807262,0.00037720572,0.0035236713,0.008891172,0.0008719614,0.0003039878,0.0027476877,0.00010450748,0.0024536308],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965982,0.0001078059,0.0007613756,0.00087963353,0.0005708758,0.0010821135],"domain_scores_gemma":[0.9974914,0.00016269046,0.00037051676,0.00087181415,0.00010572392,0.0009978265],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00094831723,0.00027829202,0.0006383759,0.00020044403,0.0011400887,0.0000931324,0.00027735415,0.000081568876,0.00005949866],"category_scores_gemma":[0.00024707476,0.00026419995,0.00005389633,0.00041817504,0.00009731117,0.00036054547,0.00032554762,0.0005964086,0.000008841553],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039077243,0.001463742,0.010905612,0.01693863,0.000049557337,0.000051242383,0.0037416718,0.000017107805,0.00015230944,0.00012724628,0.13245165,0.8301935],"study_design_scores_gemma":[0.03236629,0.016977016,0.05581392,0.0015680309,0.00031854308,0.00167053,0.008859322,0.039435025,0.00010661117,0.0006024608,0.8407074,0.0015748169],"about_ca_topic_score_codex":0.00033757993,"about_ca_topic_score_gemma":0.00008095538,"teacher_disagreement_score":0.8286187,"about_ca_system_score_codex":0.0003699302,"about_ca_system_score_gemma":0.0026528756,"threshold_uncertainty_score":0.99998105},"labels":[],"label_agreement":null},{"id":"W4220806157","doi":"10.1016/s0735-1097(22)01380-8","title":"IMPACT OF PHYSICAL FRAILTY ON SURVIVAL AND QUALITY OF LIFE IN HEART FAILURE PATIENTS","year":2022,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Heart failure; Quality of life (healthcare); Gerontology; Intensive care medicine; Internal medicine; Nursing","score_opus":0.02648188553413296,"score_gpt":0.32708597035228476,"score_spread":0.3006040848181518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220806157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975102,0.0000424262,0.000004106333,0.0016502267,0.00013930502,0.0001769815,0.0002965965,0.0000014621007,0.00017872335],"genre_scores_gemma":[0.99966437,0.000008520034,0.00010118468,0.00009288975,0.00010227956,0.0000019853164,0.0000014094875,0.000010305692,0.000017049895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975777,0.00096488785,0.0006738241,0.00011123478,0.0005210713,0.00015122662],"domain_scores_gemma":[0.997665,0.0006150603,0.0011065733,0.00028917473,0.00023654792,0.0000876834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064283126,0.00011303266,0.0015650986,0.00016309974,0.000024763502,6.0502407e-7,0.00019607645,0.000027683105,0.000010602137],"category_scores_gemma":[0.0010265675,0.00007418446,0.00053208723,0.00039783443,0.00048041338,0.000026211106,0.00014412917,0.00043121903,1.4208325e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030496828,0.00030191065,0.9831146,0.000037397625,0.0003848763,0.000007893207,0.00013789418,0.0018705771,0.0064359815,0.00004776873,0.0043878094,0.00022358418],"study_design_scores_gemma":[0.002856076,0.0073090405,0.9882036,0.000040772047,0.000056776127,0.000059719572,0.00070783444,0.000021030037,0.00025238012,0.00005625941,0.0003806295,0.000055869874],"about_ca_topic_score_codex":0.00021871756,"about_ca_topic_score_gemma":0.000014081938,"teacher_disagreement_score":0.00700713,"about_ca_system_score_codex":0.00012894039,"about_ca_system_score_gemma":0.00032386804,"threshold_uncertainty_score":0.30251548},"labels":[],"label_agreement":null},{"id":"W4220838595","doi":"10.1186/s12877-022-02843-9","title":"Prioritization of indicators of the quality of care provided to older adults with frailty by key stakeholders from five canadian provinces","year":2022,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Toronto; University of Calgary; Université Laval; Institute of Aging; Natural Sciences and Engineering Research Council of Canada","funders":"Government of Canada; Canadian Frailty Network; Université Laval","keywords":"Medicine; Health care; Thematic analysis; Focus group; Quality of life (healthcare); Gerontology; Quality management; Population; Nursing; Quality (philosophy); Qualitative research; Family medicine; Environmental health","score_opus":0.02107182420913555,"score_gpt":0.2615417583024936,"score_spread":0.24046993409335804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220838595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931662,0.00041549202,0.000117120675,0.00045510416,0.00015668504,0.0021291024,0.0033027504,0.000018308203,0.00023924113],"genre_scores_gemma":[0.9976982,0.0000059871304,0.0015629788,0.0001394512,0.000032204298,0.00007578931,0.00031225197,0.000027905498,0.00014521784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99775356,0.00019528308,0.00059621193,0.00032996357,0.0008889279,0.00023606421],"domain_scores_gemma":[0.9981015,0.00015629629,0.0005880991,0.00057662366,0.00034881083,0.00022870564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022602742,0.0001643581,0.00042199742,0.00024137014,0.00009845227,0.0000063282446,0.00032635557,0.00008458778,0.00011695308],"category_scores_gemma":[0.0006874132,0.00012856515,0.00009075878,0.0011655382,0.00009141647,0.000053510903,0.000105730054,0.00019537243,6.3618535e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012193213,0.0003391534,0.92246664,0.0020166845,0.00012248714,0.0000035499138,0.059432548,0.0005513759,0.0014389446,0.000093546885,0.007844657,0.0044710683],"study_design_scores_gemma":[0.0059997146,0.0013261785,0.9093643,0.00045023466,0.00025528917,0.000002683743,0.058700636,0.000061024053,0.02040516,0.000022255514,0.0030170416,0.0003954796],"about_ca_topic_score_codex":0.2090938,"about_ca_topic_score_gemma":0.1689383,"teacher_disagreement_score":0.040155496,"about_ca_system_score_codex":0.00037791676,"about_ca_system_score_gemma":0.0027248939,"threshold_uncertainty_score":0.8462264},"labels":[],"label_agreement":null},{"id":"W4220850165","doi":"10.1159/000523674","title":"Methods of Assessing Frailty in the Critically Ill: A Systematic Review of the Current Literature","year":2022,"lang":"en","type":"review","venue":"Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; MEDLINE; Randomized controlled trial; Quality of life (healthcare); Systematic review; Meta-analysis; Intensive care; Cochrane Library; Intensive care medicine; Intensive care unit; Emergency medicine; Clinical trial; Internal medicine","score_opus":0.17016766061623126,"score_gpt":0.5005754757309371,"score_spread":0.33040781511470585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220850165","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[3.2306858e-7,0.9918934,0.00023234748,0.0015389773,0.0007565989,0.0038974443,0.000043616412,0.000011871843,0.0016254184],"genre_scores_gemma":[0.0000024779179,0.994982,0.002545002,0.0015083582,0.000059150938,0.0006970436,0.00006781448,0.000032882104,0.00010529406],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9886889,0.007968319,0.0020949962,0.00038627838,0.0005368964,0.0003246432],"domain_scores_gemma":[0.99302703,0.0038237567,0.0010863744,0.0016974527,0.00031798126,0.000047410846],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0037212747,0.00038847612,0.00503738,0.00015117647,0.000046610232,0.000013167749,0.00097050855,0.00025682445,0.00018351666],"category_scores_gemma":[0.016963689,0.00018164472,0.0009873814,0.00085966394,0.00022930533,0.0000417931,0.00024279098,0.0018159528,0.000002622762],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001198379,0.00008046072,9.690842e-7,0.6684068,0.00008532411,0.000017585955,0.0002832564,7.1675506e-9,1.2867689e-7,0.00037023978,0.0006042491,0.3301498],"study_design_scores_gemma":[0.00010840472,0.00005118801,0.000010624246,0.6076312,0.0028638276,0.00068506657,0.000052332725,0.0000015242668,1.5273145e-7,0.000078945726,0.38842747,0.00008926157],"about_ca_topic_score_codex":0.000010277793,"about_ca_topic_score_gemma":0.000011858771,"teacher_disagreement_score":0.3878232,"about_ca_system_score_codex":0.00017710125,"about_ca_system_score_gemma":0.00061875983,"threshold_uncertainty_score":0.99131685},"labels":[],"label_agreement":null},{"id":"W4220857399","doi":"10.1097/ccm.0000000000005533","title":"Outcomes After Direct Discharge Home From Critical Care Units","year":2022,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University of Alberta; Alberta Health Services; Health Sciences Centre; Lawson Health Research Institute; Sunnybrook Health Science Centre; Western University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Propensity score matching; Odds ratio; Emergency department; Emergency medicine; Cohort; Intensive care; Intensive care unit; Population; Subgroup analysis; Cohort study; Internal medicine; Confidence interval; Intensive care medicine","score_opus":0.029754724518798084,"score_gpt":0.3343116877630525,"score_spread":0.3045569632442544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220857399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73947483,0.057454348,0.00027411204,0.16008739,0.0083289,0.0013392465,0.003572782,0.00087282195,0.02859556],"genre_scores_gemma":[0.98731005,0.000018301027,0.0002791682,0.008916162,0.0012061184,0.00034695351,0.00095722737,0.00010356947,0.00086242694],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99588054,0.00027811652,0.00060467917,0.0008354641,0.0015640854,0.00083708856],"domain_scores_gemma":[0.9952919,0.0020117483,0.00002836272,0.0009409785,0.00085941976,0.00086761906],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018587659,0.0004564999,0.0010581112,0.00022442207,0.00033415222,0.000024341642,0.00032081455,0.00015220184,0.013181821],"category_scores_gemma":[0.007290968,0.00036192234,0.00017655427,0.000564158,0.0009950686,0.00012006757,0.00040914,0.0011136897,0.00014412242],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019286338,0.00072626636,0.82370454,0.0048143975,0.00032862966,0.012341748,0.07543626,0.000003175128,0.0013954435,0.00939098,0.049677927,0.02025199],"study_design_scores_gemma":[0.015464719,0.0063642934,0.534972,0.0021419816,0.0036012481,0.0005071895,0.26395386,0.000100218575,0.00095075334,0.0020543437,0.1678395,0.0020498778],"about_ca_topic_score_codex":0.00038291526,"about_ca_topic_score_gemma":0.00006840845,"teacher_disagreement_score":0.28873253,"about_ca_system_score_codex":0.0004180482,"about_ca_system_score_gemma":0.00020302362,"threshold_uncertainty_score":0.9998833},"labels":[],"label_agreement":null},{"id":"W4220860125","doi":"10.1590/fm.2022.35108","title":"SPPB as a predictor of functional loss of hospitalized older adults","year":2022,"lang":"en","type":"article","venue":"Fisioterapia em Movimento","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Logistic regression; Activities of daily living; Receiver operating characteristic; Prospective cohort study; Cohort; Depression (economics); Internal medicine; Physical therapy","score_opus":0.00812314522139617,"score_gpt":0.24513076705929704,"score_spread":0.23700762183790086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220860125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948602,0.0005633162,0.00011286598,0.0011280043,0.0006317629,0.00089710654,0.00020341799,0.00006810457,0.0015352622],"genre_scores_gemma":[0.99184006,0.000019838253,0.00044623058,0.0005759517,0.00012572466,0.000087650624,0.00029553456,0.00004235985,0.006566673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997493,0.00007786201,0.0006196403,0.0003541844,0.0011604376,0.00029485536],"domain_scores_gemma":[0.9986911,0.000078984085,0.000272496,0.0005895294,0.00020070488,0.00016717744],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018644995,0.00022322562,0.00048398075,0.00022989992,0.000078774036,0.000008252236,0.00020848928,0.000081384176,0.011755061],"category_scores_gemma":[0.00008769142,0.00021599258,0.0002472905,0.00036297977,0.00008896097,0.00009269825,0.00023433585,0.00025339567,0.000039016883],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.034795552,0.015315794,0.42663112,0.0044855466,0.0045470353,0.00081063446,0.06975558,0.001185553,0.05566586,0.0024533414,0.3642777,0.02007628],"study_design_scores_gemma":[0.037161272,0.0073884493,0.9000887,0.0013227985,0.00038208658,0.00034983575,0.00289659,0.0015376806,0.021263735,0.0007899875,0.02612525,0.0006935889],"about_ca_topic_score_codex":0.00017137,"about_ca_topic_score_gemma":0.0000030101476,"teacher_disagreement_score":0.4734576,"about_ca_system_score_codex":0.00014030497,"about_ca_system_score_gemma":0.00015961225,"threshold_uncertainty_score":0.9891483},"labels":[],"label_agreement":null},{"id":"W4220889936","doi":"10.1016/j.jgo.2022.02.015","title":"The impact of the modified frailty index on clinical outcomes for patients with stage IV non-small cell lung cancer receiving chemotherapy","year":2022,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CancerCare Manitoba; University of Manitoba","funders":"Canadian Institutes of Health Research; Max Rady College of Medicine, University of Manitoba; AstraZeneca; University of Manitoba; CancerCare Manitoba Foundation; Manitoba Medical Service Foundation","keywords":"Medicine; Internal medicine; Lung cancer; Cohort; Chemotherapy; Oncology; Retrospective cohort study; Proportional hazards model; Nausea; Performance status; Cancer","score_opus":0.029821294231230974,"score_gpt":0.3757530591376263,"score_spread":0.3459317649063953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220889936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937494,0.00012841042,0.00021025717,0.0030030182,0.0014167945,0.0010813856,0.00005068422,0.0000052953733,0.0003547832],"genre_scores_gemma":[0.99707824,0.0001933921,0.00031800382,0.00060092274,0.00036246423,0.000042547807,0.0000019830363,0.000036261372,0.0013661846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776715,0.00029975982,0.0009709381,0.00017555249,0.00047323777,0.0003133637],"domain_scores_gemma":[0.9955217,0.0018496579,0.0017638631,0.00036078304,0.00038169374,0.00012226033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012672473,0.00018337801,0.0007373157,0.00011924972,0.00022484093,0.00001086973,0.00044077323,0.00012760182,0.00012789486],"category_scores_gemma":[0.00041004777,0.00008503966,0.0005528497,0.0003048166,0.000094403076,0.0000422095,0.000087931614,0.0008977408,3.9031224e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0065122545,0.001201361,0.9668779,0.000036266596,0.00055132265,0.000008071912,0.00054150535,0.0028328088,0.000056340607,0.0000023077378,0.010088499,0.011291378],"study_design_scores_gemma":[0.015729483,0.010854513,0.9682717,0.00003077262,0.00020158119,0.000013247983,0.00016947123,0.0008679826,0.00002786462,0.000019943145,0.0037185138,0.00009492763],"about_ca_topic_score_codex":0.00014934027,"about_ca_topic_score_gemma":0.000055809804,"teacher_disagreement_score":0.01119645,"about_ca_system_score_codex":0.00087331934,"about_ca_system_score_gemma":0.0015711144,"threshold_uncertainty_score":0.39002872},"labels":[],"label_agreement":null},{"id":"W4220892480","doi":"10.3389/fmed.2022.829762","title":"Effects of Frailty on Outcomes Following Surgery Among Patients With Hip Fractures: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Frontiers in Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Cochrane Library; Subgroup analysis; Relative risk; Confidence interval; Cohort study; Internal medicine; Prospective cohort study; Adverse effect; Hip fracture; Surgery; Osteoporosis","score_opus":0.0462380247751284,"score_gpt":0.3312710316220824,"score_spread":0.285033006846954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220892480","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000058522022,0.9905835,0.00011253293,0.00024022405,0.00045153793,0.00839511,0.000042400763,0.0000407961,0.00007537999],"genre_scores_gemma":[0.00020161203,0.9949439,0.00038262867,0.0014525014,0.000023667384,0.001661751,0.00053090736,0.000118789016,0.0006842372],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9930274,0.0012562283,0.0024900606,0.0009047556,0.0018266535,0.0004949154],"domain_scores_gemma":[0.9919718,0.004398946,0.001902566,0.0013546931,0.00008501752,0.00028700315],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0021252295,0.0010344897,0.03136671,0.002099859,0.000065491135,0.000008363418,0.0003563541,0.00029095061,0.00029714286],"category_scores_gemma":[0.007059996,0.000537254,0.0032565852,0.0023734455,0.00022331161,0.000082243096,0.00009640606,0.0010878168,0.000001732049],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012552939,0.00015488385,0.0075905705,0.786125,0.19747561,0.00018486616,0.00012519861,3.9237975e-7,1.3913873e-9,4.6119467e-7,0.0052800113,0.0030504742],"study_design_scores_gemma":[0.00085182744,0.00026568133,0.002024033,0.22655153,0.7610015,0.000003526016,0.000039838,9.2466837e-7,6.355247e-8,0.0000034147731,0.008925353,0.00033230602],"about_ca_topic_score_codex":0.000101522826,"about_ca_topic_score_gemma":0.000012295537,"teacher_disagreement_score":0.5635259,"about_ca_system_score_codex":0.0003466859,"about_ca_system_score_gemma":0.00016299041,"threshold_uncertainty_score":0.9997079},"labels":[],"label_agreement":null},{"id":"W4220919776","doi":"10.5334/ijic.5953","title":"Improving In-Hospital Care For Older Adults: A Mixed Methods Study Protocol to Evaluate a System-Wide Sub-Acute Care Intervention in Canada","year":2022,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; George & Fay Yee Centre for Healthcare Innovation; Manitoba Health","funders":"","keywords":"Psychological intervention; Protocol (science); Medicine; Audit; Blueprint; Acute care; Intervention (counseling); Nursing; Transitional care; Health care; Medical emergency; Alternative medicine; Business","score_opus":0.00898808886913834,"score_gpt":0.35235087039252383,"score_spread":0.3433627815233855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220919776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9408226,0.00037967056,0.0015676493,0.0004947958,0.0031885079,0.053026956,0.00043776547,0.000024906254,0.000057163328],"genre_scores_gemma":[0.95382404,8.417016e-7,0.0027485052,0.00014100503,0.00012676329,0.04290096,0.00017563024,0.000056745663,0.0000254921],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9958643,0.0005369433,0.0014797298,0.00042662065,0.0013434992,0.000348927],"domain_scores_gemma":[0.9939652,0.00016976743,0.00067646266,0.00024642592,0.0047605033,0.00018165038],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006961102,0.00032259454,0.0006605441,0.00089754374,0.00007460311,0.000063908425,0.0006769543,0.00006573188,0.000068571295],"category_scores_gemma":[0.0008722638,0.00028667616,0.00029647566,0.00050815,0.000015253272,0.00018369906,0.00022788679,0.0008282206,0.0000010101849],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016233338,0.001483953,0.1333256,0.0027373678,0.0016211245,0.00629436,0.14613488,0.0040617753,0.0014020174,0.000014762575,0.0024725038,0.6842183],"study_design_scores_gemma":[0.021822698,0.0052578473,0.025048997,0.0044165608,0.00019439608,0.00032932058,0.9345042,0.0015807642,0.0046835816,0.0000021484177,0.0018164101,0.0003430481],"about_ca_topic_score_codex":0.37642047,"about_ca_topic_score_gemma":0.61387616,"teacher_disagreement_score":0.78836936,"about_ca_system_score_codex":0.02270805,"about_ca_system_score_gemma":0.003953076,"threshold_uncertainty_score":0.9999585},"labels":[],"label_agreement":null},{"id":"W4220943121","doi":"10.1093/gerona/glac067","title":"Applying the AFRAID and FRIGHT Clocks to Novel Preclinical Mouse Models of Polypharmacy","year":2022,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Institute on Aging; National Institutes of Health","keywords":"Polypharmacy; Deprescribing; Context (archaeology); Medicine; Intervention (counseling); Confounding; Geriatrics; Gerontology; Demography; Internal medicine; Psychiatry","score_opus":0.12170460698355855,"score_gpt":0.37405213365351825,"score_spread":0.2523475266699597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220943121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9299626,0.0047526197,0.0013721894,0.061131433,0.00028610526,0.0013795024,0.00006742453,0.000024855603,0.0010233137],"genre_scores_gemma":[0.9938666,0.00037106377,0.0014418169,0.0023450297,0.00010682455,0.00020536319,0.0000017311594,0.000021797157,0.0016397323],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983485,0.00020602693,0.0006397908,0.0001762566,0.00035266794,0.00027677955],"domain_scores_gemma":[0.99843687,0.00049191294,0.0003474195,0.00047072943,0.00013477265,0.000118289274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010848836,0.00014550501,0.0005342164,0.000079436315,0.00027994896,0.000009034969,0.0004086671,0.000057107638,0.0004430563],"category_scores_gemma":[0.0002443975,0.00008388761,0.0001120394,0.00014494799,0.00039107955,0.00012257976,0.00039805338,0.0006083656,0.0000016885332],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03313819,0.004179927,0.025231762,0.00080957153,0.0048912633,0.00016657614,0.09506904,0.017241716,0.6420899,0.015386727,0.06787684,0.09391846],"study_design_scores_gemma":[0.05886399,0.02466494,0.057154067,0.0014226019,0.0054303743,0.04674432,0.10395401,0.02420516,0.23139839,0.036770433,0.40652114,0.002870565],"about_ca_topic_score_codex":0.0001805827,"about_ca_topic_score_gemma":0.00010465204,"teacher_disagreement_score":0.41069156,"about_ca_system_score_codex":0.000031806907,"about_ca_system_score_gemma":0.00009601832,"threshold_uncertainty_score":0.4851156},"labels":[],"label_agreement":null},{"id":"W4220944055","doi":"10.33448/rsd-v11i3.26766","title":"Accuracy of functional tests to identify frail community elderly","year":2022,"lang":"en","type":"article","venue":"Research Society and Development","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Gait; Timed Up and Go test; Test (biology); Older people; Gerontology; Activities of daily living; Physical therapy; Physical medicine and rehabilitation; Balance (ability); Internal medicine","score_opus":0.17561878000152273,"score_gpt":0.4325217944936891,"score_spread":0.25690301449216635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220944055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992895,0.00035721026,0.00029046394,0.004866359,0.000081077764,0.00051774364,0.000015480535,0.00003161863,0.0009450205],"genre_scores_gemma":[0.99085027,0.00007522026,0.005331001,0.0006247514,0.00003683519,0.00017480647,0.000070027876,0.000012726732,0.0028243721],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99765366,0.00026501008,0.00024957582,0.00018580919,0.0013087557,0.00033717102],"domain_scores_gemma":[0.9982463,0.0008592999,0.000038080612,0.00028153535,0.0003515376,0.00022324726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027030674,0.00008979068,0.00017674502,0.00008872666,0.0010967118,0.000022554945,0.00016761373,0.000045683526,0.00073310395],"category_scores_gemma":[0.0006093383,0.000087930595,0.00005864962,0.000489089,0.00014351461,0.000061553474,0.00084575184,0.0010622739,0.000035373072],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051125186,0.0019028671,0.05387992,0.001172796,0.00054792623,0.00002934493,0.07502357,0.000082664,0.043544356,0.0002665685,0.618279,0.20475973],"study_design_scores_gemma":[0.0015394974,0.00073020643,0.7259532,0.00010738734,0.000007517912,0.000045192926,0.017332641,0.00003157852,0.003578731,0.0002652377,0.25026044,0.00014832655],"about_ca_topic_score_codex":0.00018016803,"about_ca_topic_score_gemma":0.000028166092,"teacher_disagreement_score":0.6720733,"about_ca_system_score_codex":0.00033075246,"about_ca_system_score_gemma":0.00092324027,"threshold_uncertainty_score":0.8435132},"labels":[],"label_agreement":null},{"id":"W4220974491","doi":"10.1186/s41687-022-00438-x","title":"A systematic review and recommendations for prom instruments for older people with frailty in emergency care","year":2022,"lang":"en","type":"review","venue":"Journal of Patient-Reported Outcomes","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"BMA Foundation for Medical Research; Fondation pour la Recherche Médicale; British Medical Association; National Institute for Health and Care Research","keywords":"Prom; Checklist; Medicine; Autonomy; Health care; Population; Quality of life (healthcare); Emergency department; Gerontology; MEDLINE; Psychology; Nursing; Environmental health","score_opus":0.05307332385399985,"score_gpt":0.372564044168448,"score_spread":0.31949072031444814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220974491","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025283813,0.9822608,0.00005141097,0.000925919,0.000713202,0.015556657,0.00019857382,0.000015253426,0.000025302465],"genre_scores_gemma":[0.000052401014,0.9933347,0.0024421397,0.00021320816,0.000038710445,0.0029359008,0.000523017,0.00009702965,0.0003628936],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99433476,0.00017842157,0.004215872,0.0003699496,0.000580724,0.0003202832],"domain_scores_gemma":[0.9926518,0.0004018869,0.0056726965,0.00050903147,0.00057228503,0.00019228853],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005867037,0.0005079118,0.0049971053,0.000538927,0.00011198598,0.000019550194,0.00019989148,0.00014861737,0.00020869925],"category_scores_gemma":[0.002333641,0.00032124502,0.0008922834,0.000500006,0.000018126082,0.00016896025,0.00007070838,0.0005292025,7.2242585e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024923524,0.00022769603,0.0034226666,0.9135981,0.0019431784,0.000035888228,0.0011409491,1.3295134e-7,1.7859417e-8,0.0000029514435,0.0022445437,0.07735895],"study_design_scores_gemma":[0.0038214165,0.0017943579,0.0004376646,0.6561049,0.030810991,0.0021119372,0.0016472663,0.0000018032428,2.495491e-7,0.000019453235,0.30274907,0.00050088414],"about_ca_topic_score_codex":0.000015901323,"about_ca_topic_score_gemma":0.00007184221,"teacher_disagreement_score":0.3005045,"about_ca_system_score_codex":0.0005001198,"about_ca_system_score_gemma":0.0006831482,"threshold_uncertainty_score":0.99992394},"labels":[],"label_agreement":null},{"id":"W4220976471","doi":"10.1186/s12877-022-02755-8","title":"Prevalence of healthy aging among community dwelling adults age 70 and older from five European countries","year":2022,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Nestec; DSM Nutritional Products; Universität Zürich; European Commission; Pfizer","keywords":"Medicine; Logistic regression; Gerontology; Montreal Cognitive Assessment; Demography; Cross-sectional study; Depression (economics); Multivariate analysis; Grip strength; Cognitive impairment; Cognition; Physical therapy; Internal medicine; Psychiatry","score_opus":0.021238146735414038,"score_gpt":0.26032049085181164,"score_spread":0.2390823441163976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220976471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951961,0.0026154902,0.00040226136,0.00020490751,0.00030035208,0.000517121,0.00023918656,0.00008616923,0.00043843524],"genre_scores_gemma":[0.9962946,0.00061903114,0.001972195,0.0003558255,0.00015452148,0.000015212664,0.00009035687,0.00004163274,0.000456612],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978397,0.000719087,0.00045175632,0.00027303715,0.0004447943,0.00027165198],"domain_scores_gemma":[0.9981857,0.00069245126,0.00028367864,0.0005794779,0.00011472552,0.00014396457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000912043,0.00017606361,0.0003238195,0.00013099682,0.00040939153,0.000024884454,0.00025774984,0.000041516356,0.00016044828],"category_scores_gemma":[0.0003071086,0.00018827966,0.000064731474,0.00027396696,0.00015617546,0.000096833064,0.00043720007,0.0006512117,0.000007238631],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053441577,0.00033960622,0.9521291,0.0042500068,0.000055595927,0.000120745404,0.038149484,0.0006046102,0.00013624848,0.0000316641,0.0022838376,0.001364667],"study_design_scores_gemma":[0.003263303,0.00047602618,0.9874044,0.00037901037,0.0001739871,0.00002620737,0.0052357875,0.0015256113,0.00019167911,0.00006117688,0.0010183107,0.00024447494],"about_ca_topic_score_codex":0.002579691,"about_ca_topic_score_gemma":0.00017027374,"teacher_disagreement_score":0.035275307,"about_ca_system_score_codex":0.00009697408,"about_ca_system_score_gemma":0.000102055455,"threshold_uncertainty_score":0.7677822},"labels":[],"label_agreement":null},{"id":"W4220996404","doi":"10.1186/s13063-022-06172-5","title":"Retention in RCTs of physical rehabilitation for adults with frailty: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"Trials","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Impact; McMaster University","funders":"Canadian Frailty Network; Ontario Ministry of Research, Innovation and Science","keywords":"Medicine; Retention rate; Randomized controlled trial; Psychological intervention; Meta-analysis; Attrition; Physical therapy; Rehabilitation; Confidence interval; Internal medicine; Psychiatry; Dentistry","score_opus":0.32161150666375743,"score_gpt":0.464203418757389,"score_spread":0.1425919120936316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220996404","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004688365,0.97233033,0.000038353566,0.00030936633,0.000019213629,0.026887627,0.00036179923,0.000019273124,0.000029366647],"genre_scores_gemma":[0.000034288074,0.9864195,0.0009928901,0.000062566796,0.000034630928,0.011324125,0.0006579071,0.000045759476,0.00042835638],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9930736,0.0027858762,0.0028519656,0.0005726632,0.00054634706,0.00016955454],"domain_scores_gemma":[0.9867229,0.009651334,0.0025690028,0.00081214105,0.00017443571,0.00007022671],"candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0071382113,0.00039931835,0.022145964,0.00055228156,0.00002416292,0.000010296324,0.00013006016,0.00012747133,0.00021329851],"category_scores_gemma":[0.018328492,0.0002244457,0.0041102297,0.0013477202,0.000052925494,0.0000610513,0.00003663935,0.0002240037,0.0000030514796],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000086600776,0.000119750046,1.7613279e-7,0.9270562,0.06784221,0.000002389533,0.0002483617,5.03255e-7,1.2509763e-7,0.00004691402,0.00012060732,0.0044761556],"study_design_scores_gemma":[0.0010856921,0.00089366303,7.116748e-7,0.14957172,0.8384908,0.000010878999,0.00006109588,0.000009735039,2.4450725e-7,0.00003767649,0.00967779,0.0001600298],"about_ca_topic_score_codex":0.000043115888,"about_ca_topic_score_gemma":0.00003451813,"teacher_disagreement_score":0.7774845,"about_ca_system_score_codex":0.00012995071,"about_ca_system_score_gemma":0.000155914,"threshold_uncertainty_score":0.9923713},"labels":[],"label_agreement":null},{"id":"W4220998082","doi":"10.1007/s12603-022-1759-y","title":"Rationale and Design of the TARGET-EFT Trial: Multicomponent Intervention for Frail and Pre-frail Patients Hospitalized with Acute Cardiac Conditions","year":2022,"lang":"en","type":"article","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Jewish General Hospital; Faculty of Medicine and Health, University of Sydney; McGill University","keywords":"Medicine; Quality of life (healthcare); Randomized controlled trial; Intervention (counseling); Psychological intervention; Physical therapy; Population; Clinical trial; Malnutrition; Anemia; Acute care; Intensive care medicine; Gerontology; Health care; Internal medicine; Psychiatry; Nursing","score_opus":0.027577685780008562,"score_gpt":0.3170162483685107,"score_spread":0.28943856258850215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220998082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9662966,0.0013617324,0.008682563,0.018967316,0.00037058326,0.004113765,0.00019695632,0.000008512418,0.0000019532438],"genre_scores_gemma":[0.9935177,0.0004600741,0.0050922413,0.0005104467,0.000106672,0.00018822642,0.000058805064,0.000016804472,0.000049029044],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.99831027,0.00050429854,0.000562043,0.00009097537,0.00039562557,0.00013679155],"domain_scores_gemma":[0.9984578,0.00033599205,0.00072723243,0.00012335667,0.00027218836,0.000083449035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011312845,0.00009305782,0.00031325303,0.00010080232,0.000403368,0.0000124766575,0.000080313075,0.000019334342,0.000016906835],"category_scores_gemma":[0.00010084486,0.0000584759,0.000099708595,0.00011012838,0.0000862856,0.00012007384,0.00004237186,0.00023316022,7.301687e-8],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.435655,0.036515195,0.12868007,0.017479775,0.009205049,0.000044785,0.11825411,0.00976636,0.027450798,0.001283902,0.18880308,0.026861899],"study_design_scores_gemma":[0.39016548,0.032460947,0.5390882,0.0058380323,0.0021275906,0.0006724093,0.005160073,0.0059897844,0.0021126347,0.0046453006,0.01125823,0.00048133495],"about_ca_topic_score_codex":0.000037641745,"about_ca_topic_score_gemma":0.0000010668514,"teacher_disagreement_score":0.41040814,"about_ca_system_score_codex":0.00014678895,"about_ca_system_score_gemma":0.00012790869,"threshold_uncertainty_score":0.31024215},"labels":[],"label_agreement":null},{"id":"W4221031133","doi":"10.3390/curroncol29030144","title":"Plasma Aromatase Activity Index, Gonadotropins and Estrone Are Associated with Frailty Syndrome in Post-Menopausal Women with Breast Cancer","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitat de València","keywords":"Medicine; Breast cancer; Aromatase; Estrone; Internal medicine; Aromatase inhibitor; Oncology; Menopause; Hormone; Estrogen; Cancer; Frailty syndrome; Logistic regression; Gynecology; Endocrinology; Frailty Index","score_opus":0.040111499909211576,"score_gpt":0.32758524365606095,"score_spread":0.28747374374684936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221031133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9931543,0.0002126954,0.0000065125723,0.003856395,0.0002924688,0.00071430154,0.0016221639,0.00007776068,0.00006339122],"genre_scores_gemma":[0.9986222,0.000034691522,0.000023189108,0.0001752455,0.0000474502,0.0007212539,0.00020388396,0.000041295138,0.000130786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997972,0.00021825584,0.0002310901,0.00052772654,0.0004200208,0.0006309203],"domain_scores_gemma":[0.9989413,0.00014457855,0.00026121,0.00027371442,0.00010080532,0.00027837578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017943142,0.00028317474,0.00067353173,0.00021799984,0.00014465535,0.000012793014,0.00013649433,0.0001056917,0.0005167267],"category_scores_gemma":[0.000061419516,0.00023567826,0.000013240818,0.00044223815,0.0002459492,0.00012733768,0.00019807002,0.001035158,0.0000048778898],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0073106918,0.004704876,0.921396,0.00020028793,0.00049880974,0.0026283683,0.0017151053,0.00024561342,0.0009357533,0.000012763827,0.0010467186,0.059305],"study_design_scores_gemma":[0.010164229,0.007270543,0.97537863,0.00023702507,0.00009950777,0.0026098553,0.0007676501,0.00030164907,0.000011431661,0.000008156487,0.0028784748,0.00027286567],"about_ca_topic_score_codex":0.00042884078,"about_ca_topic_score_gemma":0.0038891304,"teacher_disagreement_score":0.059032135,"about_ca_system_score_codex":0.0026704916,"about_ca_system_score_gemma":0.0008394304,"threshold_uncertainty_score":0.96106803},"labels":[],"label_agreement":null},{"id":"W4221065585","doi":"10.1016/j.semradonc.2021.11.002","title":"The Evolution of Geriatric Oncology and Geriatric Assessment over the Past Decade","year":2022,"lang":"en","type":"review","venue":"Seminars in Radiation Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"National Cancer Institute; National Institutes of Health","keywords":"Geriatric oncology; Medicine; Geriatrics; Cancer; Gerontology; Cornerstone; Oncology; Cancer treatment; Disease; Personalized medicine; Internal medicine; Family medicine; Psychiatry; Bioinformatics","score_opus":0.023981690969187754,"score_gpt":0.38290560877183655,"score_spread":0.3589239178026488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221065585","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036953317,0.9882843,0.000025821157,0.0015693952,0.0017243503,0.0024034774,0.000040731087,0.000026068561,0.005556317],"genre_scores_gemma":[0.00028300908,0.99663126,0.0003709341,0.0001233923,0.0005829316,0.00086970814,0.00014055568,0.00005095473,0.0009472398],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99552083,0.0017408932,0.0013334717,0.0005145665,0.00044843377,0.0004417998],"domain_scores_gemma":[0.99201524,0.0058346195,0.0013625011,0.0006247743,0.00006458634,0.00009829109],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023659333,0.0003621849,0.0016397459,0.0006216919,0.00025977165,0.000015996904,0.00040938528,0.0006878161,0.0002769508],"category_scores_gemma":[0.00074230036,0.0002325702,0.00027917267,0.0013891417,0.0003191735,0.000057763267,0.00028209446,0.001373621,0.00000985247],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047819558,0.00019423981,0.0008837178,0.0014518696,0.00013376368,0.00004134975,0.00028691295,0.000010401817,9.62737e-7,0.0006121414,0.013911071,0.98242575],"study_design_scores_gemma":[0.0012588538,0.0012267322,0.0076333033,0.00045830323,0.0009892066,0.0005494885,0.0003929939,0.000118091906,1.0920751e-7,0.00013524966,0.98705477,0.00018292539],"about_ca_topic_score_codex":0.00014307824,"about_ca_topic_score_gemma":0.00011913381,"teacher_disagreement_score":0.9822428,"about_ca_system_score_codex":0.007794366,"about_ca_system_score_gemma":0.0035057182,"threshold_uncertainty_score":0.99601454},"labels":[],"label_agreement":null},{"id":"W4221089121","doi":"10.1158/1538-7445.sabcs21-p5-14-11","title":"Abstract P5-14-11: Retrospective analysis of VES13 questionnaire prior oncology consultation in the Senior Women’s Breast Cancer Clinic at tertiary care center, what have we learned?","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Referral; Breast cancer; Geriatric oncology; Family medicine; Medical record; Cancer; Descriptive statistics; Retrospective cohort study; Disease; Internal medicine","score_opus":0.05324888019399778,"score_gpt":0.4335206540575492,"score_spread":0.38027177386355143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221089121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9657257,0.0051767523,7.4061995e-7,0.026814008,0.0003280686,0.0011789518,0.0005460229,0.000023976201,0.00020573738],"genre_scores_gemma":[0.9896005,0.0056756698,0.000007769908,0.00049885386,0.00015522508,0.0019116908,0.00014155573,0.00003325915,0.0019754907],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959279,0.00083786383,0.0005624823,0.00062312227,0.0013958252,0.00065285986],"domain_scores_gemma":[0.9975921,0.0005128356,0.00022224839,0.00058108295,0.0009312873,0.00016043728],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017753874,0.00018517904,0.0005694139,0.00078132295,0.00033397492,0.000044461514,0.00037849133,0.00013647148,0.0042445646],"category_scores_gemma":[0.00033783566,0.00015138547,0.00016408061,0.0017143105,0.00045537011,0.00022050305,0.00026152533,0.0013208017,0.000016455877],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016460214,0.0005148276,0.84673744,0.00038451207,0.0006858269,0.00019973259,0.08927424,0.00047118915,0.0021000032,0.000008887143,0.005002257,0.05297503],"study_design_scores_gemma":[0.003244106,0.00034755736,0.91134125,0.00044200846,0.00018529649,0.000032233846,0.07876761,0.00015218696,0.00036378633,0.000022637652,0.004966529,0.00013480349],"about_ca_topic_score_codex":0.007403352,"about_ca_topic_score_gemma":0.038368065,"teacher_disagreement_score":0.06460377,"about_ca_system_score_codex":0.010638259,"about_ca_system_score_gemma":0.0015707796,"threshold_uncertainty_score":0.9992064},"labels":[],"label_agreement":null},{"id":"W4223469829","doi":"10.2196/31479","title":"Metadata Correction: A Comparison of Different Modeling Techniques in Predicting Mortality With the Tilburg Frailty Indicator: Longitudinal Study","year":2022,"lang":"en","type":"erratum","venue":"JMIR Medical Informatics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Metadata; Computer science; Data mining; Data science; Information retrieval; World Wide Web","score_opus":0.07467617790336127,"score_gpt":0.3791678680624767,"score_spread":0.3044916901591154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223469829","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9479242,0.00081630284,0.009765561,0.0014495592,0.011360288,0.011150348,0.0002719655,0.00074688776,0.016514907],"genre_scores_gemma":[0.9924849,0.00013212836,0.00037308157,0.00029998005,0.0007523969,0.001221973,0.0013569138,0.000084876265,0.0032937194],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99181217,0.00022876263,0.002409868,0.00036687005,0.0046512242,0.0005311042],"domain_scores_gemma":[0.99651104,0.00031841258,0.0012453055,0.0014076963,0.00017640738,0.00034112282],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0014850352,0.0006022423,0.0018388383,0.00046037164,0.0002072661,0.00006816412,0.0010104891,0.00064783887,0.0005985301],"category_scores_gemma":[0.000489202,0.00036827437,0.00018845516,0.0006849692,0.00036110287,0.00033268883,0.0008649148,0.0064795827,0.0000031616082],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003120738,0.0037786881,0.48680604,0.002388783,0.001230072,0.00010796409,0.030536653,0.00011648386,3.368218e-7,0.000012101173,0.46754342,0.0071673654],"study_design_scores_gemma":[0.0055322484,0.0068254606,0.10339351,0.0072631277,0.002658483,0.00040674277,0.10696839,0.7148697,0.000051854724,0.000021957361,0.05065888,0.0013496549],"about_ca_topic_score_codex":0.00046682273,"about_ca_topic_score_gemma":0.0013501152,"teacher_disagreement_score":0.7147532,"about_ca_system_score_codex":0.00043847042,"about_ca_system_score_gemma":0.0010313499,"threshold_uncertainty_score":0.9998769},"labels":[],"label_agreement":null},{"id":"W4223484154","doi":"10.1111/jgs.17788","title":"Patient outcomes related to receiving care on a dedicated Acute Care for Elders ( <scp>ACE</scp> ) unit versus with an <scp>ACE</scp> order set","year":2022,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Acute care; Intensive care unit; Set (abstract data type); Unit (ring theory); Patient care; Gerontology; Intensive care medicine; Health care; Nursing","score_opus":0.015240452958718152,"score_gpt":0.2926077380308398,"score_spread":0.2773672850721216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223484154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99120706,0.0004511359,0.00017407676,0.0048833806,0.001320161,0.0013497578,0.00030605524,0.00009580802,0.00021255249],"genre_scores_gemma":[0.9747838,0.00029517492,0.017687105,0.0056309593,0.00023647984,0.00011098287,0.00013727398,0.00022106718,0.00089720864],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99575835,0.00034117798,0.0008686466,0.0005244068,0.0017025732,0.000804852],"domain_scores_gemma":[0.99399966,0.001311623,0.0018683532,0.0008589145,0.0013787155,0.0005827634],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005097858,0.00050791586,0.0010501246,0.0002374031,0.0008119646,0.00007640127,0.00078880304,0.00013448358,0.0000143652705],"category_scores_gemma":[0.0016817459,0.00036327483,0.0007827695,0.0028840546,0.00024632484,0.00016430883,0.00034368128,0.0015487599,0.0000046173145],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023226407,0.0010944481,0.13276736,0.00041432012,0.007956316,0.00030214072,0.44159457,0.036788117,0.0020753958,0.0000207375,0.35666314,0.01800083],"study_design_scores_gemma":[0.017600691,0.03456702,0.048988726,0.0002897431,0.003516727,0.000515625,0.73016095,0.00054492056,0.000816965,0.000033052213,0.16258942,0.0003761925],"about_ca_topic_score_codex":0.00015905804,"about_ca_topic_score_gemma":0.00004172503,"teacher_disagreement_score":0.28856635,"about_ca_system_score_codex":0.0015047827,"about_ca_system_score_gemma":0.0010351121,"threshold_uncertainty_score":0.9998819},"labels":[],"label_agreement":null},{"id":"W4223954076","doi":"10.1186/s12877-022-02989-6","title":"Evaluations of postoperative transitions in care for older adults: a scoping review","year":2022,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; Queen's University","funders":"Canadian Frailty Network; University of Ottawa","keywords":"Medicine; MEDLINE; Data extraction; Health care; Family medicine; Transitional care; Intervention (counseling); Emergency department; Physical therapy; Nursing","score_opus":0.08763013066646974,"score_gpt":0.41711379704607,"score_spread":0.32948366637960025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223954076","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000021375156,0.9801348,0.0005495451,0.00020728601,0.00028009826,0.017513458,0.0010316381,0.00003346859,0.00024756277],"genre_scores_gemma":[0.0000017196905,0.98527825,0.0055913315,0.00018721011,0.00009617566,0.005402361,0.0032599333,0.000079498146,0.00010355085],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99702555,0.00033992247,0.0013865703,0.0005202234,0.00045038963,0.00027734126],"domain_scores_gemma":[0.9977708,0.0006655654,0.000463325,0.0005885693,0.00042267924,0.00008905999],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005005875,0.00037175685,0.0024562364,0.00047719385,0.0000994077,0.000009085197,0.00020211509,0.00020721357,0.00071206724],"category_scores_gemma":[0.0015425504,0.00034206425,0.0008469534,0.001395199,0.00003513643,0.000060610997,0.000052322255,0.00040496467,0.000010035964],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013254153,0.00010839968,0.0000023121295,0.59382117,0.000037868955,0.0000041507265,0.0014494661,0.0000035557307,4.3052705e-8,0.000021161524,0.00064866274,0.40388998],"study_design_scores_gemma":[0.0016827376,0.00023187631,0.000007942372,0.6536209,0.0030607868,0.000053916046,0.00068036985,0.000012836321,3.3391802e-7,0.0000028409927,0.34034485,0.00030064044],"about_ca_topic_score_codex":0.000022501865,"about_ca_topic_score_gemma":0.00023597099,"teacher_disagreement_score":0.40358934,"about_ca_system_score_codex":0.00046323423,"about_ca_system_score_gemma":0.0033610412,"threshold_uncertainty_score":0.99990314},"labels":[],"label_agreement":null},{"id":"W4223967289","doi":"10.2196/28338","title":"Frailty Factors and Outcomes in Patients Undergoing Orthopedic Surgery: Protocol for a Systematic Review and Meta-analysis","year":2022,"lang":"en","type":"review","venue":"JMIR Research Protocols","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Key Research and Development Program of China","keywords":"Medicine; Orthopedic surgery; Cochrane Library; Checklist; MEDLINE; Meta-analysis; Systematic review; Psychological intervention; Physical therapy; Gerontology; Internal medicine; Surgery; Psychiatry; Psychology","score_opus":0.5593246955463389,"score_gpt":0.5961677582563834,"score_spread":0.03684306271004445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223967289","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.9421549e-7,0.16351755,0.0000018935921,0.00015673401,0.0000015484038,0.8359945,0.00023690258,0.000048002486,0.000042717526],"genre_scores_gemma":[9.083917e-8,0.0860152,0.00006951074,0.000097307304,0.000013020044,0.91162497,0.00023704937,0.0001376951,0.001805128],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.98885554,0.0038121252,0.0027548266,0.0013718447,0.0021829943,0.0010226696],"domain_scores_gemma":[0.9869802,0.009475474,0.0010903924,0.0015816966,0.0004049523,0.0004673088],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006920877,0.0009554807,0.015324949,0.0021857289,0.00028372995,0.00018618084,0.00047242083,0.00036199798,0.0009227202],"category_scores_gemma":[0.009294755,0.0005568782,0.0028950963,0.0028370004,0.00019400126,0.00020869383,0.00070329465,0.0016351166,0.0000096955655],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040567742,0.00054710935,0.0047313175,0.9622639,0.027990995,0.000017041451,0.000046739635,1.5857578e-8,1.5873133e-9,0.000007235086,0.0016911296,0.0026639747],"study_design_scores_gemma":[0.0016580535,0.0009485757,0.0002705183,0.37166792,0.088958174,0.000007876091,0.000021442187,0.0000010397465,4.5148326e-8,0.000014312458,0.53596836,0.0004837011],"about_ca_topic_score_codex":0.000037033144,"about_ca_topic_score_gemma":0.00009859011,"teacher_disagreement_score":0.59059596,"about_ca_system_score_codex":0.00054494874,"about_ca_system_score_gemma":0.0011603042,"threshold_uncertainty_score":0.9999906},"labels":[],"label_agreement":null},{"id":"W4224067927","doi":"10.1177/21501319221092245","title":"Pre-Existing Frailty is Unrelated to Progression of Diffuse Subcortical Damage of Vascular Origin: A Longitudinal Prospective Study in Community-Dwelling Older Adults","year":2022,"lang":"en","type":"article","venue":"Journal of Primary Care & Community Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Medicine; Confounding; Prospective cohort study; Proportional hazards model; Hyperintensity; Poisson regression; Longitudinal study; Gerontology; Internal medicine; Cohort; Cohort study; Population; Magnetic resonance imaging; Pathology","score_opus":0.05387869203206566,"score_gpt":0.37821144043374816,"score_spread":0.32433274840168247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224067927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947697,0.0013535481,0.00020447705,0.00053849904,0.00019119325,0.0025152687,0.000056506047,0.000030654974,0.00034014115],"genre_scores_gemma":[0.99668825,0.000084883,0.0026336757,0.00037707688,0.00004711901,0.000036614256,0.000060933715,0.0000564567,0.000014974446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9903304,0.005184702,0.00212229,0.00023553263,0.0016151178,0.00051195134],"domain_scores_gemma":[0.994514,0.0010390687,0.0013992314,0.0013907294,0.0012223247,0.00043466713],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005445531,0.00033934697,0.0015825261,0.000707415,0.00079996034,0.000017492755,0.0008884704,0.000111673646,0.00005435665],"category_scores_gemma":[0.00086662866,0.00031633282,0.00029045975,0.0012707129,0.00017002279,0.00020415682,0.001032336,0.0065868637,7.633738e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032534606,0.012492166,0.78438866,0.002939223,0.0002593793,0.00012741228,0.18514568,0.00028453517,0.00019184269,0.000007715758,0.00013061916,0.0107793],"study_design_scores_gemma":[0.010456615,0.015959557,0.9004474,0.0048770853,0.00016905073,0.00014270372,0.067351684,0.00012336856,0.00018057151,0.000026326234,0.00006766371,0.00019794014],"about_ca_topic_score_codex":0.011934246,"about_ca_topic_score_gemma":0.0031926217,"teacher_disagreement_score":0.11779399,"about_ca_system_score_codex":0.003523692,"about_ca_system_score_gemma":0.0020727,"threshold_uncertainty_score":0.9999289},"labels":[],"label_agreement":null},{"id":"W4224244572","doi":"10.1093/intqhc/mzac033","title":"Designing clinical indicators for common residential aged care conditions and processes of care: the CareTrack Aged development and validation study","year":2022,"lang":"en","type":"article","venue":"International Journal for Quality in Health Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"National Health and Medical Research Council","keywords":"Medicine; Guideline; Delphi method; Aged care; Accreditation; Population; Family medicine; Nursing; Environmental health","score_opus":0.10694144110071915,"score_gpt":0.49342695643663254,"score_spread":0.38648551533591335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224244572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912653,0.002174738,0.00028006337,0.0027563667,0.0008364313,0.0021631038,0.0005039843,0.000012539595,0.000007487102],"genre_scores_gemma":[0.996978,0.00006884476,0.0013516948,0.00049471646,0.00020064278,0.00032549337,0.0005458019,0.000017517616,0.000017296454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99689674,0.0006449968,0.0012997987,0.0002397444,0.00073454634,0.00018419675],"domain_scores_gemma":[0.9968443,0.0013887364,0.0006860209,0.00011813514,0.0008410618,0.00012174524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002199467,0.00012218438,0.0003637807,0.0002664087,0.0006794449,0.00005287884,0.00020710319,0.000053411735,0.000011092706],"category_scores_gemma":[0.0013584435,0.00010716412,0.000074251635,0.00015052788,0.00008594503,0.00009842881,0.000097102595,0.00050288456,8.147785e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014098892,0.0002613865,0.7273495,0.0025277224,0.00024028699,0.000018089373,0.25322157,0.00012701015,0.000026349855,0.00006958261,0.0009461357,0.013802433],"study_design_scores_gemma":[0.007086184,0.0019398871,0.6029579,0.000412,0.00006984917,0.00008487142,0.38384077,0.0000059814683,0.0007156579,0.00012997117,0.002612269,0.00014461557],"about_ca_topic_score_codex":0.0002915039,"about_ca_topic_score_gemma":0.0021824979,"teacher_disagreement_score":0.1306192,"about_ca_system_score_codex":0.0006815936,"about_ca_system_score_gemma":0.0012681257,"threshold_uncertainty_score":0.5225809},"labels":[],"label_agreement":null},{"id":"W4224319835","doi":"10.1093/ageing/afac090","title":"New horizons in evidence-based care for older people: individual participant data meta-analysis","year":2022,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; McMaster University; Impact","funders":"National Institute on Aging; Health Research Council of New Zealand; National Health and Medical Research Council; Canadian Institutes of Health Research; Alzheimer Society; Royal Society Te Apārangi; National Institute for Health and Care Research; NIHR Newcastle Biomedical Research Centre; Ministry of Health; Lottery Health Research; National Institute on Handicapped Research","keywords":"Psychological intervention; Medicine; Meta-analysis; Population ageing; Intervention (counseling); Harm; Health care; Clinical trial; Population; Grey literature; Randomized controlled trial; Gerontology; Applied psychology; MEDLINE; Psychology; Nursing; Social psychology; Environmental health","score_opus":0.48893311946934576,"score_gpt":0.43815928648219693,"score_spread":0.050773832987148826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224319835","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001649017,0.9965814,0.00040869165,0.00042553313,0.00008247217,0.001732553,0.0006898557,0.00003619638,0.000026829111],"genre_scores_gemma":[0.00087073795,0.9895197,0.0018059309,0.0002702591,0.00019085022,0.0005816052,0.0060780174,0.00006201517,0.0006208503],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970681,0.0002608132,0.000782604,0.0009547923,0.00048771774,0.00044599525],"domain_scores_gemma":[0.996281,0.0017782025,0.00028897458,0.0014054199,0.000030697716,0.00021568971],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00073385984,0.00043551595,0.004005721,0.00051957794,0.00013372893,0.000102396974,0.0005634783,0.00017068376,0.0010518307],"category_scores_gemma":[0.0009482973,0.00032591898,0.0012709107,0.0012645356,0.000025948177,0.00018584877,0.00047836223,0.0005336335,0.000004506294],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007997675,0.000036899462,0.000019581792,0.015207811,0.05565263,0.0030689582,0.0016225965,0.000007911261,8.3233424e-8,0.0000050075096,0.0024044362,0.9219661],"study_design_scores_gemma":[0.00036653705,0.000075428674,0.00019691023,0.0018712932,0.4841143,0.000007748388,0.0002641074,0.00002675644,1.3128242e-7,0.000002273146,0.51286405,0.00021049946],"about_ca_topic_score_codex":0.0012596885,"about_ca_topic_score_gemma":0.0042454605,"teacher_disagreement_score":0.9217556,"about_ca_system_score_codex":0.000054602042,"about_ca_system_score_gemma":0.0006513545,"threshold_uncertainty_score":0.9999193},"labels":[],"label_agreement":null},{"id":"W4224323276","doi":"10.3390/curroncol29040177","title":"Predicting Chemotherapy-Related Adverse Events in Elderly Cancer Patients with Prior Anticancer Therapy","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Incidence (geometry); Chemotherapy; Adverse effect; Cancer; Regimen; Hematology; Oncology; Toxicity","score_opus":0.035388000872785166,"score_gpt":0.3557168768861612,"score_spread":0.32032887601337606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224323276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938175,0.0011019218,0.000005983644,0.0016262437,0.0015592752,0.0014257758,0.000033300952,0.00007676556,0.00035323095],"genre_scores_gemma":[0.9980377,0.00043130136,0.000068936824,0.00043353357,0.00009989886,0.00051032973,0.000080831254,0.000045610006,0.00029183354],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99815935,0.00015333979,0.0003999118,0.0004185031,0.00044552225,0.00042339237],"domain_scores_gemma":[0.9992353,0.000081549195,0.0002146677,0.00024358302,0.000113315684,0.00011159822],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019496866,0.00020430078,0.00040794464,0.000174142,0.00011728911,0.0000014998508,0.00016247643,0.00008104864,0.0016219164],"category_scores_gemma":[0.000039813975,0.00017299275,0.000066360655,0.00045631386,0.00008147552,0.000075069824,0.00007109534,0.00070398673,0.000010572556],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001084159,0.0018963391,0.81278205,0.000032334563,0.00008787562,0.0000131491715,0.0020237542,0.00009205222,0.00005572392,0.0000036075776,0.00043837554,0.18149057],"study_design_scores_gemma":[0.026046375,0.0035304471,0.9147038,0.00019020354,0.000048318358,0.000013836129,0.00027193993,0.0005425315,0.00006441566,0.000025237714,0.05435413,0.00020875304],"about_ca_topic_score_codex":0.00013301968,"about_ca_topic_score_gemma":0.0001649651,"teacher_disagreement_score":0.1812818,"about_ca_system_score_codex":0.0010355744,"about_ca_system_score_gemma":0.0004737379,"threshold_uncertainty_score":0.99929076},"labels":[],"label_agreement":null},{"id":"W4224979646","doi":"10.1111/ger.12635","title":"Anticholinergic burden and poor oral health are associated with frailty in geriatric patients undergoing inpatient rehabilitation: A cross‐sectional study","year":2022,"lang":"en","type":"review","venue":"Gerodontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anticholinergic; Medicine; Deprescribing; Geriatrics; Confidence interval; Cross-sectional study; Internal medicine; Psychiatry; Polypharmacy","score_opus":0.0722068150699379,"score_gpt":0.3742303375363951,"score_spread":0.30202352246645725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224979646","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39038235,0.60310817,0.0000030573744,0.0004359268,0.0007424098,0.0049589183,0.00016773754,0.00010995386,0.000091460024],"genre_scores_gemma":[0.096530944,0.89651126,0.0006603554,0.00047050347,0.00040773966,0.0014975759,0.0029069516,0.00024508417,0.00076961267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944157,0.0016078834,0.001523299,0.0011162859,0.00070061506,0.0006361901],"domain_scores_gemma":[0.9957198,0.002150403,0.0012225029,0.00048502072,0.00021016256,0.0002121087],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009417422,0.0005648904,0.0026424148,0.00075812923,0.00023677194,0.000041826905,0.00019890982,0.0003657847,0.00018226363],"category_scores_gemma":[0.0031463525,0.00048069985,0.00018609638,0.0010687131,0.00017062119,0.000101310005,0.0002208085,0.001101878,0.000009003543],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019756032,0.0013224964,0.8944069,0.0058999467,0.00035695502,0.000114382856,0.00123198,0.000019549481,4.6127204e-9,0.0000056995855,0.0004975322,0.09594695],"study_design_scores_gemma":[0.0075300303,0.00742884,0.87869,0.00285062,0.0003337054,0.00012041084,0.00035334853,0.000010910586,2.27368e-9,0.000012558657,0.10226345,0.00040613094],"about_ca_topic_score_codex":0.0009083844,"about_ca_topic_score_gemma":0.011360335,"teacher_disagreement_score":0.2938514,"about_ca_system_score_codex":0.0019210813,"about_ca_system_score_gemma":0.0014217375,"threshold_uncertainty_score":0.99976444},"labels":[],"label_agreement":null},{"id":"W4224984594","doi":"10.2196/35925","title":"Inclusion of Older Adults in Digital Health Technologies to Support Hospital-to-Home Transitions: Secondary Analysis of a Rapid Review and Equity-Informed Recommendations","year":2022,"lang":"en","type":"review","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa; Trillium Health Centre; Ottawa Hospital; March of Dimes Canada; University Health Network; University of Toronto; Sunnybrook Health Science Centre; Sinai Health System; Lunenfeld-Tanenbaum Research Institute; Health Sciences Centre","funders":"","keywords":"CINAHL; Psychological intervention; Digital health; Inclusion (mineral); Medicine; Gerontology; MEDLINE; Telehealth; Descriptive statistics; Nursing; Family medicine; Psychology; Health care; Telemedicine; Social psychology","score_opus":0.03721980421879151,"score_gpt":0.38757977389977233,"score_spread":0.3503599696809808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224984594","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010832676,0.9810552,0.000070732094,0.011175585,0.00006634537,0.0056420974,0.0014113358,0.000113721995,0.00035666287],"genre_scores_gemma":[0.0018359588,0.99218,0.00068386004,0.0008426586,0.000008108158,0.0010830098,0.0032603338,0.000042009902,0.000064075015],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99675477,0.000068406654,0.0018195276,0.0005469178,0.0004318614,0.00037853039],"domain_scores_gemma":[0.99807817,0.00028469786,0.00067910465,0.0007121425,0.000107638654,0.00013824225],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00065072457,0.00038250652,0.003395666,0.0028358134,0.00011862119,0.000016507876,0.00034878243,0.00014276119,0.0006437092],"category_scores_gemma":[0.00041622622,0.00034718972,0.0005047069,0.0045830533,0.00006960976,0.0002188397,0.0014102211,0.0006131885,0.000004220935],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000074796885,0.00019378273,0.000024110997,0.101467006,0.00035899147,0.0000082172,0.0031422533,4.860408e-7,1.4052756e-7,0.0000040449277,0.0027899917,0.8920035],"study_design_scores_gemma":[0.00083699764,0.0011298591,0.00044607173,0.16570082,0.002528022,0.000041621784,0.0013006293,0.000006265723,9.901237e-7,0.000020067779,0.8275508,0.00043780377],"about_ca_topic_score_codex":0.00003510728,"about_ca_topic_score_gemma":0.000054802218,"teacher_disagreement_score":0.8915657,"about_ca_system_score_codex":0.0004913593,"about_ca_system_score_gemma":0.000763674,"threshold_uncertainty_score":0.999898},"labels":[],"label_agreement":null},{"id":"W4225130992","doi":"10.1016/j.clml.2022.04.011","title":"Predicting the Risks of Aggressive-Intent Chemotherapy Toxicity in Older Patients With Lymphoma: A Prospective Observational Pilot Study","year":2022,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre","funders":"Princess Margaret Cancer Foundation","keywords":"Medicine; Internal medicine; Geriatric oncology; Prospective cohort study; Cancer","score_opus":0.0758603787867388,"score_gpt":0.3493106045989104,"score_spread":0.2734502258121716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225130992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99454,0.00009204444,0.000018746303,0.00074084406,0.0003911123,0.0036370195,0.00007847273,0.00009435456,0.0004074364],"genre_scores_gemma":[0.9969942,0.000012651757,0.00025271726,0.0014404551,0.0002208707,0.0006695253,0.000070595765,0.000077529316,0.00026148322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994977,0.00056996994,0.0015660506,0.00089015614,0.0014776341,0.00051919685],"domain_scores_gemma":[0.99569196,0.0012853072,0.0013877747,0.0009109991,0.00052897865,0.00019499312],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013079055,0.00039860833,0.00093199976,0.0001386925,0.00031720148,0.000025003761,0.00056442496,0.00009969026,0.00020066135],"category_scores_gemma":[0.0019419665,0.0002797225,0.0001967381,0.00086356903,0.00046846445,0.00014327327,0.0004194098,0.0005026457,0.000009109337],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0061117555,0.0098902695,0.92210764,0.000038147176,0.00033485744,0.00011318891,0.0017672913,0.000101976075,0.000022489356,0.000037405523,0.00043171606,0.059043277],"study_design_scores_gemma":[0.03395646,0.012233546,0.9502605,0.0002459015,0.00013526856,0.00004694301,0.0014506221,0.0010864963,0.000104643914,0.00011680757,0.00009095741,0.00027185],"about_ca_topic_score_codex":0.0007735903,"about_ca_topic_score_gemma":0.00019079575,"teacher_disagreement_score":0.058771428,"about_ca_system_score_codex":0.0021916637,"about_ca_system_score_gemma":0.0013649877,"threshold_uncertainty_score":0.9999655},"labels":[],"label_agreement":null},{"id":"W4225162981","doi":"10.1016/j.ijrobp.2022.04.030","title":"An International Expert Delphi Consensus to Develop Dedicated Geriatric Radiation Oncology Curriculum Learning Outcomes","year":2022,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; Sunnybrook Health Science Centre; University of Toronto; University Health Network","funders":"Royal Australian and New Zealand College of Radiologists","keywords":"Medicine; Geriatric oncology; Delphi method; Curriculum; Geriatrics; Radiation oncology; Delphi; Oncology; Family medicine; Medical education; Internal medicine; Cancer; Radiation therapy","score_opus":0.024650772275053173,"score_gpt":0.3688844183729951,"score_spread":0.34423364609794194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225162981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93794984,0.00038781294,0.011233768,0.03593591,0.012359526,0.0006660384,0.00012308729,0.00018524405,0.0011587756],"genre_scores_gemma":[0.9771115,0.0004205082,0.01204114,0.0059788926,0.0033833212,0.00009319379,0.0007207233,0.00006789402,0.0001827903],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99568546,0.00091625395,0.001537684,0.00050709146,0.00090764556,0.00044587793],"domain_scores_gemma":[0.9943866,0.0007693422,0.0018361749,0.00026187958,0.0023336937,0.00041228917],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014431692,0.0003571513,0.00080729905,0.00079632207,0.00028208684,0.000051704363,0.0010092965,0.0003128778,0.00063492876],"category_scores_gemma":[0.002754144,0.0003516113,0.00026180892,0.00076753896,0.00016223795,0.000362054,0.00026788833,0.0013267638,0.000081431856],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010383067,0.0018414222,0.5849515,0.0000059793574,0.0013140743,0.00032384065,0.0033289124,0.0115157515,0.0066742017,0.002290769,0.010367515,0.3763477],"study_design_scores_gemma":[0.018361526,0.0073554497,0.15586779,0.00004997039,0.00027594357,0.0028242741,0.0022643108,0.018909533,0.0013944345,0.0014989611,0.7904381,0.00075969234],"about_ca_topic_score_codex":0.00011349699,"about_ca_topic_score_gemma":0.0000117282625,"teacher_disagreement_score":0.7800706,"about_ca_system_score_codex":0.003974046,"about_ca_system_score_gemma":0.0021550779,"threshold_uncertainty_score":0.9998936},"labels":[],"label_agreement":null},{"id":"W4225276338","doi":"10.1186/s12877-021-02652-6","title":"The predictive utility of functional status at discharge: a population-level cohort analysis","year":2022,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; McMaster University; Research Institute for Aging; Impact","funders":"Ontario Ministry of Health and Long-Term Care; McMaster University","keywords":"Medicine; Odds ratio; Confidence interval; Emergency department; Acute care; Cohort; Gerontology; Cohort study; Retrospective cohort study; Population; Emergency medicine; Health care; Internal medicine; Nursing","score_opus":0.03487393418955932,"score_gpt":0.2711114573675385,"score_spread":0.2362375231779792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225276338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98717463,0.0004899888,0.00847991,0.00030544115,0.0006455453,0.00073957106,0.0013254014,0.00005632184,0.0007832079],"genre_scores_gemma":[0.99399924,0.00003580919,0.00067483535,0.00003815829,0.000111083405,0.00011614247,0.0010538652,0.000014251231,0.0039566015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99795645,0.00014900617,0.000428666,0.00029620514,0.0009102668,0.00025937753],"domain_scores_gemma":[0.9985385,0.00040444382,0.00023537615,0.0005076901,0.00020057928,0.00011339533],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00056783203,0.00012159099,0.00029541398,0.00017181993,0.00043995873,0.000010158507,0.000098508404,0.00004361256,0.0014361768],"category_scores_gemma":[0.00057397044,0.0000944384,0.00025356095,0.0013874922,0.00006471854,0.000046275516,0.00022412912,0.00019809726,0.000007820404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057777046,0.00013153687,0.9907296,0.000028856179,0.00050343625,0.0000010281794,0.00016320753,0.0015219374,0.000020807141,0.00010314768,0.0058233095,0.00039540342],"study_design_scores_gemma":[0.00075763406,0.0001010522,0.9801116,0.0000015003327,0.001170104,0.0000074740633,0.0002416617,0.013361814,0.000012681674,0.000100934645,0.0040531456,0.00008037993],"about_ca_topic_score_codex":0.0005093752,"about_ca_topic_score_gemma":0.0003470727,"teacher_disagreement_score":0.011839878,"about_ca_system_score_codex":0.00031435193,"about_ca_system_score_gemma":0.00021399137,"threshold_uncertainty_score":0.9994767},"labels":[],"label_agreement":null},{"id":"W4225588586","doi":"10.1016/j.spinee.2022.03.014","title":"The measurements of frailty and their possible application to spinal conditions: a systematic review","year":2022,"lang":"en","type":"review","venue":"The Spine Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; Providence Health Care; Vancouver Spine Surgery Institute; University of British Columbia","funders":"","keywords":"Medicine; Population; Adverse effect; Systematic review; MEDLINE; Quality of life (healthcare); Physical therapy; Emergency medicine; Internal medicine","score_opus":0.1170650367217102,"score_gpt":0.3959694328014521,"score_spread":0.2789043960797419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225588586","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000001923835,0.99158674,0.0002446545,0.0023818566,0.00017018552,0.0051936344,0.000025582669,0.000014770682,0.0003806394],"genre_scores_gemma":[0.00001382632,0.9974793,0.00009495858,0.0005366312,0.00020622206,0.0007934128,0.00002568025,0.000040401657,0.0008095509],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99681306,0.0006110588,0.001424409,0.0002041658,0.0007053516,0.00024193808],"domain_scores_gemma":[0.99729973,0.0000790833,0.0013600168,0.0008747284,0.00022217425,0.0001642431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033097148,0.00032846103,0.0019540393,0.00012574547,0.00049542775,0.000051215855,0.000595966,0.00006560097,0.00012561803],"category_scores_gemma":[0.0012237013,0.00013787394,0.00046968777,0.0005073229,0.00009725562,0.0000449443,0.00015295878,0.00085180707,0.000030742056],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000049078462,0.00006707333,3.200809e-7,0.78381884,0.0007880596,0.000004182169,0.000078172416,3.6558583e-7,0.000011835229,0.000053935437,0.005403704,0.20976864],"study_design_scores_gemma":[0.00026394,0.00034946817,0.000027840182,0.6510459,0.0042057903,0.0044437475,0.00007900483,0.0000031864347,0.0000021052797,0.000096947784,0.3393347,0.00014737857],"about_ca_topic_score_codex":0.0000060037355,"about_ca_topic_score_gemma":0.0000043867717,"teacher_disagreement_score":0.333931,"about_ca_system_score_codex":0.00024279726,"about_ca_system_score_gemma":0.00038068258,"threshold_uncertainty_score":0.56223357},"labels":[],"label_agreement":null},{"id":"W4225740838","doi":"","title":"Association Between Fear of Falling and Frailty in Community-Dwelling Older Adults: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Fear of falling; CINAHL; Checklist; Cross-sectional study; Observational study; Longitudinal study; MEDLINE; Poison control; Injury prevention; Psychological intervention; Environmental health; Psychiatry; Psychology","score_opus":0.3302617393180178,"score_gpt":0.5601695563259979,"score_spread":0.22990781700798008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225740838","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001830487,0.9907121,0.000023249997,0.000086677064,0.00023129473,0.0063332645,0.000214176,0.00003433022,0.00053441944],"genre_scores_gemma":[0.0007460069,0.99763274,0.00015097373,0.00019973214,0.000121901285,0.00040340866,0.00028422274,0.00015430235,0.00030670836],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.988288,0.0042639035,0.0046231453,0.0005750077,0.0017183112,0.00053165836],"domain_scores_gemma":[0.98569286,0.005530708,0.0067728558,0.0012533705,0.00044762084,0.000302562],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010037353,0.00078764744,0.009572399,0.0015886307,0.00027970216,0.00033274034,0.0028269847,0.000446272,0.0030344233],"category_scores_gemma":[0.0063327597,0.00068330375,0.00083813316,0.002186181,0.000090900096,0.0008890086,0.0015288758,0.0035476633,0.000010101322],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002052798,0.00028343443,0.01592076,0.90215194,0.0015928271,0.000035230012,0.00048929994,0.000002020947,0.0000028773743,0.000001442624,0.0021967764,0.07730289],"study_design_scores_gemma":[0.0008523115,0.000030446,0.005334048,0.9469101,0.0078651365,0.000052224157,0.00020061608,0.000008604412,0.0000075164653,0.00007199737,0.03810482,0.0005621992],"about_ca_topic_score_codex":0.0015994203,"about_ca_topic_score_gemma":0.00008614737,"teacher_disagreement_score":0.07674069,"about_ca_system_score_codex":0.0009965656,"about_ca_system_score_gemma":0.00045125117,"threshold_uncertainty_score":0.9995618},"labels":[],"label_agreement":null},{"id":"W4226138634","doi":"10.1093/ageing/afac075","title":"Frailty indices based on self-report, blood-based biomarkers and examination-based data in the Canadian Longitudinal Study on Aging","year":2022,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Nova Scotia Health Research Foundation","keywords":"Medicine; Confidence interval; Frailty Index; Health examination; Cohort; Odds ratio; Demography; Gerontology; Longitudinal study; Cohort study; Internal medicine; Pathology","score_opus":0.06634256923557873,"score_gpt":0.31846803541588276,"score_spread":0.252125466180304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226138634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99506634,0.000068676476,0.000017860328,0.0030056287,0.00006419749,0.0007073381,0.000045307814,0.00003807573,0.0009865655],"genre_scores_gemma":[0.9963508,9.76312e-7,0.000164306,0.002981444,0.000045866618,0.000057085428,0.00034988238,0.000018500028,0.000031093932],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99812394,0.00030510375,0.00024490693,0.00050698477,0.0005488407,0.0002702266],"domain_scores_gemma":[0.9984031,0.00068450713,0.000100963254,0.0006646224,0.000019284995,0.00012757114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016110443,0.00017074043,0.00019269105,0.0004240953,0.0005389527,0.00009370509,0.00022930442,0.000036210156,0.000045843874],"category_scores_gemma":[0.00029677886,0.00013931196,0.00002065623,0.00039624656,0.000053065003,0.0000763476,0.000060913662,0.00037382037,7.6450203e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060243397,0.00086841127,0.8612459,0.00010808828,0.00011788839,0.12591614,0.0025120878,0.0003052107,0.000073994896,0.000005719259,0.00043067156,0.0083556855],"study_design_scores_gemma":[0.0030530514,0.00064278685,0.981869,0.00015084664,0.00016919873,0.000046049186,0.001783906,0.011148356,0.000031985914,0.000003531367,0.00094309263,0.0001582025],"about_ca_topic_score_codex":0.09464461,"about_ca_topic_score_gemma":0.23961107,"teacher_disagreement_score":0.14496647,"about_ca_system_score_codex":0.00011051855,"about_ca_system_score_gemma":0.0002821316,"threshold_uncertainty_score":0.9113842},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4226182415","doi":"","title":"Frailty Measures in Patients Listed for Lung Transplantation.","year":2021,"lang":"en","type":"article","venue":"UTS ePRESS (University of Technology Sydney)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hazard ratio; Confidence interval; Internal medicine; Depression (economics); Proportional hazards model; Hypoalbuminemia; Gerontology; Physical therapy","score_opus":0.016581112291788786,"score_gpt":0.2393596765603559,"score_spread":0.2227785642685671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226182415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9874528,0.00024235956,0.0055887084,0.0046242746,0.000112744005,0.0004846174,0.00012044087,0.00014357286,0.0012304864],"genre_scores_gemma":[0.99144644,0.000094108356,0.0069601405,0.000070982205,0.0000075764096,0.000001992041,0.00014752723,0.000012471664,0.0012587743],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99918306,0.00002211338,0.00014470292,0.00026478813,0.00017444223,0.00021089839],"domain_scores_gemma":[0.9991229,0.000054357475,0.0000804958,0.0003521815,0.00033451628,0.000055512653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000058751266,0.000114148126,0.000324138,0.00041812038,0.000067781606,0.0000028277962,0.0002008667,0.00031947423,0.00009163012],"category_scores_gemma":[0.00020116383,0.00014043164,0.00009342349,0.0004622014,0.0001897422,0.00010384297,0.000060277413,0.00020617868,0.000004459058],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000929901,0.0009166428,0.93988115,0.0008574185,0.00031555377,0.00031648652,0.0023782805,0.000039201106,0.0067386935,0.0017391162,0.0046665603,0.041220985],"study_design_scores_gemma":[0.017265579,0.00039314516,0.93456775,0.0007335865,0.00045659122,0.00004737771,0.0021474997,0.0007387849,0.032135677,0.00071727973,0.010434484,0.0003622376],"about_ca_topic_score_codex":0.00010305388,"about_ca_topic_score_gemma":0.00044031077,"teacher_disagreement_score":0.040858746,"about_ca_system_score_codex":0.00007614059,"about_ca_system_score_gemma":0.000084579464,"threshold_uncertainty_score":0.5726636},"labels":[],"label_agreement":null},{"id":"W4226309426","doi":"10.1007/978-3-030-91483-7_14","title":"Frailty Assessment and Treatment","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Intensive care medicine; Risk assessment; Acute care; Identification (biology); Health care; Computer science","score_opus":0.05887426889141462,"score_gpt":0.32928093474977305,"score_spread":0.27040666585835843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226309426","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013774414,0.00055269815,0.00001815117,0.0032037818,0.00021254615,0.000700821,0.00007218732,0.00012219523,0.99497986],"genre_scores_gemma":[0.0017441076,0.0015145912,0.0019101363,0.00075284194,0.00019002146,0.000053775864,0.00030865046,0.00007170324,0.99345416],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988032,0.0000073936812,0.00023222079,0.0004234546,0.0003678562,0.00016587315],"domain_scores_gemma":[0.9991755,0.000066000226,0.0000743757,0.00047947667,0.00003339371,0.00017124735],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000049910184,0.0003249766,0.0004942775,0.00010927794,0.00006992647,0.000014231384,0.00005100664,0.00016358646,0.04288365],"category_scores_gemma":[0.000004611338,0.00025453046,0.00013236224,0.000010962576,0.00006427885,0.000026836315,0.00010732339,0.00031554894,0.000103012535],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012489782,0.00032093667,0.0011459962,0.00020424984,0.0016740401,0.0013070015,0.00030967098,0.000001336941,0.00007542724,0.43044567,0.081573606,0.48281717],"study_design_scores_gemma":[0.0015028117,0.0013666828,0.00143384,0.0000747569,0.00032761507,0.0001786857,0.000021488288,0.000019354027,0.000013492767,0.0013317928,0.9935001,0.00022938428],"about_ca_topic_score_codex":0.00011423196,"about_ca_topic_score_gemma":0.0000727527,"teacher_disagreement_score":0.9119265,"about_ca_system_score_codex":0.0006982893,"about_ca_system_score_gemma":0.00022346043,"threshold_uncertainty_score":0.9999907},"labels":[],"label_agreement":null},{"id":"W4226332853","doi":"10.1097/ju.0000000000002580.10","title":"MP31-10 SYSTEMATIC REVIEW AND META-ANALYSIS OF FRAILTY INDICES IN UROLOGIC SURGERY: RISK PREDICTION OF POSTOPERATIVE COMPLICATIONS","year":2022,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Odds ratio; Frailty Index; MEDLINE; Scopus; General surgery; Surgery; Internal medicine","score_opus":0.07786645494695082,"score_gpt":0.3169263020226832,"score_spread":0.23905984707573236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226332853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7769383,0.16884972,0.00023138786,0.051789593,0.000064426014,0.0014710671,0.0004598648,0.000009273748,0.00018633468],"genre_scores_gemma":[0.99487954,0.0030077507,0.000051658375,0.001964726,0.000003856326,0.000028254442,0.000012767745,0.000005484082,0.000045943085],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99628025,0.0020320993,0.0012118465,0.0000935611,0.0002847174,0.00009753937],"domain_scores_gemma":[0.9957985,0.001750065,0.0018483232,0.000315551,0.00024870544,0.000038815677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035780752,0.00009693068,0.0021357655,0.0004985717,0.00006114357,0.0000015838261,0.0001797515,0.000040677227,0.0005804074],"category_scores_gemma":[0.0011237722,0.00005506393,0.00038230346,0.00076975214,0.00015536728,0.000045087876,0.00006880102,0.0004075403,8.352469e-7],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041662655,0.0034474707,0.19091246,0.05506564,0.68391407,0.00012996008,0.019224472,0.02229914,0.0027421147,0.00072895625,0.017142983,0.0002264607],"study_design_scores_gemma":[0.00060204545,0.0023613444,0.14374946,0.00017502176,0.8501313,0.0009766065,0.00052696443,0.0008882827,0.00003227801,0.00024635802,0.00023815993,0.00007223361],"about_ca_topic_score_codex":0.000085831896,"about_ca_topic_score_gemma":0.000058168815,"teacher_disagreement_score":0.21794122,"about_ca_system_score_codex":0.000027475897,"about_ca_system_score_gemma":0.0000664883,"threshold_uncertainty_score":0.6355054},"labels":[],"label_agreement":null},{"id":"W4229013344","doi":"10.1016/j.archger.2022.104714","title":"Are older adults still being described as the elderly in the medical literature?","year":2022,"lang":"en","type":"letter","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Public Health Ontario","funders":"","keywords":"Activities of daily living; Receipt; Gerontology; Medicine; Psychology; Business","score_opus":0.014594989920266276,"score_gpt":0.26696275142632886,"score_spread":0.2523677615060626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229013344","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14763087,0.013277817,0.000036489197,0.833811,0.00076500216,0.0011242562,0.0000807719,0.000035807825,0.0032379744],"genre_scores_gemma":[0.26158544,0.0048588947,0.00071332534,0.72541124,0.0031930108,0.00032090727,0.00084963953,0.000105251806,0.0029623103],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966368,0.00086129375,0.00062098337,0.0005782885,0.00074826065,0.00055435527],"domain_scores_gemma":[0.9951295,0.0035265803,0.00043816,0.00076926005,0.00004924632,0.00008724631],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005052064,0.00038854263,0.0007764976,0.000316827,0.00016173992,0.00003122028,0.0007734709,0.00073476374,0.00029296664],"category_scores_gemma":[0.0014249497,0.00023110805,0.00021416073,0.0003138792,0.00063236733,0.00005156416,0.0002665741,0.004443333,0.0000041316225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020360167,0.00046856605,0.012028481,0.0030869131,0.00054305437,0.02653698,0.094688654,0.0000013273135,0.0000060413017,0.0005125016,0.7095438,0.15054767],"study_design_scores_gemma":[0.007110543,0.0023155925,0.11753435,0.0024994835,0.0006867292,0.009762031,0.0038002122,0.00013494557,0.000010001903,0.006309558,0.84908503,0.00075153616],"about_ca_topic_score_codex":0.00024208502,"about_ca_topic_score_gemma":0.0003900229,"teacher_disagreement_score":0.14979613,"about_ca_system_score_codex":0.00002218395,"about_ca_system_score_gemma":0.00018415377,"threshold_uncertainty_score":0.99785346},"labels":[],"label_agreement":null},{"id":"W4229059632","doi":"10.3324/haematol.2021.278802","title":"Randomized controlled trial of geriatric consultation versus standard care in older adults with hematologic malignancies","year":2021,"lang":"en","type":"article","venue":"Haematologica","topic":"Frailty in Older Adults","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"National Center for Advancing Translational Sciences; National Institute on Aging; Dana-Farber/Harvard Cancer Center; Harvard Catalyst; National Cancer Institute; National Institutes of Health; Harvard University; U.S. Department of Veterans Affairs","keywords":"Medicine; Randomized controlled trial; Odds ratio; Confidence interval; Geriatric oncology; Geriatrics; Pediatrics; Internal medicine; Emergency medicine; Cancer","score_opus":0.012822945921910092,"score_gpt":0.27149701798771164,"score_spread":0.25867407206580156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229059632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98404366,0.003596687,0.000117816555,0.00072243356,0.00037619413,0.0068667126,0.00001911424,0.00009406342,0.0041632913],"genre_scores_gemma":[0.9954805,0.0003371836,0.0028406696,0.0000733874,0.000029376559,0.0009666824,0.000081439524,0.000018640825,0.00017215112],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9971254,0.0005218159,0.0010619352,0.00044259478,0.000518574,0.00032969404],"domain_scores_gemma":[0.995876,0.0022877187,0.00050039194,0.00037752834,0.000869138,0.00008919389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044451878,0.0002868662,0.0033740695,0.00018762339,0.00004679865,0.000017520446,0.000096780874,0.00023500893,0.00029010023],"category_scores_gemma":[0.006016404,0.0001773677,0.0003310348,0.0005413577,0.0002908164,0.000062266445,0.00004149427,0.00020365318,0.000011957052],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9933462,0.00030990032,0.00030930233,0.00061827124,0.00020471723,0.0012816575,0.0025505675,0.0000103312705,0.000046536246,0.0009680854,0.00011214752,0.00024223939],"study_design_scores_gemma":[0.9858728,0.001872425,0.0002470566,0.00080493564,0.00044714974,0.0003314803,0.00610249,0.000048166672,0.0039673336,0.0000744095,0.00003853406,0.00019320306],"about_ca_topic_score_codex":0.000023228122,"about_ca_topic_score_gemma":0.00015058028,"teacher_disagreement_score":0.011436782,"about_ca_system_score_codex":0.00008218018,"about_ca_system_score_gemma":0.00043039056,"threshold_uncertainty_score":0.7232845},"labels":[],"label_agreement":null},{"id":"W4229365923","doi":"10.1503/cmaj.81239","title":"Final consent, advance consent and alleviating suffering in frail adults requesting MAiD","year":2022,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"William Osler Health System","funders":"","keywords":"Criminal code; Informed consent; Code (set theory); Gerontology; Psychiatry; Medicine; Psychology; Criminal law; Alternative medicine; Criminology; Computer science","score_opus":0.026844254468270854,"score_gpt":0.27658151629474353,"score_spread":0.24973726182647268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229365923","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031778205,0.0014684066,0.000018663675,0.96139723,0.001625294,0.00041817146,0.000110846006,0.000042638672,0.0031405464],"genre_scores_gemma":[0.0145453885,0.0013998464,0.0009638996,0.96646774,0.009619053,0.000053457934,0.00029347537,0.00012422063,0.0065329],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99425304,0.0005527039,0.0011527587,0.0005011008,0.002391641,0.0011487736],"domain_scores_gemma":[0.99521935,0.0021002472,0.00076054287,0.00021090171,0.00033552296,0.0013734385],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021571624,0.00037780477,0.0007849155,0.0005824808,0.00038131393,0.00011537066,0.00026580002,0.0011739444,0.0051746103],"category_scores_gemma":[0.01967297,0.0004135541,0.00014576549,0.00031146014,0.0001031334,0.00012327764,0.000077770586,0.010465043,0.000035783338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00003131406,0.000017166303,0.05378605,0.00032247775,0.00011676935,0.025316885,0.000590298,0.000004391068,0.0000021442233,0.0000064059636,0.90824956,0.011556568],"study_design_scores_gemma":[0.003412875,0.00015985106,0.011247262,0.0037610224,0.0000662948,0.00785128,0.00052935624,0.00036885316,0.0000011409572,0.00006414681,0.97212976,0.00040814534],"about_ca_topic_score_codex":0.0109068565,"about_ca_topic_score_gemma":0.096740715,"teacher_disagreement_score":0.085833855,"about_ca_system_score_codex":0.0046869866,"about_ca_system_score_gemma":0.008887766,"threshold_uncertainty_score":0.9998316},"labels":[],"label_agreement":null},{"id":"W4229370789","doi":"10.21203/rs.3.rs-1514813/v1","title":"Enhanced Telehealth Home-Monitoring Intervention for Vulnerable and Frail Patients after Cardiac Surgery (THE-FACS Pilot Intervention Study)","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Horizon Health Network; Dalhousie University","funders":"","keywords":"Medicine; Telehealth; Cardiac surgery; Intervention (counseling); Physical therapy; Internal medicine; Emergency medicine; Telemedicine; Health care; Nursing","score_opus":0.07694827191416313,"score_gpt":0.41671553368047914,"score_spread":0.339767261766316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229370789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98423856,0.0028532299,0.00027305423,0.00058073015,0.0025920242,0.008711577,0.00055362686,0.00010317783,0.00009399346],"genre_scores_gemma":[0.98487866,0.0005959497,0.000084788146,0.000012624718,0.0007519202,0.01018512,0.0010049548,0.000113882,0.002372077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99286366,0.002320365,0.00092315505,0.0010786045,0.0019024253,0.00091182045],"domain_scores_gemma":[0.99545354,0.0016988097,0.00028239127,0.0011059265,0.0011706601,0.0002886484],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007368495,0.0003956885,0.0009127583,0.0007444033,0.00064258534,0.00021654663,0.00033131117,0.0001950606,0.0003621025],"category_scores_gemma":[0.002120504,0.00034529186,0.0006051159,0.00047089843,0.00014444484,0.00015901098,0.0017129018,0.0029161845,0.000016265005],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036141935,0.0046676714,0.78491974,0.015807066,0.0007671493,0.00003344629,0.0035074952,0.000018079543,0.000055581506,0.0000057112147,0.008995577,0.17760828],"study_design_scores_gemma":[0.003654793,0.0071690273,0.96769375,0.005855169,0.00019400107,0.0000014623183,0.007682532,0.00006350153,0.0006237903,0.00032091464,0.0063028717,0.000438163],"about_ca_topic_score_codex":0.0012960795,"about_ca_topic_score_gemma":0.00013904294,"teacher_disagreement_score":0.18277402,"about_ca_system_score_codex":0.0011623994,"about_ca_system_score_gemma":0.00026931014,"threshold_uncertainty_score":0.9998999},"labels":[],"label_agreement":null},{"id":"W4229375743","doi":"10.3390/s22093532","title":"The Development and Concurrent Validity of a Multi-Sensor-Based Frailty Toolkit for In-Home Frailty Assessment","year":2022,"lang":"en","type":"article","venue":"Sensors","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Toronto Rehabilitation Institute","keywords":"Concurrent validity; Bivariate analysis; Scale (ratio); Computer science; Identification (biology); Vital signs; Pearson product-moment correlation coefficient; Assisted living; Activities of daily living; Correlation; Gerontology; Real-time computing; Psychology; Medicine; Machine learning; Psychometrics; Clinical psychology; Physical therapy; Statistics; Mathematics","score_opus":0.09889750495987537,"score_gpt":0.3557287518014398,"score_spread":0.25683124684156444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229375743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99502975,0.00016737405,0.000502761,0.0020859437,0.00044547714,0.0014467116,0.000096927746,0.00004400423,0.00018106357],"genre_scores_gemma":[0.987811,0.000012604578,0.010587478,0.00020927681,0.000037430735,0.00029561267,0.000049746555,0.000031371135,0.0009654783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979298,0.00017687024,0.0005955347,0.00037660162,0.00053493585,0.0003862453],"domain_scores_gemma":[0.99833196,0.0008504621,0.00019069531,0.00037140335,0.00013106366,0.00012440687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085865415,0.00021191046,0.00041282002,0.00012002199,0.0002958579,0.000016892982,0.00015217505,0.000060668546,0.00005726796],"category_scores_gemma":[0.0003210944,0.00016795924,0.000107095264,0.00020799754,0.00015518008,0.000025277744,0.00013120042,0.00036619525,0.0000022443944],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017082836,0.0042669754,0.76228386,0.001975584,0.0006432733,0.00017165884,0.012071022,0.006293475,0.011394055,0.0017398404,0.0063584894,0.1910935],"study_design_scores_gemma":[0.013867626,0.0010940018,0.71013707,0.0001738094,0.00010418152,0.000033795364,0.0045931367,0.022691578,0.011364981,0.00008856126,0.23533094,0.00052032864],"about_ca_topic_score_codex":0.00005366561,"about_ca_topic_score_gemma":0.00011689763,"teacher_disagreement_score":0.22897245,"about_ca_system_score_codex":0.0003464534,"about_ca_system_score_gemma":0.00042574323,"threshold_uncertainty_score":0.68491787},"labels":[],"label_agreement":null},{"id":"W4229593556","doi":"10.21203/rs.3.rs-34750/v4","title":"Mild behavioral impairment is related to frailty in non-dementia older adults: a cross-sectional study","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Dementia; Montreal Cognitive Assessment; Logistic regression; Odds ratio; Checklist; Gerontology; Medicine; Cognition; Cross-sectional study; Odds; Cognitive impairment; Psychology; Psychiatry; Internal medicine; Disease","score_opus":0.09744515908525322,"score_gpt":0.46733857414908136,"score_spread":0.3698934150638281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229593556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798813,0.00032800186,0.000014455148,0.0045134034,0.00059352367,0.0133736655,0.0005407048,0.00018402461,0.0005709298],"genre_scores_gemma":[0.99325895,0.000036350357,0.00043193257,0.00029378236,0.0003172149,0.0025882558,0.00071885786,0.00015578295,0.0021988535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99023944,0.0005111963,0.0014280019,0.0022721626,0.004132096,0.0014170944],"domain_scores_gemma":[0.99550456,0.00017671484,0.00015794886,0.0016993058,0.0014226175,0.0010388779],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002111791,0.00065183494,0.0009693927,0.0012638877,0.00024454817,0.000300286,0.0008631768,0.0008406476,0.003376679],"category_scores_gemma":[0.00049929484,0.00065232586,0.00041011666,0.0015594042,0.00020140287,0.00012711143,0.0031512794,0.0055930666,0.0012346099],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001561089,0.005715068,0.95200074,0.0015258072,0.0003760782,0.001041997,0.019719845,0.00006827295,0.00012916433,0.0000024901972,0.0168143,0.0010451548],"study_design_scores_gemma":[0.008644321,0.004397899,0.9785625,0.003158096,0.000076020115,0.000018804812,0.0034989119,0.00039444357,0.0002276016,0.000110712346,0.00039953005,0.0005112037],"about_ca_topic_score_codex":0.0062736333,"about_ca_topic_score_gemma":0.00092062954,"teacher_disagreement_score":0.026561722,"about_ca_system_score_codex":0.0016959314,"about_ca_system_score_gemma":0.0010215216,"threshold_uncertainty_score":0.9995928},"labels":[],"label_agreement":null},{"id":"W4229912286","doi":"10.2196/preprints.23056","title":"Improving Stamina and Mobility with Preop Walking bolstered by Modern Pedometer and Remote Coaching with Telephone Support in Surgical Patients with Frailty Traits – OASIS IV: Randomized Clinical Trial Study Protocol (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pedometer; Randomized controlled trial; Physical therapy; Clinical trial; Blinding; Coaching; Surgery; Internal medicine; Physical activity","score_opus":0.037000929857806224,"score_gpt":0.34109521138334625,"score_spread":0.30409428152554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229912286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71414536,0.000008528425,0.006664019,0.00014180508,0.000051441813,0.2785378,0.000052827487,0.00017760621,0.00022063343],"genre_scores_gemma":[0.9351681,0.0000072477633,0.013915606,0.00008640431,0.00014014047,0.050174113,0.00013479074,0.0001770223,0.00019660803],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9890098,0.002263725,0.0028406482,0.0033988967,0.0016505363,0.0008364025],"domain_scores_gemma":[0.99413496,0.002107112,0.0012704126,0.0012840042,0.000420881,0.00078263856],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0052139857,0.0012980719,0.004783454,0.0002726895,0.00013472508,0.00029065504,0.0003751225,0.0006670412,0.000079637895],"category_scores_gemma":[0.0017205785,0.00079934,0.00025425616,0.00032594294,0.0007319733,0.00031174155,0.0012849568,0.00310232,0.0000014287497],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7659564,0.005334294,0.12899302,0.0015246405,0.00093768555,0.00031831104,0.0042628413,0.000017355618,0.000012346463,3.6081514e-7,0.000017265806,0.09262546],"study_design_scores_gemma":[0.8962262,0.019200284,0.07038665,0.0013557043,0.0010394074,0.00007648412,0.0007088703,0.009816122,0.000046577592,0.000041055442,0.00003265066,0.0010699487],"about_ca_topic_score_codex":0.0014281577,"about_ca_topic_score_gemma":0.0010556846,"teacher_disagreement_score":0.22836368,"about_ca_system_score_codex":0.00021127162,"about_ca_system_score_gemma":0.0007321186,"threshold_uncertainty_score":0.9999771},"labels":[],"label_agreement":null},{"id":"W4234382165","doi":"10.1055/s-0036-1582987","title":"Frailty and Postoperative Outcomes in Patients Undergoing Surgery for Degenerative Spine Disease","year":2016,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Université Laval","funders":"","keywords":"Medicine; Frailty Index; Logistic regression; Body mass index; Population; Internal medicine; Sarcopenia; Paraplegia; Weight loss; Quality of life (healthcare); Complication; Surgery; Obesity; Spinal cord","score_opus":0.023776420133536067,"score_gpt":0.30146413569948466,"score_spread":0.27768771556594857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234382165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96771806,0.00035473282,0.0046119466,0.026102185,0.00045777872,0.0005009591,0.00013047043,0.000021133324,0.00010272013],"genre_scores_gemma":[0.99372876,0.00016659893,0.003366904,0.0015895575,0.0002228833,0.000017249718,0.000021901507,0.000018235683,0.00086790015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851763,0.00005928294,0.0004647942,0.00026146544,0.00030680734,0.0003900121],"domain_scores_gemma":[0.99888146,0.000082369705,0.0001511716,0.00014532343,0.0002823215,0.0004573578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020594173,0.00022508547,0.0004506665,0.000099925666,0.000117971744,0.00004290866,0.00006608199,0.000065338616,0.000060338076],"category_scores_gemma":[0.0024827002,0.00013661062,0.00014348023,0.00013389242,0.00007990306,0.00027742772,0.00005263706,0.00012291566,0.000008045531],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030449886,0.00026328114,0.9684534,0.000040399103,0.00009345602,0.00006410701,0.000045912908,0.0000039719557,0.00014593097,0.00019919447,0.0066952235,0.02369064],"study_design_scores_gemma":[0.0077325446,0.00046218015,0.98916924,0.0006354928,0.000053460484,0.000052062132,0.000028319642,0.000024988074,0.00011273691,0.0005651013,0.0009808261,0.0001830352],"about_ca_topic_score_codex":0.0000106201305,"about_ca_topic_score_gemma":0.00020042,"teacher_disagreement_score":0.026010696,"about_ca_system_score_codex":0.00043384498,"about_ca_system_score_gemma":0.000392858,"threshold_uncertainty_score":0.5570819},"labels":[],"label_agreement":null},{"id":"W4234431135","doi":"10.1016/s0828-282x(18)31110-3","title":"CCCN Committees/CCCN Supporters","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine","score_opus":0.020233342534043335,"score_gpt":0.2633045391456014,"score_spread":0.2430711966115581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234431135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7578106,0.0009258687,0.0029249603,0.030864727,0.0072531695,0.00032034467,0.00006027639,0.00002701548,0.19981301],"genre_scores_gemma":[0.9923799,0.000017221824,0.00043283866,0.0021739034,0.0038504312,9.864661e-7,0.0000066153375,0.000020881578,0.0011172454],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882954,0.00008879755,0.00038078733,0.00012289778,0.00013372925,0.00044425385],"domain_scores_gemma":[0.9979907,0.00006108585,0.00014039167,0.0002865313,0.00047646835,0.0010447871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003541365,0.00012512176,0.0005278029,0.00033743487,0.00008134834,0.000012873797,0.00020485428,0.00015757079,0.00034521622],"category_scores_gemma":[0.00033627867,0.00010894817,0.00021392015,0.00012968018,0.0005421116,0.000066243636,0.000009800701,0.0003648368,0.00016004915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009369555,0.0000027801027,0.1635815,0.000020117333,0.00045939765,0.0023210414,0.0005780006,0.000017745486,0.00063142844,0.0001788332,0.8132114,0.01890407],"study_design_scores_gemma":[0.0013392625,0.001118571,0.11883192,0.00006583131,0.00013829251,0.009641149,0.00021825606,0.0000061891174,0.00033341508,0.00021026972,0.86798364,0.000113213646],"about_ca_topic_score_codex":0.00086198264,"about_ca_topic_score_gemma":0.00426903,"teacher_disagreement_score":0.23456925,"about_ca_system_score_codex":0.00021200288,"about_ca_system_score_gemma":0.0018284351,"threshold_uncertainty_score":0.44427773},"labels":[],"label_agreement":null},{"id":"W4235223286","doi":"10.5770/cgj.19.245","title":"Canadian Geriatrics Society 36th Annual Scientific Meeting Abstracts","year":2016,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatrics; Family medicine; Gerontology; Medical education; Psychiatry","score_opus":0.014543225601904108,"score_gpt":0.2398342860910589,"score_spread":0.2252910604891548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235223286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8788335,0.0029961555,0.00024903685,0.07177589,0.01319565,0.0009939314,0.0017532018,0.00015995218,0.0300427],"genre_scores_gemma":[0.97576165,0.00034689068,0.0036296374,0.002086028,0.0033827955,0.000006872129,0.00004095724,0.00011233026,0.014632827],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957875,0.00007149942,0.0008243196,0.0005668616,0.0008110715,0.0019387543],"domain_scores_gemma":[0.9913688,0.00015210245,0.00034289007,0.0005783581,0.0011466187,0.0064112837],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0018533829,0.00037016952,0.00042900766,0.0013040956,0.0013202454,0.0005177745,0.00050904904,0.0004090863,0.0007296717],"category_scores_gemma":[0.0013410618,0.0003011541,0.00037756196,0.0012686731,0.00020573671,0.00049471983,0.00004029625,0.0008024136,0.00040963737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000029011537,0.00004493668,0.031049276,0.0000754525,0.00019186249,0.0022331083,0.0021022705,0.000056599816,0.0016112592,0.000106055675,0.9263985,0.03610166],"study_design_scores_gemma":[0.0026875604,0.00014128229,0.045225766,0.0002550963,0.0002101458,0.0037941379,0.00079137343,0.000057951554,0.00040054665,0.00038105,0.94532907,0.0007260381],"about_ca_topic_score_codex":0.37409016,"about_ca_topic_score_gemma":0.869935,"teacher_disagreement_score":0.49584478,"about_ca_system_score_codex":0.0054280236,"about_ca_system_score_gemma":0.01866018,"threshold_uncertainty_score":0.9999799},"labels":[],"label_agreement":null},{"id":"W4236650051","doi":"10.12688/f1000research.16040.1","title":"Evaluation of the geriatric curriculum implemented at Shiraz University of Medical Sciences, Iran, since 2017: A qualitative study","year":2019,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Shiraz University; Shiraz University of Medical Sciences","keywords":"Nonprobability sampling; Curriculum; Medical education; Qualitative research; Promotion (chess); Population; Gerontology; Medicine; Psychology; Sociology; Social science; Political science; Pedagogy; Environmental health","score_opus":0.2693799608228255,"score_gpt":0.5121458251518143,"score_spread":0.24276586432898878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236650051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98546684,0.0006447731,0.000072067254,0.005286906,0.0003914668,0.0055343118,0.00020783188,0.000022102478,0.0023736788],"genre_scores_gemma":[0.99787647,0.0001450352,0.00012954973,0.000013411659,0.00007098056,0.000019665782,0.00006383353,0.000018487062,0.0016625506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9820468,0.00420029,0.00056470337,0.0007047505,0.012049047,0.00043442158],"domain_scores_gemma":[0.9953056,0.00074849575,0.00046526146,0.0012078808,0.0020856871,0.0001870479],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.023928251,0.0002204789,0.0006177313,0.0004087538,0.00019844099,0.000015591993,0.0017344495,0.0002793806,0.0022016515],"category_scores_gemma":[0.0040071164,0.00016413956,0.00021687534,0.0010779903,0.0010856411,0.00006341295,0.0043753204,0.0010418432,0.00006910053],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014166359,0.011083539,0.5471521,0.006094372,0.0033068596,0.00014243847,0.26308113,0.0015540761,0.0016188956,0.0013935491,0.14828083,0.014875563],"study_design_scores_gemma":[0.025266347,0.0045274068,0.64508075,0.0039419974,0.0027666981,0.00004661409,0.2352837,0.07709301,0.0010614966,0.001582803,0.0025189826,0.00083019165],"about_ca_topic_score_codex":0.008154737,"about_ca_topic_score_gemma":0.0027329633,"teacher_disagreement_score":0.14576185,"about_ca_system_score_codex":0.000889436,"about_ca_system_score_gemma":0.005122756,"threshold_uncertainty_score":0.99871045},"labels":[],"label_agreement":null},{"id":"W4237153358","doi":"10.21203/rs.2.12117/v1","title":"Orthopaedic Surgeons Perceptions of Frailty and Frailty Screening","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Medical Research Council; Canadian Institutes of Health Research; Resthaven Incorporated","keywords":"Medicine; Thematic analysis; Context (archaeology); Gerontology; Geriatrics; Qualitative research; Psychiatry","score_opus":0.11389984615458333,"score_gpt":0.41816370765480154,"score_spread":0.3042638615002182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237153358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97761154,0.002326354,0.0017271377,0.0038239732,0.00034307587,0.0031780952,0.00086358376,0.00017694075,0.009949306],"genre_scores_gemma":[0.9867329,0.0014557956,0.0023565535,0.00005783999,0.00029024007,0.00015070332,0.0006797255,0.00010304536,0.008173225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99460626,0.00053510536,0.0006773425,0.0010186759,0.0022316677,0.0009309537],"domain_scores_gemma":[0.9948249,0.0011156533,0.00017672266,0.0017995348,0.0015018624,0.00058131496],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020791846,0.00040636535,0.0009981768,0.0010382495,0.00021856664,0.00007584833,0.0004015444,0.00079802115,0.0017103452],"category_scores_gemma":[0.0024286464,0.000380932,0.00041780586,0.00059298746,0.0007610776,0.00009952065,0.0019662923,0.0038641167,0.00017924956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034438277,0.00044620427,0.9263484,0.011656779,0.00042810728,0.00014837159,0.002137167,0.00021313084,0.0019059948,0.00022885768,0.0201023,0.036040332],"study_design_scores_gemma":[0.0019527129,0.0006558167,0.97212136,0.009775142,0.00013140941,0.00008024779,0.0023498791,0.002215228,0.00025061134,0.00046815703,0.009562534,0.00043687344],"about_ca_topic_score_codex":0.0018652076,"about_ca_topic_score_gemma":0.00034492443,"teacher_disagreement_score":0.045773014,"about_ca_system_score_codex":0.00019266097,"about_ca_system_score_gemma":0.0010295017,"threshold_uncertainty_score":0.9998643},"labels":[],"label_agreement":null},{"id":"W4237444385","doi":"10.1093/geront/gnv341.17","title":"C-REACTIVE PROTEIN AND PHYSICAL PERFORMANCE IN ELDERLY POPULATIONS: RESULTS FROM THE IMIAS STUDY","year":2015,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Université de Montréal","funders":"","keywords":"C-reactive protein; Psychology; Gerontology; Medicine; Internal medicine; Inflammation","score_opus":0.1260157757150778,"score_gpt":0.34520964370741236,"score_spread":0.21919386799233456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237444385","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98613733,0.0001891211,0.000008961713,0.01029321,0.00007606723,0.0014455242,0.000016909637,0.00004299194,0.0017898652],"genre_scores_gemma":[0.9988886,0.0000017217022,0.00016495796,0.000120412114,0.00017603209,0.00011106045,0.000019429715,0.0000096871,0.00050807087],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998897,0.00018470151,0.00022192376,0.0002512457,0.00025229147,0.00019284345],"domain_scores_gemma":[0.9990069,0.00023569811,0.00008970377,0.0005451533,0.000062342246,0.00006018483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047387657,0.00013296396,0.00022279314,0.000019120342,0.0000929053,0.000024870029,0.0001766215,0.0000462167,0.0000023855685],"category_scores_gemma":[0.00082664134,0.00006673478,0.000022833749,0.000115023395,0.0002511162,0.0001038085,0.00007586376,0.00032842605,0.000028088736],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008157087,0.0027761278,0.71731794,0.000027044296,0.00021908412,0.00014616786,0.2002457,0.00015238198,0.0006496747,0.0004953676,0.0057208478,0.064092554],"study_design_scores_gemma":[0.004728364,0.0012387166,0.97790796,0.00007834283,0.00005821624,0.0000172002,0.013160694,0.0012901556,0.00017847006,0.00085057196,0.00038210512,0.00010921505],"about_ca_topic_score_codex":0.008007923,"about_ca_topic_score_gemma":0.0070124725,"teacher_disagreement_score":0.26059,"about_ca_system_score_codex":0.00009200955,"about_ca_system_score_gemma":0.00005524024,"threshold_uncertainty_score":0.99859786},"labels":[],"label_agreement":null},{"id":"W4237687710","doi":"10.1093/ageing/afp163","title":"Reply","year":2009,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.016985698183347487,"score_gpt":0.26965919161493185,"score_spread":0.25267349343158435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237687710","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94829863,0.0004252223,0.000098608296,0.008519974,0.00003982269,0.00007489032,2.6934725e-7,0.00006799125,0.042474568],"genre_scores_gemma":[0.9852055,0.00004475741,0.0007419536,0.0087050935,0.00011895133,5.6114925e-7,0.00000266971,0.000003347538,0.0051772026],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996991,0.000004105725,0.000060572685,0.0000917731,0.00005586696,0.00008857962],"domain_scores_gemma":[0.99981356,0.000013165505,0.0000105594745,0.00010544677,0.000008356817,0.000048892798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003477074,0.00004028935,0.000073725496,0.000019854588,0.000029786448,0.000011199031,0.00001574759,0.00001711533,0.000027664604],"category_scores_gemma":[0.000051807616,0.00003314772,0.000016597114,0.00004042449,0.000011579859,0.00003788367,0.0000068317127,0.000062924046,0.000017635974],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002857689,0.000054677326,0.0013364155,0.000041558797,0.000018182804,0.049620792,0.0012991406,6.493504e-7,0.028288199,0.00046163375,0.021642443,0.89720774],"study_design_scores_gemma":[0.0011616703,0.0003558353,0.8290783,0.00027422782,0.000040139686,0.00027089246,0.00010317589,0.00008162469,0.0021775223,0.001680344,0.1646488,0.00012742497],"about_ca_topic_score_codex":0.00002653748,"about_ca_topic_score_gemma":0.0000024199355,"teacher_disagreement_score":0.8970803,"about_ca_system_score_codex":0.0000049866494,"about_ca_system_score_gemma":0.00000434826,"threshold_uncertainty_score":0.13517247},"labels":[],"label_agreement":null},{"id":"W4238049179","doi":"10.1093/ageing/afn115","title":"Reply","year":2008,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine","score_opus":0.027384558825630782,"score_gpt":0.26100001783665455,"score_spread":0.23361545901102376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238049179","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9754218,0.00034469817,0.00006208223,0.0016349874,0.00004220147,0.000055725235,2.9806242e-7,0.00004981958,0.022388427],"genre_scores_gemma":[0.9855266,0.00014099962,0.00072855275,0.002932441,0.00012001885,0.0000016476316,0.000002885282,0.000006206985,0.010540628],"study_design_codex":"case_report","study_design_gemma":"observational","domain_scores_codex":[0.9996876,0.0000046978266,0.0000623155,0.00009393868,0.00006371504,0.000087729044],"domain_scores_gemma":[0.99979985,0.000020000332,0.0000108402555,0.00010817935,0.000009968422,0.000051144794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000025901893,0.000040505147,0.000077589204,0.000020150577,0.000058127494,0.0000041447965,0.000015425649,0.000017168639,0.000040779218],"category_scores_gemma":[0.000058722868,0.000033614506,0.000017776549,0.000041215353,0.000034440433,0.00003699151,0.000015717413,0.00006524133,0.000030611198],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000077411365,0.00013980891,0.043974828,0.00023575718,0.00010221928,0.5459785,0.009212051,0.0000020121454,0.037160616,0.00031055065,0.11309,0.24971625],"study_design_scores_gemma":[0.0011407996,0.00013966153,0.77543175,0.00016790089,0.000026403353,0.0015962293,0.0001011727,0.000061089035,0.0018744027,0.00016421198,0.21918073,0.0001156326],"about_ca_topic_score_codex":0.000091482485,"about_ca_topic_score_gemma":0.000004398963,"teacher_disagreement_score":0.73145694,"about_ca_system_score_codex":0.0000051156157,"about_ca_system_score_gemma":0.000007714109,"threshold_uncertainty_score":0.13707598},"labels":[],"label_agreement":null},{"id":"W4238186658","doi":"10.1136/bmjopen-2017-018653corr1","title":"Correction: <i>Understanding frailty: a qualitative study of European healthcare policy-makers’ approaches to frailty screening and management</i>","year":2018,"lang":"en","type":"erratum","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Health care; Qualitative research; Gerontology; Social science","score_opus":0.4968009143506749,"score_gpt":0.4712682942412458,"score_spread":0.02553262010942914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238186658","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010927523,0.000304469,0.004452363,0.023833664,0.010961478,0.051510118,0.00031215372,0.00024130833,0.9072917],"genre_scores_gemma":[0.10199246,0.00015998908,0.011379214,0.00619344,0.006936283,0.0025066624,0.0011997727,0.000646775,0.8689854],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9945083,0.0013005212,0.0011151278,0.0012958293,0.0011305558,0.0006496638],"domain_scores_gemma":[0.99680895,0.00023715357,0.0007611016,0.0014680662,0.00021029363,0.0005144417],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026225152,0.0006722596,0.0015034757,0.00075758016,0.00037523021,0.00025001448,0.00086009194,0.0002937569,0.00007449448],"category_scores_gemma":[0.0006279753,0.0006540711,0.00013414402,0.0010368825,0.00023988787,0.00024241341,0.0024175828,0.000998413,0.000058980382],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00089563854,0.00033017993,0.00026931532,0.0018269233,0.0009782382,0.00014847744,0.13405034,0.0000023342654,8.810157e-7,0.00044812675,0.8564211,0.0046284264],"study_design_scores_gemma":[0.00826326,0.0070190444,0.0065486105,0.015498122,0.000730097,0.00017802962,0.70027804,0.00015418943,0.0000069453936,0.00038430816,0.2596835,0.0012558734],"about_ca_topic_score_codex":0.004719681,"about_ca_topic_score_gemma":0.0040688138,"teacher_disagreement_score":0.5967376,"about_ca_system_score_codex":0.00053154875,"about_ca_system_score_gemma":0.00040091632,"threshold_uncertainty_score":0.99959105},"labels":[],"label_agreement":null},{"id":"W4238264350","doi":"10.5770/cgj.20.260","title":"Abstracts from the 25th Annual Scientific Meeting of the Canadian Academy of Geriatric Psychiatry","year":2017,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychiatry; Geriatric psychiatry; Family medicine; Gerontology","score_opus":0.024233939283612588,"score_gpt":0.27482271092922883,"score_spread":0.2505887716456162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238264350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92592525,0.0022099519,0.0000019036254,0.057255503,0.0057797106,0.00044769212,0.0009795029,0.000007146808,0.0073933536],"genre_scores_gemma":[0.99568254,0.000063589316,0.00068526075,0.001033076,0.001721429,0.0000021696314,0.000008384525,0.000035029032,0.0007685443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973593,0.000099831006,0.00078835373,0.00028543678,0.0007269382,0.000740139],"domain_scores_gemma":[0.9960188,0.000102632395,0.001179452,0.00087410386,0.00044831948,0.0013766536],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0015515189,0.0002148985,0.00036443808,0.00047574643,0.002642703,0.00037068856,0.001598484,0.0002907016,0.00017406464],"category_scores_gemma":[0.0018384025,0.00014370067,0.00027307234,0.0005037572,0.0005601291,0.00023720658,0.00007852087,0.0011815648,0.000017044209],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005922237,0.00006337508,0.57760054,0.00010784269,0.00034439028,0.0000972662,0.0029693886,0.00021884372,0.0007583723,0.0009313313,0.40873617,0.008113245],"study_design_scores_gemma":[0.0009561225,0.000030193294,0.92904,0.00023575267,0.00023204954,0.00025286208,0.0004248236,0.00004901457,0.00034758748,0.0008461385,0.06741453,0.00017091779],"about_ca_topic_score_codex":0.6943777,"about_ca_topic_score_gemma":0.9518562,"teacher_disagreement_score":0.35143948,"about_ca_system_score_codex":0.00060399564,"about_ca_system_score_gemma":0.011738389,"threshold_uncertainty_score":0.99865574},"labels":[],"label_agreement":null},{"id":"W4238356490","doi":"10.31525/ct1-nct03913299","title":"Frailty Assessment by Edmonton Frail Scale to Predict Outcome in Patients Undergoing Cardiovascular Surgery","year":2019,"lang":"en","type":"article","venue":"Case Medical Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Outcome (game theory); Scale (ratio); Gerontology; Intensive care medicine; Surgery; Geography; Cartography","score_opus":0.07235892673890217,"score_gpt":0.39889351675275625,"score_spread":0.3265345900138541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238356490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9876772,0.0004899778,0.00025275914,0.0045576883,0.0005060831,0.0017377561,0.000038872167,0.000072220544,0.004667423],"genre_scores_gemma":[0.99566424,0.00009763001,0.00021757637,0.00073902257,0.00021995358,0.00015764117,0.00013293317,0.00006684227,0.0027041342],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98981655,0.00077832263,0.0008315056,0.00090261945,0.0063751135,0.0012958946],"domain_scores_gemma":[0.9935183,0.0029607196,0.000044381493,0.0012766224,0.00047412005,0.0017258642],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0074993223,0.0002729811,0.0009804572,0.00062260363,0.000117870804,0.000052932253,0.00033253178,0.0004233884,0.0021389618],"category_scores_gemma":[0.010661058,0.00023641894,0.0003573865,0.0010969082,0.0002161966,0.00014647105,0.00047840245,0.0019415817,0.0007392271],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013674411,0.00057937653,0.8446436,0.00042428917,0.00013823193,0.0042312616,0.00017051025,0.000008346829,0.000038499536,0.000006251642,0.05846198,0.091160886],"study_design_scores_gemma":[0.010396673,0.0016672445,0.7824018,0.0022020931,0.00007405389,0.0005700778,0.0007075396,0.0013833487,0.0003028873,0.000040472238,0.19966495,0.00058884115],"about_ca_topic_score_codex":0.0022246353,"about_ca_topic_score_gemma":0.0006688995,"teacher_disagreement_score":0.14120297,"about_ca_system_score_codex":0.0011260125,"about_ca_system_score_gemma":0.001324106,"threshold_uncertainty_score":0.9987732},"labels":[],"label_agreement":null},{"id":"W4238892144","doi":"10.11124/01938924-200907210-00001","title":"Interventions to reduce the incidence of falls in older adult patients in acute care hospitals: a systematic review","year":2009,"lang":"en","type":"review","venue":"The JBI Database of Systematic Reviews and Implementation Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Psychological intervention; Medicine; Fall prevention; Incidence (geometry); MEDLINE; Systematic review; Acute care; Falling (accident); Intervention (counseling); Terminology; Poison control; Injury prevention; Physical therapy; Health care; Medical emergency; Nursing; Psychiatry","score_opus":0.05367948252116219,"score_gpt":0.42843259530674405,"score_spread":0.3747531127855819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238892144","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003945494,0.9228369,0.000028239783,0.00015724068,0.000119959805,0.07619539,0.00023876147,0.0000075297444,0.000021409782],"genre_scores_gemma":[0.0005842171,0.9892283,0.00028356953,0.00027293,0.000015496287,0.008551401,0.0009725364,0.000034965906,0.000056585806],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9854659,0.0022179796,0.01060165,0.00055170467,0.00086898,0.00029380378],"domain_scores_gemma":[0.98849684,0.0005396362,0.00791198,0.0023847686,0.00055687706,0.00010990191],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0061393413,0.000561913,0.0070392434,0.00036426666,0.000051192976,0.000030615833,0.00045115556,0.00008387457,0.000042062205],"category_scores_gemma":[0.0042967326,0.00027142002,0.00080625975,0.0010943601,0.000064089625,0.00020722915,0.00022506906,0.00028650172,0.000011561047],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002214291,0.00009133876,0.00010260866,0.98472154,0.00012613428,0.000036400623,0.0015269186,4.2103792e-8,3.3422052e-7,0.000016387801,0.0010927487,0.012283341],"study_design_scores_gemma":[0.00039971905,0.00017403427,0.00033498983,0.9880207,0.008240137,0.0004196107,0.0013921058,4.3925402e-7,0.0000018716303,0.000003617098,0.00079885405,0.00021392941],"about_ca_topic_score_codex":0.00038586598,"about_ca_topic_score_gemma":0.00041304217,"teacher_disagreement_score":0.06764399,"about_ca_system_score_codex":0.00023459672,"about_ca_system_score_gemma":0.00019256998,"threshold_uncertainty_score":0.9999738},"labels":[],"label_agreement":null},{"id":"W4239476296","doi":"10.21203/rs.2.15998/v1","title":"The development of multidimensional screening model of geriatric syndrome for community-dwelling older adults: results of the Taiwan Integration Health and Welfare (TIHW) Study","year":2019,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Cancer Research","funders":"Ministry of Health and Welfare","keywords":"Geriatric Depression Scale; Gerontology; Medicine; Depression (economics); Logistic regression; Activities of daily living; Mood; Geriatrics; Physical therapy; Cognition; Psychiatry","score_opus":0.13976792448226494,"score_gpt":0.4270054153159006,"score_spread":0.28723749083363564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239476296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.964192,0.0024847174,0.0045035635,0.0062061935,0.0001962007,0.021286502,0.00097472325,0.000043227377,0.00011288998],"genre_scores_gemma":[0.9862996,0.00038563242,0.011133102,0.00001319202,0.000063453925,0.00092776807,0.000559333,0.00012748942,0.0004904731],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9808165,0.0067222095,0.0029171084,0.0011419618,0.0067496826,0.0016525408],"domain_scores_gemma":[0.9780646,0.0076282504,0.0010771571,0.0033131042,0.009376393,0.0005404835],"candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03620128,0.0005942395,0.001565112,0.0015925878,0.0023353558,0.000093344424,0.0018506742,0.00051745796,0.000013231809],"category_scores_gemma":[0.010971818,0.00038699864,0.0004044591,0.0015887854,0.0013037382,0.00014533778,0.004551274,0.0066899727,0.0000030449169],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.046918523,0.018951178,0.03597308,0.11260679,0.0037792453,0.00003394029,0.49309334,0.03254435,0.0035226585,0.0015351985,0.007751228,0.24329047],"study_design_scores_gemma":[0.02976219,0.016026014,0.14581814,0.06513532,0.00017380077,0.000044845798,0.44519478,0.28832054,0.0064085857,0.0010683859,0.0008448676,0.0012024909],"about_ca_topic_score_codex":0.0041282345,"about_ca_topic_score_gemma":0.002012716,"teacher_disagreement_score":0.2557762,"about_ca_system_score_codex":0.000850095,"about_ca_system_score_gemma":0.005872507,"threshold_uncertainty_score":0.9998582},"labels":[],"label_agreement":null},{"id":"W4240126052","doi":"10.1017/s1041610207244953","title":"The Handbook of Geriatric Assessment, 4th edition Editors: J. J. GALLO, H. R. BOGNER, T. FULMER AND G. J. PAVEZA Sudbury, Massachusetts: Jones and Bartlett Publishers, 2006, U.S.$66.95 Hardback, 471 pp. ISBN-10 0 7637 3056 4","year":2006,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Gerontology; Medicine; Computer science","score_opus":0.008596591517062916,"score_gpt":0.27050523296113504,"score_spread":0.2619086414440721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240126052","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24208495,0.15096357,0.01937636,0.2846812,0.14512947,0.008938744,0.004845099,0.0014330278,0.14254756],"genre_scores_gemma":[0.50890243,0.09236254,0.037141856,0.0068301368,0.18822193,0.0011282265,0.007989044,0.001003352,0.15642047],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99631965,0.000118649565,0.0010027671,0.00073228584,0.0013198958,0.0005067474],"domain_scores_gemma":[0.99727845,0.00053310225,0.0005878902,0.0005452039,0.0008306788,0.00022465951],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00077988754,0.0004403314,0.00048068655,0.0003246163,0.00023018994,0.00053287187,0.0004040863,0.00032840128,0.0005820857],"category_scores_gemma":[0.00030903946,0.0003588446,0.00018620845,0.000498322,0.00032666323,0.00092305994,0.00011905043,0.00048911286,0.00003454297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002832601,0.00028073834,0.019850217,0.00009109847,0.00020850493,0.00002036522,0.000043600867,0.000008201307,0.0019952294,0.0004231668,0.97411263,0.0026829634],"study_design_scores_gemma":[0.004529852,0.00033770106,0.06646368,0.00018702142,0.0002326847,0.00014243955,0.00011779503,0.00051268697,0.00031923852,0.002132013,0.9245968,0.00042810861],"about_ca_topic_score_codex":0.00047515146,"about_ca_topic_score_gemma":0.00008077046,"teacher_disagreement_score":0.27785107,"about_ca_system_score_codex":0.00019077648,"about_ca_system_score_gemma":0.00017451629,"threshold_uncertainty_score":0.99988633},"labels":[],"label_agreement":null},{"id":"W4240226456","doi":"10.21203/rs.2.16291/v1","title":"Assessment of Predictive Validity and Feasibility of Edmonton Frailty Scale in Identifying Postoperative Complications among Asian Elderly Patients A Prospective Observational Study","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Observational study; Scale (ratio); Medicine; Predictive validity; Physical therapy; Gerontology; Internal medicine; Clinical psychology; Geography; Cartography","score_opus":0.15044116207994152,"score_gpt":0.4057768198998305,"score_spread":0.255335657819889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240226456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801287,0.00001438846,0.0012548141,0.00036348874,0.0001657727,0.011748763,0.000617264,0.00003793439,0.0056688963],"genre_scores_gemma":[0.9948001,0.0000073733067,0.003906842,0.000027352065,0.000017433127,0.0004889198,0.00050979946,0.000027858374,0.00021435456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962659,0.0003467078,0.001184529,0.0010291396,0.0009442538,0.0002294553],"domain_scores_gemma":[0.9961214,0.00023078402,0.00072641886,0.0009500545,0.0018472334,0.00012410425],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006342302,0.0003781159,0.0011196597,0.00026477122,0.00006332887,0.000029616962,0.00023815758,0.000277601,0.00004263261],"category_scores_gemma":[0.00039994516,0.00035217643,0.00014241847,0.0002836717,0.00030652832,0.0002539058,0.0006537427,0.000873482,9.530678e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014112968,0.00506344,0.9872704,0.0005031721,0.00020426694,9.653947e-7,0.006110879,0.0001779737,0.00014993279,0.000048748916,0.000054062715,0.00027501577],"study_design_scores_gemma":[0.0042112228,0.002198677,0.985175,0.0009343169,0.000186124,9.0223597e-7,0.0037317516,0.0023228317,0.000275909,0.00073448505,7.686101e-7,0.00022800137],"about_ca_topic_score_codex":0.0026974203,"about_ca_topic_score_gemma":0.003968105,"teacher_disagreement_score":0.014671389,"about_ca_system_score_codex":0.0007822854,"about_ca_system_score_gemma":0.000613628,"threshold_uncertainty_score":0.999893},"labels":[],"label_agreement":null},{"id":"W4240255113","doi":"10.21203/rs.3.rs-36416/v1","title":"Physical Frailty and Its Associated Factors Among Elderly Nursing Home Residents in China","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"China; Nursing homes; Gerontology; Medicine; Nursing; Geography","score_opus":0.1286651805509447,"score_gpt":0.44866887409465783,"score_spread":0.32000369354371316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240255113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9747548,0.0021568085,0.000019183792,0.0114202695,0.0003628754,0.007364677,0.00053132675,0.00041993902,0.002970111],"genre_scores_gemma":[0.9933791,0.0011882364,0.000063468295,0.000028045959,0.0010029295,0.00062250934,0.0011415598,0.0003813452,0.0021928106],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9731074,0.006160104,0.0013791668,0.0034554617,0.01130146,0.0045963875],"domain_scores_gemma":[0.9873597,0.004365343,0.00029595365,0.0021074647,0.0031168833,0.002754642],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.008039978,0.001252388,0.0024961443,0.0039816527,0.00091488357,0.0009014702,0.0019115641,0.0018491248,0.00037540076],"category_scores_gemma":[0.022163149,0.0012073956,0.0006028665,0.0045542084,0.0020075927,0.0006253585,0.0038819218,0.02146603,0.00032423323],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003693264,0.010593612,0.77910787,0.0191414,0.0016090047,0.0080513405,0.08087131,0.0002464084,0.012893326,0.0011577161,0.05282395,0.029810822],"study_design_scores_gemma":[0.0041068383,0.0032968123,0.9473441,0.017938534,0.0000687197,0.00001543403,0.003148426,0.00908736,0.0024383205,0.011372485,0.00016859933,0.0010143456],"about_ca_topic_score_codex":0.010038531,"about_ca_topic_score_gemma":0.0015740176,"teacher_disagreement_score":0.16823627,"about_ca_system_score_codex":0.004485508,"about_ca_system_score_gemma":0.00303561,"threshold_uncertainty_score":0.9994467},"labels":[],"label_agreement":null},{"id":"W4240627344","doi":"10.15253/2175-6783.2015000300012","title":"Association between physical frailty and cognitive scores in older adults","year":2015,"lang":"en","type":"article","venue":"Rev Rene","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Cognition; Association (psychology); Cognitive impairment; Medicine; Cognitive decline; Frailty Index; Psychology; Dementia; Psychiatry; Disease","score_opus":0.03283799847170994,"score_gpt":0.3165946996247469,"score_spread":0.28375670115303697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240627344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956488,0.00042502946,0.000028656796,0.0016280412,0.000054011805,0.0003653553,0.000026369029,0.000040661536,0.0017830728],"genre_scores_gemma":[0.997948,0.00004030484,0.00013063871,0.00013789814,0.0004244588,0.000018028066,0.00008458509,0.000015839138,0.0012002327],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990354,0.00005775488,0.00016612464,0.00022922471,0.00030995414,0.00020150123],"domain_scores_gemma":[0.99924743,0.00023880182,0.000077674624,0.00011281491,0.00015853185,0.0001647647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001952123,0.00011072504,0.00030278284,0.000069928865,0.000015833186,0.00001182376,0.000034517823,0.000104678824,0.000012820042],"category_scores_gemma":[0.0011882106,0.000098588986,0.00003347906,0.00017088998,0.000033906497,0.00008696865,0.00003789944,0.00020357569,0.000060088103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000121839206,0.00016224154,0.93498033,0.00009162709,0.0000840812,0.000024842244,0.0028617482,3.55866e-7,0.00009916148,0.000009549016,0.003225357,0.058338873],"study_design_scores_gemma":[0.005463098,0.00023668571,0.9901171,0.0010277343,0.00014196552,0.0000059729414,0.00023800012,0.00012434895,0.0018410124,0.000236517,0.00044721246,0.00012038793],"about_ca_topic_score_codex":0.0002019926,"about_ca_topic_score_gemma":0.000086863525,"teacher_disagreement_score":0.058218487,"about_ca_system_score_codex":0.00014068879,"about_ca_system_score_gemma":0.000058788773,"threshold_uncertainty_score":0.4020342},"labels":[],"label_agreement":null},{"id":"W4241799633","doi":"10.1007/s12603-020-1498-x","title":"Screening for and Managing the Person with Frailty in Primary Care: ICFSR Consensus Guidelines","year":2020,"lang":"en","type":"article","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"National Health and Medical Research Council; National Institutes of Health; Les Laboratories Pierre Fabre; Danone; Astellas Pharma; Mylan; Biogen; Cytokinetics; Daiichi Sankyo Europe; Sanofi; Pfizer; AgNovos Healthcare; Teva Pharmaceutical Industries; Nestec; French Dairy Interbranch Organization; Radius Health; U.S. Department of Agriculture","keywords":"Primary care; Consensus conference; Medicine; Nursing; Gerontology; Family medicine; Internal medicine","score_opus":0.12748135246681502,"score_gpt":0.3577901237646693,"score_spread":0.23030877129785426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241799633","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2721812,0.022758733,0.010238669,0.69362205,0.00008009319,0.0010083168,0.0000106428615,0.000022298691,0.00007795413],"genre_scores_gemma":[0.93384963,0.0019372122,0.0309634,0.032344893,0.00083765184,0.000011118459,0.000009469409,0.00003067312,0.000015955535],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9987143,0.00014099364,0.0005052397,0.00010847057,0.00029510589,0.00023583368],"domain_scores_gemma":[0.99862915,0.00044818746,0.00036395635,0.00011052323,0.00029789977,0.00015030029],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010120801,0.00011467562,0.00032218217,0.000091021546,0.00021184285,0.000021775155,0.00009994676,0.000027466791,0.000002386361],"category_scores_gemma":[0.0001779242,0.00006482892,0.000050299604,0.00019242291,0.00008015741,0.0000716536,0.000019405672,0.00042246789,2.6864942e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019565314,0.00056800083,0.044695213,0.031904455,0.0006536544,0.00053703535,0.16677181,0.0032552902,0.0067851576,0.00033086256,0.11191533,0.61301786],"study_design_scores_gemma":[0.10914453,0.017458683,0.28323373,0.07630123,0.0015471613,0.017853752,0.337911,0.05731917,0.0020520133,0.0012357613,0.09446935,0.0014735968],"about_ca_topic_score_codex":0.00012764524,"about_ca_topic_score_gemma":0.00003185304,"teacher_disagreement_score":0.6616684,"about_ca_system_score_codex":0.00012569393,"about_ca_system_score_gemma":0.00017655929,"threshold_uncertainty_score":0.26436466},"labels":[],"label_agreement":null},{"id":"W4242690302","doi":"10.1200/jco.2020.38.15_suppl.e24032","title":"Patient-reported outcomes (PROs) in older adults with gastrointestinal (GI) cancer undergoing surgery.","year":2020,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Depression (economics); Activities of daily living; Comorbidity; Perioperative; Cancer; Physical therapy; Geriatric Depression Scale; Geriatric oncology; Randomized controlled trial; Internal medicine; Anxiety; Surgery; Depressive symptoms; Psychiatry","score_opus":0.09772491008913638,"score_gpt":0.41734124276765056,"score_spread":0.3196163326785142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242690302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9425259,0.00016825942,0.00022021984,0.05566709,0.0006136885,0.0003103688,0.0000024280153,0.000021787286,0.00047023004],"genre_scores_gemma":[0.9839467,0.00017777891,0.0057649706,0.009381699,0.00060638087,0.000008400019,0.0000027370809,0.000031793137,0.00007954234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949604,0.0002926992,0.0034605055,0.000311656,0.00059264246,0.00038207573],"domain_scores_gemma":[0.9896733,0.0061472706,0.0026706397,0.0001864385,0.00061733334,0.0007049973],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0011490706,0.00021617727,0.00204412,0.00014525342,0.000024002826,0.000009880089,0.00012437213,0.00019694233,0.00030113183],"category_scores_gemma":[0.019410605,0.00014259756,0.00042748376,0.0003044283,0.0001798703,0.00015744264,0.000054472344,0.001454649,0.0000129596465],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007526939,0.0010934859,0.9321721,0.0001244566,0.00020387046,0.007213803,0.00039989423,0.00006166304,0.000019481216,0.0000031435109,0.005648454,0.04553268],"study_design_scores_gemma":[0.015123449,0.010282224,0.9667996,0.0024089108,0.00021826931,0.0024698942,0.0005688663,0.00018463115,0.000029312929,0.000015305006,0.0017529731,0.00014651868],"about_ca_topic_score_codex":0.00009778119,"about_ca_topic_score_gemma":0.0008038318,"teacher_disagreement_score":0.04628539,"about_ca_system_score_codex":0.00019914418,"about_ca_system_score_gemma":0.00434633,"threshold_uncertainty_score":0.98884934},"labels":[],"label_agreement":null},{"id":"W4243298074","doi":"10.21203/rs.3.rs-34750/v3","title":"Mild behavioral impairment is related to frailty in non-dementia older adults: a cross-sectional study","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Guangdong Provincial Hospital of Traditional Chinese Medicine","keywords":"Dementia; Montreal Cognitive Assessment; Logistic regression; Odds ratio; Checklist; Medicine; Gerontology; Cognition; Cross-sectional study; Odds; Cognitive impairment; Psychology; Psychiatry; Internal medicine; Disease","score_opus":0.09744515908525322,"score_gpt":0.46733857414908136,"score_spread":0.3698934150638281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243298074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798813,0.00032800186,0.000014455148,0.0045134034,0.00059352367,0.0133736655,0.0005407048,0.00018402461,0.0005709298],"genre_scores_gemma":[0.99325895,0.000036350357,0.00043193257,0.00029378236,0.0003172149,0.0025882558,0.00071885786,0.00015578295,0.0021988535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99023944,0.0005111963,0.0014280019,0.0022721626,0.004132096,0.0014170944],"domain_scores_gemma":[0.99550456,0.00017671484,0.00015794886,0.0016993058,0.0014226175,0.0010388779],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002111791,0.00065183494,0.0009693927,0.0012638877,0.00024454817,0.000300286,0.0008631768,0.0008406476,0.003376679],"category_scores_gemma":[0.00049929484,0.00065232586,0.00041011666,0.0015594042,0.00020140287,0.00012711143,0.0031512794,0.0055930666,0.0012346099],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001561089,0.005715068,0.95200074,0.0015258072,0.0003760782,0.001041997,0.019719845,0.00006827295,0.00012916433,0.0000024901972,0.0168143,0.0010451548],"study_design_scores_gemma":[0.008644321,0.004397899,0.9785625,0.003158096,0.000076020115,0.000018804812,0.0034989119,0.00039444357,0.0002276016,0.000110712346,0.00039953005,0.0005112037],"about_ca_topic_score_codex":0.0062736333,"about_ca_topic_score_gemma":0.00092062954,"teacher_disagreement_score":0.026561722,"about_ca_system_score_codex":0.0016959314,"about_ca_system_score_gemma":0.0010215216,"threshold_uncertainty_score":0.9995928},"labels":[],"label_agreement":null},{"id":"W4243476282","doi":"10.21203/rs.2.12117/v2","title":"Orthopaedic Surgeons Perceptions of Frailty and Frailty Screening","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Medical Research Council; Canadian Institutes of Health Research; Resthaven Incorporated","keywords":"Medicine; Thematic analysis; Context (archaeology); Gerontology; Geriatrics; Qualitative research; MEDLINE; Exploratory research; Psychiatry","score_opus":0.11389984615458333,"score_gpt":0.41816370765480154,"score_spread":0.3042638615002182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243476282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97761154,0.002326354,0.0017271377,0.0038239732,0.00034307587,0.0031780952,0.00086358376,0.00017694075,0.009949306],"genre_scores_gemma":[0.9867329,0.0014557956,0.0023565535,0.00005783999,0.00029024007,0.00015070332,0.0006797255,0.00010304536,0.008173225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99460626,0.00053510536,0.0006773425,0.0010186759,0.0022316677,0.0009309537],"domain_scores_gemma":[0.9948249,0.0011156533,0.00017672266,0.0017995348,0.0015018624,0.00058131496],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020791846,0.00040636535,0.0009981768,0.0010382495,0.00021856664,0.00007584833,0.0004015444,0.00079802115,0.0017103452],"category_scores_gemma":[0.0024286464,0.000380932,0.00041780586,0.00059298746,0.0007610776,0.00009952065,0.0019662923,0.0038641167,0.00017924956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034438277,0.00044620427,0.9263484,0.011656779,0.00042810728,0.00014837159,0.002137167,0.00021313084,0.0019059948,0.00022885768,0.0201023,0.036040332],"study_design_scores_gemma":[0.0019527129,0.0006558167,0.97212136,0.009775142,0.00013140941,0.00008024779,0.0023498791,0.002215228,0.00025061134,0.00046815703,0.009562534,0.00043687344],"about_ca_topic_score_codex":0.0018652076,"about_ca_topic_score_gemma":0.00034492443,"teacher_disagreement_score":0.045773014,"about_ca_system_score_codex":0.00019266097,"about_ca_system_score_gemma":0.0010295017,"threshold_uncertainty_score":0.9998643},"labels":[],"label_agreement":null},{"id":"W4243571106","doi":"10.5770/cgj.16.85","title":"Abstracts from the 33rd Annual Scientific Meeting of the Canadian Geriatrics Society Toronto, April 2013","year":2013,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatrics; Gerontology; Psychiatry","score_opus":0.013982145593942709,"score_gpt":0.22687992426905232,"score_spread":0.21289777867510962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243571106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9116909,0.008610983,0.00001740571,0.056300893,0.00978422,0.0014198723,0.0012313674,0.000035020796,0.010909375],"genre_scores_gemma":[0.9908414,0.0003435309,0.00118776,0.0025743535,0.0022697123,0.000011053911,0.000039061957,0.000059989805,0.002673159],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99661124,0.00012938205,0.00082129485,0.00037196834,0.0009152414,0.001150859],"domain_scores_gemma":[0.9948547,0.00024536633,0.00052648614,0.0008509576,0.0012986345,0.0022238444],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013473334,0.00030048116,0.0003682108,0.00016595614,0.0018015907,0.00064819487,0.0009782086,0.00033716173,0.00161959],"category_scores_gemma":[0.0009310812,0.00020164798,0.00041485962,0.00074598286,0.00035810645,0.00045854403,0.000076845805,0.001037021,0.0001148408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000056945382,0.000023884679,0.019992752,0.00002711363,0.00015004072,0.000040833267,0.004824964,0.00019556936,0.0004580244,0.00003466218,0.9676782,0.006568256],"study_design_scores_gemma":[0.0015555539,0.00008511381,0.4805667,0.00019482881,0.00033163137,0.0004836378,0.0051214127,0.00053052395,0.00028156413,0.0005007125,0.50981617,0.00053215027],"about_ca_topic_score_codex":0.9762711,"about_ca_topic_score_gemma":0.99572605,"teacher_disagreement_score":0.46057394,"about_ca_system_score_codex":0.002915655,"about_ca_system_score_gemma":0.010741411,"threshold_uncertainty_score":0.99949795},"labels":[],"label_agreement":null},{"id":"W4243654301","doi":"10.1016/j.rceng.2019.04.011","title":"Simplification of the Barthel scale for screening for frailty and severe dependency in polypathological patients","year":2019,"lang":"en","type":"article","venue":"Revista Clínica Española (English Edition)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Instituto de Salud Carlos III; Ministry of Health, British Columbia","keywords":"Barthel index; Stairs; Medicine; Physical therapy; Activities of daily living","score_opus":0.01994422024205297,"score_gpt":0.27377655049919086,"score_spread":0.2538323302571379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243654301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99097824,0.00015739526,0.0023717287,0.0010837306,0.0004604472,0.003721495,0.00052180595,0.000049957744,0.00065520365],"genre_scores_gemma":[0.9941284,0.00003283721,0.0042714584,0.00028577528,0.00036719014,0.00021075818,0.00031290538,0.000030662457,0.00035997908],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99835885,0.00007887991,0.0005460626,0.0004268991,0.00031101602,0.00027829595],"domain_scores_gemma":[0.9980291,0.000590208,0.00024113407,0.0005152934,0.000526838,0.00009741733],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043012586,0.00018087307,0.00042242737,0.0000790037,0.00008659584,0.000032003307,0.00018799424,0.00019623093,0.000066178036],"category_scores_gemma":[0.002323451,0.00013778047,0.00017769856,0.00020642647,0.00010487301,0.00021594689,0.00007299674,0.0002288127,0.000004802365],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011135315,0.0008178559,0.9553911,0.0020705413,0.00005585765,0.0000012015203,0.001146742,0.000030106967,0.0018460323,0.003879174,0.007680302,0.02596752],"study_design_scores_gemma":[0.00791448,0.0007094986,0.9521257,0.0010533063,0.00013112747,0.000011204874,0.0003396105,0.00066549005,0.0007328942,0.00070143974,0.035323296,0.0002918989],"about_ca_topic_score_codex":0.000005677599,"about_ca_topic_score_gemma":0.000015043949,"teacher_disagreement_score":0.027642993,"about_ca_system_score_codex":0.000057639514,"about_ca_system_score_gemma":0.0000654635,"threshold_uncertainty_score":0.56185246},"labels":[],"label_agreement":null},{"id":"W4243740784","doi":"10.21203/rs.3.rs-34750/v2","title":"Mild behavioral impairment is related to frailty in non-dementia older adults: a cross-sectional study","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Guangdong Provincial Hospital of Traditional Chinese Medicine","keywords":"Dementia; Logistic regression; Cross-sectional study; Checklist; Odds ratio; Montreal Cognitive Assessment; Cognition; Gerontology; Medicine; Cognitive impairment; Multivariate analysis; Psychology; Psychiatry; Internal medicine; Disease","score_opus":0.09744515908525322,"score_gpt":0.46733857414908136,"score_spread":0.3698934150638281,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243740784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9798813,0.00032800186,0.000014455148,0.0045134034,0.00059352367,0.0133736655,0.0005407048,0.00018402461,0.0005709298],"genre_scores_gemma":[0.99325895,0.000036350357,0.00043193257,0.00029378236,0.0003172149,0.0025882558,0.00071885786,0.00015578295,0.0021988535],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99023944,0.0005111963,0.0014280019,0.0022721626,0.004132096,0.0014170944],"domain_scores_gemma":[0.99550456,0.00017671484,0.00015794886,0.0016993058,0.0014226175,0.0010388779],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002111791,0.00065183494,0.0009693927,0.0012638877,0.00024454817,0.000300286,0.0008631768,0.0008406476,0.003376679],"category_scores_gemma":[0.00049929484,0.00065232586,0.00041011666,0.0015594042,0.00020140287,0.00012711143,0.0031512794,0.0055930666,0.0012346099],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001561089,0.005715068,0.95200074,0.0015258072,0.0003760782,0.001041997,0.019719845,0.00006827295,0.00012916433,0.0000024901972,0.0168143,0.0010451548],"study_design_scores_gemma":[0.008644321,0.004397899,0.9785625,0.003158096,0.000076020115,0.000018804812,0.0034989119,0.00039444357,0.0002276016,0.000110712346,0.00039953005,0.0005112037],"about_ca_topic_score_codex":0.0062736333,"about_ca_topic_score_gemma":0.00092062954,"teacher_disagreement_score":0.026561722,"about_ca_system_score_codex":0.0016959314,"about_ca_system_score_gemma":0.0010215216,"threshold_uncertainty_score":0.9995928},"labels":[],"label_agreement":null},{"id":"W4244468761","doi":"10.1002/14651858.cd005417","title":"Home-based care for reducing morbidity and mortality in people infected with HIV/AIDS","year":2005,"lang":"en","type":"reference-entry","venue":"Cochrane Database of Systematic Reviews","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Society of Intestinal Research","funders":"","keywords":"Medicine; Human immunodeficiency virus (HIV); Intervention (counseling); Protocol (science); Intensive care medicine; Medical emergency; Family medicine; Alternative medicine; Nursing; Pathology","score_opus":0.06503099830048836,"score_gpt":0.34871806939143635,"score_spread":0.283687071090948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244468761","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052379634,0.8936065,0.0025138156,0.00012466946,0.00061195204,0.03770252,0.009633873,0.00011521358,0.003311819],"genre_scores_gemma":[0.037869338,0.86502033,0.028094709,0.00018587803,0.0010432132,0.008039654,0.05488225,0.00033701275,0.0045275856],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9940725,0.0006945653,0.0029251494,0.0009426392,0.0008888202,0.00047633686],"domain_scores_gemma":[0.9935993,0.0010142402,0.001927105,0.0025660035,0.00062581804,0.00026754744],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020849227,0.00081964437,0.0066536474,0.0004628373,0.00006350362,0.00003829655,0.00034393973,0.0003493232,0.00010577925],"category_scores_gemma":[0.0036897997,0.000555712,0.00036196524,0.0005971721,0.0001394745,0.0001714821,0.00010075668,0.00059245,0.000021024178],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089020454,0.0001988128,0.0058756657,0.9820101,0.00016844516,0.0000300974,0.00058164756,0.0000051000725,0.000011813829,0.00001005803,0.009976554,0.0010426706],"study_design_scores_gemma":[0.0045404355,0.00044422946,0.0026985924,0.9844812,0.0033840262,0.00012671453,0.0004327969,0.00034286967,0.00006705115,0.0000014426641,0.0028678053,0.0006128313],"about_ca_topic_score_codex":0.00054241245,"about_ca_topic_score_gemma":0.0019001854,"teacher_disagreement_score":0.045248378,"about_ca_system_score_codex":0.00036546245,"about_ca_system_score_gemma":0.00078783924,"threshold_uncertainty_score":0.99968946},"labels":[],"label_agreement":null},{"id":"W4244668121","doi":"10.21203/rs.3.rs-151814/v1","title":"Describing people with cognitive impairment and their complex treatment needs during routine care in the hospital – cross-sectional results of the intersec-CM study","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Deutsches Zentrum für Neurodegenerative Erkrankungen; Bundesministerium für Bildung und Forschung; Kempe Foundation","keywords":"Dementia; Medicine; Delirium; Cognition; Medical diagnosis; Conventional PCI; Geriatric Depression Scale; Depression (economics); Health care; Cognitive impairment; Acute care; Activities of daily living; Intervention (counseling); Physical therapy; Gerontology; Psychiatry; Depressive symptoms; Disease; Internal medicine","score_opus":0.07853799755582387,"score_gpt":0.37534833813755475,"score_spread":0.2968103405817309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244668121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910388,0.0005559317,0.0000038926164,0.00105199,0.00010692193,0.006301719,0.0005812805,0.000024587996,0.00033490342],"genre_scores_gemma":[0.9984474,0.00007976482,0.000024260085,0.000016859678,0.00014401363,0.00067842717,0.0004323165,0.00004277915,0.00013419018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958728,0.00093493797,0.00054760295,0.0007282708,0.0013547343,0.0005616863],"domain_scores_gemma":[0.996747,0.0007257733,0.00016839118,0.00092862675,0.0012867401,0.00014344725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001044708,0.0003892261,0.0005802054,0.0003607159,0.00034933104,0.00022854152,0.00037376693,0.00015489158,0.000037072456],"category_scores_gemma":[0.0005397019,0.00019838434,0.00019106905,0.00074759114,0.00041866762,0.000067499735,0.0012916337,0.0014172283,0.0000012032706],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002018767,0.0015489312,0.75602746,0.0006227094,0.0003586392,0.00014082121,0.23872168,0.00010814763,0.00005494883,0.0000013291318,0.00001327905,0.0003832912],"study_design_scores_gemma":[0.0068133194,0.003794985,0.6465958,0.0025073797,0.00004124738,0.000063593834,0.33951005,0.00008151235,0.00046698155,0.0000022744605,0.0000033789127,0.000119467695],"about_ca_topic_score_codex":0.0051083434,"about_ca_topic_score_gemma":0.010111838,"teacher_disagreement_score":0.109431654,"about_ca_system_score_codex":0.0010900662,"about_ca_system_score_gemma":0.00074834184,"threshold_uncertainty_score":0.80898786},"labels":[],"label_agreement":null},{"id":"W4245868450","doi":"10.1186/s12877-019-1144-9","title":"Correction to: A cross-sectional study examining convergent validity of a frailty index based on electronic medical records in a Canadian primary care program","year":2019,"lang":"en","type":"erratum","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; University of Alberta","funders":"","keywords":"Medicine; Index (typography); Primary care; Section (typography); Gerontology; Cross-sectional study; Medical record; Rehabilitation; Family medicine; Physical therapy; World Wide Web; Computer science; Pathology","score_opus":0.04163388688129317,"score_gpt":0.32818642040958623,"score_spread":0.2865525335282931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4245868450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8513954,0.00043679433,0.00028268812,0.00013128914,0.1185445,0.01199869,0.00038298208,0.00028502513,0.016542586],"genre_scores_gemma":[0.96967846,0.000054116572,0.00025442307,0.0004883241,0.0023516682,0.0007552432,0.003146949,0.00016471189,0.023106124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.993688,0.00039324598,0.0012165835,0.0011657103,0.00238241,0.0011540717],"domain_scores_gemma":[0.9965238,0.000510676,0.0004551562,0.0009462191,0.0006918875,0.0008722515],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0015964963,0.00060222676,0.0011654088,0.0016447889,0.00009836883,0.00006398158,0.00044642418,0.0013675722,0.00052510115],"category_scores_gemma":[0.0036910991,0.00063291413,0.00026053222,0.0015383068,0.000071173,0.00005935155,0.00011308523,0.0031113282,0.000054102697],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00064009347,0.00095681386,0.8709855,0.0012748135,0.00005760873,0.00007588059,0.0003975495,0.00024549893,8.1988554e-7,6.2136723e-7,0.12284474,0.002520066],"study_design_scores_gemma":[0.0042217867,0.0067182835,0.9271735,0.00075226685,0.00011368928,0.000030878495,0.00020291955,0.0050997897,0.0000030137173,0.0000014635195,0.055201452,0.00048093344],"about_ca_topic_score_codex":0.19953631,"about_ca_topic_score_gemma":0.73800063,"teacher_disagreement_score":0.53846437,"about_ca_system_score_codex":0.007557979,"about_ca_system_score_gemma":0.03563111,"threshold_uncertainty_score":0.9999289},"labels":[],"label_agreement":null},{"id":"W4246241604","doi":"10.1016/j.jtcvs.2018.08.054","title":"Frailty as a risk predictor in cardiac surgery: Beyond the eyeball test","year":2018,"lang":"en","type":"editorial","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital; Saint John Regional Hospital; McGill University; Jewish General Hospital; University of Toronto; University of Alberta; St. Michael's Hospital","funders":"Pfizer Canada","keywords":"Medicine; Delirium; Scopus; Cardiac surgery; Stenosis; Internal medicine; Cardiology; Surgery; MEDLINE; Intensive care medicine","score_opus":0.01366152634571783,"score_gpt":0.2816491012421748,"score_spread":0.26798757489645697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246241604","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0710398,0.16193311,0.00007939473,0.00058413995,0.7638459,0.0008095133,0.0006368017,0.000057839847,0.0010134871],"genre_scores_gemma":[0.03410851,0.08464903,0.00012693067,0.00014888003,0.8792933,0.000044426703,0.00019093155,0.00023014494,0.0012078042],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99124014,0.0015913831,0.0019116433,0.00070181134,0.0037923611,0.0007626735],"domain_scores_gemma":[0.98154855,0.013578492,0.001345123,0.0015743804,0.0014246398,0.00052882475],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.017652826,0.0007606116,0.0047261277,0.0008730197,0.00019407633,0.00016677199,0.0004011476,0.0014202739,0.000080860125],"category_scores_gemma":[0.026748769,0.0005159353,0.0067326147,0.0007059401,0.00048992585,0.00029264897,0.0001985081,0.0033775351,0.00004236648],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004991276,0.00012623689,0.03630713,0.0005885999,0.0064005917,0.0014016909,0.00025630114,0.000004361243,0.0000038498792,2.2450368e-7,0.9094707,0.044941206],"study_design_scores_gemma":[0.00042566113,0.00022176323,0.01501755,0.0025906323,0.0060144365,0.0007363437,0.00020075837,0.0000064847495,0.00007467193,0.00013888575,0.9740524,0.0005203639],"about_ca_topic_score_codex":0.00035467205,"about_ca_topic_score_gemma":0.000021093412,"teacher_disagreement_score":0.11544743,"about_ca_system_score_codex":0.00028524295,"about_ca_system_score_gemma":0.0026256682,"threshold_uncertainty_score":0.9998761},"labels":[],"label_agreement":null},{"id":"W4246426391","doi":"10.21203/rs.3.rs-34750/v1","title":"Mild behavioral impairment is related to frailty in cognitively normal older adults: a cross-sectional study","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"Guangdong Provincial Hospital of Traditional Chinese Medicine","keywords":"Montreal Cognitive Assessment; Logistic regression; Odds ratio; Cognitive impairment; Cognition; Checklist; Cross-sectional study; Multivariate analysis; Gerontology; Medicine; Psychology; Psychiatry; Internal medicine","score_opus":0.12168544328366013,"score_gpt":0.471826230542881,"score_spread":0.3501407872592208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246426391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9800308,0.0002126962,0.000012362566,0.0044216826,0.00042471057,0.01245989,0.0013089393,0.00021973737,0.0009091899],"genre_scores_gemma":[0.99288774,0.000031788626,0.00027530422,0.00037348137,0.0004008562,0.002396859,0.0009283348,0.00014808349,0.002557555],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99023503,0.0007141588,0.001338013,0.0021512015,0.0041080434,0.0014535387],"domain_scores_gemma":[0.995077,0.00031647246,0.0001550794,0.001113877,0.0022248798,0.0011126563],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019717962,0.0006572777,0.0009724352,0.0012744815,0.00025893768,0.00027805736,0.00071134086,0.0008781802,0.0029341716],"category_scores_gemma":[0.00083418237,0.00066222815,0.00039214708,0.0015611649,0.000285147,0.00015766158,0.0027971654,0.0063970024,0.0012554768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003521387,0.00627065,0.9527008,0.0013268444,0.00023207457,0.0018472575,0.02462615,0.000039496517,0.0000599561,0.0000035553812,0.0074265865,0.0019452433],"study_design_scores_gemma":[0.010271019,0.0056953486,0.9730559,0.0035431322,0.000051767725,0.00004404069,0.0057906713,0.0002880872,0.00026367494,0.000080876845,0.00036963524,0.00054587005],"about_ca_topic_score_codex":0.0056167296,"about_ca_topic_score_gemma":0.00076606224,"teacher_disagreement_score":0.020355077,"about_ca_system_score_codex":0.0017055664,"about_ca_system_score_gemma":0.0014040095,"threshold_uncertainty_score":0.9995829},"labels":[],"label_agreement":null},{"id":"W4246965721","doi":"10.22215/etd/2014-10078","title":"The Assessment Of In-Bed Mobility Using Pressure Sensitive Mats","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Set (abstract data type); Computer science; Health care; Tree (set theory); Data set; Frame (networking); Artificial intelligence; Data mining; Data science; Mathematics","score_opus":0.0198290643554213,"score_gpt":0.3559660456849898,"score_spread":0.3361369813295685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246965721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94840807,0.00014520077,0.00014707368,0.00023321198,0.00059255323,0.0013529569,0.000017739518,0.000033720928,0.049069487],"genre_scores_gemma":[0.9875321,0.000026765792,0.0013440818,0.000050183924,0.00006644136,0.000018437913,0.00022074034,0.000026904409,0.010714381],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99858326,0.00012013676,0.00043549252,0.00027143513,0.0004067756,0.00018292826],"domain_scores_gemma":[0.9985635,0.00031757966,0.00023724287,0.0004838543,0.00034912766,0.000048685724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000431425,0.0001883888,0.00047309135,0.000073510244,0.000041307958,0.000011745579,0.00008549679,0.0002426919,0.0000718374],"category_scores_gemma":[0.0002238934,0.0001245341,0.000099519915,0.00010966294,0.000051606326,0.000028080247,0.00001874251,0.0003738936,0.0000029589687],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007103557,0.0069992165,0.2376602,0.05088567,0.0088413935,0.00040659058,0.030378737,0.0038275574,0.49717954,0.015654868,0.01965534,0.12140733],"study_design_scores_gemma":[0.0014048499,0.00018870928,0.953196,0.0016163762,0.00050508487,0.000012831454,0.0032138182,0.016806584,0.02150576,0.00018433707,0.0011207052,0.00024497238],"about_ca_topic_score_codex":0.00082099147,"about_ca_topic_score_gemma":0.0019829804,"teacher_disagreement_score":0.71553576,"about_ca_system_score_codex":0.000089329624,"about_ca_system_score_gemma":0.00027287693,"threshold_uncertainty_score":0.5078353},"labels":[],"label_agreement":null},{"id":"W4247660051","doi":"10.1093/geront/gnv619.05","title":"COMPREHENSIVE GERIATRIC ASSESSMENT AND TRANSITIONAL CARE IN ACUTELY HOSPITALIZED PATIENTS: THE TRANSITIONAL CARE BRIDGE RANDOMIZED CLINICAL TRIAL","year":2015,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Transitional care; Randomized controlled trial; Medicine; Intensive care medicine; Health care; Internal medicine; Political science","score_opus":0.08590040505770931,"score_gpt":0.39600878771976816,"score_spread":0.31010838266205887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247660051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97922754,0.0030798493,0.00048347245,0.009752622,0.0010252944,0.0042960206,0.00023027977,0.000061485545,0.0018434196],"genre_scores_gemma":[0.9962387,0.00018471961,0.0006675553,0.0014243124,0.00043068765,0.00032020966,0.00066710374,0.000021304577,0.000045393655],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99619377,0.0015462533,0.0008782199,0.000419254,0.00063343183,0.0003290458],"domain_scores_gemma":[0.9972841,0.0014058369,0.00019338852,0.0004069088,0.00054195826,0.00016778678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010339987,0.00028219115,0.0010069223,0.00006282468,0.00015310779,0.00004568136,0.00022710154,0.00019834025,0.000041979438],"category_scores_gemma":[0.00038383828,0.00015580744,0.000341971,0.00014740598,0.0011215254,0.0000925832,0.000048058137,0.00053512777,0.000009624829],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9340603,0.0009781518,0.015507082,0.00017871306,0.00055373186,0.00011882219,0.026314266,0.000063771906,0.000004595826,0.000665981,0.006668087,0.01488653],"study_design_scores_gemma":[0.68957007,0.0011882675,0.30281335,0.00005398644,0.00042396446,0.000037990543,0.0036240933,0.00015491071,0.0000018195816,0.00022177961,0.0017116455,0.0001981111],"about_ca_topic_score_codex":0.00044361848,"about_ca_topic_score_gemma":0.00031542426,"teacher_disagreement_score":0.28730625,"about_ca_system_score_codex":0.00027137803,"about_ca_system_score_gemma":0.00043549013,"threshold_uncertainty_score":0.6353643},"labels":[],"label_agreement":null},{"id":"W4247952228","doi":"10.5770/cgj.17.156","title":"Poster Abstracts from the 34th Annual Scientific Meeting of the Canadian Geriatrics Society, Edmonton, April 2013","year":2014,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatrics; Gerontology; Library science; Family medicine; Psychiatry","score_opus":0.013238731600449676,"score_gpt":0.22505040416046435,"score_spread":0.21181167256001468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247952228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89922285,0.0024416987,0.000032806078,0.07731419,0.008455095,0.0008318872,0.0011242996,0.000029718962,0.0105474815],"genre_scores_gemma":[0.9904986,0.00010318857,0.0006907133,0.003999422,0.002704652,0.000003932087,0.00004381027,0.000062808875,0.0018928936],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99650407,0.00019090252,0.0008285549,0.0003973414,0.0009613203,0.0011178226],"domain_scores_gemma":[0.99506104,0.00032303185,0.00057136256,0.0009099198,0.0011181356,0.0020164852],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00230935,0.0003096451,0.00039680567,0.00033717422,0.0017830117,0.0005565868,0.0010084222,0.00033751858,0.00026368935],"category_scores_gemma":[0.0013545401,0.00020864735,0.00041631015,0.0010097343,0.00038036154,0.0002336062,0.00008556874,0.0012251873,0.000066535154],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019129051,0.00003261485,0.046772502,0.00004349905,0.00018371249,0.000069472735,0.0067985114,0.00029061324,0.0004250095,0.00007508648,0.9384253,0.006864554],"study_design_scores_gemma":[0.0016139131,0.000103044775,0.3968537,0.00019913164,0.00037291093,0.0005398444,0.00114676,0.000403571,0.00029613145,0.00060652697,0.5974208,0.0004436422],"about_ca_topic_score_codex":0.8126135,"about_ca_topic_score_gemma":0.97859836,"teacher_disagreement_score":0.3500812,"about_ca_system_score_codex":0.001383595,"about_ca_system_score_gemma":0.008514379,"threshold_uncertainty_score":0.99951655},"labels":[],"label_agreement":null},{"id":"W4248131299","doi":"10.1053/j.gastro.2018.01.022","title":"Reply","year":2018,"lang":"en","type":"letter","venue":"Gastroenterology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"","keywords":"Scopus; Sample size determination; Medicine; MEDLINE; Mathematics; Statistics; Political science; Law","score_opus":0.018377751394027503,"score_gpt":0.26357946545160016,"score_spread":0.24520171405757266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248131299","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006626244,0.000034941884,0.00015955228,0.98703617,0.0017615975,0.00034715355,0.000046606092,0.0001761964,0.0038115312],"genre_scores_gemma":[0.00078345,0.00001310033,0.0013764643,0.9571028,0.014127605,0.000041871088,0.0007324469,0.00008731073,0.025734978],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978384,0.000103908125,0.0003778252,0.00062330905,0.00028425,0.00077231205],"domain_scores_gemma":[0.9985292,0.00004080502,0.00016972219,0.0010170409,0.00014798276,0.00009526856],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009869205,0.00033262355,0.0006616528,0.00020906937,0.000033031793,0.00001137893,0.00024866633,0.00067821133,0.0015159497],"category_scores_gemma":[0.00011160075,0.00030256851,0.00021485717,0.00005142129,0.00033581426,0.000026156393,0.00012534251,0.0018455588,0.0018245723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021270728,0.000025728505,0.009645468,0.00012345985,0.00017582698,0.0020633065,0.00003165243,2.9774112e-8,0.000024530782,4.0977676e-7,0.9875009,0.00019599206],"study_design_scores_gemma":[0.0013306533,0.0024875829,0.0049211015,0.00012001623,0.00018109902,0.0036662284,0.0000024990375,0.0000057335283,0.000021454038,0.000039488772,0.9871265,0.00009760506],"about_ca_topic_score_codex":0.000034806908,"about_ca_topic_score_gemma":0.000013519091,"teacher_disagreement_score":0.029933402,"about_ca_system_score_codex":0.000098875775,"about_ca_system_score_gemma":0.00005155392,"threshold_uncertainty_score":0.99994266},"labels":[],"label_agreement":null},{"id":"W4248323748","doi":"10.2196/preprints.19732","title":"Consumer-Grade Wearable Device for Predicting Frailty in Canadian Home Care Service Clients: Prospective Observational Proof-of-Concept Study (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; University of Toronto; University of Waterloo","funders":"","keywords":"Wearable technology; Wearable computer; Medicine; Observational study; Gerontology; Population; Health care; Computer science; Environmental health","score_opus":0.07927843828412193,"score_gpt":0.332733754360964,"score_spread":0.253455316076842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248323748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9661889,0.00078943727,0.00026431278,0.0055978526,0.00075458275,0.022268835,0.0011160702,0.00020654185,0.002813462],"genre_scores_gemma":[0.98884594,0.000005835965,0.0057379934,0.0012213258,0.00024699644,0.0025142832,0.0009134535,0.00010929047,0.0004049057],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953391,0.000138214,0.0012878985,0.0016105117,0.0007936761,0.0008305917],"domain_scores_gemma":[0.9956599,0.00036532266,0.00046480232,0.0010224334,0.0018294229,0.00065813516],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004552343,0.0006203664,0.0012836772,0.0003606376,0.00013491263,0.00006193759,0.0006383076,0.00052928185,0.00020902375],"category_scores_gemma":[0.0013635913,0.00064461184,0.00021112106,0.0007210035,0.00009263747,0.0001662824,0.00063035503,0.0014834633,0.000014372599],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022335075,0.0005829624,0.96047515,0.003099957,0.00049654127,0.00003906699,0.029910073,0.003026525,0.000031435964,0.0000752577,0.0003935589,0.001646135],"study_design_scores_gemma":[0.008462104,0.0009874826,0.94327337,0.0033518064,0.00047053923,0.000012428694,0.026989333,0.010037975,0.003225989,0.0007971151,0.0015328992,0.00085893885],"about_ca_topic_score_codex":0.45309308,"about_ca_topic_score_gemma":0.7439532,"teacher_disagreement_score":0.29086012,"about_ca_system_score_codex":0.0018759604,"about_ca_system_score_gemma":0.004946024,"threshold_uncertainty_score":0.9996005},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4248562427","doi":"10.21203/rs.2.22336/v1","title":"Establishing the criterion validity of the interRAI Check-Up Self-Report instrument","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Criterion validity; Psychology; Computer science; Construct validity; Psychometrics; Clinical psychology","score_opus":0.18357845113550958,"score_gpt":0.42843712864050243,"score_spread":0.24485867750499285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248562427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88138855,0.00039309624,0.00016970737,0.100934155,0.0030956995,0.0049739787,0.00016953149,0.00022079961,0.008654484],"genre_scores_gemma":[0.99601024,0.0002215143,0.00035206665,0.00023897446,0.0008799606,0.00023533605,0.00015734106,0.00006748386,0.001837055],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99341476,0.0011426283,0.00079764135,0.00081096985,0.003182309,0.0006517126],"domain_scores_gemma":[0.99499387,0.00061625964,0.00032834808,0.0025503729,0.0012322983,0.0002788562],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0038768756,0.00033829195,0.00061490294,0.0001928443,0.00028212884,0.00023113732,0.0014279175,0.0003849714,0.00026530877],"category_scores_gemma":[0.008722495,0.0001958828,0.00046036716,0.0006495969,0.0004407756,0.00011915701,0.005473912,0.004580418,0.00003819277],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013696451,0.0023532412,0.2958546,0.051061757,0.0026343502,0.0013888149,0.100317724,0.00012987352,0.017549446,0.001099689,0.47741258,0.048828278],"study_design_scores_gemma":[0.004732964,0.0022728005,0.5734749,0.031736884,0.00079492986,0.0013637093,0.016279643,0.006109895,0.073309876,0.008159581,0.28041503,0.0013497628],"about_ca_topic_score_codex":0.0013650528,"about_ca_topic_score_gemma":0.00014877101,"teacher_disagreement_score":0.27762032,"about_ca_system_score_codex":0.0007164332,"about_ca_system_score_gemma":0.0016895494,"threshold_uncertainty_score":0.9996275},"labels":[],"label_agreement":null},{"id":"W4248607430","doi":"10.21203/rs.2.22336/v2","title":"Establishing the criterion validity of the interRAI Check-Up Self-Report instrument","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; Women's College Hospital","funders":"","keywords":"Psychology; Computer science","score_opus":0.18357845113550958,"score_gpt":0.42843712864050243,"score_spread":0.24485867750499285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248607430","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88138855,0.00039309624,0.00016970737,0.100934155,0.0030956995,0.0049739787,0.00016953149,0.00022079961,0.008654484],"genre_scores_gemma":[0.99601024,0.0002215143,0.00035206665,0.00023897446,0.0008799606,0.00023533605,0.00015734106,0.00006748386,0.001837055],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99341476,0.0011426283,0.00079764135,0.00081096985,0.003182309,0.0006517126],"domain_scores_gemma":[0.99499387,0.00061625964,0.00032834808,0.0025503729,0.0012322983,0.0002788562],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0038768756,0.00033829195,0.00061490294,0.0001928443,0.00028212884,0.00023113732,0.0014279175,0.0003849714,0.00026530877],"category_scores_gemma":[0.008722495,0.0001958828,0.00046036716,0.0006495969,0.0004407756,0.00011915701,0.005473912,0.004580418,0.00003819277],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013696451,0.0023532412,0.2958546,0.051061757,0.0026343502,0.0013888149,0.100317724,0.00012987352,0.017549446,0.001099689,0.47741258,0.048828278],"study_design_scores_gemma":[0.004732964,0.0022728005,0.5734749,0.031736884,0.00079492986,0.0013637093,0.016279643,0.006109895,0.073309876,0.008159581,0.28041503,0.0013497628],"about_ca_topic_score_codex":0.0013650528,"about_ca_topic_score_gemma":0.00014877101,"teacher_disagreement_score":0.27762032,"about_ca_system_score_codex":0.0007164332,"about_ca_system_score_gemma":0.0016895494,"threshold_uncertainty_score":0.9996275},"labels":[],"label_agreement":null},{"id":"W4250105896","doi":"10.1017/s1041610202008104","title":"Disability and Frailty Among Elderly Canadians: A Comparison of Six Surveys","year":2001,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Activities of daily living; Cognitive impairment; Medicine; Psychology; Cognition; Psychiatry","score_opus":0.0324154089124306,"score_gpt":0.3443996103983364,"score_spread":0.3119842014859058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250105896","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866844,0.00017513412,0.0006983546,0.0034401675,0.0009176428,0.00025948774,0.00010109927,0.000035732362,0.0076880064],"genre_scores_gemma":[0.99766713,0.00007181931,0.0007578944,0.00010973967,0.00026804124,0.000010495663,0.00008457037,0.000017315077,0.0010129659],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851483,0.00007426643,0.00047453062,0.0003150627,0.00043240437,0.0001888937],"domain_scores_gemma":[0.9988876,0.00020139755,0.00016050262,0.00029512733,0.0002598918,0.00019549462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004048053,0.00014236127,0.000289218,0.000117218726,0.00003310024,0.000024622334,0.00017476741,0.000114809416,0.00038574892],"category_scores_gemma":[0.0004384279,0.00014022866,0.00008012345,0.00027214125,0.00022378657,0.0001228992,0.000031758573,0.00019282335,0.000013249596],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079255864,0.00034065833,0.9624972,0.00003062532,0.00007668382,0.000009636164,0.00025844024,0.000012163127,0.0001980975,0.00010332694,0.004221186,0.03217277],"study_design_scores_gemma":[0.0013239677,0.00020424293,0.9860021,0.000046215428,0.000033941607,0.000032864056,0.00015244263,0.00074634654,0.000086024,0.00024136402,0.0110075185,0.00012300785],"about_ca_topic_score_codex":0.008672455,"about_ca_topic_score_gemma":0.011483268,"teacher_disagreement_score":0.03204976,"about_ca_system_score_codex":0.0001306592,"about_ca_system_score_gemma":0.000056278343,"threshold_uncertainty_score":0.99792886},"labels":[],"label_agreement":null},{"id":"W4250239101","doi":"10.2196/preprints.19859","title":"Using Consumer-Grade Physical Activity Trackers to Measure Frailty Transitions in Older Critical Care Survivors: Exploratory Observational Study (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Queen's University; University of Waterloo","funders":"","keywords":"Activity tracker; Medicine; Observational study; Intensive care unit; Wearable computer; Delirium; Wearable technology; Gerontology; Physical therapy; Emergency medicine; Physical activity; Psychiatry; Internal medicine","score_opus":0.3115569657043856,"score_gpt":0.41611286774217937,"score_spread":0.10455590203779375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250239101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9666146,0.000076024764,0.010173994,0.016346496,0.0005521639,0.005152916,0.00037614937,0.00035547046,0.0003521568],"genre_scores_gemma":[0.99323875,0.000002317303,0.004536415,0.0008159623,0.000429023,0.0006528961,0.0001787052,0.000119276316,0.000026686552],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99478686,0.00065158453,0.000669011,0.0018028878,0.0014658457,0.0006237931],"domain_scores_gemma":[0.99678034,0.00046894955,0.00010097051,0.0011616265,0.00075144647,0.0007366424],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003633119,0.0007618366,0.0014031336,0.00031488755,0.00014200421,0.00009838822,0.0003902042,0.0004969223,0.00022094847],"category_scores_gemma":[0.0012019816,0.000803606,0.0004317581,0.00062433095,0.0002325031,0.00026824756,0.0004769006,0.0026379023,0.00007898154],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002709115,0.041398995,0.41061935,0.010178054,0.0022145414,0.002369255,0.45181713,0.016875418,0.04353729,0.0010573743,0.0032017983,0.014021671],"study_design_scores_gemma":[0.00679032,0.00075437024,0.8883387,0.0027214198,0.0012313175,0.000037762922,0.079085074,0.0138319265,0.0044133468,0.0006116551,0.00016491696,0.002019194],"about_ca_topic_score_codex":0.0015505461,"about_ca_topic_score_gemma":0.0041369186,"teacher_disagreement_score":0.47771934,"about_ca_system_score_codex":0.00081301614,"about_ca_system_score_gemma":0.0013402302,"threshold_uncertainty_score":0.99966305},"labels":[],"label_agreement":null},{"id":"W4250466299","doi":"10.11124/jbisrir-2015-2220","title":"Interventions incorporating physical and cognitive elements to reduce falls risk in cognitively impaired older adults: a systematic review protocol","year":2015,"lang":"en","type":"review","venue":"The JBI Database of Systematic Reviews and Implementation Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Cognition; Psychological intervention; Gerontology; Falling (accident); Cognitive decline; Memory impairment; Medicine; Fear of falling; Poison control; Injury prevention; Psychology; Psychiatry; Disease; Environmental health","score_opus":0.10280579369315695,"score_gpt":0.46986253305443676,"score_spread":0.3670567393612798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250466299","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000070721515,0.5743649,0.00008286264,0.000029572353,0.000036861285,0.42484134,0.00054036774,0.000015409907,0.000017935481],"genre_scores_gemma":[0.0000862956,0.58069485,0.0004292097,0.000092623486,0.00005198999,0.41749388,0.0010500668,0.000055068325,0.0000459749],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98485655,0.003883205,0.009139094,0.0008501733,0.0009139764,0.00035702385],"domain_scores_gemma":[0.98545057,0.00088531367,0.011506234,0.0011723024,0.0006788552,0.0003067084],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.012331556,0.00079731585,0.008184716,0.00035108495,0.00011049969,0.00007266452,0.00020273488,0.00008710641,0.000041342966],"category_scores_gemma":[0.0068752775,0.0004477895,0.0006521423,0.00082664215,0.00010904293,0.00029862378,0.00035616552,0.00038540296,0.000023787314],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001568162,0.00021579844,0.00003594789,0.9583995,0.00038933766,0.00006506997,0.0011013951,4.355639e-9,4.0888514e-7,0.0000047816875,0.0007110379,0.03906109],"study_design_scores_gemma":[0.0015368254,0.00035608365,0.000029177658,0.9762542,0.016416522,0.0013317241,0.0024394006,0.000006569685,0.0000017530223,0.000010265325,0.001252701,0.00036474745],"about_ca_topic_score_codex":0.00016612848,"about_ca_topic_score_gemma":0.00007582486,"teacher_disagreement_score":0.038696345,"about_ca_system_score_codex":0.00017453457,"about_ca_system_score_gemma":0.00032401585,"threshold_uncertainty_score":0.9997974},"labels":[],"label_agreement":null},{"id":"W4250642115","doi":"10.1007/978-3-319-69892-2_360-1","title":"Physical Activity, Sedentary Behaviors, and Frailty","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Physical activity; Sedentary behavior; Psychology; Gerontology; Physical medicine and rehabilitation; Medicine","score_opus":0.033209554882412236,"score_gpt":0.3015957079780323,"score_spread":0.2683861530956201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250642115","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07366409,0.0001271463,0.000017011425,0.0016036103,0.00035110145,0.0011125157,0.000097830634,0.00016611752,0.92286056],"genre_scores_gemma":[0.082747534,0.000081283535,0.00016342138,0.00051035994,0.00051648874,0.0000066050434,0.00012701731,0.00010023927,0.91574705],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986254,0.000006508658,0.00014005273,0.00053947495,0.00046129985,0.00022724393],"domain_scores_gemma":[0.99896276,0.00008336504,0.00008524574,0.0006054298,0.000059140883,0.00020407283],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003654503,0.00040579127,0.0006761647,0.00010602334,0.0000316543,0.000021351305,0.000096468204,0.00038282273,0.002006077],"category_scores_gemma":[0.000009262507,0.00034593427,0.000190518,0.000013030112,0.0001479357,0.00008484989,0.00020622012,0.00074087636,0.0008945137],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008080992,0.0015998203,0.0077416324,0.0023190342,0.001537152,0.0015231705,0.0009551753,7.230636e-7,0.011533908,0.057182793,0.3833808,0.5314177],"study_design_scores_gemma":[0.008374267,0.0029839121,0.04885526,0.0025837647,0.003666289,0.0012496767,0.0000559515,0.00022924262,0.006138408,0.005264195,0.9178494,0.0027496326],"about_ca_topic_score_codex":0.00013590853,"about_ca_topic_score_gemma":0.000065473825,"teacher_disagreement_score":0.5344686,"about_ca_system_score_codex":0.00009412049,"about_ca_system_score_gemma":0.000117727,"threshold_uncertainty_score":0.99989927},"labels":[],"label_agreement":null},{"id":"W4250661073","doi":"10.1017/cem.2020.115","title":"LO60: Frailty and associated prognosis among older emergency department patients with suspected infection – a prospective, observational cohort study","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Emergency department; Systemic inflammatory response syndrome; Prospective cohort study; Odds ratio; Confidence interval; Internal medicine; Septic shock; Logistic regression; Confounding; Cohort study; Sepsis; Emergency medicine","score_opus":0.05689887541726967,"score_gpt":0.30150973779859874,"score_spread":0.24461086238132906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250661073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99144727,0.0002677199,0.000056115026,0.0038634976,0.001479256,0.0022490732,0.000029291652,0.000028754697,0.0005790274],"genre_scores_gemma":[0.99866366,0.00009745448,0.000049115028,0.00015111039,0.0005520067,0.00005616754,0.000114559305,0.000046291927,0.00026962155],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99715364,0.00011132274,0.001078164,0.00037234623,0.0008753097,0.00040919904],"domain_scores_gemma":[0.99569553,0.00002928962,0.0006222314,0.00016855792,0.0020149206,0.0014694964],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00035821885,0.00031324613,0.0006622792,0.00028355225,0.00019071865,0.000007627925,0.00011622972,0.0001044437,0.0037789],"category_scores_gemma":[0.0018777172,0.00023792406,0.00008569874,0.0010688662,0.00012113518,0.0002751555,0.000015838757,0.00048444152,0.000004380214],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115886396,0.0003753914,0.96710324,0.000056623565,0.0008642205,0.00009123148,0.0020050479,0.000007873125,0.00001707712,0.0000071705185,0.029180834,0.00017538415],"study_design_scores_gemma":[0.0052296156,0.005259478,0.987048,0.0002725131,0.000824155,0.000007333439,0.00026039986,0.000057638565,0.000009871462,0.000027525752,0.00078548247,0.00021799079],"about_ca_topic_score_codex":0.005061068,"about_ca_topic_score_gemma":0.05152906,"teacher_disagreement_score":0.046467993,"about_ca_system_score_codex":0.00042293052,"about_ca_system_score_gemma":0.0005861088,"threshold_uncertainty_score":0.99713176},"labels":[],"label_agreement":null},{"id":"W4252688213","doi":"10.4172/2155-6180.s1-006","title":"A Frailty-Model-Based Method for Estimating Age-Dependent Penetrance from Family Data","year":2013,"lang":"en","type":"article","venue":"Journal of Biometrics & Biostatistics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; National Cancer Institute; Cancer Care Ontario","keywords":"Penetrance; Computer science; Data mining; Biology; Genetics","score_opus":0.10728322748940318,"score_gpt":0.38914576163826403,"score_spread":0.28186253414886087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252688213","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0071965414,0.0011534133,0.98520404,0.0015367208,0.0010244615,0.0006615328,0.003112706,0.000031690586,0.00007891463],"genre_scores_gemma":[0.088410236,0.00008107405,0.90902567,0.0012854303,0.00048033477,0.000009186794,0.00048516624,0.0000668297,0.00015608419],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99658954,0.00008067051,0.001308991,0.0004241438,0.0011441913,0.00045244262],"domain_scores_gemma":[0.99316967,0.0030150947,0.001064271,0.000902591,0.0013993769,0.0004489841],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012330427,0.00030989418,0.00079807255,0.001450365,0.00010561184,0.00018166445,0.00082779385,0.00020849191,0.00007015032],"category_scores_gemma":[0.009245123,0.00026568852,0.00015264277,0.0015922739,0.00010356173,0.00029092736,0.00013824685,0.00050027494,0.000029851517],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040143495,0.0009691725,0.0015704585,0.00068148243,0.00063873065,0.00044576288,0.00032747517,0.003904964,0.07893983,0.00010755608,0.13819231,0.7738208],"study_design_scores_gemma":[0.004950453,0.000967845,0.006198812,0.00037925938,0.0006206445,0.00008383118,0.00011279623,0.97771925,0.002385608,0.0030423454,0.0032070708,0.00033211286],"about_ca_topic_score_codex":0.0002900887,"about_ca_topic_score_gemma":0.000011879945,"teacher_disagreement_score":0.97381425,"about_ca_system_score_codex":0.00020682819,"about_ca_system_score_gemma":0.00053437287,"threshold_uncertainty_score":0.99997956},"labels":[],"label_agreement":null},{"id":"W4252851293","doi":"10.1007/s12603-016-0680-7","title":"Understanding risk in the oldest old: Frailty and the metabolic syndrome in a Chinese community sample aged 90+ years","year":2016,"lang":"en","type":"article","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Metabolic syndrome; Medicine; Hazard ratio; Confidence interval; Demography; Gerontology; Odds ratio; Frailty Index; Epidemiology; Internal medicine; Obesity","score_opus":0.09247167622661609,"score_gpt":0.3438957498825879,"score_spread":0.25142407365597186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252851293","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9256258,0.003888491,0.0010809172,0.06870005,0.000095877724,0.000563578,0.000016841725,0.000009139004,0.000019314188],"genre_scores_gemma":[0.9855476,0.011646068,0.00025660804,0.0024020728,0.00011414693,0.00000923744,0.0000018191304,0.000014509393,0.0000079319425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956143,0.0029921124,0.0006392965,0.00007473407,0.00038770854,0.00029185353],"domain_scores_gemma":[0.99393404,0.0051123393,0.00046373144,0.00035032394,0.000043673674,0.000095889474],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009624004,0.00012860585,0.00045680153,0.00025827612,0.0003504453,0.00002988834,0.0002897491,0.000043904056,0.000013423246],"category_scores_gemma":[0.0011254079,0.000053303127,0.00007723178,0.00051606575,0.0002461496,0.0001839291,0.000050310937,0.0012930415,0.0000015555148],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050859973,0.003218018,0.67040545,0.0015341335,0.00043529077,0.00041264555,0.27777532,0.00009884632,0.00096118904,0.00405226,0.004090279,0.0319306],"study_design_scores_gemma":[0.013602077,0.00025200864,0.9509842,0.0023822144,0.000060920596,0.0017741559,0.008372286,0.00006489005,0.0000045729853,0.022131277,0.0002977702,0.000073621624],"about_ca_topic_score_codex":0.0041151014,"about_ca_topic_score_gemma":0.0020317195,"teacher_disagreement_score":0.2805788,"about_ca_system_score_codex":0.00027995807,"about_ca_system_score_gemma":0.00009023196,"threshold_uncertainty_score":0.62208295},"labels":[],"label_agreement":null},{"id":"W4252914950","doi":"10.5770/cgj.15.44","title":"Abstracts from the 32nd Annual Scientific Meeting of the Canadian Geriatrics Society Quebec City, April 2012","year":2012,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatrics; Family medicine; Gerontology; Library science; Psychiatry","score_opus":0.0219661717248863,"score_gpt":0.24417863354409886,"score_spread":0.22221246181921256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252914950","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9491016,0.0073533305,0.000024633788,0.025236752,0.010476809,0.00067132554,0.001265924,0.000024010486,0.0058456166],"genre_scores_gemma":[0.98907536,0.00009287343,0.0008671398,0.0020010446,0.004047267,0.000004086209,0.000045708253,0.00005629882,0.0038101934],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99620885,0.00016394565,0.0007968724,0.00030269966,0.0010116015,0.0015160261],"domain_scores_gemma":[0.9945776,0.00030348153,0.0005713834,0.00081211515,0.0008235994,0.0029118545],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027370765,0.0003103688,0.00038206464,0.00033730577,0.0020089615,0.00044080755,0.0008937483,0.00037333512,0.00056303677],"category_scores_gemma":[0.0012246843,0.00021441758,0.0004422015,0.0012958916,0.000442735,0.00052841817,0.00009857349,0.001424244,0.00005881888],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000137366815,0.00005686887,0.1940399,0.00003817603,0.00021502981,0.000050546765,0.010211538,0.00010058872,0.00031713094,0.00012843375,0.7898718,0.004956246],"study_design_scores_gemma":[0.0008253638,0.000020632378,0.53100294,0.0001002459,0.00031465362,0.0003970663,0.001692184,0.000043519383,0.00025253263,0.00014993153,0.46489653,0.0003043847],"about_ca_topic_score_codex":0.93470454,"about_ca_topic_score_gemma":0.99280834,"teacher_disagreement_score":0.33696306,"about_ca_system_score_codex":0.0025991162,"about_ca_system_score_gemma":0.013659966,"threshold_uncertainty_score":0.9992903},"labels":[],"label_agreement":null},{"id":"W4253068311","doi":"10.1200/jco.2019.37.15_suppl.e23017","title":"Estimating survival time in older adults receiving chemotherapy for advanced cancer.","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Chemotherapy; Proportional hazards model; Internal medicine; Cancer; Performance status; Survival analysis; Oncology","score_opus":0.05624090279665904,"score_gpt":0.46583461570683465,"score_spread":0.4095937129101756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253068311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97911805,0.00026128598,0.00042879905,0.014543433,0.0035320274,0.0006725071,0.0000033081408,0.000013851927,0.001426763],"genre_scores_gemma":[0.9225041,0.00025030054,0.07009243,0.0030391004,0.0020154987,0.000017736336,0.0000035099704,0.000047443886,0.0020298613],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9967036,0.00018877815,0.002246749,0.0002453391,0.0002984723,0.00031702244],"domain_scores_gemma":[0.9931052,0.0044868826,0.0015247252,0.00019942116,0.0004569015,0.00022689508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031861884,0.0001485218,0.0016598392,0.000113086964,0.000018252456,0.0000061507294,0.0001868404,0.00035970926,0.00052125537],"category_scores_gemma":[0.006067475,0.00011691195,0.0003702712,0.0001438803,0.00006873675,0.00015116266,0.000027588296,0.0008738217,0.000037585763],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009942245,0.001127193,0.15310924,0.00019664853,0.00017447643,0.000080642974,0.00045275598,0.00058247574,0.0008769783,0.000007704617,0.0031884671,0.8302612],"study_design_scores_gemma":[0.08946252,0.016437717,0.84229964,0.003951316,0.00015390225,0.00019961291,0.00027186543,0.0271031,0.00036810292,0.00029142297,0.019146003,0.00031477286],"about_ca_topic_score_codex":0.000025117612,"about_ca_topic_score_gemma":0.00007499796,"teacher_disagreement_score":0.8299464,"about_ca_system_score_codex":0.00024675322,"about_ca_system_score_gemma":0.0010408661,"threshold_uncertainty_score":0.72637725},"labels":[],"label_agreement":null},{"id":"W4254203222","doi":"10.1007/978-3-319-69892-2_356-1","title":"Biology of Frailty","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Biology; Computational biology; Evolutionary biology","score_opus":0.04377064631867686,"score_gpt":0.2991346542054266,"score_spread":0.25536400788674973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254203222","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000107081214,0.0005760119,0.00010789752,0.00073399226,0.0003806881,0.00037011228,0.000058416863,0.000055035343,0.99761075],"genre_scores_gemma":[0.006160203,0.00017232569,0.0009398843,0.0005734044,0.00017453766,0.000001321106,0.00016548707,0.00004846343,0.99176437],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913263,0.0000039377505,0.00031482664,0.00026684036,0.00014251648,0.00013926774],"domain_scores_gemma":[0.9989623,0.00008326523,0.00014013716,0.0006143253,0.00013139354,0.00006861268],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000050261482,0.00020837397,0.00063395966,0.00013049082,0.0000058488695,0.0000013219214,0.00010661873,0.00054733176,0.013757606],"category_scores_gemma":[0.0000426639,0.00016170474,0.0001821734,0.000010566857,0.0001328686,0.0000118460675,0.00006877146,0.00030602817,0.0019920464],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107076674,0.0000491066,0.0008371622,0.0007185006,0.00056299026,0.00002983255,0.00006762707,2.8131413e-7,0.0021780715,0.83157873,0.11623245,0.047638174],"study_design_scores_gemma":[0.00087407656,0.00050769676,0.00024813612,0.00039160167,0.00013597391,0.000040900453,0.0000034996508,0.000005721927,0.0010179431,0.008225128,0.98836637,0.00018295755],"about_ca_topic_score_codex":0.00003856327,"about_ca_topic_score_gemma":0.000017861556,"teacher_disagreement_score":0.8721339,"about_ca_system_score_codex":0.00003491114,"about_ca_system_score_gemma":0.00016614204,"threshold_uncertainty_score":0.998785},"labels":[],"label_agreement":null},{"id":"W4255277946","doi":"10.21203/rs.2.12117/v3","title":"Orthopaedic Surgeons Perceptions of Frailty and Frailty Screening","year":2019,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Gerontology; Medicine; Frailty Index; Perception; Psychology","score_opus":0.11389984615458333,"score_gpt":0.41816370765480154,"score_spread":0.3042638615002182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255277946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97761154,0.002326354,0.0017271377,0.0038239732,0.00034307587,0.0031780952,0.00086358376,0.00017694075,0.009949306],"genre_scores_gemma":[0.9867329,0.0014557956,0.0023565535,0.00005783999,0.00029024007,0.00015070332,0.0006797255,0.00010304536,0.008173225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99460626,0.00053510536,0.0006773425,0.0010186759,0.0022316677,0.0009309537],"domain_scores_gemma":[0.9948249,0.0011156533,0.00017672266,0.0017995348,0.0015018624,0.00058131496],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020791846,0.00040636535,0.0009981768,0.0010382495,0.00021856664,0.00007584833,0.0004015444,0.00079802115,0.0017103452],"category_scores_gemma":[0.0024286464,0.000380932,0.00041780586,0.00059298746,0.0007610776,0.00009952065,0.0019662923,0.0038641167,0.00017924956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034438277,0.00044620427,0.9263484,0.011656779,0.00042810728,0.00014837159,0.002137167,0.00021313084,0.0019059948,0.00022885768,0.0201023,0.036040332],"study_design_scores_gemma":[0.0019527129,0.0006558167,0.97212136,0.009775142,0.00013140941,0.00008024779,0.0023498791,0.002215228,0.00025061134,0.00046815703,0.009562534,0.00043687344],"about_ca_topic_score_codex":0.0018652076,"about_ca_topic_score_gemma":0.00034492443,"teacher_disagreement_score":0.045773014,"about_ca_system_score_codex":0.00019266097,"about_ca_system_score_gemma":0.0010295017,"threshold_uncertainty_score":0.9998643},"labels":[],"label_agreement":null},{"id":"W4256246542","doi":"10.2196/preprints.24092","title":"Providing Medical Information to Older Adults in a Web-Based Environment: Systematic Review (Preprint)","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University Health Network; University of Toronto; McMaster University","funders":"","keywords":"CINAHL; PsycINFO; Medicine; MEDLINE; Cochrane Library; Systematic review; Health care; Family medicine; Geriatrics; Gerontology; Nursing; Alternative medicine; Psychological intervention; Psychiatry","score_opus":0.013765093882100484,"score_gpt":0.2657382329110806,"score_spread":0.2519731390289801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256246542","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03786597,0.032610632,0.07804611,0.5977031,0.0021988861,0.21481724,0.00024796702,0.0035139266,0.032996178],"genre_scores_gemma":[0.8716288,0.005004114,0.009892146,0.101806074,0.00023092105,0.009789507,0.0010214921,0.00013602707,0.0004909158],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99483097,0.00022977316,0.002097132,0.000696241,0.0017494158,0.0003964611],"domain_scores_gemma":[0.997096,0.00020670384,0.00044630608,0.0013009509,0.000095687166,0.00085433427],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001301853,0.0005030176,0.0017531889,0.00032856833,0.000024952307,0.000049643033,0.00054205087,0.00048018483,0.002375415],"category_scores_gemma":[0.008035896,0.00041503174,0.00027465844,0.00026763402,0.00003798963,0.00015007652,0.0009127723,0.001267124,0.0024818112],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009011714,0.00017864791,0.00027950073,0.9899767,0.00007994609,0.000096433614,0.0014262848,0.00012236896,0.0000072920516,0.000033112457,0.0056071486,0.0021024174],"study_design_scores_gemma":[0.0030382413,0.00013658895,0.000559598,0.96477807,0.00037237298,0.000047659698,0.00020584512,0.029443529,0.00014968782,0.000014292267,0.0007705254,0.00048358354],"about_ca_topic_score_codex":0.0001131669,"about_ca_topic_score_gemma":0.000046867943,"teacher_disagreement_score":0.8337628,"about_ca_system_score_codex":0.0006294959,"about_ca_system_score_gemma":0.0009126475,"threshold_uncertainty_score":0.9998301},"labels":[],"label_agreement":null},{"id":"W4280488351","doi":"10.2196/preprints.35929","title":"Recommendations for the Design and Delivery of Transitions-Focused Digital Health Interventions: Rapid Review (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Public Health Ontario; Ottawa Hospital; University Health Network; Health Sciences Centre; Lunenfeld-Tanenbaum Research Institute; March of Dimes Canada; Trillium Health Centre; Sunnybrook Health Science Centre; Sinai Health System; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Psychological intervention; Digital health; Intervention (counseling); Nursing; Health care; Preprint; Medicine; Bridge (graph theory); Psychology; Computer science; World Wide Web; Political science","score_opus":0.1430430243178932,"score_gpt":0.3687801578443378,"score_spread":0.22573713352644462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280488351","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013241162,0.11218138,0.5740824,0.29847056,0.00043602352,0.012810958,0.0011022693,0.00013743204,0.00064659317],"genre_scores_gemma":[0.08203574,0.5919079,0.27616057,0.020802347,0.00027515888,0.013489899,0.007155342,0.00023466497,0.007938336],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980003,0.00021375662,0.0009751453,0.00042030666,0.00021189931,0.00017859404],"domain_scores_gemma":[0.9976977,0.0008511669,0.0003759927,0.0007600428,0.00021479768,0.00010030078],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001320101,0.000210363,0.00066782435,0.00012529992,0.00017376308,0.000035239314,0.00022254049,0.00006994803,0.0024726735],"category_scores_gemma":[0.0003910357,0.00016013652,0.000556789,0.0001385159,0.000097479,0.00008227384,0.0003072648,0.0004921662,0.0000043343503],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017314227,0.0006551325,0.00004461499,0.036951855,0.00084186916,0.0000018253842,0.0010808697,0.00018580948,0.0000062766294,0.00063098705,0.2585835,0.70084417],"study_design_scores_gemma":[0.014534719,0.0075436956,0.0031833535,0.22300012,0.00579669,0.0004706882,0.007718944,0.01320941,0.00030881725,0.013953594,0.7082479,0.00203208],"about_ca_topic_score_codex":0.00007574327,"about_ca_topic_score_gemma":0.000018029814,"teacher_disagreement_score":0.69881207,"about_ca_system_score_codex":0.0001407334,"about_ca_system_score_gemma":0.00040907957,"threshold_uncertainty_score":0.9984392},"labels":[],"label_agreement":null},{"id":"W4280490663","doi":"10.1136/bmjresp-2022-001233","title":"Functional status recovery trajectories in hospitalised older adults with pneumonia","year":2022,"lang":"en","type":"article","venue":"BMJ Open Respiratory Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Pneumonia; Intensive care medicine; Gerontology; Pediatrics; Internal medicine","score_opus":0.10996592779638519,"score_gpt":0.403789573622742,"score_spread":0.2938236458263568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280490663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9765052,0.00040279844,0.0000061781475,0.0022324445,0.00028072693,0.007779648,0.0001112975,0.000057733185,0.01262397],"genre_scores_gemma":[0.98167366,0.000014958431,0.0002184149,0.0010773581,0.00023767637,0.0063977526,0.00013074312,0.00009907504,0.010150348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99381626,0.0010185746,0.0005465966,0.00087610265,0.0026718937,0.0010705589],"domain_scores_gemma":[0.9974895,0.00047601084,0.00010851943,0.0010019954,0.0005429045,0.00038104545],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035504804,0.00025108436,0.00049021246,0.0006913206,0.0005280126,0.00018742634,0.0005811429,0.00009947279,0.004041885],"category_scores_gemma":[0.0007728841,0.0002253269,0.00007509088,0.0018652836,0.000284194,0.00045385782,0.001027623,0.001605114,0.00014229106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0400394,0.0023373985,0.767494,0.0006071598,0.00023488588,0.0038996353,0.004911147,0.0005587164,0.003324365,0.00030381302,0.14771447,0.028575003],"study_design_scores_gemma":[0.012001172,0.0053301495,0.9108649,0.00047781362,0.000013845882,0.00010750804,0.007830832,0.00006594257,0.00072732783,0.00007566394,0.062109563,0.0003953104],"about_ca_topic_score_codex":0.0014055527,"about_ca_topic_score_gemma":0.0010492641,"teacher_disagreement_score":0.14337087,"about_ca_system_score_codex":0.0010306946,"about_ca_system_score_gemma":0.0029157316,"threshold_uncertainty_score":0.99686855},"labels":[],"label_agreement":null},{"id":"W4280492559","doi":"10.1177/23337214221096303","title":"Description and Functional Benefits of Meeting Frequency, Intensity, and Time of Resistance and Cardiovascular Exercises: A Study of Older Adults in a Community-Based, Slow-Stream Rehabilitation, Hospital-to-Home Transition Program","year":2022,"lang":"en","type":"article","venue":"Gerontology and Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Saskatchewan Health Research Foundation","keywords":"Medicine; Physical therapy; Rehabilitation; Sports medicine; Gerontology","score_opus":0.014257583373281417,"score_gpt":0.24084919631820326,"score_spread":0.22659161294492183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280492559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98888206,0.007992371,0.00008404647,0.0011393157,0.000077709774,0.0017555268,0.000024443641,0.000017590659,0.00002691112],"genre_scores_gemma":[0.9982406,0.00014329125,0.0012835979,0.0000585376,0.000023569542,0.0001693553,0.000059487167,0.000011031725,0.000010527744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99820393,0.00040899467,0.0005961207,0.00032000488,0.000317906,0.00015301387],"domain_scores_gemma":[0.99877334,0.00038170794,0.00017820406,0.00027987757,0.00029914393,0.000087741784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012806343,0.00016062199,0.0008435796,0.00039510944,0.000114391834,0.000002155362,0.000045706518,0.000085420485,0.000014872425],"category_scores_gemma":[0.00035768675,0.00014955823,0.000038879225,0.0004050051,0.0003725415,0.00006451503,0.00006292966,0.00025244404,5.052052e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0103292195,0.0061257863,0.67692655,0.0078035733,0.00069239864,0.000048342965,0.25597268,0.00037141552,0.0017029593,0.000053433792,0.00069698715,0.039276622],"study_design_scores_gemma":[0.011233006,0.011608675,0.9444863,0.00082703546,0.0005026566,0.0000628513,0.03083416,0.0001499515,0.000025607644,0.00013798256,0.000009552364,0.00012220365],"about_ca_topic_score_codex":0.0019022083,"about_ca_topic_score_gemma":0.00053990947,"teacher_disagreement_score":0.26755977,"about_ca_system_score_codex":0.00003385131,"about_ca_system_score_gemma":0.00003783699,"threshold_uncertainty_score":0.60988075},"labels":[],"label_agreement":null},{"id":"W4280505037","doi":"10.1093/eurjpc/zwac056.242","title":"Feasibility and effectiveness of home-based phase III exercise program for frail patients after heart surgery: results of a pilot study","year":2022,"lang":"en","type":"article","venue":"European Journal of Preventive Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Lietuvos Mokslo Taryba","keywords":"Medicine; Physical therapy; Randomized controlled trial; Aerobic exercise; Internal medicine","score_opus":0.037571899967112764,"score_gpt":0.31908813584435003,"score_spread":0.2815162358772373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280505037","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950321,0.00065447955,0.00038355557,0.00004061295,0.0003915662,0.0031396758,0.00029933374,0.000011026387,0.00004769582],"genre_scores_gemma":[0.9992805,0.000013907686,0.0004225846,0.000019644373,0.00006653405,0.00010097529,0.00004208343,0.000034983932,0.000018747793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9932545,0.0047785346,0.0010645502,0.00032296506,0.00035243836,0.00022700317],"domain_scores_gemma":[0.9968665,0.0010311616,0.00076146773,0.00033790086,0.00086912466,0.00013379578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006725289,0.00018986396,0.0013588325,0.0002639768,0.00005689063,0.0000045386223,0.0001366249,0.000017973589,0.000013602578],"category_scores_gemma":[0.0010782699,0.00016320721,0.00039647426,0.00020647745,0.00022319716,0.00005908405,0.00014322014,0.00029563505,4.261073e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.17077157,0.011665443,0.7934446,0.0007686377,0.0008331306,0.0003821913,0.00072225445,0.00007562253,0.0014458058,4.5036802e-7,0.0012720511,0.018618278],"study_design_scores_gemma":[0.046929955,0.05547131,0.89512813,0.00043432807,0.000527151,0.000051208084,0.0002096739,0.000006023573,0.0005918122,0.000017145416,0.0005148724,0.00011837314],"about_ca_topic_score_codex":0.0000053585445,"about_ca_topic_score_gemma":7.9176095e-7,"teacher_disagreement_score":0.12384161,"about_ca_system_score_codex":0.00009117845,"about_ca_system_score_gemma":0.0001566872,"threshold_uncertainty_score":0.6655397},"labels":[],"label_agreement":null},{"id":"W4280515133","doi":"10.5334/ijic.icic21320","title":"Regional, standardized approach to the development of processes within primary care for proactive identification and intervention of frailty and guidelines for accessing specialty geriatric physicians","year":2022,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Joseph's Health Care; Lawson Health Research Institute","funders":"","keywords":"Specialty; Primary care; Identification (biology); Intervention (counseling); Medicine; Library science; Nursing; Computer science; Family medicine","score_opus":0.060989429672964265,"score_gpt":0.3618551635493883,"score_spread":0.300865733876424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280515133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8738886,0.0040863506,0.11703382,0.0017206465,0.00061614363,0.0017202875,0.00081678823,0.000010332548,0.00010699087],"genre_scores_gemma":[0.9509664,0.000044375087,0.047886692,0.00015048982,0.0002230275,0.00015702474,0.0004793216,0.000019425372,0.000073214826],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9981923,0.00004661948,0.00089769723,0.000169547,0.0006147098,0.00007912874],"domain_scores_gemma":[0.98787767,0.00010317511,0.0009868683,0.00008142632,0.01091585,0.000035004014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048904907,0.00011802894,0.00030399294,0.0002596731,0.00011929063,0.000039501218,0.0002361622,0.000034109275,0.000003946274],"category_scores_gemma":[0.0008979896,0.000084907806,0.00010881972,0.00021481796,0.000053938747,0.0001604929,0.00007036358,0.00014528734,3.0227184e-8],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016589018,0.00090749416,0.0036035122,0.006250266,0.0029718198,0.0000046015293,0.19926956,0.0022047192,0.041359853,0.00027792627,0.008663392,0.71789783],"study_design_scores_gemma":[0.014763807,0.0024526299,0.02250533,0.0054531605,0.001029376,0.0003346096,0.66141975,0.0011413681,0.265758,0.0006366263,0.023977399,0.0005279412],"about_ca_topic_score_codex":0.000018235796,"about_ca_topic_score_gemma":0.00006488874,"teacher_disagreement_score":0.7173699,"about_ca_system_score_codex":0.0005750099,"about_ca_system_score_gemma":0.00096987875,"threshold_uncertainty_score":0.34624398},"labels":[],"label_agreement":null},{"id":"W4280529309","doi":"10.1111/jgs.17838","title":"Earlier menopause is associated with higher risk of incident frailty in community‐dwelling older women in England","year":2022,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Aging; Government of the United Kingdom","keywords":"Medicine; Menopause; Odds ratio; Surgical Menopause; Cohort study; Gerontology; Cohort; Demography; Internal medicine","score_opus":0.01371255266721997,"score_gpt":0.25872718773882347,"score_spread":0.2450146350716035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280529309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99786097,0.00023434023,0.000019424104,0.0013248401,0.00021135513,0.00023528622,0.000035302288,0.000007916596,0.000070572525],"genre_scores_gemma":[0.9973388,0.0003789086,0.00060709263,0.0011272404,0.00009247088,0.000011569242,0.000002584669,0.000035925845,0.00040545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967192,0.0010078858,0.00076747796,0.00013102927,0.0009689956,0.00040542666],"domain_scores_gemma":[0.99647963,0.0006387705,0.0020986348,0.00043780063,0.00021695279,0.00012823356],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0034236137,0.00018195125,0.00078842393,0.000165774,0.00018530515,0.000015615604,0.00049486285,0.000053661795,0.00014254215],"category_scores_gemma":[0.00035480346,0.00012936133,0.00023758545,0.0017120142,0.00021706909,0.00008912938,0.00029752598,0.0023910326,6.617459e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052753044,0.0010667908,0.9037028,0.000041590432,0.0005668057,0.000045464527,0.08605223,0.002981027,0.0009996687,7.354874e-7,0.003177237,0.0008381349],"study_design_scores_gemma":[0.0065515595,0.0015658982,0.97502893,0.0001155718,0.0001967763,0.00006412086,0.013560461,0.00023978882,0.00015291615,0.00013800224,0.0022117177,0.0001742301],"about_ca_topic_score_codex":0.0017440006,"about_ca_topic_score_gemma":0.00009019315,"teacher_disagreement_score":0.07249177,"about_ca_system_score_codex":0.0017644383,"about_ca_system_score_gemma":0.00035635696,"threshold_uncertainty_score":0.9999105},"labels":[],"label_agreement":null},{"id":"W4280547195","doi":"10.1016/j.maturitas.2022.04.006","title":"CARE frailty e-health scale: Association with incident adverse health outcomes and comparison with the Cardiovascular Health Study frailty scale in the NuAge cohort","year":2022,"lang":"en","type":"article","venue":"Maturitas","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; Montreal Neurological Institute and Hospital; Centre Hospitalier de l’Université de Montréal; McGill University; Institut Universitaire de Gériatrie de Montréal; Jewish General Hospital","funders":"","keywords":"Medicine; Geriatric Depression Scale; Activities of daily living; Gerontology; Depression (economics); Neurocognitive; Cohort; Cohort study; Geriatrics; Population; Cognition; Physical therapy; Environmental health; Psychiatry; Internal medicine; Depressive symptoms","score_opus":0.01826661881687965,"score_gpt":0.30171468487444913,"score_spread":0.2834480660575695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280547195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9363346,0.0074528013,0.000048781112,0.049220398,0.00016410559,0.0061986814,0.0001680364,0.00010312275,0.00030947407],"genre_scores_gemma":[0.99005866,0.00008440542,0.00032694833,0.008396488,0.000072013565,0.00052431616,0.00021125667,0.000053625605,0.00027228927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99381083,0.0017735647,0.0006437337,0.0006549333,0.0023883763,0.0007285545],"domain_scores_gemma":[0.99775076,0.00023155815,0.0005061863,0.0011473228,0.000121292935,0.00024290076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040740795,0.00036191187,0.0012312174,0.00014349747,0.0010730175,0.000059333564,0.0003502735,0.00006581675,0.000042352203],"category_scores_gemma":[0.00006187826,0.00020653228,0.00014622716,0.0006790599,0.00010171096,0.00010530544,0.00019684479,0.0014068643,0.0000056092126],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015975328,0.00056073896,0.9121258,0.00024245282,0.00043006832,0.000027323935,0.07017519,0.0003422262,2.2880995e-7,0.000005508152,0.013055467,0.002875225],"study_design_scores_gemma":[0.0040314496,0.0022438494,0.84285754,0.000099093406,0.00015443418,0.00007514346,0.13565879,0.00004224319,0.000001168741,0.000003172158,0.014653948,0.00017914863],"about_ca_topic_score_codex":0.016367545,"about_ca_topic_score_gemma":0.03483776,"teacher_disagreement_score":0.06926824,"about_ca_system_score_codex":0.0022531874,"about_ca_system_score_gemma":0.0007838365,"threshold_uncertainty_score":0.9901825},"labels":[],"label_agreement":null},{"id":"W4280574520","doi":"10.5334/ijic.icic21165","title":"Reducing Avoidable Readmissions in Toronto for Congestive Heart Failure (CHF), Chronic Obstructive Pulmonary Disease (COPD), Community-Acquired Pneumonia (CAP) and Gastrointestinal (GI) Diseases","year":2022,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; COPD; Pulmonary disease; Heart failure; Pneumonia; Intensive care medicine; Medical emergency; Internal medicine","score_opus":0.014447510461013873,"score_gpt":0.29323003566640204,"score_spread":0.27878252520538815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280574520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9857833,0.0047707423,0.00017192363,0.0058741947,0.0007180704,0.0007029425,0.0017037606,0.00004186624,0.0002332497],"genre_scores_gemma":[0.9965796,0.00004185251,0.0018981867,0.00026181416,0.00026393952,0.00010556487,0.0005446788,0.00004263958,0.00026174646],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99789363,0.0003076761,0.0006355767,0.00025817752,0.00060925697,0.0002957005],"domain_scores_gemma":[0.9969604,0.00042046318,0.00035708537,0.00023202611,0.0015867752,0.00044322596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023994425,0.00026473816,0.00043361573,0.00025819507,0.00028726814,0.00006472014,0.0004152474,0.000044497327,0.00042994902],"category_scores_gemma":[0.0015099271,0.000240981,0.00020597575,0.00016063442,0.00015628168,0.00039075533,0.00020062621,0.00081832096,9.768924e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0418102,0.0037097957,0.7709346,0.0010957444,0.0013638695,0.006927724,0.0124054095,0.0104658,0.103845924,0.00082532165,0.019086784,0.027528828],"study_design_scores_gemma":[0.011885259,0.008452034,0.6851829,0.00947279,0.00071760936,0.014836072,0.23865025,0.011032978,0.0017992469,0.0013634072,0.015615107,0.0009923506],"about_ca_topic_score_codex":0.0028187085,"about_ca_topic_score_gemma":0.0009858834,"teacher_disagreement_score":0.22624484,"about_ca_system_score_codex":0.0057163048,"about_ca_system_score_gemma":0.0017984214,"threshold_uncertainty_score":0.9981006},"labels":[],"label_agreement":null},{"id":"W4280579053","doi":"10.5334/ijic.icic21330","title":"Improving care, services and supports for older adults living with frailty in the KW4 community: Integration an enabler; co-design an imperative","year":2022,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Regional Municipality of Waterloo","funders":"","keywords":"Enabling; Field (mathematics); Computer science; Medicine","score_opus":0.017972216185390275,"score_gpt":0.3006193685687162,"score_spread":0.2826471523833259,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280579053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942474,0.00043320557,0.0034430176,0.00046195026,0.0002739258,0.0007747547,0.0001942125,0.000022531218,0.00014900752],"genre_scores_gemma":[0.99527794,0.000021416476,0.0026161624,0.0010450977,0.00017185982,0.000099026816,0.00070599664,0.000036054917,0.000026430731],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9975768,0.00068009156,0.00054125936,0.00021592519,0.00077578705,0.00021018067],"domain_scores_gemma":[0.99634594,0.00042500373,0.00043278307,0.00025182014,0.0024310471,0.0001134072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009111987,0.00024026609,0.00031391744,0.00039811016,0.00030852464,0.00019837769,0.000603211,0.000078588084,0.00010857496],"category_scores_gemma":[0.00020299072,0.00015661125,0.00007816335,0.00020052164,0.000072555216,0.0007394128,0.000062731204,0.001245134,3.0637503e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005414157,0.0011476524,0.04864687,0.00039942676,0.000496068,0.000616187,0.74330366,0.0014960235,0.0088013895,0.00012134005,0.00048217154,0.18907504],"study_design_scores_gemma":[0.0040282626,0.0059683174,0.0282246,0.0014759484,0.000109934634,0.0017982927,0.9497992,0.004324452,0.0036949872,0.00004796104,0.00029817765,0.00022991314],"about_ca_topic_score_codex":0.0029577636,"about_ca_topic_score_gemma":0.0032669199,"teacher_disagreement_score":0.20649548,"about_ca_system_score_codex":0.0007757376,"about_ca_system_score_gemma":0.0006106233,"threshold_uncertainty_score":0.63864213},"labels":[],"label_agreement":null},{"id":"W4280582454","doi":"10.2196/35929","title":"Recommendations for the Design and Delivery of Transitions-Focused Digital Health Interventions: Rapid Review","year":2022,"lang":"en","type":"review","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa; Public Health Ontario; Ottawa Hospital; University Health Network; Health Sciences Centre; Lunenfeld-Tanenbaum Research Institute; March of Dimes Canada; Trillium Health Centre; Sunnybrook Health Science Centre; Sinai Health System; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Psychological intervention; Intervention (counseling); Nursing; Digital health; Health care; Bridge (graph theory); Medicine; Psychology","score_opus":0.21722124813234417,"score_gpt":0.42036525065035163,"score_spread":0.20314400251800746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280582454","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.1430265e-8,0.96554816,0.013681025,0.013279495,0.00013235949,0.0068785287,0.0003815971,0.000043150347,0.000055644745],"genre_scores_gemma":[0.0000019305587,0.9920744,0.002994192,0.0007196516,0.00005883952,0.0028276125,0.0009801114,0.000047379923,0.00029594108],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99817294,0.0002519292,0.0009443304,0.00027640516,0.00016421475,0.0001901742],"domain_scores_gemma":[0.9977403,0.0012545111,0.0004732483,0.00039458374,0.00006199988,0.000075331736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008618601,0.00022544054,0.0012514913,0.00017208255,0.0002165937,0.000029061643,0.00015807622,0.00004659915,0.00046726465],"category_scores_gemma":[0.00016896114,0.00016218463,0.00078964984,0.00033373747,0.00006029298,0.00011192856,0.00005568819,0.000347508,0.000003660988],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036610672,0.00006652659,1.433614e-7,0.13763842,0.00017286825,0.0000010139386,0.00012653565,1.6909424e-7,1.4334004e-8,0.000017186912,0.038824126,0.8231493],"study_design_scores_gemma":[0.00033937267,0.00020087176,0.0000010964111,0.17957145,0.00092203775,0.0000983695,0.00008442201,0.000019674595,4.741782e-8,0.000017320222,0.8186428,0.00010251846],"about_ca_topic_score_codex":0.0000059477247,"about_ca_topic_score_gemma":0.000001224234,"teacher_disagreement_score":0.8230468,"about_ca_system_score_codex":0.00014662459,"about_ca_system_score_gemma":0.000339403,"threshold_uncertainty_score":0.6613697},"labels":[],"label_agreement":null},{"id":"W4280583787","doi":"10.5334/ijic.icic21221","title":"Examining The Association Between Domains Of Frailty And 6-Month Changes In Health-Related Quality Of Life, Living Status, And Treatment Decisional Regret Among Older Patients Referred For Cardiac Surgery","year":2022,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority","funders":"","keywords":"Regret; Medicine; Gerontology; Computer science","score_opus":0.05584508135925832,"score_gpt":0.32665588042756233,"score_spread":0.270810799068304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280583787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995571,0.0015312036,0.000019253239,0.000821657,0.0004893752,0.00036371802,0.0011703003,0.0000047708327,0.00002871683],"genre_scores_gemma":[0.99887407,0.00040604395,0.00015866896,0.000058331632,0.00006782768,0.000022349523,0.00034769726,0.000015498414,0.000049488233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99715513,0.00047705424,0.0011628588,0.00015934826,0.00087532046,0.00017029143],"domain_scores_gemma":[0.9931481,0.0036936738,0.0016649013,0.0001024503,0.0012838895,0.00010696981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016317539,0.00013908451,0.0006927175,0.00036960279,0.000064368214,0.00001624404,0.00011152982,0.000078778714,0.000032285654],"category_scores_gemma":[0.0038296557,0.00009939267,0.00013494493,0.00018598342,0.000056359022,0.00009735132,0.00006560348,0.00029808946,4.0484032e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040634358,0.000114746734,0.9632257,0.00004326902,0.00068102643,0.0000027652266,0.0055201068,0.000033549157,0.000056864497,0.000010363071,0.00035163164,0.02955361],"study_design_scores_gemma":[0.0020139324,0.0007977718,0.9845975,0.00082840247,0.000065276385,0.000003372925,0.011088596,0.00003904395,0.00013933476,0.000027612346,0.00032743724,0.00007171189],"about_ca_topic_score_codex":0.0020250352,"about_ca_topic_score_gemma":0.0007359743,"teacher_disagreement_score":0.029481899,"about_ca_system_score_codex":0.0017140768,"about_ca_system_score_gemma":0.00055197434,"threshold_uncertainty_score":0.4584732},"labels":[],"label_agreement":null},{"id":"W4280591354","doi":"10.1177/10998004221100797","title":"Improving the Identification of Frailty in Long-Term Care Residents: A Cross-Sectional Study","year":2022,"lang":"en","type":"article","venue":"Biological Research For Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Eusko Jaurlaritza","keywords":"Grip strength; Berg Balance Scale; Physical medicine and rehabilitation; Anxiety; Physical therapy; Cognition; Gerontology; Psychology; Balance (ability); Quality of life (healthcare); Medicine; Fear of falling; Poison control; Psychiatry; Injury prevention","score_opus":0.21402501802576546,"score_gpt":0.4959298796496201,"score_spread":0.28190486162385464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280591354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99603486,0.0005611764,0.00016775346,0.0004186755,0.00023495147,0.002422548,0.0000507168,0.000022946784,0.00008634936],"genre_scores_gemma":[0.9988892,0.0000068387053,0.000053716572,0.000017599054,0.000111650894,0.0004902894,0.00010182137,0.000011747207,0.00031709933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973338,0.0004967089,0.0005159887,0.00040697158,0.0008545406,0.00039199062],"domain_scores_gemma":[0.9982907,0.00075577624,0.000106414846,0.00035516344,0.00042927806,0.00006265668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033710916,0.0000861564,0.00017452128,0.00021239473,0.000560688,0.000053398886,0.00034663486,0.00007160924,0.00009475112],"category_scores_gemma":[0.0035617705,0.000059050355,0.00008882022,0.00050398515,0.00039881744,0.000058196936,0.0001914118,0.0006281185,0.0000031881955],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011434184,0.00075497106,0.9462639,0.000080340986,0.0000160239,0.00001410352,0.0017084915,0.000026405109,0.03354445,0.00008281007,0.0001002865,0.016264796],"study_design_scores_gemma":[0.0014508715,0.0019886086,0.9890763,0.000057129444,0.0000060829407,0.000014571167,0.005066157,0.0001636246,0.0017497032,0.00034195723,0.000027673485,0.000057286186],"about_ca_topic_score_codex":0.0002813809,"about_ca_topic_score_gemma":0.000050318245,"teacher_disagreement_score":0.042812433,"about_ca_system_score_codex":0.000777786,"about_ca_system_score_gemma":0.00014903104,"threshold_uncertainty_score":0.43124154},"labels":[],"label_agreement":null},{"id":"W4280612880","doi":"10.5334/ijic.icic21278","title":"Seniors Campuses – Integrating Mechanisms for Health, Housing and Social Care","year":2022,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Library science; Computer science; Internet privacy","score_opus":0.01562663659019878,"score_gpt":0.3212405176778145,"score_spread":0.30561388108761567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280612880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9443741,0.0041488074,0.020087782,0.023526354,0.005296765,0.00081586716,0.0011910662,0.000094830495,0.00046441497],"genre_scores_gemma":[0.9873416,0.000031884243,0.009543877,0.002294072,0.0003950198,0.00001988481,0.00025283583,0.000037976442,0.00008285578],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99824774,0.000087523185,0.0005714683,0.00017840043,0.0007129261,0.00020195417],"domain_scores_gemma":[0.9970778,0.00009643218,0.0005034183,0.00007141099,0.002152303,0.00009863738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023655493,0.00017144535,0.00035784012,0.00035591438,0.0002920403,0.00006686312,0.00024628144,0.000059570117,0.00009162221],"category_scores_gemma":[0.0002326108,0.00014673635,0.0002133439,0.00012778891,0.000048995702,0.00011961792,0.00008609435,0.0006081705,5.7570475e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042540072,0.00034310954,0.0116492435,0.0007849063,0.0019584196,0.0010109886,0.18090676,0.00054943503,0.019328,0.005250545,0.02208182,0.7518828],"study_design_scores_gemma":[0.008981506,0.0040084105,0.0012149292,0.0010890543,0.00024248118,0.004303397,0.89330816,0.00062530715,0.010449414,0.0011509791,0.07414721,0.00047913138],"about_ca_topic_score_codex":0.00023451462,"about_ca_topic_score_gemma":0.00017233161,"teacher_disagreement_score":0.7514036,"about_ca_system_score_codex":0.0018979796,"about_ca_system_score_gemma":0.001079207,"threshold_uncertainty_score":0.5983735},"labels":[],"label_agreement":null},{"id":"W4280613646","doi":"10.1093/ehjopen/oeac035","title":"Five-year clinical outcomes in patients with frailty aged ≥75 years with non-ST elevation acute coronary syndrome undergoing invasive management","year":2022,"lang":"en","type":"article","venue":"European Heart Journal Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"NIHR Newcastle Biomedical Research Centre; Rigshospitalet; British Heart Foundation; Gentofte Hospital; Newcastle University; National Institute for Health and Care Research","keywords":"Acute coronary syndrome; Medicine; ST elevation; Elevation (ballistics); Internal medicine; Cardiology; Emergency medicine; Coronary heart disease; Myocardial infarction","score_opus":0.04350836159231134,"score_gpt":0.32178372869429106,"score_spread":0.2782753671019797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280613646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99402106,0.0000072951875,0.000027883669,0.0015880456,0.00023635333,0.0014209631,0.000028449336,0.000024725518,0.0026451964],"genre_scores_gemma":[0.98863035,0.000031812833,0.004031461,0.0028958754,0.000037024376,0.00001780838,0.000093282506,0.000091740854,0.004170659],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970102,0.0006866866,0.0006795596,0.00041496323,0.00083941227,0.00036918803],"domain_scores_gemma":[0.9987111,0.00020034026,0.0003109548,0.0004379209,0.0000925924,0.00024705677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012884646,0.00022682492,0.0005232661,0.00022498271,0.00027564465,0.00013631851,0.0005079771,0.000026081518,0.0005246527],"category_scores_gemma":[0.00009012942,0.00018090165,0.00009600127,0.00034632694,0.00006841116,0.0004122681,0.0007622064,0.0011146065,0.0001595398],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001484499,0.00055176107,0.97764677,0.000021118656,0.00050205865,0.007754244,0.0004714965,0.00019102628,0.0000024055105,0.0000047774297,0.010867864,0.0005020008],"study_design_scores_gemma":[0.015540602,0.004812524,0.97498524,0.0004633258,0.00013895087,0.00094027707,0.00073998614,0.000006452728,6.7135136e-7,0.000010100723,0.0021284,0.00023349006],"about_ca_topic_score_codex":0.000024400155,"about_ca_topic_score_gemma":0.00005282607,"teacher_disagreement_score":0.014056102,"about_ca_system_score_codex":0.0002941328,"about_ca_system_score_gemma":0.00018702634,"threshold_uncertainty_score":0.7376955},"labels":[],"label_agreement":null},{"id":"W4280626027","doi":"10.1016/j.parkreldis.2022.05.004","title":"Frailty in Parkinson's disease and its association with early dementia: A longitudinal study","year":2022,"lang":"en","type":"article","venue":"Parkinsonism & Related Disorders","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; National Institute for Health and Care Research","keywords":"Medicine; Dementia; Odds ratio; Confounding; Internal medicine; Parkinson's disease; Frailty Index; Logistic regression; Disease; Odds; Longitudinal study; Pathology","score_opus":0.01385913200081915,"score_gpt":0.2535633407582437,"score_spread":0.23970420875742457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280626027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99026126,0.0032589505,0.000014640136,0.0031897698,0.00016911505,0.0017332942,0.000028185434,0.0001397721,0.0012050293],"genre_scores_gemma":[0.99782956,0.0002948701,0.00005975304,0.00018118814,0.000020247746,0.00051563757,0.00004841429,0.000060450602,0.0009899114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99710214,0.0002929535,0.00041537653,0.0007001017,0.0009526153,0.00053679995],"domain_scores_gemma":[0.99899644,0.00013106092,0.00022421821,0.00031297762,0.00006179866,0.0002734797],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005507568,0.0002989946,0.0003838035,0.00029045224,0.00035749096,0.0000477458,0.00014730649,0.00009331613,0.00040854208],"category_scores_gemma":[0.00019350411,0.00029766007,0.000072962626,0.0007498466,0.00004610667,0.0001926421,0.00017065096,0.00085454923,0.000027278113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078184594,0.0015325466,0.98713046,0.000034431454,0.0006310706,0.00026653605,0.0031229465,0.00027256587,0.000016368334,0.000037437752,0.0004553946,0.005718413],"study_design_scores_gemma":[0.009646527,0.00137621,0.943242,0.000048836777,0.000623589,0.000017354403,0.0016072451,0.0012024182,0.000004837803,0.00027624084,0.041611187,0.00034355806],"about_ca_topic_score_codex":0.000524714,"about_ca_topic_score_gemma":0.0006200559,"teacher_disagreement_score":0.043888446,"about_ca_system_score_codex":0.00032980944,"about_ca_system_score_gemma":0.00016025748,"threshold_uncertainty_score":0.99994755},"labels":[],"label_agreement":null},{"id":"W4280647092","doi":"10.1016/j.bja.2022.04.006","title":"Home-based prehabilitation with exercise to improve postoperative recovery for older adults with frailty having cancer surgery: the PREHAB randomised clinical trial","year":2022,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":139,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Public Health; Ottawa Hospital; Kingston General Hospital; McGill University; Queen's University; University of Ottawa","funders":"Ottawa Hospital Research Institute; Ottawa Hospital Anesthesia Alternate Funds Association; International Anesthesia Research Society; Canadian Frailty Network; University of Ottawa","keywords":"Prehabilitation; Medicine; Physical therapy; Randomized controlled trial; Quality of life (healthcare); Confidence interval; Clinical trial; Surgery; Internal medicine; Nursing","score_opus":0.021107468228247127,"score_gpt":0.29917017565464765,"score_spread":0.27806270742640055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280647092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98268837,0.0010837087,0.0014083689,0.0082634445,0.00049728464,0.0059345323,0.00008721907,0.000024630168,0.000012446353],"genre_scores_gemma":[0.99125564,0.00019718305,0.0047223605,0.0017105947,0.00039694278,0.0013794794,0.00002588011,0.00008026712,0.00023168036],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9967383,0.0005071038,0.0011354468,0.00041817248,0.0008345803,0.00036636746],"domain_scores_gemma":[0.99618524,0.0015226301,0.0007572786,0.00031454428,0.0009381505,0.0002821565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025471589,0.00024181914,0.0010023376,0.00017253954,0.0003584944,0.00011187881,0.00024889686,0.00008473342,0.0001223625],"category_scores_gemma":[0.001107239,0.00017575754,0.00048853696,0.0003614146,0.00015367636,0.00025376506,0.000028478842,0.0006592452,8.539845e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.53255177,0.0007894293,0.0059065684,0.00010242874,0.00019038364,0.00030787915,0.0010394567,0.00077906984,0.00001707739,0.0000011416981,0.008967077,0.4493477],"study_design_scores_gemma":[0.6922764,0.05018591,0.23263058,0.0090529835,0.0014313312,0.001707649,0.0039813123,0.00057270855,0.00031021415,0.000030672803,0.0070025,0.00081770023],"about_ca_topic_score_codex":0.0003164808,"about_ca_topic_score_gemma":0.0002926493,"teacher_disagreement_score":0.44853,"about_ca_system_score_codex":0.00027271648,"about_ca_system_score_gemma":0.0015833083,"threshold_uncertainty_score":0.71671844},"labels":[],"label_agreement":null},{"id":"W4280650301","doi":"10.1016/j.jtct.2022.05.018","title":"Geriatric Assessment Reveals Actionable Impairments in Hematopoietic Stem Cell Transplantation Candidates Age 18 to 80 Years","year":2022,"lang":"en","type":"article","venue":"Transplantation and Cellular Therapy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Cancer Institute; National Institutes of Health; Baxter International; Belgian American Educational Foundation; Abbott Laboratories; National Institute on Aging; School of Medicine, Duke University; DSM; U.S. Department of Defense","keywords":"Medicine; Transplantation; Hematopoietic stem cell transplantation; Cognition; Internal medicine; Age limit; Stem cell; Cognitive impairment; Pediatrics; Oncology; Disease; Psychiatry","score_opus":0.015560084575816738,"score_gpt":0.2725051791446464,"score_spread":0.25694509456882964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4280650301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957937,0.00041574732,0.0012927605,0.0003571975,0.00014915984,0.0009740512,0.00008746068,0.000053417592,0.00087648694],"genre_scores_gemma":[0.99402255,0.0020424698,0.00047119605,0.0005401753,0.000026739177,0.00020366332,0.0005350946,0.000030116109,0.0021280264],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9985905,0.00014509284,0.00032441603,0.00030943236,0.00038871355,0.00024184112],"domain_scores_gemma":[0.9995922,0.000047254358,0.000066319124,0.00015015475,0.00001940647,0.00012468021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000277363,0.00016201136,0.00024008943,0.000261953,0.00012119332,0.000028230479,0.00007672048,0.000049122442,0.00059600343],"category_scores_gemma":[3.804844e-7,0.00017168054,0.000055531247,0.00034824017,0.000016418888,0.00009100621,0.0000057725797,0.00019919695,0.000015019947],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005019732,0.0018168013,0.080324695,0.0020684842,0.00018198547,0.0061926153,0.057747606,0.00207779,0.8212567,0.0001613562,0.0013833677,0.021768898],"study_design_scores_gemma":[0.043859184,0.004240051,0.78574044,0.000423717,0.00046885313,0.0019931968,0.0074781883,0.0007965617,0.14410016,0.00058880757,0.008804232,0.0015066026],"about_ca_topic_score_codex":0.0001842026,"about_ca_topic_score_gemma":0.000027222015,"teacher_disagreement_score":0.7054157,"about_ca_system_score_codex":0.00013491724,"about_ca_system_score_gemma":0.00006432994,"threshold_uncertainty_score":0.700093},"labels":[],"label_agreement":null},{"id":"W4281608347","doi":"10.5770/cgj.25.536","title":"Enabling Healthy Aging to AVOID Frailty in Community Dwelling Older Canadians","year":2022,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University; Carleton University; Ottawa Hospital; Kingston Health Sciences Centre; McGill University Health Centre; McMaster University; Queen's University; Alberta Health Services; Université Laval; Centre Hospitalier de l’Université de Montréal; University of British Columbia; Providence Health Care; University of Alberta","funders":"Faculty of Nursing, University of Alberta; Canadian Frailty Network; University of Alberta; Government of Canada","keywords":"Medicine; Gerontology; Stressor; Healthy aging; Socialization; Population ageing; Public health; Population; Environmental health; Nursing; Psychology","score_opus":0.03269335051183323,"score_gpt":0.28705353269572254,"score_spread":0.2543601821838893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281608347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9484949,0.0015178642,0.00041778156,0.044245444,0.0020068623,0.00065624726,0.00014842233,0.00004092382,0.0024715331],"genre_scores_gemma":[0.97685623,0.000080458776,0.001129632,0.020120569,0.0006588291,0.000028134182,0.00004101984,0.0000729836,0.0010121615],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967969,0.00048795238,0.00065047503,0.00026442582,0.00053185545,0.0012683956],"domain_scores_gemma":[0.99589807,0.00018765143,0.00015238831,0.0004978692,0.00018058719,0.0030834475],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022070825,0.00023638771,0.00040993575,0.002287039,0.001966205,0.00012895625,0.0005083218,0.00010074392,0.0010171944],"category_scores_gemma":[0.00053348386,0.00029063306,0.00011816294,0.0017808786,0.000031058276,0.00013048442,0.000102066755,0.0038426048,0.00003445407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00048819545,0.00079971575,0.30380908,0.0009678924,0.00037325316,0.022666069,0.13727425,0.08166628,0.0011290356,0.00043595515,0.3532783,0.097111955],"study_design_scores_gemma":[0.008156971,0.0012438493,0.090327054,0.0005779341,0.00015548039,0.011196764,0.041533407,0.0022598323,0.00010783475,0.0006363837,0.84220797,0.0015965268],"about_ca_topic_score_codex":0.64030296,"about_ca_topic_score_gemma":0.8601031,"teacher_disagreement_score":0.48892966,"about_ca_system_score_codex":0.0064463895,"about_ca_system_score_gemma":0.0060611055,"threshold_uncertainty_score":0.9999546},"labels":[],"label_agreement":null},{"id":"W4281651404","doi":"10.1177/1358863x221093400","title":"Frailty scoring in vascular and endovascular surgery: A systematic review","year":2022,"lang":"en","type":"review","venue":"Vascular Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cochrane Library; MEDLINE; Adverse effect; Amputation; Vascular disease; Disease; Meta-analysis; Physical therapy; Emergency medicine; Surgery; Internal medicine","score_opus":0.08973334720452711,"score_gpt":0.3358835371470956,"score_spread":0.24615018994256851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281651404","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003747827,0.9881949,0.00004887783,0.00041321403,0.0005359162,0.010130775,0.000014939088,0.00019207197,0.0004655579],"genre_scores_gemma":[0.0000023216471,0.9943156,0.00013215056,0.0011045239,0.0004042401,0.0028232,0.0006728575,0.0002956731,0.00024941575],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98947096,0.0019844405,0.0034253462,0.0016211383,0.0025330742,0.0009650445],"domain_scores_gemma":[0.99306774,0.0020751876,0.00094063906,0.0032129777,0.00010672239,0.00059671816],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.008129387,0.0013812536,0.016191952,0.0015694319,0.00014806532,0.000024747127,0.0005627869,0.000468577,0.0015025301],"category_scores_gemma":[0.0100480635,0.0010010828,0.002835194,0.0026076543,0.0002736083,0.00013112545,0.0004265332,0.001994494,0.00009072311],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000024709857,0.000090565634,0.000012792361,0.87771,0.0021830448,0.0010697315,0.00010168227,1.8005504e-7,1.9122886e-7,0.00002392452,0.0011955202,0.11760992],"study_design_scores_gemma":[0.0007781955,0.00008052696,0.000009999191,0.49737662,0.016600022,0.0008786411,0.00003773014,0.000004956852,6.2608585e-8,0.0000054058373,0.48380864,0.00041921492],"about_ca_topic_score_codex":0.0004528392,"about_ca_topic_score_gemma":0.000029474319,"teacher_disagreement_score":0.48261312,"about_ca_system_score_codex":0.00074073806,"about_ca_system_score_gemma":0.00065482163,"threshold_uncertainty_score":0.9998938},"labels":[],"label_agreement":null},{"id":"W4281727461","doi":"10.1200/jco.2022.40.16_suppl.12002","title":"Impact of age and frailty on acute care use during immune checkpoint inhibitor (ICI) treatment: A population-based study.","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Institute for Clinical Evaluative Sciences; Princess Margaret Cancer Centre","funders":"Conquer Cancer Foundation","keywords":"Medicine; Ipilimumab; Population; Emergency department; Retrospective cohort study; Comorbidity; Cohort; Internal medicine; Cancer; Adverse effect; Emergency medicine; Immunotherapy","score_opus":0.11967945695391526,"score_gpt":0.4626707010813241,"score_spread":0.34299124412740883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281727461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977877,0.00017144938,0.0000018984935,0.00084707077,0.00054283795,0.0005157101,0.000044475666,0.000010826892,0.00007804274],"genre_scores_gemma":[0.9987816,0.00004417357,0.00041308196,0.00014860497,0.00036984112,0.000011537278,0.0000186022,0.000024898378,0.00018763005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962437,0.00057448243,0.0022852574,0.0002193953,0.0004717746,0.00020536632],"domain_scores_gemma":[0.9959415,0.0015484678,0.0016963108,0.00030209834,0.00023395116,0.00027764752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080757,0.00018780347,0.001613075,0.00023218368,0.00009766352,0.000008690372,0.00011440715,0.00015780669,0.00017971318],"category_scores_gemma":[0.0017039169,0.00013129019,0.0007708543,0.00016014576,0.00008964911,0.000085891115,0.00008067922,0.00087938947,0.0000016707638],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013999646,0.006724757,0.9570272,0.000035242665,0.0013723419,0.003907849,0.0014815229,0.00071707997,0.0014904615,0.000001594396,0.00007323879,0.013169042],"study_design_scores_gemma":[0.022658877,0.08778577,0.88738185,0.0000813109,0.00062968925,0.0001877917,0.0006513989,0.000049342398,0.0001830566,0.000009013957,0.00029480606,0.00008710182],"about_ca_topic_score_codex":0.0005598059,"about_ca_topic_score_gemma":0.00015304098,"teacher_disagreement_score":0.08106102,"about_ca_system_score_codex":0.0010418817,"about_ca_system_score_gemma":0.00087944866,"threshold_uncertainty_score":0.53538585},"labels":[],"label_agreement":null},{"id":"W4281735336","doi":"10.1186/s40635-022-00446-7","title":"The frailty, outcomes, recovery and care steps of critically ill patients (FORECAST) study: pilot study results","year":2022,"lang":"en","type":"article","venue":"Intensive Care Medicine Experimental","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Kingston Health Sciences Centre; Queen's University","funders":"Canadian Frailty Network","keywords":"Medicine; Delirium; Intensive care unit; Emergency medicine; Adverse effect; Critically ill; Mechanical ventilation; Psychological intervention; Severity of illness; Renal replacement therapy; Intensive care medicine; Internal medicine","score_opus":0.040473833213554654,"score_gpt":0.3354041497806886,"score_spread":0.294930316567134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281735336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98457223,0.0031950155,0.0000013168378,0.0038893118,0.0022095926,0.0038916648,0.0002545262,0.0000637651,0.0019225808],"genre_scores_gemma":[0.9935716,0.000016902191,0.000032745505,0.0050959326,0.00015793939,0.00037152632,0.00021297492,0.00006740167,0.00047297514],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9958727,0.00034195802,0.0010019555,0.00072320394,0.0016119811,0.00044823976],"domain_scores_gemma":[0.99083364,0.00064994674,0.00023880233,0.000879805,0.007140231,0.0002575963],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00031085103,0.00042608692,0.0008716224,0.00019550695,0.00048519517,0.000018616309,0.00034853845,0.00003899696,0.00011422639],"category_scores_gemma":[0.007294432,0.0002896129,0.000103470404,0.0002554844,0.000569866,0.00008127371,0.0008338329,0.00059199164,0.0000049710366],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012699351,0.0056830468,0.516775,0.00014284272,0.0011128143,0.000616847,0.38693398,0.000005142998,0.0026093344,0.00002522878,0.05614588,0.0172505],"study_design_scores_gemma":[0.016590416,0.09130383,0.1380122,0.000114893715,0.0002008058,0.00003600094,0.75069803,0.0000037452207,0.000691534,0.000005329337,0.00213391,0.00020932533],"about_ca_topic_score_codex":0.0015084664,"about_ca_topic_score_gemma":0.0003802067,"teacher_disagreement_score":0.37876284,"about_ca_system_score_codex":0.00061467435,"about_ca_system_score_gemma":0.000116267154,"threshold_uncertainty_score":0.9999556},"labels":[],"label_agreement":null},{"id":"W4281770988","doi":"10.5770/cgj.25.546","title":"Older Age and Frailty are Associated with Higher Mortality but Lower ICU Admission with COVID-19","year":2022,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa; North York General Hospital; Dalhousie University; Health Sciences North; Mount Sinai Hospital; McMaster University; Université de Sherbrooke; University of Alberta; Université Laval","funders":"Canadian Institutes of Health Research; Canadian Immunization Research Network; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Comorbidity; Intensive care unit; Observational study; Logistic regression; Emergency medicine; Mechanical ventilation; Coronavirus disease 2019 (COVID-19); Cohort study; Pediatrics; Intensive care medicine; Internal medicine; Disease","score_opus":0.03412863483728678,"score_gpt":0.277696737844846,"score_spread":0.2435681030075592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281770988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9835761,0.0006960824,0.00008275951,0.013245578,0.0005840899,0.0004220348,0.00027914954,0.000052618983,0.0010615381],"genre_scores_gemma":[0.9852183,0.000030712883,0.00019070417,0.0071609206,0.00032063128,0.000018474957,0.00006775788,0.000062961226,0.006929525],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976757,0.00016481285,0.0003260019,0.00037507768,0.00081388664,0.0006444901],"domain_scores_gemma":[0.9955146,0.00007891927,0.00041919795,0.00033534097,0.00021403914,0.0034379144],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053337653,0.00027067878,0.00041030906,0.0004066211,0.0008679617,0.00012711377,0.00018645621,0.00013580875,0.0026942464],"category_scores_gemma":[0.0005660158,0.00021567036,0.00007103897,0.0006922093,0.00011906466,0.00012582181,0.000052388503,0.0011307194,0.0000044466956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007511232,0.0003886398,0.68344134,0.00018405833,0.00090698607,0.08120013,0.0022236549,0.0003580935,0.00019017766,0.00008249637,0.22925775,0.0010155595],"study_design_scores_gemma":[0.0076851575,0.00087772036,0.86191225,0.00017030917,0.00050939864,0.004575413,0.001162407,0.000052664785,0.0000182946,0.00011928525,0.12232467,0.0005924364],"about_ca_topic_score_codex":0.0124074705,"about_ca_topic_score_gemma":0.06928796,"teacher_disagreement_score":0.17847091,"about_ca_system_score_codex":0.0022399947,"about_ca_system_score_gemma":0.0040704436,"threshold_uncertainty_score":0.9982174},"labels":[],"label_agreement":null},{"id":"W4281780754","doi":"10.5195/ijt.2022.6447","title":"Feasibility of Virtual Assessment of Physical Frailty in Solid Organ Transplant Recipients – A Single Centre, Observational Study","year":2022,"lang":"en","type":"article","venue":"International Journal of Telerehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Observational study; Medicine; Adverse effect; Transplantation; Duration (music); Physical therapy; Surgery; Internal medicine","score_opus":0.09217171261793812,"score_gpt":0.4037200623904469,"score_spread":0.3115483497725088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281780754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970486,0.000010419533,0.00031688792,0.001311327,0.00058302475,0.0005209048,0.00012506916,0.0000060037733,0.00007774894],"genre_scores_gemma":[0.99801767,0.0000011842941,0.0017350406,0.00004127554,0.00010617122,0.000011006394,0.00004176164,0.000013248127,0.000032637246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962796,0.00031828918,0.0011952736,0.00020007764,0.0018835596,0.00012323025],"domain_scores_gemma":[0.9970251,0.0006683941,0.0007507498,0.00017466507,0.0013136038,0.000067510446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096410967,0.00012693036,0.00044491465,0.00039881986,0.000027232047,0.0000075705148,0.00030490517,0.00003169941,0.0002451148],"category_scores_gemma":[0.00083042105,0.00012063269,0.0002095527,0.0003087758,0.00008337847,0.00023126665,0.000070045455,0.00035751352,6.134792e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001212079,0.012683695,0.9257112,0.000031414882,0.00021419454,0.000029183044,0.008768851,0.004657367,0.04120922,0.00020015691,0.000059955815,0.005222685],"study_design_scores_gemma":[0.0053551556,0.0047684885,0.98229766,0.00019326778,0.00005967976,0.00003465732,0.0034407338,0.0016192513,0.0015611495,0.0005619623,0.000026854143,0.000081163635],"about_ca_topic_score_codex":0.000055566215,"about_ca_topic_score_gemma":0.000052596693,"teacher_disagreement_score":0.05658644,"about_ca_system_score_codex":0.0008609671,"about_ca_system_score_gemma":0.0003733164,"threshold_uncertainty_score":0.49192584},"labels":[],"label_agreement":null},{"id":"W4281867308","doi":"10.1016/s2666-7568(22)00102-7","title":"How “old age” was withdrawn as a diagnosis from ICD-11","year":2022,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine","score_opus":0.052198693604449765,"score_gpt":0.3163501809363001,"score_spread":0.2641514873318503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281867308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71568626,0.0016454041,0.000018969084,0.27952465,0.0006079667,0.00093746185,0.00020872394,0.00021671485,0.0011538455],"genre_scores_gemma":[0.9542191,0.00064167136,0.00047695162,0.037957218,0.0017563812,0.00063697406,0.00015251021,0.000056864217,0.0041023316],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99704784,0.0005175892,0.0003010039,0.0005489699,0.0008308523,0.0007537409],"domain_scores_gemma":[0.99725795,0.00063664187,0.0001935789,0.00153413,0.00005981439,0.0003178725],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008670465,0.00027470515,0.00080700376,0.00006645608,0.0006343993,0.000079316094,0.0005679763,0.00008674055,0.0010159707],"category_scores_gemma":[0.0005295515,0.00020507902,0.00014915373,0.00041432338,0.00019801674,0.00011189531,0.00037796618,0.0010792466,0.00014571004],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028218585,0.0012332925,0.48851937,0.0005647024,0.0003138589,0.0014420709,0.009085966,0.00005260372,0.00037416973,0.0017114098,0.45429233,0.039588373],"study_design_scores_gemma":[0.0054654367,0.0013522329,0.38297266,0.00014732694,0.00020561797,0.00020506083,0.0010884849,0.0001477838,0.00054689887,0.0029178124,0.6045385,0.00041219298],"about_ca_topic_score_codex":0.008746839,"about_ca_topic_score_gemma":0.0027450528,"teacher_disagreement_score":0.24156743,"about_ca_system_score_codex":0.00040696978,"about_ca_system_score_gemma":0.00024493915,"threshold_uncertainty_score":0.99989724},"labels":[],"label_agreement":null},{"id":"W4282000590","doi":"10.52692/1857-0011.2022.1-72.09","title":"Fragility syndrome in patients with chronic heart failure","year":2022,"lang":"en","type":"article","venue":"Bulletin of the Academy of Sciences of Moldova Medical Sciences","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Comorbidity; Fragility; Internal medicine; Charlson comorbidity index; Population; Cardiology; Pediatrics","score_opus":0.018728508145224403,"score_gpt":0.2728092875162925,"score_spread":0.2540807793710681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282000590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8909855,0.0003258263,0.0000013816574,0.10778326,0.0000883534,0.0004393272,0.0000124273665,0.0000094097095,0.00035452048],"genre_scores_gemma":[0.9976819,0.000009841961,0.0013830157,0.00078873715,0.000018049359,0.000015979902,5.3079657e-7,0.0000048889924,0.00009704915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9934452,0.00021947984,0.0006660161,0.00048483856,0.0047556744,0.00042880047],"domain_scores_gemma":[0.9988313,0.0003700641,0.0004006301,0.00018764123,0.00004586439,0.00016454041],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004211979,0.00014758695,0.0004982542,0.00020160897,0.00027307667,0.0000060352672,0.0019771622,0.00010068787,0.0020676644],"category_scores_gemma":[0.0010337484,0.00008539406,0.00011628844,0.0017124931,0.007629231,0.0000653898,0.0007127108,0.0006044437,0.000003623473],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010432976,0.0006969269,0.9868125,0.00021607635,0.000021414595,0.0000025110182,0.00018362359,0.0008601031,0.000274452,0.00074265245,0.008148485,0.0019369421],"study_design_scores_gemma":[0.0018646743,0.002814945,0.9809299,0.0006621954,0.000022817054,0.000060076654,0.00025447583,0.00022111011,0.0018034054,0.00056365057,0.010663563,0.00013916458],"about_ca_topic_score_codex":0.00055381964,"about_ca_topic_score_gemma":0.00001510706,"teacher_disagreement_score":0.106994525,"about_ca_system_score_codex":0.00008633848,"about_ca_system_score_gemma":0.0005440578,"threshold_uncertainty_score":0.99884456},"labels":[],"label_agreement":null},{"id":"W4282921112","doi":"10.1093/ageing/afac126.015","title":"954 FRAILTY PREVALENCE, TRAJECTORIES AND CLINICAL IMPLICATIONS IN PEOPLE WITH COPD: A SYSTEMATIC REVIEW","year":2022,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; COPD; Checklist; Population; MEDLINE; Pulmonary rehabilitation; Exacerbation; Observational study; Hazard ratio; Gerontology; Quality of life (healthcare); Systematic review; Rehabilitation; Physical therapy; Emergency medicine; Internal medicine; Confidence interval; Environmental health","score_opus":0.07754871296071435,"score_gpt":0.3823680091558419,"score_spread":0.30481929619512754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282921112","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012220751,0.9953231,0.0000090240865,0.00020227915,0.00004849136,0.0037870675,0.00003265867,0.00004167318,0.0004334665],"genre_scores_gemma":[0.0001224124,0.9970692,0.00014017674,0.00030951435,0.00006437109,0.000891942,0.00009440731,0.00004018332,0.0012678246],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9976761,0.000350994,0.0010411537,0.00050180964,0.0002117787,0.00021816495],"domain_scores_gemma":[0.9978737,0.0010464272,0.00037236197,0.0005520063,0.000026594123,0.00012886288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006663778,0.00031109055,0.002829129,0.00010857212,0.00010107217,0.00003566147,0.00013852624,0.00012669439,0.00006857577],"category_scores_gemma":[0.00081443985,0.0002092469,0.00017993183,0.00048456268,0.0000869383,0.00007455848,0.000113762304,0.0006497238,0.0000052785913],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000019325923,0.00004221637,0.00028239377,0.9004271,0.00012410038,0.00088638376,0.00012599933,5.9076015e-9,1.4796353e-8,0.000037556412,0.00020549714,0.097866826],"study_design_scores_gemma":[0.00033601554,0.00017100474,0.003380955,0.766443,0.00505437,0.0007221832,0.000039690913,0.0000010571249,4.134022e-9,0.000011310152,0.22360653,0.0002338821],"about_ca_topic_score_codex":0.000060432485,"about_ca_topic_score_gemma":0.00022709824,"teacher_disagreement_score":0.22340104,"about_ca_system_score_codex":0.00006710224,"about_ca_system_score_gemma":0.00018402377,"threshold_uncertainty_score":0.85328406},"labels":[],"label_agreement":null},{"id":"W4282935302","doi":"10.1093/ageing/afac126.005","title":"933 FACTORS ASSOCIATED WITH LENGTH OF STAY ON OLDER PEOPLE’S MEDICINE WARDS","year":2022,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Medicine; Delirium; Logistic regression; Emergency medicine; Internal medicine; Pediatrics; Intensive care medicine","score_opus":0.02505773840382707,"score_gpt":0.26117581191731853,"score_spread":0.23611807351349146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282935302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99536824,0.00015138017,0.000024316194,0.0011957192,0.000092424256,0.00021043641,0.00001773302,0.000050841187,0.0028888774],"genre_scores_gemma":[0.99700093,0.000022769478,0.000017528593,0.00046518655,0.000050406772,0.000009782802,0.000087568114,0.000023567145,0.0023222791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988867,0.000058288824,0.00018718487,0.00020915004,0.00046267695,0.00019601392],"domain_scores_gemma":[0.99937046,0.0002192509,0.00010316017,0.00018529361,0.000036829908,0.000085015585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019079019,0.00013484468,0.0003414239,0.0001056509,0.00012950033,0.0000049428704,0.00006787581,0.000034367924,0.00045748195],"category_scores_gemma":[0.00023055228,0.00009353799,0.000033543438,0.00024348815,0.000064786786,0.00004192652,0.000065154214,0.0002790449,7.994113e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009014513,0.0019691656,0.6673745,0.00090173364,0.0024398773,0.027955156,0.1789074,0.00026872562,0.023938388,0.00076952355,0.03020722,0.06436688],"study_design_scores_gemma":[0.0033218893,0.0018424203,0.9866946,0.0004783286,0.00016738023,0.000015247404,0.004695359,0.00008406971,0.0006042115,0.000036177367,0.0019112269,0.00014910888],"about_ca_topic_score_codex":0.00043724512,"about_ca_topic_score_gemma":0.00025520675,"teacher_disagreement_score":0.31932008,"about_ca_system_score_codex":0.00006331935,"about_ca_system_score_gemma":0.000026978314,"threshold_uncertainty_score":0.50091064},"labels":[],"label_agreement":null},{"id":"W4282935707","doi":"10.1177/20480040221102741","title":"The burden of malnutrition &amp; frailty in patients with coronary artery disease: An under-recognized problem","year":2022,"lang":"en","type":"article","venue":"JRSM Cardiovascular Disease","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Alexandra Hospital; Alberta Health Services","funders":"","keywords":"Malnutrition; Medicine; Disease; Coronary artery disease; Myocardial infarction; Population; Intensive care medicine; Gerontology; Internal medicine; Environmental health","score_opus":0.017277285063197208,"score_gpt":0.23460585556425456,"score_spread":0.21732857050105736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282935707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99089944,0.0044657774,0.0001367025,0.0012321739,0.00014325297,0.002475711,0.00044864393,0.00008383999,0.00011446041],"genre_scores_gemma":[0.99662393,0.00008299824,0.00027105957,0.00013975547,0.00013757915,0.0006484161,0.0017162968,0.00006535569,0.00031461357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965334,0.00048732435,0.00040349585,0.000572544,0.0016087638,0.0003944719],"domain_scores_gemma":[0.99752736,0.00007355142,0.00010510805,0.0015619503,0.00021018564,0.00052184134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005050335,0.00026030655,0.0004900952,0.00014509578,0.00024850402,0.000026879567,0.0002525292,0.000041159863,0.00013694809],"category_scores_gemma":[0.00009354161,0.00020370979,0.00060414744,0.0004229177,0.00016526287,0.00018078816,0.00016520463,0.00031719904,0.000013476594],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.049210787,0.010868987,0.72550446,0.0023505583,0.010833245,0.0020779155,0.0020700614,0.08805833,0.00009834505,0.00015294386,0.0073353094,0.101439066],"study_design_scores_gemma":[0.01375415,0.0003912317,0.9650152,0.00021502569,0.0015564301,0.00001820311,0.00035286392,0.00038145483,0.0000038764215,0.00056068855,0.01741567,0.00033524405],"about_ca_topic_score_codex":0.00012712524,"about_ca_topic_score_gemma":0.000017048598,"teacher_disagreement_score":0.23951072,"about_ca_system_score_codex":0.0002545877,"about_ca_system_score_gemma":0.00031517557,"threshold_uncertainty_score":0.8307044},"labels":[],"label_agreement":null},{"id":"W4282945225","doi":"10.1016/j.ygyno.2022.05.012","title":"The five-factor modified frailty index predicts adverse postoperative and chemotherapy outcomes in gynecologic oncology","year":2022,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Gynecologic oncology; Chemotherapy; Retrospective cohort study; Comorbidity; Logistic regression; Internal medicine; Surgery","score_opus":0.03174631769533264,"score_gpt":0.3246753326027804,"score_spread":0.29292901490744777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282945225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92851645,0.00031640704,0.000018850771,0.05363768,0.0015158806,0.0026263096,0.00008914394,0.00018665665,0.013092606],"genre_scores_gemma":[0.9735821,0.00045228587,0.00044431648,0.017274065,0.00008153817,0.0012894257,0.00004919492,0.000044759377,0.006782327],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953416,0.0012999662,0.0009064208,0.0009241989,0.00045978278,0.0010680368],"domain_scores_gemma":[0.9926264,0.0058698677,0.00041343996,0.000641852,0.0001622047,0.0002862088],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011986276,0.0004969273,0.00135255,0.00029564282,0.00078937697,0.000020959027,0.0005702355,0.00064924697,0.0021993087],"category_scores_gemma":[0.002777439,0.00034849398,0.00018720808,0.00047861575,0.0008300275,0.00012477419,0.0007119576,0.0017980868,0.000051338517],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041876733,0.004949966,0.7379723,0.00005764689,0.000750477,0.0030800966,0.010654517,0.0015035351,0.0011303149,0.0018107202,0.019266065,0.21463667],"study_design_scores_gemma":[0.012357956,0.012062622,0.7864964,0.0000065386935,0.000060548467,0.0003288803,0.0046135345,0.0016570331,0.00004565985,0.0011190721,0.18090102,0.00035072662],"about_ca_topic_score_codex":0.00021861978,"about_ca_topic_score_gemma":0.0024456407,"teacher_disagreement_score":0.21428594,"about_ca_system_score_codex":0.0029325085,"about_ca_system_score_gemma":0.0012855334,"threshold_uncertainty_score":0.9998967},"labels":[],"label_agreement":null},{"id":"W4282958841","doi":"10.1016/j.jgo.2022.05.011","title":"Assessing psychological health and social support in older adults with cancer, a how-to guide – A Young International Society of Geriatric Oncology and Nursing &amp; Allied Health Interest Group initiative","year":2022,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Geriatric oncology; Medicine; Context (archaeology); Geriatrics; Gerontology; Psycho-oncology; Social support; Family medicine; Cancer; Psychiatry; Psychology; Internal medicine; Psychotherapist","score_opus":0.06694716968551823,"score_gpt":0.4342435805518736,"score_spread":0.3672964108663554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282958841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8813717,0.0012386324,0.0011709938,0.11380679,0.0011729591,0.000748382,0.000038996903,0.0000145716485,0.00043696855],"genre_scores_gemma":[0.9657718,0.001653359,0.025022358,0.006594458,0.00073678064,0.00005458756,0.00004433897,0.000031989897,0.000090359004],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99663985,0.0006520552,0.0012889014,0.00043433558,0.00048112727,0.00050375314],"domain_scores_gemma":[0.9969353,0.00035667623,0.001925792,0.00011748671,0.00031019512,0.00035453067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018850962,0.000246143,0.0012855906,0.00061414926,0.00020504,0.000033975004,0.00021455307,0.00018646046,0.000116648334],"category_scores_gemma":[0.00015587652,0.0002137543,0.00013312852,0.00063063647,0.00023456417,0.00023858217,0.00017044455,0.0011137098,4.2766797e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016309934,0.0076585943,0.08507372,0.00086811907,0.00080470764,0.0006839145,0.17842226,0.000043640586,0.0011749513,0.0001384422,0.2727317,0.43609005],"study_design_scores_gemma":[0.047653932,0.04801446,0.7219367,0.0010146336,0.00027191668,0.017655762,0.08800589,0.00019973183,0.0000095064715,0.00017355577,0.0744528,0.0006110854],"about_ca_topic_score_codex":0.00023052497,"about_ca_topic_score_gemma":0.00061247573,"teacher_disagreement_score":0.636863,"about_ca_system_score_codex":0.0040533016,"about_ca_system_score_gemma":0.0032677285,"threshold_uncertainty_score":0.99977},"labels":[],"label_agreement":null},{"id":"W4282967923","doi":"10.1109/jbhi.2022.3181738","title":"Wearable-Based Assessment of Frailty Trajectories During Cardiac Rehabilitation After Open-Heart Surgery","year":2022,"lang":"en","type":"article","venue":"IEEE Journal of Biomedical and Health Informatics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Lietuvos Mokslo Taryba","keywords":"Cadence; Rehabilitation; Physical medicine and rehabilitation; Physical therapy; Stair climbing; Medicine; Kinematics; Gait","score_opus":0.03984488245961967,"score_gpt":0.3551916002645058,"score_spread":0.31534671780488616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282967923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9737901,0.0005015424,0.0005819399,0.02349938,0.0010813472,0.0004113801,0.000070926406,0.000009111791,0.00005423811],"genre_scores_gemma":[0.9803202,0.00019778706,0.017299732,0.0019086051,0.00018559513,0.000024091101,0.000012335481,0.000010929854,0.00004068141],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967628,0.00012990492,0.0017835781,0.000064447784,0.001010191,0.00024907518],"domain_scores_gemma":[0.99798334,0.00044957385,0.000816284,0.00015929705,0.00019866177,0.00039285223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030853453,0.000113244714,0.00074275624,0.00033801168,0.00016216535,0.000021778538,0.000110370216,0.000059861693,0.00013058101],"category_scores_gemma":[0.00017975146,0.00009018397,0.00014771377,0.000311144,0.0001717854,0.00024356523,0.000062249725,0.00052752375,6.6785e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00516512,0.0041065267,0.69828784,0.04090193,0.00082190376,0.0001236141,0.04173041,0.0006070845,0.0020468463,0.000088316294,0.13055095,0.07556945],"study_design_scores_gemma":[0.004559301,0.005481984,0.92446005,0.0019252078,0.00008986397,0.00031914408,0.004158182,0.0015893965,0.00024894415,0.0000690948,0.056900617,0.00019821603],"about_ca_topic_score_codex":0.000058294303,"about_ca_topic_score_gemma":0.0000018762411,"teacher_disagreement_score":0.22617221,"about_ca_system_score_codex":0.00029117134,"about_ca_system_score_gemma":0.0018602615,"threshold_uncertainty_score":0.36775953},"labels":[],"label_agreement":null},{"id":"W4282974316","doi":"10.1158/1538-7445.am2022-2002","title":"Abstract 2002: A genome-wide association study identifies novel sepsis risk loci in children with Down syndrome-associated acute lymphoblastic leukemia: A report from the Children’s Oncology Group","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Sepsis; Genome-wide association study; Common Terminology Criteria for Adverse Events; Internal medicine; Population; Oncology; Minor allele frequency; Single-nucleotide polymorphism; Cancer; Genetics; Biology; Genotype","score_opus":0.026566488172327762,"score_gpt":0.333086815057164,"score_spread":0.3065203268848362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282974316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99144506,0.00065280386,0.00000850654,0.0028811486,0.00017065475,0.003545001,0.001032024,0.00009172237,0.00017305718],"genre_scores_gemma":[0.9938939,0.00029262304,0.000022670129,0.00031177542,0.00016829172,0.0022106862,0.0007943848,0.00008604039,0.0022195796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99370426,0.0007480488,0.0007749016,0.0010141595,0.0026995079,0.0010591346],"domain_scores_gemma":[0.99606305,0.0017902211,0.00059873913,0.00090412307,0.0004399523,0.00020391888],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0042488864,0.0003208968,0.0007354323,0.00040731346,0.0008149245,0.00012114949,0.00067971164,0.0002158673,0.0014075241],"category_scores_gemma":[0.0023443266,0.0002537151,0.00013074656,0.0017587771,0.00020393846,0.00017140372,0.0005830825,0.0027708637,0.000065109554],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049792574,0.0013592638,0.9738126,0.000007860646,0.003281253,0.0011003927,0.0029164671,0.00063823495,0.0004823428,4.313506e-7,0.0155775435,0.00032572335],"study_design_scores_gemma":[0.008272258,0.0012319904,0.98712385,0.00007277686,0.00050648116,0.0002699566,0.001806955,0.00003260231,0.00003353215,0.000026252028,0.00036775446,0.0002555881],"about_ca_topic_score_codex":0.09967329,"about_ca_topic_score_gemma":0.03295338,"teacher_disagreement_score":0.06671991,"about_ca_system_score_codex":0.019052789,"about_ca_system_score_gemma":0.0021925578,"threshold_uncertainty_score":0.99999154},"labels":[],"label_agreement":null},{"id":"W4282974773","doi":"10.1111/jgs.17929","title":"Geriatrics assessment in older adults referred for hematopoietic cell transplantation","year":2022,"lang":"en","type":"letter","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute on Aging","keywords":"Medicine; Transplantation; Hematopoietic cell; Referral; Population; Geriatrics; Hematopoietic stem cell transplantation; Gerontology; Adverse effect; Pediatrics; Internal medicine; Stem cell; Family medicine; Haematopoiesis; Psychiatry","score_opus":0.013336453344657427,"score_gpt":0.2846486374158226,"score_spread":0.27131218407116514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4282974773","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17838696,0.0018637002,0.0042100395,0.8052115,0.005390013,0.0039148787,0.00061489583,0.00006575812,0.00034230435],"genre_scores_gemma":[0.15331411,0.016917413,0.06519363,0.74292135,0.014590338,0.00043547002,0.00083155016,0.0007212296,0.0050748815],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954128,0.00031747864,0.0015393627,0.0004618638,0.0016316443,0.000636824],"domain_scores_gemma":[0.9940922,0.00096753903,0.0036899007,0.00067528506,0.00044788703,0.00012715114],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010649582,0.00050055794,0.0014256295,0.0003001822,0.00018270106,0.000058836067,0.0008141097,0.0003829603,0.00010508067],"category_scores_gemma":[0.00014343188,0.00038688316,0.0019664874,0.0014195407,0.00016242525,0.00011567974,0.00011760675,0.0045223255,0.0000017619112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005104005,0.0003525046,0.0017442299,0.002414671,0.0002287035,0.00025022548,0.0039044635,0.0001899942,0.00012852399,0.0000011982127,0.98936903,0.00090605015],"study_design_scores_gemma":[0.034851536,0.00628183,0.064152874,0.0019220455,0.0075787315,0.0035609063,0.011071652,0.001257533,0.00041430342,0.00042757462,0.86590683,0.002574188],"about_ca_topic_score_codex":0.00009744381,"about_ca_topic_score_gemma":0.0000038188555,"teacher_disagreement_score":0.123462215,"about_ca_system_score_codex":0.0016041272,"about_ca_system_score_gemma":0.0013157905,"threshold_uncertainty_score":0.9998583},"labels":[],"label_agreement":null},{"id":"W4283208370","doi":"10.11909/j.issn.1671-5411.2022.05.010","title":"Comparison of the prognostic value of frailty assessment tools in patients aged ≥ 65 years hospitalized in a cardiac care unit with acute coronary syndrome.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hazard ratio; Acute coronary syndrome; Frailty syndrome; Coronary care unit; Proportional hazards model; Internal medicine; Univariate analysis; Gerontology; Multivariate analysis; Frailty Index; Myocardial infarction; Confidence interval","score_opus":0.030698981202942382,"score_gpt":0.2918419173829283,"score_spread":0.2611429361799859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283208370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99455506,0.00012767354,0.0000012842089,0.00013157385,0.00021862761,0.004392849,0.0002246962,0.000017356993,0.00033086547],"genre_scores_gemma":[0.9971093,0.0000037283658,0.00014974615,0.000043747055,0.0000043014857,0.0023859318,0.00017844846,0.000027756443,0.00009707345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997801,0.00033443683,0.0004680731,0.00025186993,0.000820634,0.00032397313],"domain_scores_gemma":[0.99902004,0.00013929908,0.00023335968,0.00045150158,0.000083779676,0.0000720361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028133532,0.00015204775,0.00064078474,0.00015439851,0.00003442542,0.000006599018,0.00025067563,0.000052288142,0.000020537007],"category_scores_gemma":[0.00013623925,0.00012172878,0.000095176634,0.00068106165,0.000102210266,0.00006781083,0.00023508929,0.00044092513,3.9754434e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030705568,0.00068428845,0.9904465,0.00013571602,0.00017088457,0.00006451158,0.0023664278,0.00034785742,0.000008816545,0.000010849191,0.000101537145,0.0053555323],"study_design_scores_gemma":[0.0052808505,0.00070462585,0.9918559,0.00013668876,0.00017816373,0.000007040239,0.0015333046,0.000038170863,0.00006800291,0.0000077676295,0.00006817733,0.000121293095],"about_ca_topic_score_codex":0.0002699436,"about_ca_topic_score_gemma":0.000059893173,"teacher_disagreement_score":0.005234239,"about_ca_system_score_codex":0.000373839,"about_ca_system_score_gemma":0.00019268018,"threshold_uncertainty_score":0.49639556},"labels":[],"label_agreement":null},{"id":"W4283361988","doi":"10.30683/1927-7229.2022.11.02","title":"The Relationships between Frailty and Quality of Life in Elderly Women with Breast Cancer","year":2022,"lang":"en","type":"article","venue":"Journal of Analytical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Breast cancer; Lumpectomy; Gerontology; Cancer; Radiation therapy; Stage (stratigraphy); Internal medicine; Physical therapy; Mastectomy","score_opus":0.08622852969881295,"score_gpt":0.37543084459559184,"score_spread":0.2892023148967789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283361988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95690745,0.00022766508,0.000040288865,0.041947607,0.000050744715,0.00009331834,0.000019006227,0.0000024197377,0.0007114952],"genre_scores_gemma":[0.9990549,0.000063324005,0.00016294097,0.00026273372,0.00013339697,0.000006814596,7.560035e-7,0.0000072231715,0.00030791474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980467,0.0004883824,0.0007670228,0.00009630583,0.00040516935,0.00019645096],"domain_scores_gemma":[0.9973326,0.0016545715,0.00045868853,0.00012701566,0.00019627625,0.00023085444],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021808215,0.000074733114,0.00057505886,0.00012567808,0.00010057923,0.0000056833264,0.00011729317,0.0000703526,0.00021354888],"category_scores_gemma":[0.00076843274,0.000045319,0.000048490645,0.00030597285,0.00025437895,0.000055823642,0.000057786092,0.0010479621,5.755342e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026446308,0.00020974173,0.9827516,0.00003087864,0.00029188997,0.000046479076,0.0010203224,0.000110925495,0.00003908199,0.000550644,0.0010598095,0.011244002],"study_design_scores_gemma":[0.0030481739,0.002879046,0.98467875,0.00003143903,0.00010253469,0.00021338621,0.002645084,0.00009691414,0.000002237962,0.00045147448,0.005800339,0.000050614955],"about_ca_topic_score_codex":0.00017154937,"about_ca_topic_score_gemma":0.0004262898,"teacher_disagreement_score":0.04214744,"about_ca_system_score_codex":0.0005257342,"about_ca_system_score_gemma":0.00086467096,"threshold_uncertainty_score":0.4552932},"labels":[],"label_agreement":null},{"id":"W4283370838","doi":"10.1016/j.ijnurstu.2022.104316","title":"Instruments to assess frailty in community dwelling older adults: A systematic review","year":2022,"lang":"en","type":"review","venue":"International Journal of Nursing Studies","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University of British Columbia, Okanagan Campus; University of British Columbia; University of Calgary; University of Alberta","funders":"Canadian Frailty Network","keywords":"Operationalization; CINAHL; Gerontology; MEDLINE; Medicine; Geriatrics; Psychology; Psychological intervention; Nursing; Psychiatry","score_opus":0.2518242230341743,"score_gpt":0.49413118501334696,"score_spread":0.24230696197917267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283370838","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001374093,0.9933993,0.000027612454,0.0013562508,0.0029532013,0.0017800579,0.00003227657,0.000016820975,0.00029705837],"genre_scores_gemma":[0.0002410415,0.99768186,0.00057070225,0.00084009353,0.00027112762,0.000142596,0.000036364363,0.00005532616,0.000160901],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.994207,0.001061645,0.0026721023,0.00022566112,0.0015704836,0.00026308934],"domain_scores_gemma":[0.99547863,0.0011543572,0.0019288808,0.0004164141,0.00088743126,0.00013425891],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019827522,0.00044915546,0.004095553,0.0009369288,0.00012232139,0.00004435533,0.0010412271,0.0001024553,0.00007353093],"category_scores_gemma":[0.0046333745,0.00034199352,0.0008838408,0.000507531,0.00008204641,0.00016172173,0.0002470631,0.001963235,0.000017838338],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004527411,0.0006952049,0.000014003743,0.59107625,0.0032717374,0.00029308797,0.0034472973,0.000002112625,4.990769e-8,0.000008301742,0.0025683981,0.39857826],"study_design_scores_gemma":[0.0007730532,0.0002605921,0.000026032247,0.94148207,0.003453413,0.0026021,0.002944214,0.0000020863754,3.1298327e-7,0.000035100817,0.04819747,0.00022358618],"about_ca_topic_score_codex":0.000017664686,"about_ca_topic_score_gemma":0.000008943726,"teacher_disagreement_score":0.39835468,"about_ca_system_score_codex":0.003313333,"about_ca_system_score_gemma":0.00031859317,"threshold_uncertainty_score":0.9999032},"labels":[],"label_agreement":null},{"id":"W4283579387","doi":"10.24095/hpcdp.42.6.02","title":"Encouraging older adults with pre-frailty and frailty to “MoveStrong”: an analysis of secondary outcomes for a pilot randomized controlled trial","year":2022,"lang":"en","type":"article","venue":"Health Promotion and Chronic Disease Prevention in Canada","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"British Columbia Centre of Excellence for Women's Health; University of British Columbia; Osteoporosis Canada; University Health Network; University of Toronto; University of Waterloo; Wilfrid Laurier University; Impact; St. Michael's Hospital; Research Institute for Aging; Simon Fraser University; McMaster University","funders":"","keywords":"Gee; Medicine; Grip strength; Physical therapy; Balance (ability); Randomized controlled trial; Preferred walking speed; Dynamic balance; Quality of life (healthcare); Activities of daily living; Generalized estimating equation; Body mass index; Hand strength; Physical medicine and rehabilitation; Gerontology; Internal medicine","score_opus":0.021194656301437804,"score_gpt":0.328781016105653,"score_spread":0.3075863598042152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283579387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773548,0.00073667336,0.0014898356,0.0054157837,0.00017792646,0.014514587,0.00026968334,0.000021401418,0.000019274321],"genre_scores_gemma":[0.9932139,0.000048190414,0.00022915346,0.0005455141,0.000034261342,0.005030016,0.0003719775,0.000020253738,0.0005067526],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.997119,0.000635237,0.00091570854,0.00047551063,0.0005184274,0.000336084],"domain_scores_gemma":[0.9983589,0.0002447885,0.0004437973,0.00027895358,0.000097851116,0.0005756792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011415499,0.00020736923,0.0014402228,0.00034354563,0.0001844774,0.000015333222,0.000071809656,0.000021559916,0.0004490113],"category_scores_gemma":[0.0001859444,0.00017233509,0.00016738867,0.00034467407,0.000051522282,0.000107985914,0.00004633775,0.00019180353,5.2713062e-8],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9609939,0.0015507347,0.011943916,0.0018839885,0.0011457313,0.000009832705,0.0011641702,0.0011482291,0.0000036493932,0.00014107743,0.00024193797,0.01977287],"study_design_scores_gemma":[0.8343891,0.0031564625,0.14121534,0.00036518433,0.0010681623,0.0000029477528,0.00070515176,0.018774452,0.0000014582145,0.00007146877,0.00008763104,0.0001626518],"about_ca_topic_score_codex":0.13787594,"about_ca_topic_score_gemma":0.6297619,"teacher_disagreement_score":0.4918859,"about_ca_system_score_codex":0.0011476495,"about_ca_system_score_gemma":0.0070439545,"threshold_uncertainty_score":0.99858516},"labels":[],"label_agreement":null},{"id":"W4283588559","doi":"10.1186/s12875-022-01778-9","title":"Practitioner perceptions of the feasibility of common frailty screening instruments within general practice settings: a mixed methods study","year":2022,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"Medical Research Council; Canadian Institutes of Health Research; National Health and Medical Research Council; Resthaven Incorporated","keywords":"Checklist; Medicine; Focus group; Intervention (counseling); Perception; Vulnerability (computing); Scale (ratio); Qualitative research; Applied psychology; Psychology; Nursing; Computer science","score_opus":0.055736654560262146,"score_gpt":0.39172671667652087,"score_spread":0.3359900621162587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283588559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927826,0.00012262672,0.00095395924,0.0007160328,0.00040137614,0.0019430845,0.00021927015,0.000050008766,0.0028110556],"genre_scores_gemma":[0.85191184,0.0000015892055,0.14667432,0.00075371895,0.0000481692,0.00013147059,0.00017387871,0.000027303455,0.00027768366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99537337,0.0024598737,0.00066009304,0.00038743156,0.0009258284,0.00019343178],"domain_scores_gemma":[0.9973114,0.0004689625,0.00067734177,0.0010451438,0.00041965337,0.000077502824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016005307,0.00018394274,0.0004557018,0.00009537224,0.00034393818,0.000011829378,0.00031688632,0.000060841874,0.00017337414],"category_scores_gemma":[0.0014315943,0.00015057865,0.00020144126,0.00049251894,0.00014236252,0.00024414872,0.00075865653,0.0006713317,0.0000012055109],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010318352,0.0029283124,0.9282206,0.000799788,0.00031212738,0.000009105346,0.028788734,0.0012235523,0.019076714,0.000034680408,0.0019523026,0.015622232],"study_design_scores_gemma":[0.0030210186,0.00096490583,0.8755443,0.0001004269,0.00054421235,0.00011961607,0.11689049,0.00025649436,0.0015536433,0.000025938198,0.0008250054,0.00015391714],"about_ca_topic_score_codex":0.00057815714,"about_ca_topic_score_gemma":0.00016998468,"teacher_disagreement_score":0.14572036,"about_ca_system_score_codex":0.00055917545,"about_ca_system_score_gemma":0.00053567433,"threshold_uncertainty_score":0.6140419},"labels":[],"label_agreement":null},{"id":"W4283723841","doi":"10.5935/0103-507x.20220011-pt","title":"O desempenho físico funcional reduzido antes da hospitalização prediz limitações de suporte de vida e mortalidade em pacientes não cirúrgicos de unidade de terapia intensiva","year":2022,"lang":"pt","type":"article","venue":"Revista Brasileira de Terapia Intensiva","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Medicine; Surprise; Intensive care unit; Activities of daily living; Odds ratio; Emergency department; Cohort; Prospective cohort study; Observational study; Intensive care; Internal medicine; Emergency medicine; Physical therapy; Intensive care medicine","score_opus":0.02982328865781198,"score_gpt":0.28752076870066573,"score_spread":0.25769748004285375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283723841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9681006,0.015209958,0.0038976495,0.0048500556,0.0016376947,0.0031771946,0.0018149271,0.000989711,0.00032222617],"genre_scores_gemma":[0.96540016,0.0009196874,0.0027315575,0.020454425,0.0015278986,0.0007248942,0.001432485,0.0007818714,0.006027005],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98311937,0.0022922321,0.0032819456,0.0030660173,0.0026648748,0.0055755386],"domain_scores_gemma":[0.9877854,0.0017047707,0.0016480609,0.003482606,0.0024577775,0.0029213969],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0036197358,0.0025933234,0.0032136673,0.001518814,0.0013966798,0.0016493499,0.002852876,0.0010352179,0.003757648],"category_scores_gemma":[0.009878167,0.002840422,0.0018377176,0.0023518149,0.0011612582,0.00086118677,0.0017753363,0.0046097706,0.00023864546],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019555478,0.002041723,0.69914263,0.0023084355,0.0028415679,0.0099369185,0.03336298,0.0003934387,0.07966784,0.0012216563,0.1638157,0.0033115426],"study_design_scores_gemma":[0.010368647,0.007017476,0.805554,0.009914924,0.003947148,0.03197223,0.056564283,0.027514035,0.015411374,0.00053355546,0.025847977,0.0053543695],"about_ca_topic_score_codex":0.0010325202,"about_ca_topic_score_gemma":0.000106029474,"teacher_disagreement_score":0.13796774,"about_ca_system_score_codex":0.0068203644,"about_ca_system_score_gemma":0.0046598567,"threshold_uncertainty_score":0.9999034},"labels":[],"label_agreement":null},{"id":"W4283743389","doi":"10.1007/s40520-022-02173-1","title":"Relationship of frailty with excess mortality during the COVID-19 pandemic: a population-level study in Ontario, Canada","year":2022,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta; University of Ottawa; Health Sciences Centre; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Women's College Hospital; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research; Canadian Frailty Network","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Betacoronavirus; Population; Medicine; Excess mortality; Gerontology; Coronavirus Infections; Demography; Environmental health; Virology; Outbreak; Disease; Infectious disease (medical specialty); Internal medicine","score_opus":0.47204111093807044,"score_gpt":0.5251384814612831,"score_spread":0.05309737052321262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283743389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99749154,0.00010770454,0.0000013706417,0.0013484707,0.000057690006,0.00077745755,0.000012362317,0.0000109947005,0.00019241415],"genre_scores_gemma":[0.99824435,0.0000015402671,0.000028485681,0.0002330286,0.000032854492,0.00014437364,0.000019953104,0.000010834566,0.0012845596],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99710286,0.0006765838,0.0005064012,0.00034995042,0.0010966903,0.0002674991],"domain_scores_gemma":[0.9978872,0.0014386057,0.00006827438,0.00034030064,0.000049068836,0.00021655775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00267437,0.000092584196,0.00025647192,0.00008020514,0.00047757436,0.000014966829,0.00017213891,0.000031101943,0.0002745327],"category_scores_gemma":[0.00076608977,0.00006551768,0.000029813982,0.00032946112,0.00024984934,0.000053443775,0.00035880753,0.0011819651,4.2495307e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044949123,0.000489777,0.99436796,0.000028472547,0.000036811663,0.000099405195,0.004107606,0.000116428346,0.00004254668,0.000020650821,0.00018918749,0.00005165636],"study_design_scores_gemma":[0.003098346,0.0004578563,0.98289645,0.000021272457,0.000009923873,0.000038866587,0.012988766,0.00006312518,0.00003405973,0.00006207731,0.00025741835,0.00007183644],"about_ca_topic_score_codex":0.98667693,"about_ca_topic_score_gemma":0.9816576,"teacher_disagreement_score":0.011471515,"about_ca_system_score_codex":0.0009264133,"about_ca_system_score_gemma":0.0012227658,"threshold_uncertainty_score":0.5135116},"labels":[],"label_agreement":null},{"id":"W4283782689","doi":"10.1111/jgs.17941","title":"Effect of a physical activity intervention and frailty on frailty trajectory and major mobility disability","year":2022,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Psychological intervention; Frailty Index; Intervention (counseling); Baseline (sea); Gerontology; Physical therapy","score_opus":0.013322275843039248,"score_gpt":0.3100660323647733,"score_spread":0.29674375652173407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283782689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979264,0.00013846929,0.00006680532,0.0011840225,0.00019257911,0.00040524473,0.00005160856,0.000011189661,0.000023662344],"genre_scores_gemma":[0.9994125,0.000038155926,0.00020324442,0.00011489752,0.00016486422,0.00001157293,8.918234e-7,0.000016560554,0.00003734619],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99784464,0.0007526869,0.0003419808,0.00023615512,0.0006449989,0.000179554],"domain_scores_gemma":[0.9974908,0.0009563179,0.00096503197,0.0003779162,0.00008300596,0.00012690971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016027091,0.00018255578,0.00071382866,0.000031353135,0.0001719866,0.000012458834,0.0001865834,0.000035605022,0.000019613053],"category_scores_gemma":[0.0005340601,0.000120802775,0.00083001563,0.00043344434,0.0007967239,0.00008578715,0.00027595967,0.000895314,1.8503317e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010660578,0.008170592,0.5113998,0.0020376393,0.0013138613,0.000014332671,0.007569517,0.0003055833,0.07367253,0.000020185958,0.0044071237,0.38042825],"study_design_scores_gemma":[0.003509692,0.010995317,0.97482103,0.000059453323,0.00056100864,0.0001293605,0.00085111184,0.0011353722,0.007390868,0.000107958986,0.00028658897,0.00015226136],"about_ca_topic_score_codex":0.00018244387,"about_ca_topic_score_gemma":0.0000033696015,"teacher_disagreement_score":0.4634212,"about_ca_system_score_codex":0.00040687688,"about_ca_system_score_gemma":0.00007336549,"threshold_uncertainty_score":0.4926194},"labels":[],"label_agreement":null},{"id":"W4283783943","doi":"10.1093/eurjcn/zvac060.113","title":"Validation of the virtual measurement of the Essential Frailty Toolset","year":2022,"lang":"en","type":"article","venue":"European Journal of Cardiovascular Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Medicine; Cohen's kappa; Observational study; Kappa; Internal medicine; Physical therapy; Statistics","score_opus":0.030469093004661846,"score_gpt":0.2453574410853063,"score_spread":0.21488834808064444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283783943","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97743154,0.003943361,0.0070556668,0.0017797357,0.0035371024,0.0004189377,0.000013881755,0.000009640912,0.005810155],"genre_scores_gemma":[0.9993385,0.00001864708,0.0001571615,0.000048238857,0.00034086232,5.2350464e-7,0.0000012466226,0.000029958846,0.00006484944],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99469227,0.0018559683,0.0006307407,0.000118598946,0.0025622225,0.0001402212],"domain_scores_gemma":[0.99822575,0.000025873622,0.0005330886,0.00067375967,0.00048679684,0.00005472663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003981835,0.00011377806,0.00039534803,0.00007945621,0.00016806446,0.0000117063455,0.00044180066,0.000013871733,0.000044372526],"category_scores_gemma":[0.00044107734,0.000072219555,0.0014695893,0.00030605757,0.00016206282,0.00008652822,0.0001255532,0.00046832603,0.000001171355],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014009831,0.0014184092,0.002785241,0.00032734094,0.013406608,0.00036708234,0.014626259,0.26378217,0.283291,0.00021519072,0.020378832,0.3980009],"study_design_scores_gemma":[0.014291693,0.0022400666,0.17643295,0.005026726,0.009828043,0.006192106,0.00507606,0.00024140051,0.6711607,0.0001480537,0.10886251,0.0004997152],"about_ca_topic_score_codex":0.000003625691,"about_ca_topic_score_gemma":1.0381479e-7,"teacher_disagreement_score":0.39750117,"about_ca_system_score_codex":0.00022754904,"about_ca_system_score_gemma":0.00019722398,"threshold_uncertainty_score":0.2945028},"labels":[],"label_agreement":null},{"id":"W4283825755","doi":"10.1016/j.chest.2022.01.049","title":"Physical Frailty Makes Matters Worse in People With COPD","year":2022,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Scopus; Medicine; Gerontology; MEDLINE; Vulnerability (computing)","score_opus":0.021498346474340103,"score_gpt":0.2688840000159608,"score_spread":0.2473856535416207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283825755","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05819913,0.00017712696,0.00003901447,0.93878126,0.0007131983,0.00038163504,0.000036723766,0.000056276927,0.0016156379],"genre_scores_gemma":[0.011362912,0.00008191419,0.0011264852,0.95158845,0.012157423,0.0000897532,0.000367989,0.00025845217,0.022966595],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99718314,0.00013563887,0.00043581164,0.00043588897,0.0011142473,0.00069528347],"domain_scores_gemma":[0.99869335,0.00019712247,0.00031100775,0.0005052392,0.00008969625,0.00020358409],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020319085,0.00046359544,0.0008939066,0.0003768115,0.00013500695,0.000097793054,0.00037839895,0.00031890153,0.0030440865],"category_scores_gemma":[0.00007187078,0.00036599403,0.00024039469,0.00040380287,0.00014538185,0.00012304794,0.00009874749,0.00842812,0.0001536646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001726771,0.00016245227,0.0057166046,0.0004630202,0.00014544935,0.011747395,0.0015723556,0.000021083208,0.000051572217,8.6808024e-7,0.97917175,0.0007747553],"study_design_scores_gemma":[0.0027362618,0.00045296474,0.01663899,0.0008256579,0.0002163892,0.00871204,0.00035475136,0.000037406317,0.000050596722,0.000054413882,0.9694891,0.00043142462],"about_ca_topic_score_codex":0.00005980323,"about_ca_topic_score_gemma":0.00009627384,"teacher_disagreement_score":0.04683622,"about_ca_system_score_codex":0.00067757483,"about_ca_system_score_gemma":0.00045367962,"threshold_uncertainty_score":0.9998792},"labels":[],"label_agreement":null},{"id":"W4283827631","doi":"10.1177/23337214221107817","title":"Validity of the Malnutrition Universal Screening Tool for Evaluation of Frailty Status in Older Hospitalised Patients","year":2022,"lang":"en","type":"article","venue":"Gerontology and Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Malnutrition; Receiver operating characteristic; Medicine; Area under the curve; Prospective cohort study; Internal medicine; Area under curve; Pediatrics","score_opus":0.05334043028969214,"score_gpt":0.3155070824873027,"score_spread":0.26216665219761054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283827631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99516284,0.0005739058,0.00042153508,0.0015938648,0.0004180953,0.0015734659,0.00007355757,0.000007467125,0.00017525308],"genre_scores_gemma":[0.9990404,0.000034280798,0.00040767583,0.00011898966,0.00006140393,0.0000847201,0.00015928323,0.000007906697,0.000085305204],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833727,0.00033843826,0.00041659139,0.00021204016,0.0004983199,0.00019733497],"domain_scores_gemma":[0.9988895,0.00028356866,0.00027753366,0.00021952052,0.00028714765,0.000042705447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011589418,0.000102985985,0.00037198418,0.00016059047,0.00008222235,7.3034266e-7,0.000080362544,0.00007947134,0.0003264677],"category_scores_gemma":[0.00091769255,0.000079473895,0.000052763735,0.0002856685,0.0001651582,0.000048300742,0.00006612621,0.00015723705,9.197909e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011772028,0.00041127778,0.9718521,0.00030367146,0.000051265273,0.000002090547,0.002631259,0.00007345544,0.00041638513,0.00011748228,0.004111191,0.018852582],"study_design_scores_gemma":[0.022913339,0.0012673575,0.97253925,0.00007517309,0.00035470838,0.0000072563425,0.00081892574,0.0011179199,0.00015094051,0.00033855299,0.0003487659,0.000067808905],"about_ca_topic_score_codex":0.00026156622,"about_ca_topic_score_gemma":0.00004848172,"teacher_disagreement_score":0.021736136,"about_ca_system_score_codex":0.00011293323,"about_ca_system_score_gemma":0.00011893104,"threshold_uncertainty_score":0.35745925},"labels":[],"label_agreement":null},{"id":"W4284883152","doi":"10.1111/ajag.13096","title":"A systematic review of frailty education programs for health care professionals","year":2022,"lang":"en","type":"review","venue":"Australasian Journal on Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Frailty Network; McMaster University","keywords":"Multidisciplinary approach; Competence (human resources); Modalities; Medicine; Health professionals; Health care; MEDLINE; Program evaluation; Medical education; Demographics; Systematic review; Gerontology; Psychology","score_opus":0.08405474053669086,"score_gpt":0.4399981037864341,"score_spread":0.35594336324974324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4284883152","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000012433461,0.984891,0.000016512675,0.0018913873,0.0009520419,0.011770659,0.000043458982,0.000034051438,0.00039962566],"genre_scores_gemma":[0.000009715323,0.9918973,0.001300056,0.0012740133,0.00042067928,0.0017001157,0.0006306076,0.00011494106,0.0026526158],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9947264,0.0007834805,0.0027285737,0.00038809367,0.0009040074,0.0004694079],"domain_scores_gemma":[0.994654,0.00028585983,0.0037157203,0.0006285972,0.00030542832,0.00041038726],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014604056,0.00050668756,0.0043249703,0.00039399005,0.00025336316,0.000038631846,0.00039565124,0.00018659857,0.00029834922],"category_scores_gemma":[0.0013364598,0.0003573214,0.0015083458,0.0005109134,0.000034493813,0.000086884684,0.00004638978,0.001533021,0.000015833273],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004812028,0.00017606137,3.5733686e-7,0.6112666,0.00022397247,0.000032829146,0.0002520213,2.1617325e-8,9.168644e-9,0.000018664154,0.006535915,0.3814887],"study_design_scores_gemma":[0.00019397044,0.0006371324,8.591652e-7,0.5871286,0.0016644724,0.0012727892,0.00061401684,1.19029664e-7,9.2700695e-8,0.0000039934325,0.40834537,0.00013859845],"about_ca_topic_score_codex":0.0000031442833,"about_ca_topic_score_gemma":0.0000013320847,"teacher_disagreement_score":0.40180945,"about_ca_system_score_codex":0.0012128851,"about_ca_system_score_gemma":0.0052154213,"threshold_uncertainty_score":0.9998879},"labels":[],"label_agreement":null},{"id":"W4285009406","doi":"10.3390/nu14142806","title":"The Use of Dietary Supplements and Amino Acid Restriction Interventions to Reduce Frailty in Pre-Clinical Models","year":2022,"lang":"en","type":"review","venue":"Nutrients","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie Medical Research Foundation; Heart and Stroke Foundation of Canada","keywords":"Psychological intervention; Medicine; Gerontology; Frailty syndrome; Vitamin D and neurology; Environmental health; Frailty Index; Internal medicine; Psychiatry","score_opus":0.410372277978931,"score_gpt":0.47061709894825976,"score_spread":0.06024482096932876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285009406","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059429244,0.987652,0.00008499413,0.000265995,0.0011096131,0.0041670017,0.0006657109,0.000035233534,0.00007649998],"genre_scores_gemma":[0.0005154838,0.9960077,0.0005999133,0.000056482102,0.000091434595,0.00050300575,0.00071441167,0.000047254885,0.0014643295],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99641645,0.0004702878,0.0016747335,0.0005782807,0.0005433026,0.00031696606],"domain_scores_gemma":[0.997783,0.0006544797,0.00046051148,0.0008365413,0.000071373346,0.00019411251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006011858,0.00029777846,0.0011899888,0.00032019932,0.00011010987,0.000029620784,0.0003038006,0.00021976625,0.000101981816],"category_scores_gemma":[0.0011354256,0.00022542896,0.0005096822,0.00064281846,0.00009991921,0.00014888775,0.000504821,0.0008337889,0.0000102618815],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002140883,0.0009838373,0.0011338677,0.0077840067,0.0002382392,0.000021388065,0.0002187875,0.000005135937,4.8124e-7,0.000026632139,0.028235495,0.96113807],"study_design_scores_gemma":[0.0012074658,0.0007556276,0.0035061894,0.013110208,0.0006502514,0.000018884732,0.000029300987,0.000041255873,0.0000010652983,0.000079341546,0.98043513,0.00016525887],"about_ca_topic_score_codex":0.00020099657,"about_ca_topic_score_gemma":0.00008747458,"teacher_disagreement_score":0.9609728,"about_ca_system_score_codex":0.00024342559,"about_ca_system_score_gemma":0.00015428402,"threshold_uncertainty_score":0.91927266},"labels":[],"label_agreement":null},{"id":"W4285033840","doi":"10.1002/ehf2.14022","title":"Digital Health in Older Adults for the Prevention and Management of Cardiovascular Diseases and Frailty. <i>A Clinical Consensus Statement from the ESC Council for Cardiology Practice/Taskforce on Geriatric Cardiology, the ESC Digital Health Committee and the ESC Working Group on e-Cardiology</i>","year":2022,"lang":"en","type":"review","venue":"ESC Heart Failure","topic":"Frailty in Older Adults","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Digital health; Health care; Geriatrics; Telehealth; Disease management; Cardiovascular health; Disease; Canadian Cardiovascular Society; Telemedicine; Gerontology; Family medicine; Cardiology; Internal medicine","score_opus":0.0892584257996751,"score_gpt":0.35902052679233604,"score_spread":0.26976210099266096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285033840","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00058980234,0.9355309,0.0006289007,0.03770388,0.00089800864,0.02129223,0.0031477122,0.00005512287,0.00015346654],"genre_scores_gemma":[0.014707767,0.97627974,0.00033477414,0.002801554,0.0011391194,0.0031202754,0.0013727188,0.00012953376,0.00011450672],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99126965,0.003437523,0.002057708,0.0014347197,0.00090847537,0.0008919049],"domain_scores_gemma":[0.9770647,0.019704994,0.001072141,0.00174022,0.00017282627,0.00024507678],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008154365,0.00084584474,0.0045236587,0.00010098313,0.00083710795,0.00017379966,0.00048179072,0.0003860372,0.000004481973],"category_scores_gemma":[0.0019567823,0.00042854535,0.0017131653,0.00033861105,0.0012845646,0.00010936688,0.00057864474,0.0015474859,0.0000024937847],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028254674,0.00021873497,0.0013641481,0.0069381334,0.010597516,0.000053960237,0.00056580175,0.00015612355,8.129856e-9,0.00030722856,0.1184762,0.85849667],"study_design_scores_gemma":[0.008763924,0.0018636317,0.0043428666,0.0048697814,0.0034498973,0.00030886233,0.0029865266,0.00006301709,7.0862702e-9,0.00012934286,0.97287047,0.00035167515],"about_ca_topic_score_codex":0.00028166815,"about_ca_topic_score_gemma":0.000097055854,"teacher_disagreement_score":0.858145,"about_ca_system_score_codex":0.0005687129,"about_ca_system_score_gemma":0.00085633196,"threshold_uncertainty_score":0.99981666},"labels":[],"label_agreement":null},{"id":"W4285044607","doi":"10.1186/s12877-022-03251-9","title":"Resilience is associated with frailty and older age in hospitalised patients","year":2022,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministero della Salute; Fondazione IRCCS Policlinico San Matteo","keywords":"Medicine; Interquartile range; Marital status; Comorbidity; Gerontology; Internal medicine; Socioeconomic status; Cohort; Physical therapy; Population","score_opus":0.014733194030922025,"score_gpt":0.24495222148559037,"score_spread":0.23021902745466835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285044607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979303,0.00015207566,0.000035871395,0.00026140042,0.0001476742,0.00062229414,0.000058921756,0.000052704134,0.00073876],"genre_scores_gemma":[0.9967929,0.000014371612,0.00067075016,0.00058347656,0.000026425578,0.000061389524,0.000095898686,0.000027814278,0.001726963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984645,0.00008017613,0.00024368889,0.00035514074,0.0005656157,0.00029085515],"domain_scores_gemma":[0.9992855,0.00012358048,0.00011867027,0.00028375917,0.000079720434,0.000108743254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020870018,0.0001482137,0.00025661662,0.00016240873,0.00010498026,0.00002123233,0.000115018316,0.00006491102,0.00017531775],"category_scores_gemma":[0.00046341523,0.0001370729,0.000033618137,0.00079499715,0.00005404957,0.000077253026,0.00014427454,0.0002725617,0.0000053698964],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001248399,0.00038275812,0.9906429,0.0000422533,0.000013650975,0.00010033998,0.0017897236,0.000030493436,0.0000349808,0.000009795468,0.006199394,0.0006288516],"study_design_scores_gemma":[0.005476803,0.00057522114,0.99222034,0.00003713366,0.000040144227,0.0000073737924,0.00028082228,0.00017688365,0.000043931133,0.0000411192,0.00092086813,0.0001793565],"about_ca_topic_score_codex":0.00010342057,"about_ca_topic_score_gemma":0.0001434859,"teacher_disagreement_score":0.005351963,"about_ca_system_score_codex":0.00021263669,"about_ca_system_score_gemma":0.00012302055,"threshold_uncertainty_score":0.55896705},"labels":[],"label_agreement":null},{"id":"W4285046140","doi":"10.1016/j.mad.2022.111706","title":"Frailty and cytokines in preclinical models: Comparisons with humans","year":2022,"lang":"en","type":"review","venue":"Mechanisms of Ageing and Development","topic":"Frailty in Older Adults","field":"Medicine","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Chemokine; Inflammation; Cytokine; Immunology; Medicine; Proinflammatory cytokine; Tumor necrosis factor alpha; Ageing; Biology; Internal medicine","score_opus":0.18726938035278384,"score_gpt":0.36598303033773066,"score_spread":0.17871364998494682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285046140","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039354898,0.99101883,0.00647288,0.0000646871,0.00010090577,0.0011004433,0.000020209554,0.000057628764,0.0007708391],"genre_scores_gemma":[0.0007637595,0.9475742,0.050836492,0.000057570258,0.000019663239,0.00019593051,0.00012125006,0.00005428964,0.00037687275],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978854,0.000088876484,0.00082752935,0.0005428277,0.00039168083,0.0002636733],"domain_scores_gemma":[0.99904954,0.0002446784,0.0002673033,0.00027467974,0.000031343337,0.00013245642],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004886295,0.00037236523,0.0018149589,0.00027401373,0.00011100941,0.00001796751,0.00012341925,0.00018572483,0.00006942585],"category_scores_gemma":[0.000056315734,0.000282725,0.00006932613,0.00017817445,0.00006940709,0.000047154386,0.00026174125,0.0005470022,0.0000017320565],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006594144,0.00026885976,0.000058296635,0.018645993,0.00031168712,0.0003006074,0.0012476991,0.000013306935,0.0000014001334,0.0007452305,0.0001844265,0.97815657],"study_design_scores_gemma":[0.0017210952,0.0005692818,0.00036869798,0.024771094,0.0004590469,0.00022688087,0.00042349266,0.000091238835,0.000017867982,0.00054492924,0.97023773,0.00056866213],"about_ca_topic_score_codex":0.00007111619,"about_ca_topic_score_gemma":0.00015271973,"teacher_disagreement_score":0.9775879,"about_ca_system_score_codex":0.00010340199,"about_ca_system_score_gemma":0.00046444207,"threshold_uncertainty_score":0.9999625},"labels":[],"label_agreement":null},{"id":"W4285089232","doi":"10.3390/jcm11144022","title":"Employing the Multivariate Edmonton Scale in the Assessment of Frailty Syndrome in Heart Failure","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Multivariate statistics; Scale (ratio); Multivariate analysis; Gerontology; Intensive care medicine; Internal medicine; Statistics; Cartography","score_opus":0.09762839790874582,"score_gpt":0.459878247698579,"score_spread":0.36224984978983316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285089232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7984052,0.00033088707,0.00008520272,0.19945723,0.0006810562,0.00044814538,0.0000034770164,0.000004872139,0.00058392447],"genre_scores_gemma":[0.9933857,0.00006899975,0.0016925765,0.0042160233,0.0004951297,0.000016650532,0.0000027813207,0.0000175294,0.00010465613],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9940193,0.001285507,0.0026943996,0.00019598196,0.0015355147,0.00026928907],"domain_scores_gemma":[0.99461555,0.0036720925,0.00093035516,0.00047606448,0.0001663308,0.00013960489],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.012230843,0.00015791798,0.0011845785,0.00023560942,0.00007406056,0.00000596715,0.0005321762,0.000096188836,0.0004068835],"category_scores_gemma":[0.0036781365,0.00007698775,0.0002616516,0.0006416318,0.00029696382,0.00008533247,0.00012852105,0.0028501959,0.0000015274779],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005674265,0.0016033514,0.9681502,0.00011181232,0.00013390112,0.0007822929,0.0027781173,0.00041134644,0.0010749889,0.00009727954,0.018394774,0.0058944942],"study_design_scores_gemma":[0.008263465,0.0040759216,0.96561104,0.00092031935,0.000121330704,0.0015532402,0.0036352994,0.00058538717,0.000010960789,0.00033895782,0.014813927,0.000070142705],"about_ca_topic_score_codex":0.00028457053,"about_ca_topic_score_gemma":0.0002220889,"teacher_disagreement_score":0.19524121,"about_ca_system_score_codex":0.000121057084,"about_ca_system_score_gemma":0.00033645242,"threshold_uncertainty_score":0.99945027},"labels":[],"label_agreement":null},{"id":"W4285096136","doi":"10.24265/horizmed.2022.v22n2.07","title":"Relación entre Fragilidad en adultos mayores y Fuerza de prensión disminuida","year":2022,"lang":"es","type":"article","venue":"Horizonte Médico (Lima)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Medicine; Philosophy","score_opus":0.009077708573604567,"score_gpt":0.2561391704490519,"score_spread":0.2470614618754473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285096136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9064601,0.019318052,0.0005263918,0.028051525,0.004441093,0.0032300418,0.0015264606,0.0010165211,0.035429813],"genre_scores_gemma":[0.95239586,0.0015848356,0.0010579453,0.0023607775,0.0025476974,0.00055173883,0.0004986363,0.00036201172,0.03864053],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913002,0.0011627347,0.001351374,0.0017307412,0.002253725,0.0022011902],"domain_scores_gemma":[0.995116,0.0009203726,0.00055114744,0.00207241,0.00029903924,0.001041047],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001088298,0.0011590458,0.0014047376,0.0005899777,0.00089530466,0.00021643579,0.0012721322,0.0005270536,0.008855863],"category_scores_gemma":[0.0012165207,0.0012230877,0.00071705016,0.0010079826,0.0005063575,0.0003401289,0.0012841125,0.0027886617,0.0010474446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004275571,0.004001433,0.27077556,0.0026988583,0.0022566295,0.007448496,0.028079934,0.00048557844,0.018773587,0.00849926,0.51086116,0.14184396],"study_design_scores_gemma":[0.012685801,0.0070285536,0.095686726,0.002242581,0.0019020734,0.0016753239,0.019057851,0.0042701135,0.0053762738,0.00061801536,0.8470709,0.0023857972],"about_ca_topic_score_codex":0.0007074408,"about_ca_topic_score_gemma":0.00009263138,"teacher_disagreement_score":0.33620974,"about_ca_system_score_codex":0.0018419158,"about_ca_system_score_gemma":0.00090985035,"threshold_uncertainty_score":0.99973035},"labels":[],"label_agreement":null},{"id":"W4285134036","doi":"10.14283/jfa.2022.42","title":"Preoperative Rehabilitation Is Feasible in the Weeks Prior to Surgery and Significantly Improves Functional Performance","year":2022,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Institute on Aging; VA Pittsburgh Healthcare System; Office of Research and Development; U.S. Department of Veterans Affairs","keywords":"Prehabilitation; Medicine; Physical therapy; Rehabilitation; Coaching; Physical medicine and rehabilitation","score_opus":0.032709384390158844,"score_gpt":0.27865604251818143,"score_spread":0.24594665812802258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285134036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95909584,0.0004616351,0.000112297166,0.039580036,0.0002074607,0.00038522016,0.0000047789954,0.0000066642606,0.00014608185],"genre_scores_gemma":[0.9962172,0.0000571558,0.00040256002,0.002706502,0.00016939976,0.000020648062,0.0000018095883,0.000012113277,0.00041263865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99838746,0.0003067121,0.00041977927,0.00011743749,0.00058399804,0.00018460299],"domain_scores_gemma":[0.9980491,0.0013559784,0.0001924561,0.0001942356,0.00014548664,0.0000627677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002732516,0.000108652755,0.00022745063,0.0001978892,0.00030825587,0.00003069563,0.00015249678,0.000019583162,0.000109785164],"category_scores_gemma":[0.00042548496,0.000064376814,0.00006981991,0.00037854552,0.00007412743,0.00022336673,0.00006941763,0.0005916749,0.0000034781822],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0045408295,0.00072979165,0.3760316,0.00041436558,0.0003057008,0.000088528264,0.27867737,0.003948065,0.09046675,0.00007970726,0.10733882,0.13737844],"study_design_scores_gemma":[0.0010067092,0.0011964571,0.97516763,0.0002223877,0.00008265839,0.0007395447,0.015969075,0.0006395626,0.0013953665,0.00013274633,0.003337765,0.00011011381],"about_ca_topic_score_codex":0.000059599013,"about_ca_topic_score_gemma":0.000015650254,"teacher_disagreement_score":0.599136,"about_ca_system_score_codex":0.00014266951,"about_ca_system_score_gemma":0.00021252032,"threshold_uncertainty_score":0.26252103},"labels":[],"label_agreement":null},{"id":"W4285136881","doi":"10.1590/1980-265x-tce-2021-0157en","title":"PRE-FRAILTY IN OLDER ADULTS: PREVALENCE AND ASSOCIATED FACTORS","year":2022,"lang":"en","type":"article","venue":"Texto & Contexto - Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Poisson regression; Polypharmacy; Gerontology; Mood; Demography; Psychological intervention; Population; Internal medicine; Environmental health; Psychiatry","score_opus":0.18581666204558656,"score_gpt":0.40955822737783854,"score_spread":0.22374156533225198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285136881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913163,0.0014400091,0.000029034349,0.00088438083,0.0002829976,0.0016231253,0.00019438568,0.00028920145,0.003940559],"genre_scores_gemma":[0.9825666,0.0000794116,0.00006868793,0.0012305566,0.000053088956,0.00023362895,0.00017846706,0.0000733619,0.015516177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968611,0.00028774585,0.0006768679,0.00077798154,0.0007242597,0.0006720464],"domain_scores_gemma":[0.99844027,0.00030705534,0.00020836708,0.0006457344,0.0001226659,0.00027590452],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005164676,0.00040534776,0.00062487315,0.00028114486,0.00021846229,0.00004775805,0.00033211205,0.00014489831,0.004335701],"category_scores_gemma":[0.0006678473,0.00040338564,0.00013208695,0.00052477897,0.00016395461,0.00027809571,0.000460908,0.000935313,0.00004096062],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007842733,0.0014665563,0.91797453,0.0005650549,0.00018655568,0.00044506486,0.02179024,0.000027113456,0.0013649111,0.00017072978,0.019042345,0.036182653],"study_design_scores_gemma":[0.0065368637,0.00050065963,0.97855246,0.00041312404,0.00009384677,0.00006947013,0.0014413861,0.00067066273,0.0002576206,0.000060531307,0.010968092,0.00043526024],"about_ca_topic_score_codex":0.0007939779,"about_ca_topic_score_gemma":0.00043725438,"teacher_disagreement_score":0.06057798,"about_ca_system_score_codex":0.00047724514,"about_ca_system_score_gemma":0.00014896835,"threshold_uncertainty_score":0.9998418},"labels":[],"label_agreement":null},{"id":"W4285140413","doi":"10.14283/jpad.2022.61","title":"Sex Moderates the Association between Frailty and Mild Behavioral Impairment","year":2022,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotchkiss Brain Institute; Dalhousie University; University of Toronto; University of Calgary","funders":"","keywords":"Dementia; Association (psychology); Logistic regression; Medicine; Cohort; Psychosis; Cognition; Observational study; Cognitive impairment; Clinical psychology; Psychology; Psychiatry; Internal medicine; Disease","score_opus":0.05344213080308136,"score_gpt":0.3369939132755423,"score_spread":0.28355178247246093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285140413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9884511,0.0039498378,0.00007946291,0.006869268,0.0001222174,0.00041116693,0.00006114363,0.000007613155,0.000048161626],"genre_scores_gemma":[0.9989541,0.000080343976,0.00008363802,0.00016846841,0.0001383195,0.000009306657,0.000012389596,0.000012411384,0.0005410134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981773,0.00044262447,0.00046024958,0.000075218944,0.00071405637,0.0001305676],"domain_scores_gemma":[0.99873364,0.00013173443,0.0006409272,0.00019846745,0.00015255643,0.00014265181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013904995,0.00009717547,0.00023049593,0.00006597754,0.00020938634,0.000013736321,0.00015406414,0.000023575189,0.00026709706],"category_scores_gemma":[0.000053012456,0.000059503665,0.00018465662,0.00010707141,0.00005555476,0.00010939536,0.00010958859,0.0003236052,0.0000015859893],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044095633,0.0051418873,0.8600612,0.00016001366,0.009182499,0.000067892885,0.012827001,0.0026066233,0.0035861759,0.0001712739,0.047766197,0.05401966],"study_design_scores_gemma":[0.0030303297,0.001503795,0.97908837,0.00010512374,0.009552736,0.000046058016,0.001303943,0.00032740037,0.002031687,0.002138173,0.00075449114,0.00011791301],"about_ca_topic_score_codex":0.000023482226,"about_ca_topic_score_gemma":0.0000018746135,"teacher_disagreement_score":0.11902714,"about_ca_system_score_codex":0.00008758129,"about_ca_system_score_gemma":0.0001564058,"threshold_uncertainty_score":0.29245254},"labels":[],"label_agreement":null},{"id":"W4285208313","doi":"10.1590/s1980-657420220002921","title":"Determination of somatotype and physical activity level in frailty older adults","year":2022,"lang":"pt","type":"article","venue":"Motriz Revista de Educação Física","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Fundação de Amparo à Pesquisa e Inovação do Espírito Santo","keywords":"Gerontology; Physical activity; Psychology; Medicine; Physical medicine and rehabilitation","score_opus":0.0346475879948044,"score_gpt":0.3187115000626402,"score_spread":0.2840639120678358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285208313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920751,0.0016196937,0.00039588867,0.0032997478,0.00063322164,0.0013619938,0.00034478915,0.00004424866,0.00022532661],"genre_scores_gemma":[0.9947105,0.00010029349,0.00039246204,0.0001896411,0.00033275108,0.00015699449,0.00005691164,0.0000848194,0.0039756093],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9964294,0.0005985404,0.0005935892,0.0008453274,0.00081790384,0.0007152847],"domain_scores_gemma":[0.9977362,0.00055170385,0.00044675672,0.00080073526,0.00014862895,0.00031597886],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00062502676,0.00046877825,0.0010438157,0.00040787004,0.000198228,0.00005154589,0.00035987192,0.00018248665,0.0004782517],"category_scores_gemma":[0.0008297819,0.0005222117,0.00022018823,0.0009057036,0.000269561,0.00020503745,0.00042357264,0.0012223222,0.000024888675],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028880213,0.014966042,0.08057692,0.007870169,0.00025942226,0.00047605508,0.071072355,0.000023370643,0.01488118,0.0008725257,0.017783672,0.78833026],"study_design_scores_gemma":[0.01205013,0.002087032,0.92303497,0.003957517,0.00066810637,0.0003594175,0.0068422626,0.035257403,0.0062591606,0.00021280117,0.007929465,0.001341759],"about_ca_topic_score_codex":0.00042779272,"about_ca_topic_score_gemma":0.000047431473,"teacher_disagreement_score":0.842458,"about_ca_system_score_codex":0.00068001886,"about_ca_system_score_gemma":0.0007015294,"threshold_uncertainty_score":0.99972296},"labels":[],"label_agreement":null},{"id":"W4285226940","doi":"10.1590/1981-22562022025.210219.pt","title":"Precisão da medida de mobilidade no espaço de vida para discriminar fragilidade e sarcopenia em idosos","year":2022,"lang":"pt","type":"article","venue":"Revista Brasileira de Geriatria e Gerontologia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Sarcopenia; Medicine; Internal medicine","score_opus":0.03964691161531498,"score_gpt":0.3140911590218906,"score_spread":0.27444424740657564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285226940","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9550439,0.025427347,0.004021785,0.00160941,0.0036299615,0.006546638,0.001888078,0.00087387825,0.0009589606],"genre_scores_gemma":[0.9686846,0.00035321122,0.0071382006,0.0028600348,0.0030200952,0.00267545,0.0007195497,0.00056594424,0.013982916],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9795161,0.0062061213,0.0034286524,0.0032240523,0.002682376,0.0049427114],"domain_scores_gemma":[0.9889427,0.0022609173,0.002017303,0.0042026653,0.0004449198,0.002131536],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0067957826,0.0022137072,0.0037167433,0.0007175405,0.00209656,0.000968441,0.003948434,0.0011244643,0.010862069],"category_scores_gemma":[0.0051037655,0.002435783,0.001496685,0.0017009504,0.0006094913,0.00052125036,0.0030502735,0.00524809,0.0010936662],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.017147241,0.0049384423,0.37488016,0.008352276,0.0034566114,0.010860881,0.059472173,0.0036653683,0.061574508,0.0011998385,0.43306145,0.021391034],"study_design_scores_gemma":[0.040065095,0.01818912,0.6612913,0.0036638416,0.011473845,0.016839817,0.06553341,0.031477906,0.003354133,0.0003976982,0.13660614,0.011107724],"about_ca_topic_score_codex":0.0013762409,"about_ca_topic_score_gemma":0.00025260524,"teacher_disagreement_score":0.29645532,"about_ca_system_score_codex":0.010580678,"about_ca_system_score_gemma":0.005877395,"threshold_uncertainty_score":0.99975836},"labels":[],"label_agreement":null},{"id":"W4285239531","doi":"10.1590/1980-265x-tce-2021-0157pt","title":"PRÉ-FRAGILIDADE EM PESSOAS IDOSAS: PREVALÊNCIA E FATORES ASSOCIADOS","year":2022,"lang":"pt","type":"article","venue":"Texto & Contexto - Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Gynecology","score_opus":0.2731185506146115,"score_gpt":0.44231752041736344,"score_spread":0.16919896980275195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285239531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82529104,0.03804453,0.0011020405,0.019366225,0.015516051,0.013141946,0.0043463237,0.00335031,0.07984155],"genre_scores_gemma":[0.8134751,0.00015659876,0.00015628227,0.0067848354,0.0015774139,0.00082642847,0.0006089035,0.0004223048,0.17599219],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98670864,0.0018697559,0.0025289564,0.0024337685,0.00363045,0.002828429],"domain_scores_gemma":[0.9927035,0.0010717128,0.0012521695,0.0030479173,0.00068212074,0.001242578],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002509182,0.0017141686,0.0024013643,0.00075158733,0.0016564829,0.0004646527,0.0022447403,0.0006581308,0.04723794],"category_scores_gemma":[0.0019444968,0.0019199166,0.0011557796,0.0015446381,0.0004630252,0.00072681974,0.0024798012,0.004059595,0.0043210234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001458074,0.0032260534,0.023336077,0.0013924313,0.0025609818,0.00330921,0.05689557,0.00020242708,0.005164196,0.0021312647,0.78015316,0.12017058],"study_design_scores_gemma":[0.017767197,0.00332324,0.11283191,0.0011552377,0.0028507968,0.0007623248,0.032911777,0.0038846275,0.0017191308,0.0006053059,0.8185329,0.003655552],"about_ca_topic_score_codex":0.00073973095,"about_ca_topic_score_gemma":0.00061101274,"teacher_disagreement_score":0.116515025,"about_ca_system_score_codex":0.0026708636,"about_ca_system_score_gemma":0.001342734,"threshold_uncertainty_score":0.9996432},"labels":[],"label_agreement":null},{"id":"W4285367958","doi":"10.2196/33351","title":"Effectiveness of an Ambient Assisted Living (HomeAssist) Platform for Supporting Aging in Place of Older Adults With Frailty: Protocol for a Quasi-Experimental Study","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fondation pour la Recherche Médicale","keywords":"Gerontology; Aging in place; Protocol (science); Assisted living; Medicine; Psychology; Computer science; Alternative medicine","score_opus":0.1595795746169265,"score_gpt":0.5308352444090141,"score_spread":0.3712556697920876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285367958","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37043655,5.463818e-7,0.00009417205,0.000022610117,0.0000037339878,0.6293202,0.00004108444,0.000038453985,0.000042645195],"genre_scores_gemma":[0.44377384,2.691616e-9,0.00076299004,0.000004018977,0.000022687027,0.5552767,0.000019207358,0.00006335227,0.00007720305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99411756,0.0010341237,0.0010421772,0.0008865133,0.0019310676,0.0009885672],"domain_scores_gemma":[0.9958164,0.0018975799,0.0004726498,0.000790313,0.0007841589,0.00023887744],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0077274684,0.00032661064,0.00089200784,0.0007227348,0.00034235048,0.000048016827,0.00050488627,0.00009525953,0.00011943972],"category_scores_gemma":[0.0008307794,0.00028383694,0.00015564775,0.0010089691,0.00019226957,0.00031687648,0.00045642824,0.00073185057,5.671041e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.22853294,0.24994512,0.2534981,0.08916729,0.000527719,0.00024883205,0.054745987,0.00026103505,0.10066026,0.00013404226,0.0006236643,0.021655021],"study_design_scores_gemma":[0.12557632,0.2694547,0.27606398,0.05038435,0.000025285122,0.00009149522,0.05795403,0.0058999504,0.21181336,0.000039374372,0.0019016861,0.00079546974],"about_ca_topic_score_codex":0.00026727104,"about_ca_topic_score_gemma":0.00015043477,"teacher_disagreement_score":0.1111531,"about_ca_system_score_codex":0.00088575255,"about_ca_system_score_gemma":0.0008961247,"threshold_uncertainty_score":0.9999614},"labels":[],"label_agreement":null},{"id":"W4286295529","doi":"10.1200/jco.2022.40.16_suppl.12057","title":"Using CT-based body composition metrics and frailty index in predicting survival among older adults with cancer.","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Simon Fraser University","funders":"","keywords":"Medicine; Proportional hazards model; Cancer; Internal medicine; Sarcopenia; Body mass index; Geriatric oncology; Survival analysis; Gerontology","score_opus":0.1090159546830337,"score_gpt":0.44257263471719116,"score_spread":0.33355668003415745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286295529","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994735,0.0003218671,0.00079838984,0.0024823935,0.0010919359,0.00032402645,0.000012425734,0.000012185322,0.00022180326],"genre_scores_gemma":[0.9960001,0.000067171146,0.0023891546,0.0009923833,0.0004885842,0.000009511451,0.000006368571,0.000024174082,0.000022546215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962674,0.0007279881,0.0017605834,0.00024929683,0.0007270189,0.00026770477],"domain_scores_gemma":[0.99513745,0.0024767595,0.0016118414,0.00014541729,0.00032168726,0.000306868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031434847,0.00014959369,0.001178484,0.00037849782,0.00010142232,0.000010717447,0.00013649816,0.00014837188,0.00013476943],"category_scores_gemma":[0.001403149,0.000120919045,0.00014809426,0.0005556582,0.00022558434,0.0001392198,0.00009289093,0.0020859954,2.7826061e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004585375,0.0012098348,0.96964455,0.00006488139,0.00013813777,0.0015030283,0.00021876353,0.0034882734,0.00005539755,0.0000027399012,0.00018770709,0.018901331],"study_design_scores_gemma":[0.021261664,0.006253055,0.92193097,0.0005081364,0.0002487886,0.0005450133,0.000627387,0.047892638,0.00004187107,0.0000105440495,0.0005619275,0.00011798284],"about_ca_topic_score_codex":0.0007840804,"about_ca_topic_score_gemma":0.00065402885,"teacher_disagreement_score":0.047713537,"about_ca_system_score_codex":0.0005407367,"about_ca_system_score_gemma":0.0015271995,"threshold_uncertainty_score":0.90627277},"labels":[],"label_agreement":null},{"id":"W4286296434","doi":"10.1200/jco.2022.40.16_suppl.e18776","title":"Trends and disparities in the treatment of older adults with colon cancer.","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Cohort; Comorbidity; Proportional hazards model; Logistic regression; Cancer; Population; Cancer registry; Internal medicine; Retrospective cohort study; Colorectal cancer; Medical record; Hazard ratio; Gerontology; Confidence interval","score_opus":0.07566138458126964,"score_gpt":0.44644655549494516,"score_spread":0.3707851709136755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286296434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95959693,0.0019423419,0.0000018229854,0.037195187,0.00033972066,0.00014818933,0.000010384685,0.0000019517825,0.00076345535],"genre_scores_gemma":[0.995412,0.0022713207,0.00024284353,0.001256284,0.00025846023,0.000029865829,0.0000020592213,0.000007003505,0.00052017946],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980704,0.00038570334,0.0010034841,0.00010512687,0.00030626619,0.0001290132],"domain_scores_gemma":[0.9973906,0.0015801188,0.0007252479,0.000119731405,0.000093093484,0.0000911574],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009055836,0.000082192295,0.000853262,0.0001116071,0.000033718028,0.0000026002663,0.00009918379,0.00007869449,0.00018679889],"category_scores_gemma":[0.0002061924,0.0000425466,0.00013623683,0.00016727213,0.00021858048,0.00003340287,0.000019611021,0.00045227192,2.060142e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011379894,0.004892606,0.511174,0.000034738987,0.00022315417,0.0006889989,0.0037192693,0.00004602744,0.0000057415127,0.0000475981,0.0041445186,0.46364343],"study_design_scores_gemma":[0.017786818,0.062605195,0.86950326,0.00010787995,0.0002475995,0.00064538635,0.0014875277,0.000059964546,0.000011979235,0.00002962823,0.04747005,0.000044692177],"about_ca_topic_score_codex":0.0003656194,"about_ca_topic_score_gemma":0.0012619329,"teacher_disagreement_score":0.46359873,"about_ca_system_score_codex":0.00016512212,"about_ca_system_score_gemma":0.00048523466,"threshold_uncertainty_score":0.2045317},"labels":[],"label_agreement":null},{"id":"W4286500586","doi":"10.1007/s11739-022-03042-5","title":"Frailty assessment in emergency medicine using the Clinical Frailty Scale: a scoping review","year":2022,"lang":"en","type":"review","venue":"Internal and Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Public Health; Ottawa Hospital","funders":"Université de Genève; University of Ottawa","keywords":"Medicine; Emergency department; MEDLINE; Emergency medicine; Scale (ratio); Medical emergency; Family medicine; Psychiatry","score_opus":0.3502373816408677,"score_gpt":0.5450177796982073,"score_spread":0.1947803980573396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286500586","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000104991384,0.96996045,0.00018847507,0.0056674494,0.011535827,0.0040819426,0.0000322243,0.00007627383,0.008352372],"genre_scores_gemma":[0.000017433023,0.98804253,0.00012064502,0.0006831253,0.004131741,0.0004271467,0.00021220923,0.00014972237,0.00621545],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9872346,0.0012958545,0.0073423833,0.0014789995,0.0017616022,0.0008865889],"domain_scores_gemma":[0.99497014,0.0007075228,0.002002173,0.0014617128,0.00023264691,0.0006257776],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005237445,0.0012065116,0.006107253,0.0005348488,0.00027641864,0.0000050868853,0.0010203224,0.00042269353,0.07544075],"category_scores_gemma":[0.0027562638,0.0006817335,0.00095992687,0.0016414009,0.00065766065,0.00013602622,0.0007527708,0.0040502455,0.000030859825],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005355482,0.00031949684,0.00416559,0.19794051,0.00070961274,0.0002312204,0.00042193,4.3281196e-7,0.000002856844,0.000023923616,0.08335728,0.71277356],"study_design_scores_gemma":[0.0009292722,0.00071361504,0.00042322735,0.41507614,0.0026973484,0.00047097844,0.00013032588,0.000056222467,5.457742e-8,0.000060260256,0.57905,0.00039255343],"about_ca_topic_score_codex":0.0021306882,"about_ca_topic_score_gemma":0.0006480767,"teacher_disagreement_score":0.712381,"about_ca_system_score_codex":0.00041269138,"about_ca_system_score_gemma":0.0007964961,"threshold_uncertainty_score":0.9995634},"labels":[],"label_agreement":null},{"id":"W4286516506","doi":"10.1002/hsr2.738","title":"Supervised preoperative walking on increasing early postoperative stamina and mobility in older adults with frailty traits: A pilot and feasibility study","year":2022,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Alfred P. Sloan Foundation; University of Massachusetts Medical School; Anesthesia Patient Safety Foundation","keywords":"Coaching; Medicine; Physical therapy; Intervention (counseling); Physical medicine and rehabilitation; Gerontology; Psychology; Nursing","score_opus":0.04521599138254038,"score_gpt":0.3444872646814788,"score_spread":0.2992712732989384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286516506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99161714,0.0001874072,0.00000559352,0.0012549642,0.000074541305,0.006641112,0.000013178996,0.00005893877,0.00014713856],"genre_scores_gemma":[0.998224,0.000008958518,0.00060144055,0.000773085,0.000014133491,0.00031865443,0.0000057710586,0.000019810326,0.000034127002],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953438,0.00045174258,0.0007527094,0.0015325004,0.001267857,0.00065140036],"domain_scores_gemma":[0.99823076,0.00017417464,0.00025108698,0.0005756734,0.00026682793,0.0005014876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055004708,0.00028189615,0.00058847066,0.00029980065,0.0009889724,0.00008734566,0.00010657479,0.000028811415,0.000038371174],"category_scores_gemma":[0.00066748005,0.00022359838,0.000019079356,0.0012539569,0.0006434003,0.00047207635,0.00023222194,0.00063390704,2.7060912e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015171835,0.002756464,0.9161158,0.00014336895,0.0000075627304,0.00048548644,0.07131697,0.000013006184,0.00027116475,0.0000058061555,0.0000062961863,0.0073608533],"study_design_scores_gemma":[0.003431391,0.014701241,0.95630944,0.00041391302,0.000010664072,0.0013614289,0.023152888,0.0003061697,0.000095846655,0.000014264349,0.0000036296115,0.00019915488],"about_ca_topic_score_codex":0.0069695814,"about_ca_topic_score_gemma":0.0025632626,"teacher_disagreement_score":0.04816408,"about_ca_system_score_codex":0.0009639595,"about_ca_system_score_gemma":0.0017377647,"threshold_uncertainty_score":0.9996431},"labels":[],"label_agreement":null},{"id":"W4286884683","doi":"10.1111/ggi.14445","title":"Validation of the Clinical Frailty Scale version 2.0 in Turkish older patients","year":2022,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Turkish; Medicine; Scale (ratio); Gerontology; Outpatient clinic; Internal medicine","score_opus":0.03224746501049058,"score_gpt":0.3301394603890529,"score_spread":0.2978919953785623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286884683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9713524,0.00037249306,0.00026632566,0.010334961,0.012484636,0.0007542341,0.00034195886,0.000046181576,0.004046821],"genre_scores_gemma":[0.9944453,0.0003220182,0.0013150132,0.0010788037,0.0004511796,0.00011529345,0.0006320534,0.00003760986,0.0016027029],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99555504,0.00045713235,0.0015698654,0.000843903,0.0011143747,0.00045967818],"domain_scores_gemma":[0.99715555,0.0004864369,0.0009470203,0.00054470473,0.0007193534,0.00014692634],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010985179,0.00034283122,0.0006884213,0.0006736692,0.00023086049,0.000036204496,0.0009845295,0.00038998816,0.0016367818],"category_scores_gemma":[0.0009221009,0.00031983678,0.00033053703,0.0005050088,0.00033203748,0.00025149016,0.0009980507,0.0009356865,0.000018672914],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007691533,0.0012539928,0.97452295,0.000027358361,0.00026205674,0.000027425689,0.00084353157,0.00013091441,0.00019656609,0.0006739081,0.01403001,0.0072621116],"study_design_scores_gemma":[0.008401679,0.0004269478,0.9465904,0.000025352014,0.00015608557,0.00022107441,0.00037441705,0.0009779453,0.00023820778,0.0007512543,0.041513592,0.00032299454],"about_ca_topic_score_codex":0.00042401828,"about_ca_topic_score_gemma":0.00025767923,"teacher_disagreement_score":0.027932521,"about_ca_system_score_codex":0.0006142443,"about_ca_system_score_gemma":0.00028693228,"threshold_uncertainty_score":0.9999254},"labels":[],"label_agreement":null},{"id":"W4287378484","doi":"10.3389/fepid.2022.944216","title":"Administrative Data Is Insufficient to Identify Near-Future Critical Illness: A Population-Based Retrospective Cohort Study","year":2022,"lang":"en","type":"article","venue":"Frontiers in Epidemiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Manitoba Health; University of Toronto; University of Manitoba","funders":"University of Manitoba","keywords":"Medicine; Logistic regression; Retrospective cohort study; Population; Psychological intervention; Cohort; Cohort study; Socioeconomic status; Demography; Gerontology; Psychiatry; Internal medicine; Environmental health","score_opus":0.0671302104740443,"score_gpt":0.41914834998145634,"score_spread":0.352018139507412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287378484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94483596,0.0005311236,0.009047673,0.034594677,0.006001083,0.0036917839,0.0008874639,0.00011225041,0.00029800035],"genre_scores_gemma":[0.97536176,0.0000063124617,0.013440609,0.008990035,0.00030415523,0.00084183784,0.0007974906,0.000039866383,0.00021792193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946938,0.0016546771,0.0009787972,0.0014106494,0.0005292826,0.00073276577],"domain_scores_gemma":[0.99680215,0.0008999771,0.00018324947,0.001648208,0.0001467378,0.00031966384],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003880811,0.00029854794,0.0012783356,0.00032722275,0.0003662491,0.000014042916,0.0006857248,0.00016808271,0.0004509089],"category_scores_gemma":[0.012896558,0.00029992007,0.00009888212,0.00086009724,0.00021751839,0.000103739396,0.00055804785,0.0010465229,0.000017505636],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004424434,0.0010251798,0.8777123,0.000021318141,0.00011908054,0.00015387489,0.001915729,0.00042157093,0.0000013053626,0.00013455568,0.117025845,0.0010267884],"study_design_scores_gemma":[0.0013743732,0.0014784639,0.96881944,0.00002377554,0.00013028499,0.000032190466,0.008034312,0.00981719,0.0000023206055,0.00076054316,0.009244989,0.0002821382],"about_ca_topic_score_codex":0.0010535093,"about_ca_topic_score_gemma":0.00024054162,"teacher_disagreement_score":0.10778086,"about_ca_system_score_codex":0.0013116399,"about_ca_system_score_gemma":0.00031844614,"threshold_uncertainty_score":0.9999453},"labels":[],"label_agreement":null},{"id":"W4287877362","doi":"10.1186/s12875-022-01801-z","title":"Awareness of caregivers of geriatric deficits among older people—the results of a cross-sectional study in Krakow, Poland","year":2022,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"College of Family Physicians of Canada","funders":"","keywords":"Medicine; Gerontology; Insomnia; Activities of daily living; Older people; Cross-sectional study; Physical therapy; Psychiatry","score_opus":0.018519330539685262,"score_gpt":0.28566746706627405,"score_spread":0.2671481365265888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287877362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99577427,0.00059523346,0.0000069234175,0.000024264646,0.00031108345,0.0011663267,0.0006237998,0.000017958604,0.0014801486],"genre_scores_gemma":[0.99928635,0.0000071257723,0.00005956883,0.000015466636,0.000045432334,0.000071710834,0.00025108142,0.000023610279,0.00023966235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975897,0.0002139297,0.0007511447,0.0003550307,0.0008796228,0.00021057944],"domain_scores_gemma":[0.99822336,0.0003259111,0.00039067524,0.00057992066,0.00042949323,0.000050659102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004352018,0.00016302317,0.00051290216,0.00031327523,0.000092497154,0.000006882757,0.0002943349,0.00006883647,0.000057683734],"category_scores_gemma":[0.00022263487,0.00014027722,0.00015763062,0.0008650926,0.00013829836,0.00007531685,0.00030244852,0.0002738053,6.157784e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001198041,0.0004161574,0.97905356,0.0009036951,0.00005353902,0.00001717055,0.016199086,0.0014418901,0.00044521643,0.000003643371,0.00015864361,0.00010935999],"study_design_scores_gemma":[0.008262156,0.0006677792,0.9758539,0.0000657199,0.00008067357,0.000023175657,0.014615296,0.00002832924,0.00025936664,0.000003359146,0.000027612627,0.000112637485],"about_ca_topic_score_codex":0.006407125,"about_ca_topic_score_gemma":0.005198236,"teacher_disagreement_score":0.0070641143,"about_ca_system_score_codex":0.0004094803,"about_ca_system_score_gemma":0.0008184504,"threshold_uncertainty_score":0.9685699},"labels":[],"label_agreement":null},{"id":"W4288075233","doi":"10.1136/bmjopen-2022-061951","title":"Frailty assessment tools for use by surgeons when evaluating older adults prior to surgery: a scoping review protocol","year":2022,"lang":"en","type":"review","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Queen's University; University of Toronto; Université de Montréal; St. Michael's Hospital","funders":"","keywords":"Medicine; Protocol (science); Gerontology; MEDLINE; General surgery; Alternative medicine; Pathology","score_opus":0.463428737830085,"score_gpt":0.5823823293670646,"score_spread":0.1189535915369796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288075233","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[4.9497083e-7,0.31667244,0.00013096983,0.0010675275,0.000269118,0.6806244,0.00067025074,0.00009757148,0.00046720137],"genre_scores_gemma":[1.04401945e-8,0.36727202,0.011216975,0.0020647673,0.00013859737,0.6137868,0.0021295105,0.0002215439,0.0031697715],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.990046,0.0016021315,0.0035526021,0.0018848142,0.0018196747,0.0010947644],"domain_scores_gemma":[0.98649913,0.0075868666,0.0020929112,0.0027151448,0.0004836613,0.00062228536],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010155681,0.0011198435,0.0070826244,0.00030185995,0.00040083384,0.0007728891,0.0014081227,0.00033949318,0.006194072],"category_scores_gemma":[0.017590184,0.0009479614,0.0014458532,0.0008222909,0.000040502917,0.0007750259,0.0021528937,0.0008108336,0.000104368664],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009494443,0.00014880033,0.0000144322,0.299125,0.00016757383,0.00002076898,0.00004282806,7.5036276e-8,7.82509e-8,0.0000014613262,0.21089002,0.48949406],"study_design_scores_gemma":[0.0011993181,0.00028571155,0.000011066928,0.4711003,0.00087128795,0.0000802935,0.000014569422,0.0000085877045,4.2606354e-7,0.0000013145128,0.5258303,0.00059681234],"about_ca_topic_score_codex":0.0003763171,"about_ca_topic_score_gemma":0.00016356913,"teacher_disagreement_score":0.48889723,"about_ca_system_score_codex":0.0011313227,"about_ca_system_score_gemma":0.009677475,"threshold_uncertainty_score":0.9992971},"labels":[],"label_agreement":null},{"id":"W4288367289","doi":"10.46310/tjim.988602","title":"Determining the frailty status in patients who apply for home health care","year":2022,"lang":"en","type":"article","venue":"Turkish Journal of Internal Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Observational study; Medicine; Gerontology; Prospective cohort study; Health care; Physical therapy; Internal medicine","score_opus":0.02258292746764586,"score_gpt":0.32106912820127576,"score_spread":0.2984862007336299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288367289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832986,0.0024866776,0.000273753,0.010386323,0.0020785152,0.0008534974,0.00007226515,0.000012873596,0.0005375243],"genre_scores_gemma":[0.98979616,0.00007792345,0.00038765126,0.00850527,0.00083449355,0.000029384866,0.000037591595,0.000041042305,0.00029051123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99694186,0.00014839432,0.0011540459,0.00019843507,0.0010764687,0.00048079956],"domain_scores_gemma":[0.99773085,0.00034705226,0.0008344318,0.0002462644,0.00053270295,0.0003087265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086347846,0.00021105514,0.0007488049,0.000364196,0.00015024807,0.000013062093,0.0004198516,0.000040014573,0.00023008462],"category_scores_gemma":[0.000835222,0.0001338538,0.00016055813,0.000253728,0.00012166681,0.00010162763,0.00012993198,0.0010737637,0.0000016512633],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032162534,0.00036794748,0.688929,0.00031635544,0.0002002903,0.00016323103,0.025456587,0.000078309204,0.000041711555,0.000022511578,0.09944401,0.1817638],"study_design_scores_gemma":[0.029566308,0.020001283,0.81245005,0.0022026799,0.00012716455,0.00046144586,0.011668821,0.00015311652,0.000063792555,0.00011017232,0.122978695,0.00021646783],"about_ca_topic_score_codex":0.0001990621,"about_ca_topic_score_gemma":0.000055983022,"teacher_disagreement_score":0.18154733,"about_ca_system_score_codex":0.0009115927,"about_ca_system_score_gemma":0.0003147915,"threshold_uncertainty_score":0.5458399},"labels":[],"label_agreement":null},{"id":"W4288612404","doi":"","title":"The impact of frailty on prolonged hospitalization and mortality in elderly inpatients in Vietnam: a comparison between the frailty phenotype and the Reported Edmonton Frail Scale","year":2019,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Frailty Index; Gerontology; Scale (ratio); Geography","score_opus":0.16719788431401206,"score_gpt":0.5216444040700822,"score_spread":0.3544465197560701,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288612404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99027973,0.0048056715,0.000017165652,0.00064031995,0.00016043556,0.002833103,0.00003219113,0.000014008475,0.0012173421],"genre_scores_gemma":[0.9981506,0.0014870032,0.000017039913,0.000089536225,0.000057901536,0.00006473943,0.000026797341,0.000036790138,0.000069621296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99605566,0.0006975921,0.001503396,0.00046294992,0.00090331165,0.00037708564],"domain_scores_gemma":[0.99620587,0.0009650513,0.0014607344,0.00090725836,0.00031100455,0.00015010557],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030593097,0.00034392643,0.0011788999,0.0003080732,0.0001952154,0.00034108222,0.0009743417,0.00018028915,0.00024316234],"category_scores_gemma":[0.0011315393,0.00017808628,0.0001556833,0.0009578082,0.0005045989,0.0007135511,0.00043401276,0.00081108505,0.000002155406],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013588335,0.00030237215,0.9773522,0.00008290453,0.00028466305,0.0000054488064,0.0019809876,0.00013338299,0.0011862217,0.000010598445,0.0009819657,0.016320432],"study_design_scores_gemma":[0.004177771,0.00019483583,0.9909114,0.0007680097,0.00012976001,0.000004857377,0.00024749446,0.0009081342,0.0008180556,0.0015552825,0.000093301875,0.0001910883],"about_ca_topic_score_codex":0.007532694,"about_ca_topic_score_gemma":0.0017008026,"teacher_disagreement_score":0.016129345,"about_ca_system_score_codex":0.00015311199,"about_ca_system_score_gemma":0.00017713335,"threshold_uncertainty_score":0.99907625},"labels":[],"label_agreement":null},{"id":"W4288700697","doi":"10.31083/j.fbl2708232","title":"Current Trends of Computational Tools in Geriatric Medicine and Frailty Management","year":2022,"lang":"en","type":"review","venue":"Frontiers in Bioscience-Landmark","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"King Abdulaziz University","keywords":"Medicine; Geriatrics; Intensive care medicine; Gerontology; Psychiatry","score_opus":0.08655830859751208,"score_gpt":0.3656969063298147,"score_spread":0.27913859773230265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288700697","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006720656,0.9919619,0.00043784897,0.00024490853,0.002468778,0.0009589163,0.00011406906,0.000022565853,0.0037238083],"genre_scores_gemma":[0.00006105813,0.9922093,0.00637666,0.000056733712,0.00011057925,0.00014505495,0.00042231518,0.000027364787,0.00059090444],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964738,0.00019777876,0.0011582723,0.00080204546,0.00092711713,0.00044097082],"domain_scores_gemma":[0.99874,0.00023633766,0.00042831112,0.0004073717,0.000028448592,0.00015950495],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00095022336,0.00041889062,0.0019716204,0.0030116264,0.000063271174,0.000018709898,0.0004516305,0.00015167113,0.00031244787],"category_scores_gemma":[0.0002117609,0.00033126643,0.00017747757,0.0035004409,0.0004674327,0.00010954045,0.0002884858,0.0006095897,0.0000019867869],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003072395,0.00015152105,0.0021973322,0.0070269303,0.000041792893,0.00006189457,0.00018315135,0.000009034196,4.8185186e-8,0.000053609736,0.023880368,0.9663636],"study_design_scores_gemma":[0.0018665896,0.00027038206,0.008361156,0.008550336,0.00029687336,0.00005970799,0.00016577286,0.00026569903,4.2957318e-8,0.00024653156,0.9796192,0.00029773207],"about_ca_topic_score_codex":0.00003639893,"about_ca_topic_score_gemma":0.000009653366,"teacher_disagreement_score":0.9660659,"about_ca_system_score_codex":0.00051459984,"about_ca_system_score_gemma":0.00022113942,"threshold_uncertainty_score":0.99991393},"labels":[],"label_agreement":null},{"id":"W4288766512","doi":"10.2196/38464","title":"Evolving Hybrid Partial Genetic Algorithm Classification Model for Cost-effective Frailty Screening: Investigative Study","year":2022,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Genetic algorithm; Computer science; Logistic regression; Set (abstract data type); Data mining; Support vector machine; Random forest; Decision tree; Feature (linguistics); Index (typography); Artificial intelligence; Machine learning","score_opus":0.0860540941344495,"score_gpt":0.3516168879369881,"score_spread":0.26556279380253855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4288766512","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44533536,0.00013335692,0.5362336,0.0015053852,0.0002596871,0.01586097,0.00014451004,0.0002943236,0.00023282118],"genre_scores_gemma":[0.95069563,9.802015e-7,0.032324273,0.00048485017,0.0002577191,0.015348791,0.00013213158,0.00006990158,0.000685743],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99777937,0.0001934307,0.00037843524,0.0006454121,0.0005671608,0.0004361957],"domain_scores_gemma":[0.9987402,0.0002361513,0.00019127068,0.0004481233,0.0001832959,0.00020096079],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004222047,0.00024968875,0.00035228478,0.00018664019,0.00053875434,0.000046788966,0.00019152714,0.000034821023,0.00006871588],"category_scores_gemma":[0.00023355756,0.00027043236,0.00012321315,0.00028927118,0.00010570804,0.00016145187,0.00020111642,0.00048551106,0.0000068794725],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004342076,0.0020989568,0.05484364,0.00022025556,0.0006303495,0.00016007634,0.033703726,0.04512597,0.011880654,0.00006903123,0.016627125,0.834206],"study_design_scores_gemma":[0.0033275723,0.00067385874,0.10186487,0.000056852372,0.0001442001,0.000035699442,0.0031141012,0.88841414,0.0008812959,0.00028740978,0.00095127313,0.00024871674],"about_ca_topic_score_codex":0.00005138207,"about_ca_topic_score_gemma":0.0000052171,"teacher_disagreement_score":0.8432882,"about_ca_system_score_codex":0.0004249811,"about_ca_system_score_gemma":0.0001533156,"threshold_uncertainty_score":0.9999748},"labels":[],"label_agreement":null},{"id":"W4289032839","doi":"","title":"Investigating dose&ndash;response effects of multimodal exercise programs on health-related quality of life in older adults","year":2019,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Quality of life (healthcare); Psychology; Quality (philosophy); Applied psychology; Medicine; Psychotherapist","score_opus":0.1586797846113263,"score_gpt":0.5186737526670339,"score_spread":0.35999396805570755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289032839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98296285,0.010943297,0.000007986888,0.00078040635,0.000547999,0.0044360366,0.000027610105,0.000054376185,0.0002394162],"genre_scores_gemma":[0.9967034,0.0016754394,0.0007049273,0.00046273836,0.000047067148,0.000104542,0.000033525896,0.00009329197,0.00017509649],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99241585,0.0015511302,0.0031580282,0.0007234371,0.0014837624,0.0006677748],"domain_scores_gemma":[0.99233323,0.002261851,0.0030794959,0.0010300237,0.0005760214,0.0007193936],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004594124,0.00051948236,0.0026989868,0.0011974891,0.000079920195,0.00012538806,0.0014182919,0.00030791157,0.0011421625],"category_scores_gemma":[0.0054024644,0.00046496358,0.00035196784,0.0017014411,0.0003247581,0.00092507416,0.000530044,0.0010087346,0.000024206678],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008788461,0.0024080984,0.85026133,0.005157996,0.0002263843,0.000033035038,0.0038872375,0.00017815098,0.063305795,0.000010954455,0.0016356721,0.06410691],"study_design_scores_gemma":[0.010824413,0.00028224982,0.931583,0.026477277,0.000048045284,0.0000078737985,0.0002845047,0.0003461198,0.029529192,0.00019518899,0.000046288875,0.0003758562],"about_ca_topic_score_codex":0.010604503,"about_ca_topic_score_gemma":0.0001787573,"teacher_disagreement_score":0.08132169,"about_ca_system_score_codex":0.00024830337,"about_ca_system_score_gemma":0.00076582487,"threshold_uncertainty_score":0.99978024},"labels":[],"label_agreement":null},{"id":"W4289597292","doi":"10.1016/j.resuscitation.2022.07.037","title":"Patient-important outcomes following in-hospital cardiac arrest: Using frailty to move beyond prediction off immediate survival","year":2022,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact; Université Laval","funders":"","keywords":"Medicine; Emergency medicine; Intensive care medicine; Medical emergency","score_opus":0.01798379773705849,"score_gpt":0.27869138543856664,"score_spread":0.26070758770150815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289597292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7821253,0.00044413688,0.00006667689,0.17517969,0.036798045,0.003173287,0.001208037,0.00021423458,0.00079062727],"genre_scores_gemma":[0.53683877,0.0003869844,0.009250125,0.37881786,0.019731563,0.0024099036,0.04653656,0.0016465044,0.004381717],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9945675,0.00030157622,0.0012824417,0.0010011139,0.002061795,0.0007855455],"domain_scores_gemma":[0.99793905,0.0004555028,0.0005033455,0.0007318661,0.00017381847,0.0001964271],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005850789,0.0005837948,0.0010725928,0.0008090449,0.00017334516,0.000076302524,0.00019825734,0.0006285374,0.0000849841],"category_scores_gemma":[0.001195863,0.00061286753,0.0005498348,0.0007906107,0.000045699657,0.00031238422,0.00017117862,0.0019111657,0.00003366325],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003123479,0.0003676222,0.3937103,0.0007203558,0.0012589446,0.0035014958,0.01083416,0.0010264588,0.0010617055,0.000016065269,0.5792212,0.007969391],"study_design_scores_gemma":[0.005317142,0.0019573658,0.56080955,0.001451302,0.0012407327,0.0000063422076,0.0030577704,0.0015127924,0.00017070465,0.00047719467,0.42207748,0.0019216187],"about_ca_topic_score_codex":0.00058335427,"about_ca_topic_score_gemma":0.000046135596,"teacher_disagreement_score":0.24528648,"about_ca_system_score_codex":0.0014836348,"about_ca_system_score_gemma":0.0003552885,"threshold_uncertainty_score":0.99963224},"labels":[],"label_agreement":null},{"id":"W4289930923","doi":"10.1186/s12877-022-03355-2","title":"Life-space, frailty, and health-related quality of life","year":2022,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Medical Research Council; Dalhousie University; National Institute for Health and Care Research; Alzheimer's Society; Department of Health and Social Care; Alzheimer’s Society; Wellcome Trust; Dalhousie Medical Research Foundation","keywords":"Quality of life (healthcare); Medicine; Gerontology; Population; Psychological intervention; Cohort; Demography; Environmental health; Psychiatry","score_opus":0.09727313569259916,"score_gpt":0.3360475250438348,"score_spread":0.23877438935123563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289930923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760563,0.0068400777,0.0003039968,0.0137819005,0.0006221506,0.0007061717,0.00010374366,0.00012936475,0.001456304],"genre_scores_gemma":[0.99290884,0.0001985942,0.0030117005,0.0016314838,0.00012915666,0.000031109594,0.00006473057,0.000035312278,0.0019890985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977248,0.00026221224,0.0008194936,0.00031832658,0.0005789276,0.0002962728],"domain_scores_gemma":[0.99821365,0.00025623592,0.00044463482,0.00046720865,0.00009594379,0.0005223096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012586373,0.00015525417,0.00060696126,0.00018224334,0.0001558066,0.000009920133,0.00012884205,0.000086057,0.0005580088],"category_scores_gemma":[0.0019814253,0.00016070304,0.00010613693,0.0006826352,0.00006914018,0.000045457517,0.00026449206,0.0003656241,0.0000157126],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009718545,0.0010966057,0.7763686,0.0024770813,0.00021611786,0.000017920443,0.0037178122,0.00039954728,0.00064240926,0.004658014,0.20567945,0.003754559],"study_design_scores_gemma":[0.00871717,0.0011903925,0.9517883,0.000038281727,0.00010118252,0.000065759414,0.0015399234,0.0007248475,0.00007316912,0.0007672621,0.03458848,0.0004052168],"about_ca_topic_score_codex":0.0012790221,"about_ca_topic_score_gemma":0.00008108279,"teacher_disagreement_score":0.17541969,"about_ca_system_score_codex":0.00011597118,"about_ca_system_score_gemma":0.0011320179,"threshold_uncertainty_score":0.655328},"labels":[],"label_agreement":null},{"id":"W4289961577","doi":"10.1093/bjs/znac263","title":"Measurement properties of the WHO Disability Assessment Schedule 2.0 for evaluating functional status after inpatient surgery","year":2022,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"National Health and Medical Research Council; Medical Research Council; University of Toronto; Ontario Ministry of Research, Innovation and Science; Monash University; Canadian Institutes of Health Research; National Institute for Health and Care Research; Australian and New Zealand College of Anaesthetists; Ontario Ministry of Health and Long-Term Care; United Kingdom Clinical Research Collaboration","keywords":"Medicine; Quartile; Confidence interval; Physical therapy; Prospective cohort study; Correlation; Activities of daily living; Cohort; Surgery; Internal medicine","score_opus":0.1707294921105957,"score_gpt":0.3041020377256716,"score_spread":0.13337254561507592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289961577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99074644,0.0050212825,0.00011100235,0.0017972041,0.0016953821,0.0005382526,0.000061862476,0.000008543201,0.000020036916],"genre_scores_gemma":[0.99887854,0.00007521921,0.00027710627,0.0002772663,0.00021488329,0.00018893761,0.000006165679,0.000026840386,0.000055064887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953592,0.0004603331,0.0012472373,0.00019300275,0.0024090596,0.0003312128],"domain_scores_gemma":[0.99719006,0.000400096,0.00074848783,0.00022936237,0.0012982404,0.00013374817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059681744,0.00013520454,0.00060809066,0.00009432867,0.00024338666,0.000034991896,0.00007860574,0.00003598005,0.00030198932],"category_scores_gemma":[0.0030419794,0.00011431661,0.00067782,0.00022940934,0.00017391889,0.00017499646,0.00012443335,0.00044779922,3.0482715e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014327999,0.0014243652,0.91848844,0.0008369501,0.000337838,0.000045093475,0.00017638327,0.0005128465,0.0027962078,0.0000034979405,0.01256208,0.06138351],"study_design_scores_gemma":[0.0009287797,0.00021196275,0.9913589,0.0027854173,0.00016249855,0.0008228271,0.0005257719,0.00021385023,0.0015641163,0.00006810014,0.0012229583,0.0001348228],"about_ca_topic_score_codex":0.00009413645,"about_ca_topic_score_gemma":0.0000296724,"teacher_disagreement_score":0.07287046,"about_ca_system_score_codex":0.0009126515,"about_ca_system_score_gemma":0.0017942667,"threshold_uncertainty_score":0.4661696},"labels":[],"label_agreement":null},{"id":"W4290635753","doi":"10.5152/mnm.2022.222067","title":"Frailty and Related Factors in Hospitalized Older People in Northern Cyprus","year":2022,"lang":"en","type":"article","venue":"Mediterranean Nursing and Midwifery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Older people; Gerontology; Geography; Medicine; History; Demography; Sociology","score_opus":0.018854410189957115,"score_gpt":0.27062935328234045,"score_spread":0.25177494309238335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290635753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99225134,0.0017447062,0.0000044318585,0.0031372136,0.0010122254,0.00045518516,0.00001513296,0.00007508288,0.0013047073],"genre_scores_gemma":[0.99867076,0.000071620976,0.00004652786,0.00017011796,0.000062234736,0.000032141324,0.00012031988,0.0000412717,0.0007850295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832493,0.00013091849,0.00038734812,0.00043505855,0.0003347359,0.00038702713],"domain_scores_gemma":[0.9993737,0.00012053609,0.00007023093,0.0002410514,0.000021269248,0.00017322303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028438683,0.00022458947,0.00045961238,0.00037427188,0.00012865367,0.000020006108,0.00007922318,0.00011267637,0.00021548531],"category_scores_gemma":[0.00013313605,0.0002168075,0.000049720977,0.00041982345,0.00014636427,0.00010256074,0.000054925113,0.00062603166,0.000002358025],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029456365,0.00054146996,0.89589655,0.00012982661,0.00003216298,0.00034504815,0.07292479,0.000025704765,0.0006734,0.000010075377,0.0012380868,0.027888298],"study_design_scores_gemma":[0.005464999,0.00038197511,0.9858885,0.000653716,0.00004519374,0.00033624514,0.0051333825,0.00076382334,0.000095630974,0.0002811738,0.00068832864,0.00026707098],"about_ca_topic_score_codex":0.0004328933,"about_ca_topic_score_gemma":0.0006696941,"teacher_disagreement_score":0.08999189,"about_ca_system_score_codex":0.00022823708,"about_ca_system_score_gemma":0.00005861332,"threshold_uncertainty_score":0.8841153},"labels":[],"label_agreement":null},{"id":"W4290671925","doi":"10.1136/bmjopen-2022-064165","title":"PREPARE trial: a protocol for a multicentre randomised trial of frailty-focused preoperative exercise to decrease postoperative complication rates and disability scores","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; University of Alberta; McGill University; Ottawa Hospital","funders":"Canadian Institutes of Health Research","keywords":"Prehabilitation; Medicine; Physical therapy; Quality of life (healthcare); Randomized controlled trial; Clinical trial; Adverse effect; Clinical endpoint; Consolidated Standards of Reporting Trials; Surgery; Internal medicine; Nursing","score_opus":0.11597471204925804,"score_gpt":0.45405328967135794,"score_spread":0.3380785776220999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290671925","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24468897,0.0000032025375,0.00008147434,0.0030535427,0.000051346262,0.7515645,0.00026025265,0.000029424315,0.0002672951],"genre_scores_gemma":[0.13149318,2.6393e-7,0.0051793633,0.00033058776,0.00006273065,0.862068,0.00013787732,0.00003024696,0.0006977407],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9973671,0.0005740757,0.0008120312,0.0006196737,0.00039440594,0.00023273517],"domain_scores_gemma":[0.9974383,0.0008086724,0.00031271618,0.00072433124,0.00036241708,0.00035353936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013020368,0.00024177373,0.00087901135,0.00005555361,0.0002674572,0.00008858388,0.00034324286,0.000054135628,0.0005358558],"category_scores_gemma":[0.0059866603,0.00019477864,0.00013069811,0.00022407189,0.00013741449,0.00020524958,0.0005363745,0.00011776649,0.0000025881814],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.98003787,0.002271177,0.00079038035,0.0003453243,0.000082817336,0.0000025282802,0.0069755963,0.00005429028,0.00068077556,0.00003398323,0.004941649,0.003783595],"study_design_scores_gemma":[0.97600245,0.008828619,0.0020127704,0.0004957508,0.00015630691,0.000005933603,0.0015532152,0.0020216338,0.0057827146,0.000097141856,0.0027823616,0.00026110862],"about_ca_topic_score_codex":0.0004288705,"about_ca_topic_score_gemma":0.0002876334,"teacher_disagreement_score":0.11319579,"about_ca_system_score_codex":0.00016764327,"about_ca_system_score_gemma":0.00068885006,"threshold_uncertainty_score":0.7942842},"labels":[],"label_agreement":null},{"id":"W4290711902","doi":"10.1590/2317-1782/20212021025pt","title":"Síndrome da fragilidade e riscos para quedas em idosos da comunidade","year":2022,"lang":"pt","type":"article","venue":"CoDAS","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Balance (ability); Frailty syndrome; Falling (accident); Bivariate analysis; Gerontology; Physical medicine and rehabilitation; Frailty Index; Statistics; Psychiatry","score_opus":0.048407495343310375,"score_gpt":0.3136374575535266,"score_spread":0.2652299622102162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290711902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93379813,0.015753575,0.00058225734,0.021511884,0.00831343,0.0035900231,0.0015541723,0.000786093,0.014110414],"genre_scores_gemma":[0.91967165,0.00015285185,0.00022418225,0.0040545315,0.00097599655,0.0003338199,0.00050808146,0.00023775276,0.07384113],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931188,0.0008125935,0.001263536,0.0013226393,0.0019277043,0.0015546841],"domain_scores_gemma":[0.99526685,0.0005876778,0.0004940712,0.00265868,0.00014006114,0.00085266045],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009075346,0.0008745491,0.0013195492,0.00048556112,0.0009991452,0.00026685922,0.0014643552,0.0003680751,0.02097749],"category_scores_gemma":[0.00063117733,0.0009792983,0.00046262925,0.0013508562,0.00038408206,0.00025889438,0.0014589371,0.0030309863,0.0040555582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015658175,0.0048868367,0.046394426,0.0017916315,0.0023271686,0.0093862405,0.059495997,0.0011456831,0.010323902,0.001992907,0.8154024,0.04528703],"study_design_scores_gemma":[0.014393788,0.0040149684,0.07923185,0.0011436385,0.001367178,0.0021714412,0.02566611,0.0077893706,0.0026325833,0.00067875045,0.85840815,0.002502145],"about_ca_topic_score_codex":0.0006021373,"about_ca_topic_score_gemma":0.00012205314,"teacher_disagreement_score":0.05973072,"about_ca_system_score_codex":0.0009665725,"about_ca_system_score_gemma":0.0006732221,"threshold_uncertainty_score":0.99926907},"labels":[],"label_agreement":null},{"id":"W4290714025","doi":"10.1590/2317-1782/20212021025en","title":"Frailty syndrome and risks for falling in the elderly community","year":2022,"lang":"en","type":"article","venue":"CoDAS","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Falling (accident); Balance (ability); Bivariate analysis; Frailty syndrome; Pearson product-moment correlation coefficient; Gerontology; Physical therapy; Frailty Index; Statistics; Mathematics","score_opus":0.13011949420521554,"score_gpt":0.35652275436322145,"score_spread":0.2264032601580059,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290714025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937139,0.00038805552,0.00014004835,0.0039092773,0.00009290616,0.0005989347,0.000034549026,0.000029163582,0.0010931728],"genre_scores_gemma":[0.99795717,0.000013466069,0.00034816886,0.0010260963,0.000024124209,0.0001679679,0.00004049621,0.000012729482,0.00040976328],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99924785,0.00018121801,0.00013797385,0.0001026237,0.00016824398,0.0001620828],"domain_scores_gemma":[0.9990084,0.00055424764,0.00003300827,0.00034514218,0.00002204214,0.000037151964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007248598,0.000075110765,0.00015110988,0.000054780743,0.0003490135,0.00001505897,0.00018323268,0.00003103274,0.00006997022],"category_scores_gemma":[0.00022485803,0.000059818634,0.000035960613,0.0001454735,0.00005569705,0.000030577354,0.00010191516,0.00062819006,0.000003768767],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015812799,0.004128883,0.3514189,0.0022620296,0.0005020543,0.0012967417,0.14043964,0.00064612296,0.0050865016,0.0044887057,0.08128778,0.40686136],"study_design_scores_gemma":[0.008495666,0.0062535256,0.80627745,0.00020719292,0.00016554074,0.0021128515,0.02372083,0.0021056873,0.00019362598,0.008094404,0.14196219,0.00041103485],"about_ca_topic_score_codex":0.0006383035,"about_ca_topic_score_gemma":0.0002395727,"teacher_disagreement_score":0.45485854,"about_ca_system_score_codex":0.00004765441,"about_ca_system_score_gemma":0.00003162651,"threshold_uncertainty_score":0.27292082},"labels":[],"label_agreement":null},{"id":"W4290737252","doi":"10.1016/j.jamda.2022.06.031","title":"Validating the Centre of Excellence on Longevity Self-AdMinistered (CESAM) Questionnaire: An Online Self-Reported Tool for Frailty Assessment of Older Adults","year":2022,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Geriatric Depression Scale; Convergent validity; Quality of life (healthcare); Gerontology; Concurrent validity; Depression (economics); Outpatient clinic; Physical therapy; Cognition; Psychometrics; Clinical psychology; Psychiatry; Internal medicine; Depressive symptoms","score_opus":0.022079088155831355,"score_gpt":0.3336915913767761,"score_spread":0.31161250322094475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290737252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98582566,0.000045635894,0.00017483944,0.012441816,0.0007330433,0.00063015515,0.000078074154,0.00003478956,0.00003597583],"genre_scores_gemma":[0.9962923,0.00007585111,0.0022872773,0.0008229096,0.00034680672,0.000015582309,0.000027001668,0.000027130458,0.00010514777],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943609,0.0010733759,0.0012900865,0.00022445225,0.002787027,0.00026414118],"domain_scores_gemma":[0.99202806,0.0013605494,0.0052695824,0.00042101127,0.0007396687,0.00018114953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003301798,0.00018403618,0.00070759235,0.00009746744,0.00020116911,0.000012781341,0.00047936596,0.00007496961,0.000098583965],"category_scores_gemma":[0.007141082,0.000115379,0.00037512422,0.0005452261,0.000105520354,0.00009172917,0.00011841037,0.0007710138,2.2031602e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063132896,0.0052767643,0.9416189,0.00025859775,0.0013207397,0.00002189919,0.0037299467,0.0001503499,0.0013982119,0.000019107978,0.0051689018,0.04040524],"study_design_scores_gemma":[0.0025018773,0.0018649511,0.9855307,0.0007890732,0.00067280664,0.00005156016,0.0010394074,0.0055417498,0.0010612665,0.000026759399,0.00078681856,0.00013304772],"about_ca_topic_score_codex":0.00027692632,"about_ca_topic_score_gemma":0.00006298109,"teacher_disagreement_score":0.04391177,"about_ca_system_score_codex":0.0011757964,"about_ca_system_score_gemma":0.0008467486,"threshold_uncertainty_score":0.85490584},"labels":[],"label_agreement":null},{"id":"W4290952098","doi":"10.1016/j.apjon.2022.100084","title":"The power of small data for personalized cancer care","year":2022,"lang":"en","type":"article","venue":"Asia-Pacific Journal of Oncology Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Big data; Variety (cybernetics); Flourishing; Scopus; Health care; Data science; Paradigm shift; Health informatics; Small data; Psychology; Computer science; MEDLINE; Political science; Epistemology; Data mining; Artificial intelligence; Social psychology","score_opus":0.07104028287922279,"score_gpt":0.3776898324650467,"score_spread":0.3066495495858239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290952098","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51433486,0.13021328,0.0040052366,0.25268883,0.025018554,0.0036575014,0.0014277463,0.00007416229,0.06857987],"genre_scores_gemma":[0.9925906,0.0002912174,0.004783425,0.00021026607,0.0003938551,0.0000218682,0.00004543955,0.0000378559,0.0016254536],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983597,0.00019070724,0.0005785807,0.00018813997,0.0003765017,0.00030637535],"domain_scores_gemma":[0.99769515,0.0005446273,0.0006630391,0.00049006136,0.0004951375,0.000111991576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009236903,0.00012550718,0.00049773604,0.00012709691,0.00034226716,0.000010982088,0.00056142505,0.00007714281,0.00014467348],"category_scores_gemma":[0.00035305618,0.00009232025,0.00017273806,0.0001760013,0.00035566316,0.00007699395,0.00008412857,0.00057515246,6.857848e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009552551,0.0011042109,0.0060227215,0.00016803693,0.001177775,0.00024107791,0.05707526,0.00011175206,0.007664026,0.0008990475,0.3347302,0.58125335],"study_design_scores_gemma":[0.005864352,0.003748924,0.0016326692,0.0003303776,0.0005655982,0.0023953049,0.13813026,0.00012632464,0.00041769454,0.00024710209,0.8464272,0.00011417226],"about_ca_topic_score_codex":0.000012713612,"about_ca_topic_score_gemma":0.00001946064,"teacher_disagreement_score":0.58113915,"about_ca_system_score_codex":0.0010561458,"about_ca_system_score_gemma":0.0015331595,"threshold_uncertainty_score":0.37647107},"labels":[],"label_agreement":null},{"id":"W4291019246","doi":"10.1093/fampra/cmac089","title":"The Pictorial Fit-Frail Scale—Malay version (PFFS-M): reliability and validity testing in Malaysian primary care","year":2022,"lang":"en","type":"article","venue":"Family Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Malay; Reliability (semiconductor); Primary care; Scale (ratio); Validity; Gerontology; Family medicine; Psychometrics; Clinical psychology; Cartography","score_opus":0.03907448114068538,"score_gpt":0.2900088980078862,"score_spread":0.2509344168672008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4291019246","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95791495,0.00076520105,0.0000075523926,0.0060071256,0.0018080573,0.00079868716,0.000047607035,0.00010027614,0.03255054],"genre_scores_gemma":[0.99363905,0.000098730474,0.0034974546,0.0014805392,0.0005089326,0.00008502773,0.0000613642,0.000034026685,0.0005948458],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99722093,0.00075517414,0.00037755072,0.0005070615,0.0007684042,0.00037085966],"domain_scores_gemma":[0.9943291,0.004377909,0.00020787283,0.00069056876,0.00025751538,0.00013704899],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018351731,0.0001890968,0.00026600377,0.000066533335,0.0006238812,0.000060826904,0.00022261494,0.000092506554,0.00002785367],"category_scores_gemma":[0.007588255,0.00016196392,0.000056032386,0.0004760199,0.00012708118,0.00037928653,0.0005225558,0.0011175815,0.00002285483],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007956053,0.0013848345,0.8449769,0.001083038,0.00010021123,0.00077170576,0.011499647,0.0008192557,0.009773764,0.00006645468,0.04993199,0.07163614],"study_design_scores_gemma":[0.003180365,0.00086930033,0.604311,0.00010324968,0.00015005568,0.00017651542,0.009546109,0.00037950493,0.00007414801,0.000056056517,0.38092583,0.00022786876],"about_ca_topic_score_codex":0.00078529824,"about_ca_topic_score_gemma":0.00003940216,"teacher_disagreement_score":0.33099383,"about_ca_system_score_codex":0.0008138931,"about_ca_system_score_gemma":0.00035233476,"threshold_uncertainty_score":0.9084399},"labels":[],"label_agreement":null},{"id":"W4292066451","doi":"10.1038/s43587-022-00267-z","title":"Machine learning to spot frailty in aging mice","year":2022,"lang":"en","type":"letter","venue":"Nature Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Heart and Stroke Foundation of Canada","keywords":"Frailty Index; Computer science; Psychological intervention; Index (typography); Gerontology; Throughput; Physical medicine and rehabilitation; Artificial intelligence; Machine learning; Medicine; World Wide Web; Nursing","score_opus":0.013848576299084508,"score_gpt":0.2882618219884495,"score_spread":0.274413245689365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292066451","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0070098964,0.01008283,0.00003376238,0.9686708,0.001959818,0.00090149476,0.000059125887,0.0003991635,0.010883114],"genre_scores_gemma":[0.050047066,0.00008354444,0.001776088,0.9047827,0.0051358365,0.00007939382,0.0015929331,0.000262449,0.036239948],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99612856,0.00022020335,0.00051140407,0.0010589897,0.0011450271,0.0009358301],"domain_scores_gemma":[0.9984557,0.00042359126,0.00019177506,0.00068371615,0.00009488184,0.00015033242],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00054035214,0.0005904731,0.00086605275,0.0011190694,0.00017909647,0.000065828965,0.00052607106,0.0012771393,0.0014770877],"category_scores_gemma":[0.0008158134,0.0006156667,0.00022186326,0.0010328145,0.000033307733,0.000102577236,0.00046823782,0.02667749,0.00013043922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005852855,0.000035944136,0.006641436,0.0007263458,0.000109711065,0.0090181725,0.0021228634,0.00023983233,0.0007932733,0.000005413941,0.9673854,0.012863095],"study_design_scores_gemma":[0.0011059701,0.000108312925,0.0020350604,0.0012542616,0.000104968196,0.0003904043,0.00011322653,0.00031385408,0.00021220713,0.000037211586,0.99375015,0.00057434203],"about_ca_topic_score_codex":0.0004586315,"about_ca_topic_score_gemma":0.000099579884,"teacher_disagreement_score":0.06388805,"about_ca_system_score_codex":0.0007789859,"about_ca_system_score_gemma":0.00015533633,"threshold_uncertainty_score":0.9996295},"labels":[],"label_agreement":null},{"id":"W4292148717","doi":"10.1007/s12630-022-02298-x","title":"Identifying barriers and facilitators to routine preoperative frailty assessment: a qualitative interview study","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"University of Ottawa","keywords":"Medicine; Prioritization; Qualitative research; Competency assessment; Checklist; Anesthesiology; Family medicine; Psychology; Medical education; Nursing","score_opus":0.03955312314954854,"score_gpt":0.32814730257997304,"score_spread":0.2885941794304245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292148717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9833384,0.0010743453,0.00009023822,0.013975049,0.00038656255,0.0008381216,0.000042915803,0.000012746108,0.00024162703],"genre_scores_gemma":[0.9968083,0.000016182477,0.0010010836,0.0006470845,0.00023128025,0.000036470625,0.00000722309,0.000071746326,0.0011806408],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99447566,0.0016276418,0.001358637,0.00044093354,0.0011205729,0.0009765712],"domain_scores_gemma":[0.99224025,0.00019413595,0.00064428756,0.00035144182,0.0009102106,0.0056596515],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0053287987,0.00047036662,0.0010821916,0.0015094753,0.0014039394,0.00032990886,0.0006380652,0.000090995054,0.0013500554],"category_scores_gemma":[0.0008288968,0.0004423074,0.0002870632,0.00096903427,0.00022926516,0.0005289311,0.00006215453,0.001960893,0.000008152757],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032917305,0.00014885206,0.09547692,0.00012052013,0.0008292246,0.59842926,0.29255712,0.0003456477,0.000038116563,0.00022635686,0.007922766,0.0035760773],"study_design_scores_gemma":[0.0024088833,0.0070320806,0.05266294,0.00030206545,0.00029839383,0.6932083,0.23799585,0.000025737852,0.000010970202,0.00016437001,0.005493377,0.00039706263],"about_ca_topic_score_codex":0.011633119,"about_ca_topic_score_gemma":0.020836648,"teacher_disagreement_score":0.09477903,"about_ca_system_score_codex":0.0028516431,"about_ca_system_score_gemma":0.0071948622,"threshold_uncertainty_score":0.9998961},"labels":[],"label_agreement":null},{"id":"W4292162828","doi":"10.1016/j.atherosclerosis.2022.08.002","title":"What electronic health records can and cannot tell us in the era of big data","year":2022,"lang":"en","type":"letter","venue":"Atherosclerosis","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Health records; Big data; Electronic health record; Data science; History; Computer science; Political science; Data mining; Health care; Law","score_opus":0.0729918846475668,"score_gpt":0.29388008125954185,"score_spread":0.22088819661197506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292162828","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08900795,0.005462145,0.0000026311575,0.90233344,0.0010554582,0.0011955429,0.00076325843,0.000036570935,0.00014302932],"genre_scores_gemma":[0.06451701,0.03370219,0.00008421156,0.8945055,0.0017206202,0.00016252983,0.003200493,0.00016139775,0.0019460601],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966846,0.0004257007,0.00059910666,0.00078887277,0.00071812264,0.00078356516],"domain_scores_gemma":[0.99689424,0.00034707919,0.00035250743,0.0022935215,0.00004092017,0.000071739945],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00092468265,0.00037687313,0.00080676045,0.00014886977,0.00011140571,0.000072321534,0.0009701445,0.00031344005,0.0002096735],"category_scores_gemma":[0.00010447752,0.0002939837,0.000086861066,0.00048676753,0.00016487893,0.00012351965,0.0003820115,0.0036764177,0.0000049083665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035637684,0.00010111731,0.00735214,0.000457663,0.00010980416,0.000023140195,0.0025234777,7.6634484e-7,0.00006733538,0.0000034127575,0.9564744,0.03285106],"study_design_scores_gemma":[0.0012341161,0.0011585226,0.027750993,0.001057085,0.00012685312,0.000068412024,0.000579973,0.000023223864,0.00002797642,0.000037338228,0.96764284,0.0002926638],"about_ca_topic_score_codex":0.02768561,"about_ca_topic_score_gemma":0.017896716,"teacher_disagreement_score":0.032558393,"about_ca_system_score_codex":0.00048545425,"about_ca_system_score_gemma":0.0009201538,"threshold_uncertainty_score":0.99995124},"labels":[],"label_agreement":null},{"id":"W4292227870","doi":"10.2147/cia.s364997","title":"An Easy-to-Implement Clinical-Trial Frailty Index Based on Accumulation of Deficits: Validation in Zoster Vaccine Clinical Trials","year":2022,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"GlaxoSmithKline","keywords":"Medicine; Frailty Index; Clinical trial; Index (typography); Internal medicine; World Wide Web","score_opus":0.62478608291764,"score_gpt":0.622840312732533,"score_spread":0.0019457701851069986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292227870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9776702,0.000037924263,0.011482906,0.0037253073,0.003306059,0.0033971926,0.00008932355,0.000078666366,0.00021242435],"genre_scores_gemma":[0.9938819,0.000019859512,0.00214675,0.0021568746,0.00071205123,0.00035842872,0.0004730047,0.000052681895,0.00019848015],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9768042,0.009494582,0.011331533,0.0010927053,0.00082148047,0.00045551412],"domain_scores_gemma":[0.98611045,0.010124716,0.0018137315,0.0013415214,0.0002546112,0.0003549465],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.049892757,0.00029940426,0.0018954522,0.0010274975,0.00010222993,0.000043214088,0.00050055614,0.00030523314,0.002117489],"category_scores_gemma":[0.03125577,0.00029777666,0.001686682,0.0010556607,0.00007775422,0.00019303386,0.00034894256,0.001855289,0.000039615177],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022618802,0.011556791,0.85994565,0.00012163672,0.00011082941,0.00003125728,0.0001290503,0.0058277915,0.000020808033,0.00010181292,0.0014233775,0.09811217],"study_design_scores_gemma":[0.10556134,0.011825583,0.83113253,0.0017669873,0.00024036702,0.0000031166303,0.00033412225,0.045503568,0.000047643254,0.00050451467,0.002747683,0.00033252928],"about_ca_topic_score_codex":0.0001476195,"about_ca_topic_score_gemma":0.00033253367,"teacher_disagreement_score":0.09777964,"about_ca_system_score_codex":0.00029984588,"about_ca_system_score_gemma":0.00027257335,"threshold_uncertainty_score":0.9999474},"labels":[],"label_agreement":null},{"id":"W4292295334","doi":"10.1111/jgs.18001","title":"Frailty phenotype as a predictor of bleeding and mortality in ambulatory patients receiving direct oral anticoagulants","year":2022,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Thrombosis and Atherosclerosis Research Institute","funders":"","keywords":"Medicine; Ambulatory; Prospective cohort study; Internal medicine; Atrial fibrillation; Major bleeding; Incidence (geometry); Apixaban; Rivaroxaban; Warfarin","score_opus":0.02153447798754206,"score_gpt":0.29052992191046106,"score_spread":0.268995443922919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292295334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983414,0.00037561104,0.000016513377,0.00034392305,0.00051330373,0.00021871255,0.000032577336,0.000010433019,0.00014753675],"genre_scores_gemma":[0.99775183,0.00033583323,0.0012256845,0.00046557776,0.00014126884,0.0000028637535,0.0000020405664,0.000024352225,0.000050551935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997818,0.00018228043,0.0006579288,0.00018073982,0.0009089775,0.0002520934],"domain_scores_gemma":[0.9978905,0.0001852138,0.0013307664,0.00026864352,0.00020194046,0.00012297368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010408722,0.00015249633,0.0007032551,0.00008278623,0.00013087312,0.000013689565,0.00026601067,0.00003773711,0.000026355316],"category_scores_gemma":[0.0004897049,0.00011796476,0.00037196674,0.00091181486,0.00023215344,0.00010890149,0.00032532559,0.00062913954,2.9755043e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016384739,0.00030139188,0.98918515,0.0000732614,0.00027848448,0.000007070366,0.0029738923,0.00019753943,0.0023834202,0.000001922227,0.0023815914,0.0020524515],"study_design_scores_gemma":[0.0017696501,0.00068035367,0.9943271,0.0000629517,0.00028632014,0.000039147693,0.0014154854,0.000704217,0.00017246061,0.00006770153,0.0003629472,0.00011165359],"about_ca_topic_score_codex":0.00038987043,"about_ca_topic_score_gemma":0.000008003105,"teacher_disagreement_score":0.005141984,"about_ca_system_score_codex":0.00036052483,"about_ca_system_score_gemma":0.00027417977,"threshold_uncertainty_score":0.48104635},"labels":[],"label_agreement":null},{"id":"W4292325358","doi":"10.1123/japa.2021-0504","title":"Effect of the GERAS DANcing for Cognition and Exercise Program on Physical Function in Older Adults","year":2022,"lang":"en","type":"article","venue":"Journal of Aging and Physical Activity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; University of Alberta; Joseph Brant Hospital; University of Waterloo; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Physical therapy; Cognition; Attendance; Balance (ability); Dance; Medicine; Rehabilitation; Physical medicine and rehabilitation; Physical activity; Psychology; Gerontology","score_opus":0.009174408706433747,"score_gpt":0.2921858724217834,"score_spread":0.28301146371534963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292325358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9987876,0.000032749966,0.000025303732,0.00047985453,0.00010238147,0.00053614343,0.000005305883,0.000006667461,0.000024006993],"genre_scores_gemma":[0.9996917,0.000004363902,0.000017967257,0.000026925789,0.00020388012,0.000034053995,0.0000011629037,0.0000084715875,0.000011478656],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99932903,0.00011244118,0.000099856494,0.00011239291,0.00024481645,0.000101435566],"domain_scores_gemma":[0.9992387,0.00044036447,0.00016046314,0.000068588735,0.000045672157,0.00004620178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002661153,0.000087951485,0.0002996301,0.00004919835,0.00008373129,0.000008534257,0.000029986608,0.00001634067,9.765373e-7],"category_scores_gemma":[0.000076782846,0.00005575175,0.00010862919,0.000115776915,0.000044537668,0.00008845734,0.00003273063,0.00039536358,6.529649e-8],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006146311,0.0032468135,0.004819262,0.00075134524,0.000055676464,0.0000067027427,0.0023428164,0.000084508436,0.022694163,0.000010080488,0.00009029148,0.959752],"study_design_scores_gemma":[0.014780582,0.017998695,0.75116986,0.003142943,0.0007340008,0.00011698273,0.00035655938,0.02115769,0.18964,0.0006152856,0.00008616913,0.00020120683],"about_ca_topic_score_codex":0.000011976557,"about_ca_topic_score_gemma":9.249328e-7,"teacher_disagreement_score":0.9595508,"about_ca_system_score_codex":0.00003876538,"about_ca_system_score_gemma":0.000019355468,"threshold_uncertainty_score":0.22734903},"labels":[],"label_agreement":null},{"id":"W4292582547","doi":"10.1590/1806-9282.20220271","title":"Relationship between frailty, according to three frail scores, and clinical and laboratory parameters of the geriatric patients with type 2 Diabetes Mellitus","year":2022,"lang":"en","type":"article","venue":"Revista da Associação Médica Brasileira","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Type 2 Diabetes Mellitus; Frailty syndrome; Internal medicine; Population; Geriatrics; Gerontology; Physical therapy; Frailty Index; Psychiatry","score_opus":0.046980144319974236,"score_gpt":0.3074380429628933,"score_spread":0.2604578986429191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4292582547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963339,0.0013657882,0.000013462023,0.0006302264,0.00015862843,0.0010579093,0.00031690625,0.00004763076,0.000075575146],"genre_scores_gemma":[0.9982796,0.000023686942,0.00086555385,0.0005149905,0.00008889584,0.000032940305,0.00006862046,0.00005290251,0.000072838375],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972514,0.00044634417,0.00067505956,0.0005024061,0.0007712093,0.00035357822],"domain_scores_gemma":[0.99663496,0.0018137883,0.0004590574,0.00060305465,0.0002151458,0.00027399205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096160726,0.00024440046,0.000696567,0.00014598964,0.00036743606,0.00007183295,0.00027487194,0.00013862339,0.00003124886],"category_scores_gemma":[0.0031465027,0.00018921083,0.000101245925,0.0011875826,0.00030761707,0.00010901715,0.00046376945,0.0007331307,0.000004990664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007534643,0.000104744024,0.9933733,0.0001340063,0.00015415087,0.0000022642969,0.00012077508,0.0000013934917,0.0000112736025,0.00009204773,0.0015561703,0.0043745674],"study_design_scores_gemma":[0.0016275776,0.0007540445,0.99515796,0.00018117522,0.00042625293,9.97807e-7,0.000100882484,0.000008463943,0.000010120321,0.00005671112,0.001468518,0.00020728487],"about_ca_topic_score_codex":0.00003634873,"about_ca_topic_score_gemma":0.000010972567,"teacher_disagreement_score":0.0041672825,"about_ca_system_score_codex":0.00015636947,"about_ca_system_score_gemma":0.00025724812,"threshold_uncertainty_score":0.7715794},"labels":[],"label_agreement":null},{"id":"W4293104558","doi":"10.1186/s13741-022-00272-1","title":"Frailty in the over 65’s undergoing elective surgery (FIT-65) – a three-day study examining the prevalence of frailty in patients presenting for elective surgery","year":2022,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University Hospital Southampton NHS Foundation Trust; National Institute for Health and Care Research; University of Pennsylvania","keywords":"Medicine; Elective surgery; Interquartile range; Perioperative; Observational study; Population; Prospective cohort study; Surgery; General surgery; Internal medicine","score_opus":0.09776379809933923,"score_gpt":0.3383217100395186,"score_spread":0.2405579119401794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293104558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909846,0.0008019513,0.00016876265,0.0017026392,0.00045679792,0.0053872177,0.000055127446,0.00003601449,0.00040685482],"genre_scores_gemma":[0.9962291,0.00005650366,0.000033935816,0.0007202878,0.0002633696,0.002016833,0.00005054382,0.000066869376,0.00056253426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9935931,0.0019096636,0.0012886237,0.0008988716,0.0015236333,0.00078609714],"domain_scores_gemma":[0.98207635,0.016082,0.0005080461,0.0007669134,0.00047186602,0.00009485375],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006064805,0.0004850819,0.0012480284,0.0005673582,0.000554428,0.000028131399,0.0004677245,0.00008470442,0.00045174078],"category_scores_gemma":[0.014257953,0.00030210707,0.00017801498,0.0018021032,0.00045553275,0.0002689557,0.00028459114,0.0011525138,0.0000015990071],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063289545,0.0012227845,0.92418647,0.00036209778,0.00018757458,0.000040569168,0.070217825,0.00014201626,0.00040720284,0.000031606603,0.0010106768,0.001558297],"study_design_scores_gemma":[0.004392662,0.0021159274,0.9666729,0.00063820736,0.00017037954,0.000013479995,0.024097286,0.0011055047,0.00021679547,0.000061863306,0.00023370738,0.00028126794],"about_ca_topic_score_codex":0.0011994387,"about_ca_topic_score_gemma":0.004256625,"teacher_disagreement_score":0.04612054,"about_ca_system_score_codex":0.0006053399,"about_ca_system_score_gemma":0.0007731385,"threshold_uncertainty_score":0.9999431},"labels":[],"label_agreement":null},{"id":"W4293105696","doi":"10.1186/s12877-022-03369-w","title":"The association between frailty and mortality among lower limb arthroplasty patients: a systematic review and meta-analysis","year":2022,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Peking Union Medical College; Peking Union Medical College Hospital","keywords":"Medicine; Meta-analysis; Rehabilitation; Arthroplasty; Systematic review; Physical therapy; MEDLINE; Association (psychology); Physical medicine and rehabilitation; Gerontology; Surgery; Internal medicine","score_opus":0.09953780388781987,"score_gpt":0.34207376782329957,"score_spread":0.24253596393547971,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293105696","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006918238,0.9929866,0.000034398527,0.00006689724,0.00016790665,0.005879653,0.0006519912,0.000052851676,0.000090485606],"genre_scores_gemma":[0.000038916438,0.995862,0.000086298416,0.00011331456,0.000094362775,0.0010636618,0.0006522263,0.000060813763,0.0020283752],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9940747,0.0015594091,0.002032394,0.00073576847,0.0012058746,0.00039187763],"domain_scores_gemma":[0.99208266,0.0035052658,0.0026795832,0.0012507507,0.00025892456,0.000222797],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003098654,0.00063509634,0.0086514875,0.0002520721,0.0003290734,0.00014465005,0.00023468095,0.00035075433,0.00023925916],"category_scores_gemma":[0.0061760866,0.00036924207,0.0026051437,0.0017155422,0.00007352255,0.000104056235,0.00032319178,0.0007114608,0.000017899629],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002066318,0.000069788905,0.011667148,0.8294836,0.15562941,0.000004402756,0.000025213696,1.3922758e-7,2.1030679e-10,0.0000055893925,0.0010858367,0.0020268029],"study_design_scores_gemma":[0.00017611649,0.00010076912,0.0040931446,0.0035723404,0.8416998,0.0000035271312,0.000008526603,0.0000018192187,2.1057383e-9,0.000005291879,0.1500502,0.0002884738],"about_ca_topic_score_codex":0.000058917107,"about_ca_topic_score_gemma":0.00016501198,"teacher_disagreement_score":0.8259113,"about_ca_system_score_codex":0.00045424412,"about_ca_system_score_gemma":0.00020574406,"threshold_uncertainty_score":0.99987596},"labels":[],"label_agreement":null},{"id":"W4293124642","doi":"10.1016/j.bja.2022.07.013","title":"Association of frailty with days alive at home in critically ill patients undergoing emergency general surgery: a population-based cohort study","year":2022,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Public Health; Ottawa Hospital; University of Ottawa","funders":"Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; University of Ottawa","keywords":"Medicine; Confidence interval; Cohort; Critically ill; Population; Cohort study; Frailty Index; Retrospective cohort study; Emergency medicine; Surgery; Internal medicine","score_opus":0.011782429420906872,"score_gpt":0.24752982926758652,"score_spread":0.23574739984667964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293124642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980956,0.00017210914,0.00002733774,0.00093017466,0.00017478877,0.0005004674,0.000033052544,0.000011509364,0.000054998098],"genre_scores_gemma":[0.998645,0.00008644281,0.0004886732,0.0004070574,0.0000578572,0.00001895244,0.000081133774,0.000035866502,0.00017903348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966641,0.00041072964,0.0010267097,0.00021306764,0.0014022234,0.0002831787],"domain_scores_gemma":[0.99738693,0.00018028662,0.00075203745,0.0001543691,0.0013874542,0.00013893534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010866219,0.00014420392,0.00063842366,0.00029729615,0.0001412823,0.000016828277,0.00012933934,0.000056683213,0.00032229396],"category_scores_gemma":[0.0013495848,0.0001643301,0.00016499525,0.00044981908,0.000020007725,0.00013098598,0.000036978996,0.00036111134,0.0000010372073],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030940725,0.0014714967,0.9905203,0.00004222645,0.00017000806,0.0009095628,0.00018665139,0.00066922663,0.000009288298,0.0000027948618,0.002665098,0.0030439296],"study_design_scores_gemma":[0.0035145644,0.0020243034,0.9930254,0.00026934073,0.00019893576,0.00023320851,0.00029673259,0.0001501991,0.000008962973,0.000035332807,0.00008083155,0.00016219149],"about_ca_topic_score_codex":0.0016737074,"about_ca_topic_score_gemma":0.0038289882,"teacher_disagreement_score":0.0032051571,"about_ca_system_score_codex":0.0010667909,"about_ca_system_score_gemma":0.00030141405,"threshold_uncertainty_score":0.6701187},"labels":[],"label_agreement":null},{"id":"W4293230314","doi":"10.1016/j.bja.2022.07.019","title":"Comparing the predictive accuracy of frailty instruments applied to preoperative electronic health data for adults undergoing noncardiac surgery","year":2022,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"Canadian Anesthesiologists' Society; Institute for Clinical Evaluative Sciences","keywords":"Brier score; Medicine; Guideline; Risk assessment; Retrospective cohort study; Cohort; Physical therapy; Cohort study; Emergency medicine; Internal medicine; Statistics","score_opus":0.0440321410038993,"score_gpt":0.30168835912403036,"score_spread":0.25765621812013106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293230314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99063957,0.002106151,0.0015200061,0.0036179745,0.00019595669,0.0015347515,0.00022614765,0.000018028637,0.00014142336],"genre_scores_gemma":[0.99645036,0.0009354571,0.0010440946,0.001123063,0.0001893547,0.000060567658,0.00013033256,0.00004026928,0.000026524564],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99728614,0.00024773966,0.00094138284,0.00031140004,0.00073555287,0.00047778155],"domain_scores_gemma":[0.9976035,0.0005807678,0.00085608254,0.0004951517,0.0002564899,0.0002080428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019439409,0.00016775288,0.0008272387,0.0001570342,0.0003894091,0.0000484579,0.0006297184,0.000036302426,0.000021623624],"category_scores_gemma":[0.0008827312,0.00016365363,0.00019615488,0.00035916327,0.000070069924,0.00025592424,0.00027914048,0.0006420138,0.000001073994],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009619329,0.0016277946,0.09210264,0.0009230623,0.0023608066,0.0002551879,0.009113647,0.0042269477,0.00019662401,0.00043981313,0.14539951,0.73373467],"study_design_scores_gemma":[0.018559007,0.014845859,0.86866385,0.007685785,0.0008415649,0.011396896,0.024020247,0.005359452,0.0010734285,0.00066405075,0.045874108,0.0010157593],"about_ca_topic_score_codex":0.00031671755,"about_ca_topic_score_gemma":0.00031137143,"teacher_disagreement_score":0.7765612,"about_ca_system_score_codex":0.000472266,"about_ca_system_score_gemma":0.001974082,"threshold_uncertainty_score":0.6673601},"labels":[],"label_agreement":null},{"id":"W4293234183","doi":"10.1136/bmjoq-2022-001935","title":"Development and assessment of an educational intervention to improve the recognition of frailty on an acute care respiratory ward","year":2022,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; McMaster University; University of Ottawa; Dalhousie University","funders":"","keywords":"Intervention (counseling); Respiratory system; Medicine; Intensive care medicine; Internal medicine; Nursing","score_opus":0.18908906263577177,"score_gpt":0.5090661652182057,"score_spread":0.31997710258243395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293234183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99345666,0.000012806845,0.000045084253,0.0016931053,0.00017100628,0.0024011713,0.00024152338,0.000007222085,0.0019714406],"genre_scores_gemma":[0.9867145,5.3265563e-7,0.010652607,0.00094449415,0.00004810209,0.00086815807,0.00048830686,0.000011065205,0.00027223866],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980436,0.00056594156,0.000543362,0.000274461,0.00047733562,0.0000952933],"domain_scores_gemma":[0.9988237,0.0000837435,0.0003224582,0.00044467437,0.00023608949,0.000089353285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022341905,0.000090999594,0.00022706468,0.000059596692,0.0001263253,0.000019145256,0.00022617108,0.000029631632,0.00032086743],"category_scores_gemma":[0.00017503017,0.00007482314,0.0000396383,0.00011273865,0.000038609374,0.00013623966,0.0003062566,0.0001694107,0.0000022906047],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012059731,0.0015025329,0.005853466,0.0004334628,0.00016442759,0.0000027511464,0.015412339,0.000009385779,0.009160139,0.0007319327,0.0009504087,0.9645732],"study_design_scores_gemma":[0.0021584367,0.0031328918,0.9513447,0.00020185551,0.000065804976,0.000007038838,0.018199785,0.000027993283,0.01754967,0.00031999283,0.0068097063,0.00018210273],"about_ca_topic_score_codex":0.0006886011,"about_ca_topic_score_gemma":0.0005371363,"teacher_disagreement_score":0.96439105,"about_ca_system_score_codex":0.00023965778,"about_ca_system_score_gemma":0.00052607915,"threshold_uncertainty_score":0.35132733},"labels":[],"label_agreement":null},{"id":"W4293282442","doi":"10.1016/s2666-7568(22)00169-6","title":"Integrated Geriatric Assessment and Treatment Effectiveness (INTEGERATE) in older people with cancer starting systemic anticancer treatment in Australia: a multicentre, open-label, randomised controlled trial","year":2022,"lang":"en","type":"article","venue":"The Lancet Healthy Longevity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":211,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Monash University; Eastern Health","keywords":"Medicine; Open label; Cancer; Randomized controlled trial; Intensive care medicine; Internal medicine; Oncology","score_opus":0.06328126089741115,"score_gpt":0.39237568491952246,"score_spread":0.3290944240221113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293282442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96358466,0.0012455089,0.000021959122,0.003453695,0.0003817246,0.031111764,0.00009028168,0.00004770873,0.00006268004],"genre_scores_gemma":[0.9787372,0.0011171462,0.00015234374,0.00028557438,0.0001780872,0.019176869,0.000049179485,0.00004027653,0.00026334013],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9945843,0.002728091,0.0008163834,0.0006909334,0.0004065298,0.0007737653],"domain_scores_gemma":[0.99736375,0.001426329,0.00039521788,0.00054076023,0.00009295822,0.0001809754],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023154288,0.0004500702,0.0024556404,0.00017727024,0.00026223593,0.00007963688,0.00021975483,0.00007946648,0.00016951993],"category_scores_gemma":[0.00010262799,0.000256009,0.00007079308,0.00075547036,0.00007068688,0.00012263352,0.00010771613,0.00055089017,0.0000021784736],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.79934007,0.0037754287,0.18543112,0.00037785148,0.00040330293,0.00017464987,0.00431545,0.00087510323,0.00031228937,0.000014107143,0.00005366948,0.0049269837],"study_design_scores_gemma":[0.83393335,0.0054735346,0.15312827,0.00050335034,0.00034161913,0.00004090908,0.00095031486,0.005293943,0.000055244018,0.0000075290955,0.00004211583,0.00022982428],"about_ca_topic_score_codex":0.05071273,"about_ca_topic_score_gemma":0.03703801,"teacher_disagreement_score":0.034593314,"about_ca_system_score_codex":0.0057440745,"about_ca_system_score_gemma":0.0012838227,"threshold_uncertainty_score":0.9999892},"labels":[],"label_agreement":null},{"id":"W4293434033","doi":"10.1016/j.jgo.2022.08.018","title":"What do hematology residents know about caring for older adults with cancer? A national survey of Canadian hematology residents' knowledge and interests","year":2022,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; McMaster University","funders":"","keywords":"Medicine; Hematology; Internal medicine; Curriculum; Likert scale; Geriatrics; Family medicine; Geriatric oncology; Oncology; Scale (ratio); Cancer; Psychology","score_opus":0.025164838848520343,"score_gpt":0.34065842295134213,"score_spread":0.3154935841028218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293434033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95248485,0.039617963,0.000031943477,0.0041179913,0.0024980567,0.00079927087,0.00010442226,0.0000094256975,0.00033608405],"genre_scores_gemma":[0.99455667,0.0035036742,0.0007882261,0.0002808972,0.0002500245,0.000091819136,0.000030845633,0.000043474272,0.00045436074],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99713963,0.0004933709,0.0011082926,0.00034993354,0.0004214223,0.0004873775],"domain_scores_gemma":[0.9953763,0.0012020182,0.0010866858,0.00020130676,0.0017431596,0.0003905211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014502552,0.00023018419,0.0011645603,0.0019410171,0.00017448027,0.000024800724,0.0003155124,0.00022586339,0.0002785729],"category_scores_gemma":[0.0010020371,0.00020622289,0.000114685856,0.0008632064,0.0001646064,0.00022645578,0.00015811849,0.0005957297,0.000002142102],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013613506,0.0011132015,0.8301112,0.0016523215,0.0014638632,0.0015736277,0.0118527915,0.00013903098,0.00013020412,0.00079806836,0.10453349,0.033018675],"study_design_scores_gemma":[0.015183239,0.0043181693,0.9507953,0.00141435,0.000335476,0.015640972,0.0025216138,0.0001168835,0.00022470074,0.0002008137,0.00897242,0.00027605463],"about_ca_topic_score_codex":0.053713262,"about_ca_topic_score_gemma":0.41826016,"teacher_disagreement_score":0.3645469,"about_ca_system_score_codex":0.0011874195,"about_ca_system_score_gemma":0.0051771267,"threshold_uncertainty_score":0.95258814},"labels":[],"label_agreement":null},{"id":"W4293451705","doi":"10.1016/j.jacc.2022.07.007","title":"Frailty, Risk, and Heart Failure Care","year":2022,"lang":"en","type":"letter","venue":"Journal of the American College of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Research Institute for Aging; University of Waterloo","funders":"","keywords":"Medicine; Odds ratio; Logistic regression; Odds; Functional Independence Measure; Internal medicine; Frailty Index; Activities of daily living; Cohort; Heart failure; Gerontology; Physical therapy","score_opus":0.01220636355731256,"score_gpt":0.26363734151466495,"score_spread":0.25143097795735236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293451705","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11551621,0.0036777803,0.000024632694,0.8758314,0.0017899708,0.00057391555,0.0013360406,0.000014608889,0.0012354311],"genre_scores_gemma":[0.5060724,0.0013995357,0.0041579,0.47107965,0.014106026,0.00002813794,0.00004841103,0.00021272032,0.0028952064],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970608,0.00086051464,0.00074164185,0.00026660002,0.00073014793,0.00034032273],"domain_scores_gemma":[0.99630857,0.00054145453,0.0018747795,0.000730295,0.00044513142,0.00009975193],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00036834477,0.0003136994,0.0023503557,0.0003214199,0.0001260165,0.0000051232205,0.00054008345,0.0002740625,0.00007955607],"category_scores_gemma":[0.00046549266,0.0002122918,0.0009842728,0.0003906307,0.0010187378,0.000033975422,0.00035427866,0.004189685,0.00000208117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024848033,0.000006370947,0.022687158,0.00014506085,0.00084144383,0.0011085261,0.00009762328,0.00005601787,0.000121186866,0.0000013197705,0.9742544,0.00043238045],"study_design_scores_gemma":[0.0010660434,0.002364935,0.01808784,0.00014527836,0.0010339313,0.017677022,0.0015892505,0.0000012338785,0.000051474537,0.000053252646,0.9577612,0.00016850836],"about_ca_topic_score_codex":0.000073389085,"about_ca_topic_score_gemma":0.000010730455,"teacher_disagreement_score":0.40475178,"about_ca_system_score_codex":0.00024527233,"about_ca_system_score_gemma":0.0005775308,"threshold_uncertainty_score":0.9981077},"labels":[],"label_agreement":null},{"id":"W4293451783","doi":"10.1016/j.jacc.2022.06.037","title":"Sacubitril/Valsartan and Frailty in Patients With Heart Failure and Preserved Ejection Fraction","year":2022,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"British Heart Foundation","keywords":"Medicine; Ejection fraction; Sacubitril, Valsartan; Valsartan; Heart failure; Cardiology; Internal medicine; Sacubitril; Heart failure with preserved ejection fraction; Blood pressure","score_opus":0.009675502788381127,"score_gpt":0.24790445553413365,"score_spread":0.2382289527457525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293451783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99563766,0.00012882653,0.000031527874,0.003698942,0.00013272991,0.00025407568,0.000035624387,0.0000030948859,0.00007754421],"genre_scores_gemma":[0.99909467,0.000021412889,0.00050931564,0.00022043294,0.00008014084,0.000005348093,0.0000013300166,0.000010632166,0.00005670817],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988167,0.00035364233,0.00029758102,0.00011469798,0.00029659073,0.00012077513],"domain_scores_gemma":[0.999027,0.00013743836,0.00046635096,0.00016506272,0.00014856606,0.000055548306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031589303,0.000087776425,0.0007109533,0.0001611227,0.00007291642,0.0000024324597,0.00007828825,0.000026884994,0.00000959265],"category_scores_gemma":[0.00016852636,0.000058950096,0.00007724859,0.0003331249,0.00023740095,0.00007347282,0.00008944728,0.0004112876,1.00322865e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017404656,0.000043545926,0.99103594,0.000015199722,0.00010570732,0.000016731665,0.0000167292,0.00031160822,0.0009954289,0.000003827281,0.005599645,0.00011516203],"study_design_scores_gemma":[0.0026726928,0.0032139171,0.982776,0.000036782974,0.00010318556,0.0005905807,0.00087461446,0.000028037972,0.00015185395,0.00005075829,0.009445137,0.000056423647],"about_ca_topic_score_codex":0.0000388871,"about_ca_topic_score_gemma":0.000016908718,"teacher_disagreement_score":0.008259933,"about_ca_system_score_codex":0.000113752154,"about_ca_system_score_gemma":0.00009490378,"threshold_uncertainty_score":0.24039151},"labels":[],"label_agreement":null},{"id":"W4293513847","doi":"10.1038/s41598-022-18970-7","title":"External validation of the hospital frailty risk score among older adults receiving mechanical ventilation","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Jubilee Hospital; University of British Columbia; Island Health; Saskatchewan Health; Saskatchewan Health Authority; Regina General Hospital","funders":"","keywords":"Brier score; Medicine; Confidence interval; Logistic regression; Statistic; Odds ratio; Emergency medicine; Framingham Risk Score; Mechanical ventilation; Odds; Risk assessment; Internal medicine; Disease; Statistics","score_opus":0.013576977310017238,"score_gpt":0.2513509202876808,"score_spread":0.23777394297766358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293513847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98724174,0.000059041522,0.0004717624,0.00017989529,0.010852299,0.00091912976,0.000010629497,0.000056855835,0.00020861387],"genre_scores_gemma":[0.99686474,0.0000016264449,0.0004043401,0.00001493011,0.000100593425,0.000058672726,0.00007184854,0.000022438693,0.0024608078],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967305,0.00014800363,0.0006943794,0.00067266513,0.0015028801,0.0002515648],"domain_scores_gemma":[0.99755716,0.00004486098,0.0009089445,0.0011365496,0.00025274148,0.00009972131],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017960012,0.00013726938,0.00021369652,0.00013455485,0.00058464246,0.00006737153,0.00019301372,0.000060533108,0.0008567503],"category_scores_gemma":[0.00085106,0.000110323825,0.00021617851,0.0006735362,0.00020416408,0.00019632939,0.00030236825,0.00039842632,0.0000063839884],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007665242,0.0005304784,0.9563258,0.00010425288,0.00004872388,0.00021453059,0.0033406268,0.0005670046,0.019125057,0.000020884983,0.008363145,0.011282817],"study_design_scores_gemma":[0.00057104556,0.00012463273,0.87541664,0.0004608003,0.00010680327,0.00030167663,0.00037623136,0.00092466973,0.11936686,0.0014037333,0.00079702755,0.0001498974],"about_ca_topic_score_codex":0.00011484852,"about_ca_topic_score_gemma":0.000020076146,"teacher_disagreement_score":0.1002418,"about_ca_system_score_codex":0.00015770922,"about_ca_system_score_gemma":0.00016324363,"threshold_uncertainty_score":0.9380815},"labels":[],"label_agreement":null},{"id":"W4293553221","doi":"10.1002/ehf2.14040","title":"Practical Management of Frailty in Older Patients with Heart Failure","year":2022,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Frailty in Older Adults","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Heart failure; Medicine; Intensive care medicine; Gerontology; Management of heart failure; Internal medicine","score_opus":0.015375416853032217,"score_gpt":0.28485978109603766,"score_spread":0.2694843642430054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293553221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91490144,0.000038757837,0.00009310507,0.08199175,0.00017107086,0.001830872,0.000054612978,0.00009419248,0.00082421646],"genre_scores_gemma":[0.9527928,0.000001461127,0.044215772,0.0013881285,0.000050741506,0.00016774397,0.000116417315,0.000052438405,0.0012144706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973888,0.00014952268,0.0004248965,0.0004895516,0.0010746274,0.00047263384],"domain_scores_gemma":[0.99887526,0.00008279402,0.000091625196,0.00064188446,0.000118258715,0.00019018362],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028605975,0.00024311924,0.00047856336,0.00020063743,0.00010900252,0.000014758673,0.00012591844,0.000093904964,0.0024632583],"category_scores_gemma":[0.00005253222,0.00021638504,0.00010004903,0.0006491386,0.00009489348,0.00016292337,0.00024217452,0.0007852887,0.00008487894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041294814,0.0019022991,0.5645553,0.00039964146,0.00012337393,0.00013236287,0.0004910361,0.000073587194,0.0001965285,0.0003360406,0.43105683,0.00032009007],"study_design_scores_gemma":[0.005899762,0.00091075926,0.555009,0.00029334225,0.0000753787,0.00008241673,0.0014172221,0.000042246586,0.00032649346,0.000025091558,0.4356762,0.00024206325],"about_ca_topic_score_codex":0.00008329538,"about_ca_topic_score_gemma":0.00010641426,"teacher_disagreement_score":0.080603614,"about_ca_system_score_codex":0.00018833269,"about_ca_system_score_gemma":0.00013219043,"threshold_uncertainty_score":0.9984486},"labels":[],"label_agreement":null},{"id":"W4293659508","doi":"10.3390/curroncol29090484","title":"Chemotherapy Toxicity in Older Adults Optimized by Geriatric Assessment and Intervention: A Non-Comparative Analysis","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Discontinuation; Geriatric oncology; Referral; Internal medicine; Cancer; Chemotherapy; Disease; Geriatrics; Physical therapy; Family medicine; Psychiatry","score_opus":0.041714381025740044,"score_gpt":0.4175226679079743,"score_spread":0.3758082868822343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293659508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909149,0.0018714371,0.002575709,0.0020483262,0.0005301679,0.0010378278,0.000045316618,0.000034618355,0.00094173173],"genre_scores_gemma":[0.9970899,0.00023569193,0.0012753776,0.00022171492,0.00006644113,0.00050557323,0.00025926178,0.000010684021,0.00033535704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99818265,0.00031545706,0.0004948167,0.00047289903,0.00026153447,0.0002726519],"domain_scores_gemma":[0.99921733,0.00014135925,0.000211949,0.00023767637,0.000070222326,0.000121445795],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044743973,0.00018681551,0.00079306494,0.0004301331,0.00008196306,0.000011914043,0.0001260414,0.00006860641,0.0019732402],"category_scores_gemma":[0.000018698942,0.0001836296,0.00020028543,0.000992684,0.00007471578,0.000057501955,0.00015306803,0.0005240663,0.000004286041],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0072226953,0.03012893,0.48729217,0.00066303636,0.0031237123,0.0001838693,0.026144173,0.00087254203,0.00094278884,0.00006809614,0.10794534,0.33541265],"study_design_scores_gemma":[0.06250331,0.004075534,0.8207541,0.00015463591,0.0011468285,0.00008783521,0.005070373,0.062074378,0.0003334069,0.00004342404,0.043191593,0.00056458934],"about_ca_topic_score_codex":0.00007125043,"about_ca_topic_score_gemma":0.00007199553,"teacher_disagreement_score":0.33484805,"about_ca_system_score_codex":0.00082232524,"about_ca_system_score_gemma":0.00012407557,"threshold_uncertainty_score":0.9989391},"labels":[],"label_agreement":null},{"id":"W4294151929","doi":"10.1007/s11357-022-00650-z","title":"Is an MRI-derived anatomical measure of dementia risk also a measure of brain aging?","year":2022,"lang":"en","type":"article","venue":"GeroScience","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; Canadian Institutes of Health Research","keywords":"Measure (data warehouse); Dementia; Brain aging; Neuroscience; Psychology; Medicine; Computer science; Internal medicine; Cognition; Data mining; Disease","score_opus":0.031549362692078545,"score_gpt":0.2918727456830519,"score_spread":0.26032338299097335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294151929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937821,0.0003585643,0.0015937357,0.003160664,0.00023686115,0.00034642263,0.00014932519,0.000047722067,0.0003246055],"genre_scores_gemma":[0.99637276,0.000010063216,0.0021363886,0.0012230871,0.000028273234,0.000019800214,0.000007667986,0.000017342725,0.00018459815],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99729156,0.0002122037,0.00037664318,0.0004771826,0.001306213,0.00033617395],"domain_scores_gemma":[0.99858004,0.00009067245,0.00025753304,0.0006416729,0.00024681978,0.00018323376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012719121,0.00014649512,0.0003408575,0.00016116514,0.00018548282,0.0000114019285,0.00048157712,0.000050156774,0.00049927575],"category_scores_gemma":[0.00078811636,0.0001398654,0.000115628725,0.00069858396,0.0004036613,0.00014424034,0.00021564131,0.0003082993,0.000005438172],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013004804,0.00042957667,0.09514597,0.00007656523,0.000060214246,0.000015294914,0.0060882587,0.0000885378,0.8880138,0.000074329364,0.0043440782,0.0055333255],"study_design_scores_gemma":[0.005589495,0.0031220315,0.5338287,0.0002827717,0.00041286345,0.00016733662,0.004606623,0.008338906,0.43613195,0.00037736274,0.006503213,0.0006387544],"about_ca_topic_score_codex":0.00039903598,"about_ca_topic_score_gemma":0.00005990627,"teacher_disagreement_score":0.45188186,"about_ca_system_score_codex":0.000071664865,"about_ca_system_score_gemma":0.00036936166,"threshold_uncertainty_score":0.5703546},"labels":[],"label_agreement":null},{"id":"W4294219597","doi":"10.5334/ijic.6438","title":"Developing a Regional Strategy for Older Adults Living With Frailty: Recommendations From Patients, Family Caregivers and Health Care Providers","year":2022,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Lawson Health Research Institute; University of Waterloo","funders":"","keywords":"Stakeholder; Health care; Nursing; Citizen journalism; Gerontology; Medicine; Participatory action research; Integrated care; Family caregivers; Public relations; Sociology; Political science","score_opus":0.031837527162257934,"score_gpt":0.3130278966061931,"score_spread":0.28119036944393516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294219597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690789,0.0038008762,0.0040231016,0.019102613,0.0012265971,0.001038827,0.0014796641,0.000046400546,0.00020303216],"genre_scores_gemma":[0.986711,0.00014018128,0.008882644,0.0021490585,0.00016935215,0.00006136873,0.0017858241,0.000039780654,0.000060767175],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.998071,0.000081145314,0.0005614896,0.00028942103,0.000779234,0.00021767637],"domain_scores_gemma":[0.9955962,0.00017655926,0.00057123974,0.00011924208,0.0033759044,0.00016086239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012136211,0.00021373453,0.00032922204,0.00034861054,0.00021825386,0.000075760116,0.00028187368,0.00005629871,0.00010557887],"category_scores_gemma":[0.00013428676,0.00018062572,0.00012036909,0.00017205712,0.00005588204,0.00025801852,0.00007540454,0.00051834557,5.96646e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003897505,0.00047964562,0.12123336,0.00041547566,0.002539066,0.00019769113,0.15722291,0.00080893317,0.000077934266,0.00048840913,0.07455644,0.6380826],"study_design_scores_gemma":[0.011051423,0.0031129098,0.091632046,0.005049793,0.00014507449,0.00029871974,0.8467325,0.00018218812,0.000118786666,0.000055240092,0.04121841,0.00040292647],"about_ca_topic_score_codex":0.0019593542,"about_ca_topic_score_gemma":0.00076263736,"teacher_disagreement_score":0.6895096,"about_ca_system_score_codex":0.0028524646,"about_ca_system_score_gemma":0.0026871557,"threshold_uncertainty_score":0.7459096},"labels":[],"label_agreement":null},{"id":"W4294243740","doi":"10.23889/ijpds.v7i3.1858","title":"Using routinely collected data to develop and evaluate a clinical tool for early identification of palliative care needs in long-term care: The RESPECT Project.","year":2022,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Bruyère","funders":"","keywords":"Medicine; Minimum Data Set; Cohort; Long-term care; Risk assessment; Palliative care; Proportional hazards model; Cohort study; Gerontology; Logistic regression; Emergency medicine; Demography; Internal medicine; Nursing homes; Nursing","score_opus":0.32542797187420575,"score_gpt":0.5244270874010293,"score_spread":0.19899911552682353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294243740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816894,0.0000943416,0.011898729,0.0013155651,0.0010880036,0.0016933391,0.002207989,0.000007718917,0.000004910161],"genre_scores_gemma":[0.987195,0.000014869597,0.010345196,0.00012603111,0.00017665008,0.0000445766,0.0020254897,0.000010967572,0.00006120184],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972788,0.00011296774,0.0009126052,0.0004203776,0.0011033424,0.00017191454],"domain_scores_gemma":[0.9964156,0.00030271863,0.0005205078,0.00059509836,0.0021097765,0.000056288798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032836755,0.00009176201,0.00017474471,0.00052523136,0.00040840695,0.0001845915,0.0016582442,0.000025645842,0.0000065017944],"category_scores_gemma":[0.007598547,0.00007513101,0.000027756565,0.0012448088,0.00011324645,0.0008198342,0.0010088586,0.00019948732,3.074441e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013275654,0.00008468105,0.96803033,0.000049871287,0.00007112335,0.0000064554238,0.006682439,0.0007577093,0.002597552,0.00024745511,0.0006001907,0.019544616],"study_design_scores_gemma":[0.0017792475,0.00020713311,0.9532042,0.00012005961,0.000056740075,0.000048016667,0.0013471899,0.042588927,0.00010889648,0.000057804144,0.00039447888,0.000087321714],"about_ca_topic_score_codex":0.0002962359,"about_ca_topic_score_gemma":0.000393754,"teacher_disagreement_score":0.041831218,"about_ca_system_score_codex":0.00052595936,"about_ca_system_score_gemma":0.0012248297,"threshold_uncertainty_score":0.90967196},"labels":[],"label_agreement":null},{"id":"W4294281705","doi":"10.1097/pcc.0000000000003061","title":"Discharge Directly Home From the PICU: A Retrospective Cohort Study","year":2022,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Emergency medicine; Pediatric intensive care unit; Odds ratio; Retrospective cohort study; Logistic regression; Mechanical ventilation; Cohort; Pediatrics; Cohort study; Acute care; Health care; Internal medicine","score_opus":0.015419904328850773,"score_gpt":0.3065260897252742,"score_spread":0.2911061853964234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294281705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95302486,0.0068280553,0.00007270838,0.030502452,0.0025093828,0.0021808995,0.000481546,0.00027241066,0.004127699],"genre_scores_gemma":[0.99106836,0.000084043946,0.00005315968,0.0020165034,0.0053821867,0.0005663806,0.00025744055,0.00006440873,0.00050752074],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99537534,0.00037600024,0.00059337215,0.00084120693,0.0022324643,0.0005816169],"domain_scores_gemma":[0.9963128,0.0018018704,0.000075653516,0.0009833069,0.000439419,0.00038694454],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00078488636,0.00034165246,0.00084019377,0.0001518344,0.0005740711,0.000021500557,0.00042330593,0.00006744429,0.005521904],"category_scores_gemma":[0.004709281,0.00022377164,0.00014840346,0.0010348788,0.00031832999,0.00006666344,0.00042585048,0.0012872815,0.00007140719],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001437529,0.00049862,0.96430016,0.00005903617,0.00007492043,0.00038600026,0.0076926397,5.636052e-7,0.000023814639,0.00020494482,0.02615051,0.00046503267],"study_design_scores_gemma":[0.0033640098,0.0029602535,0.96206945,0.000019876348,0.0018841572,0.00007125337,0.025854288,0.000025081185,0.000004855422,0.0003656772,0.003126539,0.00025457802],"about_ca_topic_score_codex":0.0019606831,"about_ca_topic_score_gemma":0.0001304278,"teacher_disagreement_score":0.038043506,"about_ca_system_score_codex":0.0005850797,"about_ca_system_score_gemma":0.00015693773,"threshold_uncertainty_score":0.9953872},"labels":[],"label_agreement":null},{"id":"W4294325168","doi":"10.3390/geriatrics7050089","title":"Frailty as a Predictor of Hospitalization and Low Quality of Life in Geriatric Patients at an Internal Medicine Outpatient Clinic: A Cross-Sectional Study","year":2022,"lang":"en","type":"article","venue":"Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Cognition; Outpatient clinic; Gerontology; Cross-sectional study; Montreal Cognitive Assessment; Geriatrics; Adverse effect; Cognitive impairment; Multivariate analysis; Univariate analysis; Physical therapy; Internal medicine; Psychiatry","score_opus":0.038244740219710915,"score_gpt":0.34982227825625484,"score_spread":0.3115775380365439,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294325168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99708307,0.00019880019,0.000042232175,0.0000471304,0.00087438687,0.0013385883,0.00022489185,0.000027939184,0.00016297227],"genre_scores_gemma":[0.9989853,0.000037268077,0.00007983404,0.00009738437,0.00015915443,0.000072046125,0.00027214224,0.000026825957,0.0002700589],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959681,0.00036927508,0.0017102915,0.0004696478,0.0012676296,0.00021508204],"domain_scores_gemma":[0.99784154,0.00024078113,0.0008942457,0.00040485983,0.00042019098,0.00019837101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013321384,0.00019261015,0.00062989624,0.00042133758,0.00008863845,0.000008489443,0.0001836159,0.000105376974,0.0007464907],"category_scores_gemma":[0.002373149,0.00018286082,0.00007918769,0.0007359934,0.00013727389,0.00012640003,0.00037535437,0.00028281126,0.0000028951404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021693031,0.0031993077,0.9887638,0.0002507207,0.000058065576,0.0000047711806,0.004830992,0.00008282286,0.0000807927,0.000011271771,0.00030779012,0.00024035522],"study_design_scores_gemma":[0.01210885,0.009263468,0.97731084,0.000023349625,0.000051627903,0.0000041127187,0.0007095863,0.00024481825,0.000017369053,0.00007505375,0.00005602556,0.00013491247],"about_ca_topic_score_codex":0.0016038895,"about_ca_topic_score_gemma":0.00011340829,"teacher_disagreement_score":0.011452981,"about_ca_system_score_codex":0.00031814925,"about_ca_system_score_gemma":0.00019183975,"threshold_uncertainty_score":0.817355},"labels":[],"label_agreement":null},{"id":"W4294486452","doi":"10.5770/cgj.25.560","title":"Low Physical Performance is Associated with a Poor Health-Related Quality of Life (HRQOL) in Community-Dwelling Older Mexicans”","year":2022,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Secretaría de Estado de Ciencia, Tecnología e Innovación","keywords":"Medicine; Quality of life (healthcare); Gerontology; Anxiety; Comorbidity; Cohort; Geriatric Depression Scale; Logistic regression; Effects of sleep deprivation on cognitive performance; Cross-sectional study; Physical therapy; Cognition; Depressive symptoms; Psychiatry; Internal medicine","score_opus":0.03122402009569004,"score_gpt":0.27958430907357507,"score_spread":0.24836028897788504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294486452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904792,0.00041684226,0.000018036237,0.007959081,0.00020397226,0.00032771743,0.000144135,0.00001814134,0.00043292518],"genre_scores_gemma":[0.9962612,0.00006247444,0.00009150794,0.0030252999,0.00010010665,0.000010991382,0.00006148103,0.000041788127,0.00034514317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966889,0.000868508,0.0008989544,0.00017889502,0.00069723086,0.0006675301],"domain_scores_gemma":[0.9974214,0.00025773974,0.00064819516,0.00032878015,0.00025973012,0.0010841739],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0024248485,0.0002001252,0.00074268633,0.0006479382,0.00071202696,0.000028004974,0.00031895342,0.00008998821,0.000338198],"category_scores_gemma":[0.000512401,0.00019815899,0.0001268575,0.001463425,0.00009564815,0.00011303319,0.000047481095,0.002769916,0.000004895872],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020157164,0.004341021,0.76426524,0.0016419577,0.0015682784,0.0010869824,0.12586612,0.016087525,0.00049517275,0.00019653379,0.062746964,0.019688495],"study_design_scores_gemma":[0.01915805,0.0034761066,0.942754,0.0011078364,0.00019183989,0.0011108979,0.010736608,0.01755503,0.00023978179,0.00026083115,0.0024014986,0.0010075364],"about_ca_topic_score_codex":0.07235255,"about_ca_topic_score_gemma":0.05826115,"teacher_disagreement_score":0.17848875,"about_ca_system_score_codex":0.0020526336,"about_ca_system_score_gemma":0.0049749166,"threshold_uncertainty_score":0.99953073},"labels":[],"label_agreement":null},{"id":"W4294579750","doi":"10.1002/jbm4.10679","title":"Association Among Cognition, Frailty, and Falls and Self‐Reported Incident Fractures: Results From the Canadian Longitudinal Study on Aging ( <scp>CLSA</scp> )","year":2022,"lang":"en","type":"article","venue":"JBMR Plus","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Research Institute for Aging; University of Waterloo; Population Health Research Institute; McMaster University; Dalhousie University; Hamilton Health Sciences; McGill University; Impact","funders":"Institute of Aging; Canadian Institutes of Health Research; Canada Foundation for Innovation; Government of Canada","keywords":"Cognition; Medicine; Logistic regression; Longitudinal study; Cohort; Falls in older adults; Recall; Prospective cohort study; Poison control; Demography; Injury prevention; Gerontology; Internal medicine; Clinical psychology; Psychology; Psychiatry; Emergency medicine; Pathology","score_opus":0.037976524261855646,"score_gpt":0.3050875655459428,"score_spread":0.26711104128408714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294579750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99185956,0.00018029512,0.000004275797,0.003680793,0.00030272524,0.0012125146,0.00036623175,0.00009922203,0.0022943784],"genre_scores_gemma":[0.996056,0.00002470729,0.000038267208,0.0018190423,0.00028734608,0.000094828836,0.00043062234,0.000032966567,0.0012161742],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742526,0.0002356699,0.000454026,0.00055277883,0.0009475052,0.00038475904],"domain_scores_gemma":[0.9973859,0.0013563263,0.0003645813,0.00040872593,0.00018416371,0.00030027906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094855076,0.00022938663,0.00031615695,0.00015880725,0.0008826416,0.00015427997,0.00012967113,0.00011282096,0.000052056654],"category_scores_gemma":[0.0027218258,0.00019405701,0.000045350815,0.00026609632,0.000052527255,0.000115260504,0.00015742786,0.0007782615,0.000011659151],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041754127,0.00021399003,0.93720555,0.000008573316,0.00062787393,0.00057602563,0.026218457,0.000059341728,0.000025691863,0.0000044478616,0.034587227,0.00043104673],"study_design_scores_gemma":[0.0044073886,0.00038002557,0.9814226,0.00006502441,0.00050399074,0.00005061744,0.0074353265,0.00028681644,0.00004588999,0.00014598845,0.005162443,0.00009390955],"about_ca_topic_score_codex":0.25605717,"about_ca_topic_score_gemma":0.54758793,"teacher_disagreement_score":0.29153076,"about_ca_system_score_codex":0.0012045425,"about_ca_system_score_gemma":0.0003763177,"threshold_uncertainty_score":0.7913415},"labels":[],"label_agreement":null},{"id":"W4294619563","doi":"10.1093/ehjqcco/qcac050","title":"De-frailing intervention for hospitalized cardiovascular patients in the TARGET-EFT randomized clinical trial","year":2022,"lang":"en","type":"article","venue":"European Heart Journal - Quality of Care and Clinical Outcomes","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research; Jewish General Hospital; Faculty of Medicine, McGill University; Faculty of Medicine and Health, University of Sydney; McGill University","keywords":"Medicine; Randomized controlled trial; Physical therapy; Intervention (counseling); Clinical trial; Adverse effect; Ejection fraction; Clinical endpoint; Internal medicine; Heart failure; Psychiatry","score_opus":0.12657916266355448,"score_gpt":0.45951348471636916,"score_spread":0.3329343220528147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294619563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991695,0.0015838332,0.0007026823,0.0022689784,0.0014613379,0.0018968676,0.000027560645,0.000016385518,0.00034734907],"genre_scores_gemma":[0.9942918,0.0003690063,0.002310596,0.0022557913,0.0005540725,0.000027150254,0.00004165242,0.000030366558,0.000119575976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.97932947,0.015854454,0.0034216524,0.0003183502,0.00080726517,0.00026881523],"domain_scores_gemma":[0.98950094,0.00894784,0.00065898703,0.00042478403,0.0002860906,0.00018137692],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.048678484,0.00017949069,0.0019528221,0.00008583177,0.00020875708,0.00005104376,0.00026499789,0.000071766626,0.000063101004],"category_scores_gemma":[0.026050616,0.00011943537,0.005499475,0.000099915,0.00024592096,0.000076253455,0.00015083689,0.0010783115,0.0000026086764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.208872,0.0012613462,0.7537402,0.00017909348,0.001236938,0.00003240305,0.0017995486,0.0000149688,2.6778585e-7,0.00004404347,0.0013849253,0.031434268],"study_design_scores_gemma":[0.472613,0.0035232129,0.5055458,0.00008908315,0.00045525748,0.000018595152,0.0015301235,0.000023775347,5.144394e-7,0.00019953471,0.015886737,0.00011432366],"about_ca_topic_score_codex":0.000057957437,"about_ca_topic_score_gemma":0.000005858817,"teacher_disagreement_score":0.26374102,"about_ca_system_score_codex":0.000055704233,"about_ca_system_score_gemma":0.000096178825,"threshold_uncertainty_score":0.98215336},"labels":[],"label_agreement":null},{"id":"W4294756087","doi":"10.1245/s10434-022-12500-5","title":"ASO Author Reflections: Understanding and Integrating Postoperative Patient-Reported Symptom Burden for Older Adults Undergoing Cancer Surgery","year":2022,"lang":"en","type":"letter","venue":"Annals of Surgical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Health Sciences Centre; University of Toronto","funders":"","keywords":"Surgical oncology; Medicine; General surgery; Cancer surgery; Cancer; MEDLINE; Surgery; Internal medicine","score_opus":0.15448971445503773,"score_gpt":0.41188115451392104,"score_spread":0.2573914400588833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294756087","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022945367,0.002613172,0.00015764218,0.9670572,0.0015872907,0.0019273306,0.0002472995,0.000119925484,0.003344772],"genre_scores_gemma":[0.2179133,0.02481672,0.0024043089,0.7216995,0.00831998,0.004039147,0.005144602,0.0006901166,0.014972349],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958014,0.00047366088,0.0014277052,0.0009358108,0.00059581856,0.00076559413],"domain_scores_gemma":[0.98983574,0.007867646,0.0010631677,0.00036894006,0.0006728639,0.0001916367],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00072826387,0.0005186654,0.0017908562,0.00059408863,0.00034266402,0.000033913675,0.00013089937,0.0011170672,0.00082156487],"category_scores_gemma":[0.00079858355,0.0004629078,0.0004965584,0.00045118088,0.00033438718,0.00014404125,0.00017203821,0.0020466847,0.0000018381442],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016356558,0.00017623727,0.00035290612,0.0010294958,0.0011899512,0.0024492077,0.0042268666,0.00001259348,0.0000449515,0.00016306901,0.9644054,0.024313621],"study_design_scores_gemma":[0.0023571826,0.0021066174,0.00007332816,0.0025148958,0.00036064596,0.0010574794,0.0048928736,0.00012792279,0.00018503358,0.00030249,0.9855345,0.00048701203],"about_ca_topic_score_codex":0.00082773034,"about_ca_topic_score_gemma":0.00026471957,"teacher_disagreement_score":0.24535772,"about_ca_system_score_codex":0.00080679596,"about_ca_system_score_gemma":0.0014273282,"threshold_uncertainty_score":0.99978226},"labels":[],"label_agreement":null},{"id":"W4295298414","doi":"10.1227/neu.0000000000002091","title":"Highest Achievable Outcomes for Patients Undergoing Cervical Deformity Corrective Surgery by Frailty","year":2022,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Quartile; Frailty Index; Deformity; Osteoporosis; Spinal deformity; Internal medicine; Surgery; Physical therapy; Confidence interval","score_opus":0.02859520443465243,"score_gpt":0.2680510496919848,"score_spread":0.23945584525733235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295298414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889203,0.000051667896,0.0001561233,0.0038935742,0.0046131928,0.0009426293,0.0005293198,0.00027366387,0.00061954116],"genre_scores_gemma":[0.98936087,0.000015929549,0.0000979299,0.0055514923,0.000117416545,0.00037819304,0.000634863,0.00010028927,0.0037430224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997134,0.00017261147,0.00060743914,0.00063413987,0.0007666979,0.00068513054],"domain_scores_gemma":[0.9940607,0.0047681383,0.00024064198,0.00051306386,0.00015016773,0.0002673214],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000416333,0.0003233808,0.0007478827,0.00021276566,0.00051452423,0.000036643134,0.0001614987,0.00010025012,0.00040410183],"category_scores_gemma":[0.0023200386,0.0003139538,0.00048188493,0.00039461438,0.000074973635,0.00019315297,0.00023124994,0.0005250142,0.00003801845],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035902185,0.00083178346,0.7246061,0.00010210152,0.000050295792,0.000024213483,0.00005178163,0.000023904946,0.00008252056,0.000009580792,0.27047777,0.0033809503],"study_design_scores_gemma":[0.0025551121,0.0006956952,0.8731644,0.000049807062,0.00011526785,0.000079733196,0.00009611587,0.00029092954,0.0008003741,0.00014101679,0.12152428,0.00048725508],"about_ca_topic_score_codex":0.00008470484,"about_ca_topic_score_gemma":0.000016768568,"teacher_disagreement_score":0.14895348,"about_ca_system_score_codex":0.00034754514,"about_ca_system_score_gemma":0.0002745382,"threshold_uncertainty_score":0.9999313},"labels":[],"label_agreement":null},{"id":"W4295760558","doi":"10.2147/jmdh.s379782","title":"Predictors of Mortality in Home Health Care Service: Data from Saudi Arabia","year":2022,"lang":"en","type":"article","venue":"Journal of Multidisciplinary Healthcare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Deanship of Scientific Research, King Saud University; King Saud University","keywords":"Medicine; Logistic regression; Odds; Gerontology; Health care; Medical record; Family medicine; Demography; Internal medicine","score_opus":0.07410394598672837,"score_gpt":0.3860288895975091,"score_spread":0.3119249436107807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295760558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94077194,0.013714095,0.000010133554,0.040413413,0.0012933163,0.0006677922,0.0030804726,0.000023021428,0.000025841387],"genre_scores_gemma":[0.9954306,0.00056670606,0.0017041133,0.0007873361,0.00047140097,0.000011826023,0.0009582743,0.000047386846,0.000022397242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950928,0.0006102444,0.0019213355,0.0004772206,0.0014187711,0.00047961238],"domain_scores_gemma":[0.9959835,0.00020553655,0.0013949332,0.0013613408,0.00051301724,0.00054166367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013675945,0.00025781037,0.0011528479,0.00039295157,0.00022509352,0.00000764,0.0008994533,0.000116320334,0.00016899554],"category_scores_gemma":[0.00014209955,0.00024102331,0.00015724478,0.00074403617,0.0000694411,0.00029198496,0.0011080971,0.001531404,0.0000033599504],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009615416,0.0006190001,0.9665985,0.0018752844,0.0001555532,0.00047138007,0.022607896,0.0003970694,0.00013589501,0.0000032787025,0.003520787,0.002653801],"study_design_scores_gemma":[0.003874939,0.001992484,0.959636,0.00095259026,0.0000797151,0.00025051515,0.031281635,0.0006816007,0.00002522541,0.00008843526,0.0009711304,0.00016574819],"about_ca_topic_score_codex":0.0063298545,"about_ca_topic_score_gemma":0.007843366,"teacher_disagreement_score":0.054658644,"about_ca_system_score_codex":0.0011770375,"about_ca_system_score_gemma":0.0025315115,"threshold_uncertainty_score":0.98286456},"labels":[],"label_agreement":null},{"id":"W4295781577","doi":"10.21203/rs.3.rs-1991044/v1","title":"Frailty Index and its association with the onset of postoperative delirium in older adults undergoing elective surgery","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University; Gemeinsame Bundesausschuss; Albert-Ludwigs-Universität Freiburg; University of Connecticut","keywords":"Medicine; Frailty Index; Delirium; Incidence (geometry); Odds ratio; Logistic regression; Elective surgery; Orthopedic surgery; Internal medicine; Surgery; Physical therapy; Psychiatry","score_opus":0.043384641983581065,"score_gpt":0.3636897778882808,"score_spread":0.3203051359046997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295781577","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97426814,0.001553281,0.000020152042,0.020231621,0.00008435702,0.002853432,0.00021271988,0.00003181709,0.00074450875],"genre_scores_gemma":[0.9967729,0.00062741496,0.00002673297,0.00027616622,0.00006431078,0.0005474151,0.0002710693,0.00005450859,0.0013595063],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946021,0.0015022935,0.00042857407,0.00069518527,0.0021258849,0.0006459951],"domain_scores_gemma":[0.99111795,0.0055220565,0.00026910118,0.0005243605,0.002428314,0.00013824155],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0030168353,0.00028168858,0.0006640725,0.00072037993,0.00022111111,0.000056938152,0.00022993307,0.00036247625,0.00026256582],"category_scores_gemma":[0.006404741,0.00020642627,0.00010849762,0.0009865625,0.0001329694,0.000103610306,0.00081022555,0.0037385123,0.000005321703],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034221383,0.00066951703,0.9443319,0.0032517293,0.0005676055,0.00031673326,0.022510761,0.00058018195,0.00012056277,0.00006624169,0.02197996,0.002182713],"study_design_scores_gemma":[0.0023968809,0.0006966661,0.97450954,0.005002437,0.0000396805,0.000033486373,0.01414127,0.0014417617,0.0010166822,0.00012043354,0.00031556853,0.00028560485],"about_ca_topic_score_codex":0.0018477769,"about_ca_topic_score_gemma":0.005400356,"teacher_disagreement_score":0.030177671,"about_ca_system_score_codex":0.0016935498,"about_ca_system_score_gemma":0.0024712053,"threshold_uncertainty_score":0.9985599},"labels":[],"label_agreement":null},{"id":"W4296026406","doi":"10.1139/apnm-2022-0195","title":"MoveStrong at home: a feasibility study of a model for remote delivery of functional strength and balance training combined with nutrition education for older pre-frail and frail adults","year":2022,"lang":"en","type":"article","venue":"Applied Physiology Nutrition and Metabolism","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital; McMaster University; Toronto General Hospital; University of Toronto; University Health Network; Osteoporosis Canada; Wilfrid Laurier University; University of Waterloo; University of British Columbia Hospital; Impact; St. Joseph’s Healthcare Hamilton; University of British Columbia; Canadian Society for Exercise Physiology; Research Institute for Aging","funders":"Research Institute for Aging, University of Waterloo; University of Waterloo","keywords":"Medicine; Physical therapy; Psychological intervention; Nutrition Education; Gerontology; Test (biology); Nursing","score_opus":0.023072089506389126,"score_gpt":0.26593842440998383,"score_spread":0.24286633490359472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296026406","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927045,0.0010619571,0.0007071342,0.00018840501,0.00006904075,0.0049206647,0.0003159889,0.000022002061,0.000010325936],"genre_scores_gemma":[0.99166447,0.00019596485,0.005108461,0.00014189204,0.00007776117,0.0021250073,0.0006051557,0.000021131676,0.000060186823],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99880016,0.000049937058,0.00033239467,0.00047599306,0.00016230062,0.00017921826],"domain_scores_gemma":[0.9991217,0.00017363396,0.00022475662,0.00019194502,0.00020165685,0.0000862783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014833703,0.00018053358,0.0005443074,0.000120025565,0.0001825841,0.000004321997,0.00004163024,0.00007645875,0.000008864795],"category_scores_gemma":[0.000021426828,0.00017352488,0.000045621106,0.000115608396,0.00016660072,0.00006782329,0.000056110825,0.0001347847,3.2072517e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.1542221,0.055839207,0.005620808,0.016715422,0.0016174525,0.0000015191088,0.044084843,0.0008142182,0.5584029,0.010918964,0.004530028,0.14723256],"study_design_scores_gemma":[0.11945257,0.0028688633,0.8010283,0.00035622032,0.0008141242,0.000041135558,0.017728083,0.043768074,0.001949116,0.010775109,0.0007590373,0.0004593539],"about_ca_topic_score_codex":0.000020711857,"about_ca_topic_score_gemma":0.000017912886,"teacher_disagreement_score":0.79540753,"about_ca_system_score_codex":0.000034114113,"about_ca_system_score_gemma":0.000096871925,"threshold_uncertainty_score":0.70761395},"labels":[],"label_agreement":null},{"id":"W4296356208","doi":"10.20473/spmrj.v4i2.35284","title":"Association between Frailty and Depression among Elderly in Nursing Home","year":2022,"lang":"en","type":"article","venue":"Surabaya Physical Medicine and Rehabilitation Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geriatric Depression Scale; Depression (economics); Stressor; Medicine; Gerontology; Distress; Association (psychology); Nursing homes; Quality of life (healthcare); Psychiatry; Depressive symptoms; Psychology; Clinical psychology; Anxiety; Nursing","score_opus":0.01377474596852134,"score_gpt":0.3141917359009866,"score_spread":0.30041698993246524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296356208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97162753,0.0003878282,0.000049853505,0.026970226,0.00025909618,0.00026499864,0.000005276027,0.000021097156,0.00041410144],"genre_scores_gemma":[0.9985916,0.000029952476,0.0002520456,0.00011391731,0.0007601151,0.000016779928,0.000016157774,0.000016491533,0.00020296765],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998119,0.0003200877,0.00039935432,0.0002455365,0.00067940686,0.00023659483],"domain_scores_gemma":[0.9975622,0.0017482896,0.00020730795,0.000108235436,0.0001386931,0.00023526353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000881626,0.0001377281,0.00041743089,0.00028613996,0.00026721868,0.000017868062,0.00004972463,0.000058673508,0.000061928244],"category_scores_gemma":[0.0016248217,0.000108146225,0.00006336452,0.00032420972,0.00021470904,0.00020873563,0.00003264544,0.00089095323,9.318381e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000090714115,0.00017760832,0.8761407,0.00005900848,0.00004153069,0.000016753176,0.01261172,0.000013757478,0.00091358717,0.000039252325,0.0032087695,0.1066866],"study_design_scores_gemma":[0.0034807913,0.00209418,0.9780293,0.0007740468,0.00012350228,0.00007655627,0.0059607597,0.00038600952,0.000018987319,0.008533193,0.00040414432,0.00011851178],"about_ca_topic_score_codex":0.000037096142,"about_ca_topic_score_gemma":0.000004954468,"teacher_disagreement_score":0.10656808,"about_ca_system_score_codex":0.00030605233,"about_ca_system_score_gemma":0.000048712223,"threshold_uncertainty_score":0.4410075},"labels":[],"label_agreement":null},{"id":"W4296482276","doi":"10.1097/sla.0000000000005720","title":"Domains of Frailty Predict Loss of Independence in Older Adults After Noncardiac Surgery","year":2022,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences; National Heart, Lung, and Blood Institute; National Institute on Aging; National Institutes of Health; Johns Hopkins University","keywords":"Medicine; Activities of daily living; Retrospective cohort study; Odds ratio; Cohort; Physical therapy; Gerontology; Pediatrics; Internal medicine","score_opus":0.09250412562574029,"score_gpt":0.3133879749040682,"score_spread":0.22088384927832794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296482276","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951955,0.0019713857,0.0000085914335,0.0010376312,0.00046759832,0.00039467314,0.0004606883,0.000024453419,0.0004394706],"genre_scores_gemma":[0.9984298,0.00058850856,0.00003990881,0.00046446317,0.000080024365,0.000112261165,0.00007335167,0.0000395029,0.0001721815],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962828,0.0002457708,0.0013218154,0.00039286213,0.0012917677,0.00046495732],"domain_scores_gemma":[0.99633545,0.0018178471,0.00056574994,0.00071821216,0.00041460257,0.00014816386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020540168,0.0002303465,0.0013027469,0.00075917155,0.000027414308,0.0000029860676,0.00017097504,0.00014861103,0.00078539737],"category_scores_gemma":[0.00094213814,0.00023774,0.00064649724,0.00089455553,0.0002665423,0.00017925813,0.00021759745,0.00042725517,0.000005036444],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018201955,0.00086959155,0.9703038,0.0010405459,0.00015546568,0.00039543456,0.0010891398,0.00003465223,0.00032921848,0.000007551871,0.017671097,0.006283361],"study_design_scores_gemma":[0.00069925794,0.00010674167,0.9822205,0.0015184897,0.00003617674,0.000050537346,0.00041428333,0.000021815778,0.013709175,0.00006396218,0.0009651983,0.00019391169],"about_ca_topic_score_codex":0.0005753651,"about_ca_topic_score_gemma":0.000031033633,"teacher_disagreement_score":0.016705899,"about_ca_system_score_codex":0.00003471261,"about_ca_system_score_gemma":0.00047807005,"threshold_uncertainty_score":0.96947557},"labels":[],"label_agreement":null},{"id":"W4296636453","doi":"10.1097/sla.0000000000005718","title":"Measuring the Predictive Accuracy of Preoperative Clinical Frailty Instruments Applied to Electronic Health Data in Older Patients Having Emergency General Surgery","year":2022,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Perioperative; Brier score; Retrospective cohort study; Medical diagnosis; Frailty Index; Emergency medicine; Risk assessment; Cohort study; Cohort; Emergency department; Population; Gerontology; Surgery; Internal medicine; Statistics","score_opus":0.34990210763540786,"score_gpt":0.41319812417731705,"score_spread":0.0632960165419092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296636453","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99366194,0.0004962075,0.000033384415,0.0033672366,0.000626957,0.0012873963,0.00037104267,0.000025151565,0.00013066405],"genre_scores_gemma":[0.9964553,0.00094950444,0.00004698388,0.0016044149,0.00012705577,0.00016397718,0.00054128614,0.000041429903,0.0000700175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948745,0.0006496851,0.002024962,0.0006529304,0.0010672256,0.0007307406],"domain_scores_gemma":[0.9960465,0.0013937039,0.000840046,0.0012144165,0.00029768777,0.00020767427],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050116424,0.00024952414,0.0010693321,0.00036903223,0.00016433284,0.000007450549,0.00048870523,0.00006952198,0.00022687593],"category_scores_gemma":[0.0029781577,0.00021367689,0.00024066266,0.0008554981,0.00008878859,0.00025847877,0.00083532074,0.0006684123,0.0000042618494],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006470559,0.0011974331,0.92075366,0.00014781575,0.0002310573,0.0000031410934,0.0012609342,0.00012453839,0.00005775475,0.00001334007,0.0364511,0.03911218],"study_design_scores_gemma":[0.0005682271,0.0002519434,0.99604756,0.0002462509,0.000025861038,0.000002760566,0.00040824903,0.00020796276,0.0008562906,0.000047822887,0.0011622965,0.0001747655],"about_ca_topic_score_codex":0.00063505076,"about_ca_topic_score_gemma":0.000113517475,"teacher_disagreement_score":0.07529392,"about_ca_system_score_codex":0.00012442879,"about_ca_system_score_gemma":0.0012838776,"threshold_uncertainty_score":0.87134904},"labels":[],"label_agreement":null},{"id":"W4296711918","doi":"10.12688/wellcomeopenres.17208.2","title":"Frailty in people with rheumatoid arthritis: a systematic review of observational studies","year":2022,"lang":"en","type":"review","venue":"Wellcome Open Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Medical Research Council; Wellcome Trust","keywords":"Medicine; Checklist; Observational study; Rheumatoid arthritis; Quality of life (healthcare); Gerontology; Physical therapy; Disease; Internal medicine","score_opus":0.4711856155774076,"score_gpt":0.5020093470291688,"score_spread":0.03082373145176115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296711918","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000005644866,0.9756746,5.135748e-7,0.0008134403,0.000073620184,0.01828028,0.00011079745,0.00001940643,0.005021641],"genre_scores_gemma":[0.0000037785258,0.98335844,0.00030979715,0.0001518546,0.000027700558,0.010438685,0.0005018714,0.00010597492,0.005101922],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99049205,0.0026978583,0.0023899102,0.00084980665,0.0029086175,0.0006617395],"domain_scores_gemma":[0.99240106,0.0041970587,0.00071202544,0.0017415686,0.0007625573,0.00018571995],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010195108,0.0004837969,0.007950613,0.0007469724,0.00017227021,0.00007336811,0.0018751243,0.00015962715,0.0024513048],"category_scores_gemma":[0.007004095,0.00033525363,0.0003536605,0.0036038947,0.00027326532,0.00018733199,0.0019262824,0.0019434852,0.00021212417],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028381924,0.00025328313,0.00007756899,0.968059,0.0006524402,0.00017427972,0.00022694608,1.6729662e-7,2.6684049e-8,0.0003719707,0.008669785,0.021486137],"study_design_scores_gemma":[0.00060316286,0.0002950783,0.0000213963,0.63365644,0.00017242698,0.00027133842,0.00034220982,0.0000013980592,1.1915741e-7,0.000023242512,0.3644272,0.00018600665],"about_ca_topic_score_codex":0.00041911376,"about_ca_topic_score_gemma":0.0005537485,"teacher_disagreement_score":0.35575742,"about_ca_system_score_codex":0.0009429784,"about_ca_system_score_gemma":0.0028292725,"threshold_uncertainty_score":0.99990994},"labels":[],"label_agreement":null},{"id":"W4296737232","doi":"10.3138/ptc-2021-0098","title":"Development of an Algorithm to Screen for Frailty Using the Clinical Frailty Scale with Postoperative Patients Entering Cardiac Rehabilitation","year":2022,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University Health Network; University of British Columbia; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Medicine; Rehabilitation; Psychological intervention; Documentation; Algorithm; Physical therapy; Gerontology; Psychiatry","score_opus":0.030756122677704775,"score_gpt":0.3460809619183744,"score_spread":0.3153248392406696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296737232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933811,0.000018232215,0.0034679668,0.00086904404,0.00026684775,0.0016263056,0.00033635017,0.000013905942,0.000020244492],"genre_scores_gemma":[0.78801113,0.0000010080522,0.20923582,0.0020532275,0.00011596347,0.0002465437,0.000181285,0.00005315231,0.00010188179],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983071,0.00013555169,0.0004014634,0.00032555364,0.00060445775,0.0002258917],"domain_scores_gemma":[0.9989327,0.00017830275,0.00012504694,0.00035394428,0.00026857734,0.00014139933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028482155,0.0001566222,0.00034563438,0.0000496707,0.00031958683,0.000009590371,0.00015942422,0.00002301073,0.000046551053],"category_scores_gemma":[0.00003337675,0.00011603216,0.00007012162,0.0002290165,0.00005356569,0.00007107249,0.000056082896,0.00014696355,1.9002157e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034624205,0.0014103829,0.05019519,0.00015712951,0.00088495994,0.000004320706,0.026099833,0.002740504,0.033000104,0.000015454583,0.0065659797,0.8754637],"study_design_scores_gemma":[0.013868862,0.013795851,0.66621065,0.0004300555,0.00017250086,0.0000073430538,0.017082896,0.018520208,0.028902693,0.000038210903,0.23978926,0.0011814893],"about_ca_topic_score_codex":0.08861474,"about_ca_topic_score_gemma":0.11242703,"teacher_disagreement_score":0.87428224,"about_ca_system_score_codex":0.0005831923,"about_ca_system_score_gemma":0.0012784511,"threshold_uncertainty_score":0.91745424},"labels":[],"label_agreement":null},{"id":"W4296793566","doi":"10.1371/journal.pone.0267470","title":"A comprehensive mobility discharge assessment framework for older adults transitioning from hospital-to-home in the community—What mobility factors are critical to include? Protocol for an international e-Delphi study","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; McMaster University","funders":"McMaster University","keywords":"Delphi method; Medicine; Delphi; Protocol (science); CLARITY; Scale (ratio); Gerontology; Psychology; Family medicine; Alternative medicine; Computer science","score_opus":0.12026394112199218,"score_gpt":0.4090783428915615,"score_spread":0.2888144017695693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296793566","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7719887,0.0000025980548,0.00399552,0.0077796285,0.0001261659,0.21489933,0.0011316861,0.0000719122,0.0000044838685],"genre_scores_gemma":[0.61705196,1.6214976e-7,0.008179955,0.0011278208,0.00009690875,0.3731844,0.00032337013,0.00003301875,0.000002381683],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99639565,0.0007714676,0.00064897776,0.0006523177,0.0011165394,0.00041506274],"domain_scores_gemma":[0.9949223,0.0030647696,0.00010761096,0.0010678261,0.000601119,0.00023639773],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008970863,0.00031024576,0.0006371189,0.00014679908,0.0006229494,0.00014641922,0.00071962504,0.00009365584,0.00022184488],"category_scores_gemma":[0.0011915282,0.00026232578,0.00014161055,0.00030182255,0.000081880615,0.00041290358,0.0003416021,0.0011436165,0.0000023877801],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0069209686,0.2901105,0.36962774,0.0019525792,0.00084849354,0.000017535262,0.3276805,0.00027309055,0.001015458,0.0002881677,0.00024082833,0.0010241666],"study_design_scores_gemma":[0.0061563016,0.00863185,0.7813342,0.0013206145,0.0001280632,8.471669e-7,0.19848025,0.0014953064,0.00028494204,0.0017817967,0.00007219931,0.0003136264],"about_ca_topic_score_codex":0.00050067424,"about_ca_topic_score_gemma":0.0003940362,"teacher_disagreement_score":0.41170648,"about_ca_system_score_codex":0.00053897785,"about_ca_system_score_gemma":0.00008501165,"threshold_uncertainty_score":0.9999829},"labels":[],"label_agreement":null},{"id":"W4297019180","doi":"10.1097/md.0000000000030689","title":"Preoperative walking intervention did not appear to improve patient-reported postoperative recovery in older adults with frailty traits: Randomized trial","year":2022,"lang":"en","type":"article","venue":"Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Physical therapy; Randomization; Intervention (counseling); Quality of life (healthcare); Coaching; Activities of daily living; Surgery; Nursing","score_opus":0.013138376086459326,"score_gpt":0.27537811286808705,"score_spread":0.2622397367816277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297019180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97367215,0.0002977699,0.00073780306,0.011803415,0.0011044038,0.011007958,0.000046350196,0.000110938076,0.0012191997],"genre_scores_gemma":[0.98991823,0.000013310736,0.0005727218,0.0037588095,0.00031022073,0.0026952154,0.00028107598,0.00006901832,0.0023813706],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9952889,0.0007798481,0.0014247735,0.0008898345,0.0011251954,0.000491432],"domain_scores_gemma":[0.99809,0.0004499136,0.00042064613,0.00045387167,0.0003213488,0.00026419183],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014420815,0.00043298316,0.0015309182,0.000531911,0.00017033625,0.000019957824,0.00017671769,0.00009816667,0.0021824976],"category_scores_gemma":[0.0028024258,0.00030250155,0.00020765673,0.00082283065,0.00020220535,0.00020540335,0.0001655563,0.00081579713,0.000013185082],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.87796474,0.0009680361,0.00014997149,0.00010460307,0.00034338798,0.00039414034,0.048413433,0.00008908148,0.0022751777,0.000016246422,0.0016581747,0.06762299],"study_design_scores_gemma":[0.9551001,0.019978188,0.0038025016,0.0023519725,0.00032057703,0.00016496773,0.014011092,0.00057113834,0.0024039142,0.00001828856,0.00088722387,0.000390039],"about_ca_topic_score_codex":0.0010190386,"about_ca_topic_score_gemma":0.00031888945,"teacher_disagreement_score":0.07713534,"about_ca_system_score_codex":0.0005135283,"about_ca_system_score_gemma":0.00017758217,"threshold_uncertainty_score":0.9999427},"labels":[],"label_agreement":null},{"id":"W4297348347","doi":"10.3390/geriatrics7050104","title":"The Association between Social Vulnerability and Frailty in Community Dwelling Older People: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Social vulnerability; Tanzania; Vulnerability (computing); Gerontology; Demography; China; Environmental health; Geography; Psychological intervention; Psychiatry","score_opus":0.07309325183144447,"score_gpt":0.36205910914866785,"score_spread":0.28896585731722335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297348347","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000780433,0.9930531,0.000013025828,0.00056723494,0.0002904546,0.0055907145,0.00012965199,0.00006520957,0.00021261023],"genre_scores_gemma":[0.00006701231,0.99768955,0.00003271933,0.00015024738,0.0003043492,0.0008161133,0.00044285928,0.00006376971,0.00043335478],"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","domain_scores_codex":[0.991147,0.005290117,0.0018702477,0.0003709651,0.0008604252,0.00046124772],"domain_scores_gemma":[0.988666,0.008635734,0.0015315602,0.0009302869,0.00013011889,0.00010627679],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010366706,0.00045792994,0.004164063,0.00015422839,0.00090428814,0.00008578347,0.00047401,0.00045435765,0.00006701698],"category_scores_gemma":[0.009343321,0.00032617286,0.00053283013,0.001455567,0.000044485587,0.00006256865,0.00038342347,0.003222801,0.00002057696],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000016047456,0.000058739497,0.0004361758,0.9096719,0.0002273223,0.0000032158857,0.0007000035,3.9870997e-8,2.6307185e-9,0.000009348736,0.0012804327,0.087611206],"study_design_scores_gemma":[0.0007255873,0.00009360824,0.0027017528,0.32205728,0.014973278,0.00004634764,0.00029858082,0.0000050008407,1.761922e-8,0.00009754114,0.6584055,0.0005955137],"about_ca_topic_score_codex":0.00021342236,"about_ca_topic_score_gemma":0.0001933178,"teacher_disagreement_score":0.65712506,"about_ca_system_score_codex":0.0018858145,"about_ca_system_score_gemma":0.0004435882,"threshold_uncertainty_score":0.99991906},"labels":[],"label_agreement":null},{"id":"W4297609268","doi":"10.1002/jbm4.10679/v2/review1","title":"Review for \"Association among cognition, frailty, and falls and self‐reported incident fractures: results from the Canadian Longitudinal Study on Aging ( &lt;scp&gt;CLSA&lt;/scp&gt; )\"","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Association (psychology); Gerontology; Longitudinal study; Psychology; Clinical psychology; Medicine; Neuroscience; Pathology; Psychotherapist","score_opus":0.06706583241737925,"score_gpt":0.35282936676660603,"score_spread":0.2857635343492268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297609268","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041998312,0.57293814,0.00005931095,0.28332978,0.0054073245,0.05124079,0.021350555,0.0008116608,0.02286411],"genre_scores_gemma":[0.14746997,0.46477407,0.00078832067,0.13386567,0.0043934006,0.0057829516,0.07751861,0.0007077759,0.16469923],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99207306,0.00067144574,0.0021985078,0.0018684518,0.0022417952,0.00094671425],"domain_scores_gemma":[0.9893984,0.004547825,0.0021839978,0.0014886846,0.0016030958,0.0007780047],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00465282,0.0010615472,0.0022658047,0.00035878795,0.0010157748,0.0002784389,0.00048779778,0.00057202775,0.0007096115],"category_scores_gemma":[0.019686148,0.00081411924,0.0003620298,0.00063067087,0.00011751609,0.00020538933,0.0003279092,0.001838881,0.000028216891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027693646,0.00031128258,0.013479588,0.0035941321,0.0020231036,0.0002116325,0.001419974,8.030298e-7,0.0000016413295,0.0000044345934,0.9761064,0.0028193211],"study_design_scores_gemma":[0.00332054,0.0005585634,0.22542514,0.022942577,0.0070817573,0.00007164052,0.0003165951,0.000017168959,0.0000031333573,0.000064702675,0.739773,0.00042522795],"about_ca_topic_score_codex":0.13868192,"about_ca_topic_score_gemma":0.75288826,"teacher_disagreement_score":0.6142064,"about_ca_system_score_codex":0.0019078009,"about_ca_system_score_gemma":0.0013780565,"threshold_uncertainty_score":0.99943095},"labels":[],"label_agreement":null},{"id":"W4297609795","doi":"10.1002/jbm4.10679/v1/review1","title":"Review for \"Association among cognition, frailty, and falls and self‐reported incident fractures: results from the Canadian Longitudinal Study on Aging ( &lt;scp&gt;CLSA&lt;/scp&gt; )\"","year":2022,"lang":"en","type":"peer-review","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Cognition; Longitudinal study; Falls in older adults; Gerontology; Psychology; Demography; Medicine; Clinical psychology; Human factors and ergonomics; Poison control; Psychiatry; Environmental health","score_opus":0.06706583241737925,"score_gpt":0.35282936676660603,"score_spread":0.2857635343492268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297609795","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041998312,0.57293814,0.00005931095,0.28332978,0.0054073245,0.05124079,0.021350555,0.0008116608,0.02286411],"genre_scores_gemma":[0.14746997,0.46477407,0.00078832067,0.13386567,0.0043934006,0.0057829516,0.07751861,0.0007077759,0.16469923],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99207306,0.00067144574,0.0021985078,0.0018684518,0.0022417952,0.00094671425],"domain_scores_gemma":[0.9893984,0.004547825,0.0021839978,0.0014886846,0.0016030958,0.0007780047],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00465282,0.0010615472,0.0022658047,0.00035878795,0.0010157748,0.0002784389,0.00048779778,0.00057202775,0.0007096115],"category_scores_gemma":[0.019686148,0.00081411924,0.0003620298,0.00063067087,0.00011751609,0.00020538933,0.0003279092,0.001838881,0.000028216891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027693646,0.00031128258,0.013479588,0.0035941321,0.0020231036,0.0002116325,0.001419974,8.030298e-7,0.0000016413295,0.0000044345934,0.9761064,0.0028193211],"study_design_scores_gemma":[0.00332054,0.0005585634,0.22542514,0.022942577,0.0070817573,0.00007164052,0.0003165951,0.000017168959,0.0000031333573,0.000064702675,0.739773,0.00042522795],"about_ca_topic_score_codex":0.13868192,"about_ca_topic_score_gemma":0.75288826,"teacher_disagreement_score":0.6142064,"about_ca_system_score_codex":0.0019078009,"about_ca_system_score_gemma":0.0013780565,"threshold_uncertainty_score":0.99943095},"labels":[],"label_agreement":null},{"id":"W4297830998","doi":"10.1007/s11136-022-03224-w","title":"Publisher Correction to: Response to the discussion of the assessment of functioning","year":2022,"lang":"en","type":"erratum","venue":"Quality of Life Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Quality of Life Research; Public health; Psychology; Applied psychology; Medicine; Nursing","score_opus":0.19587752404874176,"score_gpt":0.48291123108805223,"score_spread":0.28703370703931047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297830998","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07445393,0.0006982317,0.0009065642,0.6498322,0.14920808,0.00964534,0.0003681618,0.00009845333,0.114789054],"genre_scores_gemma":[0.18365628,0.00003981771,0.00022547894,0.00046756616,0.00082927436,0.0002422361,0.0001257924,0.000060252663,0.8143533],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.985791,0.006795485,0.001149852,0.000489758,0.005344693,0.00042915638],"domain_scores_gemma":[0.99253935,0.0031016977,0.0005081701,0.0019948718,0.0016013916,0.00025450846],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.024426958,0.00019424793,0.00074643607,0.0005946334,0.00033084396,0.000041864463,0.0008992971,0.000224854,0.0011488493],"category_scores_gemma":[0.037848737,0.00009832155,0.00031646108,0.002124593,0.00031325893,0.00008104268,0.001209075,0.002924596,0.000009244251],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022220511,0.0003003248,0.007189219,0.00077040115,0.00012173261,7.715879e-7,0.0020751264,0.00009373566,0.0012021504,0.000044272594,0.98260134,0.0033788434],"study_design_scores_gemma":[0.00051583804,0.0012515545,0.40897188,0.0012213351,0.000033225246,0.000002675824,0.0061218934,0.0000894507,0.00008540568,0.000046326877,0.58155614,0.00010426264],"about_ca_topic_score_codex":0.0041195503,"about_ca_topic_score_gemma":0.0008174174,"teacher_disagreement_score":0.6995643,"about_ca_system_score_codex":0.0006454411,"about_ca_system_score_gemma":0.0036161577,"threshold_uncertainty_score":0.99976426},"labels":[],"label_agreement":null},{"id":"W4297893197","doi":"10.21203/rs.3.rs-1763887/v1","title":"Prevalence and factors associated with frailty in older adults from the Kenyan coast","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Alliance for Accelerating Excellence in Science in Africa; Medical Research Council; New Partnership for Africa's Development; Department for International Development; National Research Foundation; African Academy of Sciences; European Commission; Government of the United Kingdom; European and Developing Countries Clinical Trials Partnership; Wellcome Trust","keywords":"Kenya; Gerontology; Geography; Medicine; Environmental health; Demography; Psychology; Political science; Sociology","score_opus":0.07717051552326976,"score_gpt":0.3738156239492561,"score_spread":0.29664510842598635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297893197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889141,0.0024568806,0.0000041616195,0.0026869522,0.00013296623,0.0034335535,0.001689998,0.00009740061,0.0005840141],"genre_scores_gemma":[0.99543303,0.000713233,0.000031420976,0.000092135655,0.0001301565,0.0005055645,0.0013797745,0.00008530032,0.0016293601],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9939145,0.0012130737,0.00041229912,0.0011109315,0.0025186418,0.0008305499],"domain_scores_gemma":[0.9949099,0.002825019,0.00015501786,0.001318427,0.00049248885,0.00029918304],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015110765,0.00040292455,0.0005983688,0.00028619668,0.00029621867,0.00012503272,0.00068097835,0.00039397716,0.0017360223],"category_scores_gemma":[0.0027964164,0.00026602315,0.00010384382,0.0006494062,0.00046851917,0.00007894524,0.0020898005,0.0052531087,0.0000103111215],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037802034,0.000399728,0.9783261,0.0010753018,0.00016707405,0.00018097459,0.013929885,0.00003375047,0.000014196471,0.000007300794,0.0040973937,0.0013902795],"study_design_scores_gemma":[0.0027191227,0.0004454951,0.9786269,0.009604049,0.00005085787,0.0000030955264,0.007169943,0.00041183454,0.000055550983,0.00011814664,0.00052409596,0.00027093137],"about_ca_topic_score_codex":0.010186397,"about_ca_topic_score_gemma":0.009046758,"teacher_disagreement_score":0.008528748,"about_ca_system_score_codex":0.00073585025,"about_ca_system_score_gemma":0.000735845,"threshold_uncertainty_score":0.9999792},"labels":[],"label_agreement":null},{"id":"W4297979041","doi":"","title":"Providing more choices for those who depend on ventilators.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"General partnership; Business; Health care; Accommodation; Public relations; Foundation (evidence); Nursing; Medicine; Political science; Economic growth; Psychology; Finance; Economics","score_opus":0.04017017961952619,"score_gpt":0.29794398563822416,"score_spread":0.257773806018698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4297979041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96676093,0.0008553589,0.00012377753,0.0125764,0.0005889778,0.005082453,0.000030089264,0.00029840722,0.013683577],"genre_scores_gemma":[0.98983175,0.000018231736,0.00036674817,0.0018765607,0.00049478025,0.0009869601,0.000019832258,0.000022944227,0.006382206],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988918,0.000009596742,0.00017642163,0.00026838316,0.00023926109,0.00041456232],"domain_scores_gemma":[0.9993503,0.00007362513,0.00006527482,0.0002776397,0.000050618757,0.00018251238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019107341,0.00013423622,0.00021589441,0.00010166413,0.00006255176,0.00003146492,0.000102614336,0.000078546145,0.000009399256],"category_scores_gemma":[0.0003133599,0.00011355147,0.00009759866,0.00012284862,0.000018899527,0.00010327019,0.000012781555,0.00012651713,0.00001211135],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048120672,0.0003277223,0.0070134434,0.0001832121,0.00008566213,0.00003562664,0.0003822215,0.000010262355,0.00022296353,0.00048621677,0.01710536,0.97366613],"study_design_scores_gemma":[0.0033425526,0.000360796,0.85658526,0.00024326018,0.00015335769,0.000026262624,0.000058563448,0.00026883042,0.023557998,0.0004551368,0.114697464,0.00025048514],"about_ca_topic_score_codex":0.000007487818,"about_ca_topic_score_gemma":0.000008107241,"teacher_disagreement_score":0.9734156,"about_ca_system_score_codex":0.000076393495,"about_ca_system_score_gemma":0.000022596843,"threshold_uncertainty_score":0.46304947},"labels":[],"label_agreement":null},{"id":"W4298008076","doi":"10.14740/jocmr4806","title":"Frailty in Portuguese Older Patients From Convalescence Units: A Cross-Sectional Study","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Convalescence; Comorbidity; Anxiety; Activities of daily living; Cross-sectional study; Internal medicine; Physical therapy; Gerontology; Psychiatry","score_opus":0.36096991476000695,"score_gpt":0.5630135832546762,"score_spread":0.20204366849466926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298008076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915865,0.0005528771,0.000012253312,0.0042160386,0.0018337191,0.00092454534,0.00003163915,0.000012390489,0.00083004794],"genre_scores_gemma":[0.9958712,0.00017663317,0.000094829295,0.00066039735,0.0019702322,0.00002900546,0.000035483725,0.000033185344,0.0011290247],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98719573,0.0023801874,0.003579005,0.0004851587,0.0058084144,0.0005515336],"domain_scores_gemma":[0.98766047,0.006762127,0.0007581319,0.00057908334,0.0034831145,0.0007570486],"candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01942662,0.00019069354,0.0011338461,0.0008358366,0.00018862767,0.000020068237,0.0006991709,0.00015374341,0.0040030438],"category_scores_gemma":[0.038258884,0.00014204357,0.0001738783,0.0017145606,0.00077153614,0.00018006729,0.00046625274,0.006068992,0.0000312031],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030388243,0.004891309,0.9670031,0.000030516856,0.0001492637,0.0015211323,0.00095860113,0.000013076887,0.000030328958,0.0000063578645,0.011683137,0.010674327],"study_design_scores_gemma":[0.024588319,0.0131875,0.95462173,0.0003455974,0.000039466908,0.00009895923,0.0026362187,0.00008082882,0.000008192445,0.00024535478,0.004043306,0.00010451156],"about_ca_topic_score_codex":0.0007484463,"about_ca_topic_score_gemma":0.00008706108,"teacher_disagreement_score":0.021549495,"about_ca_system_score_codex":0.0004012987,"about_ca_system_score_gemma":0.0014668074,"threshold_uncertainty_score":0.9969074},"labels":[],"label_agreement":null},{"id":"W4298073992","doi":"","title":"Identification of Frailty and Its Risk Factors in Elderly Hospitalized Patients from Different Wards: A Cross-Sectional Study in China","year":2019,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"China; Cross-sectional study; Identification (biology); Gerontology; Medicine; Environmental health; Geography","score_opus":0.12045656673220131,"score_gpt":0.496647923440575,"score_spread":0.37619135670837367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298073992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99535245,0.00131687,0.000010153671,0.000020579899,0.000665231,0.0022400708,0.000286573,0.00001714607,0.000090909765],"genre_scores_gemma":[0.99861467,0.0010147569,0.000010005285,0.000012812545,0.000040360253,0.000051514246,0.00007929009,0.000042642587,0.00013393293],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99594563,0.00034990313,0.0016880451,0.0006299473,0.0010862557,0.0003002383],"domain_scores_gemma":[0.9973966,0.00031827882,0.0012739165,0.00049701723,0.00032641843,0.00018780358],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008274784,0.0003453892,0.0010708125,0.00094241026,0.0000731192,0.0003631819,0.0008803724,0.00016699238,0.002415257],"category_scores_gemma":[0.0008420581,0.00029187207,0.0001417025,0.00059829064,0.000076995806,0.0014266048,0.00044623227,0.0005990301,0.00000877259],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064310845,0.0022807855,0.97893685,0.00010077568,0.00020782942,0.0000075116996,0.0017806935,0.000060835195,0.014746332,0.0000014255412,0.00011238611,0.0011214723],"study_design_scores_gemma":[0.0065109,0.00014544114,0.9835117,0.00040432136,0.00006923423,9.641176e-7,0.00016887108,0.00018461539,0.008165962,0.0005654368,0.000010499294,0.00026208512],"about_ca_topic_score_codex":0.006687128,"about_ca_topic_score_gemma":0.00045590792,"teacher_disagreement_score":0.0065803695,"about_ca_system_score_codex":0.00022040702,"about_ca_system_score_gemma":0.00007786633,"threshold_uncertainty_score":0.9999533},"labels":[],"label_agreement":null},{"id":"W4299885578","doi":"","title":"Beyond polemic.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; World Wide Web; Data science; Medicine","score_opus":0.016213108599838252,"score_gpt":0.23191515223176448,"score_spread":0.21570204363192624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4299885578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5280393,0.00023864699,0.0000024977605,0.0071404,0.00014085296,0.0005083653,0.000005983184,0.00013038733,0.4637936],"genre_scores_gemma":[0.87775016,0.000033282657,0.00017818215,0.0026146052,0.00027356422,0.00033676988,0.0000130108865,0.000015718475,0.11878468],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99926597,0.000009560855,0.0001161373,0.00014751941,0.00016029376,0.00030053197],"domain_scores_gemma":[0.99952346,0.000020521598,0.000012950384,0.00024491476,0.000019689107,0.0001784774],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008184096,0.000073424504,0.00011852537,0.000038000748,0.000022088012,0.000009143855,0.00006152162,0.000049906004,0.001824347],"category_scores_gemma":[0.000054698918,0.00006460207,0.000045321434,0.000110139015,0.00003864632,0.000047781814,0.00000931297,0.0001032472,0.0005688033],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049208895,0.00005512148,0.004449277,0.0000142565195,0.000021898986,0.000032573465,0.00007314447,0.0000013072607,0.00002506093,0.000041472133,0.0693675,0.92586917],"study_design_scores_gemma":[0.0012101843,0.00002159479,0.6136505,0.000008271516,0.0000331542,0.000118218355,0.000011106645,0.00001545784,0.0009723118,0.0002286994,0.38363826,0.000092228634],"about_ca_topic_score_codex":0.000024521849,"about_ca_topic_score_gemma":0.000005999181,"teacher_disagreement_score":0.92577696,"about_ca_system_score_codex":0.000043479624,"about_ca_system_score_gemma":0.000013568357,"threshold_uncertainty_score":0.9990881},"labels":[],"label_agreement":null},{"id":"W4300610581","doi":"","title":"Abstracts of the 9th Meeting of the International Society of Geriatric Oncology, October 16-18, Montreal, Canada.","year":2008,"lang":"en","type":"other","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatric oncology; Family medicine; Oncology; Gerontology; Internal medicine; Library science; Medical physics; Cancer","score_opus":0.020072088262286146,"score_gpt":0.23710276078317283,"score_spread":0.21703067252088667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300610581","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0076552285,0.0010564514,0.0000010239766,0.0048271944,0.002678335,0.0014015887,0.00031875205,0.000019450194,0.98204195],"genre_scores_gemma":[0.22519593,0.000562101,0.00017698582,0.0005967362,0.0005626029,0.00014308718,0.00002862533,0.0001350747,0.77259886],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831903,0.000042759017,0.00051182427,0.00019304466,0.0006935377,0.00023980097],"domain_scores_gemma":[0.99806714,0.00016267136,0.0010586862,0.00049176044,0.0001538821,0.00006588783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024226542,0.00017615434,0.00046688473,0.00005531937,0.000023335193,0.0000020592024,0.0005090996,0.00025651167,0.00025657713],"category_scores_gemma":[0.00042764368,0.00010518223,0.00025840942,0.00019877085,0.00024167943,0.0000125217475,0.00015502135,0.0003109876,6.8009393e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001858552,0.000100379555,0.0049931123,0.00018309757,0.00037795914,0.0000025008364,0.00011579261,0.0000135194505,0.000031632448,0.0000025757497,0.9851374,0.009023461],"study_design_scores_gemma":[0.0010029126,0.000008905958,0.33490923,0.00021378699,0.00015711607,0.00003123323,0.000083365805,0.0000058042874,0.0010501569,0.0000064426094,0.66244596,0.000085070045],"about_ca_topic_score_codex":0.50933355,"about_ca_topic_score_gemma":0.55506796,"teacher_disagreement_score":0.32991612,"about_ca_system_score_codex":0.0004809272,"about_ca_system_score_gemma":0.0013061862,"threshold_uncertainty_score":0.49393383},"labels":[],"label_agreement":null},{"id":"W4300773475","doi":"10.1159/000526737","title":"A Regression Tree Analysis to Identify Factors Predicting Frailty: The International Mobility in Aging Study","year":2022,"lang":"en","type":"article","venue":"Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Gerontology; Medicine; Frailty syndrome; Fear of falling; Frailty Index; Poison control; Injury prevention; Environmental health","score_opus":0.07374130273364826,"score_gpt":0.39379885611398774,"score_spread":0.3200575533803395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300773475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912264,0.00007025735,0.00020019125,0.0062936908,0.0006072242,0.0006599234,0.000014973605,0.00005769703,0.0008696698],"genre_scores_gemma":[0.99816716,0.0000010225566,0.00008184875,0.0004275899,0.000065556815,0.00019231513,0.0000419195,0.000010892286,0.0010117221],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980671,0.00031127434,0.00039446953,0.00045151584,0.00050497625,0.00027068303],"domain_scores_gemma":[0.9989378,0.00029132183,0.000109498906,0.0005331366,0.00005387017,0.00007437743],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082216365,0.00013412118,0.00035985225,0.00040599974,0.00017407996,0.000017531738,0.0003949924,0.000041908548,0.0008668511],"category_scores_gemma":[0.00058626896,0.000097051605,0.00011576357,0.00070685125,0.000039606308,0.00005761949,0.0004969644,0.00045241043,0.0000070447404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000114143324,0.00046562855,0.97713256,0.00000403213,0.0004309976,0.00007740492,0.015449767,0.0004631111,0.00036256664,0.0000063930265,0.00064019626,0.0048532146],"study_design_scores_gemma":[0.00097368314,0.00027062732,0.974854,0.000008666386,0.00024737132,0.000019296514,0.020953093,0.0017001907,0.000058276466,0.00003816068,0.00080042926,0.00007623289],"about_ca_topic_score_codex":0.00248732,"about_ca_topic_score_gemma":0.017231893,"teacher_disagreement_score":0.014744573,"about_ca_system_score_codex":0.0004245097,"about_ca_system_score_gemma":0.00005040458,"threshold_uncertainty_score":0.9615801},"labels":[],"label_agreement":null},{"id":"W4301259621","doi":"10.3233/wor-210859","title":"Physical demands at work and physical activity are associated with frailty in retirement","year":2022,"lang":"en","type":"article","venue":"Work","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Demography; Gerontology; Demographics; Health and Retirement Study; Medicine; Retirement community; Physical activity; Ageing; Psychology; Physical therapy; Sociology","score_opus":0.027404581833546063,"score_gpt":0.27891304148075263,"score_spread":0.2515084596472066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301259621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99556375,0.000039611106,0.0000046619516,0.0030741692,0.000062826424,0.00034487175,0.00001059002,0.000070825394,0.0008287018],"genre_scores_gemma":[0.9967541,0.0000014556498,0.00003011196,0.00021817141,0.00012185613,0.000105207815,0.000023590694,0.000028219174,0.0027172484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864054,0.00010769181,0.00009139599,0.00035276843,0.00050450995,0.0003031192],"domain_scores_gemma":[0.9993178,0.00018596381,0.000090006615,0.00026967327,0.000023138042,0.00011337602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012298841,0.00016771408,0.00037285307,0.000046060795,0.00012418549,0.000010322396,0.00007490574,0.00004151125,0.000066598746],"category_scores_gemma":[0.00009974416,0.00014320703,0.000053866628,0.00066050957,0.00009160676,0.00003779798,0.0002105997,0.00052183203,0.000009247143],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015364621,0.0020579302,0.97358733,0.000032764023,0.00012714308,0.00024175124,0.003591,0.00017507211,0.00041350865,0.000026769876,0.011250203,0.0069600656],"study_design_scores_gemma":[0.0024880508,0.00043731803,0.994305,0.00026751703,0.000071466675,0.000004970753,0.00017908968,0.000282418,0.00043518585,0.000053796062,0.0012813135,0.00019383887],"about_ca_topic_score_codex":0.000014295021,"about_ca_topic_score_gemma":0.000073972,"teacher_disagreement_score":0.020717705,"about_ca_system_score_codex":0.00049806735,"about_ca_system_score_gemma":0.000030951003,"threshold_uncertainty_score":0.5839813},"labels":[],"label_agreement":null},{"id":"W4301935550","doi":"","title":"Animal models of frailty: current applications in clinical research","year":2016,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Current (fluid); Computer science; Gerontology; Medicine; Engineering","score_opus":0.6671374168043926,"score_gpt":0.684222989687437,"score_spread":0.017085572883044353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4301935550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97077936,0.016426101,0.0018899817,0.0017040719,0.00030882977,0.0017918446,0.000105070554,0.00003399679,0.0069607417],"genre_scores_gemma":[0.9804871,0.018034225,0.000405674,0.00006986097,0.00030300015,0.00015629176,0.00001040397,0.00005440963,0.00047901864],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99488825,0.000587173,0.0019174922,0.0006230766,0.0014227707,0.0005612281],"domain_scores_gemma":[0.99489594,0.0018497037,0.0006721261,0.001028001,0.0010840825,0.00047014595],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004557682,0.00025881937,0.0011072796,0.0012927079,0.00010937628,0.00014993211,0.0022508244,0.00019395817,0.0035498324],"category_scores_gemma":[0.0015876873,0.00018459435,0.00026802535,0.00152004,0.00057698746,0.0013660489,0.0011491162,0.0009962372,0.000044965844],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069390953,0.0016538537,0.76223296,0.00022659074,0.00012904142,0.000021117547,0.00015816864,0.000016239548,0.043793432,0.0008008167,0.0401949,0.15007897],"study_design_scores_gemma":[0.0025416962,0.00007959597,0.9416897,0.002428062,0.00006777876,0.000012775593,0.00007921815,0.00017951509,0.012211042,0.019451907,0.020984042,0.00027463265],"about_ca_topic_score_codex":0.00046472342,"about_ca_topic_score_gemma":0.00008894837,"teacher_disagreement_score":0.17945677,"about_ca_system_score_codex":0.00019349145,"about_ca_system_score_gemma":0.00054587144,"threshold_uncertainty_score":0.99736106},"labels":[],"label_agreement":null},{"id":"W4302153198","doi":"10.17615/hx1a-n364","title":"Meeting the needs of the aging population: the Canadian Network on Aging and Cancer—report on the first Network meeting, 27 April 2016","year":2020,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Amgen","keywords":"Population ageing; Gerontology; Population; Medicine; Environmental health","score_opus":0.024759461469753916,"score_gpt":0.23304919198634677,"score_spread":0.20828973051659286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302153198","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.084583536,0.0069621825,0.000018544395,0.8668283,0.001870161,0.0013255123,0.00001520406,0.00013492673,0.038261607],"genre_scores_gemma":[0.9631299,0.000059403017,0.00013758164,0.03218633,0.0030935924,0.00003056993,0.000012046606,0.000046797588,0.0013038274],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982487,0.0001626506,0.00040942992,0.00024204986,0.00045088772,0.00048631526],"domain_scores_gemma":[0.99774295,0.0010794032,0.00030998175,0.0006622153,0.00005817179,0.00014728024],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00063841307,0.00024212185,0.0002755404,0.000032779586,0.0015671845,0.0002103181,0.00043832458,0.0000838649,0.00007105599],"category_scores_gemma":[0.0006760681,0.00010518598,0.00009985967,0.0006948429,0.00036628265,0.00012509101,0.000199773,0.000531373,0.0000047658696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006845985,0.000011012833,0.5216164,0.0000952683,0.00022050327,0.0000279239,0.01386327,0.025920605,0.0000039190763,0.049520742,0.38624975,0.0024021328],"study_design_scores_gemma":[0.0009788143,0.00018868441,0.22526199,0.005497669,0.0004242288,0.00008243387,0.0046627694,0.0068090796,0.00055721647,0.011692662,0.74330914,0.000535301],"about_ca_topic_score_codex":0.05069714,"about_ca_topic_score_gemma":0.07413802,"teacher_disagreement_score":0.8785463,"about_ca_system_score_codex":0.00007668354,"about_ca_system_score_gemma":0.00038523378,"threshold_uncertainty_score":0.9997326},"labels":[],"label_agreement":null},{"id":"W4302216524","doi":"","title":"EDs are using 'GEMs' to improve elder care.","year":2008,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Specialty; Gerontological nursing; Geriatric care; Nursing; Medicine; Medical emergency; Geriatrics; Emergency department; Family medicine; Psychiatry","score_opus":0.039412718570646904,"score_gpt":0.2581842559642833,"score_spread":0.2187715373936364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302216524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983338,0.0007462435,0.00020015352,0.0012081368,0.0008506675,0.0015113137,0.000014548129,0.00015321863,0.011977735],"genre_scores_gemma":[0.9904329,0.00002170056,0.001547762,0.0016132562,0.000507138,0.00045639917,0.0000062123436,0.000037615835,0.0053769993],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988024,0.0000148411755,0.00018298067,0.00028179015,0.00024769123,0.00047028923],"domain_scores_gemma":[0.99905235,0.000020752754,0.00004915071,0.0003948732,0.0001393852,0.00034351903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000063699736,0.00014029475,0.00023086678,0.00011192751,0.00007082462,0.0000086193,0.000096436626,0.00008720469,0.000051013987],"category_scores_gemma":[0.00024943982,0.0001296144,0.00007340004,0.00022024408,0.000048280483,0.00006952454,0.000063664054,0.00015174938,0.00007359357],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041942133,0.00039479992,0.21798821,0.00046289223,0.00026704755,0.0012127446,0.008874814,0.000040791245,0.003580361,0.00003105326,0.04971684,0.71701103],"study_design_scores_gemma":[0.0016235705,0.000080855694,0.9380238,0.000052442105,0.00008161263,0.00027382292,0.00039270756,0.000026430582,0.013138203,0.000014286943,0.04602841,0.00026382774],"about_ca_topic_score_codex":0.00019250464,"about_ca_topic_score_gemma":0.00003460515,"teacher_disagreement_score":0.7200356,"about_ca_system_score_codex":0.0001544499,"about_ca_system_score_gemma":0.000049914255,"threshold_uncertainty_score":0.52855223},"labels":[],"label_agreement":null},{"id":"W4302424999","doi":"10.3138/canlivj-2022-0021","title":"A chair-stand time of greater than 15 seconds is associated with an increased risk of death and hospitalization in cirrhosis","year":2022,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Royal Alexandra Hospital; Orthopaedic Innovation Centre; University of Calgary; University of Alberta","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Cirrhosis; Hazard ratio; Internal medicine; Proportional hazards model; Grip strength; Physical therapy; Confidence interval","score_opus":0.009002381241697508,"score_gpt":0.2005318375265489,"score_spread":0.1915294562848514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302424999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984772,0.00028832018,0.0000074595464,0.00019101836,0.000023694036,0.00016349429,0.00046642296,0.000004357603,0.00037799848],"genre_scores_gemma":[0.9992194,0.000037566086,0.0000680274,0.00021356037,0.000022030155,0.0000037830998,0.000043330114,0.000019495299,0.00037278634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990287,0.00014512069,0.0002311142,0.00013266597,0.0002378602,0.0002245356],"domain_scores_gemma":[0.9990604,0.000027704315,0.00021201542,0.00012749435,0.00014938458,0.00042298052],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036384954,0.00010117789,0.0002608611,0.0004088365,0.000100671066,0.000012548966,0.00007465677,0.00005193015,0.0013955628],"category_scores_gemma":[0.000085554646,0.0000936129,0.000033598877,0.00025703164,0.000052897238,0.00011763478,0.000014279489,0.00026696152,6.963821e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011483589,0.000052264717,0.9922462,0.00002021595,0.00017158677,0.00028266586,0.0056653754,0.000021410351,0.00007555938,0.000005196052,0.001038083,0.00030657556],"study_design_scores_gemma":[0.0028372027,0.0012073983,0.99221915,0.0001873142,0.00016647742,0.00036216067,0.00068588654,0.001845219,0.00022433723,0.00003402657,0.00011980972,0.00011104615],"about_ca_topic_score_codex":0.048416805,"about_ca_topic_score_gemma":0.04523865,"teacher_disagreement_score":0.004979489,"about_ca_system_score_codex":0.00047901558,"about_ca_system_score_gemma":0.0006542666,"threshold_uncertainty_score":0.9995173},"labels":[],"label_agreement":null},{"id":"W4302763425","doi":"10.1177/2327857922111000","title":"Patient Safety Challenges in the Pandemic: Applying Human Factors Principles to Embed Patient Safety and Experience at the Clinical Front Line","year":2022,"lang":"en","type":"article","venue":"Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Toronto","funders":"","keywords":"Intervention (counseling); Pandemic; Patient safety; Public health; Health care; Construct (python library); Medicine; Variety (cybernetics); Set (abstract data type); Front line; Psychology; Gerontology; Nursing; Coronavirus disease 2019 (COVID-19); Political science; Computer science; Disease","score_opus":0.09859881565358691,"score_gpt":0.3605209378266809,"score_spread":0.26192212217309396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302763425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9913471,0.0005130694,3.0431505e-7,0.005635894,0.00042482943,0.0014845474,0.00010837495,0.000014469829,0.000471448],"genre_scores_gemma":[0.9973612,0.0010798699,0.000020992447,0.0011775603,0.000077160155,0.00017464084,0.000036939302,0.000021444852,0.000050232487],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99757564,0.00006434403,0.0010703362,0.0004853712,0.00052810577,0.00027619224],"domain_scores_gemma":[0.998759,0.0003227366,0.0004867301,0.00020811665,0.00010834901,0.000115068215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070630043,0.00023329364,0.00039013007,0.00010344904,0.00058124313,0.000034211334,0.0004729555,0.00006867983,0.00002516407],"category_scores_gemma":[0.00016490245,0.00013610064,0.00009853887,0.0000744652,0.00014361933,0.000065925655,0.000831897,0.0005964056,3.151988e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00091842486,0.00020975215,0.8190298,0.00017643209,0.000034545046,7.260747e-7,0.17357992,0.00037078452,0.00030533434,0.0013414078,0.00010684619,0.0039260047],"study_design_scores_gemma":[0.0013047149,0.001752809,0.8560557,0.00045240167,0.000013640244,0.000013844156,0.100272976,0.00016247289,0.0003761539,0.000059614158,0.03929894,0.00023675871],"about_ca_topic_score_codex":0.0006135079,"about_ca_topic_score_gemma":0.0017240113,"teacher_disagreement_score":0.07330693,"about_ca_system_score_codex":0.0012156285,"about_ca_system_score_gemma":0.00005304624,"threshold_uncertainty_score":0.55500233},"labels":[],"label_agreement":null},{"id":"W4303575325","doi":"10.1016/j.jgo.2022.09.013","title":"The development of an electronic geriatric assessment tool: Comprehensive health assessment for my plan (CHAMP)","year":2022,"lang":"en","type":"review","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; Ontario Tech University; Lakeridge Health; Health Sciences Centre; Sunnybrook Health Science Centre; University of British Columbia; Hospital for Sick Children; Regional Municipality of Durham; Toronto General Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Geriatric oncology; Usability; Geriatrics; Delphi method; MEDLINE; Health care; Family medicine; Gerontology; Cancer; Psychiatry","score_opus":0.07163650429094867,"score_gpt":0.43745167655543554,"score_spread":0.3658151722644869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303575325","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00036416407,0.9887965,0.0018321888,0.0013437486,0.0030436849,0.004119498,0.00007217183,0.000025653675,0.0004024109],"genre_scores_gemma":[0.000056014567,0.9509806,0.046432603,0.0002088939,0.0013059946,0.0003717199,0.0002580608,0.00011347629,0.00027262841],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910961,0.0015840892,0.0046067247,0.0005152921,0.0011484476,0.0010493401],"domain_scores_gemma":[0.9876864,0.0032136545,0.00747374,0.00066214,0.0005907382,0.00037333055],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004903082,0.0006505343,0.004905522,0.0008908831,0.0005233243,0.000040531104,0.0009046613,0.0004244941,0.00021654503],"category_scores_gemma":[0.00021335056,0.00043931828,0.0011043488,0.0008349755,0.00009919391,0.00010937075,0.00025445,0.0022348498,0.0000033759243],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00029549203,0.0009063617,0.0000080245445,0.0075696176,0.0014875941,0.00005969343,0.0003167123,0.000009283587,0.0000030998583,0.00017712236,0.0059956713,0.98317134],"study_design_scores_gemma":[0.0035891056,0.013343444,0.00031884576,0.00081451406,0.0014089223,0.0024114212,0.00060126605,0.00002181771,7.305786e-7,0.00011312672,0.9770463,0.00033051125],"about_ca_topic_score_codex":0.000012848587,"about_ca_topic_score_gemma":0.000056738874,"teacher_disagreement_score":0.98284084,"about_ca_system_score_codex":0.00901491,"about_ca_system_score_gemma":0.054455966,"threshold_uncertainty_score":0.99980587},"labels":[],"label_agreement":null},{"id":"W4303940660","doi":"10.1016/j.jclinepi.2022.10.002","title":"The Global Evidence Commission's report provided a wake-up call for the evidence community","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"University of Johannesburg","keywords":"Call to action; Commission; Pandemic; Global health; Coronavirus disease 2019 (COVID-19); Value (mathematics); Public relations; Political science; Medicine; Public health; Business; Computer science; Advertising; Nursing; Law; Disease; Pathology","score_opus":0.5527077198780525,"score_gpt":0.580084654338045,"score_spread":0.027376934459992563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303940660","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.122967005,0.016820224,0.013391053,0.8355903,0.008979718,0.0018309971,0.000022175434,0.00004679948,0.0003517128],"genre_scores_gemma":[0.9671783,0.002877497,0.004049825,0.020913398,0.0016355113,0.00011638632,0.0000037231314,0.000023824912,0.0032015617],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9749429,0.017302224,0.006155926,0.00030708328,0.0007093592,0.00058251247],"domain_scores_gemma":[0.4296212,0.5579134,0.007816987,0.002397536,0.0015129148,0.0007379332],"candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12675272,0.00021659097,0.0019549665,0.000031932508,0.001333038,0.000018253833,0.0016134034,0.00021462086,0.00007973518],"category_scores_gemma":[0.6716418,0.00010451284,0.0012338748,0.00025011622,0.00083638733,0.00015248048,0.0006809183,0.004270317,0.0000063047974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008199575,0.0004160059,0.4547875,0.0001251285,0.0005115336,0.00035311218,0.00021664261,0.00035364684,0.000017771332,0.0015606105,0.48126042,0.05219806],"study_design_scores_gemma":[0.0024783711,0.0063513047,0.4657561,0.00089123443,0.00057072245,0.011418072,0.00070813677,0.0030873462,0.000004913453,0.016875861,0.49169832,0.00015962095],"about_ca_topic_score_codex":0.00038570288,"about_ca_topic_score_gemma":0.00015855614,"teacher_disagreement_score":0.8442113,"about_ca_system_score_codex":0.00031463988,"about_ca_system_score_gemma":0.0015315369,"threshold_uncertainty_score":0.9999671},"labels":[],"label_agreement":null},{"id":"W4303968671","doi":"10.3389/fpubh.2022.915037","title":"A visualization analysis of hotspots and frontiers of cardiovascular diseases with frailty","year":2022,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Medicine; Frontier; Intervention (counseling); Environmental health; Geography","score_opus":0.022367748926132212,"score_gpt":0.2833573651388011,"score_spread":0.2609896162126689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303968671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8205956,0.025038755,0.14791183,0.0037533569,0.0005708847,0.0013166358,0.000489356,0.00007272509,0.00025083023],"genre_scores_gemma":[0.9915193,0.00073455466,0.006913805,0.00034754723,0.000017739994,0.00006138134,0.0002902297,0.000024828949,0.000090622736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99762464,0.00034538994,0.0005171288,0.00036804238,0.0008045611,0.0003402455],"domain_scores_gemma":[0.9987805,0.000028029219,0.00026004238,0.00051588035,0.00012995812,0.00028559368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008140676,0.00014680295,0.0011644837,0.0016021194,0.00008531945,0.0000085726215,0.00013105902,0.000045346736,0.000033419085],"category_scores_gemma":[0.00017832335,0.00013903693,0.00020870728,0.0032978733,0.00017452631,0.00012515581,0.00007514303,0.00017281064,5.2554707e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017577929,0.00037209276,0.9376172,0.00029463135,0.0041560004,0.000012704481,0.0021849584,0.0019783701,0.0000017535147,0.00010077809,0.018108753,0.034996975],"study_design_scores_gemma":[0.0029965884,0.00088013505,0.9399461,0.000055344943,0.0015221591,0.000010110034,0.0077187214,0.020944819,0.000007300146,0.000050399864,0.025681043,0.00018727382],"about_ca_topic_score_codex":0.00067400356,"about_ca_topic_score_gemma":0.000029960434,"teacher_disagreement_score":0.17092367,"about_ca_system_score_codex":0.00036384215,"about_ca_system_score_gemma":0.00068189536,"threshold_uncertainty_score":0.56697613},"labels":[],"label_agreement":null},{"id":"W4306319701","doi":"10.1093/eurheartj/ehac544.2180","title":"Frail by four different measures and new adverse events from lower blood pressure control in hypertensive older adults: a 2-year prospective study in The Irish Longitudinal Study on Ageing (TILDA)","year":2022,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Science Foundation Ireland; European Society of Cardiology","keywords":"Medicine; Blood pressure; Orthostatic vital signs; Stroke (engine); Heart failure; Polypharmacy; Adverse effect; Longitudinal study; Prospective cohort study; Internal medicine","score_opus":0.040875444005337436,"score_gpt":0.27921322090946665,"score_spread":0.23833777690412922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306319701","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99369425,0.0009129455,0.0000148977615,0.0019297213,0.00032177006,0.0028997224,0.00003859173,0.000027061868,0.00016104298],"genre_scores_gemma":[0.99801236,0.000016030477,0.000023701443,0.0011057965,0.00040376003,0.000048425285,0.000003837734,0.00006888556,0.00031718335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.994766,0.002282303,0.00055872905,0.000615065,0.0013373632,0.0004405408],"domain_scores_gemma":[0.99873084,0.00029461845,0.00018432371,0.00042735838,0.00012567369,0.00023718252],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011279918,0.0003535535,0.0006210652,0.00020791369,0.00030945305,0.000058125876,0.00030113317,0.000031581174,0.00020786279],"category_scores_gemma":[0.00046429288,0.00025144292,0.00012047265,0.00024325983,0.000039317154,0.00012882861,0.00017401572,0.0020413992,0.000014625838],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002312595,0.006122072,0.949226,0.000007705716,0.000589998,0.0073326584,0.021047546,0.000054150663,0.00011635427,1.5754831e-7,0.012891158,0.0002995651],"study_design_scores_gemma":[0.033620503,0.0052314983,0.93361175,0.00036403316,0.0005420194,0.0005479232,0.025260065,0.00003959139,0.0000047175927,0.0000075822454,0.00055259763,0.0002177008],"about_ca_topic_score_codex":0.00028896643,"about_ca_topic_score_gemma":0.00027862008,"teacher_disagreement_score":0.031307906,"about_ca_system_score_codex":0.000099018034,"about_ca_system_score_gemma":0.000073271796,"threshold_uncertainty_score":0.9999938},"labels":[],"label_agreement":null},{"id":"W4306377170","doi":"10.3390/curroncol29100612","title":"The Geriatric G8 Score Is Associated with Survival Outcomes in Older Patients with Advanced Prostate Cancer in the ADHERE Prospective Study of the Meet-URO Network","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Prospective cohort study; Internal medicine; Oncology; Gerontology; Cancer","score_opus":0.029260009153595057,"score_gpt":0.3413172290697209,"score_spread":0.31205721991612584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306377170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99028414,0.0006754426,3.4900248e-7,0.0018056207,0.0011343294,0.0058327634,0.000064049826,0.000016779515,0.00018655046],"genre_scores_gemma":[0.9976527,0.000045669913,0.0000037440664,0.00016220204,0.00004494173,0.0018561045,0.0000136994,0.00002888199,0.00019202959],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99710774,0.00089630403,0.00043201973,0.00037281032,0.0007405481,0.00045058192],"domain_scores_gemma":[0.99821705,0.000618311,0.0004496067,0.00044782087,0.0002314351,0.000035795285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006095002,0.00022796038,0.00055554195,0.00006410668,0.00025705638,0.000010151145,0.0003978821,0.00004526772,0.000045360186],"category_scores_gemma":[0.000212044,0.000099398225,0.000050397804,0.0013314661,0.00016557469,0.00004944582,0.00021025691,0.0007748059,5.2912657e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012035678,0.0037002976,0.97109926,0.000020255606,0.00015268655,0.0000141160845,0.016497316,0.0009941966,5.4745476e-7,0.00001237296,0.0009181961,0.005387171],"study_design_scores_gemma":[0.014720136,0.0039241225,0.973035,0.00012560705,0.0001367193,0.0000019488923,0.007040948,0.000041910447,0.0000018222205,0.00004123765,0.0008063082,0.0001242655],"about_ca_topic_score_codex":0.0002079204,"about_ca_topic_score_gemma":0.0195792,"teacher_disagreement_score":0.01937128,"about_ca_system_score_codex":0.000807851,"about_ca_system_score_gemma":0.00041717791,"threshold_uncertainty_score":0.9983109},"labels":[],"label_agreement":null},{"id":"W4306682001","doi":"10.1016/j.ctarc.2022.100652","title":"The impact of frailty on health outcomes in older adults with lung cancer: A systematic review","year":2022,"lang":"en","type":"review","venue":"Cancer Treatment and Research Communications","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Lung cancer; Hazard ratio; Quality of life (healthcare); Gerontology; Population; Discontinuation; Cancer; Internal medicine; Confidence interval","score_opus":0.21127210852302403,"score_gpt":0.5519309706629966,"score_spread":0.34065886213997254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306682001","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000025181063,0.9777395,1.14593355e-7,0.0076768175,0.000022383843,0.013812588,0.00038690373,0.00001717531,0.00031931186],"genre_scores_gemma":[0.0001770621,0.97228616,0.000018945508,0.00005326619,0.000013568093,0.025490956,0.0002531291,0.000050369552,0.0016565195],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9956866,0.0019896606,0.0009041077,0.00035496202,0.00059667055,0.00046802108],"domain_scores_gemma":[0.99253243,0.0034234317,0.00050309836,0.0031404463,0.00019884866,0.00020176545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011593379,0.0003800313,0.0028354626,0.00031867553,0.00059169193,0.000028986076,0.00079334085,0.000079811245,0.00011095405],"category_scores_gemma":[0.00031118013,0.00016597599,0.00040566057,0.0010269302,0.000375594,0.00003621827,0.00028617017,0.00096468464,0.0000025846955],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049607752,0.0007585539,0.0006122332,0.6379373,0.0018762143,0.0000048710904,0.0010288896,7.953628e-7,4.9994107e-9,0.000043062915,0.0021631683,0.35552529],"study_design_scores_gemma":[0.0015029168,0.0012382395,0.0004776621,0.89840263,0.0012224653,0.000019462112,0.00026340727,0.000029212457,3.991031e-8,0.000002681042,0.0966837,0.0001575851],"about_ca_topic_score_codex":0.013359131,"about_ca_topic_score_gemma":0.005689872,"teacher_disagreement_score":0.35536772,"about_ca_system_score_codex":0.004404646,"about_ca_system_score_gemma":0.0038259767,"threshold_uncertainty_score":0.99941725},"labels":[],"label_agreement":null},{"id":"W4306741906","doi":"10.3390/ijerph192013469","title":"Pre-Frailty Phenotype and Arterial Stiffness in Older Adults Free of Cardiovascular Diseases","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Arterial stiffness; Medicine; Pulse wave velocity; Subclinical infection; Internal medicine; Cardiology; Blood pressure; Physical therapy","score_opus":0.03629187016420099,"score_gpt":0.3389693682196363,"score_spread":0.3026774980554353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306741906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98648435,0.005794397,0.00002340714,0.006853937,0.00021710545,0.00028924656,0.00028288117,0.000002307886,0.000052356678],"genre_scores_gemma":[0.9973882,0.0020401094,0.0000904949,0.00015209948,0.00020245693,0.000013451639,0.00003831062,0.000011505838,0.00006341201],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99698675,0.00028908232,0.00044454745,0.00017956343,0.001822763,0.0002772887],"domain_scores_gemma":[0.9990307,0.00016116322,0.00013962112,0.00018264873,0.00008291546,0.00040293342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011909872,0.00008325696,0.00029633456,0.0003998983,0.00007860205,0.000028489772,0.00027253645,0.000026802689,0.00043898888],"category_scores_gemma":[0.00036859052,0.0000758219,0.00007659129,0.000107685955,0.00023132142,0.00018247262,0.00039648166,0.00045839982,6.963021e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0067473697,0.006510921,0.17585376,0.00036765475,0.0011659814,0.0006381721,0.0058278074,0.000053884403,0.00095736695,0.00024635746,0.0027064623,0.79892427],"study_design_scores_gemma":[0.007020543,0.0010395325,0.9787705,0.000132714,0.000008718412,0.00031971277,0.0017886972,0.000071966766,0.000018563052,0.00031020184,0.0104593085,0.000059569473],"about_ca_topic_score_codex":0.0003663494,"about_ca_topic_score_gemma":0.000021802898,"teacher_disagreement_score":0.8029167,"about_ca_system_score_codex":0.00042972167,"about_ca_system_score_gemma":0.00036542196,"threshold_uncertainty_score":0.48066205},"labels":[],"label_agreement":null},{"id":"W4306849933","doi":"10.3390/healthcare10102079","title":"The Impact of Socioeconomic Factors and Geriatric Syndromes on Frailty among Elderly People Receiving Home-Based Healthcare: A Cross-Sectional Study","year":2022,"lang":"en","type":"article","venue":"Healthcare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Naval Academy","keywords":"Medicine; Socioeconomic status; Geriatric Depression Scale; Depression (economics); Dementia; Comorbidity; Gerontology; Cross-sectional study; Activities of daily living; Context (archaeology); Geriatrics; Logistic regression; Cognition; Physical therapy; Psychiatry; Disease; Internal medicine; Population; Depressive symptoms; Environmental health","score_opus":0.04007885577398702,"score_gpt":0.35373327558711376,"score_spread":0.31365441981312675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306849933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924295,0.0009016063,0.0000014113077,0.0040663574,0.000491926,0.0016890714,0.00030788162,0.000092477705,0.000019797337],"genre_scores_gemma":[0.9991504,0.00006187432,0.000012628002,0.00015277516,0.00010321021,0.00020578475,0.000089494446,0.00005663141,0.00016719365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99710083,0.0004659333,0.0007266209,0.0005631826,0.0005826169,0.00056083815],"domain_scores_gemma":[0.9976134,0.00089078513,0.0003923131,0.00059504225,0.00017702278,0.00033148707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083998294,0.00030029827,0.0005905091,0.00025920937,0.0012290953,0.00006551815,0.00021134145,0.00012150698,0.00022823228],"category_scores_gemma":[0.00017178668,0.00022512223,0.00025132185,0.0003578199,0.00013700481,0.000086951906,0.00011231867,0.00073802104,0.0000061069645],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003956807,0.00026975325,0.99359554,0.00023658712,0.00010494667,0.00001213016,0.0028163358,0.0001988273,0.000008884247,0.000012662211,0.0003571529,0.0019915095],"study_design_scores_gemma":[0.0020904427,0.0075536566,0.9863803,0.000035131143,0.000018420042,0.000044917928,0.00334268,0.00022820031,0.000008682666,0.00007976876,0.000041726053,0.00017611313],"about_ca_topic_score_codex":0.030094795,"about_ca_topic_score_gemma":0.0057725175,"teacher_disagreement_score":0.024322277,"about_ca_system_score_codex":0.0013282733,"about_ca_system_score_gemma":0.0010226778,"threshold_uncertainty_score":0.9763639},"labels":[],"label_agreement":null},{"id":"W4306918647","doi":"10.25248/reas.e10817.2022","title":"Associação entre fragilidade e risco de quedas em pessoas idosas hospitalizadas no Nordeste do Brasil","year":2022,"lang":"pt","type":"article","venue":"Revista Eletrônica Acervo Saúde","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities; Art","score_opus":0.011824874992859299,"score_gpt":0.276254421159602,"score_spread":0.26442954616674275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306918647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83179057,0.08485897,0.00082009414,0.021929748,0.006217665,0.007464522,0.0027869174,0.0015479428,0.04258357],"genre_scores_gemma":[0.90179336,0.0028091588,0.0007598677,0.0045310385,0.0022844756,0.00046336954,0.0007201549,0.0006179631,0.0860206],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9862104,0.0019289905,0.0025561086,0.0026196477,0.0033777698,0.0033070992],"domain_scores_gemma":[0.9910667,0.0013696776,0.0016814257,0.0037751338,0.0005413885,0.0015656683],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0028628914,0.001746469,0.002784259,0.0005695495,0.0015394137,0.0008033397,0.0025684051,0.00085030944,0.017080517],"category_scores_gemma":[0.0044018663,0.001970773,0.0015180833,0.002260071,0.00039456045,0.00046778173,0.0022958226,0.0045066597,0.0034842645],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014024227,0.0047657886,0.19524935,0.004846666,0.0036163346,0.004484958,0.01671178,0.00023689496,0.0029839196,0.004895659,0.7370398,0.023766415],"study_design_scores_gemma":[0.008689028,0.0028521316,0.04798817,0.002543478,0.0023360527,0.000752144,0.0066155554,0.0012732213,0.00033407175,0.00020788303,0.92359096,0.0028173293],"about_ca_topic_score_codex":0.00056506845,"about_ca_topic_score_gemma":0.00015316014,"teacher_disagreement_score":0.18655112,"about_ca_system_score_codex":0.0054219984,"about_ca_system_score_gemma":0.0023121254,"threshold_uncertainty_score":0.99976045},"labels":[],"label_agreement":null},{"id":"W4307023651","doi":"10.1016/j.cjca.2022.08.219","title":"VALIDATION OF THE ESSENTIAL FRAILTY TOOLSET: CAN FRAILTY BE MEASURED IN THE VIRTUAL CLINIC?","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Cohen's kappa; Kappa; Internal medicine; Physical therapy; Emergency medicine; Statistics","score_opus":0.050900196423506294,"score_gpt":0.2917754969261273,"score_spread":0.24087530050262101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307023651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9664281,0.00024497267,0.00012736776,0.0264284,0.002181524,0.00035484167,0.00019652351,0.0000031436105,0.00403513],"genre_scores_gemma":[0.9972997,0.000009539724,0.000019143023,0.001708127,0.0006613633,0.000010334879,0.000020746404,0.000015008718,0.00025608923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973987,0.0010345668,0.00064117933,0.00014207234,0.00047703992,0.00030647157],"domain_scores_gemma":[0.9985264,0.00025579392,0.00035246383,0.0004325976,0.00022978139,0.00020298161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017417936,0.00012300743,0.0005008451,0.0002282992,0.00017624104,0.000011188995,0.0005736516,0.000110291985,0.00024552052],"category_scores_gemma":[0.0011956849,0.00008302904,0.00032417884,0.00035788765,0.000279039,0.000055534652,0.000041084942,0.0009341722,0.000001963001],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011895356,0.000087853296,0.47577143,0.00009198212,0.0018018546,0.0018579059,0.023435848,0.03617002,0.012607534,0.0015363483,0.4256701,0.019779602],"study_design_scores_gemma":[0.0055195987,0.0019070591,0.54488975,0.00010243364,0.0005232695,0.004905694,0.007962319,0.000028800621,0.002433792,0.00094026106,0.43049103,0.00029600883],"about_ca_topic_score_codex":0.0029569843,"about_ca_topic_score_gemma":0.009809176,"teacher_disagreement_score":0.069118306,"about_ca_system_score_codex":0.00033299334,"about_ca_system_score_gemma":0.002944015,"threshold_uncertainty_score":0.5473751},"labels":[],"label_agreement":null},{"id":"W4307024052","doi":"10.1016/s0828-282x(22)00881-9","title":"CCCN Committees/CCCN Supporters","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.018192219510094157,"score_gpt":0.24447706984127016,"score_spread":0.226284850331176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307024052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8153978,0.0025352594,0.0010404061,0.058437753,0.008869379,0.0004932603,0.00024858536,0.000031794934,0.11294576],"genre_scores_gemma":[0.99484557,0.000013867051,0.00015593853,0.0025642447,0.0009431982,0.0000048709667,0.00001946331,0.000021783211,0.0014310856],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99871016,0.00018460883,0.00037594474,0.00012060344,0.00020344747,0.0004052696],"domain_scores_gemma":[0.99853474,0.00007311518,0.00015330395,0.00025766238,0.0001601445,0.0008210233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048532613,0.00011170679,0.0005142992,0.00039859037,0.00016552568,0.000008975068,0.0002521933,0.000067376866,0.00082080107],"category_scores_gemma":[0.00018018104,0.000109542765,0.0002602191,0.00016418243,0.00016712607,0.000045228368,0.000025863403,0.0007006476,0.000024639077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010213072,0.0000046681953,0.14282009,0.000018727915,0.00045489136,0.0069902847,0.0006171519,0.0013659726,0.00032814912,0.0002045786,0.835297,0.011796368],"study_design_scores_gemma":[0.0013680689,0.00082974264,0.053917617,0.000014232745,0.00012076551,0.018706923,0.00076453807,0.000009089392,0.000036991572,0.00016697579,0.92396235,0.00010272063],"about_ca_topic_score_codex":0.00097366516,"about_ca_topic_score_gemma":0.0011433206,"teacher_disagreement_score":0.17944774,"about_ca_system_score_codex":0.00047788912,"about_ca_system_score_gemma":0.0023547302,"threshold_uncertainty_score":0.8987196},"labels":[],"label_agreement":null},{"id":"W4307054534","doi":"10.1093/pch/pxac100.036","title":"37 Accessible and Specialized COVID-19 Testing for Children and Youth with Medical Complexity","year":2022,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Population; Modalities; Family medicine; Autism; Medical emergency; Pediatrics; Disease; Psychiatry; Environmental health; Pathology","score_opus":0.06943591401587118,"score_gpt":0.34499579227210064,"score_spread":0.27555987825622946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307054534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79374474,0.013871709,0.004356386,0.17412607,0.00062951486,0.00746019,0.0030366366,0.00063769985,0.0021370428],"genre_scores_gemma":[0.9455586,0.0010111567,0.015640058,0.034332316,0.0019478712,0.00011282877,0.0012289977,0.00008860354,0.000079572834],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974043,0.00015365984,0.00046645984,0.00057868427,0.00083767186,0.00055925624],"domain_scores_gemma":[0.99742407,0.0006839365,0.00027487733,0.00027779353,0.00007411011,0.001265221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014317266,0.00022762897,0.0005601601,0.00018060587,0.0011539392,0.00004005327,0.00017434,0.00007607005,0.0001422364],"category_scores_gemma":[0.0025989825,0.00019789502,0.00004371106,0.0006320173,0.00020372502,0.000068111185,0.00028842664,0.0006441852,0.0000010940848],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066806085,0.00036437085,0.9570547,0.00074238994,0.000076136814,0.000023292821,0.0052011805,0.00001436654,4.97574e-7,0.0013039339,0.01390779,0.020643322],"study_design_scores_gemma":[0.022582693,0.0033721016,0.9627917,0.00015258334,0.0002494158,0.0014503164,0.0012677729,0.00075791444,0.000002155601,0.001325838,0.0055372203,0.0005103325],"about_ca_topic_score_codex":0.0019140183,"about_ca_topic_score_gemma":0.0003760155,"teacher_disagreement_score":0.15181385,"about_ca_system_score_codex":0.00027724454,"about_ca_system_score_gemma":0.0016705723,"threshold_uncertainty_score":0.88752836},"labels":[],"label_agreement":null},{"id":"W4307118111","doi":"10.1016/s1879-4068(22)00323-x","title":"Using real-world evidence to understand the symptom experience and concerns of older adults with cancer: Age-analysis of patient-reported outcome measures routinely collected in Alberta, Canada","year":2022,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Outcome (game theory); Cancer; Gerontology; Demography; Family medicine; Internal medicine","score_opus":0.06670302089564546,"score_gpt":0.35538822834246375,"score_spread":0.2886852074468183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307118111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962607,0.0005283938,0.00006119406,0.0022593192,0.00026352672,0.00051032455,0.000015753703,0.000002387955,0.000098392215],"genre_scores_gemma":[0.99901533,0.00012607693,0.0002908265,0.00030882045,0.000036917176,0.000015805785,0.0000015148078,0.000013781903,0.00019094723],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996931,0.0002907103,0.0014418822,0.00022867839,0.00085367955,0.00025401797],"domain_scores_gemma":[0.9962848,0.0009836162,0.0017683717,0.00025858337,0.0005451024,0.00015953062],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049613096,0.0001627478,0.0011593408,0.00069767016,0.000092467446,0.000006892615,0.00020596443,0.000046802597,0.00016788467],"category_scores_gemma":[0.00067088165,0.000112689,0.000103711434,0.0032173523,0.00013325608,0.00007091103,0.0000944732,0.00032959765,1.83328e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038621596,0.00019351816,0.9465356,0.00007439701,0.001424112,0.0006561748,0.031290226,0.013522893,0.00069966394,0.0000076100887,0.00067496806,0.0010586742],"study_design_scores_gemma":[0.0041824263,0.0019553772,0.968192,0.00032759694,0.0032492725,0.00036412632,0.019797565,0.0010610434,0.00032001262,0.0000029632029,0.00036986035,0.00017775812],"about_ca_topic_score_codex":0.78404003,"about_ca_topic_score_gemma":0.9079825,"teacher_disagreement_score":0.12394252,"about_ca_system_score_codex":0.0021198252,"about_ca_system_score_gemma":0.0036977916,"threshold_uncertainty_score":0.65597236},"labels":[],"label_agreement":null},{"id":"W4307136158","doi":"10.1186/s12877-022-03466-w","title":"International depiction of the cost of functional independence limitations among older adults living in the community: a systematic review and cost-of-impairment study","year":2022,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vancouver Coastal Health; British Columbia Centre of Excellence for Women's Health; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Russian Science Foundation; Michael Smith Health Research BC","keywords":"CINAHL; Medicine; Gerontology; Quality of life (healthcare); MEDLINE; Systematic review; Checklist; Health care; Activities of daily living; Cochrane Library; Independent living; Meta-analysis; Physical therapy; Psychology; Psychiatry; Nursing; Psychological intervention","score_opus":0.10104253916446705,"score_gpt":0.3331645712731398,"score_spread":0.23212203210867277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307136158","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023332124,0.9796267,0.00017079443,0.00005256448,0.00051235815,0.017004577,0.00010154312,0.000012417693,0.0001858067],"genre_scores_gemma":[0.040528044,0.95707947,0.00007126354,0.00004850845,0.000037731577,0.0020459697,0.00008622849,0.000026264393,0.00007651467],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99454826,0.0024250348,0.001608842,0.00021290036,0.0010743644,0.00013060613],"domain_scores_gemma":[0.99283713,0.0042912876,0.0016956909,0.0008375945,0.0003018817,0.000036404515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032795088,0.00025078864,0.0015048583,0.00030598138,0.00011490057,0.00001425088,0.00057421706,0.00011470092,0.00006923801],"category_scores_gemma":[0.0049616005,0.00015519318,0.00030883454,0.0010314077,0.00008967066,0.000077078126,0.00036973297,0.00089389045,0.0000010565869],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016142265,0.0018954003,0.01525034,0.96319246,0.00036126003,0.0000027080168,0.0052606934,0.000021670889,5.0837848e-8,0.000023396778,0.00022400108,0.01375188],"study_design_scores_gemma":[0.0019194512,0.00066746154,0.18388444,0.77641815,0.013861488,0.00029878944,0.017946878,0.00015664143,1.4655132e-7,0.000007112498,0.004485773,0.00035365557],"about_ca_topic_score_codex":0.00025169225,"about_ca_topic_score_gemma":0.00054413854,"teacher_disagreement_score":0.1867743,"about_ca_system_score_codex":0.00024488947,"about_ca_system_score_gemma":0.00037271518,"threshold_uncertainty_score":0.6328594},"labels":[],"label_agreement":null},{"id":"W4307244644","doi":"10.1093/ageing/afac218.159","title":"186 FRAILTY IN HOSPITALISED OLDER ADULTS AND THEIR SPOUSES: A CROSS-SECTIONAL STUDY","year":2022,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spouse; Medicine; Gerontology; Context (archaeology); Geriatric Depression Scale; Marital status; Geriatrics; Population; Cognition; Psychiatry; Depressive symptoms","score_opus":0.018609725637596237,"score_gpt":0.28230063013008605,"score_spread":0.26369090449248983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307244644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9981417,0.0004011145,0.000008188103,0.00016868154,0.00011193511,0.0006438018,0.00001733648,0.000052226125,0.0004549945],"genre_scores_gemma":[0.9985193,0.000015606654,0.000036262394,0.0004387568,0.00009032177,0.00008692542,0.000022167065,0.000020724077,0.000769921],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894106,0.000054944885,0.0002300061,0.00036014023,0.00020466138,0.00020920887],"domain_scores_gemma":[0.9995824,0.00009198453,0.00004507604,0.00017705202,0.000023899769,0.00007958515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022707424,0.00014050395,0.00021010952,0.00010859295,0.00021786895,0.000059139864,0.000064376305,0.000037303016,0.00017496453],"category_scores_gemma":[0.00007485968,0.00012149092,0.00003521223,0.00017502956,0.00005822326,0.000113416034,0.00018193177,0.0003170323,0.000002328299],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017464341,0.00046468186,0.96595025,0.00006768385,0.000043207703,0.0067585465,0.01825019,0.00001033143,0.0004082157,0.000008668631,0.00015158665,0.007712013],"study_design_scores_gemma":[0.004777535,0.00045895964,0.98744136,0.00008747965,0.000009196038,0.000106661544,0.0061856825,0.00017241847,0.000031032196,0.000061983585,0.0005344333,0.00013324698],"about_ca_topic_score_codex":0.00073778734,"about_ca_topic_score_gemma":0.00022980463,"teacher_disagreement_score":0.021491138,"about_ca_system_score_codex":0.00004722515,"about_ca_system_score_gemma":0.000023704213,"threshold_uncertainty_score":0.4954256},"labels":[],"label_agreement":null},{"id":"W4307283821","doi":"10.1186/s12916-022-02596-7","title":"Relationship of body mass index with frailty and all-cause mortality among middle-aged and older adults","year":2022,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":209,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"National Institute on Aging; Max-Planck-Gesellschaft; European Commission","keywords":"Medicine; National Health and Nutrition Examination Survey; Body mass index; Overweight; Gerontology; Demography; Obesity; Marital status; Population; Internal medicine; Environmental health","score_opus":0.07113989793713679,"score_gpt":0.30526683541989347,"score_spread":0.23412693748275668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307283821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954725,0.0007961284,0.00048485363,0.0010237034,0.00011523068,0.00095156813,0.00002524328,0.000069063586,0.0010617459],"genre_scores_gemma":[0.99730676,0.00003925079,0.0006055805,0.00034110033,0.00011984471,0.00008757839,0.000115961295,0.000037754053,0.0013461899],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99778,0.0001708608,0.0005035956,0.00047519724,0.000799588,0.00027070454],"domain_scores_gemma":[0.99831843,0.0004704395,0.00023835598,0.0005829737,0.00009598243,0.00029383323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067873625,0.00023705023,0.00052167766,0.00019503084,0.00013637978,0.0000056532754,0.000103412916,0.00009155597,0.00043987946],"category_scores_gemma":[0.00064750516,0.00018070544,0.00003170601,0.0003336618,0.0005689902,0.00010270477,0.00010541775,0.0005383485,0.000001129459],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058099226,0.000108109314,0.9940525,0.0006256055,0.00023588445,0.00008723685,0.0024929333,0.000012077376,0.0002928971,0.00011371403,0.001238096,0.00015992709],"study_design_scores_gemma":[0.0099625485,0.0009539914,0.9828365,0.0007091763,0.00074092054,0.00015849694,0.0032058535,0.00091837125,0.00007777015,0.00011728305,0.00014584088,0.00017325087],"about_ca_topic_score_codex":0.0007071466,"about_ca_topic_score_gemma":0.00059203355,"teacher_disagreement_score":0.0112160295,"about_ca_system_score_codex":0.000059158534,"about_ca_system_score_gemma":0.00009576773,"threshold_uncertainty_score":0.7368954},"labels":[],"label_agreement":null},{"id":"W4307348795","doi":"10.18621/eurj.1073632","title":"The role of frailty score in early surgical treatment of elderly cholecystitis patients","year":2022,"lang":"en","type":"article","venue":"The European Research Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cholecystitis; Life expectancy; Acute cholecystitis; Acute pancreatitis; Pancreatitis; Intensive care medicine; General surgery; Internal medicine; Cholecystectomy; Gallbladder; Population","score_opus":0.06542506129751854,"score_gpt":0.3466019781443918,"score_spread":0.2811769168468733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307348795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748081,0.001291683,6.503056e-7,0.0014156899,0.00009355624,0.0004126418,0.000023351366,0.0000056932263,0.021948664],"genre_scores_gemma":[0.99665964,0.0005613723,0.000015083807,0.000009033594,0.00017386823,0.000010789079,0.0000049789246,0.000027490432,0.0025377728],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9944275,0.0029777037,0.00048645597,0.00014445747,0.0015272087,0.00043664628],"domain_scores_gemma":[0.99838287,0.0005385706,0.00015063785,0.0004419679,0.00033551,0.00015047299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003586797,0.000102226484,0.00021808337,0.00019396958,0.00050105195,0.000036551053,0.0005413429,0.000015262473,0.00020364067],"category_scores_gemma":[0.00033972596,0.000054512588,0.00012707592,0.00046890456,0.0003763697,0.000046639194,0.00025077976,0.00097776,0.000025188941],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002625445,0.0021729232,0.28132847,0.000024274725,0.00022256047,0.0015545145,0.009128808,0.00008894609,0.0016045461,0.00031302936,0.0034090271,0.69752747],"study_design_scores_gemma":[0.008849637,0.010211671,0.83716786,0.00017865965,0.000026985186,0.0006258447,0.0020065538,0.000069764064,0.0014153089,0.00065764575,0.1386895,0.000100539575],"about_ca_topic_score_codex":0.00021553341,"about_ca_topic_score_gemma":0.000030095676,"teacher_disagreement_score":0.6974269,"about_ca_system_score_codex":0.0002404307,"about_ca_system_score_gemma":0.00018440046,"threshold_uncertainty_score":0.42479345},"labels":[],"label_agreement":null},{"id":"W4307386074","doi":"10.1093/ageing/afac218.023","title":"30 THE DIAGNOSTIC AND PREDICTIVE ACCURACY OF THE EDMONTON FRAIL SCALE FOR SCREENING FRAILTY IN OLDER ADULTS: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2022,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; CINAHL; MEDLINE; Cochrane Library; Frailty syndrome; Gerontology; Systematic review; Internal medicine; Frailty Index; Psychological intervention; Psychiatry","score_opus":0.06820871274634731,"score_gpt":0.33913580770800544,"score_spread":0.2709270949616581,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307386074","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000095741976,0.99038005,0.00017180249,0.0004750265,0.000019827114,0.00855933,0.00023731618,0.000012601339,0.000048290793],"genre_scores_gemma":[0.0020237935,0.9943093,0.00011804208,0.00059551455,0.000030939904,0.002522529,0.00007840151,0.000039775154,0.00028169475],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9970822,0.0006222881,0.001122632,0.000549785,0.00036841806,0.00025471015],"domain_scores_gemma":[0.9910594,0.00719894,0.0008632357,0.0007341834,0.00006185977,0.0000823491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011731761,0.0004311191,0.005079059,0.0001620099,0.00020330565,0.000046220895,0.00025821925,0.00013000298,0.000110537614],"category_scores_gemma":[0.0054737804,0.00020527311,0.0010967121,0.0007258527,0.00014336419,0.000101082864,0.00032783972,0.00054370356,3.4809838e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061115456,0.00004379971,0.000027517062,0.93248004,0.023851711,0.00018131011,0.0015031556,0.0000011356561,5.3856116e-8,0.0000037573434,0.00017306447,0.041728318],"study_design_scores_gemma":[0.0005301212,0.000086819404,0.0010801931,0.21297324,0.76952964,0.000070573566,0.00052112597,0.00008760747,1.5858339e-7,0.000015094982,0.0148646375,0.00024076503],"about_ca_topic_score_codex":0.00021447332,"about_ca_topic_score_gemma":0.00019439527,"teacher_disagreement_score":0.74567795,"about_ca_system_score_codex":0.000038239905,"about_ca_system_score_gemma":0.000051262894,"threshold_uncertainty_score":0.83707947},"labels":[],"label_agreement":null},{"id":"W4307930314","doi":"10.1371/journal.pone.0272289","title":"Frailty does not cause all frail symptoms: United States Health and Retirement Study","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"Taipei Veterans General Hospital","keywords":"Gerontology; Health and Retirement Study; Medicine; MEDLINE; Biology","score_opus":0.09936634084544298,"score_gpt":0.31427821855782756,"score_spread":0.21491187771238457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307930314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9763156,0.0003229981,0.0000026389243,0.02107341,0.00007918936,0.001701197,0.00018966175,0.00020220192,0.00011310512],"genre_scores_gemma":[0.98342663,0.0002910361,0.00040866272,0.011397459,0.00008976578,0.00027212454,0.00046866547,0.00005434266,0.003591313],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99734443,0.00024033789,0.0004265558,0.00046550902,0.0011003643,0.00042280878],"domain_scores_gemma":[0.99864,0.00014794586,0.00013971319,0.0005716282,0.00011644729,0.00038423986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000423255,0.00021753354,0.00049475254,0.00022401912,0.0002513809,0.000026660735,0.00014417183,0.000034518413,0.0006411673],"category_scores_gemma":[0.00018849508,0.0001813074,0.000032760556,0.00031196576,0.0000736971,0.000058026795,0.00029884218,0.00047640086,0.000020593408],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027222887,0.07732562,0.74328184,0.002779902,0.009161766,0.000806115,0.11725573,0.000063778614,0.00923543,0.0001987287,0.031839043,0.005329757],"study_design_scores_gemma":[0.080351196,0.13033397,0.46070015,0.0037352673,0.0064304355,0.00015817696,0.16936024,0.011057998,0.029328028,0.0012717298,0.1028368,0.0044360026],"about_ca_topic_score_codex":0.0010146314,"about_ca_topic_score_gemma":0.00020137544,"teacher_disagreement_score":0.2825817,"about_ca_system_score_codex":0.00033029908,"about_ca_system_score_gemma":0.0001339756,"threshold_uncertainty_score":0.73935014},"labels":[],"label_agreement":null},{"id":"W4307947741","doi":"10.3390/healthcare10112160","title":"The Implementation of a Geriatrics Co-Management Model of Care Reduces Hospital Length of Stay","year":2022,"lang":"en","type":"article","venue":"Healthcare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Geriatrics; Geriatric care; Emergency medicine; Nursing","score_opus":0.022739897438441795,"score_gpt":0.352754718442559,"score_spread":0.3300148210041172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307947741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99189174,0.0020038846,0.000024263643,0.003935067,0.00016805502,0.0009963764,0.0005882906,0.000014374279,0.00037796],"genre_scores_gemma":[0.99832255,0.00051839516,0.00074058794,0.00006529811,0.000023384973,0.00007968121,0.000132232,0.000015192532,0.000102684346],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9985702,0.000073248695,0.00046954185,0.00015047997,0.0005617719,0.00017473659],"domain_scores_gemma":[0.99900985,0.0000466475,0.00031482262,0.0003160862,0.00026158092,0.000051017145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021423565,0.0000810505,0.00022342887,0.00008891252,0.00011601546,0.0000020666348,0.00013297296,0.000023620812,0.000036565096],"category_scores_gemma":[0.000016028136,0.00006788102,0.000073126845,0.00021263791,0.000051293886,0.000027397577,0.00009346734,0.00012553742,3.4418238e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015463522,0.0009424711,0.1614771,0.020368358,0.0008757195,0.00003376639,0.22807904,0.002739498,0.0036075078,0.016257081,0.022157399,0.5419157],"study_design_scores_gemma":[0.007245387,0.009284127,0.09510688,0.00031085702,0.0004341595,0.00001130764,0.8347858,0.0021003115,0.044103187,0.0007978635,0.005433446,0.0003866523],"about_ca_topic_score_codex":0.0006167165,"about_ca_topic_score_gemma":0.00012468768,"teacher_disagreement_score":0.6067068,"about_ca_system_score_codex":0.00017168152,"about_ca_system_score_gemma":0.00023208986,"threshold_uncertainty_score":0.27681074},"labels":[],"label_agreement":null},{"id":"W4308267297","doi":"10.1186/s12877-022-03531-4","title":"Enhanced Telehealth Home-Monitoring Intervention for Vulnerable and Frail Patients after Cardiac Surgery (THE-FACS Pilot Intervention Study)","year":2022,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of New Brunswick; Horizon Health Network; Dalhousie University; Saint John Regional Hospital","funders":"Canadian Frailty Network; Fondation de la recherche en santé du Nouveau-Brunswick","keywords":"Medicine; Cardiac surgery; Telehealth; Intervention (counseling); Rehabilitation; Physical therapy; Internal medicine; Surgery; Telemedicine; Health care; Nursing","score_opus":0.028361555048150973,"score_gpt":0.29495227729920853,"score_spread":0.26659072225105757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308267297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99051,0.0010812229,0.002133275,0.000107658314,0.00367361,0.0022761815,0.00012269881,0.00007500135,0.000020344323],"genre_scores_gemma":[0.9962943,0.000062240906,0.00037483446,0.000031495132,0.00048057153,0.0016975481,0.00014998132,0.00004958858,0.00085944345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976503,0.00044769573,0.0006212424,0.00042346967,0.0004915048,0.00036576999],"domain_scores_gemma":[0.99850976,0.00053042197,0.00027370092,0.0003763262,0.0001974064,0.000112367445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001678204,0.00020428322,0.00043650126,0.00023176734,0.00039738818,0.0000566736,0.0001119104,0.00004487235,0.0000870083],"category_scores_gemma":[0.00049854367,0.0001858624,0.00028881544,0.00041672343,0.000026726904,0.0001407169,0.00021672035,0.00034455012,0.0000058953783],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015789929,0.0020951724,0.93785775,0.0009712387,0.00012772693,0.0000038032606,0.0011932264,0.000018046325,0.000073218434,0.000003858888,0.004122919,0.051954024],"study_design_scores_gemma":[0.004974317,0.003955679,0.9813382,0.00012925571,0.00032500806,0.000003167385,0.002974864,0.000069307134,0.00044974018,0.00007606202,0.005415716,0.00028869914],"about_ca_topic_score_codex":0.000184796,"about_ca_topic_score_gemma":0.000041229552,"teacher_disagreement_score":0.051665325,"about_ca_system_score_codex":0.00031399468,"about_ca_system_score_gemma":0.00007117382,"threshold_uncertainty_score":0.7579249},"labels":[],"label_agreement":null},{"id":"W4308426661","doi":"10.1016/s2666-7568(22)00200-8","title":"WHO working definition of vitality capacity for healthy longevity monitoring","year":2022,"lang":"en","type":"review","venue":"The Lancet Healthy Longevity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":206,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"Vrije Universiteit Brussel; World Health Organization","keywords":"Vitality; Longevity; Mental capacity; Function (biology); Psychology; Gerontology; Cognitive psychology; Medicine; Biology","score_opus":0.4003320150497466,"score_gpt":0.42814892950121225,"score_spread":0.02781691445146567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308426661","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020813416,0.98348826,0.00024195947,0.002983821,0.0021774163,0.0065452596,0.0009780761,0.00023931259,0.0012645451],"genre_scores_gemma":[0.0014481008,0.98866665,0.003574736,0.00081899704,0.0036158673,0.0012307488,0.00042657348,0.00015992233,0.000058384358],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9930012,0.0016165286,0.0019192403,0.001057924,0.0010608882,0.0013441971],"domain_scores_gemma":[0.9919051,0.003191582,0.0018701014,0.0024190305,0.00019415967,0.00042004426],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005644562,0.0008253032,0.005630223,0.00023110314,0.00071313215,0.00004251461,0.00087275176,0.0005518968,0.00010561089],"category_scores_gemma":[0.0015290206,0.0006358635,0.0011582158,0.000897384,0.0003319358,0.00012929931,0.00035885806,0.0026948752,0.000021459136],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007588693,0.00036844795,0.0014668787,0.12464896,0.0002952365,0.000011963733,0.00036685867,0.0000011165481,4.3116253e-7,0.0005895752,0.0017729772,0.8697187],"study_design_scores_gemma":[0.0017292224,0.0009634347,0.0023097238,0.015795842,0.0013364023,0.0001639379,0.000051456514,0.000008756448,0.000003818802,0.00080591644,0.97629535,0.00053616415],"about_ca_topic_score_codex":0.00072141935,"about_ca_topic_score_gemma":0.0001875314,"teacher_disagreement_score":0.97452235,"about_ca_system_score_codex":0.001740835,"about_ca_system_score_gemma":0.0011486824,"threshold_uncertainty_score":0.9996093},"labels":[],"label_agreement":null},{"id":"W4308512152","doi":"10.5334/ijic.icic22285","title":"Co-Designing An Integrated Transitional Care Model To Address Alternate Level Of Care And Promote Aging In Place An Experienced Based Co-Design","year":2022,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; Grace (Canada)","funders":"","keywords":"Field (mathematics); Computer science","score_opus":0.0657969426155103,"score_gpt":0.3565594175205504,"score_spread":0.29076247490504015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308512152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9538564,0.00055349816,0.04196688,0.00047873452,0.00033327128,0.00066336466,0.0019018387,0.000040073104,0.00020595055],"genre_scores_gemma":[0.97516984,0.000014735203,0.022882728,0.0005130566,0.00008839413,0.000062345265,0.0011741748,0.0000582411,0.000036484023],"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","domain_scores_codex":[0.99651474,0.00036527647,0.00092003436,0.000427414,0.001469285,0.00030325368],"domain_scores_gemma":[0.9957298,0.000105179155,0.00040071487,0.00022900895,0.0032083609,0.0003269348],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041055825,0.00034176427,0.00056328013,0.0010966886,0.000117739444,0.00008010574,0.00066967035,0.00010839686,0.00020726243],"category_scores_gemma":[0.00017657773,0.00031756848,0.00014978967,0.00035922858,0.00010812888,0.00047044543,0.000038519123,0.0009243465,8.3396566e-7],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009372196,0.0005016322,0.006418177,0.00023623301,0.00029757948,0.0017052984,0.22405764,0.5107274,0.2156855,0.000060039656,0.0004342243,0.030504087],"study_design_scores_gemma":[0.012232491,0.006789549,0.0015878774,0.003333134,0.00013563319,0.0013053233,0.50361663,0.106650576,0.3630426,0.00004732771,0.00053059036,0.00072824856],"about_ca_topic_score_codex":0.00054864486,"about_ca_topic_score_gemma":0.00026990075,"teacher_disagreement_score":0.4040768,"about_ca_system_score_codex":0.0019026855,"about_ca_system_score_gemma":0.0018086568,"threshold_uncertainty_score":0.99992764},"labels":[],"label_agreement":null},{"id":"W4308531564","doi":"10.1016/j.ejso.2022.11.011","title":"The association between perioperative frailty and ability to complete a web-based geriatric assessment among older adults with cancer","year":2022,"lang":"en","type":"article","venue":"European Journal of Surgical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"National Cancer Institute; Office of the Director; National Institutes of Health","keywords":"Medicine; Geriatric oncology; Perioperative; Cancer; Geriatrics; Physical therapy; Gerontology; Internal medicine; Surgery; Psychiatry","score_opus":0.02169154298829559,"score_gpt":0.3103168543768218,"score_spread":0.28862531138852626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308531564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9679993,0.00017489072,0.00009641375,0.025039423,0.00026694633,0.00052587845,0.000049671384,0.000016024069,0.0058314605],"genre_scores_gemma":[0.9975849,0.00009317542,0.000824366,0.00058832276,0.00040887206,0.000026118336,0.000008000156,0.000026747482,0.00043951653],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959518,0.0022109915,0.0006364866,0.00024356582,0.0006592091,0.00029794927],"domain_scores_gemma":[0.9972816,0.0012152183,0.000583528,0.00016871419,0.00043482688,0.00031608122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002867506,0.00016230613,0.0005319269,0.00009864972,0.00038410912,0.000038552604,0.00019165289,0.000034059896,0.00039123665],"category_scores_gemma":[0.00013756617,0.00010011553,0.000105107356,0.0003017926,0.00014210258,0.00006379452,0.00013443644,0.0009566759,0.0000045668494],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035759378,0.00054090546,0.89550894,0.000055714132,0.00046862403,0.0025078699,0.0027285682,0.0009370102,0.00024547154,0.000025984482,0.0056998516,0.08770514],"study_design_scores_gemma":[0.008077355,0.0041296915,0.6854995,0.000061325954,0.0001369751,0.00013448996,0.00041673536,0.00015863223,0.0000062694157,8.7380215e-7,0.30128425,0.00009389521],"about_ca_topic_score_codex":0.000029671643,"about_ca_topic_score_gemma":0.000057551526,"teacher_disagreement_score":0.29558438,"about_ca_system_score_codex":0.0012543609,"about_ca_system_score_gemma":0.0006123103,"threshold_uncertainty_score":0.4283767},"labels":[],"label_agreement":null},{"id":"W4308706069","doi":"10.1371/journal.pone.0277222","title":"Pathways to reduced overnight hospitalizations in older adults: Evaluating 62 physical, behavioral, and psychosocial factors","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC; University of Michigan","keywords":"Psychosocial; Gerontology; Medicine; Physical activity; Young adult; Physical therapy; Psychiatry","score_opus":0.06830115391672366,"score_gpt":0.32574989689505024,"score_spread":0.2574487429783266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308706069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965948,0.00006732883,0.0000037226764,0.0015084436,0.000089212415,0.0012753888,0.00012772939,0.00009375393,0.00023963804],"genre_scores_gemma":[0.99811906,0.000009485623,0.0006209947,0.0002591493,0.0001517811,0.00036484003,0.00014596255,0.000046152854,0.00028255847],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99819726,0.00007939343,0.00025954712,0.00040328372,0.00077953795,0.00028096285],"domain_scores_gemma":[0.9993109,0.00006388195,0.00007798597,0.00028172857,0.00010166482,0.00016383009],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010651785,0.00016776667,0.0003362307,0.00014172519,0.00019547963,0.000023432716,0.00010548266,0.000045519173,0.00035352915],"category_scores_gemma":[0.00025135712,0.0001775903,0.000050498526,0.00046967884,0.000037101716,0.00009154892,0.00012965174,0.00030306252,0.00001419506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061339483,0.04637578,0.39342377,0.00057182746,0.00035552593,0.000088290115,0.23475285,0.000053694996,0.31008324,0.00022662114,0.0069491565,0.006505844],"study_design_scores_gemma":[0.010595225,0.0060590985,0.93842864,0.0018768521,0.00073214783,0.000008149463,0.016163455,0.0029998512,0.021717878,0.00026932737,0.00017121392,0.000978139],"about_ca_topic_score_codex":0.00014280084,"about_ca_topic_score_gemma":0.000033849057,"teacher_disagreement_score":0.5450049,"about_ca_system_score_codex":0.00023081694,"about_ca_system_score_gemma":0.00008247336,"threshold_uncertainty_score":0.7241922},"labels":[],"label_agreement":null},{"id":"W4308736447","doi":"10.1016/j.urolonc.2022.10.008","title":"A comprehensive assessment of frailty status on surgical, functional and oncologic outcomes in patients treated with partial nephrectomy—A large, retrospective, single-center study","year":2022,"lang":"en","type":"article","venue":"Urologic Oncology Seminars and Original Investigations","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Nephrectomy; Medicine; Center (category theory); Retrospective cohort study; Single Center; General surgery; Surgery; Internal medicine; Kidney","score_opus":0.04271215697743528,"score_gpt":0.3272179421273574,"score_spread":0.2845057851499221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308736447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960873,0.00004709324,0.0000033189676,0.0011053638,0.00011956528,0.0014920098,0.00015837954,0.000043053133,0.0009439097],"genre_scores_gemma":[0.99585766,0.000021911457,0.0023274363,0.00089035276,0.000022762322,0.0004477589,0.00020813927,0.000014400803,0.00020957604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978112,0.00044365218,0.000426701,0.0005282852,0.0004150666,0.00037508225],"domain_scores_gemma":[0.998747,0.00047687467,0.00024624658,0.00019667025,0.00013400598,0.00019919305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023012214,0.0002520304,0.0006877303,0.00026316856,0.00028566216,0.000012553354,0.00006434343,0.00011473292,0.00022559128],"category_scores_gemma":[0.0000926737,0.00019171454,0.00004447117,0.00040968167,0.000491307,0.00007234851,0.00013291596,0.00063455076,0.0000012102519],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012240134,0.008883787,0.9876363,0.000014191241,0.00014706615,0.00025879013,0.00036879597,0.00016902985,0.00002278548,0.00055146334,0.000488454,0.00023526774],"study_design_scores_gemma":[0.013184471,0.04199631,0.8370037,0.000018105491,0.00013988506,0.00008601766,0.00076525356,0.00023293287,0.000006997202,0.00011729562,0.10630053,0.00014846334],"about_ca_topic_score_codex":0.00009679185,"about_ca_topic_score_gemma":0.000115818664,"teacher_disagreement_score":0.15063262,"about_ca_system_score_codex":0.00055794226,"about_ca_system_score_gemma":0.0002637917,"threshold_uncertainty_score":0.7817892},"labels":[],"label_agreement":null},{"id":"W4308767359","doi":"10.1093/ageing/afac246","title":"Frailty change based on minimally important difference in nursing home residents: FIRST cohort study findings.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Confidence interval; Frailty Index; Prospective cohort study; Odds ratio; Cohort; Cohort study; Gerontology; Population; Nursing homes; Malnutrition; Demography; Internal medicine; Nursing","score_opus":0.04379815014782385,"score_gpt":0.2827116419080579,"score_spread":0.23891349176023408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308767359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882151,0.00011813648,0.0000024021472,0.004260411,0.0005401318,0.005242521,0.00004761573,0.00011365175,0.0014600427],"genre_scores_gemma":[0.98638356,0.000010249124,0.000036602993,0.0011132224,0.00012879174,0.0112243155,0.000060740273,0.000049249935,0.0009932827],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968897,0.00013355532,0.000527867,0.0006508882,0.0011031977,0.0006947718],"domain_scores_gemma":[0.99878335,0.00017317696,0.00013075073,0.0006356308,0.000043187272,0.00023391048],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000895407,0.00025906754,0.00048139336,0.0004339552,0.00019423988,0.000034075318,0.0003045551,0.00006325891,0.00024196084],"category_scores_gemma":[0.0004516067,0.00025557392,0.000082146355,0.00062365056,0.00006464698,0.00007748805,0.00011098156,0.000570699,0.000008886623],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054143375,0.0020899281,0.98485476,0.000039055078,0.00003068876,0.0005101541,0.0016058128,0.0000089106925,0.000011008294,0.000007713543,0.0012138298,0.009086688],"study_design_scores_gemma":[0.004023418,0.0006502396,0.9935095,0.00014693073,0.00007482657,0.000018231489,0.000532296,0.0004848345,0.000044210323,0.000033804437,0.00022895014,0.00025279072],"about_ca_topic_score_codex":0.00047645756,"about_ca_topic_score_gemma":0.0005349357,"teacher_disagreement_score":0.008833897,"about_ca_system_score_codex":0.001044834,"about_ca_system_score_gemma":0.00006565951,"threshold_uncertainty_score":0.9999896},"labels":[],"label_agreement":null},{"id":"W4308772617","doi":"10.6004/jnccn.2022.7052","title":"Association Between Frailty and Time Alive and At Home After Cancer Surgery Among Older Adults: A Population-Based Analysis","year":2022,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Manitoba Health; Health Sciences Centre; University of Toronto; University of Manitoba; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Ipsen; Ontario Ministry of Health and Long-Term Care; Ontario Institute for Cancer Research","keywords":"Medicine; Interquartile range; Hazard ratio; Proportional hazards model; Cancer; Perioperative; Surgery; Population; Retrospective cohort study; Breast cancer; Cohort; Cohort study; Internal medicine; Confidence interval","score_opus":0.019034249641618747,"score_gpt":0.2800684600469516,"score_spread":0.2610342104053328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308772617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98709714,0.0054812147,0.0000134065185,0.006369701,0.00043582584,0.00027301742,0.00030538178,0.000009969598,0.000014319878],"genre_scores_gemma":[0.994903,0.00015195768,0.00008838771,0.0028617715,0.0011184631,0.00008465747,0.000060921837,0.000021577487,0.00070921105],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974169,0.0002820505,0.00055501633,0.00022558632,0.0012759302,0.00024448786],"domain_scores_gemma":[0.99616313,0.0013911515,0.0010071651,0.000107222055,0.0011905752,0.00014073364],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040565475,0.00017483845,0.0005943092,0.000260964,0.00032165184,0.000028411314,0.00010154208,0.00008259569,0.001013414],"category_scores_gemma":[0.00017201777,0.00014026526,0.00031335422,0.0008362437,0.000054265274,0.00012108675,0.00013307217,0.00043747126,8.8875686e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003793557,0.000023294046,0.93480796,0.00003479757,0.001970063,0.000005254714,0.00017563507,0.03440209,0.000008303953,9.1842367e-7,0.027784146,0.00040818652],"study_design_scores_gemma":[0.0012449921,0.000038130747,0.98980004,0.00030801966,0.001688012,0.000012057757,0.000027472961,0.0045631747,0.000007984173,0.000102743,0.0020612068,0.00014617732],"about_ca_topic_score_codex":0.00027864423,"about_ca_topic_score_gemma":0.00018987045,"teacher_disagreement_score":0.054992072,"about_ca_system_score_codex":0.0018852823,"about_ca_system_score_gemma":0.00024254691,"threshold_uncertainty_score":0.9998998},"labels":[],"label_agreement":null},{"id":"W4308881890","doi":"10.1186/s12916-022-02593-w","title":"The impact of cardiovascular health and frailty on mortality for males and females across the life course","year":2022,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Heart and Stroke Foundation of Canada","keywords":"Medicine; Cardiovascular health; National Health and Nutrition Examination Survey; Gerontology; Frailty Index; Demography; Disease; Confidence interval; Internal medicine; Population; Environmental health","score_opus":0.11933227314328532,"score_gpt":0.4177742113524374,"score_spread":0.2984419382091521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4308881890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93353933,0.05250005,0.00013437793,0.012042299,0.00018162094,0.001316657,0.00014451257,0.000023234372,0.00011791535],"genre_scores_gemma":[0.9968619,0.0012753379,0.00006132469,0.0010291538,0.0003197023,0.00012498826,0.00003902644,0.000022152724,0.00026643198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99823856,0.00021743715,0.00036260544,0.000278121,0.0005838913,0.00031940461],"domain_scores_gemma":[0.99772406,0.0010215882,0.00015829662,0.0007487062,0.000081378246,0.00026597432],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025651315,0.00016989205,0.000574774,0.000023940143,0.0005696613,0.000008837799,0.00014399606,0.000033746393,0.000026182763],"category_scores_gemma":[0.0013712649,0.00007976699,0.00019563199,0.0001309322,0.0006868924,0.000021149775,0.000107642794,0.00024172159,4.1438003e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031957012,0.00052486896,0.8044155,0.0022035593,0.006401557,0.00003274503,0.018757047,0.0013092426,0.0001822021,0.001352382,0.10521147,0.056413714],"study_design_scores_gemma":[0.005189254,0.0040891427,0.95772225,0.0002047065,0.00042868577,0.00013942462,0.009995336,0.0009856087,0.000021856546,0.00019322096,0.02091713,0.000113405345],"about_ca_topic_score_codex":0.0011957763,"about_ca_topic_score_gemma":0.00016193019,"teacher_disagreement_score":0.15330672,"about_ca_system_score_codex":0.000055995544,"about_ca_system_score_gemma":0.00037892853,"threshold_uncertainty_score":0.4381432},"labels":[],"label_agreement":null},{"id":"W4309026861","doi":"10.1002/jcsm.13118","title":"Frailty is characterized by biomarker patterns reflecting inflammation or muscle catabolism in multi‐morbid patients","year":2022,"lang":"en","type":"article","venue":"Journal of Cachexia Sarcopenia and Muscle","topic":"Frailty in Older Adults","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nutrasource","funders":"Bundesministerium für Bildung und Forschung","keywords":"Biomarker; Interquartile range; Medicine; Internal medicine; Inflammation; Gastroenterology; Oxidative stress; Endocrinology; Biochemistry; Biology","score_opus":0.058803844745711695,"score_gpt":0.33439552710207754,"score_spread":0.27559168235636583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309026861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968379,0.0003190596,0.000091091264,0.0016605394,0.00035664058,0.0005191081,0.000101641424,0.000015912145,0.000098085904],"genre_scores_gemma":[0.9972849,0.00018675497,0.00062355056,0.0009148776,0.00013667793,0.00003597491,0.00007178613,0.00004111344,0.00070437393],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978589,0.00016732309,0.0008227909,0.0002494266,0.0005845669,0.00031698105],"domain_scores_gemma":[0.9987361,0.00008954788,0.000565761,0.00021213842,0.00019076865,0.00020567654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005209495,0.00020503032,0.0004914928,0.00029686277,0.00016194623,0.000047560043,0.00017646776,0.000083741084,0.000769644],"category_scores_gemma":[0.00019774592,0.00017233613,0.00010593564,0.00031269414,0.000034777084,0.00040258263,0.00016518903,0.00058785896,0.0000058930636],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022062664,0.0010156035,0.16072978,0.00031785577,0.0001514499,0.0002979325,0.0091746,0.000003937168,0.34191895,0.0000013082499,0.006149438,0.4780329],"study_design_scores_gemma":[0.012469693,0.0005205861,0.86749035,0.0002200818,0.0000854482,0.00015427114,0.0007653136,0.00022555246,0.0044089784,0.000007701521,0.11341333,0.00023870279],"about_ca_topic_score_codex":0.00021763917,"about_ca_topic_score_gemma":0.00007585251,"teacher_disagreement_score":0.7067606,"about_ca_system_score_codex":0.00022251598,"about_ca_system_score_gemma":0.00015072201,"threshold_uncertainty_score":0.8427062},"labels":[],"label_agreement":null},{"id":"W4309165768","doi":"10.3899/jrheum.220954","title":"Frailty in Inflammatory Arthritis: A Fragile Construct","year":2022,"lang":"en","type":"editorial","venue":"The Journal of Rheumatology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Rheumatology; Vulnerability (computing); Arthritis; Stressor; Gerontology; Internal medicine; Population; Inflammatory arthritis; Construct (python library); Clinical psychology; Environmental health","score_opus":0.01022976797132242,"score_gpt":0.26749879727259884,"score_spread":0.25726902930127643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309165768","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20229727,0.009093202,0.000016070573,0.0016190654,0.78570694,0.00038955026,0.000075391,0.00003096717,0.00077151763],"genre_scores_gemma":[0.35028535,0.10238832,0.0017150224,0.0011376723,0.5395066,0.00014778091,0.0004363377,0.00075877557,0.0036241186],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957428,0.0007190489,0.0016895788,0.00021755515,0.0011664578,0.0004645894],"domain_scores_gemma":[0.9941232,0.0031563772,0.00154747,0.0006039657,0.00040497462,0.00016399029],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018259912,0.00035753075,0.0016206908,0.0005531868,0.00010438332,0.000018591836,0.00074277335,0.00077896373,0.0020093627],"category_scores_gemma":[0.004319114,0.00026572426,0.00027410607,0.00024581666,0.00048794033,0.00009816318,0.0002516929,0.0051880195,0.000047333695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008221675,0.000085351756,0.0129672345,0.00022838714,0.00027907215,0.00066107267,0.0011314084,0.000019633479,0.000018651937,0.000060090188,0.98114043,0.002586469],"study_design_scores_gemma":[0.005787724,0.00071878015,0.00052771374,0.0018430155,0.0001654171,0.02638242,0.0009021537,0.00001114134,0.000012738851,0.0006483946,0.9627593,0.00024118017],"about_ca_topic_score_codex":0.0003372456,"about_ca_topic_score_gemma":0.00035957908,"teacher_disagreement_score":0.24620037,"about_ca_system_score_codex":0.0003492771,"about_ca_system_score_gemma":0.0022808684,"threshold_uncertainty_score":0.9999795},"labels":[],"label_agreement":null},{"id":"W4309245653","doi":"10.1093/ehjqcco/qcac073","title":"Which frailty tool best predicts morbidity and mortality in ambulatory patients with heart failure? A prospective study","year":2022,"lang":"en","type":"article","venue":"European Heart Journal - Quality of Care and Clinical Outcomes","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; Heart failure; Ambulatory; Atrial fibrillation; Internal medicine; Cardiology","score_opus":0.09057996847138902,"score_gpt":0.4101285295596873,"score_spread":0.3195485610882983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309245653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99706256,0.00016239288,0.000003473029,0.0011039367,0.0002084815,0.0010442953,0.0000785242,0.000027087344,0.00030922604],"genre_scores_gemma":[0.9984305,0.00002522535,0.00044710835,0.00084098295,0.00012474557,0.00000813672,0.000013182658,0.000033917047,0.000076223514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99447024,0.002084306,0.0015168412,0.00051555433,0.0011173327,0.00029574128],"domain_scores_gemma":[0.99757135,0.000805069,0.0003695574,0.00046094248,0.00046398217,0.0003290723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036654612,0.00025817918,0.0011182722,0.00009428179,0.0002583493,0.000045429122,0.00013629145,0.000053992575,0.00006753684],"category_scores_gemma":[0.0016376195,0.00019891173,0.0002708965,0.00023134366,0.00023595699,0.0001862315,0.00031570747,0.0014278234,0.0000038576077],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006107179,0.0019268767,0.9937161,0.000119102915,0.00028110127,0.000032603664,0.0023495927,0.00000548771,0.0000029350879,0.000004764493,0.0005463624,0.00040431795],"study_design_scores_gemma":[0.008776,0.0073486785,0.97693056,0.00012322752,0.00019567386,0.00003653502,0.00537294,0.0000033521405,0.0000022127463,0.000021307802,0.0009789938,0.00021050019],"about_ca_topic_score_codex":0.00026806962,"about_ca_topic_score_gemma":0.0011023,"teacher_disagreement_score":0.016785558,"about_ca_system_score_codex":0.000100341174,"about_ca_system_score_gemma":0.00017636015,"threshold_uncertainty_score":0.81113845},"labels":[],"label_agreement":null},{"id":"W4309514412","doi":"10.7554/elife.77632","title":"Measurements of damage and repair of binary health attributes in aging mice and humans reveal that robustness and resilience decrease with age, operate over broad timescales, and are affected differently by interventions","year":2022,"lang":"en","type":"article","venue":"eLife","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Toronto","funders":"National Institute on Aging; Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Heart and Stroke Foundation of Canada","keywords":"Robustness (evolution); Psychological intervention; Psychological resilience; Biology; Gerontology; Medicine; Environmental health; Demography; Psychology; Social psychology; Genetics","score_opus":0.0439693446846776,"score_gpt":0.3056627054587457,"score_spread":0.2616933607740681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309514412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991203,0.007511018,0.000022615392,0.0005869188,0.000016188349,0.00050403434,0.00012448261,0.000023527879,0.000008185796],"genre_scores_gemma":[0.99872303,0.0002787006,0.0004415467,0.00017064356,0.000005664882,0.00002316465,0.00007467795,0.000015583184,0.00026701306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986311,0.00024652175,0.00029581593,0.0003264354,0.00031998166,0.00018013663],"domain_scores_gemma":[0.9993489,0.00006946073,0.00015890042,0.00018860144,0.000058779948,0.00017536661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045374548,0.00014463376,0.00040770328,0.0001341406,0.00011916372,0.000012715741,0.000054792486,0.000028526112,0.00001611346],"category_scores_gemma":[0.00012900907,0.00012848795,0.000024862304,0.00018558765,0.00021452978,0.00010370035,0.00019170601,0.00018721477,3.1922305e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024716873,0.0003610377,0.98671174,0.0016812372,0.000061803614,0.000049071834,0.0009234781,0.000048245085,0.007092437,0.0000014969457,0.0026039984,0.00021828226],"study_design_scores_gemma":[0.0033386198,0.00076179,0.99060297,0.002442346,0.000061032828,0.00003855407,0.00083828735,0.0006476798,0.0011418548,0.0000010395212,0.0000139164595,0.00011192493],"about_ca_topic_score_codex":0.0007572253,"about_ca_topic_score_gemma":0.0009497725,"teacher_disagreement_score":0.0075199767,"about_ca_system_score_codex":0.00005328971,"about_ca_system_score_gemma":0.00005295353,"threshold_uncertainty_score":0.5239587},"labels":[],"label_agreement":null},{"id":"W4309740553","doi":"10.3389/fcvm.2022.1054208","title":"Prevalence and possible factors of cognitive frailty in the elderly with hypertension and diabetes","year":2022,"lang":"en","type":"article","venue":"Frontiers in Cardiovascular Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Wuxi Health and Family Planning Commission","keywords":"Dementia; Medicine; Diabetes mellitus; Gerontology; Cognition; Confounding; Clinical Dementia Rating; Cognitive decline; Depression (economics); Activities of daily living; Physical therapy; Cognitive impairment; Psychiatry; Internal medicine; Disease","score_opus":0.01601701934461441,"score_gpt":0.22709006361435882,"score_spread":0.2110730442697444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4309740553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92436886,0.07348375,0.00018856805,0.0006940211,0.00017027812,0.00079742575,0.000015290714,0.000012174094,0.00026964681],"genre_scores_gemma":[0.9984755,0.0007507423,0.00034008804,0.00022575361,0.00004185898,0.00006747709,0.000024262466,0.000019345469,0.000054979428],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801034,0.00029242723,0.00026588,0.0003750468,0.0008087435,0.00024759458],"domain_scores_gemma":[0.99915934,0.0002600938,0.00006263686,0.00037541345,0.00006902629,0.00007347259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010750028,0.00018317829,0.00075796875,0.00027579418,0.0000741663,0.000004398431,0.000112296926,0.00005410969,0.000018383593],"category_scores_gemma":[0.0004382123,0.00011228681,0.00008564591,0.00054098555,0.00049115927,0.00006904448,0.00007531888,0.00043240053,8.8562764e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015296198,0.00007613698,0.9722822,0.00034933965,0.00042519355,0.00018039563,0.0041233823,0.000025892245,0.00007618388,0.0000026604555,0.0007261622,0.021579515],"study_design_scores_gemma":[0.0063213427,0.0022047877,0.97230804,0.0010973115,0.0007097082,0.00019092068,0.016037395,0.00023557944,0.00015298277,0.000067910594,0.00053443847,0.00013957231],"about_ca_topic_score_codex":0.00023580615,"about_ca_topic_score_gemma":0.000011442137,"teacher_disagreement_score":0.07410664,"about_ca_system_score_codex":0.000052763164,"about_ca_system_score_gemma":0.000048792735,"threshold_uncertainty_score":0.45789233},"labels":[],"label_agreement":null},{"id":"W4310335723","doi":"10.2196/41520","title":"Frailty, Comorbidity, and Associations With In-Hospital Mortality in Older COVID-19 Patients: Exploratory Study of Administrative Data","year":2022,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Science and Technology Facilities Council","keywords":"Comorbidity; Medicine; Coronavirus disease 2019 (COVID-19); Disease; Gerontology; Demography; Internal medicine","score_opus":0.2681982276250146,"score_gpt":0.5275198889060796,"score_spread":0.259321661281065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310335723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99055886,0.00010252883,0.00002736461,0.008042477,0.00014731503,0.0007822525,0.00014651101,0.0000030515082,0.00018962142],"genre_scores_gemma":[0.9995268,0.00006493502,0.000031241,0.0001941824,0.00006372784,0.00004075474,0.00004307406,0.000013897865,0.000021402322],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9915558,0.0018332852,0.0008408604,0.000309765,0.0051727374,0.00028756738],"domain_scores_gemma":[0.9940382,0.0035891572,0.00045231663,0.00042470597,0.00091399584,0.0005815868],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006892079,0.00012128087,0.0005305105,0.00063165056,0.00010835467,0.000022252296,0.00070617715,0.00007242253,0.0007234267],"category_scores_gemma":[0.022126297,0.00009610861,0.000032031647,0.0007456468,0.00033609848,0.00042610228,0.001105538,0.0031543549,0.0000010784513],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011021423,0.015870562,0.9407368,0.00006159966,0.0002897332,0.002118714,0.030744739,0.0000055863925,0.000008972915,0.000011866642,0.0073188986,0.0017304054],"study_design_scores_gemma":[0.011218158,0.011432479,0.8847144,0.00030438235,0.000034770495,0.000054342614,0.09115828,0.00016498897,0.000022635766,0.00012761245,0.0006822299,0.000085691885],"about_ca_topic_score_codex":0.0012998088,"about_ca_topic_score_gemma":0.0054705325,"teacher_disagreement_score":0.060413536,"about_ca_system_score_codex":0.0010048035,"about_ca_system_score_gemma":0.0027224175,"threshold_uncertainty_score":0.9991454},"labels":[],"label_agreement":null},{"id":"W4310665411","doi":"10.1186/s12877-022-03585-4","title":"Timed up and go test and long-term survival in older adults after oncologic surgery","year":2022,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"European Society of Surgical Oncology","keywords":"Medicine; Confidence interval; Proportional hazards model; Hazard ratio; Timed Up and Go test; Prospective cohort study; Odds ratio; Logistic regression; Clinical endpoint; Survival analysis; Cohort; Surgery; Internal medicine; Physical therapy; Randomized controlled trial; Balance (ability)","score_opus":0.020971514562441423,"score_gpt":0.2617066147921197,"score_spread":0.24073510022967828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310665411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995557,0.0022052987,0.00002250289,0.0004982979,0.0007888637,0.0006380558,0.00004632255,0.00006334918,0.00018031069],"genre_scores_gemma":[0.99666154,0.0002953147,0.0003300502,0.00029666466,0.00019777444,0.0001639573,0.00006209304,0.000034706303,0.0019578743],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831486,0.00013409193,0.0003806728,0.00045157058,0.00034981297,0.00036899085],"domain_scores_gemma":[0.99816746,0.0012130426,0.00010416255,0.0002900329,0.00005385991,0.00017142555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055184524,0.00020477505,0.0004438212,0.00027835375,0.00007567992,0.000028817503,0.000075781114,0.0001097919,0.0004909673],"category_scores_gemma":[0.00073497684,0.00019741077,0.00006432314,0.00048312734,0.00007160921,0.000075996155,0.00027192602,0.00032394865,0.000015366404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048126708,0.00027819906,0.9911178,0.0003325548,0.000009074091,0.00038327373,0.0005546452,0.0000019344045,0.000031108353,0.0000016903252,0.0019271616,0.0048812893],"study_design_scores_gemma":[0.0031793986,0.0002213381,0.995192,0.00006369071,0.000054444754,0.00021834031,0.0001884111,0.00013684596,0.000018403178,0.000009921347,0.0004974859,0.00021975415],"about_ca_topic_score_codex":0.000062643056,"about_ca_topic_score_gemma":0.00033344913,"teacher_disagreement_score":0.0046615354,"about_ca_system_score_codex":0.00014522244,"about_ca_system_score_gemma":0.00018277834,"threshold_uncertainty_score":0.80501777},"labels":[],"label_agreement":null},{"id":"W4310783044","doi":"10.7748/en.2022.e2136","title":"Recognition and management of patients with frailty in the emergency department.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Medicine; Health care; Quarter (Canadian coin); Medical emergency; Gerontology; Nursing","score_opus":0.03723797472806692,"score_gpt":0.23638004273797938,"score_spread":0.19914206800991247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4310783044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939111,0.0000813286,0.000004481852,0.00062081416,0.00006808405,0.0015710574,0.000045779172,0.00000835461,0.0036890223],"genre_scores_gemma":[0.99665564,0.000058644124,0.00008483768,0.00014885732,0.0000082490515,0.00263355,0.00014263019,0.0000062554473,0.00026132987],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932134,0.000041563115,0.00012746142,0.000111333444,0.00027101958,0.00012731072],"domain_scores_gemma":[0.9997657,0.000011477609,0.000045511784,0.00013109081,0.000019723562,0.00002649497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017078077,0.00005080265,0.00007497871,0.000045967037,0.000032901484,0.000001922936,0.000050437455,0.0000085626825,0.00012212411],"category_scores_gemma":[0.00000991738,0.000034962395,0.000013009035,0.00018047617,0.000016552553,0.00003000876,0.000046121586,0.00007251459,0.0000013360043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034738195,0.00065596396,0.62741935,0.00017920286,0.00008700175,0.000025085405,0.000585919,0.0000027641495,6.095837e-7,0.000027335973,0.0032862483,0.36738315],"study_design_scores_gemma":[0.0017310432,0.00010837255,0.9932215,0.000008143435,0.00005084582,0.000002531662,0.0002676055,0.0000022087968,0.000012121602,0.00015022732,0.0044049267,0.000040464958],"about_ca_topic_score_codex":0.000016560443,"about_ca_topic_score_gemma":0.000021749891,"teacher_disagreement_score":0.36734268,"about_ca_system_score_codex":0.00003298266,"about_ca_system_score_gemma":0.0000029036457,"threshold_uncertainty_score":0.1425725},"labels":[],"label_agreement":null},{"id":"W4311195210","doi":"10.5770/cgj.25.563","title":"Prevalence of Frailty Among Hospitalized Older Adults in New Brunswick, Canada: an Administrative Data Population-Based Study","year":2022,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Horizon Health Network; University of New Brunswick","funders":"Canadian Institutes of Health Research; Canadian Frailty Network","keywords":"Medicine; Frailty Index; Confidence interval; Gerontology; Demography; Population; Population ageing; Environmental health; Internal medicine","score_opus":0.0344442937964415,"score_gpt":0.29505341670047147,"score_spread":0.26060912290403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311195210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995912,0.00034600744,0.00002474455,0.0013062692,0.0006177231,0.0011126365,0.0005562526,0.000010945441,0.00011340529],"genre_scores_gemma":[0.9979907,0.00000854964,0.00049024174,0.00032878123,0.00021957792,0.0000075446724,0.00030257317,0.000038486323,0.0006135164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99694556,0.0002927507,0.0008114294,0.00048656497,0.00094385946,0.000519812],"domain_scores_gemma":[0.9968938,0.000104150015,0.0004313341,0.00093470566,0.00022110692,0.0014149027],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006862121,0.00023438265,0.00042902102,0.00056720513,0.00026306332,0.00004389065,0.0008346724,0.00007130025,0.0012355865],"category_scores_gemma":[0.0006764536,0.00025770048,0.000054555174,0.00085059105,0.000029902856,0.00029172972,0.00008734057,0.0008213108,7.145082e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001525271,0.0002621895,0.9901715,0.00006675743,0.000045292385,0.0009861309,0.0012515696,0.00037438754,9.770948e-7,0.000009143672,0.0056428937,0.001036636],"study_design_scores_gemma":[0.0047634463,0.0006711811,0.9901829,0.00009691867,0.00011811452,0.000098209566,0.0020430465,0.0013512629,0.000004134261,0.000010271525,0.00041766043,0.00024287199],"about_ca_topic_score_codex":0.9905908,"about_ca_topic_score_gemma":0.9990883,"teacher_disagreement_score":0.06548382,"about_ca_system_score_codex":0.0022960033,"about_ca_system_score_gemma":0.06777983,"threshold_uncertainty_score":0.99998754},"labels":[],"label_agreement":null},{"id":"W4311257308","doi":"10.1016/j.jgo.2022.11.011","title":"Impact of patients' sex in assessments and treatment recommendations in an older adult cancer clinic","year":2022,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre; University Health Network","funders":"Princess Margaret Cancer Foundation","keywords":"Medicine; Cancer; Gerontology; Family medicine; Internal medicine","score_opus":0.035081098940883314,"score_gpt":0.43865322711432825,"score_spread":0.40357212817344496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311257308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974475,0.00017212174,0.000003411768,0.0014030732,0.00042535076,0.00032070078,0.000044115448,0.0000023619718,0.00018137963],"genre_scores_gemma":[0.9978216,0.00090026215,0.00076033984,0.00013546861,0.00010405319,0.00003285331,0.000022535352,0.000012012344,0.0002108186],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983944,0.00028926335,0.00082568097,0.0001334023,0.00018256839,0.00017466141],"domain_scores_gemma":[0.99880326,0.00019134548,0.00061460957,0.00011593441,0.00016333087,0.00011153572],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003721198,0.000105327556,0.0005482618,0.00053559593,0.000028761586,0.000003759373,0.00007721494,0.000069819595,0.0013031185],"category_scores_gemma":[0.00007158022,0.00008468674,0.00009675179,0.0003600089,0.000024223948,0.00011773932,0.000043113436,0.00032929113,7.268312e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071388896,0.0034420702,0.9023109,0.000010507186,0.00009322876,0.00006373494,0.0013007149,0.0000914438,0.00006123987,6.7118884e-7,0.001756095,0.09015552],"study_design_scores_gemma":[0.013225318,0.018800521,0.965722,0.000025277355,0.000100135796,0.00008443785,0.0006652613,0.00012812494,0.000007658308,0.000021888189,0.0011563107,0.000063050305],"about_ca_topic_score_codex":0.0008171953,"about_ca_topic_score_gemma":0.0008213321,"teacher_disagreement_score":0.090092465,"about_ca_system_score_codex":0.0022590938,"about_ca_system_score_gemma":0.0009303814,"threshold_uncertainty_score":0.9996098},"labels":[],"label_agreement":null},{"id":"W4311341467","doi":"10.1016/j.jval.2022.09.2469","title":"SA76 Burden of Illness in Patients with Alzheimer’s Disease: A Systematic Review of Incidence, Prevalence, Comorbidities, Disability and Mortality","year":2022,"lang":"en","type":"review","venue":"Value in Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Dementia; Medicine; Comorbidity; Incidence (geometry); Disease; Diabetes mellitus; Gerontology; Pediatrics; Internal medicine","score_opus":0.08060692880070522,"score_gpt":0.3664804199279967,"score_spread":0.28587349112729143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311341467","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0033082056,0.9821055,4.526417e-7,0.00007990852,0.0001126339,0.013449548,0.00090010697,0.000016766196,0.000026907619],"genre_scores_gemma":[0.0042694984,0.9941665,0.00005247462,0.00006902661,0.000022472146,0.00096821337,0.00038742257,0.0000483912,0.000016013668],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.991872,0.0025242919,0.0033137507,0.00065217534,0.001262345,0.00037545137],"domain_scores_gemma":[0.9950572,0.0010526245,0.002067084,0.0014228652,0.00011621853,0.00028398578],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031437417,0.00046266563,0.005648522,0.00023399157,0.000039313305,0.0000046742334,0.00035431358,0.000108975364,0.000119449665],"category_scores_gemma":[0.0016567296,0.00034207143,0.00022941935,0.0010509696,0.0004151259,0.00009065042,0.00020358316,0.00060012576,9.818489e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031596344,0.00041743103,0.051358555,0.93904406,0.00012982437,0.0000113055,0.00029397104,0.000005549899,2.4746333e-10,0.000032201788,0.000031717154,0.008643779],"study_design_scores_gemma":[0.0006823993,0.00040068242,0.028897153,0.96436995,0.0023385526,0.0000108785425,0.00006615744,0.000025931415,8.668206e-9,0.000017567507,0.0029304617,0.00026023493],"about_ca_topic_score_codex":0.005702162,"about_ca_topic_score_gemma":0.00006678344,"teacher_disagreement_score":0.025325902,"about_ca_system_score_codex":0.00074161624,"about_ca_system_score_gemma":0.001897596,"threshold_uncertainty_score":0.99990314},"labels":[],"label_agreement":null},{"id":"W4311616654","doi":"10.14740/cr1423","title":"Impact of Fried Frailty Phenotype on Postoperative Outcomes After Durable Contemporary Mechanical Circulatory Support: A Single-Center Experience","year":2022,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Ejection fraction; Internal medicine; Cohort; Destination therapy; Clinical endpoint; Stroke (engine); Heart failure; Cardiology; Ventricular assist device; Surgery; Clinical trial","score_opus":0.15042673879742852,"score_gpt":0.4124148656044615,"score_spread":0.261988126807033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311616654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883244,0.000221351,0.000023537104,0.0011966701,0.00028992727,0.00097607565,0.00021258187,0.000044056345,0.008711392],"genre_scores_gemma":[0.99666244,0.0000047783424,0.000034158173,0.0006119571,0.00008080491,0.0004986786,0.00009118613,0.000041407464,0.0019746094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99619234,0.0011501841,0.00043404623,0.0006272899,0.00092409883,0.0006720673],"domain_scores_gemma":[0.99778855,0.00055502675,0.000069571535,0.00088208454,0.00045684163,0.00024790122],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010588987,0.00022812237,0.00094821554,0.00032008774,0.00021039722,0.000015558991,0.00032914494,0.00017071477,0.0016067704],"category_scores_gemma":[0.0009422657,0.00018172937,0.00040507133,0.00038474222,0.00059308414,0.00011959714,0.00046858887,0.0012340527,0.00007947785],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0055086454,0.0008305532,0.88280237,0.00004846554,0.00081307837,0.0017808668,0.004490282,0.000051278497,0.079608,0.0002259142,0.023472255,0.0003683174],"study_design_scores_gemma":[0.008095885,0.014378771,0.96041346,0.00007995812,0.000043380962,0.00082853565,0.0037510216,0.00007227262,0.0036070573,0.00019742946,0.008074419,0.00045782968],"about_ca_topic_score_codex":0.00009089751,"about_ca_topic_score_gemma":0.0000032620776,"teacher_disagreement_score":0.0776111,"about_ca_system_score_codex":0.0006375674,"about_ca_system_score_gemma":0.0007608937,"threshold_uncertainty_score":0.9993059},"labels":[],"label_agreement":null},{"id":"W4311658410","doi":"10.1200/jco.22.01007","title":"Impact of Geriatric Assessment and Management on Quality of Life, Unplanned Hospitalizations, Toxicity, and Survival for Older Adults With Cancer: The Randomized 5C Trial","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University; Université de Montréal; Royal Columbian Hospital; Sinai Health System; McMaster University; University Health Network; Health Sciences Centre; Ottawa Hospital; BC Cancer Agency; Jewish General Hospital; Sunnybrook Health Science Centre; Regional Municipality of Durham; McGill University; Princess Margaret Cancer Centre; Mount Sinai Hospital; University of Calgary; Lakeridge Health; University of Toronto","funders":"","keywords":"Medicine; Quality of life (healthcare); Randomized controlled trial; Geriatric oncology; Cancer; Internal medicine; Clinical trial; Performance status; Physical therapy; Nursing","score_opus":0.07671591818668182,"score_gpt":0.49259964610324153,"score_spread":0.4158837279165597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311658410","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98935986,0.00042805218,0.0005260149,0.006306231,0.0007778735,0.0022521934,0.00005742772,0.0000033935114,0.000288948],"genre_scores_gemma":[0.99618083,0.0019425878,0.0010176343,0.00036176035,0.00031747116,0.00008945474,0.000007291821,0.000012219379,0.000070754715],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9953134,0.001519681,0.0023173613,0.00017255126,0.00053338386,0.00014361467],"domain_scores_gemma":[0.9885197,0.007923396,0.0028782717,0.00017892168,0.0003334644,0.00016624066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00809454,0.00012656316,0.0020646523,0.00011836944,0.00006522367,0.000005824946,0.00013214846,0.000095511605,0.00007284325],"category_scores_gemma":[0.0022953977,0.00006746496,0.00042495143,0.00015573003,0.00025687407,0.00004037075,0.00009095638,0.0003897439,3.9314074e-8],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.91284657,0.003906594,0.06369599,0.00022365473,0.002124824,0.000014367357,0.00027325033,0.0002801194,0.000003185471,0.0004399739,0.0022832938,0.013908157],"study_design_scores_gemma":[0.5802631,0.02726906,0.39070228,0.000089557325,0.00068091555,0.000012253909,0.00035517808,0.00022947679,0.0000017999142,0.000117624826,0.0002210063,0.00005776155],"about_ca_topic_score_codex":0.00014501048,"about_ca_topic_score_gemma":0.0000596195,"teacher_disagreement_score":0.3325835,"about_ca_system_score_codex":0.00014407969,"about_ca_system_score_gemma":0.0010182757,"threshold_uncertainty_score":0.28054222},"labels":[],"label_agreement":null},{"id":"W4311737453","doi":"10.1097/ccm.0000000000005720","title":"Safety Outcomes of Direct Discharge Home From ICUs: An Updated Systematic Review and Meta-Analysis (Direct From ICU Sent Home Study)*","year":2022,"lang":"en","type":"review","venue":"Critical Care Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"London Health Sciences Centre; Regina General Hospital; Western University; University of Toronto; Island Health; Health Sciences Centre; Sunnybrook Health Science Centre; University of Saskatchewan; University of Alberta; Impact; McMaster University; Alberta Health Services","funders":"","keywords":"Medicine; Meta-analysis; Relative risk; Observational study; Confidence interval; MEDLINE; Propensity score matching; Emergency medicine; Data extraction; Randomized controlled trial; Internal medicine","score_opus":0.09859361368495967,"score_gpt":0.40204297113540866,"score_spread":0.303449357450449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311737453","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003188908,0.9804116,0.000017815519,0.0021973518,0.00041336287,0.0072472594,0.008921854,0.0001906736,0.00056818285],"genre_scores_gemma":[0.004451343,0.97626215,0.000120531695,0.0012926171,0.00021866623,0.0011615314,0.01580735,0.00019092968,0.00049486983],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9867157,0.0037195934,0.0044537163,0.0019849436,0.0024468899,0.0006791944],"domain_scores_gemma":[0.98845196,0.0057075485,0.0008607725,0.0034284142,0.0005865112,0.0009648181],"candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0019137099,0.0015736093,0.036338605,0.00076088315,0.00017587995,0.00003533545,0.0008148262,0.0003660018,0.020673534],"category_scores_gemma":[0.0055535915,0.0008907834,0.0034096562,0.0019911944,0.00057152344,0.00014250878,0.0004792324,0.0012379705,0.000035218356],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002806962,0.0006966164,0.00024692572,0.7559243,0.23734397,0.0005846747,0.0012850139,9.2411334e-8,3.0630787e-7,0.000025921436,0.00083443144,0.0030296743],"study_design_scores_gemma":[0.0010766389,0.0009293249,0.00025917793,0.048809227,0.9210503,0.000032198666,0.002888294,0.0000030498359,2.975929e-7,0.000014062264,0.024201749,0.00073565845],"about_ca_topic_score_codex":0.0017695435,"about_ca_topic_score_gemma":0.00026517455,"teacher_disagreement_score":0.70711505,"about_ca_system_score_codex":0.00042926602,"about_ca_system_score_gemma":0.00022720471,"threshold_uncertainty_score":0.9997012},"labels":[],"label_agreement":null},{"id":"W4311802259","doi":"10.12968/ijpn.2022.28.12.590","title":"Frailty in older Turkish cancer patients undergoing post-surgical adjuvant chemotherapy","year":2022,"lang":"en","type":"article","venue":"International Journal of Palliative Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Cancer; Chemotherapy; Geriatric oncology; Gastrointestinal cancer; Disease; Turkish; Internal medicine; Physical therapy; Colorectal cancer","score_opus":0.023117393743169887,"score_gpt":0.35787575191640086,"score_spread":0.33475835817323096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311802259","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784527,0.0006777504,0.00013621093,0.016889326,0.0024213993,0.00020810057,0.00004771075,0.00001131478,0.0011555136],"genre_scores_gemma":[0.9969976,0.0001534212,0.00061772787,0.0013506818,0.000498937,0.000009672141,0.000028975875,0.000027721791,0.0003152422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976358,0.0001008137,0.00060200505,0.00018618445,0.0012557656,0.00021942807],"domain_scores_gemma":[0.9983339,0.00019972771,0.00047043877,0.00008092744,0.0008040131,0.00011099694],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022210999,0.00015316559,0.0003167861,0.00035868492,0.00006642397,0.000029068122,0.00028841582,0.000047392903,0.0010272441],"category_scores_gemma":[0.00016882339,0.00014224679,0.00017061632,0.00019652466,0.00006597209,0.0001872156,0.00004589414,0.00065782235,0.0000034771247],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003422975,0.0034301304,0.85076857,0.000029448804,0.0006004955,0.001116165,0.015056388,0.0014926407,0.0016427413,0.00020321176,0.00550992,0.11672732],"study_design_scores_gemma":[0.015992977,0.0009345404,0.9721147,0.0018103253,0.000046629262,0.00018419464,0.0016665247,0.00057845225,0.0011234873,0.00051970745,0.004828714,0.00019979037],"about_ca_topic_score_codex":0.000053162414,"about_ca_topic_score_gemma":0.000029736098,"teacher_disagreement_score":0.1213461,"about_ca_system_score_codex":0.0020312935,"about_ca_system_score_gemma":0.00035186537,"threshold_uncertainty_score":0.999886},"labels":[],"label_agreement":null},{"id":"W4311824877","doi":"10.1038/s41409-022-01892-3","title":"Impact of hematopoietic cell transplant frailty scale on transplant outcome in adults","year":2022,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Proportional hazards model; Hazard ratio; Scale (ratio); Cohort; Transplantation; Prospective cohort study; Activities of daily living; Hematopoietic cell; Hematopoietic stem cell transplantation; Gerontology; Internal medicine; Physical therapy; Confidence interval; Stem cell; Haematopoiesis","score_opus":0.018143143178657974,"score_gpt":0.2786763153929871,"score_spread":0.26053317221432915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311824877","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938943,0.00013510631,0.00032692496,0.00051714154,0.00020354489,0.0010217197,0.0014736473,0.00009267831,0.002334944],"genre_scores_gemma":[0.9976586,0.00018511762,0.00025317312,0.00019292228,0.00003132062,0.00014484717,0.0011411846,0.0000617199,0.00033110724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969645,0.00017619174,0.0009834843,0.00052722305,0.00085871195,0.0004898537],"domain_scores_gemma":[0.9989919,0.00016726382,0.0001897048,0.00041753973,0.00004744271,0.00018614397],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00035668892,0.0003708494,0.000708083,0.00050714606,0.00010457651,0.0000088341385,0.0001865549,0.00012937305,0.00069192005],"category_scores_gemma":[0.000006487263,0.0003495608,0.00040418486,0.00051811215,0.00007178108,0.000111602196,0.00000849668,0.00060775585,0.0000275087],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0217778,0.0036166685,0.8472014,0.004692913,0.00012386918,0.0021554618,0.031727467,0.005782769,0.08069055,0.00010120271,0.00035877383,0.001771101],"study_design_scores_gemma":[0.01978749,0.003954919,0.9461853,0.001367461,0.00040599523,0.001551004,0.00050411053,0.0011524709,0.02427913,0.00009295889,0.000056981768,0.0006622066],"about_ca_topic_score_codex":0.00089425646,"about_ca_topic_score_gemma":0.00028184167,"teacher_disagreement_score":0.09898385,"about_ca_system_score_codex":0.00027460215,"about_ca_system_score_gemma":0.00014915116,"threshold_uncertainty_score":0.99989563},"labels":[],"label_agreement":null},{"id":"W4312003162","doi":"10.1093/geroni/igac059.2999","title":"PSYCHOMETRICS IN THE DEVELOPING OF LONGITUDINAL MEASURES OF FRAILTY","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Vulnerability (computing); Frailty Index; Gerontology; Psychology; Identification (biology); Longitudinal study; Psychometrics; Clinical psychology; Medicine; Computer science","score_opus":0.14014520920125134,"score_gpt":0.36102154169407197,"score_spread":0.22087633249282063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312003162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915575,0.00012390885,0.002871069,0.0036413136,0.00014876928,0.00020540408,0.0000032307873,0.000008719063,0.0014401063],"genre_scores_gemma":[0.9974887,0.0000060240504,0.001956906,0.0004521722,0.000020834601,0.00002714332,0.000011659358,0.0000067190554,0.00002984998],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861425,0.000062558196,0.00058474025,0.00011660991,0.00051144906,0.00011036669],"domain_scores_gemma":[0.9992585,0.00015960683,0.00019904513,0.00018018385,0.000197569,0.000005090831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014284534,0.00005862806,0.00015977686,0.0013619333,0.000031413238,0.0000038345256,0.00014190093,0.000020928082,0.000037558733],"category_scores_gemma":[0.0007679275,0.000051592084,0.000016815944,0.008042057,0.000033707936,0.000052050586,0.000046491114,0.00027784266,4.745903e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037071746,0.000116740215,0.9599836,0.00012716459,0.000012976327,0.000010732186,0.004186005,0.00039731085,0.004804957,0.007988977,0.0004952186,0.021839233],"study_design_scores_gemma":[0.0009918826,0.000053843873,0.9917963,0.0001594385,0.0000044545322,0.00002180973,0.001846069,0.0001506948,0.0019288041,0.0010317271,0.0019562612,0.00005872052],"about_ca_topic_score_codex":0.00013339166,"about_ca_topic_score_gemma":0.000024448418,"teacher_disagreement_score":0.031812683,"about_ca_system_score_codex":0.00012522163,"about_ca_system_score_gemma":0.00010202164,"threshold_uncertainty_score":0.3863942},"labels":[],"label_agreement":null},{"id":"W4312003324","doi":"10.1093/geroni/igac059.2995","title":"A CROSSWALK OF COMMONLY USED FRAILTY SCALES","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Frailty Index; Percentile; Gerontology; Schema crosswalk; Medicine; Psychology; Statistics; Mathematics; Geography","score_opus":0.04822922683514223,"score_gpt":0.3332453474830516,"score_spread":0.2850161206479094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312003324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9919311,0.000043856224,0.0004135272,0.004708986,0.0001805941,0.00021117622,0.000014258813,0.000051474733,0.0024450698],"genre_scores_gemma":[0.9974013,7.360253e-7,0.0009902492,0.0008801284,0.000037816673,0.000038769147,0.00006995288,0.00001468337,0.00056638813],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988288,0.000038700062,0.00050156587,0.00014577786,0.0003438586,0.00014124744],"domain_scores_gemma":[0.99938005,0.00007842812,0.00015908219,0.00023001975,0.00013712245,0.000015320134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045355,0.00007332174,0.00018000607,0.0004733853,0.000073599214,0.0000086282325,0.00009738741,0.000025788762,0.0002672899],"category_scores_gemma":[0.00019331365,0.00008193391,0.000023570721,0.0019017275,0.000060363214,0.00007339182,0.000097512035,0.00029206314,0.0000048514103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008557271,0.00028634525,0.88042253,0.00016274549,0.000027804801,0.000044849145,0.004354263,0.00049220514,0.08493835,0.0079756025,0.0035341815,0.017675536],"study_design_scores_gemma":[0.0047432603,0.00020297965,0.9429773,0.00025444158,0.000013135529,0.00008705571,0.0021981858,0.0020995447,0.02287141,0.002449345,0.021869518,0.00023382876],"about_ca_topic_score_codex":0.00014772051,"about_ca_topic_score_gemma":0.00003274928,"teacher_disagreement_score":0.06255475,"about_ca_system_score_codex":0.00013497278,"about_ca_system_score_gemma":0.00007520353,"threshold_uncertainty_score":0.3341168},"labels":[],"label_agreement":null},{"id":"W4312036757","doi":"10.1093/geroni/igac059.2732","title":"A PSYCHOMETRICALLY ROBUST LONGITUDINAL RESEARCH MEASURE OF FRAILTY: FIVE DIMENSIONS ACROSS AGE AND TIME","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Longitudinal study; Construct (python library); Psychology; Measure (data warehouse); Longitudinal data; Exploratory factor analysis; Gerontology; Clinical psychology; Psychometrics; Medicine; Statistics; Computer science; Mathematics; Data mining","score_opus":0.14325675396558551,"score_gpt":0.4020679494937932,"score_spread":0.2588111955282077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9930209,0.00019652462,0.0003128019,0.003979994,0.00010108697,0.0003767479,0.00002366666,0.000034817822,0.0019534398],"genre_scores_gemma":[0.9961044,0.0000067504748,0.0017660223,0.0002415144,0.000045102275,0.000055106444,0.000045888515,0.00001900776,0.0017161979],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787116,0.00012967976,0.0004958995,0.0003124823,0.0008822995,0.00030847974],"domain_scores_gemma":[0.998637,0.0003216182,0.000113122514,0.00028395865,0.0006013615,0.000042911463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002293999,0.00009442329,0.00023798985,0.0012975037,0.00022588822,0.000022237547,0.00011578639,0.00004996327,0.0001873979],"category_scores_gemma":[0.0015759958,0.0000991542,0.000021782756,0.0077125314,0.00014970794,0.00009087536,0.00025732268,0.00077479845,0.000008875956],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085657253,0.0015124985,0.67734903,0.0004981486,0.00023815359,0.0011295582,0.027719252,0.0024615035,0.17542347,0.0067666625,0.03935275,0.06669243],"study_design_scores_gemma":[0.004629901,0.00060656277,0.97946405,0.0005132347,0.000018014332,0.00019012936,0.0034604508,0.0030690057,0.0011476408,0.0016459866,0.0049882727,0.00026672904],"about_ca_topic_score_codex":0.00016686355,"about_ca_topic_score_gemma":0.000014486923,"teacher_disagreement_score":0.30211505,"about_ca_system_score_codex":0.00019367092,"about_ca_system_score_gemma":0.00009410488,"threshold_uncertainty_score":0.40433908},"labels":[],"label_agreement":null},{"id":"W4312036799","doi":"10.1093/geroni/igac059.2997","title":"SEX DIFFERENCES AND LONGITUDINAL QUANTILES OF FRAILTY TRAJECTORIES WITH MISSING DATA DUE TO DEATH","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Percentile; Quantile; Gee; Medicine; Demography; Generalized estimating equation; Frailty Index; Health and Retirement Study; Ageing; Gerontology; Cardiovascular health; Disease; Statistics; Internal medicine; Mathematics","score_opus":0.11084883433076032,"score_gpt":0.3429047431277999,"score_spread":0.23205590879703958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9934027,0.0000757153,0.0035975438,0.002384683,0.00007289839,0.00017794991,0.00003137052,0.000027182781,0.00022996585],"genre_scores_gemma":[0.9948124,0.0000016890751,0.0047572483,0.00018110714,0.00003891968,0.00001399248,0.0000705571,0.000010746369,0.000113303286],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989698,0.000030213998,0.0003142794,0.00026012622,0.00029646882,0.00012913991],"domain_scores_gemma":[0.9993963,0.00009962639,0.00010491924,0.00028832743,0.00008691654,0.000023884262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034607793,0.000090046255,0.00021869279,0.0003388777,0.000091968184,0.000021002958,0.00012771993,0.000016607573,0.000045386263],"category_scores_gemma":[0.00018735592,0.00008004805,0.0000049519,0.0010557852,0.00004653159,0.00013672306,0.00016700938,0.00017296779,2.7002665e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006815315,0.000053622865,0.97823936,0.00010416449,0.00002185514,0.000038926566,0.0029175554,0.000036552192,0.0049041975,0.0011324511,0.0001423902,0.012340783],"study_design_scores_gemma":[0.0006725945,0.00017164188,0.9930714,0.00025987608,0.000014908674,0.00011607918,0.0022682473,0.0010402038,0.0017109655,0.00024414642,0.00032518146,0.000104804865],"about_ca_topic_score_codex":0.00038664925,"about_ca_topic_score_gemma":0.00006727557,"teacher_disagreement_score":0.014832002,"about_ca_system_score_codex":0.000043170105,"about_ca_system_score_gemma":0.00008491102,"threshold_uncertainty_score":0.32642648},"labels":[],"label_agreement":null},{"id":"W4312036828","doi":"10.1093/geroni/igac059.3089","title":"THE ASSOCIATION BETWEEN FRAILTY AND PERCEIVED FATIGABILITY IN THE LONG LIFE FAMILY STUDY","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Confidence interval; Physical activity; Gerontology; Internal medicine; Physical therapy; Demography","score_opus":0.05325050672724855,"score_gpt":0.329471341091434,"score_spread":0.27622083436418543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312036828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847578,0.00004296505,0.00004685093,0.0135497525,0.00011958314,0.0009056304,0.000004849847,0.000026917329,0.0005456418],"genre_scores_gemma":[0.9981955,0.0000032033865,0.000028594412,0.0013681405,0.000082953266,0.00015903208,0.000027665648,0.000009066712,0.00012581465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99803936,0.0004391205,0.0005448955,0.00021201794,0.0005780059,0.00018662338],"domain_scores_gemma":[0.99855125,0.000863832,0.00017986119,0.0002615941,0.00012795762,0.000015489615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041749263,0.00008866734,0.00015810262,0.00019296525,0.00031078362,0.00005588063,0.00014668923,0.00003230028,0.000012502328],"category_scores_gemma":[0.001875346,0.00006379588,0.00001456247,0.0016403713,0.000033098004,0.00009756014,0.0000983771,0.00063288026,0.0000016962708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012892983,0.00009152787,0.9783396,0.000010175821,0.000019772295,0.000004325522,0.015028775,0.000034619738,0.00017661953,0.00009110757,0.0002739036,0.005916648],"study_design_scores_gemma":[0.0012475926,0.00008005225,0.9749101,0.000018694469,0.0000135099335,0.0000013320192,0.022570025,0.00022170434,0.0000063603884,0.00033918335,0.00052897556,0.00006250545],"about_ca_topic_score_codex":0.0004385668,"about_ca_topic_score_gemma":0.00021771411,"teacher_disagreement_score":0.013437721,"about_ca_system_score_codex":0.0004451865,"about_ca_system_score_gemma":0.00008244002,"threshold_uncertainty_score":0.2749585},"labels":[],"label_agreement":null},{"id":"W4312069079","doi":"10.1371/journal.pone.0278767","title":"Protocol for a mixed methods feasibility and implementation study of a community-based integrated care model for home-dwelling older adults: The INSPIRE project","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"Velux Stiftung; European Commission; U.S. Department of Veterans Affairs; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Protocol (science); Medicine; Gerontology; Computer science; Alternative medicine; Pathology","score_opus":0.20498098413852894,"score_gpt":0.4452904201094024,"score_spread":0.24030943597087345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312069079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67071074,0.0000105886,0.008007181,0.00020621889,0.000008391087,0.320688,0.00031885927,0.000046911162,0.000003075476],"genre_scores_gemma":[0.5184121,1.5231161e-7,0.037669532,0.00012806054,0.000009513792,0.44350925,0.00023283,0.000026471957,0.000012075804],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978702,0.0008630281,0.00047440303,0.00024123138,0.00034516465,0.000205951],"domain_scores_gemma":[0.9979144,0.0006618537,0.00022780935,0.00055017305,0.0006038216,0.000041998166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013845239,0.00017658828,0.00042290942,0.00012150599,0.00048258784,0.000015953095,0.00018550023,0.000039852745,0.000011900737],"category_scores_gemma":[0.00029488152,0.00013156547,0.00007539433,0.00029141898,0.000056147117,0.00005318359,0.00010937706,0.00038178908,4.6609536e-8],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03367472,0.06664672,0.0783613,0.046966583,0.0022161177,0.0000023764605,0.65828073,0.0016507643,0.012194374,0.000035233224,0.0011942112,0.09877688],"study_design_scores_gemma":[0.06746284,0.017529128,0.006737058,0.0009406205,0.0011985087,0.000002010743,0.4758119,0.4041421,0.025472581,0.00020270533,0.00013981463,0.0003607267],"about_ca_topic_score_codex":0.000700588,"about_ca_topic_score_gemma":0.0011244542,"teacher_disagreement_score":0.40249133,"about_ca_system_score_codex":0.0002460574,"about_ca_system_score_gemma":0.00030566155,"threshold_uncertainty_score":0.5365084},"labels":[],"label_agreement":null},{"id":"W4312103443","doi":"10.1093/geroni/igac059.094","title":"EARLY DETECTION AND MANAGEMENT OF FRAILTY IN PRIMARY CARE: VALIDATION OF THE EFI-CGA WITH ELECTRONIC HEALTH RECORDS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Fraser Health","funders":"","keywords":"Intraclass correlation; Medicine; Gerontology; Internal medicine; Psychometrics; Clinical psychology","score_opus":0.015890088789274535,"score_gpt":0.2697837214657454,"score_spread":0.25389363267647086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312103443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969925,0.00011561637,0.0006039582,0.0011217553,0.00007142192,0.0005492772,0.0000023183256,0.000010957856,0.00053218525],"genre_scores_gemma":[0.9992486,0.000026263,0.0003636323,0.00019904964,0.000008544762,0.00005909931,0.00002243749,0.000009156183,0.00006317552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990376,0.00006542654,0.0003800526,0.00013392947,0.0002617791,0.00012120263],"domain_scores_gemma":[0.99950546,0.000017167495,0.00024076292,0.00015414019,0.000075698816,0.0000067488745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047424348,0.000057433193,0.00012796035,0.00032324178,0.000044137763,0.0000034102866,0.00004840807,0.000015502479,0.000006166574],"category_scores_gemma":[0.000011282469,0.000050698152,0.000008742483,0.0017878895,0.000024251649,0.00006580856,0.000053362466,0.00022464298,8.5372434e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036237977,0.00015769666,0.7793393,0.0021787004,0.000051463285,0.00000412361,0.009122633,0.0013160552,0.012949963,0.002054843,0.000037785856,0.19242504],"study_design_scores_gemma":[0.0017860833,0.00033894155,0.9877338,0.00043236304,0.00000840129,0.000009339928,0.0011991602,0.0001079893,0.007840762,0.00020450001,0.000285763,0.0000529439],"about_ca_topic_score_codex":0.0005628122,"about_ca_topic_score_gemma":0.00013097384,"teacher_disagreement_score":0.20839444,"about_ca_system_score_codex":0.00062857266,"about_ca_system_score_gemma":0.00011590934,"threshold_uncertainty_score":0.20674106},"labels":[],"label_agreement":null},{"id":"W4312139189","doi":"10.1136/ijgc-2022-igcs.482","title":"EP393/#809 Validation of a frailty index in gynaecologic oncology","year":2022,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Frailty Index; Malignancy; Psychological intervention; Population; Emergency medicine; Disease; Internal medicine; Surgery","score_opus":0.04997616358399587,"score_gpt":0.3797183913186457,"score_spread":0.32974222773464984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312139189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815646,0.00027768133,0.00015097631,0.011208761,0.0023065512,0.00022220192,0.000034875826,0.000010531345,0.004223813],"genre_scores_gemma":[0.9968743,0.00016809803,0.0005420405,0.0017153204,0.0002257025,0.000055795597,0.000011383283,0.000009670801,0.00039770993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99763644,0.0002185445,0.0008803452,0.00017206767,0.00089927815,0.00019334296],"domain_scores_gemma":[0.9977097,0.00070063776,0.00075942,0.0001013082,0.0006339042,0.00009502135],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007712033,0.00011953083,0.00047192743,0.00041177156,0.000034773875,0.000008403778,0.00045430826,0.00012622464,0.0156227015],"category_scores_gemma":[0.0013988034,0.000097208846,0.0001900437,0.00026524067,0.00012271895,0.00011531363,0.00021413623,0.0007701109,0.0000054746447],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035014201,0.0037753386,0.8345918,0.000035576722,0.00053896144,0.0027962297,0.0009609794,0.021133892,0.0054598055,0.00062689977,0.008849931,0.117729165],"study_design_scores_gemma":[0.0066034785,0.003545987,0.94406724,0.000051511168,0.00006209059,0.0007526641,0.00052460656,0.00056814845,0.0018691248,0.002349211,0.039461493,0.00014442923],"about_ca_topic_score_codex":0.000096667885,"about_ca_topic_score_gemma":0.0000978197,"teacher_disagreement_score":0.117584735,"about_ca_system_score_codex":0.0020293787,"about_ca_system_score_gemma":0.0006613909,"threshold_uncertainty_score":0.9852772},"labels":[],"label_agreement":null},{"id":"W4312177904","doi":"10.21315/mjms2022.29.6.4","title":"Prevalence of Frailty and Its Standardised Assessment Tools among Malaysian Older Person: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Malaysian Journal of Medical Sciences","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Universiti Teknologi MARA","keywords":"Scopus; Gerontology; Medicine; MEDLINE; Systematic review; Stressor; Vulnerability (computing); Scale (ratio); Psychiatry","score_opus":0.11646983668436373,"score_gpt":0.40429851753514456,"score_spread":0.28782868085078084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312177904","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002452959,0.9932015,0.00006035143,0.0025220509,0.0004114446,0.0025586346,0.000071715884,0.000014589074,0.000914431],"genre_scores_gemma":[0.0012459246,0.99742115,0.00036889623,0.00024667542,0.00020555602,0.00010273545,0.0000061188257,0.00003272263,0.0003702181],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9877643,0.001289271,0.0028249996,0.000583769,0.0070053334,0.00053233904],"domain_scores_gemma":[0.9937823,0.0011779282,0.003324819,0.00047258133,0.0002148818,0.0010275001],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0114524225,0.00055110024,0.005290964,0.0004475815,0.00019039169,0.00009733425,0.0016930108,0.00029910594,0.0069261706],"category_scores_gemma":[0.0047077844,0.00033112618,0.0010596476,0.001150905,0.0008747517,0.0003819789,0.00028669488,0.0016834594,0.000005376629],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044432686,0.00011975249,0.00019335689,0.90353346,0.0003293268,0.00066331885,0.00015699772,5.066818e-7,1.5167313e-7,0.00008085688,0.0006869071,0.09423094],"study_design_scores_gemma":[0.00072585593,0.0012355186,0.00037130612,0.963043,0.0068055815,0.0057091606,0.0004069793,0.00012470073,4.459249e-7,0.000007471191,0.021238746,0.0003312568],"about_ca_topic_score_codex":0.000003613246,"about_ca_topic_score_gemma":7.789708e-7,"teacher_disagreement_score":0.09389968,"about_ca_system_score_codex":0.00031533383,"about_ca_system_score_gemma":0.0031472999,"threshold_uncertainty_score":0.99991405},"labels":[],"label_agreement":null},{"id":"W4312219536","doi":"10.1093/ageing/afac289","title":"Frailty and the impacts of the COVID-19 pandemic on community-living middle-aged and older adults: an analysis of data from the Canadian Longitudinal Study on Aging (CLSA)","year":2022,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; McGill University Health Centre; McGill University; Impact; University of Calgary; McMaster University","funders":"Sam and Rose Stein Institute for Research on Aging; Canadian Institutes of Health Research; Public Health Agency of Canada; McMaster University","keywords":"Pandemic; Medicine; Gerontology; Public health; Psychological intervention; Quartile; Longitudinal study; Health care; Coronavirus disease 2019 (COVID-19); Demography; Cross-sectional study; Environmental health; Disease; Confidence interval; Infectious disease (medical specialty)","score_opus":0.16892328770096252,"score_gpt":0.36159879160840175,"score_spread":0.19267550390743923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312219536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967792,0.0005061073,0.000010567034,0.0016497275,0.000034600325,0.00060518674,0.00033881777,0.0000126943105,0.0000631106],"genre_scores_gemma":[0.9968972,0.000050990922,0.0000130510625,0.0028487165,0.0000333389,0.000012012206,0.00010619594,0.000014523341,0.000023952205],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99749213,0.0013082867,0.0002887721,0.0003063199,0.00038646307,0.00021805023],"domain_scores_gemma":[0.99520487,0.0030478786,0.0001833917,0.0013529116,0.000025871457,0.00018508673],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00207536,0.00016733876,0.00041633288,0.0001504484,0.0014778903,0.00006257779,0.0005269312,0.000037466707,0.000048023707],"category_scores_gemma":[0.0010602719,0.00009122452,0.00005382054,0.00046668376,0.00032636698,0.000112327354,0.00063594367,0.0008272984,9.990668e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015453427,0.0001445011,0.92176163,0.00004763882,0.00070411706,0.00019264004,0.074669935,0.000067021065,0.000086733235,0.00001051774,0.00011552838,0.0020451986],"study_design_scores_gemma":[0.0022534777,0.00022457715,0.95165133,0.00028679598,0.001170521,0.00001594835,0.042874437,0.0013348387,0.0000036060312,0.00002995249,0.00006297551,0.00009153542],"about_ca_topic_score_codex":0.59243333,"about_ca_topic_score_gemma":0.8578322,"teacher_disagreement_score":0.26539886,"about_ca_system_score_codex":0.000092964125,"about_ca_system_score_gemma":0.000107984415,"threshold_uncertainty_score":0.999822},"labels":[],"label_agreement":null},{"id":"W4312225764","doi":"10.3390/healthcare11010082","title":"The Impact of Frailty and Geriatric Syndromes on the Quality of Life of Older Adults Receiving Home-Based Healthcare: A Cross-Sectional Survey","year":2022,"lang":"en","type":"article","venue":"Healthcare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"U.S. Naval Academy; Princess Nourah Bint Abdulrahman University","keywords":"Medicine; Depression (economics); Quality of life (healthcare); Geriatric Depression Scale; Montreal Cognitive Assessment; Comorbidity; Gerontology; Cross-sectional study; Activities of daily living; Geriatrics; Cognition; Cognitive impairment; Depressive symptoms; Physical therapy; Psychiatry","score_opus":0.09533713603397632,"score_gpt":0.4007006076551018,"score_spread":0.3053634716211255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312225764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98679113,0.002758827,0.0000054089724,0.0074889236,0.0002854372,0.0011360501,0.0014858849,0.000027138667,0.000021200392],"genre_scores_gemma":[0.99900436,0.00017200074,0.000027893966,0.00043864673,0.00005782992,0.00008916205,0.00011756063,0.000032791144,0.000059771668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99512446,0.0018318765,0.0011920189,0.0003955629,0.001052971,0.00040312682],"domain_scores_gemma":[0.993556,0.003754637,0.000870689,0.0008182607,0.00075842836,0.00024197953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038802945,0.00022002732,0.0006724586,0.00016310274,0.00046647168,0.000014126279,0.00026348542,0.0001237885,0.00015401511],"category_scores_gemma":[0.002534687,0.00013835265,0.00025078907,0.0007916783,0.0003045045,0.00003957146,0.00012033308,0.0005589357,0.0000010224759],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026516258,0.00021904128,0.99208266,0.0014398558,0.00008821396,0.0000018562599,0.0009607016,0.00008771659,0.000045490277,0.000121360674,0.0005109362,0.0017905659],"study_design_scores_gemma":[0.002086943,0.0017603757,0.99497116,0.00020104839,0.0000066586713,0.000019328349,0.00050648925,0.00016903011,0.00007282931,0.000079703575,0.000018127259,0.00010829575],"about_ca_topic_score_codex":0.04664364,"about_ca_topic_score_gemma":0.0022676783,"teacher_disagreement_score":0.044375964,"about_ca_system_score_codex":0.0003220884,"about_ca_system_score_gemma":0.0015792239,"threshold_uncertainty_score":0.9597048},"labels":[],"label_agreement":null},{"id":"W4313141682","doi":"10.47572/muskutd.952817","title":"The Predictive Impact of Frailty Index on Outcomes Following Emergency Colectomy for Obstructing and Perforated Colon Cancer","year":2022,"lang":"en","type":"article","venue":"Muğla Sıtkı Koçman Üniversitesi Tıp Dergisi","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Medicine; Perforation; Internal medicine; Gastroenterology; Surgery","score_opus":0.022995660482442185,"score_gpt":0.3242141627240486,"score_spread":0.30121850224160646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313141682","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946608,0.0004951484,0.0001144201,0.0010997845,0.00066650304,0.0013215196,0.00025343016,0.00007933358,0.0013090702],"genre_scores_gemma":[0.996275,0.000059040867,0.000101178615,0.00010099073,0.00007133547,0.000112577545,0.000056394478,0.00004751905,0.0031759841],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99797535,0.000118446675,0.0003997518,0.00047024744,0.00055333157,0.00048290024],"domain_scores_gemma":[0.998242,0.0006493319,0.00033191766,0.00038197878,0.00023210027,0.0001626543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030704073,0.00030894927,0.0005218908,0.00023195952,0.0011660188,0.000017890861,0.00026610395,0.0000964462,0.00044346962],"category_scores_gemma":[0.00039441115,0.00024135907,0.00036040295,0.0005683352,0.00013341465,0.00015924274,0.00020792357,0.00041398252,0.0000013945095],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014500619,0.00013191762,0.97218776,0.00008947165,0.001369588,0.000032117205,0.0036273624,0.0031052066,0.0031137792,0.00009954961,0.011583561,0.003209618],"study_design_scores_gemma":[0.007979944,0.0031917433,0.96369016,0.00013539198,0.0005968987,0.00001952252,0.008022578,0.012148188,0.0006151068,0.0002399504,0.002967807,0.00039269344],"about_ca_topic_score_codex":0.0010819293,"about_ca_topic_score_gemma":0.00016465095,"teacher_disagreement_score":0.009042982,"about_ca_system_score_codex":0.000649341,"about_ca_system_score_gemma":0.00023277453,"threshold_uncertainty_score":0.9842337},"labels":[],"label_agreement":null},{"id":"W4313205631","doi":"10.1007/s12630-022-02354-6","title":"Performance of administrative database frailty instruments in predicting clinical outcomes and cost for patients undergoing transcatheter aortic valve implantation: a historical cohort study","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Impact; Sunnybrook Health Science Centre; Western University","funders":"Ontario Medical Association; CorHealth Ontario; Ontario Ministry of Health and Long-Term Care; Academic Medical Organization of Southwestern Ontario; Boston Scientific Corporation","keywords":"Medicine; Confidence interval; Cohort; Akaike information criterion; Cohort study; Frailty Index; Retrospective cohort study; Statistic; Gerontology; Demography; Emergency medicine; Internal medicine; Statistics","score_opus":0.04400633456602326,"score_gpt":0.3078436440181995,"score_spread":0.26383730945217626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313205631","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973528,0.00009732229,0.000004811099,0.00088227197,0.00040882768,0.0011636266,0.000049667346,0.000003955956,0.00003673797],"genre_scores_gemma":[0.999219,0.00003599083,0.00032994393,0.000086704174,0.00012884138,0.000037744154,0.000027995851,0.00003964043,0.00009411252],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99640685,0.00028050022,0.0017388233,0.000294895,0.00070020463,0.00057872565],"domain_scores_gemma":[0.99661887,0.00040323392,0.0009806366,0.0002163158,0.0004375412,0.0013434158],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020516894,0.00027612477,0.0009249097,0.00068888534,0.0004242957,0.000044626006,0.00031555782,0.00009077343,0.000059506932],"category_scores_gemma":[0.0005772976,0.0002580854,0.00035846783,0.0003127694,0.00012565502,0.00036234045,0.000015596472,0.0009854673,3.542795e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006291421,0.000414853,0.9827806,0.00008288896,0.0003299218,0.009537133,0.002819158,0.000039772796,0.0000010846686,0.000003257149,0.00021653295,0.0031457043],"study_design_scores_gemma":[0.006245685,0.009819932,0.8119258,0.00020089351,0.00041583367,0.16888484,0.0019075391,0.00013074111,0.0000023343703,0.000009932039,0.00026949297,0.00018696963],"about_ca_topic_score_codex":0.0040521016,"about_ca_topic_score_gemma":0.01749525,"teacher_disagreement_score":0.17085475,"about_ca_system_score_codex":0.0021364132,"about_ca_system_score_gemma":0.004268396,"threshold_uncertainty_score":0.9999871},"labels":[],"label_agreement":null},{"id":"W4313319392","doi":"10.36803/ijpmr.v11i02.314","title":"Correlation Between Body Mass Index and Frailty on Activities of Daily Living among Elderly in The Nursing Home","year":2022,"lang":"en","type":"article","venue":"Indonesian Journal of Physical Medicine and Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Activities of daily living; Medicine; Body mass index; Nursing homes; Gerontology; Barthel index; Sarcopenia; Physical therapy; Internal medicine; Nursing","score_opus":0.013971146891624209,"score_gpt":0.29053286887708335,"score_spread":0.27656172198545914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313319392","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921324,0.000117994685,0.0004624498,0.0067197755,0.00010464708,0.0002701869,0.0000024761603,0.000004416479,0.00018561585],"genre_scores_gemma":[0.9994555,0.0000059697195,0.00009230626,0.000057910413,0.00035669698,0.0000073686756,0.0000030377716,0.000010893381,0.000010317377],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830693,0.00035584063,0.00045690459,0.00013098323,0.00062830845,0.00012104041],"domain_scores_gemma":[0.9956015,0.0037771452,0.00035562876,0.00011690627,0.00007705287,0.000071799586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00082565186,0.00011539303,0.00042366472,0.00036441686,0.00009344233,0.0000074603918,0.00006263374,0.000043490014,0.0000071378745],"category_scores_gemma":[0.00064274727,0.00007591045,0.00006630446,0.0002982637,0.00044507312,0.00019846909,0.0000126978875,0.000619838,8.950824e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004984291,0.00045241698,0.8469308,0.00024389707,0.000058303795,0.000026492597,0.08334985,0.0002699988,0.0038509483,0.0004235517,0.00019920726,0.06369608],"study_design_scores_gemma":[0.0019485164,0.010753198,0.9455596,0.0018109656,0.00010800646,0.000053135613,0.03598029,0.001011288,0.000029389552,0.0026657688,0.000013549254,0.00006624406],"about_ca_topic_score_codex":0.000032542,"about_ca_topic_score_gemma":0.0000019774625,"teacher_disagreement_score":0.09862882,"about_ca_system_score_codex":0.00008109557,"about_ca_system_score_gemma":0.000047969024,"threshold_uncertainty_score":0.30955383},"labels":[],"label_agreement":null},{"id":"W4313332707","doi":"10.1093/ageing/afac303","title":"Effects of a 12-week Vivifrail exercise program on intrinsic capacity among frail cognitively impaired community-dwelling older adults: secondary analysis of a multicentre randomised clinical trial","year":2022,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Gobierno de Navarra; Universidad Pública de Navarra","keywords":"Medicine; Geriatric Depression Scale; Dementia; Physical therapy; Vitality; Randomized controlled trial; Confidence interval; Gerontology; Cognition; Depression (economics); Cognitive decline; Internal medicine; Depressive symptoms; Psychiatry; Disease","score_opus":0.03138693898031007,"score_gpt":0.2960161934870233,"score_spread":0.2646292545067132,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313332707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948652,0.00029238174,0.000046028603,0.000046998943,0.00017565505,0.0042243744,0.00005746678,0.00009170211,0.00020018543],"genre_scores_gemma":[0.998575,0.00011575108,0.0004330398,0.00019353344,0.00009472412,0.00031815274,0.00015295047,0.000036459875,0.000080438236],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9962299,0.0013174855,0.0011450032,0.0004237266,0.0005155495,0.00036836427],"domain_scores_gemma":[0.9946625,0.0039056148,0.000614063,0.00043395438,0.0001560873,0.00022774894],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014315699,0.00030677795,0.0016241766,0.0004659361,0.00032804598,0.000024957862,0.00019315783,0.00015085952,0.00011469856],"category_scores_gemma":[0.0013710582,0.00028300047,0.0006844694,0.00076886907,0.00037907806,0.00010957825,0.00021211413,0.0014157187,0.0000011329955],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.20501761,0.013405665,0.009291511,0.0027954758,0.0045087673,0.0041359034,0.037146613,0.000057107933,0.00064248755,0.0000019917284,0.00018005595,0.7228168],"study_design_scores_gemma":[0.40146875,0.00535525,0.5726471,0.0025803947,0.0070225834,0.000006581393,0.005796261,0.0032010977,0.0014610414,0.000013507377,0.000079874975,0.00036755638],"about_ca_topic_score_codex":0.0012709377,"about_ca_topic_score_gemma":0.00029402628,"teacher_disagreement_score":0.72244924,"about_ca_system_score_codex":0.000051526447,"about_ca_system_score_gemma":0.00008225827,"threshold_uncertainty_score":0.9999622},"labels":[],"label_agreement":null},{"id":"W4313572772","doi":"10.1101/2022.12.20.22283699","title":"Promoting Activity, Independence and Stability in early dementia and mild cognitive impairment (PrAISED): A randomised controlled trial","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Physical therapy; Activities of daily living; Mood; Randomized controlled trial; Medicine; Quality of life (healthcare); Psychological intervention; Balance (ability); Physical medicine and rehabilitation; Clinical psychology; Psychiatry; Internal medicine","score_opus":0.028854538279296682,"score_gpt":0.30309745034690955,"score_spread":0.27424291206761287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313572772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97541887,0.0007532301,0.000034432374,0.00096918416,0.00046630908,0.021904444,0.00005913463,0.00007687994,0.00031752512],"genre_scores_gemma":[0.99537295,0.00012912213,0.00010670247,0.00008320832,0.00012399325,0.004053602,0.000028028471,0.000045720786,0.00005668499],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99555194,0.001069893,0.00084491406,0.0011627962,0.00088916376,0.00048130722],"domain_scores_gemma":[0.9971837,0.0014315512,0.0005008038,0.00045781242,0.00015792498,0.00026824966],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0037566111,0.0004888995,0.001645673,0.00026793484,0.00012502141,0.000088532826,0.00016866131,0.00032477296,0.00033300626],"category_scores_gemma":[0.0025736764,0.0004440053,0.00021419016,0.00016687239,0.00022051123,0.000114581555,0.0011597282,0.0018872744,0.0000017723889],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5850846,0.0012100413,0.40127575,0.00086906273,0.0007083443,0.00017951286,0.008062171,0.0000010309001,0.0007676649,0.0000015402677,0.000008244154,0.0018320389],"study_design_scores_gemma":[0.6714226,0.0012025946,0.32400027,0.00058357406,0.0005988636,0.000015317284,0.0002502911,0.00073026534,0.0007899171,0.00010973505,0.0000057190405,0.00029086776],"about_ca_topic_score_codex":0.0005103386,"about_ca_topic_score_gemma":0.00023813144,"teacher_disagreement_score":0.086337976,"about_ca_system_score_codex":0.00019071024,"about_ca_system_score_gemma":0.00046257136,"threshold_uncertainty_score":0.99980116},"labels":[],"label_agreement":null},{"id":"W4313800229","doi":"10.1093/gerona/glad006","title":"Canine Model of Human Frailty: Adaptation of a Frailty Phenotype in Older Dogs","year":2023,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hazard ratio; Confidence interval; Confounding; Prospective cohort study; Proportional hazards model; Gerontology; Internal medicine","score_opus":0.135820521984771,"score_gpt":0.3656982088370237,"score_spread":0.2298776868522527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313800229","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99063617,0.0008527011,0.00035505346,0.006381611,0.00008424887,0.00031700774,0.00002860349,0.000026383734,0.001318228],"genre_scores_gemma":[0.99703807,0.00030286703,0.00085986656,0.00011641851,0.00003931899,0.000012503977,0.000013813955,0.000024225506,0.0015929126],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.998209,0.00012350775,0.0008719129,0.00015774461,0.00034737404,0.00029045006],"domain_scores_gemma":[0.99842256,0.00015918264,0.00058041036,0.00043851053,0.00033518422,0.00006413456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066727144,0.00016059245,0.0007339947,0.00027639372,0.000052206688,0.0000032346109,0.00024756178,0.000162763,0.00024760814],"category_scores_gemma":[0.00032741966,0.00011848245,0.00011396033,0.000401605,0.00039288934,0.00015579494,0.00008161403,0.00031804002,0.000004891441],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038289758,0.0012430999,0.09761109,0.0016881508,0.0012076865,0.00010873895,0.09166868,0.045042545,0.71955013,0.008487481,0.010594752,0.01896866],"study_design_scores_gemma":[0.010499381,0.0031313053,0.87186235,0.0019723866,0.00056156825,0.0002825555,0.01688124,0.034314286,0.041541755,0.018126957,0.00034053958,0.00048565547],"about_ca_topic_score_codex":0.0022105924,"about_ca_topic_score_gemma":0.007829821,"teacher_disagreement_score":0.7742513,"about_ca_system_score_codex":0.000042985866,"about_ca_system_score_gemma":0.00017128915,"threshold_uncertainty_score":0.4831574},"labels":[],"label_agreement":null},{"id":"W4314447492","doi":"10.1093/ageing/afac309","title":"The frailty index based on laboratory test data as a tool to investigate the impact of frailty on health outcomes: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Frailty Index; Meta-analysis; Gerontology; Test (biology); Internal medicine","score_opus":0.23522710365142285,"score_gpt":0.44629473172096606,"score_spread":0.2110676280695432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4314447492","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000035700443,0.9879372,0.000012409725,0.005072272,0.000022034832,0.005523564,0.0012874199,0.000051129493,0.000058250844],"genre_scores_gemma":[0.00043908806,0.98740834,0.000044784425,0.010477633,0.000032383596,0.0004349943,0.0002897162,0.00007757411,0.00079548213],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.995543,0.0010264675,0.0015888966,0.0007618541,0.000679925,0.00039988072],"domain_scores_gemma":[0.98943996,0.0055759517,0.0011110888,0.0034563781,0.00010612883,0.00031051788],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0036176865,0.0006751021,0.0074915835,0.00030567095,0.00026450263,0.00012882188,0.00072512124,0.00015064792,0.000030301368],"category_scores_gemma":[0.011069028,0.00026605584,0.0011708342,0.0019282298,0.0001347034,0.000072245704,0.00032095044,0.0007299456,0.000043337586],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007197545,0.00008610672,0.00003790225,0.9013263,0.07643917,0.00084701006,0.00019978211,0.000009296378,1.3882138e-7,0.0000150688165,0.007906449,0.013125579],"study_design_scores_gemma":[0.00043847057,0.0008091333,0.0013137417,0.28889343,0.66471773,0.000023431978,0.000073078285,0.00020788086,1.0530369e-7,0.000029728051,0.042904582,0.00058865914],"about_ca_topic_score_codex":0.0009562739,"about_ca_topic_score_gemma":0.00034374397,"teacher_disagreement_score":0.61243284,"about_ca_system_score_codex":0.000118381584,"about_ca_system_score_gemma":0.0006572547,"threshold_uncertainty_score":0.99997914},"labels":[],"label_agreement":null},{"id":"W4315574381","doi":"10.1186/s12877-022-03623-1","title":"Validation of the self-reported domains of the Edmonton Frail Scale in patients 65 years of age and older","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Gerontology; Rehabilitation; Scale (ratio); Physical therapy; Cartography","score_opus":0.014756795741213724,"score_gpt":0.24999198450168314,"score_spread":0.23523518876046942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315574381","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988538,0.000026006996,0.0000081314265,0.00009148703,0.00022797826,0.00054630364,0.00001896131,0.000016808417,0.00021049636],"genre_scores_gemma":[0.9992812,0.000029053454,0.00037900262,0.0000160988,0.000024100871,0.0000060222246,0.000014393268,0.000012733002,0.00023738923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888295,0.000069618814,0.00040433672,0.00012873078,0.00040163318,0.000112749294],"domain_scores_gemma":[0.99906045,0.00010115277,0.00030140605,0.00040152774,0.00010929099,0.00002618346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027550268,0.00007110151,0.00020032086,0.000102469916,0.000016462529,0.0000030228819,0.00010904209,0.00008302466,0.000008872692],"category_scores_gemma":[0.00044825565,0.000048994592,0.00006998758,0.00086261495,0.00006407289,0.00003240146,0.00010844716,0.00008632114,0.0000014158235],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030012281,0.00016987183,0.99365354,0.00023964787,0.000023019238,0.0000014159192,0.001816355,0.00003747585,0.0025290973,0.00000876577,0.00071561494,0.00077521114],"study_design_scores_gemma":[0.0018089426,0.0000543707,0.99089926,0.00008588168,0.00009228869,0.0000010894588,0.00010548973,0.000064379434,0.006680525,0.000069247784,0.00009570406,0.000042798358],"about_ca_topic_score_codex":0.00016801401,"about_ca_topic_score_gemma":0.00010222347,"teacher_disagreement_score":0.0041514277,"about_ca_system_score_codex":0.000032075604,"about_ca_system_score_gemma":0.00009145171,"threshold_uncertainty_score":0.19979416},"labels":[],"label_agreement":null},{"id":"W4315702863","doi":"10.1097/01.hjh.0000915828.69837.14","title":"PS-BPC05-4: DIASTOLIC FUNCTION AND STROKE VOLUME MEASURED BY ECHOCARDIOGRAPHY IS RELATED TO PROGRESSION OF FRAILTY IN ELDERLY HYPERTENSIVE OUTPATIENTS","year":2023,"lang":"en","type":"article","venue":"Journal of Hypertension","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Montreal Cognitive Assessment; Diastole; Stroke (engine); Heart failure; Diabetes mellitus; Stroke volume; Cognitive impairment; Blood pressure; Ejection fraction; Endocrinology","score_opus":0.028864273223387815,"score_gpt":0.27047663067946776,"score_spread":0.24161235745607995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315702863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935054,0.0012073995,0.000047100024,0.0040138178,0.00062020996,0.0004977164,0.000022597551,0.000039271483,0.000046461482],"genre_scores_gemma":[0.9981333,0.00039274996,0.00043278447,0.0006477777,0.000055815886,0.0000061524975,0.000018331792,0.000041687,0.00027140626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973475,0.00011607525,0.0009024304,0.00030460168,0.0009994846,0.0003299273],"domain_scores_gemma":[0.9978556,0.00008356759,0.00043186467,0.00029428478,0.0010277823,0.0003069265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005104792,0.00023696557,0.0008707674,0.0010826027,0.00006112616,0.000015116821,0.00010321404,0.0002459158,0.00001991021],"category_scores_gemma":[0.0005780236,0.00018358475,0.0002512124,0.0010997994,0.0000737684,0.00022021514,0.00006561404,0.0004935251,0.000021642314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025076463,0.00053372176,0.46986184,0.00014855675,0.00043522313,0.00043539287,0.0013242349,0.000058087055,0.3145203,9.88006e-7,0.101974,0.10820001],"study_design_scores_gemma":[0.008663765,0.0076968013,0.9674019,0.0021571512,0.00045703305,0.0005716015,0.0010649359,0.0011923645,0.006885206,0.00011770826,0.0035076987,0.000283802],"about_ca_topic_score_codex":0.00005805993,"about_ca_topic_score_gemma":0.0000042475945,"teacher_disagreement_score":0.4975401,"about_ca_system_score_codex":0.00006657602,"about_ca_system_score_gemma":0.000068130525,"threshold_uncertainty_score":0.74863684},"labels":[],"label_agreement":null},{"id":"W4315754222","doi":"10.1177/08445621221144667","title":"The Association Between Frailty and a Nurse-Identified Need for Comprehensive Geriatric Assessment Referral from the Emergency Department","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Waterloo; Brock University; Université Laval; University of Saskatchewan; McMaster University; Queen's University; Impact","funders":"","keywords":"Medicine; Emergency department; Referral; Cohort; Geriatrics; Geriatric care; Logistic regression; Emergency medicine; Gerontology; Family medicine; Medical emergency; Nursing; Psychiatry; Internal medicine","score_opus":0.19535593994287256,"score_gpt":0.4564689891039489,"score_spread":0.26111304916107636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315754222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9193537,0.0013048529,0.00005063577,0.07612261,0.0014425202,0.0008374137,0.00013873275,0.000013093066,0.00073641783],"genre_scores_gemma":[0.99598616,0.0002083032,0.00017235748,0.00005909498,0.0011493183,0.000023486682,0.00007199842,0.000026545178,0.002302742],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99749446,0.00037196977,0.00044799727,0.00016877649,0.00084914354,0.0006676655],"domain_scores_gemma":[0.9956235,0.002143895,0.00020500126,0.000257524,0.0012087796,0.0005612492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021463365,0.00010913001,0.00024995088,0.00030563562,0.0010112684,0.00017659254,0.00027501123,0.00010837242,0.000027410295],"category_scores_gemma":[0.0014357833,0.00007146091,0.000113954426,0.0006590692,0.00015863712,0.00008597972,0.000013522037,0.0007281185,0.0000116525825],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011384622,0.000023813736,0.15420283,0.000019322102,0.00034252988,0.00005049405,0.0037209762,0.000007460295,0.0005253748,0.00012813897,0.7881512,0.052713975],"study_design_scores_gemma":[0.0012898528,0.0003460648,0.9610329,0.00034214937,0.00016750014,0.000017730285,0.006174213,0.00017708869,0.000056581815,0.0038137017,0.02650716,0.00007502969],"about_ca_topic_score_codex":0.0021726862,"about_ca_topic_score_gemma":0.0045306464,"teacher_disagreement_score":0.8068301,"about_ca_system_score_codex":0.0019253511,"about_ca_system_score_gemma":0.001373813,"threshold_uncertainty_score":0.7777961},"labels":[],"label_agreement":null},{"id":"W4315929233","doi":"10.1213/ane.0000000000006272","title":"Association Between the FRAIL Scale and Postoperative Complications in Older Surgical Patients: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Anesthesia & Analgesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Meta-analysis; MEDLINE; Association (psychology); Scale (ratio); Intensive care medicine; General surgery; Internal medicine","score_opus":0.05286031452917429,"score_gpt":0.33066070209146264,"score_spread":0.27780038756228836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315929233","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000071277274,0.9817484,0.0000026929363,0.012831582,0.000003456209,0.005130307,0.000064430766,0.000028879786,0.00011897129],"genre_scores_gemma":[0.00019132333,0.99367446,0.00004082679,0.002079584,0.000014657512,0.0018777262,0.00090061285,0.00004718171,0.0011736586],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9950248,0.0018985652,0.0014221887,0.0006712408,0.0006806625,0.00030254837],"domain_scores_gemma":[0.9960917,0.0018116684,0.0009450836,0.00082731654,0.0001745981,0.00014962148],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014776117,0.0005282277,0.007269026,0.00037418862,0.00021652853,0.00007135735,0.00027561357,0.0002352949,0.00043183958],"category_scores_gemma":[0.00027795555,0.0003090962,0.0013201428,0.0017550465,0.00008899287,0.00008967864,0.00008172817,0.00068518764,0.00002406478],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005378813,0.00047501855,0.019807989,0.72565234,0.24169648,0.00018151554,0.00087163644,4.8353667e-7,3.2049672e-9,0.00013833209,0.0041655684,0.007005273],"study_design_scores_gemma":[0.0002638551,0.000069926566,0.009321585,0.009526872,0.8018397,0.00020147333,0.00003669104,0.0000034202524,8.020594e-9,0.0000055416044,0.17844298,0.00028790403],"about_ca_topic_score_codex":0.00014683012,"about_ca_topic_score_gemma":0.00006953668,"teacher_disagreement_score":0.7161254,"about_ca_system_score_codex":0.00033696645,"about_ca_system_score_gemma":0.00010612674,"threshold_uncertainty_score":0.9999361},"labels":[],"label_agreement":null},{"id":"W4316371459","doi":"10.3390/ijerph20021554","title":"Comparing Virtual and Center-Based Cardiac Rehabilitation on Changes in Frailty","year":2023,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Pfizer Canada; Dalhousie University; Pfizer","keywords":"Medicine; Frailty Index; Rehabilitation; Gerontology; Disease; Physical therapy; Internal medicine","score_opus":0.12309581250285706,"score_gpt":0.4111444792414407,"score_spread":0.28804866673858365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316371459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91710323,0.00013920927,0.0000099024755,0.082233526,0.00016157402,0.00016952839,0.000040469127,0.000005707647,0.00013682354],"genre_scores_gemma":[0.99775255,0.0013278468,0.000121012075,0.0004875117,0.00015511416,0.00000670399,0.000046142795,0.000009306771,0.000093792114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802476,0.00021695082,0.00028125595,0.00014870883,0.0010386053,0.00028969604],"domain_scores_gemma":[0.9988163,0.00061727344,0.00008390959,0.00007788287,0.0000554382,0.0003491786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020689052,0.000070552764,0.00019055005,0.00078610284,0.000053840293,0.000043209035,0.00009996996,0.00003782542,0.000044476936],"category_scores_gemma":[0.00057036843,0.0000621015,0.0000294931,0.00014237841,0.0001991266,0.00012127309,0.00007483069,0.00041891835,0.000011622169],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004891567,0.00076596765,0.85360724,0.000047889185,0.000055472356,0.00009313074,0.0011173338,0.000014882096,0.00078555394,0.0002842047,0.0018132873,0.14092587],"study_design_scores_gemma":[0.0023196538,0.0033539538,0.97494555,0.00026809238,9.067894e-7,0.00003890001,0.0016394769,0.00045966665,0.000065430904,0.00014572477,0.016716188,0.000046433808],"about_ca_topic_score_codex":0.000067489535,"about_ca_topic_score_gemma":0.00007225356,"teacher_disagreement_score":0.14087944,"about_ca_system_score_codex":0.0005212463,"about_ca_system_score_gemma":0.00015222275,"threshold_uncertainty_score":0.25324255},"labels":[],"label_agreement":null},{"id":"W4316687858","doi":"10.1111/jgs.18228","title":"Multicomponent intervention for frail and pre‐frail older adults with acute cardiovascular conditions: The <scp>TARGET‐EFT</scp> randomized clinical trial","year":2023,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"Institute of Aging; Canadian Institutes of Health Research; Faculty of Medicine, McGill University","keywords":"Medicine; Randomized controlled trial; Mood; Quality of life (healthcare); Physical therapy; Heart failure; Depression (economics); Anxiety; Anemia; Internal medicine; Psychiatry","score_opus":0.01958626373513378,"score_gpt":0.3228050212754087,"score_spread":0.30321875754027494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316687858","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9781232,0.001494816,0.011860079,0.0037131847,0.0013511458,0.0033232844,0.00007110553,0.000051079795,0.000012134829],"genre_scores_gemma":[0.97905123,0.005559731,0.011027837,0.00115308,0.0021485572,0.00027449304,0.000043655524,0.00008837743,0.00065301225],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.996119,0.0008815005,0.0013509997,0.00033127697,0.0009231928,0.00039400204],"domain_scores_gemma":[0.99256384,0.004164408,0.0018624741,0.00059752056,0.0006012843,0.00021049882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005845158,0.00028434434,0.0016000933,0.00009033882,0.00029734196,0.00007747141,0.00039428944,0.00012357258,0.0000068385625],"category_scores_gemma":[0.0033313541,0.0001444944,0.004308208,0.0007251303,0.00095163786,0.00013697604,0.00016175404,0.0007697315,0.0000036975523],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.4823561,0.0036525622,0.0133715635,0.0010797554,0.0721995,0.00018072332,0.032214835,0.0024148114,0.0004112398,0.00006958487,0.3507967,0.04125261],"study_design_scores_gemma":[0.9094928,0.00293225,0.049391754,0.000558499,0.0092254495,0.00052631466,0.007686535,0.008782127,0.00010340964,0.000327332,0.010794521,0.00017904359],"about_ca_topic_score_codex":0.00005749706,"about_ca_topic_score_gemma":0.0000021364701,"teacher_disagreement_score":0.42713666,"about_ca_system_score_codex":0.00013242668,"about_ca_system_score_gemma":0.00023853936,"threshold_uncertainty_score":0.5892311},"labels":[],"label_agreement":null},{"id":"W4317435676","doi":"10.1038/s41598-023-28309-5","title":"An evaluation of the Index4 tool for chemotherapy toxicity prediction in cancer patients older than 70 years old","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"NOSM University; Essar Steel Algoma (Canada); Sault Area Hospital","funders":"Northern Ontario Academic Medicine Association","keywords":"Medicine; Discontinuation; McNemar's test; Chemotherapy; Adverse effect; Internal medicine; Cancer; Common Terminology Criteria for Adverse Events; Emergency department; Oncology; Intensive care medicine","score_opus":0.03262838196068957,"score_gpt":0.3327597748603741,"score_spread":0.30013139289968455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317435676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99272466,0.000013501088,0.0000124879925,0.00028459512,0.004763347,0.0020563288,0.000025377345,0.00004614449,0.00007355507],"genre_scores_gemma":[0.9974733,0.0000023780271,0.000035121357,0.000058865688,0.00007437741,0.00021953869,0.0001452226,0.000014530652,0.0019766612],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977286,0.000058498223,0.0004355516,0.0004456218,0.0011285313,0.00020319814],"domain_scores_gemma":[0.9985244,0.000021662936,0.00024328347,0.0006856889,0.00047839762,0.000046533594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025356372,0.00008665666,0.00014948533,0.000178043,0.00007398154,0.000031287622,0.00008694567,0.00008086907,0.00011297959],"category_scores_gemma":[0.00039422355,0.00006715573,0.00007600555,0.00082709244,0.00010574916,0.00014878284,0.000023322691,0.000081664606,0.0000029861928],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033674718,0.0003216986,0.93319637,0.000059702783,0.000019450077,0.0000030781327,0.0023813676,0.0006348433,0.02013056,0.0000022496295,0.015704636,0.027512392],"study_design_scores_gemma":[0.0012328491,0.00007656963,0.95356166,0.00017559968,0.000040238894,0.0000037627701,0.00006723348,0.0064679715,0.036847103,0.0006646552,0.0007990813,0.00006326225],"about_ca_topic_score_codex":0.00011754735,"about_ca_topic_score_gemma":0.00023704504,"teacher_disagreement_score":0.02744913,"about_ca_system_score_codex":0.00019828501,"about_ca_system_score_gemma":0.00028588643,"threshold_uncertainty_score":0.27385312},"labels":[],"label_agreement":null},{"id":"W4317490340","doi":"10.1186/s12877-022-03624-0","title":"Contribution of individual and cumulative frailty-related health deficits on cardiac rehabilitation completion","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Medicine; Odds ratio; Logistic regression; Rehabilitation; Odds; Quality of life (healthcare); Physical therapy; Gerontology; Internal medicine","score_opus":0.040429496434985425,"score_gpt":0.3216375588957352,"score_spread":0.28120806246074975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317490340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99537194,0.0003415701,0.00042429846,0.00194798,0.00035798567,0.0010504024,0.00019986276,0.00015025299,0.0001557275],"genre_scores_gemma":[0.99727535,0.00010701792,0.0013749435,0.00008560345,0.000068734895,0.000021619995,0.0009612634,0.00001947059,0.000086010856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99829423,0.00022053084,0.00048251578,0.00026815396,0.00049717963,0.00023738109],"domain_scores_gemma":[0.9981646,0.0009731363,0.00025254773,0.00021139115,0.00028779078,0.00011054059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009813753,0.00013429241,0.00041545334,0.00032586456,0.0000866656,0.000011281632,0.000045063993,0.00013730353,0.000011549762],"category_scores_gemma":[0.0021182983,0.00013210156,0.000085535416,0.0009017774,0.00007482611,0.000061661,0.00004101275,0.00016760758,0.00004802256],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022357134,0.0011083354,0.7997753,0.0031029165,0.0005774423,0.000013621865,0.028085116,0.0040277373,0.0046427003,0.04374129,0.060660902,0.05202891],"study_design_scores_gemma":[0.002497478,0.0015213771,0.9913888,0.00014928197,0.00007902008,0.0000033600973,0.00047777293,0.0014837472,0.00017981937,0.0010698957,0.0010313556,0.00011809819],"about_ca_topic_score_codex":0.00008422768,"about_ca_topic_score_gemma":0.000014378917,"teacher_disagreement_score":0.19161348,"about_ca_system_score_codex":0.0001395833,"about_ca_system_score_gemma":0.0001414825,"threshold_uncertainty_score":0.5386945},"labels":[],"label_agreement":null},{"id":"W4317535042","doi":"10.1016/j.jgo.2022.12.005","title":"The role of frailty in modifying physical function and quality of life over time in older men with metastatic castration-resistant prostate cancer","year":2023,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; Queen's University; University Health Network; University of Toronto","funders":"Prostate Cancer Canada","keywords":"Medicine; Prostate cancer; Enzalutamide; Quality of life (healthcare); Grip strength; Androgen deprivation therapy; Geriatric Depression Scale; Docetaxel; Cohort; Geriatric oncology; Physical therapy; Activities of daily living; Population; Mood; Cancer; Gerontology; Internal medicine; Cognition; Androgen receptor","score_opus":0.029419586252481273,"score_gpt":0.3453443974319984,"score_spread":0.31592481117951715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317535042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977185,0.0006638986,0.000009735932,0.0010543289,0.00005387952,0.00029468993,0.000009555645,0.000003592428,0.00019177914],"genre_scores_gemma":[0.9993394,0.00021839599,0.00016216526,0.000025594003,0.00008379598,0.000012927955,0.0000019168112,0.000009595925,0.00014622664],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99847573,0.00023063428,0.00071935385,0.000104871586,0.00030710342,0.0001623341],"domain_scores_gemma":[0.99838877,0.0005973833,0.00067884475,0.00009803843,0.00017035527,0.000066602486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009517358,0.000089842455,0.0005576661,0.00021862375,0.000022690405,0.000005481321,0.00005392899,0.000048811387,0.000021834727],"category_scores_gemma":[0.00027035724,0.00005578335,0.000048975082,0.0005190425,0.00009045953,0.00010039822,0.000021950105,0.00024639737,0.0000010257528],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03125715,0.0021784487,0.441061,0.0011711514,0.001034988,0.0001800375,0.015788572,0.0068178633,0.44708386,0.0003871285,0.0017970365,0.051242795],"study_design_scores_gemma":[0.0068702945,0.0016093111,0.9855614,0.00011288674,0.00013939623,0.000016827162,0.0014932052,0.0028749404,0.00047549861,0.00058639806,0.00019802433,0.00006182762],"about_ca_topic_score_codex":0.000608492,"about_ca_topic_score_gemma":0.00081779505,"teacher_disagreement_score":0.5445004,"about_ca_system_score_codex":0.00015793146,"about_ca_system_score_gemma":0.00064205483,"threshold_uncertainty_score":0.2274779},"labels":[],"label_agreement":null},{"id":"W4317626568","doi":"10.1016/j.jjcc.2023.01.004","title":"Impact of age and sex on the relationship between carotid intima-media thickness and frailty level in the Canadian Longitudinal Study of Aging","year":2023,"lang":"en","type":"article","venue":"Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Government of Canada","keywords":"Medicine; Intima-media thickness; Demography; Frailty Index; Internal medicine; Cohort; Longitudinal study; Middle age; Gerontology; Carotid arteries","score_opus":0.2159737422644869,"score_gpt":0.38616703922566037,"score_spread":0.17019329696117347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317626568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972628,0.00007967063,0.000011492295,0.0020140891,0.00008034717,0.00024971663,0.000024304307,0.000002316136,0.0002753141],"genre_scores_gemma":[0.99967265,0.0000189741,0.00001838491,0.000036792648,0.00022282642,0.0000025905679,0.0000036439476,0.000008454114,0.000015659476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985863,0.00045837896,0.00041155177,0.000100809135,0.00026205915,0.00018088224],"domain_scores_gemma":[0.9964764,0.0029100918,0.0002047974,0.00020546824,0.00011009122,0.00009314055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019967535,0.000100998506,0.00053589215,0.000375871,0.000069454836,0.00000887953,0.00013712191,0.00009735113,0.000002749398],"category_scores_gemma":[0.0017381024,0.000054267795,0.00009060113,0.00031226038,0.00019735796,0.00004227373,0.00003336667,0.00066236913,5.955917e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024472576,0.000011837185,0.9910915,0.000019518853,0.00020784415,0.00023408336,0.0071848743,0.00015847804,0.000026051746,0.000035389196,0.00062552415,0.00038043933],"study_design_scores_gemma":[0.0011247204,0.0008327049,0.9937781,0.00010650548,0.00013504153,0.00044890482,0.0031409091,0.000005427102,0.000005687979,0.00036336275,0.000016106333,0.000042511314],"about_ca_topic_score_codex":0.010088116,"about_ca_topic_score_gemma":0.021029072,"teacher_disagreement_score":0.010940956,"about_ca_system_score_codex":0.00008685032,"about_ca_system_score_gemma":0.00023629531,"threshold_uncertainty_score":0.9968346},"labels":[],"label_agreement":null},{"id":"W4317821525","doi":"10.1111/jgs.18239","title":"Relationship between occlusal force and psychological frailty in Japanese community‐dwelling older adults: The Septuagenarians, Octogenarians, Nonagenarians Investigation with Centenarians study","year":2023,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Medicine; Confounding; Propensity score matching; Montreal Cognitive Assessment; Gerontology; Cognition; Psychological intervention; Cognitive impairment; Psychiatry; Internal medicine","score_opus":0.06313309278481206,"score_gpt":0.32367132841789115,"score_spread":0.2605382356330791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317821525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98172,0.00012775474,0.00035655987,0.01632877,0.00020001958,0.0011347331,0.0000236752,0.00006123461,0.000047294026],"genre_scores_gemma":[0.9963988,0.00009915855,0.0010898099,0.0016684309,0.00037918132,0.000019950698,0.000018321069,0.000057180336,0.0002691827],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960747,0.001269457,0.0009662291,0.00031205747,0.0008871407,0.0004904094],"domain_scores_gemma":[0.9956312,0.0018914067,0.001157639,0.00079245557,0.0002888165,0.00023845858],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0029270337,0.000335457,0.0007048394,0.00018191898,0.0007183569,0.00009463395,0.0007002739,0.00014980533,0.0000051068914],"category_scores_gemma":[0.00093056675,0.00018667798,0.00033065624,0.0031563386,0.0007270101,0.00022200731,0.00023862971,0.0023432698,0.000004722692],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003060692,0.0003790001,0.9185968,0.000064067666,0.00021676678,0.000048499,0.07659342,0.00053416414,0.00009765144,0.000008583847,0.002636775,0.00051821297],"study_design_scores_gemma":[0.0036067972,0.001401663,0.8656442,0.00018645692,0.00039641035,0.00025333848,0.12765267,0.00043836713,0.000008503338,0.00016120571,0.00005487476,0.00019550926],"about_ca_topic_score_codex":0.0005318237,"about_ca_topic_score_gemma":0.00017882105,"teacher_disagreement_score":0.052952595,"about_ca_system_score_codex":0.00023697433,"about_ca_system_score_gemma":0.00017519254,"threshold_uncertainty_score":0.99995834},"labels":[],"label_agreement":null},{"id":"W4317951766","doi":"10.1097/spc.0000000000000635","title":"Geriatric assessment and treatment decision-making in surgical oncology","year":2023,"lang":"en","type":"review","venue":"Current Opinion in Supportive and Palliative Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Delirium; Geriatric oncology; Intensive care medicine; Perioperative; Disease; Geriatrics; Risk assessment; MEDLINE; Cancer; Internal medicine; Surgery; Psychiatry","score_opus":0.2261713969332881,"score_gpt":0.5340533098836752,"score_spread":0.307881912950387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317951766","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00033580215,0.99444616,0.000020242682,0.00005006482,0.0020238026,0.0023445967,0.00033505124,0.000032320906,0.00041198792],"genre_scores_gemma":[0.00047288582,0.9970777,0.00018774229,0.000005647047,0.00040186325,0.0006649415,0.0010954404,0.000052399944,0.000041395866],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99688864,0.00034754063,0.0011240535,0.0008983068,0.00030715976,0.00043432933],"domain_scores_gemma":[0.99711794,0.0018663778,0.00042701256,0.00024935827,0.0001459059,0.00019342887],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002559821,0.0005748045,0.0023925656,0.0007585501,0.000052309428,0.000028607119,0.00009043481,0.00039863016,0.000077660385],"category_scores_gemma":[0.00014238215,0.00043489513,0.00026071348,0.0007194494,0.00012285293,0.00005920817,0.00017910241,0.00069470546,0.000022276656],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004915525,0.00018130397,0.018131392,0.013605788,0.000090941845,0.00023101487,0.0016140804,3.8103664e-7,4.7776374e-9,0.00007916532,0.00024255464,0.96577424],"study_design_scores_gemma":[0.0020926814,0.00084432773,0.017520837,0.065207444,0.00022756039,0.000037307553,0.00091463444,0.000013773555,2.636167e-8,0.00006776961,0.9127238,0.000349857],"about_ca_topic_score_codex":0.000017075468,"about_ca_topic_score_gemma":0.000060378,"teacher_disagreement_score":0.96542436,"about_ca_system_score_codex":0.0019094632,"about_ca_system_score_gemma":0.001110662,"threshold_uncertainty_score":0.9998103},"labels":[],"label_agreement":null},{"id":"W4318035524","doi":"10.1016/j.bja.2022.12.010","title":"A systematic review of perioperative clinical practice guidelines for care of older adults living with frailty","year":2023,"lang":"en","type":"review","venue":"British Journal of Anaesthesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Perioperative; CINAHL; Medicine; MEDLINE; Systematic review; Multidisciplinary approach; Clinical Practice; Protocol (science); Intensive care medicine; Family medicine; Alternative medicine; Nursing; Psychological intervention; Surgery; Pathology","score_opus":0.09590355983462655,"score_gpt":0.4389562108719279,"score_spread":0.3430526510373013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318035524","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000026682725,0.9941075,0.0001339962,0.00047478435,0.00016514528,0.0048745694,0.000107234155,0.000019113899,0.000090976384],"genre_scores_gemma":[0.000008355364,0.9786077,0.019760473,0.000638427,0.00040847907,0.00013760064,0.00003715914,0.00015395743,0.0002478081],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99012053,0.0009113571,0.0071166577,0.00040680554,0.0011387084,0.00030595477],"domain_scores_gemma":[0.9745259,0.0021585098,0.007910432,0.0005714298,0.014575719,0.00025795132],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0041008657,0.0004921459,0.008561434,0.00024715255,0.000058623198,0.00004022422,0.00052247423,0.00037116645,0.000024352606],"category_scores_gemma":[0.06067463,0.00036807585,0.002020805,0.000567447,0.00017957315,0.0002462003,0.00006039415,0.00087941316,0.0000059238464],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003927748,0.00015256928,0.0000043782206,0.709747,0.0012199545,0.00073726,0.00027729673,1.9770482e-7,1.0131778e-8,0.0000046980235,0.0035851898,0.28423217],"study_design_scores_gemma":[0.0010916805,0.002341682,0.000041968426,0.888548,0.01580785,0.020711988,0.0020089268,0.0000029290302,1.9875108e-7,3.5963743e-7,0.069175616,0.00026878325],"about_ca_topic_score_codex":0.00007927908,"about_ca_topic_score_gemma":0.00004500718,"teacher_disagreement_score":0.28396338,"about_ca_system_score_codex":0.00013940083,"about_ca_system_score_gemma":0.0021745975,"threshold_uncertainty_score":0.9998771},"labels":[],"label_agreement":null},{"id":"W4318067775","doi":"10.1186/s40463-022-00607-4","title":"Development and validation of the modified index of fragility in head and neck cancer surgery","year":2023,"lang":"en","type":"article","venue":"Journal of Otolaryngology - Head and Neck Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; McGill University Health Centre; McGill University","funders":"","keywords":"Head and neck cancer; Fragility; Index (typography); Medicine; Oncology; Cancer; Internal medicine; Computer science; Chemistry","score_opus":0.047166029993135274,"score_gpt":0.3025964020470163,"score_spread":0.255430372053881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318067775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99605066,0.0013811185,0.0000058418714,0.00200783,0.0003428733,0.00017066597,0.0000057871935,0.000006814869,0.000028388735],"genre_scores_gemma":[0.99822164,0.0013979792,0.00007684731,0.00017983578,0.000054351713,0.0000065979852,0.0000046154055,0.000011806084,0.00004634597],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821424,0.00015673136,0.00096634333,0.0001701779,0.00026555895,0.00022694979],"domain_scores_gemma":[0.9981216,0.00095940003,0.0004915272,0.00015074587,0.0001619505,0.0001147544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013431138,0.00014138086,0.0008460136,0.0004244127,0.000050804865,0.0000060828343,0.000050589304,0.00017199208,0.000015861326],"category_scores_gemma":[0.0005745178,0.00010209199,0.00009753688,0.00041527153,0.00020145407,0.00013892766,0.000070825154,0.0003270368,3.4524896e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045007342,0.00010532354,0.99150854,0.0004834654,0.000083102736,0.00007390276,0.0007424818,0.000014322926,0.001742781,0.000006361156,0.00061939325,0.004170273],"study_design_scores_gemma":[0.0009848594,0.000049891823,0.9913199,0.001197809,0.000033520348,0.00026224574,0.00005654065,0.0001228373,0.005442169,0.00008696897,0.00036118022,0.00008207548],"about_ca_topic_score_codex":0.00022638355,"about_ca_topic_score_gemma":0.0001914523,"teacher_disagreement_score":0.0040881974,"about_ca_system_score_codex":0.000043472694,"about_ca_system_score_gemma":0.00043883867,"threshold_uncertainty_score":0.41631904},"labels":[],"label_agreement":null},{"id":"W4318182812","doi":"10.1186/s12877-023-03736-1","title":"Frailty trajectories and associated factors in the years prior to death: evidence from 14 countries in the Survey of Health, Aging and Retirement in Europe","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Lakehead University","funders":"Medical Research Foundation; Medical Research Council; Canadian Institutes of Health Research; National Institutes of Health; Drake Foundation; National Institute on Aging; Nederlandse Organisatie voor Toegepast Natuurwetenschappelijk Onderzoek; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; ZonMw; Age UK","keywords":"Medicine; Gerontology; Dementia; Frailty Index; Psychological intervention; Ageing; Demography; Health and Retirement Study; Cause of death; Mortality rate; National Death Index; Confidence interval; Psychiatry; Hazard ratio; Internal medicine; Disease","score_opus":0.13556176906597708,"score_gpt":0.3479046791568758,"score_spread":0.2123429100908987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318182812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99596393,0.0013245612,0.000010492766,0.0017755631,0.00011944671,0.0007088464,0.0000703964,0.00001816471,0.000008598375],"genre_scores_gemma":[0.9984162,0.0011332975,0.00009581658,0.00024109684,0.000020761583,0.000015005655,0.0000393819,0.000013232145,0.000025238009],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977652,0.0008352599,0.00045178615,0.00024539026,0.0004426284,0.00025975626],"domain_scores_gemma":[0.99644315,0.0030549527,0.00012574955,0.00024565659,0.00008983017,0.000040629173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037297127,0.0001243763,0.00032899887,0.00019321626,0.00004177873,0.00004226933,0.00016484289,0.000063408785,0.0000034534382],"category_scores_gemma":[0.0072608325,0.000085162275,0.000014734788,0.0017867524,0.000047374546,0.00006974111,0.00006970454,0.00021788938,0.0000020955233],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045087578,0.000029830133,0.96889824,0.00007755124,0.000004568461,0.000012108588,0.030010723,0.0000125228735,0.0000371204,0.0000052805412,0.0004476721,0.00041929516],"study_design_scores_gemma":[0.0006929865,0.00012625143,0.99656624,0.00030585987,0.0000103974535,7.539765e-7,0.00199898,0.00004735016,0.00002454299,0.00002143139,0.00012786189,0.000077375575],"about_ca_topic_score_codex":0.024259645,"about_ca_topic_score_gemma":0.053893603,"teacher_disagreement_score":0.029633958,"about_ca_system_score_codex":0.000100930054,"about_ca_system_score_gemma":0.00023109258,"threshold_uncertainty_score":0.9822379},"labels":[],"label_agreement":null},{"id":"W4318764320","doi":"10.1016/j.jchf.2022.11.015","title":"Patient-Reported Frailty and Functional Status in Heart Failure With Preserved Ejection Fraction","year":2023,"lang":"en","type":"article","venue":"JACC Heart Failure","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian VIGOUR Centre; University of Alberta","funders":"Merck Sharp and Dohme; Bayer","keywords":"Medicine; Heart failure with preserved ejection fraction; Post-hoc analysis; Ejection fraction; Heart failure; Internal medicine; Gerontology; Physical therapy","score_opus":0.026170149144340425,"score_gpt":0.27315235975105734,"score_spread":0.2469822106067169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318764320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97310305,0.000049594746,0.00008432713,0.02492358,0.00024144532,0.00096970086,0.000020566193,0.00039588092,0.0002118802],"genre_scores_gemma":[0.9939085,0.0000128402435,0.003525371,0.00065950386,0.00024290504,0.00015953612,0.00036550188,0.000060029237,0.0010657795],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975921,0.00010754098,0.00044256792,0.0006181451,0.0006698077,0.0005698374],"domain_scores_gemma":[0.9987665,0.00015691502,0.00010906245,0.00044785015,0.00022908751,0.00029059645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025101702,0.00027279631,0.00041478215,0.00041606725,0.00015262135,0.000059019192,0.00002825257,0.00027885183,0.0004922587],"category_scores_gemma":[0.0003538534,0.00023842532,0.000075593605,0.0010827727,0.00008317624,0.00045936005,0.00006101123,0.00067111384,0.00020312425],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040377572,0.00013794751,0.75102574,0.000111608875,0.000070874856,0.00005805316,0.00019035238,0.0001509837,0.011062564,0.0000074557743,0.23623729,0.0005433451],"study_design_scores_gemma":[0.0024404146,0.00047282293,0.7007996,0.00019432938,0.00003839606,0.00020303116,0.0011141835,0.0005792095,0.0012866,0.000047633283,0.29262817,0.00019563387],"about_ca_topic_score_codex":0.00084926793,"about_ca_topic_score_gemma":0.0021209093,"teacher_disagreement_score":0.056390874,"about_ca_system_score_codex":0.00018435279,"about_ca_system_score_gemma":0.00021866952,"threshold_uncertainty_score":0.9722702},"labels":[],"label_agreement":null},{"id":"W4318916997","doi":"10.1001/jamanetworkopen.2022.53692","title":"Comparing the Hospital Frailty Risk Score and the Clinical Frailty Scale Among Older Adults With Chronic Obstructive Pulmonary Disease Exacerbation","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; Dalhousie University; University of Ottawa","funders":"Canadian Frailty Network; Public Health Agency of Canada; Lung Health Foundation; Public Health Agency; Sanofi; GlaxoSmithKline; AstraZeneca Canada; Seqirus; AstraZeneca; Pfizer","keywords":"Medicine; COPD; Exacerbation; Psychological intervention; Internal medicine; Population; Pulmonary disease; Physical therapy; Emergency medicine; Intensive care medicine; Psychiatry","score_opus":0.02881616664563046,"score_gpt":0.2958892280277584,"score_spread":0.26707306138212794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318916997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840746,0.001027276,0.00010657331,0.0076484596,0.0005046593,0.0044738925,0.000029562225,0.00015087213,0.001984116],"genre_scores_gemma":[0.9948725,0.0006099273,0.00020122602,0.00039346158,0.0019131012,0.0004575028,0.00018293544,0.00007032415,0.0012989866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968896,0.0006058544,0.0005935815,0.00076682674,0.00054539397,0.00059872883],"domain_scores_gemma":[0.9967471,0.0012690227,0.0004087022,0.0010578581,0.00016101231,0.00035634715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001708826,0.00034263358,0.0006229328,0.000038438688,0.00069355965,0.0003211798,0.00070341385,0.00017520553,0.00007737445],"category_scores_gemma":[0.00044504734,0.00018424916,0.00015282616,0.0006334061,0.0012887552,0.0005131009,0.0009595524,0.0011322504,0.00007025969],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030080045,0.000094994626,0.94968873,0.00006782868,0.00019772127,0.00008142468,0.0014287232,0.0012735584,1.4808228e-7,0.0000730277,0.01059486,0.033490982],"study_design_scores_gemma":[0.0085565755,0.00020785443,0.92646855,0.0014926081,0.00035043692,0.000018922472,0.0008708873,0.060274627,0.0000018023409,0.000582745,0.000917324,0.00025768596],"about_ca_topic_score_codex":0.00085150235,"about_ca_topic_score_gemma":0.0011183759,"teacher_disagreement_score":0.05900107,"about_ca_system_score_codex":0.000111672496,"about_ca_system_score_gemma":0.00019701269,"threshold_uncertainty_score":0.7513463},"labels":[],"label_agreement":null},{"id":"W4318962973","doi":"10.1016/j.repc.2022.03.009","title":"Reproducibility and validity of the Portuguese Edmonton Frail Scale version in cardiac surgery patients","year":2023,"lang":"en","type":"article","venue":"Revista Portuguesa de Cardiologia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intraclass correlation; Medicine; Confidence interval; Construct validity; Reproducibility; Observational study; Criterion validity; Physical therapy; Clinical psychology; Psychology; Internal medicine; Psychometrics; Statistics","score_opus":0.0312892137988633,"score_gpt":0.2731965907041685,"score_spread":0.24190737690530523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318962973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99585915,0.0015354553,0.0000030367269,0.0004342564,0.00045106417,0.00081465725,0.0001559738,0.00010576929,0.0006406469],"genre_scores_gemma":[0.9967816,0.002261189,0.00004626934,0.000102449434,0.00014104998,0.000028793218,0.0002547329,0.000025127294,0.0003588292],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968031,0.00064449874,0.0006963108,0.000988421,0.00044294904,0.00042472727],"domain_scores_gemma":[0.996659,0.0005352579,0.00024461406,0.002177363,0.00022783021,0.00015598314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0062239347,0.00022403327,0.0010778274,0.00014901436,0.000049023445,0.0000083072655,0.00015476128,0.00022245407,0.0000140170605],"category_scores_gemma":[0.0077780993,0.00016495289,0.00046772568,0.0007263797,0.00027419813,0.00008288469,0.00027570213,0.00033695076,0.000012160493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007489995,0.000055239598,0.96047676,0.00036681138,0.0000437441,0.000038876155,0.00010672829,0.000004158272,0.000755813,0.000003629968,0.026055897,0.012017433],"study_design_scores_gemma":[0.00033711537,0.00007563765,0.9941577,0.0003462539,0.00010524789,0.000014030508,0.00007477319,0.000015448646,0.000976911,0.000037898084,0.0037093556,0.00014962802],"about_ca_topic_score_codex":0.00018066702,"about_ca_topic_score_gemma":0.0000069159073,"teacher_disagreement_score":0.03368093,"about_ca_system_score_codex":0.00022152708,"about_ca_system_score_gemma":0.00020907678,"threshold_uncertainty_score":0.9311673},"labels":[],"label_agreement":null},{"id":"W4319003563","doi":"10.3390/curroncol30020140","title":"Diagnostic Performance of Screening Tools for Depressive Symptoms in Vulnerable Older Patients with Cancer Undergoing Comprehensive Geriatric Assessment (CGA): Results from the SCREEN Pilot Study","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Depressive symptoms; Cancer; Gerontology; Internal medicine; Psychiatry; Cognition","score_opus":0.10360423599398356,"score_gpt":0.39028763240304465,"score_spread":0.2866833964090611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319003563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99287254,0.0005347375,0.00030455025,0.0005393872,0.0007571566,0.0043890057,0.00045656497,0.00005911264,0.00008693999],"genre_scores_gemma":[0.9971667,0.0003499252,0.00035976525,0.000087533845,0.00023662183,0.0010015799,0.00071033894,0.000040012877,0.00004752633],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975448,0.00029678136,0.0006730412,0.0005466789,0.00044892135,0.00048973056],"domain_scores_gemma":[0.98758376,0.01099827,0.0004243934,0.0004478165,0.00045120413,0.00009455996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033809265,0.00026385032,0.00064112595,0.00018454116,0.00018352947,0.000025457011,0.00025918733,0.00006694106,0.000025217725],"category_scores_gemma":[0.0012583658,0.00018325655,0.000050564635,0.0006225895,0.000117909694,0.00019046848,0.00018897776,0.0005085842,0.000005551866],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020224524,0.0017862837,0.92977184,0.00014380683,0.0002668882,0.000014021087,0.0016535758,0.0059752404,0.000030453919,0.0000037996188,0.0025997816,0.05573188],"study_design_scores_gemma":[0.027511267,0.008547576,0.9541819,0.0012560245,0.0003315877,0.0000012292866,0.001231338,0.0058753076,0.000042232783,0.0000068855647,0.0008200576,0.00019457236],"about_ca_topic_score_codex":0.0009544913,"about_ca_topic_score_gemma":0.0012219327,"teacher_disagreement_score":0.05553731,"about_ca_system_score_codex":0.000330633,"about_ca_system_score_gemma":0.00043179764,"threshold_uncertainty_score":0.7472985},"labels":[],"label_agreement":null},{"id":"W4319073226","doi":"10.1093/ageing/afac334","title":"External validation of the hospital frailty risk score among hospitalised home care clients in Canada: a retrospective cohort study","year":2023,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba; Ottawa Hospital; McMaster University; Winnipeg Regional Health Authority; Centre Hospitalier de l’Université de Montréal; Manitoba Health; University of Ottawa; Université de Montréal; Impact; Nova Scotia Health Authority; Dalhousie University; University of Waterloo","funders":"","keywords":"Medicine; Confidence interval; Retrospective cohort study; Receiver operating characteristic; Cohort; Emergency medicine; Hospital admission; Cohort study; Internal medicine; Pediatrics","score_opus":0.010231571982401507,"score_gpt":0.23854802290195584,"score_spread":0.22831645091955433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319073226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982981,0.0000648855,0.0000030060492,0.000047380847,0.00028018307,0.0010852776,0.000034001332,0.000023515024,0.00016365315],"genre_scores_gemma":[0.99969774,0.000029158507,0.000007951888,0.000019134626,0.000052678493,0.00003434989,0.000019894596,0.000016508511,0.00012257701],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987434,0.00006380852,0.00024977385,0.00027716148,0.0004613591,0.00020446187],"domain_scores_gemma":[0.99940616,0.000042508553,0.0001363923,0.00027499863,0.00008014418,0.0000598216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015754518,0.0001235626,0.00027235766,0.00007156104,0.000087570916,0.000017232287,0.00010352135,0.000039208804,0.000010479997],"category_scores_gemma":[0.00021857298,0.000093678515,0.000044933913,0.0004014907,0.000054193533,0.00009635668,0.000109089764,0.0002474536,0.0000013691943],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010612632,0.00004210857,0.9903435,0.000032614957,0.00004238176,0.0020950073,0.006184603,0.000023747605,0.00007551736,0.0000011699016,0.00007804449,0.0010706731],"study_design_scores_gemma":[0.0013535693,0.00018879202,0.9921399,0.00034260217,0.00007778824,0.0000015971386,0.005383093,0.00007525073,0.00029101054,0.000041863186,0.000002430299,0.000102152706],"about_ca_topic_score_codex":0.6280058,"about_ca_topic_score_gemma":0.517853,"teacher_disagreement_score":0.110152766,"about_ca_system_score_codex":0.00033652937,"about_ca_system_score_gemma":0.00013028289,"threshold_uncertainty_score":0.4909449},"labels":[],"label_agreement":null},{"id":"W4319295384","doi":"10.22088/cjim.14.1.53","title":"Translation, cultural adaptation, validation and reliability of Persian version of Edmonton frailty score questionnaire among Iranian heart failure individuals.","year":2023,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cronbach's alpha; Medicine; Intraclass correlation; Reliability (semiconductor); Content validity; Confidence interval; Test (biology); Physical therapy; Gerontology; Clinical psychology; Psychometrics; Internal medicine","score_opus":0.03545862605391848,"score_gpt":0.2595054788875377,"score_spread":0.22404685283361925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4319295384","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99189585,0.00009445877,0.00009944475,0.0063627316,0.00010038648,0.0011247658,0.000049054514,0.000106606276,0.0001666968],"genre_scores_gemma":[0.998445,0.00002567341,0.0008808414,0.000028049475,0.000053431733,0.00012210773,0.0002925273,0.000015582675,0.00013680772],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998556,0.000094600175,0.00040814283,0.000279229,0.00044784765,0.00021418357],"domain_scores_gemma":[0.9990359,0.00007216263,0.00015470691,0.00024555332,0.00035071402,0.000140966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051899994,0.00013557004,0.0002820201,0.00018195964,0.0000734302,0.000013622972,0.000066849825,0.0001488329,0.000019794776],"category_scores_gemma":[0.0006068867,0.00012333534,0.00008399527,0.000541565,0.00021490699,0.0003945331,0.000021728738,0.00013980511,0.0000041027197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000095840725,0.00007608902,0.9640429,0.00051412126,0.000036990194,9.716309e-7,0.006696686,0.00024028929,0.0005373806,0.000020404108,0.0031517819,0.024586562],"study_design_scores_gemma":[0.0014081149,0.0000757757,0.9918926,0.00018052608,0.00010024264,0.000005128265,0.0013526394,0.0005901897,0.0034899777,0.00012569058,0.0006748013,0.00010434147],"about_ca_topic_score_codex":0.00040878428,"about_ca_topic_score_gemma":0.00016217228,"teacher_disagreement_score":0.02784969,"about_ca_system_score_codex":0.000061877305,"about_ca_system_score_gemma":0.000038327318,"threshold_uncertainty_score":0.5029469},"labels":[],"label_agreement":null},{"id":"W4320149188","doi":"10.33029/0206-4952-2022-43-6-746-756","title":"Frailty: a controversial role of inflammaging","year":2022,"lang":"it","type":"article","venue":"Immunologiya","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Psychology","score_opus":0.013166255425348645,"score_gpt":0.2513595320812528,"score_spread":0.23819327665590415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320149188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.913603,0.03379501,0.000049552807,0.0061970176,0.0034023742,0.0013391876,0.00039796595,0.00024759382,0.04096826],"genre_scores_gemma":[0.99142206,0.00019261244,0.00015708289,0.0004590917,0.00021516776,0.000076941076,0.00007153972,0.000053469485,0.0073520234],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.997008,0.00032805404,0.0007403038,0.0004879531,0.00070661167,0.00072902575],"domain_scores_gemma":[0.99792653,0.0004100473,0.00046246313,0.00095085247,0.00015604401,0.00009405128],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004947906,0.0003429297,0.00078292354,0.00028759483,0.00031850612,0.000022082168,0.00066498684,0.00016995682,0.0065940088],"category_scores_gemma":[0.0007949374,0.00037533653,0.00030454545,0.00048593045,0.00041963498,0.00013556072,0.001060237,0.0012963989,0.00026321088],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034747892,0.0016890571,0.06805823,0.00025579956,0.0028770925,0.000633379,0.014545838,0.000611549,0.6657292,0.0054215053,0.011002937,0.2257006],"study_design_scores_gemma":[0.02271862,0.0064791054,0.10053834,0.00051875727,0.0011112519,0.0003539357,0.044982053,0.0018991965,0.057569433,0.0021492601,0.76047647,0.0012035496],"about_ca_topic_score_codex":0.000860121,"about_ca_topic_score_gemma":0.0000080618465,"teacher_disagreement_score":0.7494736,"about_ca_system_score_codex":0.00048738642,"about_ca_system_score_gemma":0.00043650728,"threshold_uncertainty_score":0.9998699},"labels":[],"label_agreement":null},{"id":"W4320717029","doi":"10.1177/17085381231157125","title":"Sex-specific frailty and chronological age normative carotid artery intima-media thickness values using the Canadian longitudinal study of aging","year":2023,"lang":"en","type":"article","venue":"Vascular","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Government of Canada","keywords":"Medicine; Normative; Intima-media thickness; Longitudinal study; Percentile; Cohort; Demography; Gerontology; Young adult; Carotid arteries; Internal medicine; Pathology; Statistics","score_opus":0.09344234087797751,"score_gpt":0.3105855980002918,"score_spread":0.21714325712231428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320717029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977566,0.0004117202,0.00016637148,0.00042149707,0.00023190977,0.0007443606,0.0000129521295,0.00007950054,0.0001751075],"genre_scores_gemma":[0.99920875,0.00008091669,0.0003286197,0.000081705,0.00018228241,0.000022996308,0.00002497206,0.00002451801,0.00004521668],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824977,0.00019970933,0.00030767347,0.00035575608,0.00048593042,0.00040117116],"domain_scores_gemma":[0.99886173,0.000209612,0.00007091755,0.00055042194,0.00012049115,0.00018679828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066647644,0.00020455757,0.00043872272,0.00026209917,0.00030431128,0.000050809118,0.00018100908,0.00011414782,0.000059706395],"category_scores_gemma":[0.00015374231,0.00014311296,0.00009776976,0.00055010844,0.0003295921,0.000101840174,0.00013461935,0.00042265348,0.000025481651],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030347048,0.00039583666,0.86415756,0.0003244786,0.0014176279,0.0017268155,0.11967764,0.0010728261,0.002181812,0.00010577876,0.0018401903,0.0070691113],"study_design_scores_gemma":[0.0015439596,0.00021029754,0.9807488,0.00017042366,0.00018239318,0.000121703306,0.014550408,0.0012823885,0.00038891938,0.0001308068,0.00047742596,0.00019249096],"about_ca_topic_score_codex":0.028157255,"about_ca_topic_score_gemma":0.04980296,"teacher_disagreement_score":0.116591245,"about_ca_system_score_codex":0.00017278534,"about_ca_system_score_gemma":0.000138814,"threshold_uncertainty_score":0.97831434},"labels":[],"label_agreement":null},{"id":"W4320857798","doi":"10.1186/s12877-023-03795-4","title":"Associations between transitions of intrinsic capacity and frailty status, and 3-year disability","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"West China Hospital, Sichuan University; National Key Research and Development Program of China; Chengdu Science and Technology Bureau; Sichuan University","keywords":"Medicine; Vitality; Activities of daily living; Gerontology; Longitudinal study; Logistic regression; Rehabilitation; Physical therapy; Internal medicine","score_opus":0.056465123046368595,"score_gpt":0.2968540055450788,"score_spread":0.2403888824987102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4320857798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967728,0.00006624805,0.00026006627,0.0009049643,0.000076238015,0.0003501519,0.0012543398,0.00010483035,0.00021033816],"genre_scores_gemma":[0.99667686,0.00014015619,0.0026871897,0.000020560336,0.00013391004,0.00000816268,0.00023572517,0.000014434611,0.00008297574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893636,0.00006624225,0.00031059748,0.00022616347,0.00022989919,0.00023072645],"domain_scores_gemma":[0.99894553,0.00045803725,0.00008487096,0.00023528455,0.000106078754,0.00017016764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031428147,0.00010680173,0.00032257847,0.00009486578,0.000086758155,0.000013978506,0.000036568847,0.00012103503,0.000023145156],"category_scores_gemma":[0.0008910128,0.00010633016,0.000056653087,0.00062795973,0.00019346557,0.00007761215,0.000043398224,0.00016540485,0.000010328664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013043868,0.00006025156,0.9957575,0.0001890811,0.000034221583,6.385709e-7,0.001006962,0.0000024377116,0.00016654676,0.00032879243,0.00060489855,0.0018355768],"study_design_scores_gemma":[0.0010809504,0.00008900703,0.9965761,0.000017323055,0.00016354784,0.0000014793409,0.00020047778,0.000036911635,0.00013453647,0.0011588269,0.0004488122,0.00009206465],"about_ca_topic_score_codex":0.00031358266,"about_ca_topic_score_gemma":0.00026359368,"teacher_disagreement_score":0.0024271235,"about_ca_system_score_codex":0.00007318532,"about_ca_system_score_gemma":0.00008120983,"threshold_uncertainty_score":0.43360183},"labels":[],"label_agreement":null},{"id":"W4321116806","doi":"10.1136/bmjopen-2022-066645","title":"Paramedic supportive discharge programmes to improve health system efficiency and patient outcomes: a scoping review protocol","year":2023,"lang":"en","type":"review","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Schwartz/Reisman Emergency Medicine Institute; Nova Scotia Health Authority; Dalhousie University","funders":"Dalhousie University","keywords":"CINAHL; Medicine; Grey literature; Psychological intervention; MEDLINE; Scopus; Emergency department; Protocol (science); Scope (computer science); Medical education; Nursing; Alternative medicine","score_opus":0.155759485036349,"score_gpt":0.5299197008368114,"score_spread":0.3741602158004624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321116806","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[9.584759e-8,0.41762215,0.000014727104,0.002155248,0.00018665746,0.5795438,0.000113291935,0.00013855683,0.00022546061],"genre_scores_gemma":[8.40303e-8,0.38101384,0.00040892238,0.0013171936,0.000058172092,0.6162951,0.00010975193,0.000106252184,0.0006906697],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9934417,0.00051964796,0.0029102247,0.0012720646,0.0009337147,0.0009226585],"domain_scores_gemma":[0.99550605,0.0002962582,0.0017513748,0.0014276705,0.00016634403,0.0008523178],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0024729099,0.00079983345,0.006081654,0.00022681545,0.00015345763,0.00017739947,0.0006884884,0.0002129231,0.000043799257],"category_scores_gemma":[0.0018703146,0.00050841144,0.0004285725,0.00085871876,0.000076350516,0.00012080192,0.0013988904,0.00047138074,0.00045147966],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014380629,0.00008249992,0.000013444772,0.5220823,0.0000981109,0.00006222748,0.00019152624,8.731971e-9,3.4933971e-9,0.000012335428,0.0056092413,0.47183388],"study_design_scores_gemma":[0.00070107984,0.001305024,0.000006481487,0.6293939,0.00028870584,0.00016805374,0.00013386217,0.0000018698316,7.4102395e-8,7.0763036e-7,0.36765978,0.00034047302],"about_ca_topic_score_codex":0.0002840232,"about_ca_topic_score_gemma":0.000102053855,"teacher_disagreement_score":0.4714934,"about_ca_system_score_codex":0.0005806552,"about_ca_system_score_gemma":0.0043490995,"threshold_uncertainty_score":0.9997367},"labels":[],"label_agreement":null},{"id":"W4321153073","doi":"10.1093/eurjpc/zwad048","title":"Association of admission frailty and frailty changes during cardiac rehabilitation with 5-year outcomes","year":2023,"lang":"en","type":"article","venue":"European Journal of Preventive Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"Canadian Institutes of Health Research; Department of Health, Western Cape Government; Heart and Stroke Foundation of Canada; Killam Trusts; Dalhousie University; Nova Scotia Department of Health and Wellness; Dalhousie Medical Research Foundation","keywords":"Medicine; Hospital admission; Emergency department; Proportional hazards model; Frailty Index; Emergency medicine; Rehabilitation; Internal medicine; Physical therapy","score_opus":0.018849773829003855,"score_gpt":0.2809834758557983,"score_spread":0.2621337020267944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321153073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99407893,0.0002408656,0.000115819465,0.0036453735,0.00031653204,0.00023102746,0.000022552069,0.00002645963,0.001322432],"genre_scores_gemma":[0.996109,0.00030488087,0.0009230101,0.000035868827,0.00027632224,0.0000022683696,0.000011252214,0.000030811887,0.0023065791],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99787766,0.001023665,0.0004091106,0.00017610907,0.00032012592,0.00019331963],"domain_scores_gemma":[0.998215,0.00044880327,0.0005626886,0.000170792,0.00048412342,0.00011857712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001732817,0.00013503732,0.0006532677,0.00024895844,0.000046054916,0.0000063444113,0.00007861846,0.00005527203,0.000018755249],"category_scores_gemma":[0.002127445,0.000099891724,0.00019189765,0.00020768355,0.000085060565,0.00008874259,0.00007151387,0.00027363797,0.000013814217],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045672047,0.000031800573,0.96379423,0.00021107311,0.0012129071,0.00022110825,0.0022931676,0.00004936704,0.02195143,0.0000116316205,0.0041429396,0.005623612],"study_design_scores_gemma":[0.0023021174,0.0015708392,0.98873806,0.00035730278,0.0002826983,0.00006217217,0.00074606144,0.0000021342414,0.0011838835,0.00003069506,0.004636838,0.000087219916],"about_ca_topic_score_codex":0.000001563313,"about_ca_topic_score_gemma":0.000001295826,"teacher_disagreement_score":0.024943793,"about_ca_system_score_codex":0.00009063913,"about_ca_system_score_gemma":0.000046359623,"threshold_uncertainty_score":0.40734664},"labels":[],"label_agreement":null},{"id":"W4321251974","doi":"10.3389/fpsyt.2023.1126123","title":"Frailty as a predictor of neurosurgical outcomes in brain tumor patients: A systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Frontiers in Psychiatry","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Checklist; Meta-analysis; Systematic review; Critical appraisal; MEDLINE; Hazard ratio; Odds ratio; Perioperative; Emergency medicine; Internal medicine; Confidence interval; Surgery; Alternative medicine; Psychology","score_opus":0.048543089752593874,"score_gpt":0.35150735820549883,"score_spread":0.302964268452905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321251974","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002001252,0.989299,0.000032213742,0.0012954437,0.0013351169,0.007337446,0.00053085166,0.00006387191,0.000086016895],"genre_scores_gemma":[0.000007884442,0.99312645,0.002063879,0.0016360884,0.000028552191,0.0013601403,0.00024123692,0.00012493618,0.0014108478],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9932589,0.0008634844,0.0036077194,0.0009797481,0.00082492724,0.00046521405],"domain_scores_gemma":[0.9964842,0.00041455746,0.001415248,0.0013610782,0.0000909082,0.00023400331],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0010620914,0.0008354741,0.01910601,0.0018058605,0.000022640234,0.000020118317,0.0004762498,0.00037113365,0.00009395407],"category_scores_gemma":[0.002517805,0.0005612045,0.0036344083,0.0032281764,0.00014399219,0.000083558,0.0001577342,0.0009012922,0.000026715888],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000105566105,0.00040014167,0.0086560175,0.9094576,0.069648966,0.00005057731,0.00004973128,5.0850537e-7,5.008235e-10,0.000037325874,0.011524103,0.00016443545],"study_design_scores_gemma":[0.0014292988,0.00021883966,0.0011978652,0.19638392,0.79408306,0.000033119348,0.000045692457,0.000006359358,3.6429342e-9,0.00030457164,0.005837748,0.00045952178],"about_ca_topic_score_codex":0.0000663036,"about_ca_topic_score_gemma":0.000079938276,"teacher_disagreement_score":0.7244341,"about_ca_system_score_codex":0.0002169236,"about_ca_system_score_gemma":0.0004866225,"threshold_uncertainty_score":0.9996839},"labels":[],"label_agreement":null},{"id":"W4321374603","doi":"10.1017/s1041610223000066","title":"Neuroimaging features of depression–frailty phenotype in older adults: a pilot study","year":2023,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"National Institute of Mental Health","keywords":"Fractional anisotropy; Depression (economics); Diffusion MRI; Late life depression; Voxel; Medicine; White matter; Magnetic resonance imaging; Neuroimaging; Major depressive disorder; Psychology; Psychiatry; Cognition; Radiology","score_opus":0.028286993856021434,"score_gpt":0.34071094016970166,"score_spread":0.3124239463136802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321374603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98741746,0.00016106377,0.00006360175,0.0019745785,0.001958582,0.0007820391,0.000040812698,0.00015182485,0.007450048],"genre_scores_gemma":[0.99740654,0.00006794721,0.0003645289,0.00023867689,0.0003239431,0.000051265324,0.00006924378,0.000040243853,0.0014376007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997986,0.000050717703,0.0005063823,0.00047978517,0.00073169975,0.000245376],"domain_scores_gemma":[0.99891365,0.00017264906,0.0001610811,0.00040438835,0.0002605854,0.00008762962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028025245,0.00018073145,0.00027225478,0.0007256426,0.000026861811,0.000024421064,0.0003349271,0.00004652169,0.00021343835],"category_scores_gemma":[0.0005521584,0.00016825357,0.00006867371,0.0010563326,0.000035285248,0.000129083,0.00012314363,0.00030822982,0.00009324097],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021512825,0.0041682525,0.9219813,0.0001409413,0.00014981387,0.00031928605,0.002557047,0.0001494018,0.0033721798,0.00009516503,0.032894112,0.032021243],"study_design_scores_gemma":[0.0059997393,0.00047664493,0.99081105,0.00022854995,0.000024999223,0.000027393566,0.0006163254,0.00045454974,0.00014613674,0.00015432067,0.000919151,0.00014116193],"about_ca_topic_score_codex":0.00025034722,"about_ca_topic_score_gemma":0.000077034,"teacher_disagreement_score":0.06882975,"about_ca_system_score_codex":0.00006863173,"about_ca_system_score_gemma":0.000054877164,"threshold_uncertainty_score":0.6861181},"labels":[],"label_agreement":null},{"id":"W4321452786","doi":"10.1136/bmjopen-2022-066269","title":"Association between frailty, chronic conditions and socioeconomic status in community-dwelling older adults attending primary care: a cross-sectional study using practice-based research network data","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hamilton Health Sciences; St Joseph's Health Care; McMaster University; University of British Columbia; McMaster University Medical Centre","funders":"McMaster University","keywords":"Medicine; Cross-sectional study; Socioeconomic status; Gerontology; Association (psychology); Epidemiology; Primary care; Multiple Chronic Conditions; Public health; Environmental health; Family medicine; Chronic disease; Population; Nursing; Internal medicine; Pathology","score_opus":0.32879327757151416,"score_gpt":0.522569630021196,"score_spread":0.1937763524496819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321452786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873633,0.0001162421,0.000031034284,0.0011271255,0.0002279976,0.009740191,0.0005094424,0.000076672564,0.0008079904],"genre_scores_gemma":[0.9907314,0.000024890027,0.00079655414,0.00020742811,0.00066657097,0.0005082447,0.0067049162,0.00005999772,0.00029997295],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953139,0.0016856781,0.0007396882,0.000603093,0.00078024087,0.0008774299],"domain_scores_gemma":[0.9931806,0.004759367,0.00035008445,0.0011525512,0.00038720237,0.00017019715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01202659,0.0001965096,0.00047635927,0.0003404173,0.0012892879,0.00053321273,0.0006751554,0.00021071643,0.000118650925],"category_scores_gemma":[0.0016117668,0.00022695333,0.00003815115,0.00066280353,0.00013367759,0.0010793067,0.0021769146,0.0016306343,0.00009844309],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026399994,0.0002183083,0.9896094,0.0003739942,0.00024887672,0.0000408696,0.003427058,0.0020423993,0.000021997754,0.0000035754354,0.0031281468,0.0006213407],"study_design_scores_gemma":[0.0077324705,0.00034581657,0.9762556,0.0010030803,0.00010900478,0.000009122023,0.0076669515,0.006013442,0.0000056165845,0.000054423377,0.0005825099,0.00022197187],"about_ca_topic_score_codex":0.011919369,"about_ca_topic_score_gemma":0.0058019077,"teacher_disagreement_score":0.013353842,"about_ca_system_score_codex":0.0039145816,"about_ca_system_score_gemma":0.0017503841,"threshold_uncertainty_score":0.9999092},"labels":[],"label_agreement":null},{"id":"W4321480547","doi":"10.21203/rs.3.rs-2551208/v1","title":"HCT Frailty Scale for Younger and Older Adults Undergoing Allogeneic Hematopoietic Cell Transplantation","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Hematopoietic cell; Hematopoietic stem cell transplantation; Medicine; Scale (ratio); Transplantation; Gerontology; Haematopoiesis; Oncology; Internal medicine; Stem cell; Biology; Geography; Genetics","score_opus":0.07600139555218435,"score_gpt":0.3892351355090218,"score_spread":0.31323373995683745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321480547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766016,0.0030585057,0.0030990378,0.0065473965,0.0005729084,0.007887172,0.00077355653,0.00040925975,0.0010505818],"genre_scores_gemma":[0.9814224,0.004261639,0.0025159365,0.000101197445,0.00047617123,0.0013188446,0.0017634302,0.00021311041,0.007927226],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9956116,0.00024521403,0.000538091,0.0012360489,0.0013737287,0.0009952825],"domain_scores_gemma":[0.9963434,0.0014727077,0.000105911604,0.0008879833,0.0007564381,0.0004336015],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012309119,0.00042102966,0.0006521638,0.0006124022,0.00027562902,0.00014039938,0.00029760224,0.00068671064,0.00011828861],"category_scores_gemma":[0.0004383785,0.00040316433,0.00026652616,0.00035876242,0.00023216725,0.00010939474,0.00036949335,0.001451024,0.00015140015],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0086975265,0.003001753,0.17049287,0.603531,0.0012561135,0.0021698435,0.06836808,0.00081840454,0.019606741,0.00037804793,0.08859852,0.03308107],"study_design_scores_gemma":[0.028671527,0.0034707056,0.8149763,0.07948464,0.0011290518,0.0005023281,0.013467053,0.004549065,0.03843932,0.008847505,0.0036522665,0.0028102573],"about_ca_topic_score_codex":0.00045068352,"about_ca_topic_score_gemma":0.0008059087,"teacher_disagreement_score":0.6444834,"about_ca_system_score_codex":0.00028078107,"about_ca_system_score_gemma":0.00065455865,"threshold_uncertainty_score":0.99984205},"labels":[],"label_agreement":null},{"id":"W4321605311","doi":"10.1101/2023.02.13.23285873","title":"Unlocking the Power of EHRs: Harnessing Unstructured Data for Machine Learning-based Outcome Predictions","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Data Science Institute, Columbia University; University of Toronto; Institute for Quantitative Social Science, Harvard University","keywords":"Health records; Unstructured data; Machine learning; Robustness (evolution); Predictive power; Computer science; Artificial intelligence; Clinical decision support system; Context (archaeology); Affect (linguistics); Outcome (game theory); Data science; Big data; Psychology; Data mining; Decision support system; Health care","score_opus":0.10925477819604945,"score_gpt":0.35699949905702727,"score_spread":0.24774472086097782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321605311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70326406,0.002686636,0.19652574,0.06024087,0.015583295,0.009054119,0.009418408,0.0025464238,0.0006804496],"genre_scores_gemma":[0.9900075,0.000022435692,0.0036208925,0.0002605094,0.00038462324,0.00012160447,0.003591116,0.00015640284,0.0018349075],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99710244,0.00015362511,0.00087665475,0.000845982,0.0006207011,0.00040059118],"domain_scores_gemma":[0.9953132,0.0008581164,0.0005801393,0.002840271,0.00028559723,0.000122647],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011664792,0.00040119817,0.00078406703,0.00026747808,0.00022665692,0.00005894162,0.0011118621,0.00035633577,0.00011245237],"category_scores_gemma":[0.004724795,0.00028282884,0.00028015644,0.00031241478,0.0002470817,0.00006207102,0.0010958586,0.0015223142,0.000013095354],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005918262,0.00027148944,0.9347146,0.0049566906,0.0013234415,0.00007333589,0.0017474957,0.042387158,0.0016572822,0.00008195864,0.008433344,0.0037613474],"study_design_scores_gemma":[0.004828016,0.0004316338,0.37061808,0.003721,0.0019459226,0.000052709744,0.0004280834,0.582009,0.0014121312,0.00081473263,0.03298357,0.000755096],"about_ca_topic_score_codex":0.00020038408,"about_ca_topic_score_gemma":0.0001911735,"teacher_disagreement_score":0.56409657,"about_ca_system_score_codex":0.000092401206,"about_ca_system_score_gemma":0.0003608101,"threshold_uncertainty_score":0.9999624},"labels":[],"label_agreement":null},{"id":"W4321639633","doi":"10.1093/ageing/afab219.100","title":"100 SCREENING FOR SLEEP DISTURBANCE AS PART OF THE COMPREHENSIVE GERIATRIC ASSESSMENT","year":2021,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sleep disorder; Medicine; Disturbance (geology); Sleep (system call); Cognition; Cognitive impairment; Montreal Cognitive Assessment; Cognitive Assessment System; Gerontology; Physical therapy; Psychiatry","score_opus":0.031070015360844656,"score_gpt":0.3053842956381128,"score_spread":0.2743142802772682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321639633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98195845,0.0019012064,0.0028991802,0.004177599,0.000492236,0.00045638237,0.000014667929,0.000026786389,0.008073513],"genre_scores_gemma":[0.99044216,0.00011839787,0.0043646814,0.00084965624,0.00020427397,0.000015736267,0.000019298459,0.000011208386,0.003974617],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99939585,0.00002401476,0.00015136343,0.00016421598,0.00013288364,0.00013167228],"domain_scores_gemma":[0.9994593,0.00013311823,0.0000668361,0.00021289843,0.000087676046,0.000040155996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000047457786,0.00007626411,0.0001793229,0.00001575771,0.00008944319,0.000018288152,0.000054763885,0.000032719476,0.000030770996],"category_scores_gemma":[0.00010198579,0.00005524789,0.00007522594,0.000116792704,0.00003830362,0.000041812884,0.00007930701,0.00009628897,8.347515e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002483504,0.00047032087,0.049383946,0.0020984767,0.0010714353,0.013847239,0.004261324,0.00025512825,0.16312799,0.0019503463,0.025614642,0.7376708],"study_design_scores_gemma":[0.0028769288,0.00017125098,0.735151,0.00078799576,0.0002725801,0.00011271805,0.0011527855,0.0010403772,0.010247247,0.00034129203,0.24765445,0.00019137222],"about_ca_topic_score_codex":0.000037276426,"about_ca_topic_score_gemma":0.000011281313,"teacher_disagreement_score":0.73747945,"about_ca_system_score_codex":0.000012201665,"about_ca_system_score_gemma":0.000028781596,"threshold_uncertainty_score":0.22529435},"labels":[],"label_agreement":null},{"id":"W4321639679","doi":"10.1093/ageing/afab219.77","title":"77 INCONTINENCE AND DECONDITIONING IN A NONFRAIL SAMPLE OF INPATIENTS AT A UNIVERSITY TEACHING HOSPITAL","year":2021,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Toileting; Deconditioning; Urinary incontinence; Toilet; Physical therapy; Cohort; Activities of daily living; Internal medicine; Surgery","score_opus":0.007829569868684104,"score_gpt":0.2274709597574769,"score_spread":0.21964138988879278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4321639679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983283,0.0001313058,0.00014764036,0.00023166434,0.00002709608,0.000065713255,0.000008386403,0.0000092529,0.001050591],"genre_scores_gemma":[0.99733704,0.00003678578,0.00208442,0.00008290772,0.000012005457,4.2796904e-7,0.000023913977,0.00000434574,0.00041812126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995589,0.00002702444,0.00009805694,0.00014848015,0.00006959514,0.00009790456],"domain_scores_gemma":[0.9996989,0.00012190377,0.00004054961,0.00007081331,0.000022427954,0.00004542687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006691022,0.000054769644,0.00013324285,0.000052809963,0.00007021927,0.000008319352,0.000021125004,0.000031026022,0.000020613606],"category_scores_gemma":[0.00030119147,0.00005951456,0.000016535749,0.00007476936,0.000041772204,0.00011622472,0.00011177568,0.000114223614,5.582895e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003262442,0.00014634614,0.9318483,0.00023698981,0.00003521767,0.012785847,0.01317812,0.0000038359767,0.014063367,0.00017596011,0.00013875157,0.027354656],"study_design_scores_gemma":[0.0016055466,0.00010695055,0.99387443,0.00064820604,0.000022010487,0.000026931628,0.0014597151,0.00017351808,0.0010150485,0.000110516085,0.0008743511,0.00008278301],"about_ca_topic_score_codex":0.0006605784,"about_ca_topic_score_gemma":0.0005957971,"teacher_disagreement_score":0.06202614,"about_ca_system_score_codex":0.000030167685,"about_ca_system_score_gemma":0.000016701533,"threshold_uncertainty_score":0.24269333},"labels":[],"label_agreement":null},{"id":"W4322504738","doi":"10.1038/s41598-023-29933-x","title":"Frailty and pain in an acute private hospital: an observational point prevalence study","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ramsay Hospital Research Foundation; Edith Cowan University","keywords":"Medicine; Observational study; Psychological intervention; Rehabilitation; Checklist; Mental health; Medical record; Cross-sectional study; Brief Pain Inventory; Physical therapy; Chronic pain; Emergency medicine; Internal medicine; Psychiatry","score_opus":0.07069892708260829,"score_gpt":0.3448430392927401,"score_spread":0.2741441122101318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322504738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99546367,0.000028139268,0.000022391327,0.0011125824,0.0017396641,0.0013420024,0.00000646059,0.0002207419,0.00006437159],"genre_scores_gemma":[0.9942769,0.000004581045,0.0008038022,0.000090727786,0.00006347926,0.0000877237,0.00022323758,0.000024005069,0.0044255843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970367,0.00014364088,0.0005760011,0.001068921,0.0008179076,0.00035685592],"domain_scores_gemma":[0.99816763,0.000054646054,0.00017256488,0.0011671763,0.00018706698,0.00025093267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004702583,0.0001630775,0.00024014054,0.0002750736,0.0001595601,0.0001846997,0.00013103342,0.00006353025,0.00007889118],"category_scores_gemma":[0.00075491134,0.00014720309,0.00003509599,0.0010059791,0.00016716307,0.0006178611,0.0001297473,0.00017108051,0.000019322499],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001716321,0.0006662293,0.9765537,0.00007588179,0.000022220664,0.0029589748,0.004103298,0.000018174833,0.006102852,0.000019750061,0.005008752,0.0044530495],"study_design_scores_gemma":[0.00049174944,0.0010167586,0.99125564,0.00012133457,0.000034574063,0.00011504002,0.00068214885,0.0018089983,0.00045087413,0.0024921498,0.0013527584,0.0001779929],"about_ca_topic_score_codex":0.00003696634,"about_ca_topic_score_gemma":0.00015257027,"teacher_disagreement_score":0.014701967,"about_ca_system_score_codex":0.00006388397,"about_ca_system_score_gemma":0.00014043896,"threshold_uncertainty_score":0.60027677},"labels":[],"label_agreement":null},{"id":"W4322718314","doi":"10.1093/eurjpc/zwad065","title":"The many uses of frailty assessments in cardiac rehabilitation programs","year":2023,"lang":"en","type":"letter","venue":"European Journal of Preventive Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Rehabilitation; Physical medicine and rehabilitation; Physical therapy; Gerontology","score_opus":0.0439292211494788,"score_gpt":0.3326818273489613,"score_spread":0.2887526061994825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322718314","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22335052,0.0113149155,0.0025594372,0.6987172,0.022897154,0.0068725073,0.00034344057,0.00017756269,0.033767298],"genre_scores_gemma":[0.761111,0.012739342,0.01666018,0.08323607,0.05736936,0.0002842964,0.0016827944,0.0019709233,0.06494599],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9907133,0.0064611803,0.0014535426,0.00032983127,0.0006145962,0.0004275244],"domain_scores_gemma":[0.99556917,0.0017036321,0.0013066264,0.00056240626,0.00078808615,0.000070085385],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0046104128,0.00031142586,0.0014228633,0.0003720661,0.000049413036,0.000021459733,0.0004813978,0.0002301513,0.000008893368],"category_scores_gemma":[0.0020097164,0.00021695554,0.0010266299,0.00031739305,0.00046438846,0.00008446289,0.00017386604,0.0024543093,0.000048495007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024681192,0.000057593898,0.03445555,0.00045601215,0.0021449542,0.004754485,0.0004758764,0.000020739306,0.0002295704,0.00001200904,0.9142034,0.042943012],"study_design_scores_gemma":[0.0014270627,0.003010038,0.30829594,0.0018272832,0.0005188217,0.00028528133,0.00039650308,0.000002140597,0.000022226846,0.00023932235,0.6837897,0.00018572444],"about_ca_topic_score_codex":0.000007032137,"about_ca_topic_score_gemma":0.000002156923,"teacher_disagreement_score":0.6154811,"about_ca_system_score_codex":0.00019681868,"about_ca_system_score_gemma":0.00021817726,"threshold_uncertainty_score":0.99984705},"labels":[],"label_agreement":null},{"id":"W4322775232","doi":"10.1158/1538-7445.sabcs22-pd6-05","title":"Abstract PD6-05: PD6-05 Retrospective analysis of VES-13 questionnaires in the Senior Women’s Breast Cancer Clinic at Sunnybrook Health Sciences, Toronto, Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Referral; Breast cancer; Retrospective cohort study; Geriatrics; Cancer; Geriatric oncology; Family medicine; Physical therapy; Internal medicine; Gerontology; Psychiatry","score_opus":0.0644712697773294,"score_gpt":0.4253375242899398,"score_spread":0.3608662545126104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322775232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9766849,0.0018833441,3.53902e-7,0.018121272,0.00049725774,0.0008905029,0.00053681165,0.000036320715,0.001349179],"genre_scores_gemma":[0.9870952,0.002028841,0.000009404328,0.00077393156,0.0002553574,0.00060941564,0.000059558683,0.000028827306,0.009139516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99425775,0.00034532463,0.0007019763,0.0007841851,0.0025672666,0.00134347],"domain_scores_gemma":[0.99742705,0.0006419034,0.00020855106,0.00075177697,0.00057906425,0.00039166145],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0044669453,0.00023763279,0.0007713489,0.0005543392,0.00043797665,0.00004922783,0.00062240293,0.00010970751,0.007469119],"category_scores_gemma":[0.00041077586,0.00017814888,0.00013888093,0.0038503383,0.00067196315,0.00017942839,0.00018209153,0.0008966673,0.000020877773],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0004037934,0.0001234426,0.7560566,0.00024705986,0.00052630267,0.00013018303,0.013275736,0.00051698944,0.00027362676,0.000026383528,0.22405545,0.004364389],"study_design_scores_gemma":[0.00092574715,0.00030202977,0.98892075,0.0005261174,0.000063543695,0.000012211142,0.004014931,0.00018067421,0.00008785063,0.000036205663,0.0047723716,0.00015757357],"about_ca_topic_score_codex":0.9982379,"about_ca_topic_score_gemma":0.99986714,"teacher_disagreement_score":0.23286411,"about_ca_system_score_codex":0.03527708,"about_ca_system_score_gemma":0.016218295,"threshold_uncertainty_score":0.9934382},"labels":[],"label_agreement":null},{"id":"W4323029405","doi":"10.22259/2639-1805.0302005","title":"Physiology of Detraining in Older Population: Pandemic Time Considerations","year":2020,"lang":"en","type":"article","venue":"Archives of Physical Health and Sports Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Population; Medicine; Gerontology; Disease; Infectious disease (medical specialty); Environmental health; Internal medicine","score_opus":0.029097199010764546,"score_gpt":0.3252452736754848,"score_spread":0.29614807466472026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323029405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839509,0.000463828,0.000041189924,0.01462475,0.000021317745,0.00031799817,0.0000062955546,0.000019286928,0.0005544102],"genre_scores_gemma":[0.9963585,0.00012391427,0.00050264096,0.002691239,0.00020996179,0.0000036841757,0.0000762796,0.000008808027,0.000024953157],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989579,0.000042065476,0.00045889456,0.00019996865,0.00016718145,0.00017403887],"domain_scores_gemma":[0.9989717,0.00042427625,0.00016436627,0.00011535428,0.000019565245,0.00030474036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007420159,0.00010043359,0.0006551533,0.00008455514,0.000024382201,4.2855268e-7,0.000026779278,0.000025314233,0.00006411628],"category_scores_gemma":[0.00027226473,0.0000783378,0.000038702234,0.000119790944,0.00029711088,0.000028329503,0.000019980214,0.00017495152,7.1736207e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001452533,0.0010544007,0.44950894,0.0055664633,0.00010431568,0.00007309195,0.18364614,0.00012661178,0.12114771,0.005769574,0.0013346613,0.23021555],"study_design_scores_gemma":[0.0027646925,0.0014574588,0.9845814,0.0010010267,0.00002361245,0.00001903522,0.00058418326,0.0051371288,0.00015100962,0.0041584563,0.000053065647,0.00006892211],"about_ca_topic_score_codex":0.00016536066,"about_ca_topic_score_gemma":0.000008947531,"teacher_disagreement_score":0.53507245,"about_ca_system_score_codex":0.0000058417572,"about_ca_system_score_gemma":0.000112738555,"threshold_uncertainty_score":0.31945226},"labels":[],"label_agreement":null},{"id":"W4323036863","doi":"10.5770/cgj.26.601","title":"Development of a Frailty Ladder Using Rasch Analysis: If the Shoe Fits","year":2023,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal; Queen's University; McGill University; McGill University Health Centre","funders":"Canadian Frailty Network","keywords":"Rasch model; Medicine; Construct (python library); Rehabilitation; Mood; Test (biology); Physical therapy; Gerontology; Clinical psychology; Psychology; Developmental psychology; Computer science","score_opus":0.05634072982733617,"score_gpt":0.3019868440602746,"score_spread":0.24564611423293842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323036863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99269235,0.00046231088,0.001134175,0.0036442932,0.0006215966,0.00023897024,0.000037502577,0.000029551933,0.0011392755],"genre_scores_gemma":[0.9896111,0.00007981335,0.007793606,0.0005510661,0.00049247226,0.0000033786616,0.00003174778,0.000034255758,0.001402588],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99811566,0.000058737725,0.00057436177,0.00018213049,0.00051373546,0.000555392],"domain_scores_gemma":[0.99828947,0.00008192265,0.00021127106,0.00032231407,0.00034713806,0.00074791454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087741803,0.00015883516,0.00035628688,0.0013630884,0.00038883972,0.00006722229,0.00026689345,0.00012146604,0.00045484077],"category_scores_gemma":[0.00035588423,0.00012000575,0.00021549172,0.0034691147,0.000052810723,0.00007629743,0.00003999174,0.00045256864,0.00005886038],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028973134,0.0002938213,0.35274553,0.00060848123,0.020471836,0.0055405824,0.06338007,0.023353059,0.0105662,0.00047539154,0.3413588,0.18091647],"study_design_scores_gemma":[0.0034564896,0.0001041234,0.661222,0.00027603487,0.0042137457,0.001557309,0.0058864807,0.017920235,0.0014786432,0.0002391724,0.3028105,0.00083529745],"about_ca_topic_score_codex":0.0029873957,"about_ca_topic_score_gemma":0.037296526,"teacher_disagreement_score":0.30847642,"about_ca_system_score_codex":0.00050221465,"about_ca_system_score_gemma":0.003767352,"threshold_uncertainty_score":0.9802703},"labels":[],"label_agreement":null},{"id":"W4323049663","doi":"10.14739/2310-1237.2022.3.260273","title":"Senile asthenia as a predictor of the severity of the perioperative period in elderly and senile patients","year":2023,"lang":"en","type":"article","venue":"Pathologia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perioperative; Acute cholecystitis; Laparoscopic cholecystectomy; Surgery; Cholecystectomy","score_opus":0.010648743796658111,"score_gpt":0.25027221582127573,"score_spread":0.23962347202461762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323049663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9971212,0.000038826984,0.0000012736506,0.0010781923,0.0001864412,0.0006794078,0.00012148285,0.00002944709,0.0007437055],"genre_scores_gemma":[0.9985585,0.000009433337,0.00011136438,0.00014240123,0.000019266301,0.000033551856,0.000008857638,0.0000127894555,0.0011037994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988595,0.00017027333,0.00027944258,0.00021492153,0.00029090748,0.0001849418],"domain_scores_gemma":[0.99924463,0.00007419856,0.00011609168,0.0004057152,0.000121276236,0.00003809735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021891658,0.00012554748,0.00027539066,0.00004960878,0.000060786457,0.0000065626714,0.00016167684,0.00010252762,0.000055114568],"category_scores_gemma":[0.0008510439,0.00006787531,0.00007466057,0.00041367172,0.00034684793,0.00004413351,0.00022702529,0.00024139302,0.0000110933],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008560881,0.00013709778,0.9718964,0.00010427787,0.0000147670025,0.000018673192,0.016801683,0.0000064193337,0.007808795,0.000026635826,0.0005831519,0.0025164718],"study_design_scores_gemma":[0.0014353399,0.00040086455,0.9901416,0.00013070586,0.000023985855,0.00004161437,0.0011342866,0.0001334491,0.006151489,0.00006619974,0.0002745379,0.000065964756],"about_ca_topic_score_codex":0.000070002636,"about_ca_topic_score_gemma":0.00007520291,"teacher_disagreement_score":0.018245144,"about_ca_system_score_codex":0.00003331668,"about_ca_system_score_gemma":0.000096838005,"threshold_uncertainty_score":0.2767875},"labels":[],"label_agreement":null},{"id":"W4323295172","doi":"10.1001/jamainternmed.2023.0047","title":"Effect of Routine Invasive vs Conservative Strategy in Older Adults With Frailty and Non–ST-Segment Elevation Acute Myocardial Infarction","year":2023,"lang":"en","type":"article","venue":"JAMA Internal Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Myocardial infarction; Revascularization; Randomized controlled trial; Clinical endpoint; Internal medicine; Canadian Cardiovascular Society; Clinical trial; Cardiology; Angina","score_opus":0.011310869526007064,"score_gpt":0.2873072683878254,"score_spread":0.2759963988618183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323295172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99007344,0.00006561546,0.0002716089,0.0069865463,0.00025819306,0.0014165123,0.000033562825,0.00006240633,0.0008321063],"genre_scores_gemma":[0.99758404,0.00022054576,0.00006285805,0.00081171485,0.0003654251,0.0001227983,0.00023067747,0.000033880202,0.000568071],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978799,0.00014968168,0.00060318335,0.00041703563,0.0006349074,0.00031529073],"domain_scores_gemma":[0.99815524,0.00081138633,0.00029509654,0.0002622594,0.00030677542,0.00016926597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006954438,0.00030326418,0.00075980846,0.000443939,0.000029595833,0.000011885269,0.00010552575,0.00015843696,0.00011560283],"category_scores_gemma":[0.0010542738,0.00020555714,0.000053758173,0.00064917357,0.00028977773,0.00020335393,0.00007227993,0.0004944753,0.000016572174],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026428403,0.00017971458,0.88324326,0.001609314,0.001077338,0.0008343306,0.009505203,0.00008429034,0.01818003,0.000035305562,0.010667275,0.048155542],"study_design_scores_gemma":[0.028633205,0.01476106,0.9273952,0.008156348,0.00029211896,0.00020539472,0.0011705921,0.001772685,0.017321602,0.000021907581,0.00009161251,0.00017825833],"about_ca_topic_score_codex":0.0023131685,"about_ca_topic_score_gemma":0.00033899877,"teacher_disagreement_score":0.047977284,"about_ca_system_score_codex":0.0001543747,"about_ca_system_score_gemma":0.00009735853,"threshold_uncertainty_score":0.8382377},"labels":[],"label_agreement":null},{"id":"W4323652486","doi":"10.1161/jaha.122.026951","title":"Comparison of Questionnaire and Performance‐Based Physical Frailty Scales to Predict Survival and Health‐Related Quality of Life in Patients With Heart Failure","year":2023,"lang":"en","type":"review","venue":"Journal of the American Heart Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Royal Victoria Hospital; Université de Montréal; McGill University; St Mary's Hospital Centre; Jewish General Hospital","funders":"Jewish General Hospital","keywords":"Medicine; Heart failure; Quality of life (healthcare); Ambulatory; Cohort; Physical therapy; Prospective cohort study; Cohort study; Gerontology; Internal medicine","score_opus":0.06803345534942025,"score_gpt":0.3963953117544663,"score_spread":0.32836185640504606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323652486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9597857,0.03616135,0.0000039263077,0.0031471758,0.000108589025,0.00073015556,0.00005147996,0.000010164423,0.0000014731527],"genre_scores_gemma":[0.971485,0.027951075,0.000304025,0.00009527889,0.00009503518,0.0000070354777,0.000016180107,0.000033218552,0.000013123557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963924,0.0008556651,0.001459201,0.00016488347,0.0009343389,0.00019349204],"domain_scores_gemma":[0.9957378,0.0005284485,0.002988254,0.00019183205,0.00038336165,0.000170318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016020557,0.00020357652,0.0034219397,0.00023294288,0.000049115446,0.000009243405,0.00009290074,0.0000994587,8.347541e-7],"category_scores_gemma":[0.0013017604,0.00013203255,0.00023900846,0.00076750584,0.00013170071,0.00007550957,0.00004614613,0.0006254772,9.021994e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016593913,0.00031062448,0.9779687,0.0038963251,0.00018127698,9.17136e-8,0.0002304646,0.000032878528,0.0000010713774,6.6844336e-7,0.0010024183,0.016209545],"study_design_scores_gemma":[0.0011901218,0.0022882116,0.9793208,0.015666256,0.00021607395,0.0000019414156,0.000087736364,0.00010043205,0.0000015646431,0.0000021957171,0.0010249859,0.00009968457],"about_ca_topic_score_codex":0.00042383003,"about_ca_topic_score_gemma":0.00020655901,"teacher_disagreement_score":0.01610986,"about_ca_system_score_codex":0.00049986655,"about_ca_system_score_gemma":0.00051032106,"threshold_uncertainty_score":0.5384131},"labels":[],"label_agreement":null},{"id":"W4323656770","doi":"10.24124/2023/59375","title":"UNBC MSW Practicum Report: Support programs for geriatric care","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Northern British Columbia","keywords":"Practicum; Geriatric care; Medicine; Nursing; Psychology; Medical education","score_opus":0.02985253855483541,"score_gpt":0.35703613723180133,"score_spread":0.3271835986769659,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323656770","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18091299,0.0021942486,0.00030324358,0.0085957395,0.039006352,0.042042304,0.00037559393,0.007324823,0.7192447],"genre_scores_gemma":[0.021987371,0.000086510576,0.004510413,0.00013321302,0.0012074967,0.0016962419,0.09375013,0.0002808802,0.8763477],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972954,0.000017004804,0.00079104153,0.00076432445,0.00063055113,0.00050166907],"domain_scores_gemma":[0.9972384,0.00014547473,0.00056949345,0.000770951,0.0010582187,0.0002174558],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022550242,0.00040677396,0.0006692696,0.00029403178,0.00008505578,0.00006440076,0.00013981186,0.0006221449,0.0004397197],"category_scores_gemma":[0.0013896035,0.0003568421,0.0003726021,0.00046973355,0.000019182864,0.00009612008,0.000021266427,0.00041915482,0.0004325371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010983173,0.0004812054,0.0046670684,0.0152458595,0.0008691472,0.0049897837,0.00716331,8.9044806e-7,0.00030064463,0.000102157705,0.7460729,0.21900873],"study_design_scores_gemma":[0.0046776244,0.0027008166,0.02409544,0.001209491,0.0033677705,0.0016782111,0.046429437,0.000028930086,0.00352559,0.00019652127,0.9107222,0.0013679789],"about_ca_topic_score_codex":0.0003802498,"about_ca_topic_score_gemma":0.002001126,"teacher_disagreement_score":0.21764076,"about_ca_system_score_codex":0.00020170178,"about_ca_system_score_gemma":0.0010991981,"threshold_uncertainty_score":0.99988836},"labels":[],"label_agreement":null},{"id":"W4323666863","doi":"10.3390/cancers15061674","title":"Is It Time to Integrate Frailty Assessment in Onconephrology?","year":2023,"lang":"en","type":"review","venue":"Cancers","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"National Institute for Health and Care Research","keywords":"Medicine; Kidney disease; Disease; Population; Intensive care medicine; Cancer; Kidney cancer; Nephrology; Gerontology; Internal medicine; Environmental health","score_opus":0.13244622875776985,"score_gpt":0.44189377074387154,"score_spread":0.3094475419861017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323666863","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000016889668,0.97084934,0.000014569109,0.0047594598,0.0007659849,0.0024430105,0.00027282521,0.00015414701,0.020723801],"genre_scores_gemma":[0.0000014836755,0.9166904,0.00035261226,0.0049716625,0.0003344613,0.0006572477,0.0002225778,0.00011750885,0.076652005],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975696,0.00010756125,0.0007381383,0.00072263804,0.00032821138,0.00053380063],"domain_scores_gemma":[0.99848354,0.00022716694,0.00019541163,0.00072670524,0.00007600711,0.00029117425],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033324247,0.0004843792,0.0022532865,0.00049208297,0.000026820193,0.000019646694,0.00033407495,0.00047870592,0.003896469],"category_scores_gemma":[0.00018133505,0.00040400383,0.00037055774,0.0009870182,0.00008294565,0.000038664093,0.00013530666,0.0011508662,0.011971608],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001082606,0.000009603734,0.0000051708603,0.005927265,0.000250581,0.00017864835,0.00021135205,0.000005874581,9.674001e-7,0.0000059172585,0.40726018,0.5861336],"study_design_scores_gemma":[0.00048585914,0.00020891087,0.000030482675,0.031033244,0.0004508773,0.000030498288,0.00005543489,0.000054326865,8.218678e-7,0.000011223523,0.9673181,0.00032018483],"about_ca_topic_score_codex":0.0006980901,"about_ca_topic_score_gemma":0.0004712207,"teacher_disagreement_score":0.58581346,"about_ca_system_score_codex":0.007703891,"about_ca_system_score_gemma":0.0053185686,"threshold_uncertainty_score":0.99984115},"labels":[],"label_agreement":null},{"id":"W4323825069","doi":"10.1097/jom.0000000000002806","title":"The Association Between Shift Work Exposure and Frailty Among Middle-Aged and Older Adults","year":2023,"lang":"en","type":"article","venue":"Journal of Occupational and Environmental Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"NOSM University; McMaster University; York University; Health Sciences North","funders":"Canadian Institutes of Health Research","keywords":"Gerontology; Longitudinal study; Demography; Medicine; Association (psychology); Shift work; Longitudinal data; Psychology","score_opus":0.024905452979012758,"score_gpt":0.26196806885104373,"score_spread":0.23706261587203098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323825069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99238634,0.0016242753,0.00001821067,0.005565043,0.00015575367,0.00017736484,0.000017898097,0.000009694806,0.000045414992],"genre_scores_gemma":[0.9969399,0.0014562464,0.00006987116,0.00021653905,0.00060086494,0.000004267598,0.0000562751,0.000012148,0.00064387405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985695,0.000054086922,0.00042868982,0.00014169916,0.0006360257,0.00017003833],"domain_scores_gemma":[0.9987152,0.00067149726,0.00030642192,0.000081758655,0.00001776989,0.0002073513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000640651,0.00013317924,0.00027532,0.00009404134,0.00018681384,0.000016513153,0.00004861255,0.00009633133,0.000044957094],"category_scores_gemma":[0.00027910675,0.000081276376,0.000035751014,0.00011684636,0.00026107577,0.00013170227,0.00004965958,0.00029999315,0.0000035936534],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031917542,0.000023369126,0.981783,0.000033985503,0.00012540183,0.000022085502,0.0016151771,0.0000011911453,0.00009487108,0.0000038015457,0.0020790128,0.013898931],"study_design_scores_gemma":[0.0035347557,0.00046658324,0.9930401,0.0005796134,0.0001613738,0.000046153033,0.0011142833,0.000018828114,0.000028959324,0.000096360265,0.0008378925,0.00007513924],"about_ca_topic_score_codex":0.0000126137775,"about_ca_topic_score_gemma":0.000008696679,"teacher_disagreement_score":0.013823791,"about_ca_system_score_codex":0.00008157308,"about_ca_system_score_gemma":0.000013612822,"threshold_uncertainty_score":0.33143544},"labels":[],"label_agreement":null},{"id":"W4324335435","doi":"10.1016/j.resuscitation.2023.109766","title":"Prognostic Association Between Frailty and Post-Arrest Health Outcomes in Patients Receiving Home Care: A Population-Based Retrospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"Resuscitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Université Laval; Brock University; Bruyère; Research Institute for Aging; Institute for Clinical Evaluative Sciences; Ted Rogers Centre for Heart Research; University of Waterloo; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Odds ratio; Functional Independence Measure; Logistic regression; Odds; Cohort study; Internal medicine; Cohort; Intensive care unit; Population; Retrospective cohort study; Activities of daily living; Gerontology; Physical therapy; Emergency medicine","score_opus":0.017455227606536766,"score_gpt":0.30858925453307745,"score_spread":0.29113402692654067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324335435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940316,0.000014175279,0.000009819094,0.0022988028,0.00030642605,0.0030457827,0.00008685624,0.00017156171,0.00003497512],"genre_scores_gemma":[0.9975134,0.0000040730743,0.000121308556,0.00011418957,0.000062099214,0.00012549995,0.0019548396,0.000030026005,0.00007455396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99775213,0.00023630928,0.00048178807,0.00041038802,0.00081207376,0.0003073275],"domain_scores_gemma":[0.99833,0.00064902083,0.00028935244,0.00020246922,0.00042147384,0.00010768257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007667342,0.00016089097,0.00044332957,0.00042856377,0.00013484221,0.000042031945,0.000049361257,0.00010139029,0.000003510978],"category_scores_gemma":[0.004546123,0.00016108832,0.000039916424,0.00080545875,0.000012455888,0.00016880211,0.00002533621,0.00018100279,0.00001864689],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042055384,0.00014962054,0.99441177,0.00011235893,0.00006887924,0.0000024984747,0.0031943158,0.0000341916,0.0000039366464,0.000002798123,0.000091399386,0.0018861541],"study_design_scores_gemma":[0.0034003928,0.00084812293,0.9944153,0.00019233083,0.000068500805,4.3113648e-8,0.00069046277,0.00017985453,0.0000015290327,0.00006522163,0.0000020570726,0.00013621124],"about_ca_topic_score_codex":0.0021309925,"about_ca_topic_score_gemma":0.0023046236,"teacher_disagreement_score":0.0037793892,"about_ca_system_score_codex":0.00195,"about_ca_system_score_gemma":0.00012981944,"threshold_uncertainty_score":0.6568991},"labels":[],"label_agreement":null},{"id":"W4324393398","doi":"10.1016/j.hrtlng.2023.03.002","title":"Quality of life and mortality in older adults with sepsis after one-year follow up: A prospective cohort study demonstrating the significant impact of frailty","year":2023,"lang":"en","type":"article","venue":"Heart & Lung","topic":"Frailty in Older Adults","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surrey Memorial Hospital; Fraser Health","funders":"","keywords":"Medicine; Hazard ratio; Sepsis; Quality of life (healthcare); Prospective cohort study; Confidence interval; Cohort study; Cohort; Intensive care unit; Physical therapy; Internal medicine; Gerontology","score_opus":0.032097001578213116,"score_gpt":0.346279922998689,"score_spread":0.3141829214204759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4324393398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99585325,0.000061744184,0.000010118313,0.00025588812,0.00003349939,0.0034588652,0.000055056902,0.000049055037,0.00022255557],"genre_scores_gemma":[0.999387,0.000007689261,0.00016942808,0.00005230462,0.000033436507,0.00025361445,0.000009621999,0.00002716305,0.00005969906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99769366,0.00025779585,0.00064216316,0.00043463855,0.00065332296,0.0003184326],"domain_scores_gemma":[0.9985957,0.00031657363,0.00018178618,0.00055428233,0.00020791651,0.00014371246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012319785,0.0002099131,0.0007452008,0.00010932826,0.00005020267,0.000014224403,0.000074917014,0.00007971585,0.00008063319],"category_scores_gemma":[0.00050959765,0.00013628294,0.00012865373,0.0006583425,0.0002038623,0.000100635836,0.000070669514,0.0003096271,0.0000032548332],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012681296,0.00054106064,0.9868781,0.0003135628,0.00046806826,0.000012368443,0.009709844,0.000014218425,0.00058042124,0.000005564041,0.00014312727,0.00006556566],"study_design_scores_gemma":[0.00461586,0.000841798,0.98762983,0.0004884128,0.00012701182,0.0000033754138,0.0055157347,0.0004387357,0.00018542176,0.000014855652,4.4997455e-7,0.00013849899],"about_ca_topic_score_codex":0.0056770095,"about_ca_topic_score_gemma":0.0032339108,"teacher_disagreement_score":0.00419411,"about_ca_system_score_codex":0.000090549955,"about_ca_system_score_gemma":0.0002523616,"threshold_uncertainty_score":0.8581978},"labels":[],"label_agreement":null},{"id":"W4327844744","doi":"10.1080/07053436.2023.2184096","title":"Examining the effects of an Educational Person-centered Intervention on Compensatory Strategies (EPICS) in older adults living with frailty: A mixed-methods pilot trial","year":2023,"lang":"en","type":"article","venue":"Loisir et Société / Society and Leisure","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval; Université du Québec à Trois-Rivières; Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation; Université de Sherbrooke","funders":"","keywords":"Intervention (counseling); Randomization; Gerontology; Psychology; Independent living; Randomized controlled trial; Assisted Living Facility; Session (web analytics); Medicine; Nursing; Assisted living; Computer science","score_opus":0.05190034515143694,"score_gpt":0.3693451521162199,"score_spread":0.31744480696478294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4327844744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964663,0.000300111,0.00017479365,0.0010697359,0.00055101205,0.001127146,0.000010460261,0.00007905623,0.00022143035],"genre_scores_gemma":[0.99742866,0.00009261703,0.0013819049,0.0003086538,0.00025851908,0.00013817764,0.000077833996,0.000040609924,0.00027303025],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9979539,0.00062874344,0.00032767374,0.0004168986,0.0003795663,0.00029324976],"domain_scores_gemma":[0.9965493,0.0027617752,0.00020255522,0.0002947438,0.000099141216,0.00009245806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012779834,0.0002487199,0.00044959225,0.000066617584,0.00014763135,0.00006206897,0.00013984786,0.00017051584,0.000049793303],"category_scores_gemma":[0.0003423586,0.00018287505,0.00017723655,0.0003273209,0.00023731262,0.0002394033,0.000057228044,0.00061477465,0.0000031626612],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.026014447,0.013007268,0.10341852,0.017093712,0.002916405,0.000074239535,0.5249044,0.0003729781,0.008887974,0.0075322837,0.008868863,0.28690892],"study_design_scores_gemma":[0.034960765,0.004606394,0.81278145,0.0047251503,0.00011717251,0.000012518638,0.14098848,0.0011188757,0.00024188694,0.00011554877,0.00008484913,0.00024691148],"about_ca_topic_score_codex":0.00016243814,"about_ca_topic_score_gemma":0.0001934837,"teacher_disagreement_score":0.7093629,"about_ca_system_score_codex":0.00008400858,"about_ca_system_score_gemma":0.00018475893,"threshold_uncertainty_score":0.7457428},"labels":[],"label_agreement":null},{"id":"W4360817983","doi":"10.1371/journal.pone.0283507","title":"Edmonton Frail Scale predicts mortality in older patients with cancer undergoing radiotherapy—A prospective observational study","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"Sykehuset Innlandet HF; Kreftforeningen","keywords":"Medicine; Internal medicine; Geriatric Depression Scale; Hazard ratio; Geriatric oncology; Proportional hazards model; Observational study; Prospective cohort study; Polypharmacy; Cancer; Radiation therapy; Oncology; Confidence interval; Cognition; Psychiatry","score_opus":0.07879886023958675,"score_gpt":0.3060954734116793,"score_spread":0.22729661317209254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360817983","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99551684,0.00007266609,0.000010874302,0.00085801043,0.000059355967,0.0028707546,0.000048951537,0.00019506153,0.00036746176],"genre_scores_gemma":[0.99666935,0.00004672484,0.00048573216,0.00024907297,0.00016048714,0.00060974393,0.00010957652,0.000050364593,0.0016189467],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978171,0.00005196658,0.0002943033,0.00044213343,0.0010721008,0.00032242134],"domain_scores_gemma":[0.9990894,0.000109434775,0.00008946417,0.00033499202,0.00026753973,0.000109128705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016835266,0.00018728754,0.00039709112,0.00013868045,0.0000646965,0.000018734727,0.00009543197,0.00007044594,0.00019426465],"category_scores_gemma":[0.00013234146,0.00016036378,0.00002884437,0.0007215836,0.000057307596,0.00019383909,0.00003785158,0.00024614195,0.000018329696],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023964398,0.008915902,0.9852746,0.00018679794,0.0006233586,0.000020472678,0.0038588839,0.00007320756,0.00027069726,0.0000037095906,0.0003589522,0.0001737889],"study_design_scores_gemma":[0.008974325,0.00097423303,0.98729223,0.00092790666,0.00016618964,2.39475e-7,0.0003198428,0.0007489695,0.0003839715,0.000039946615,0.0000052668315,0.00016685514],"about_ca_topic_score_codex":0.000705291,"about_ca_topic_score_gemma":0.0066807205,"teacher_disagreement_score":0.008734681,"about_ca_system_score_codex":0.00046055214,"about_ca_system_score_gemma":0.00022804158,"threshold_uncertainty_score":0.6539445},"labels":[],"label_agreement":null},{"id":"W4361011402","doi":"10.1503/cmaj.220926","title":"Development and validation of a hospital frailty risk measure using Canadian clinical administrative data","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Interquartile range; Risk assessment; Hazard ratio; Framingham Risk Score; Cohort; Retrospective cohort study; Context (archaeology); Predictive validity; Cohort study; Confidence interval; Internal medicine; Disease; Clinical psychology","score_opus":0.11755470717900082,"score_gpt":0.36988760759990735,"score_spread":0.2523329004209065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361011402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97843355,0.000073308,0.00007242313,0.019341182,0.0009488731,0.00022879484,0.00030797446,0.000019186074,0.0005747322],"genre_scores_gemma":[0.99446523,0.00013994201,0.0027230869,0.00115572,0.0009898886,0.000002712441,0.00026218966,0.000023428365,0.00023780848],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968753,0.00024448393,0.00080154574,0.00026702764,0.0013261657,0.00048548824],"domain_scores_gemma":[0.9954131,0.0002844219,0.00040572745,0.00023176242,0.00058217486,0.0030827671],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0045809327,0.00013319944,0.00034244088,0.00031944428,0.0002963122,0.000052238334,0.0002448899,0.0004558435,0.00047474116],"category_scores_gemma":[0.013788751,0.00012831697,0.000056729157,0.00042245933,0.00008477553,0.00017511209,0.000041142437,0.0010374122,0.000054020493],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017221533,0.000056397956,0.80747235,0.000027291628,0.0006167689,0.0010457587,0.0024086128,0.000003436581,0.000006895929,0.000027629927,0.090726,0.09759165],"study_design_scores_gemma":[0.0028452552,0.00023143082,0.7220368,0.0005041129,0.00023744121,0.0003975903,0.0028288872,0.0034002801,0.00009422387,0.000071917915,0.26702535,0.00032672874],"about_ca_topic_score_codex":0.055700295,"about_ca_topic_score_gemma":0.62583053,"teacher_disagreement_score":0.5701302,"about_ca_system_score_codex":0.0011077472,"about_ca_system_score_gemma":0.02101705,"threshold_uncertainty_score":0.9945185},"labels":[],"label_agreement":null},{"id":"W4361190366","doi":"10.1161/jaha.122.028736","title":"Association Between the Frailty and Cognitive Impairment Among Patients With Hypertension—A Post Hoc Analysis of the SPRINT Trial","year":2023,"lang":"en","type":"article","venue":"Journal of the American Heart Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"National Key Research and Development Program of China","keywords":"Medicine; Hazard ratio; Dementia; Blood pressure; Post-hoc analysis; Internal medicine; Incidence (geometry); Sprint; Cognitive impairment; Cognition; Physical therapy; Confidence interval; Disease; Psychiatry","score_opus":0.01493306491199482,"score_gpt":0.27018958923155606,"score_spread":0.25525652431956125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361190366","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98552305,0.000010302232,0.0000043853493,0.013576895,0.00021097071,0.0005866388,0.000061798586,0.000009595813,0.00001636896],"genre_scores_gemma":[0.9988267,0.000019881621,0.000025599731,0.0006863721,0.00019044036,0.0000051979628,0.000009542706,0.0000125457245,0.00022373124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973527,0.0005346611,0.000510589,0.00011689393,0.0012861853,0.00019897004],"domain_scores_gemma":[0.99516326,0.0014466981,0.0020453727,0.00019784714,0.0010818023,0.00006501656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015148852,0.00011552917,0.00066097954,0.00016467397,0.00017674212,0.000027003432,0.00012790407,0.00005743216,0.000007584447],"category_scores_gemma":[0.0029289126,0.000053016967,0.00041176003,0.0015622664,0.000103661994,0.00009154009,0.00008284394,0.000372126,0.0000023583098],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014801847,0.00009912759,0.99109614,0.0000037823688,0.0035275319,5.445571e-7,0.0005241267,0.000036553243,0.000068231595,2.702854e-7,0.001899751,0.0012637456],"study_design_scores_gemma":[0.007461751,0.0012598374,0.98471814,0.000099954224,0.0055059786,0.0000012240073,0.0005524174,0.00013005856,0.00010079396,0.000009161119,0.00010085503,0.000059852406],"about_ca_topic_score_codex":0.00034250756,"about_ca_topic_score_gemma":0.00012376487,"teacher_disagreement_score":0.013303644,"about_ca_system_score_codex":0.00057229504,"about_ca_system_score_gemma":0.00014381095,"threshold_uncertainty_score":0.35063937},"labels":[],"label_agreement":null},{"id":"W4362454121","doi":"10.1111/jgh.16188","title":"Frailty predicts mortality in patients with upper gastrointestinal bleed: a prospective cohort study","year":2023,"lang":"en","type":"article","venue":"Journal of Gastroenterology and Hepatology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Bleed; Prospective cohort study; Upper gastrointestinal bleeding; Comorbidity; Multivariate analysis; Univariate analysis; Internal medicine; Intensive care unit; Cohort; Cohort study; Blood transfusion; Emergency department; Emergency medicine; Surgery; Endoscopy","score_opus":0.014522345616348896,"score_gpt":0.2731665020803918,"score_spread":0.2586441564640429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362454121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99806917,0.000009095254,0.00006539012,0.0008505107,0.0001520188,0.000752606,0.000009161426,0.00002613207,0.00006594191],"genre_scores_gemma":[0.9991519,0.000010119911,0.00038942136,0.00029577332,0.0000624056,0.000022335855,0.000010559856,0.000017433973,0.00004005524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981037,0.00020841115,0.00061805133,0.00029530146,0.00031584836,0.00045870926],"domain_scores_gemma":[0.99890417,0.00007348604,0.00032733238,0.00019652453,0.00031358385,0.00018490541],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054105325,0.00019976817,0.000818148,0.00041449865,0.00004772607,0.0000072597586,0.00010903312,0.00008164395,0.00004471033],"category_scores_gemma":[0.00018820696,0.00014808966,0.0000625148,0.00020083462,0.00027397895,0.00011869831,0.00007833084,0.00067092536,0.0000071989566],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076305578,0.0012270953,0.98873776,0.000029155666,0.00035141563,0.0012492673,0.00033003537,0.000007939912,0.000007965139,0.0000058297314,0.00037571063,0.00004724681],"study_design_scores_gemma":[0.0126778465,0.023804184,0.96029687,0.00011267073,0.00023657363,0.0024478247,0.00020993399,0.00007991336,0.000002810803,0.00006339944,0.000009718047,0.0000582689],"about_ca_topic_score_codex":0.00004679064,"about_ca_topic_score_gemma":0.00065919553,"teacher_disagreement_score":0.028440924,"about_ca_system_score_codex":0.00008526096,"about_ca_system_score_gemma":0.00009023005,"threshold_uncertainty_score":0.60389215},"labels":[],"label_agreement":null},{"id":"W4362456807","doi":"10.1093/fampra/cmad035","title":"Frailty prevalence and efficient screening in primary care-based memory clinics","year":2023,"lang":"en","type":"article","venue":"Family Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Family Medicine; Impact; Research Institute for Aging; McMaster University; University of Waterloo","funders":"Canadian Frailty Network","keywords":"Medicine; Grip strength; Context (archaeology); Confidence interval; Primary care; Population; Cohen's kappa; Gerontology; Proxy (statistics); Physical therapy; Geriatrics; Family medicine; Psychiatry; Internal medicine; Environmental health","score_opus":0.053092704867371256,"score_gpt":0.34043962235280223,"score_spread":0.28734691748543095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362456807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9718714,0.0030219383,0.0005593252,0.0027419494,0.00038067947,0.00087401754,0.000027384105,0.0002977921,0.020225544],"genre_scores_gemma":[0.9725815,0.0006685113,0.016109668,0.0085711405,0.00017234722,0.00006963793,0.00010904999,0.00006363915,0.0016544715],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980029,0.00020368905,0.00038870532,0.0004802519,0.0005596776,0.00036480618],"domain_scores_gemma":[0.9968045,0.00220569,0.00015569612,0.00049313693,0.00018524626,0.00015577523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010628675,0.00018013373,0.000285859,0.00022001914,0.000078138124,0.000032646807,0.0001245688,0.00014279775,0.000012363548],"category_scores_gemma":[0.0032221768,0.00018101983,0.000053455486,0.00062936335,0.000103412596,0.00020208492,0.00012736043,0.0005791121,0.00015231427],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007064122,0.0020239342,0.42043254,0.013784941,0.0003210721,0.0044437856,0.0169281,0.020375235,0.011264788,0.00009697372,0.021028358,0.48223615],"study_design_scores_gemma":[0.0047998657,0.000385773,0.9502959,0.0011505475,0.0002026242,0.000054280044,0.0032726808,0.0126608275,0.00031948867,0.0000044775684,0.026563685,0.00028980453],"about_ca_topic_score_codex":0.0001166606,"about_ca_topic_score_gemma":0.0000075039347,"teacher_disagreement_score":0.5298634,"about_ca_system_score_codex":0.00011375785,"about_ca_system_score_gemma":0.0002933016,"threshold_uncertainty_score":0.7381774},"labels":[],"label_agreement":null},{"id":"W4362595644","doi":"10.1158/1538-7445.am2023-3010","title":"Abstract 3010: Epigenetic age acceleration in older adults with hematologic malignancies","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Medicine; Cytopenia; Internal medicine; Epigenetics; Oncology; DNA methylation; Bone marrow; Biology; Genetics","score_opus":0.10718116705070807,"score_gpt":0.4101375395545209,"score_spread":0.30295637250381285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362595644","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924492,0.0007443148,0.0000058639453,0.004023725,0.000083606064,0.0011145949,0.000009884926,0.000116503754,0.0014523055],"genre_scores_gemma":[0.9947189,0.00084799156,0.00008277672,0.00011152919,0.00011860493,0.0006872316,0.000052741358,0.000036801866,0.0033434026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997771,0.00006787458,0.000246456,0.00042849223,0.00079634524,0.0006898094],"domain_scores_gemma":[0.99896926,0.0001908972,0.000033728236,0.00039118362,0.0002666679,0.00014825148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005594955,0.00013936986,0.0002598735,0.0004473439,0.00009338789,0.000048804894,0.00017916459,0.00011819522,0.0007109047],"category_scores_gemma":[0.00022547127,0.000107668864,0.000033263797,0.0013796046,0.00019957182,0.00009932641,0.00007528119,0.0005330569,0.00042340043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044005155,0.0013016461,0.41619506,0.008815071,0.0002364187,0.019745642,0.02815997,0.0012082101,0.3247835,0.00057864736,0.10606852,0.08850681],"study_design_scores_gemma":[0.0027926203,0.0002567408,0.9550717,0.0020718367,0.000006655967,0.000031566156,0.0013489546,0.00012780294,0.03712403,0.00013272531,0.00087076094,0.00016463561],"about_ca_topic_score_codex":0.001055953,"about_ca_topic_score_gemma":0.0025333837,"teacher_disagreement_score":0.5388766,"about_ca_system_score_codex":0.00025840534,"about_ca_system_score_gemma":0.00032947163,"threshold_uncertainty_score":0.7783908},"labels":[],"label_agreement":null},{"id":"W4362713428","doi":"10.1590/1981-22562022025.220188.pt","title":"Piora da fragilidade em pessoas idosas comunitárias com hipertensão e fatores associados","year":2022,"lang":"pt","type":"article","venue":"Revista Brasileira de Geriatria e Gerontologia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology","score_opus":0.04279566000568791,"score_gpt":0.3055296111894064,"score_spread":0.2627339511837185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362713428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95251125,0.028383933,0.0008021164,0.0031948895,0.0060199304,0.0045258976,0.0021342163,0.0011026248,0.0013251711],"genre_scores_gemma":[0.9793126,0.0003149783,0.0007979715,0.0032497533,0.001999555,0.0005929628,0.0011872593,0.00042563566,0.01211931],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98332095,0.0050020427,0.0031411417,0.0024944502,0.0026112793,0.0034301633],"domain_scores_gemma":[0.989665,0.0023739303,0.0022172234,0.0037374892,0.0006226496,0.0013837187],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.004399982,0.001990641,0.0040292433,0.000714223,0.002220635,0.0010226191,0.0028789998,0.0012803836,0.013336356],"category_scores_gemma":[0.004029359,0.0021617915,0.0015050321,0.001855123,0.00056021207,0.00046058485,0.0020844345,0.0048502325,0.0008964516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033425333,0.0029355828,0.53508276,0.0026171855,0.003211285,0.0045345067,0.023246063,0.00018056961,0.0037330126,0.0033085542,0.4073461,0.010461844],"study_design_scores_gemma":[0.024299685,0.0053879023,0.8135078,0.0014335625,0.005931583,0.0028100412,0.05462435,0.00426547,0.00027301413,0.00016619495,0.08189981,0.0054006106],"about_ca_topic_score_codex":0.0012715001,"about_ca_topic_score_gemma":0.00022874832,"teacher_disagreement_score":0.3254463,"about_ca_system_score_codex":0.0045533804,"about_ca_system_score_gemma":0.002181065,"threshold_uncertainty_score":0.99988145},"labels":[],"label_agreement":null},{"id":"W4362713464","doi":"10.1590/1981-22562022025.220188.en","title":"Worsening frailty in community-dwelling older people with hypertension and associated factors","year":2022,"lang":"en","type":"article","venue":"Revista Brasileira de Geriatria e Gerontologia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Polypharmacy; Gerontology; Older people; Medicine; Poisson regression; Socioeconomic status; Demography; Population; Environmental health","score_opus":0.03983166850727906,"score_gpt":0.27969179546961737,"score_spread":0.2398601269623383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362713464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970609,0.0010081234,0.0002080847,0.00023295023,0.00013976642,0.00089425896,0.0000324168,0.00021484935,0.00020862716],"genre_scores_gemma":[0.99780536,0.000034933983,0.0011635951,0.000338796,0.00005209933,0.00006745329,0.00020494974,0.00006714585,0.00026569594],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967166,0.0010788033,0.00058457366,0.00047908004,0.0004521325,0.0006888141],"domain_scores_gemma":[0.9978749,0.00087447144,0.00031139623,0.00062726735,0.00009600803,0.00021592464],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013541994,0.0003867676,0.0009767193,0.0002619553,0.00063293,0.0000878833,0.00025834492,0.00019792235,0.00031123523],"category_scores_gemma":[0.00085975905,0.0003417904,0.000114840805,0.00071696826,0.00009916536,0.00014300502,0.00028556492,0.0016654328,0.000004656305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003846751,0.00032186985,0.99130946,0.00017486357,0.000097698416,0.00019326383,0.004699847,0.000114837,0.0013994753,0.00004143707,0.0007079447,0.0005546043],"study_design_scores_gemma":[0.004032383,0.0006427893,0.9875426,0.0002861922,0.00016781379,0.00040174127,0.0054784655,0.00073989853,0.00005962946,0.00000915629,0.00025797196,0.00038131626],"about_ca_topic_score_codex":0.0017977186,"about_ca_topic_score_gemma":0.0010214744,"teacher_disagreement_score":0.0037668415,"about_ca_system_score_codex":0.0006404104,"about_ca_system_score_gemma":0.00021501492,"threshold_uncertainty_score":0.99990344},"labels":[],"label_agreement":null},{"id":"W4362716921","doi":"10.1016/j.exger.2023.112163","title":"Biomarkers of the ageing immune system and their association with frailty – A systematic review","year":2023,"lang":"en","type":"review","venue":"Experimental Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":58,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"H2020 Marie Skłodowska-Curie Actions; Horizon 2020","keywords":"Ageing; Immune system; Gerontology; Medicine; Association (psychology); Biology; Immunology; Psychology; Internal medicine","score_opus":0.06309861165650782,"score_gpt":0.34884878239558054,"score_spread":0.2857501707390727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362716921","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005822188,0.9934153,0.000004460715,0.00011325991,0.00037259457,0.005198728,0.000032892378,0.000097626,0.00070690666],"genre_scores_gemma":[0.0010685147,0.99606687,0.00004604521,0.000060326125,0.000043744756,0.00092475663,0.000051389223,0.00008528544,0.0016530459],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9969919,0.00071974733,0.0012307856,0.00041284127,0.00032827863,0.0003164999],"domain_scores_gemma":[0.9970285,0.00047481104,0.0015629967,0.00079067453,0.000068692556,0.00007428495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062860845,0.00047326458,0.0043308674,0.00009986203,0.00007889749,0.000011806333,0.00027342522,0.0003453909,0.00001735893],"category_scores_gemma":[0.0003050879,0.00023870688,0.0004833686,0.00034403184,0.0001351453,0.000039913768,0.00017652435,0.00030990443,0.000030416368],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001002255,0.000043198666,0.00000737609,0.9945665,0.00204949,0.000036984227,0.000366515,7.059611e-9,0.00003612747,0.00005791344,0.0003046228,0.0025212297],"study_design_scores_gemma":[0.00054153055,0.0002159583,0.000014399326,0.98607564,0.003417497,0.0011190589,0.0011612483,0.0000042299976,0.00020479098,5.742319e-7,0.0070051216,0.00023992936],"about_ca_topic_score_codex":0.00012353198,"about_ca_topic_score_gemma":0.00002393116,"teacher_disagreement_score":0.008490851,"about_ca_system_score_codex":0.000916633,"about_ca_system_score_gemma":0.00016070319,"threshold_uncertainty_score":0.9734184},"labels":[],"label_agreement":null},{"id":"W4363672819","doi":"10.21203/rs.3.rs-2399595/v1","title":"Reversing Frailty in Older Adults: A Scoping Review","year":2023,"lang":"en","type":"review","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"CINAHL; Checklist; Psychological intervention; Medicine; Critical appraisal; Gerontology; MEDLINE; Intervention (counseling); Meta-analysis; Psychology; Alternative medicine; Psychiatry","score_opus":0.2534625428859927,"score_gpt":0.5315047633119125,"score_spread":0.27804222042591986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4363672819","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000019376612,0.98157376,0.0000029647692,0.00089911284,0.00018582054,0.014903999,0.00007084738,0.00022289142,0.0021386887],"genre_scores_gemma":[0.0000010370103,0.9933073,0.00017254837,0.00013518009,0.0004409734,0.001558637,0.00054030895,0.00024871106,0.003595297],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.991986,0.0013644117,0.0015712305,0.0012881426,0.0022616656,0.0015285582],"domain_scores_gemma":[0.99495006,0.002037879,0.000252267,0.0016638481,0.00060466724,0.0004912955],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004177764,0.000613743,0.0037494146,0.0016974618,0.00019223687,0.00006783101,0.00060443766,0.00065724255,0.00084189186],"category_scores_gemma":[0.008011757,0.0005147841,0.0008045242,0.005132853,0.00020682436,0.00015420669,0.00058491307,0.0036254367,0.003286903],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009296882,0.000068689755,0.000009114709,0.5490361,0.000041775707,0.00059731153,0.00007848362,2.3941725e-8,1.6893466e-8,0.000004691441,0.010460026,0.4396945],"study_design_scores_gemma":[0.0005844049,0.00010885979,0.000026927863,0.6461856,0.00014919086,0.000100786354,0.00007938381,0.000002816171,1.6792917e-7,0.0000047359154,0.35249534,0.00026177976],"about_ca_topic_score_codex":0.00029316952,"about_ca_topic_score_gemma":0.00036576265,"teacher_disagreement_score":0.4394327,"about_ca_system_score_codex":0.0013370654,"about_ca_system_score_gemma":0.0023104325,"threshold_uncertainty_score":0.99973035},"labels":[],"label_agreement":null},{"id":"W4364376563","doi":"10.1016/j.resuscitation.2023.109793","title":"Pre-arrest frailty and implications for cardiac arrest care","year":2023,"lang":"en","type":"letter","venue":"Resuscitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Schwartz/Reisman Emergency Medicine Institute","funders":"","keywords":"Scopus; Medicine; Feeling; Health care; Gerontology; MEDLINE; Psychology","score_opus":0.03943008017213217,"score_gpt":0.32880870866703726,"score_spread":0.2893786284949051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364376563","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004591985,0.0013167494,0.0005989259,0.9799705,0.004522427,0.0039668223,0.0031605081,0.00046130255,0.0014107461],"genre_scores_gemma":[0.051527683,0.0028638474,0.018948942,0.58859986,0.079317816,0.013437733,0.18791175,0.0018073801,0.05558501],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824226,0.000059086153,0.0003644232,0.00064126315,0.00030670952,0.00038623606],"domain_scores_gemma":[0.9977833,0.00080179935,0.00017825162,0.0006624578,0.00046854166,0.00010567583],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012983585,0.00029793542,0.00044885164,0.00024408927,0.0001772958,0.00007236275,0.00012820114,0.0006917564,0.0000052934693],"category_scores_gemma":[0.00076295267,0.00030120843,0.00018628183,0.00026753143,0.00010441985,0.00009095071,0.000045523077,0.0006990556,0.00006410978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032803364,0.000007963569,0.0018380152,0.0019655095,0.0001262546,0.000009671364,0.000972153,0.000004888574,0.0002937923,0.00006164659,0.98727936,0.007407976],"study_design_scores_gemma":[0.0008200107,0.00015272647,0.17294765,0.00058108603,0.00038777984,0.0000024604112,0.00020713526,0.000033800985,0.00004439984,0.0008840526,0.82363063,0.00030824493],"about_ca_topic_score_codex":0.00012675265,"about_ca_topic_score_gemma":0.00009125646,"teacher_disagreement_score":0.39137068,"about_ca_system_score_codex":0.00021671173,"about_ca_system_score_gemma":0.00020275477,"threshold_uncertainty_score":0.99994403},"labels":[],"label_agreement":null},{"id":"W4364378806","doi":"10.21203/rs.3.rs-2789935/v1","title":"Slow gait speed could be a signal for common geriatric syndromes besides sarcopenia","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Kunming Medical University","keywords":"Sarcopenia; Gait; Polypharmacy; Preferred walking speed; Medicine; Dementia; Depression (economics); Comorbidity; Geriatrics; Physical medicine and rehabilitation; Malnutrition; Grip strength; Physical therapy; Gerontology; Internal medicine; Psychiatry","score_opus":0.18896538882037767,"score_gpt":0.447245357605434,"score_spread":0.2582799687850563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4364378806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84209204,0.008691253,0.0006515381,0.09207784,0.0025020381,0.03597917,0.007425819,0.002303996,0.008276343],"genre_scores_gemma":[0.9289781,0.0011588823,0.0025009103,0.0002457158,0.0017234462,0.0015641156,0.0033669206,0.0004469998,0.060014933],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9923984,0.00053790107,0.00087168976,0.0014503394,0.0030142725,0.0017274058],"domain_scores_gemma":[0.99252915,0.0031392353,0.00020293269,0.001815273,0.0015863602,0.00072702026],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003221854,0.00062259997,0.0014554969,0.001505224,0.00039081898,0.00032303686,0.0010498203,0.000985809,0.0009964758],"category_scores_gemma":[0.0026773284,0.00058484264,0.00063836935,0.0010983562,0.0004117125,0.00010676819,0.0020521476,0.00348832,0.0008286582],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002431467,0.0010481423,0.016860548,0.0336911,0.0012998283,0.0029179174,0.0018300434,0.00051155436,0.0034843455,0.00033902208,0.9208864,0.014699633],"study_design_scores_gemma":[0.040955216,0.023234148,0.43175524,0.06398287,0.0026787424,0.0015981675,0.009727293,0.04779272,0.026550503,0.05917446,0.28457314,0.007977498],"about_ca_topic_score_codex":0.0021342055,"about_ca_topic_score_gemma":0.00049094,"teacher_disagreement_score":0.63631326,"about_ca_system_score_codex":0.00088727346,"about_ca_system_score_gemma":0.001689568,"threshold_uncertainty_score":0.99994934},"labels":[],"label_agreement":null},{"id":"W4365135678","doi":"10.11124/jbies-22-00330","title":"Effectiveness of programs that offer individualized, multifactorial support to community-dwelling older people with ongoing health and social care needs: a systematic review protocol","year":2023,"lang":"en","type":"review","venue":"JBI Evidence Synthesis","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Health care; Medicine; Data extraction; Systematic review; Protocol (science); Inclusion (mineral); Gerontology; Social support; Needs assessment; MEDLINE; Grey literature; Nursing; Psychology; Alternative medicine","score_opus":0.07115890708498915,"score_gpt":0.40516244797451423,"score_spread":0.3340035408895251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365135678","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006124845,0.58641005,0.00006275285,0.00017288944,0.00013961527,0.41282582,0.00008495113,0.0002270232,0.000015639998],"genre_scores_gemma":[0.0003103526,0.5450028,0.0004988021,0.00010616375,0.00016071205,0.4534666,0.0001314945,0.00026412934,0.000058932415],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.98882526,0.006370058,0.0018889605,0.00070051884,0.0014827056,0.00073248445],"domain_scores_gemma":[0.9868292,0.009268472,0.0017576988,0.0012719568,0.00046400033,0.000408676],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00583385,0.000993121,0.00883108,0.00060274726,0.0003877246,0.000116529045,0.00068256137,0.00043574334,0.000023729062],"category_scores_gemma":[0.0052495496,0.00068198657,0.00069911126,0.001501693,0.00015825522,0.0002813063,0.00036099515,0.0011030552,0.000053389263],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012382037,0.00013389031,0.00028950843,0.8945739,0.00062132487,0.000015649544,0.011719975,8.7081695e-8,2.5105325e-7,0.0000022102197,0.00007656411,0.09244282],"study_design_scores_gemma":[0.0006376916,0.00096721353,0.00008434958,0.9805552,0.0061020763,0.00012939623,0.0033208786,5.5105335e-7,0.000009022858,9.372125e-7,0.007618043,0.00057465106],"about_ca_topic_score_codex":0.0008653699,"about_ca_topic_score_gemma":0.00023080448,"teacher_disagreement_score":0.09186817,"about_ca_system_score_codex":0.0007429394,"about_ca_system_score_gemma":0.0017914535,"threshold_uncertainty_score":0.99956316},"labels":[],"label_agreement":null},{"id":"W4365397519","doi":"10.5114/ms.2023.126293","title":"Coexistence of frailty syndrome and the level of health behaviors in elderly patients with chronic obstructive pulmonary disease","year":2023,"lang":"en","type":"article","venue":"Medical Studies","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pulmonary disease; Medicine; Disease; Internal medicine; Gerontology","score_opus":0.07422786383065551,"score_gpt":0.3404214208706438,"score_spread":0.2661935570399883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365397519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98845243,0.0044120965,0.0000062391186,0.006329515,0.00008450152,0.0006071634,0.00006391532,0.000017976095,0.000026131518],"genre_scores_gemma":[0.99885756,0.0007719653,0.000034904428,0.000099084544,0.000012387361,0.000064332504,0.000018059309,0.000010175833,0.00013152696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824774,0.000099490826,0.00041368516,0.00020968572,0.00079986634,0.00022953437],"domain_scores_gemma":[0.99900734,0.00039092542,0.00014379084,0.0001955724,0.000116567586,0.00014578132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041473343,0.00012316344,0.00058066426,0.00007119144,0.00006026742,0.000001328289,0.000103172606,0.000038855444,0.0000160835],"category_scores_gemma":[0.0010663588,0.00006753644,0.00003775483,0.00036134542,0.0016035108,0.0000338405,0.00014273355,0.00019712294,0.0000018545364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004930216,0.0003097345,0.94321406,0.0012892468,0.00015717732,0.00020605457,0.00405775,0.0000026336488,0.0000019642164,0.00007387016,0.00029123676,0.049903248],"study_design_scores_gemma":[0.003448848,0.0006091452,0.9929315,0.0012936485,0.000056855923,0.000011738534,0.0013378827,0.000045524586,0.0000041090293,0.00016303116,0.00003778528,0.00005996813],"about_ca_topic_score_codex":0.0005065923,"about_ca_topic_score_gemma":0.000331407,"teacher_disagreement_score":0.04984328,"about_ca_system_score_codex":0.00009333803,"about_ca_system_score_gemma":0.00021468243,"threshold_uncertainty_score":0.59082025},"labels":[],"label_agreement":null},{"id":"W4366684490","doi":"10.1177/17151635231164957","title":"Pharmacists’ knowledge, perceptions and practices regarding frailty: A cross-sectional survey across practice settings in Canada","year":2023,"lang":"en","type":"article","venue":"Canadian Pharmacists Journal / Revue des Pharmaciens du Canada","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary; Institute for Clinical Evaluative Sciences; Women's College Hospital; University of Toronto; University of Waterloo","funders":"Canadian Frailty Network; Government of Canada","keywords":"Respondent; Medicine; Pharmacy; Cross-sectional study; Family medicine; Logistic regression; Pharmacist; Gerontology; Descriptive statistics; Geriatrics; Perception; Psychology; Psychiatry","score_opus":0.09733039909286556,"score_gpt":0.4056044893562093,"score_spread":0.30827409026334374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366684490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99068123,0.00094097265,0.00001126189,0.0008466885,0.0032700673,0.00064592983,0.0019363259,0.0000717729,0.0015957793],"genre_scores_gemma":[0.9860817,0.0052526486,0.00019521096,0.003830724,0.0011625356,0.00005348603,0.00028147147,0.00012812128,0.0030141093],"study_design_codex":"observational","study_design_gemma":"case_report","domain_scores_codex":[0.9939505,0.00065300206,0.0012511249,0.00096646533,0.0010650712,0.0021138797],"domain_scores_gemma":[0.9916849,0.0016637418,0.00085367635,0.00040218298,0.0018188596,0.003576609],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0035144887,0.0006308409,0.00071225764,0.0006919958,0.0016511023,0.0005859451,0.0005977111,0.00014354098,0.0007207361],"category_scores_gemma":[0.0068565914,0.00071360316,0.00014274748,0.0023762917,0.00034911933,0.00136116,0.00016084567,0.0022490884,0.000046164554],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000566532,0.00009292018,0.7658184,0.00057209237,0.00044438645,0.11132595,0.0032232408,0.0011900145,0.0014488146,0.000004000819,0.09255522,0.022758398],"study_design_scores_gemma":[0.007056757,0.00006667953,0.14521226,0.00010768533,0.00016903023,0.70253295,0.00038302442,0.011054233,0.00032375916,0.000012860128,0.13199925,0.0010815274],"about_ca_topic_score_codex":0.93152624,"about_ca_topic_score_gemma":0.9947819,"teacher_disagreement_score":0.6206062,"about_ca_system_score_codex":0.012246717,"about_ca_system_score_gemma":0.028945148,"threshold_uncertainty_score":0.99964863},"labels":[],"label_agreement":null},{"id":"W4366692637","doi":"10.1097/tgr.0000000000000390","title":"A Clinical Review of the Classification and Management of Prefrailty in Older Adults","year":2023,"lang":"en","type":"review","venue":"Topics in Geriatric Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Psychological intervention; Subclinical infection; Gerontology; Stressor; Sarcopenia; Vulnerability (computing); Falls in older adults; Injury prevention; Poison control; Medical emergency; Psychiatry; Internal medicine; Computer security","score_opus":0.06794779934760926,"score_gpt":0.4114960925526132,"score_spread":0.34354829320500396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366692637","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0020467658,0.9906761,0.000003861272,0.0009041401,0.0003151932,0.0056378483,0.000013066862,0.000013621406,0.00038941935],"genre_scores_gemma":[0.00010345194,0.9971847,0.0018152692,0.000023207585,0.00006452817,0.00037415026,0.00004483876,0.000023710114,0.00036617828],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99631625,0.0005304365,0.0022613292,0.0004185493,0.00034020265,0.00013323533],"domain_scores_gemma":[0.9973173,0.0009404091,0.0008214708,0.00076555036,0.00012213194,0.000033150158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017785965,0.0001916008,0.0014086331,0.00026649266,0.000009337303,0.0000027353296,0.0001863996,0.00026584748,0.000012247907],"category_scores_gemma":[0.001735538,0.00013521238,0.0003176533,0.0013719685,0.00012294728,0.000038530306,0.000116993826,0.00035089548,0.0000044156764],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008991416,0.0001224233,0.0025364263,0.40876612,0.000024950072,0.0000010334095,0.00012960908,7.831246e-8,1.554386e-8,0.00024167955,0.00026517815,0.5879035],"study_design_scores_gemma":[0.0009371984,0.00014858767,0.47328252,0.42861563,0.00046876198,0.0000029085797,0.000087100074,0.000015698392,4.0198504e-8,0.00019254553,0.09613845,0.000110563255],"about_ca_topic_score_codex":0.00003610696,"about_ca_topic_score_gemma":0.00002498108,"teacher_disagreement_score":0.58779293,"about_ca_system_score_codex":0.00016081479,"about_ca_system_score_gemma":0.00014387636,"threshold_uncertainty_score":0.5513801},"labels":[],"label_agreement":null},{"id":"W4366724100","doi":"10.1007/s40520-023-02407-w","title":"Deepening the understanding of the structural validity of the Tilburg Frailty Indicator","year":2023,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Spanish National Plan for Scientific and Technical Research and Innovation; Conselleria de Cultura, Educación y Ciencia, Generalitat Valenciana","keywords":"Psychology; Convergent validity; Mood; Confirmatory factor analysis; Checklist; Reliability (semiconductor); Clinical psychology; Scale (ratio); Structural equation modeling; Gerontology; Psychometrics; Internal consistency; Medicine","score_opus":0.43461494659947664,"score_gpt":0.5242839193677615,"score_spread":0.0896689727682849,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366724100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917399,0.00021057844,0.000004355874,0.006603508,0.0003183292,0.00039875004,0.0000067742217,0.000017536124,0.0007002626],"genre_scores_gemma":[0.9991241,0.00003817366,0.000027392362,0.00014886206,0.00012628936,0.000009996317,0.0000018734285,0.00001302571,0.00051026605],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99757403,0.00051294744,0.00042255726,0.0002380239,0.0009350568,0.00031737096],"domain_scores_gemma":[0.9972194,0.002021361,0.00010102435,0.00050468044,0.00005368362,0.00009984895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023902238,0.00009225266,0.00023030507,0.000053407075,0.0004403172,0.000021651993,0.00042570638,0.00008350576,0.00007203321],"category_scores_gemma":[0.0013542186,0.000041033927,0.00016514759,0.00053798524,0.0019513693,0.000044318862,0.000906727,0.0007791648,0.00000763057],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018221105,0.00009307766,0.95946854,0.00011021998,0.000119262964,0.0000075326197,0.0054594832,0.000004592269,0.025886402,0.0020647708,0.0046221255,0.0019817543],"study_design_scores_gemma":[0.0019301455,0.00036521835,0.79323244,0.0005050848,0.00003668437,0.000021897875,0.015565589,0.0011956183,0.18242127,0.003863591,0.00074981916,0.00011267028],"about_ca_topic_score_codex":0.0001659962,"about_ca_topic_score_gemma":0.000013595862,"teacher_disagreement_score":0.16623615,"about_ca_system_score_codex":0.00006265957,"about_ca_system_score_gemma":0.00011805686,"threshold_uncertainty_score":0.71899015},"labels":[],"label_agreement":null},{"id":"W4366772849","doi":"10.3390/healthcare11081186","title":"Implementation, Feasibility, and Acceptability of MATCH to Prevent Iatrogenic Disability in Hospitalized Older Adults: A Question of Geriatric Care Program?","year":2023,"lang":"en","type":"article","venue":"Healthcare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Université de Montréal; Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"Fonds de Recherche du Québec - Santé","keywords":"Pacu; Medicine; Rehabilitation; Usability; Medical prescription; Physical therapy; Geriatric rehabilitation; Health care; Population; Geriatrics; Nursing; Psychiatry","score_opus":0.02227999371204337,"score_gpt":0.3989874891593512,"score_spread":0.37670749544730786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366772849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875965,0.001152677,0.0000041108983,0.0038543018,0.00009905089,0.00694103,0.00022169818,0.00011891077,0.000011699864],"genre_scores_gemma":[0.9973955,0.00014836561,0.0015134588,0.00005276349,0.000033801054,0.0005870201,0.0002406718,0.000022912613,0.0000054760285],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99747956,0.00027591622,0.000936016,0.0005445756,0.0004068231,0.000357096],"domain_scores_gemma":[0.99844915,0.00008248947,0.00018469084,0.0006007796,0.0004566311,0.00022624785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006218452,0.00017883594,0.00053183106,0.00014914777,0.000033546472,0.000006548609,0.00009552154,0.00012112575,0.000112541784],"category_scores_gemma":[0.00031111512,0.00017203938,0.00014332647,0.0011189869,0.00010689726,0.000082714774,0.00012684868,0.000146138,0.0000034078043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002788672,0.00044574376,0.88533586,0.007463006,0.000015892665,0.000001798049,0.009489076,0.0000014351232,0.000021658598,0.000020103667,0.000063564934,0.09686297],"study_design_scores_gemma":[0.002436706,0.0010278961,0.9853327,0.00032121863,0.000040432828,0.0000047872704,0.009803412,0.000017593211,0.00066302286,0.00021044267,0.000027208078,0.00011456968],"about_ca_topic_score_codex":0.008769354,"about_ca_topic_score_gemma":0.01000053,"teacher_disagreement_score":0.099996835,"about_ca_system_score_codex":0.0005163429,"about_ca_system_score_gemma":0.0002342941,"threshold_uncertainty_score":0.99783134},"labels":[],"label_agreement":null},{"id":"W4366823429","doi":"10.1007/s00464-023-10063-4","title":"Fragility of statistically significant findings from randomized trials in comparing laparoscopic versus robotic abdominopelvic surgeries","year":2023,"lang":"en","type":"review","venue":"Surgical Endoscopy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Hamilton Health Sciences; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Interquartile range; Randomized controlled trial; Sample size determination; Laparoscopy; Laparoscopic surgery; Robotic surgery; Abdominal surgery; Surgery; Statistical significance; General surgery; Internal medicine; Statistics","score_opus":0.21430085291352002,"score_gpt":0.4307389782075041,"score_spread":0.2164381252939841,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366823429","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0071347756,0.9819396,0.00015737681,0.00012494781,0.002675937,0.006209284,0.0006325198,0.00023803474,0.00088750647],"genre_scores_gemma":[0.004083082,0.9916734,0.0015788918,0.0000106022935,0.00024305891,0.00058445666,0.00127822,0.0001524847,0.00039581687],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98639613,0.0045574186,0.0059760287,0.0011543955,0.0010500154,0.0008660311],"domain_scores_gemma":[0.90706235,0.09012977,0.0012936303,0.0009427968,0.00015431106,0.00041711002],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0076118787,0.00095859345,0.025195109,0.0006198457,0.000054508746,0.00006364599,0.00045639707,0.00070506654,0.0010395622],"category_scores_gemma":[0.03624127,0.0007102212,0.0022613495,0.0010102433,0.0008546617,0.00008242322,0.00023250438,0.0013413117,0.0003007773],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.58995813,0.0026344783,0.0017751261,0.1771128,0.014012711,0.0082707675,0.0011007704,0.00011996101,0.000025612202,0.0056015393,0.0035335827,0.19585451],"study_design_scores_gemma":[0.77342564,0.0004947345,0.00021760103,0.09239486,0.011796258,0.000025011686,0.00008443091,0.00040714987,0.00010197892,0.0007836036,0.11887639,0.0013923626],"about_ca_topic_score_codex":0.001375948,"about_ca_topic_score_gemma":0.00013320112,"teacher_disagreement_score":0.19446215,"about_ca_system_score_codex":0.00038504737,"about_ca_system_score_gemma":0.0009915464,"threshold_uncertainty_score":0.99987364},"labels":[],"label_agreement":null},{"id":"W4366990580","doi":"10.1186/s13054-023-04415-8","title":"The impact of unexpected intensive care unit admission after cancer surgery on long-term symptom burden among older adults: a population-based longitudinal analysis","year":2023,"lang":"en","type":"article","venue":"Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sunnybrook Hospital; Health Sciences Centre; Public Health Ontario; University of Toronto; Ottawa Hospital; University of Manitoba; Sunnybrook Health Science Centre","funders":"Ontario Institute for Cancer Research; Sunnybrook Research Institute; Ottawa Hospital Research Institute","keywords":"Medicine; Intensive care unit; Confounding; Quality of life (healthcare); Poisson regression; Emergency medicine; Population; Cohort; Cancer; Cohort study; Pediatrics; Intensive care medicine; Internal medicine","score_opus":0.02937376750688438,"score_gpt":0.3689978085170502,"score_spread":0.33962404101016586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4366990580","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959096,0.0013563315,0.000018910967,0.001531405,0.00020682432,0.0004481759,0.00034942938,0.00014536359,0.000033960503],"genre_scores_gemma":[0.99803764,0.0000239988,0.000005644309,0.00015050017,0.00020686192,0.00021165851,0.0012387043,0.00005042217,0.00007459916],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976975,0.00013579847,0.000491052,0.0004981672,0.0006514812,0.00052603177],"domain_scores_gemma":[0.9938294,0.0015650805,0.000084971325,0.0006746308,0.0034587365,0.00038712847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007093966,0.00031288792,0.0006453283,0.00051217346,0.00017485251,0.000048929644,0.00014002026,0.00017892515,0.0006882284],"category_scores_gemma":[0.003258028,0.000208227,0.0007432821,0.0017028968,0.00024731582,0.00007588326,0.000059416052,0.00033917153,0.000019486293],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074946485,0.00002944309,0.99167717,0.0006550874,0.0003687993,0.00040333933,0.0026466637,0.00039779552,0.000014749653,0.0000024736605,0.0004496221,0.002605396],"study_design_scores_gemma":[0.00077732606,0.00018884985,0.9848129,0.0026810581,0.0011274429,0.0000032615912,0.008594881,0.0013518508,0.00023373023,0.000004015738,0.0000021925857,0.00022248013],"about_ca_topic_score_codex":0.0032560127,"about_ca_topic_score_gemma":0.0014170131,"teacher_disagreement_score":0.006864254,"about_ca_system_score_codex":0.00043731654,"about_ca_system_score_gemma":0.00030832816,"threshold_uncertainty_score":0.849125},"labels":[],"label_agreement":null},{"id":"W4367369481","doi":"10.1177/21925682231173360","title":"The Role of Frailty and Sarcopenia in Predicting Major Adverse Events, Length of Stay and Reoperation Following <i>En Bloc</i> Resection of Primary Tumours of the Spine","year":2023,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; McGill University; University of British Columbia","funders":"","keywords":"Sarcopenia; Medicine; Perioperative; Retrospective cohort study; Surgery; Adverse effect; Cohort; Internal medicine","score_opus":0.008441553115290773,"score_gpt":0.26413418482413403,"score_spread":0.25569263170884327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367369481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967612,0.0013197642,0.000029305344,0.00094183395,0.00019106816,0.0003427854,0.000023766037,0.0000070074293,0.0003832551],"genre_scores_gemma":[0.9986331,0.00047591978,0.00067619456,0.000018866893,0.00007929429,0.0000023027114,0.000004877812,0.000008775653,0.000100688776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841154,0.00013720324,0.00065534515,0.00012363531,0.0004971966,0.00017507396],"domain_scores_gemma":[0.99918026,0.00003348636,0.00040335496,0.00017687278,0.00014585821,0.000060166625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011495716,0.000105804385,0.0003223635,0.00007480044,0.00008881335,0.0000046187597,0.00012121929,0.00006542567,0.0000045215515],"category_scores_gemma":[0.00066671526,0.00006733438,0.00009050193,0.0004770977,0.000094904695,0.00013746222,0.00013398551,0.00025959147,1.8437535e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030029993,0.000102617974,0.8677393,0.00022252793,0.00013686428,0.000009707459,0.00064393133,0.00026137749,0.114938185,0.000041366242,0.00023484587,0.015368964],"study_design_scores_gemma":[0.0028625482,0.00048661375,0.9817156,0.0010913862,0.00011701512,0.00012944175,0.0011181055,0.0007324091,0.011337112,0.00024811027,0.000111157104,0.000050469484],"about_ca_topic_score_codex":0.0002931135,"about_ca_topic_score_gemma":0.00040365817,"teacher_disagreement_score":0.113976315,"about_ca_system_score_codex":0.00010875064,"about_ca_system_score_gemma":0.0001500157,"threshold_uncertainty_score":0.27458164},"labels":[],"label_agreement":null},{"id":"W4367396864","doi":"10.1016/j.hrtlng.2023.04.013","title":"Frailty management, exploring potential directions for care and intervention in older sepsis adults","year":2023,"lang":"en","type":"letter","venue":"Heart & Lung","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surrey Memorial Hospital; Fraser Health","funders":"National Key Research and Development Program of China","keywords":"Medicine; Intervention (counseling); Sepsis; Intensive care medicine; Gerontology; MEDLINE; Medical emergency; Nursing; Internal medicine","score_opus":0.040179181846970086,"score_gpt":0.31700782636089847,"score_spread":0.2768286445139284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367396864","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14928252,0.0091054635,0.0016701685,0.80294573,0.014563632,0.015277136,0.0008795983,0.001938827,0.004336953],"genre_scores_gemma":[0.3218406,0.008722986,0.019187536,0.3886683,0.034013197,0.026189951,0.02078007,0.0023860491,0.17821132],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99801403,0.000058887555,0.0004355201,0.0006802242,0.00031840435,0.00049294095],"domain_scores_gemma":[0.99923354,0.00009713484,0.00008166786,0.000401463,0.00010982152,0.00007636691],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012449287,0.000316296,0.00048121368,0.00058928574,0.000116892836,0.000053901476,0.00008361335,0.00038978687,0.0001026378],"category_scores_gemma":[0.000063406085,0.00034411054,0.000304873,0.0002872454,0.000041367693,0.00015577729,0.00013367417,0.0008787309,0.00004553568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009695243,0.000049315688,0.0022786513,0.009304636,0.00020600758,0.0003859547,0.0011369471,0.000004414605,0.000014372262,0.0000028974223,0.96198714,0.024532732],"study_design_scores_gemma":[0.0051615075,0.0003093615,0.05956064,0.010832847,0.00060605555,0.00008272169,0.0017358721,0.0005951084,0.00008559327,0.000037856033,0.9204749,0.00051753275],"about_ca_topic_score_codex":0.00039840073,"about_ca_topic_score_gemma":0.00033680664,"teacher_disagreement_score":0.4142774,"about_ca_system_score_codex":0.00024963927,"about_ca_system_score_gemma":0.000018386754,"threshold_uncertainty_score":0.9999011},"labels":[],"label_agreement":null},{"id":"W4367606061","doi":"10.1164/ajrccm-conference.2023.207.1_meetingabstracts.a5952","title":"Prognostic Implications of Frailty and Charlson Comorbidity Index in Patients Admitted With Exacerbations of Chronic Obstructive Pulmonary Disease (COPD)","year":2023,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Charlson comorbidity index; COPD; Pulmonary disease; Medicine; Comorbidity; Internal medicine; Disease; Intensive care medicine; Cardiology","score_opus":0.02453259776972932,"score_gpt":0.27737572047339976,"score_spread":0.25284312270367043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367606061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99696153,0.000054597887,0.000078816374,0.00086787593,0.000026511772,0.0011514318,0.00017355298,0.000060311355,0.0006253911],"genre_scores_gemma":[0.99908435,0.00002876651,0.00010947878,0.000025797695,0.000015696598,0.00012400869,0.0003113622,0.000017909075,0.00028260166],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990309,0.00003007251,0.00029076904,0.0002443058,0.00022611,0.00017786883],"domain_scores_gemma":[0.99903476,0.0001395714,0.000114428534,0.00032904636,0.00023025964,0.00015193406],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000052521325,0.00012060975,0.00023950127,0.0002117494,0.00003227539,0.0000031633517,0.00006930486,0.000052650288,0.00007489886],"category_scores_gemma":[0.00024531546,0.000100654084,0.000027717075,0.0007490315,0.00018162656,0.000101021324,0.00006136041,0.00012417306,0.0000055976475],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022476049,0.00046707445,0.9945954,0.0002792953,0.000029698569,0.0000044245116,0.00017467115,0.000032045315,0.00021872425,0.0001478049,0.00015776802,0.0036683194],"study_design_scores_gemma":[0.0015733931,0.00039251955,0.9952193,0.00023021782,0.00006693722,0.0000019255097,0.00010193814,0.0018198745,0.00018405018,0.00028357434,0.00003452421,0.00009174493],"about_ca_topic_score_codex":0.00019856573,"about_ca_topic_score_gemma":0.00022190803,"teacher_disagreement_score":0.0035765746,"about_ca_system_score_codex":0.00008937917,"about_ca_system_score_gemma":0.0002116251,"threshold_uncertainty_score":0.41045547},"labels":[],"label_agreement":null},{"id":"W4367728418","doi":"10.37689/acta-ape/2023ao006731","title":"Risco de quedas e a síndrome da fragilidade no idoso","year":2023,"lang":"es","type":"article","venue":"Acta Paulista de Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology","score_opus":0.03430842875871106,"score_gpt":0.3299832336317872,"score_spread":0.2956748048730762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367728418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9052741,0.00096170604,0.00018047888,0.019004516,0.0020682306,0.0012288654,0.0005005208,0.0015660299,0.06921558],"genre_scores_gemma":[0.9482825,0.0010563746,0.0007810264,0.0034164668,0.0022023164,0.00012416905,0.0005529802,0.0002907321,0.04329347],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939208,0.0005101724,0.0009851032,0.001142085,0.0010800041,0.0023618587],"domain_scores_gemma":[0.99536085,0.00097609195,0.0003146721,0.002019585,0.00021901586,0.0011098007],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012415546,0.0008809956,0.0010687464,0.000572577,0.0003264689,0.00061838364,0.0010668349,0.0007783397,0.0025313261],"category_scores_gemma":[0.0030730814,0.000919944,0.00041655597,0.0014593112,0.00039403787,0.0005086412,0.0004810613,0.0017578335,0.020728976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049445673,0.0006704005,0.064860284,0.0025012982,0.0009542857,0.012279105,0.007770636,0.00005227812,0.084022865,0.001312516,0.8192024,0.005879458],"study_design_scores_gemma":[0.004855543,0.000686272,0.2911896,0.001895768,0.0007416699,0.0007998045,0.0014772865,0.0059693744,0.0047419835,0.0007230718,0.6855297,0.0013899006],"about_ca_topic_score_codex":0.0011466703,"about_ca_topic_score_gemma":0.00006403453,"teacher_disagreement_score":0.22632934,"about_ca_system_score_codex":0.00083073106,"about_ca_system_score_gemma":0.000990419,"threshold_uncertainty_score":0.9993251},"labels":[],"label_agreement":null},{"id":"W4367834959","doi":"10.1186/s13613-023-01132-x","title":"The Clinical Frailty Scale for mortality prediction of old acutely admitted intensive care patients: a meta-analysis of individual patient-level data","year":2023,"lang":"en","type":"article","venue":"Annals of Intensive Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta Hospital; University of Alberta; Clinical Evaluation Research Unit; Queen's University; Alberta Health Services","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Anesthesiology; Intensive care unit; Meta-analysis; SAPS II; APACHE II; Univariate analysis; Imputation (statistics); Internal medicine; Proportional hazards model; Emergency medicine; Multivariate analysis; Missing data","score_opus":0.5213731460932742,"score_gpt":0.4710477866838457,"score_spread":0.050325359409428505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367834959","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9051209,0.0012945335,0.000056429377,0.003799661,0.0004890435,0.0016046737,0.08754675,0.000047598696,0.00004037581],"genre_scores_gemma":[0.97063756,0.00027084033,0.00018948936,0.00808443,0.00006278112,0.00009219615,0.020552114,0.000039047605,0.00007153639],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9955519,0.00024048726,0.0019464716,0.00072597066,0.001138536,0.00039662843],"domain_scores_gemma":[0.89127666,0.001323901,0.0011257951,0.0017868995,0.10431726,0.00016947748],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0006648706,0.00032640257,0.0021194094,0.000409191,0.00009597008,0.000014139034,0.0007471945,0.00027629136,0.00003212035],"category_scores_gemma":[0.045748156,0.0002232537,0.001911852,0.0013111153,0.0005953058,0.00017700145,0.00069728063,0.00033528896,0.000003683422],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015105356,0.00025106533,0.3051222,0.0008711452,0.23060085,0.000014514277,0.031530473,0.000044626522,0.00015886356,0.000020067298,0.41916463,0.01071101],"study_design_scores_gemma":[0.001739026,0.0025602535,0.65984434,0.00017876721,0.12983221,0.0000015244087,0.19444619,0.000383119,0.009603195,0.00004360737,0.0011543074,0.00021346803],"about_ca_topic_score_codex":0.00043667393,"about_ca_topic_score_gemma":0.00053730706,"teacher_disagreement_score":0.41801032,"about_ca_system_score_codex":0.000027688102,"about_ca_system_score_gemma":0.00021403919,"threshold_uncertainty_score":0.9622899},"labels":[],"label_agreement":null},{"id":"W4367848649","doi":"10.1007/s12603-023-1914-1","title":"Impacts of Remote Physical Exercises on Functional Status and Mobility among Community-Dwelling Pre-Disabled Seniors during the Covid-19 Lockdown","year":2023,"lang":"en","type":"article","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"La Boîte à lettres; Centre hospitalier de l'Université Laval; Hôpital du Sacré-Cœur de Montréal; Université Laval; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université du Québec à Montréal; Institut Universitaire de Gériatrie de Montréal; Bell (Canada)","funders":"Canadian Institutes of Health Research; Réseau québécois de recherche sur le vieillissement","keywords":"Activities of daily living; Gerontology; Coronavirus disease 2019 (COVID-19); Medicine; Balance (ability); Physical activity; Physical therapy; Psychological intervention; Psychology; Nursing","score_opus":0.04659264590197742,"score_gpt":0.35331964714720604,"score_spread":0.3067270012452286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367848649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9806567,0.00047090987,0.00028425755,0.0177802,0.00013430689,0.0005955576,0.000018974077,0.000045480174,0.000013652275],"genre_scores_gemma":[0.99621934,0.0023617635,0.000106688785,0.0009268296,0.0003229168,0.0000033588049,0.000011453707,0.000020448791,0.000027187303],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99737555,0.0008834065,0.0006484816,0.00010715755,0.0006047924,0.00038060662],"domain_scores_gemma":[0.99618304,0.0022615609,0.00058665394,0.00035385953,0.00020660608,0.00040830535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030691973,0.0001545454,0.00044169088,0.00021553556,0.0007711624,0.000021821652,0.00012762035,0.000044354634,0.000013432055],"category_scores_gemma":[0.0008289429,0.000095718264,0.000115925606,0.00045579099,0.00027294678,0.00015981864,0.00006535692,0.0011544148,0.0000023436744],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0363468,0.011086079,0.4047353,0.058510985,0.0013177367,0.00021331862,0.30561703,0.09479863,0.038303234,0.00016986375,0.024360899,0.024540123],"study_design_scores_gemma":[0.0066965376,0.0013447619,0.9645196,0.0036030624,0.00018598104,0.00053932256,0.012367638,0.005764866,0.0021901787,0.0022575601,0.00037430497,0.00015615806],"about_ca_topic_score_codex":0.0017668637,"about_ca_topic_score_gemma":0.0001160288,"teacher_disagreement_score":0.55978435,"about_ca_system_score_codex":0.00041966236,"about_ca_system_score_gemma":0.00029127757,"threshold_uncertainty_score":0.59312356},"labels":[],"label_agreement":null},{"id":"W4372251852","doi":"10.1097/aln.0000000000004601","title":"Attributable Perioperative Cost of Frailty after Major, Elective Noncardiac Surgery: A Population-based Cohort Study","year":2023,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; University of Ottawa","funders":"","keywords":"Medicine; Confounding; Perioperative; Cohort study; Cohort; Retrospective cohort study; Population; Elective surgery; Attributable risk; Emergency medicine; Surgery; Internal medicine; Environmental health","score_opus":0.027122204199449974,"score_gpt":0.3020044719306198,"score_spread":0.2748822677311698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4372251852","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970766,0.000092697104,0.000014258335,0.00039842824,0.00013796947,0.0019356171,0.00003909046,0.00013318237,0.00017217515],"genre_scores_gemma":[0.9973613,0.000011971148,0.000065552675,0.00051910867,0.0000867514,0.0007546534,0.00040870192,0.000040144343,0.00075181725],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99801743,0.00035958298,0.0004414726,0.00047256442,0.0002808851,0.00042805416],"domain_scores_gemma":[0.9980211,0.00095282303,0.0001246821,0.00048678325,0.0003039965,0.000110618486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058896036,0.0002282755,0.0010000468,0.00028358217,0.00008256924,0.0000080113905,0.000087601016,0.00018077201,0.00030659747],"category_scores_gemma":[0.00066754577,0.00019659959,0.0001801046,0.000726751,0.00011509208,0.000061590756,0.00003420455,0.00021102655,0.00023121801],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005110518,0.00025601938,0.9960205,0.000035395056,0.00018049414,0.0002865695,0.0005024724,0.00007589198,0.00024468786,0.0000081455255,0.0013574739,0.00052127766],"study_design_scores_gemma":[0.0010675021,0.000808442,0.9953507,0.000050844872,0.00015425941,0.000030411813,0.00030407796,0.00018781348,0.0008121155,0.000020769192,0.001038242,0.00017480229],"about_ca_topic_score_codex":0.0016037588,"about_ca_topic_score_gemma":0.0002373884,"teacher_disagreement_score":0.0013663704,"about_ca_system_score_codex":0.00012126701,"about_ca_system_score_gemma":0.0002539053,"threshold_uncertainty_score":0.8017099},"labels":[],"label_agreement":null},{"id":"W4372318198","doi":"10.1016/j.burns.2023.05.001","title":"Reliability and validity of a frailty assessment tool in specialized burn care, a retrospective multicentre cohort study","year":2023,"lang":"en","type":"article","venue":"Burns","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Nederlandse Brandwonden Stichting","keywords":"Medicine; Retrospective cohort study; Predictive validity; Validity; Total body surface area; Burn injury; Cohort; Reliability (semiconductor); Cohort study; Convergent validity; Logistic regression; Physical therapy; Emergency medicine; Internal medicine; Surgery; Psychometrics; Patient satisfaction","score_opus":0.03204992280037645,"score_gpt":0.3434014343972517,"score_spread":0.31135151159687524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4372318198","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99422854,0.000027688837,0.00002617346,0.00024051903,0.00021251151,0.0030010447,0.0000615355,0.000103528,0.0020984462],"genre_scores_gemma":[0.99856985,0.000056934674,0.0005534009,0.000028239256,0.00010003775,0.00010837183,0.000037112073,0.000021307796,0.00052477384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978817,0.00019572058,0.0004931156,0.0005264185,0.0006109333,0.0002921201],"domain_scores_gemma":[0.9986977,0.00021844472,0.00011939687,0.00060237583,0.00027475692,0.00008733301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080856204,0.00018615664,0.0006420764,0.00015607252,0.000042857784,0.000015049322,0.00009501938,0.00009942386,0.00015464948],"category_scores_gemma":[0.0012667738,0.00016652732,0.00008240492,0.00057631417,0.00012408188,0.00007440764,0.00014652079,0.00031920843,0.000014433567],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014512835,0.0006800219,0.99142677,0.00014895869,0.00006179406,0.0001226431,0.0059603993,0.000012198158,0.00046584144,0.000038271224,0.00044232982,0.0004956213],"study_design_scores_gemma":[0.0059116497,0.00059996126,0.9865091,0.0001270805,0.0001323226,0.0000047589715,0.0053695957,0.00047188782,0.00020152437,0.00021542911,0.00031326024,0.00014342023],"about_ca_topic_score_codex":0.0011468227,"about_ca_topic_score_gemma":0.0009732385,"teacher_disagreement_score":0.005766521,"about_ca_system_score_codex":0.00047470594,"about_ca_system_score_gemma":0.00014276867,"threshold_uncertainty_score":0.67907864},"labels":[],"label_agreement":null},{"id":"W4372335706","doi":"10.1111/jgs.18382","title":"Determinants of access of frail, community‐residing older adults to geriatricians in Ontario","year":2023,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo; McMaster University; St Joseph's Health Care; Research Institute for Aging; St Joseph's Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gerontology; Geriatrics; MEDLINE; Psychiatry","score_opus":0.03585140774266895,"score_gpt":0.3247983939230817,"score_spread":0.28894698618041276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4372335706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9977635,0.00007207458,0.00005360688,0.0011580972,0.00046099242,0.00038125605,0.000015890524,0.0000140753045,0.00008049564],"genre_scores_gemma":[0.99663407,0.00023034406,0.002183817,0.0005444706,0.00012684865,0.0000042988117,0.0000014422207,0.000036541576,0.00023815928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972352,0.00024211421,0.0012169247,0.00014923316,0.00077033514,0.00038623528],"domain_scores_gemma":[0.9962042,0.00055240275,0.0019810866,0.0006174111,0.00048125564,0.00016362703],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013906484,0.00020671367,0.0010247821,0.00035663368,0.00010253707,0.000020117535,0.0010185185,0.00009016957,0.000023157778],"category_scores_gemma":[0.00072300085,0.00015579286,0.00066690595,0.0031443827,0.00021005537,0.00016594335,0.00051259465,0.0010317492,0.0000031147542],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004302189,0.00035668362,0.9528455,0.00027878417,0.00011826044,0.000025729169,0.026671208,0.00040726102,0.0030481478,0.0000010490465,0.010908316,0.0049088453],"study_design_scores_gemma":[0.0018395648,0.0006259313,0.98631006,0.0006623017,0.00014750249,0.00006482673,0.006581001,0.000114415896,0.0032195488,0.00003983849,0.00025097333,0.00014402063],"about_ca_topic_score_codex":0.041528042,"about_ca_topic_score_gemma":0.012588633,"teacher_disagreement_score":0.033464577,"about_ca_system_score_codex":0.00050861394,"about_ca_system_score_gemma":0.00073907,"threshold_uncertainty_score":0.9648545},"labels":[],"label_agreement":null},{"id":"W4375853203","doi":"10.1200/edbk_390980","title":"Developing Sustainable Cancer and Aging Programs","year":2023,"lang":"en","type":"article","venue":"American Society of Clinical Oncology Educational Book","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Geriatric oncology; Context (archaeology); Cancer; Medicine; Health care; Gerontology; Population ageing; Developing country; Population; Oncology; Intensive care medicine; Internal medicine; Environmental health; Political science; Economic growth; Geography","score_opus":0.10709444676463448,"score_gpt":0.49455019920521676,"score_spread":0.3874557524405823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375853203","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4173751,0.0005284085,0.00007350015,0.5781305,0.00023921047,0.0004329334,0.00000252228,0.00007711819,0.0031407503],"genre_scores_gemma":[0.45458946,0.0076563815,0.07366715,0.056010757,0.0017366378,0.00047713658,0.00013938817,0.00005839551,0.40566468],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984983,0.000064413136,0.00060665724,0.00030150704,0.00021073074,0.00031835953],"domain_scores_gemma":[0.9970909,0.0018532313,0.0003393409,0.00015128734,0.00038502875,0.00018025986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076951,0.00010609624,0.00056297495,0.00003653308,0.00008984386,0.000006113195,0.00008780184,0.00010295027,0.00012179471],"category_scores_gemma":[0.0006829137,0.0000985321,0.00019219026,0.00042312514,0.0014639952,0.00007568786,0.00009662266,0.0002926872,0.000023496807],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004619225,0.00028263647,0.30027846,0.00019333985,0.00024441865,0.0000045148854,0.0015353442,0.0000035469895,0.000026877935,0.0030168758,0.092196465,0.60217136],"study_design_scores_gemma":[0.00077928836,0.0004454226,0.38282803,0.00008347689,0.00006463453,0.000010204081,0.005851262,0.00011332181,0.000017800156,0.0008741921,0.60883486,0.00009748367],"about_ca_topic_score_codex":0.0004888141,"about_ca_topic_score_gemma":0.000012806292,"teacher_disagreement_score":0.60207385,"about_ca_system_score_codex":0.00024153385,"about_ca_system_score_gemma":0.0041189515,"threshold_uncertainty_score":0.73068434},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4376133376","doi":"10.1038/s41408-023-00843-5","title":"Dynamic frailty risk assessment among older adults with multiple myeloma: A population-based cohort study","year":2023,"lang":"en","type":"article","venue":"Blood Cancer Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Center for Advancing Translational Sciences; Agency for Healthcare Research and Quality; Hamilton Health Sciences Foundation; Hamilton Health Sciences","keywords":"Medicine; Cohort; Confidence interval; Cohort study; Population; Epidemiology; Multiple myeloma; Gerontology; Internal medicine; Demography","score_opus":0.009676987236834574,"score_gpt":0.2988752424923265,"score_spread":0.2891982552554919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376133376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957272,0.00015582438,0.00038078683,0.0008181793,0.000490732,0.0020068288,0.00007593237,0.00024107452,0.00010347544],"genre_scores_gemma":[0.99681145,0.00010943569,0.0013786895,0.00014326887,0.0002979301,0.00040020153,0.0000981515,0.000093998875,0.00066688505],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968361,0.00017710186,0.00060307706,0.00052881986,0.001273272,0.00058159145],"domain_scores_gemma":[0.99803,0.00017315522,0.00046007804,0.0005188438,0.00041198978,0.00040593673],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00060967536,0.00034918636,0.0005573367,0.0003385124,0.00041041564,0.00010609829,0.00020588972,0.00011493937,0.00041757588],"category_scores_gemma":[0.00016756797,0.00026952167,0.00015136263,0.00073561573,0.000061168816,0.00020849756,0.000044320397,0.0010206908,0.00002377173],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002625773,0.000958468,0.98851997,0.00007691247,0.0008247702,0.0005785792,0.00064741797,0.002731924,0.000028063023,2.673189e-7,0.00086037675,0.004510654],"study_design_scores_gemma":[0.019103799,0.00079529005,0.9530234,0.0009932236,0.0011862633,0.00013321331,0.0010240679,0.023335604,0.000040574287,0.0000067854758,0.000046672543,0.00031113904],"about_ca_topic_score_codex":0.0028466296,"about_ca_topic_score_gemma":0.011186983,"teacher_disagreement_score":0.035496622,"about_ca_system_score_codex":0.0004279196,"about_ca_system_score_gemma":0.00056211714,"threshold_uncertainty_score":0.9999757},"labels":[],"label_agreement":null},{"id":"W4376134719","doi":"10.1155/2023/6660984","title":"Comparison of Two Frailty Assessment Methods and Their Association with Functionality in Subjects with Exacerbation of COPD","year":2023,"lang":"en","type":"article","venue":"Current Gerontology and Geriatrics Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Medicine; Exacerbation; COPD; Association (psychology); Copd exacerbation; Gerontology; Internal medicine; Psychotherapist","score_opus":0.24160276656107124,"score_gpt":0.5358631750875372,"score_spread":0.29426040852646596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376134719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923705,0.0017851272,0.004028685,0.0007868594,0.00011680189,0.000517202,0.000015984378,0.000017495302,0.00036134978],"genre_scores_gemma":[0.99701554,0.0003972878,0.002304729,0.0000037027476,0.00003540218,0.000046328958,0.000071392744,0.000008597637,0.000117052594],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786085,0.0007480636,0.00033821157,0.00029021234,0.00047213826,0.00029054284],"domain_scores_gemma":[0.9973475,0.0016739743,0.00019160837,0.00018282437,0.0005254237,0.00007868723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033860384,0.00011040581,0.00046648394,0.00040116432,0.00007054329,0.0000095546,0.000056068333,0.00012194859,0.000021955793],"category_scores_gemma":[0.00046184182,0.00007935498,0.00001958113,0.00086501206,0.000218309,0.00007536084,0.00007045599,0.00051863684,9.0889864e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046118782,0.00025699742,0.9560442,0.000460676,0.00006694779,0.0000016973465,0.0013868245,0.000033738852,0.0015965666,0.0005622182,0.0005821012,0.03854683],"study_design_scores_gemma":[0.0031001414,0.0009438371,0.9879146,0.00010811234,0.0000349554,0.0000060756593,0.0009350633,0.0034576755,0.002331974,0.00060325523,0.00048552436,0.00007877339],"about_ca_topic_score_codex":0.00018860625,"about_ca_topic_score_gemma":0.0005957366,"teacher_disagreement_score":0.03846806,"about_ca_system_score_codex":0.00017147508,"about_ca_system_score_gemma":0.00027306512,"threshold_uncertainty_score":0.3236002},"labels":[],"label_agreement":null},{"id":"W4376135407","doi":"10.21203/rs.3.rs-2773743/v1","title":"Recent functional decline and outpatient follow-up after hospital discharge: A cohort study","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto General Hospital; Impact; Institute for Clinical Evaluative Sciences; McMaster University; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cohort; Retrospective cohort study; Hospital discharge; Coronavirus disease 2019 (COVID-19); Cohort study; Acute care; Emergency medicine; Health care; Pediatrics; Internal medicine; Disease","score_opus":0.08195560019924197,"score_gpt":0.3932954253335598,"score_spread":0.31133982513431785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376135407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97402674,0.0015410678,0.00004228686,0.011926728,0.0023407743,0.00915856,0.00032872162,0.00022735138,0.0004077548],"genre_scores_gemma":[0.9749927,0.0019898328,0.000109285196,0.00008049037,0.00088032335,0.0042558163,0.001134352,0.00014141518,0.01641578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9928087,0.00046691348,0.00064489106,0.0014807165,0.003697553,0.0009012509],"domain_scores_gemma":[0.99576235,0.00045363384,0.000104867984,0.0013345856,0.001726429,0.0006181103],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002501125,0.0004497002,0.00075952086,0.0006311717,0.00019592082,0.00017418999,0.00026894364,0.00041363423,0.0008530884],"category_scores_gemma":[0.0029351206,0.000381097,0.0002121118,0.0005270687,0.000247333,0.00007795405,0.0035458065,0.0029023367,0.0005619175],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011355941,0.0017373315,0.9574012,0.0009367529,0.00053060055,0.00044842387,0.002059702,0.0000068401914,0.0000051460293,0.000008685183,0.02857242,0.00715727],"study_design_scores_gemma":[0.003391234,0.002798632,0.9801335,0.0011680189,0.00014499637,0.000010011457,0.001850476,0.00020543172,0.000012443733,0.00030877383,0.009629015,0.00034748358],"about_ca_topic_score_codex":0.0005210801,"about_ca_topic_score_gemma":0.0008780406,"teacher_disagreement_score":0.022732249,"about_ca_system_score_codex":0.0006316132,"about_ca_system_score_gemma":0.0006300602,"threshold_uncertainty_score":0.9998641},"labels":[],"label_agreement":null},{"id":"W4376642926","doi":"10.1002/cl2.1323","title":"Effectiveness of interventions to address different types of vulnerabilities in community‐dwelling older adults: An umbrella review","year":2023,"lang":"en","type":"review","venue":"Campbell Systematic Reviews","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Research Institute for Aging; University of Waterloo; Centre Hospitalier de l’Université de Montréal; Université de Moncton; Bruyère; University of Ottawa; Queen's University","funders":"Canadian Frailty Network; Government of Canada; Université de Moncton","keywords":"Loneliness; Psychological intervention; CINAHL; Social isolation; Gerontology; Systematic review; PsycINFO; Medicine; MEDLINE; Context (archaeology); Psychiatry","score_opus":0.18734885889720926,"score_gpt":0.43550513144563696,"score_spread":0.2481562725484277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376642926","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00018628084,0.950887,0.00013517104,0.000009673723,0.0003788856,0.048083656,0.00010946543,0.000054391156,0.00015543411],"genre_scores_gemma":[0.0001848714,0.99018943,0.00012675274,0.000024938498,0.000048715116,0.008386912,0.00037180103,0.00015669959,0.000509903],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.97193474,0.018822866,0.0075928606,0.0006216703,0.00060998107,0.00041788505],"domain_scores_gemma":[0.9868419,0.0060980325,0.0031873938,0.0031735238,0.00043969927,0.00025941618],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.012868141,0.0009343648,0.016959367,0.00071255415,0.00006163198,0.000018846573,0.0009892312,0.0003459399,0.00009701147],"category_scores_gemma":[0.00931308,0.0006031246,0.0025740068,0.001430218,0.00012721274,0.00008232702,0.00029093795,0.001035918,0.00023581603],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000127252415,0.00055097026,0.000010977118,0.96313006,0.00029807165,0.0000069639827,0.0008670453,0.0000016824266,8.807323e-7,0.00003849373,0.00019444918,0.034887683],"study_design_scores_gemma":[0.00047662828,0.0004707568,0.000025514315,0.98330927,0.0046834825,0.00006084659,0.00030392304,0.0000057771413,0.0000056084423,0.000014107447,0.010234369,0.00040968874],"about_ca_topic_score_codex":0.00024068666,"about_ca_topic_score_gemma":0.00017978443,"teacher_disagreement_score":0.039696746,"about_ca_system_score_codex":0.00038037758,"about_ca_system_score_gemma":0.00014858581,"threshold_uncertainty_score":0.999642},"labels":[],"label_agreement":null},{"id":"W4376868002","doi":"10.1093/eurjpc/zwad173","title":"Insulin resistance drives cognitive impairment in hypertensive pre-diabetic frail elders: the CENTENNIAL study","year":2023,"lang":"en","type":"article","venue":"European Journal of Preventive Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; National Institutes of Health; Diabetes Action Research and Education Foundation","keywords":"Medicine; Insulin resistance; Diabetes mellitus; Montreal Cognitive Assessment; Confounding; Population; Internal medicine; Gerontology; Cognitive impairment; Endocrinology; Disease; Environmental health","score_opus":0.022353110596189975,"score_gpt":0.28259622815454305,"score_spread":0.26024311755835305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376868002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99240077,0.0015432109,0.00016913332,0.0021208953,0.000731143,0.0011424809,0.000019504778,0.00003155141,0.0018412913],"genre_scores_gemma":[0.9972694,0.00045800649,0.00006995946,0.0003732405,0.0006347833,0.000014905585,0.0000090924095,0.00004668906,0.0011239478],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9943562,0.0036585717,0.00082869735,0.0003304477,0.00038950986,0.00043653167],"domain_scores_gemma":[0.997809,0.00065835606,0.000428405,0.00029284775,0.0006704602,0.0001409245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002397739,0.00024176513,0.0008102529,0.0003209391,0.00008836102,0.000018130717,0.0003121562,0.000044100867,0.000028219261],"category_scores_gemma":[0.0018045374,0.00016498701,0.0003260107,0.00049667427,0.0003085925,0.00009514234,0.00019422048,0.00077543355,0.00012693305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010744315,0.002299146,0.7233083,0.00026813117,0.007313689,0.07615651,0.07139505,0.00056338176,0.0048381165,0.000027212573,0.06787418,0.03521193],"study_design_scores_gemma":[0.007866575,0.0031113913,0.96966976,0.0006898397,0.00036232403,0.0004566373,0.015318096,0.00000767274,0.00011613856,0.00006372308,0.002186781,0.00015105061],"about_ca_topic_score_codex":0.0000031658894,"about_ca_topic_score_gemma":0.000024269362,"teacher_disagreement_score":0.24636142,"about_ca_system_score_codex":0.00010113519,"about_ca_system_score_gemma":0.00013636226,"threshold_uncertainty_score":0.6727975},"labels":[],"label_agreement":null},{"id":"W4376872888","doi":"10.2196/46634","title":"Development of a Prediction Model for Healthy Life Years Without Activity Limitation: National Cross-sectional Study","year":2023,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Environmental health; Medicine; Computer science; Statistics; Mathematics","score_opus":0.1293203109507007,"score_gpt":0.40201502142455575,"score_spread":0.2726947104738551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376872888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901744,0.000029279357,0.0031255074,0.004400094,0.00015626109,0.0017313762,0.00015874302,0.00013417541,0.000090145506],"genre_scores_gemma":[0.9953097,0.000022164266,0.0022456096,0.00071724877,0.00013615214,0.00059999357,0.0002996946,0.000017368373,0.0006520321],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981074,0.00007932566,0.00051934907,0.00033783508,0.00062005833,0.00033607055],"domain_scores_gemma":[0.9985458,0.00020070282,0.00018929562,0.00013250543,0.00048606185,0.00044559973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002270867,0.00010851016,0.00028321007,0.0002151401,0.00021213858,0.000031850883,0.000053484237,0.0000772601,0.000006507335],"category_scores_gemma":[0.00086881453,0.00011077461,0.00003663328,0.0003826097,0.00005041589,0.00014468143,0.000030495527,0.00013369073,0.000009748805],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003651768,0.00036798065,0.9853927,0.0004080171,0.000042291864,3.0069734e-7,0.003172135,0.000097525444,0.000010300886,0.000054497134,0.004123968,0.005965106],"study_design_scores_gemma":[0.0025039602,0.00033446428,0.9213111,0.000008171986,3.3707397e-7,0.00000441886,0.0001907112,0.070954636,2.831024e-7,0.000023099903,0.004600905,0.00006791616],"about_ca_topic_score_codex":0.00001321114,"about_ca_topic_score_gemma":0.00015098885,"teacher_disagreement_score":0.070857115,"about_ca_system_score_codex":0.0002190114,"about_ca_system_score_gemma":0.0039580236,"threshold_uncertainty_score":0.7021364},"labels":[],"label_agreement":null},{"id":"W4377011617","doi":"10.2196/45502","title":"Associations Between Frailty and the Increased Risk of Adverse Outcomes Among 38,950 UK Biobank Participants With Prediabetes: Prospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; Zhejiang University; National Institute on Aging; Fundamental Research Funds for the Central Universities; National Natural Science Foundation of China; Yale University","keywords":"Prediabetes; Medicine; Cohort; Diabetes mellitus; Prospective cohort study; Cohort study; Dementia; Internal medicine; Disease; Type 2 diabetes; Gerontology; Endocrinology","score_opus":0.037328650506441234,"score_gpt":0.32713110256056066,"score_spread":0.2898024520541194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377011617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907989,0.00008871005,0.000008580329,0.003923904,0.000049680755,0.00423034,0.00050851976,0.0001433241,0.00024803932],"genre_scores_gemma":[0.99866915,0.00011281025,0.00003098047,0.0002247529,0.00006115289,0.0005264709,0.0001485544,0.000022748529,0.00020337982],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99712074,0.00066770875,0.0005911384,0.00042721446,0.00054880953,0.0006443646],"domain_scores_gemma":[0.9968287,0.0014367987,0.00044907673,0.00044695713,0.00026869908,0.0005697787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036849624,0.00021161331,0.0009624427,0.000141923,0.0002981682,0.00002670993,0.00010419671,0.000085134736,0.000011914548],"category_scores_gemma":[0.0031491169,0.00012894497,0.000053002605,0.0007777281,0.00042106316,0.00011418932,0.00007966044,0.00031446235,0.000004425161],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008547795,0.00013928639,0.99393135,0.00007440085,0.00044999874,0.000002687536,0.0041609188,7.7854196e-7,1.799837e-7,0.000014430041,0.0005480232,0.00059245486],"study_design_scores_gemma":[0.006824719,0.0006225546,0.99038595,0.00002706938,0.000024747436,7.141094e-7,0.0016769368,0.00017650059,5.099668e-7,0.000037104368,0.00010083231,0.00012233572],"about_ca_topic_score_codex":0.002910551,"about_ca_topic_score_gemma":0.003251675,"teacher_disagreement_score":0.007870248,"about_ca_system_score_codex":0.00010350694,"about_ca_system_score_gemma":0.00049053866,"threshold_uncertainty_score":0.52582234},"labels":[],"label_agreement":null},{"id":"W4377013272","doi":"10.30629/2658-7947-2023-28-2-46-52","title":"Associations between cognitive status and geriatric syndromes in institutionalized oldest old","year":2023,"lang":"en","type":"article","venue":"Russian neurological Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Activities of daily living; Medicine; Gerontology; Verbal fluency test; Odds ratio; Boston Naming Test; Geriatric Depression Scale; Confidence interval; Montreal Cognitive Assessment; Cognition; Cognitive decline; Logistic regression; Physical therapy; Neuropsychology; Cognitive impairment; Psychiatry; Disease","score_opus":0.04625635656407571,"score_gpt":0.3168401455345234,"score_spread":0.27058378897044766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377013272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98490196,0.0001352218,0.000030400533,0.012894961,0.00015847453,0.00025511766,0.00010869341,0.000098607845,0.0014165295],"genre_scores_gemma":[0.99754006,0.0006088611,0.00015338122,0.0009321484,0.00026820853,0.0000068066365,0.00008395761,0.000013620531,0.00039293966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982718,0.00019101992,0.0004311426,0.00025657602,0.0003716967,0.00047771365],"domain_scores_gemma":[0.99873674,0.0006321811,0.00014255792,0.00007918988,0.000045953784,0.0003633813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003762733,0.00015234538,0.00040097022,0.00039163596,0.00016033759,0.000064236134,0.000074126976,0.0001686925,0.00014974925],"category_scores_gemma":[0.0014422389,0.00011793139,0.00008563501,0.00082960667,0.00013739087,0.00013254171,0.000071014394,0.0008517082,0.00010910858],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009380544,0.000101136015,0.99321455,0.000010892235,0.00005744568,0.001978227,0.00013583594,0.000010456868,0.000036458612,0.0009447578,0.00045504363,0.0029614116],"study_design_scores_gemma":[0.0032140776,0.00041878372,0.992406,0.00006125776,0.000078136494,0.0006597696,0.000020633819,0.000070305265,0.000005351487,0.0022569196,0.00069677236,0.000112000744],"about_ca_topic_score_codex":0.0000150324795,"about_ca_topic_score_gemma":0.000008951033,"teacher_disagreement_score":0.012638083,"about_ca_system_score_codex":0.00006494618,"about_ca_system_score_gemma":0.00013226426,"threshold_uncertainty_score":0.48091027},"labels":[],"label_agreement":null},{"id":"W4377042093","doi":"10.2147/cia.s405144","title":"Individualized Hospital to Home, Exercise-Nutrition Self-Managed Intervention for Pre-Frail and Frail Hospitalized Older Adults: The INDEPENDENCE Randomized Controlled Pilot Trial","year":2023,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Flinders University; Australian Government","keywords":"Medicine; Randomized controlled trial; Mood; Quality of life (healthcare); Physical therapy; Activities of daily living; Intervention (counseling); Gerontology; Internal medicine; Psychiatry","score_opus":0.039578928130204465,"score_gpt":0.3949709471234769,"score_spread":0.35539201899327244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377042093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9467696,0.0014242722,0.008256264,0.008973302,0.0031677405,0.03062647,0.00006677241,0.0005549712,0.00016058695],"genre_scores_gemma":[0.97804797,0.0009238553,0.0031424619,0.00033558626,0.00045222856,0.01465821,0.00022682945,0.00007976527,0.0021330744],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9928651,0.0012502616,0.0036335394,0.0009821502,0.00064446055,0.0006245119],"domain_scores_gemma":[0.9929828,0.004783612,0.0008169893,0.00071479083,0.00042657313,0.0002752486],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.01101781,0.0004429685,0.002555303,0.000785247,0.00024650755,0.00022904642,0.00048603304,0.00031053394,0.00014820548],"category_scores_gemma":[0.013263866,0.000332335,0.0024521681,0.0009431703,0.00035229002,0.00032043894,0.00040403026,0.0008793999,0.000059675574],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.92794883,0.009136534,0.005700976,0.002840422,0.0017739553,0.000051545743,0.004230673,0.000013521993,0.0000074396917,0.0005930386,0.01073611,0.036966935],"study_design_scores_gemma":[0.9387397,0.0033307178,0.034936666,0.014676092,0.0013147756,0.0000062790887,0.0011563436,0.0029023013,0.000013539802,0.0021575156,0.00036988858,0.00039618078],"about_ca_topic_score_codex":0.000093446375,"about_ca_topic_score_gemma":0.000070493166,"teacher_disagreement_score":0.036570754,"about_ca_system_score_codex":0.00012800118,"about_ca_system_score_gemma":0.00006417857,"threshold_uncertainty_score":0.99991286},"labels":[],"label_agreement":null},{"id":"W4377194695","doi":"10.1080/02703181.2023.2213270","title":"Influencing Perception of Frailty Risk in Urban and Rural Older Adults","year":2023,"lang":"en","type":"article","venue":"Physical & Occupational Therapy In Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Medicine; Perception; Rural area; Psychology","score_opus":0.024168925092521103,"score_gpt":0.3226590848592976,"score_spread":0.2984901597667765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377194695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989664,0.00009668657,0.000020515829,0.00020780922,0.00008271659,0.00045657315,0.000053777247,0.00005082939,0.000064692176],"genre_scores_gemma":[0.99870145,0.00041688484,0.00028093372,0.00009970331,0.0002797895,0.000044399676,0.00012747494,0.000021257087,0.000028123337],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986427,0.00008349162,0.00036779844,0.000252592,0.00041726697,0.00023617488],"domain_scores_gemma":[0.9991567,0.00034197897,0.00012634175,0.0001857748,0.00011672867,0.000072480085],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002318794,0.00016029653,0.00031654764,0.00033539638,0.00003333398,0.000010187529,0.00007695401,0.00009213957,0.000034599107],"category_scores_gemma":[0.00022190968,0.00014644557,0.00007755435,0.0010861803,0.000071677285,0.00015299163,0.000036552723,0.00028308708,0.000023850713],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009326902,0.00039410146,0.94201607,0.00007914254,0.000019714058,0.0000061460887,0.008979587,0.00036713906,0.0050785285,0.00010456047,0.00028445432,0.041737843],"study_design_scores_gemma":[0.0037666955,0.0002437575,0.98579776,0.00013609623,0.000010006152,0.0000016564782,0.0005759779,0.008171875,0.0002262314,0.0008917069,0.00004412465,0.00013412254],"about_ca_topic_score_codex":0.00052371743,"about_ca_topic_score_gemma":0.00002775044,"teacher_disagreement_score":0.043781657,"about_ca_system_score_codex":0.00010106696,"about_ca_system_score_gemma":0.00007657133,"threshold_uncertainty_score":0.5971877},"labels":[],"label_agreement":null},{"id":"W4377294421","doi":"10.3390/jpm13050869","title":"Is Frailty a Good Predictor of Postoperative Complications in Elective Abdominal Surgery?—A Single-Center, Prospective, Observational Study","year":2023,"lang":"en","type":"article","venue":"Journal of Personalized Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perioperative; Anesthesiology; Observational study; Prospective cohort study; Frailty Index; Elective surgery; Abdominal surgery; Surgery; Internal medicine; Anesthesia","score_opus":0.17450562035789896,"score_gpt":0.38149745278054703,"score_spread":0.20699183242264807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377294421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96732134,0.000411075,0.00017490858,0.029514635,0.00031689982,0.0012479535,0.00007734707,0.000031759202,0.00090406387],"genre_scores_gemma":[0.9964592,0.00009070744,0.0006826459,0.0012567503,0.00029584797,0.00005709077,0.000054033524,0.000036649166,0.0010670891],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99632335,0.00020819837,0.0014235252,0.0003246053,0.0013835735,0.0003367687],"domain_scores_gemma":[0.99591035,0.0010203299,0.00080366957,0.00026224006,0.001757164,0.00024624245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012373623,0.00027061143,0.0012285735,0.0009448332,0.00007456552,0.000008786229,0.00019437529,0.00009874584,0.00044391336],"category_scores_gemma":[0.0018486968,0.0002079713,0.00024375961,0.0016824104,0.0003660472,0.00021839082,0.000043996755,0.0005769752,0.000010217685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022735426,0.003386147,0.92809266,0.00010173722,0.0007193186,0.0002508635,0.021666214,0.000005023511,0.018864898,0.00011960656,0.023656491,0.0008635247],"study_design_scores_gemma":[0.018099235,0.0045484556,0.9618236,0.001707328,0.000291725,0.00063042046,0.009119586,0.00037851196,0.0007824825,0.0002656273,0.0021930747,0.00015999132],"about_ca_topic_score_codex":0.00010070872,"about_ca_topic_score_gemma":0.000073760355,"teacher_disagreement_score":0.033730928,"about_ca_system_score_codex":0.00048217704,"about_ca_system_score_gemma":0.00066657725,"threshold_uncertainty_score":0.84808236},"labels":[],"label_agreement":null},{"id":"W4377691664","doi":"10.1016/j.jgo.2023.101528","title":"Lessons learned from organizing International Society of Geriatric Oncology (SIOG) geriatric assessment workshops","year":2023,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Cancer Institute; National Institute on Aging; National Institutes of Health","keywords":"Geriatric oncology; Medicine; Geriatrics; Scopus; Oncology; Internal medicine; Family medicine; Glioblastoma; Gerontology; MEDLINE; Cancer; Psychiatry; Cancer research","score_opus":0.06552345508520672,"score_gpt":0.3959168815923251,"score_spread":0.33039342650711834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377691664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8643971,0.0014893364,0.0029105945,0.10861658,0.011737725,0.0008579166,0.00010367791,0.00019085193,0.009696203],"genre_scores_gemma":[0.89865834,0.015562478,0.070456825,0.0013362307,0.008785535,0.00003506224,0.00017810418,0.00016423385,0.00482317],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951603,0.00040469988,0.0021839542,0.0005290292,0.0010337033,0.0006883099],"domain_scores_gemma":[0.9934938,0.0020444298,0.002446199,0.00047835565,0.0011283727,0.0004088355],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021508175,0.00039505342,0.0017255233,0.0011750081,0.00014427217,0.000041881256,0.0007469027,0.0008205387,0.0016454272],"category_scores_gemma":[0.0010159503,0.0003537806,0.00080474815,0.0026337204,0.00017828628,0.00028314316,0.000435374,0.0015205358,0.00015173583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021829596,0.0028009035,0.023924498,0.00026842454,0.0033358233,0.001890805,0.0036674575,0.0008271114,0.09185654,0.00021415687,0.5012701,0.36776122],"study_design_scores_gemma":[0.027273355,0.0077916193,0.38017955,0.00030468716,0.002812748,0.002329326,0.006309543,0.0027264429,0.0016948888,0.0028207104,0.56485444,0.0009026556],"about_ca_topic_score_codex":0.00012619619,"about_ca_topic_score_gemma":0.000026226291,"teacher_disagreement_score":0.36685857,"about_ca_system_score_codex":0.0023164204,"about_ca_system_score_gemma":0.0041552456,"threshold_uncertainty_score":0.9998914},"labels":[],"label_agreement":null},{"id":"W4377694398","doi":"10.21203/rs.3.rs-2943213/v1","title":"Comprehensive geriatric assessment predicts listing for kidney transplant in patients with end-stage renal disease: a retrospective cohort study","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Candidacy; Montreal Cognitive Assessment; Retrospective cohort study; Internal medicine; Cohort; End stage renal disease; Kidney disease; Transplantation; Disease; Physical therapy; Gerontology; Cognitive impairment","score_opus":0.06019529190219814,"score_gpt":0.3933969387392126,"score_spread":0.3332016468370145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377694398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95898783,0.00009129034,0.0003356887,0.00082305615,0.00036280803,0.028908411,0.009921395,0.00027151773,0.0002980008],"genre_scores_gemma":[0.98265773,0.00008932352,0.00065112836,0.00003553393,0.00037220403,0.0058159973,0.008160179,0.000195938,0.0020219928],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9909735,0.00073640695,0.0008183473,0.0018621372,0.0043218606,0.0012877967],"domain_scores_gemma":[0.9938948,0.00092428684,0.0002458306,0.0013737618,0.002526768,0.0010345598],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0018973987,0.00059685676,0.0012481676,0.0012366553,0.00027982873,0.00015067114,0.00049004494,0.0002946342,0.00012414489],"category_scores_gemma":[0.0016367856,0.0005107627,0.00022039784,0.0011005327,0.00021909614,0.00010145657,0.00069613766,0.002979992,0.000015185705],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034302485,0.0023916778,0.9817058,0.0060233823,0.0006593466,0.0009071029,0.0015010585,0.00037384662,0.000007683231,0.000019384614,0.0028041955,0.00017629689],"study_design_scores_gemma":[0.010323095,0.004075754,0.9757718,0.006057773,0.0002869908,0.0000014337684,0.0006267894,0.0019794148,0.000005288059,0.000089997484,0.0003520835,0.00042957527],"about_ca_topic_score_codex":0.001398055,"about_ca_topic_score_gemma":0.00037556994,"teacher_disagreement_score":0.02366987,"about_ca_system_score_codex":0.0025067176,"about_ca_system_score_gemma":0.0028468037,"threshold_uncertainty_score":0.9997344},"labels":[],"label_agreement":null},{"id":"W4377819119","doi":"10.1016/j.jgo.2023.101534","title":"Implementation of clinical recommendations from the geriatric oncology clinic","year":2023,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Medicine; Referral; Geriatric oncology; Family medicine; Descriptive statistics; Cancer; Internal medicine","score_opus":0.10484895793569787,"score_gpt":0.4989215799681977,"score_spread":0.3940726220324998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377819119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8967368,0.0004933579,0.00024277205,0.0917694,0.0077271946,0.0005605649,0.00006751166,0.000038293678,0.0023640804],"genre_scores_gemma":[0.96104014,0.011645061,0.013568509,0.0031249195,0.008788626,0.000028830127,0.00015268817,0.000061033574,0.0015902088],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9948959,0.0010503014,0.003129735,0.00022870117,0.0003762474,0.0003191306],"domain_scores_gemma":[0.9895635,0.006655406,0.0026646904,0.0003537716,0.0005610153,0.00020161972],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0044814716,0.00015774884,0.0011397207,0.000401297,0.000089831075,0.000009748467,0.0003524195,0.0003673374,0.0033907706],"category_scores_gemma":[0.0019645446,0.00010970682,0.0005048294,0.0010939473,0.00014627575,0.00012529254,0.0001287355,0.00085898023,0.0003418013],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00074293435,0.0005085423,0.0884442,0.000021253716,0.00048137628,0.00016218954,0.0008895423,0.000005558128,0.00042250816,0.00002893597,0.50236225,0.40593073],"study_design_scores_gemma":[0.008336645,0.0061381646,0.5155126,0.000028049117,0.00084161,0.00030417182,0.003609821,0.000034157358,0.000091097136,0.0006123387,0.46439475,0.00009658311],"about_ca_topic_score_codex":0.00021864465,"about_ca_topic_score_gemma":0.00025863614,"teacher_disagreement_score":0.4270684,"about_ca_system_score_codex":0.0003038881,"about_ca_system_score_gemma":0.0024208904,"threshold_uncertainty_score":0.99752027},"labels":[],"label_agreement":null},{"id":"W4377984965","doi":"10.1093/eurjpc/zwad125.089","title":"The Edmonton frail scale is a tool to evaluate the effectiveness of cardiac rehabilitation in frail older patients after open cardiac surgery","year":2023,"lang":"en","type":"article","venue":"European Journal of Preventive Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rehabilitation; Physical therapy; Randomized controlled trial; Aerobic exercise; Population; Surgery","score_opus":0.015038812845986951,"score_gpt":0.293912921518525,"score_spread":0.27887410867253803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377984965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992411,0.0009262692,0.00007134791,0.0014372682,0.0015997479,0.0019003385,0.00006755007,0.000010649136,0.0015757987],"genre_scores_gemma":[0.9986538,0.00026442084,0.00010769339,0.00016439069,0.00029265851,0.000103182116,0.000015580224,0.000052770545,0.00034548633],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98450387,0.013216298,0.000996243,0.00034148776,0.00054841104,0.00039371973],"domain_scores_gemma":[0.99290377,0.0049944515,0.00032735884,0.0006138169,0.0010449768,0.0001156529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019756926,0.00023348833,0.0011434195,0.000264079,0.00009483691,0.00003572285,0.00047878266,0.00006274645,0.000020214842],"category_scores_gemma":[0.004660826,0.000141876,0.0008194908,0.0006462684,0.0002436066,0.00017320507,0.00043527214,0.00043810593,0.00009326613],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003762424,0.000101938684,0.88113135,0.00018098447,0.0010506707,0.00010549914,0.004176625,0.00010967787,0.0014697653,0.000006417103,0.0431948,0.064709835],"study_design_scores_gemma":[0.0011891035,0.0008740046,0.9817624,0.00094983337,0.000232978,0.000009113867,0.0004784773,0.0000027363951,0.00050728687,0.00013819922,0.013715418,0.00014044349],"about_ca_topic_score_codex":0.000020136804,"about_ca_topic_score_gemma":0.0000041272156,"teacher_disagreement_score":0.10063104,"about_ca_system_score_codex":0.00017654238,"about_ca_system_score_gemma":0.00018376739,"threshold_uncertainty_score":0.6847396},"labels":[],"label_agreement":null},{"id":"W4378419243","doi":"10.14283/jfa.2023.27","title":"The Effect of Frailty on Independent Living After Surgery: A Population-Based Retrospective Cohort Study","year":2023,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Medicine; Retrospective cohort study; Hazard ratio; Cohort; Socioeconomic status; Population; Frailty Index; Cohort study; Gerontology; Demography; Emergency medicine; Internal medicine; Confidence interval; Environmental health","score_opus":0.017689824590456964,"score_gpt":0.299109565414365,"score_spread":0.281419740823908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378419243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99597746,0.00019248272,0.00006792131,0.0019685957,0.00066484517,0.00091508933,0.0000072629373,0.000052624495,0.00015368864],"genre_scores_gemma":[0.999032,0.000035170957,0.0000144495325,0.00015434006,0.00034295744,0.000024833362,0.0000034432944,0.000049724178,0.00034304862],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959555,0.00087400497,0.0008962893,0.00021276918,0.0016551649,0.00040626831],"domain_scores_gemma":[0.9916411,0.006492077,0.0007696546,0.0006690423,0.00029543397,0.00013268419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007535623,0.00027429315,0.0007994401,0.0003577336,0.00028563928,0.000050072864,0.0003340633,0.00008049823,0.000083558145],"category_scores_gemma":[0.0031144547,0.00014649119,0.0003541221,0.00072136533,0.00009616891,0.00012533549,0.000095979165,0.0009314685,0.000026313382],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008563943,0.00010761148,0.9916328,0.000047837733,0.00042056467,0.0001163397,0.0014289824,0.0005369624,0.00027812016,0.0000019953502,0.0012864666,0.0032859305],"study_design_scores_gemma":[0.0012275184,0.0013718401,0.99367076,0.0012027549,0.00046088014,0.00006337707,0.0004332062,0.00048166284,0.0008597597,0.00004399369,0.000055137378,0.00012908381],"about_ca_topic_score_codex":0.0004709346,"about_ca_topic_score_gemma":0.00018767503,"teacher_disagreement_score":0.0056180716,"about_ca_system_score_codex":0.0003835967,"about_ca_system_score_gemma":0.00013649595,"threshold_uncertainty_score":0.5973738},"labels":[],"label_agreement":null},{"id":"W4378714879","doi":"10.5335/rbceh.v19i2.10145","title":"Fragilidade em idosos comunitários acompanhados na atenção primária à saúde","year":2022,"lang":"pt","type":"article","venue":"Revista Brasileira de Ciências do Envelhecimento Humano","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Humanities; Psychology; Medicine; Art","score_opus":0.034220962795739523,"score_gpt":0.2969841107344874,"score_spread":0.2627631479387479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378714879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.958036,0.019534724,0.0007156231,0.0006955301,0.002531792,0.0065940237,0.0012514802,0.0009887065,0.009652121],"genre_scores_gemma":[0.94912565,0.00021934514,0.00044285643,0.005140101,0.0015001004,0.00095084205,0.001025787,0.0006609408,0.040934365],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.98276234,0.0039562327,0.0032420182,0.0027552482,0.0038416907,0.0034424965],"domain_scores_gemma":[0.99040264,0.0013162746,0.0016964715,0.0042155557,0.00049962004,0.001869458],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.004509967,0.0022304622,0.003106105,0.0012765737,0.0035694183,0.0011579711,0.0031814165,0.0007405735,0.03764675],"category_scores_gemma":[0.0013551908,0.0025944104,0.001402429,0.0021261636,0.0005203735,0.00057785294,0.0027588014,0.006630593,0.0030828163],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030598573,0.012312504,0.3860579,0.007890366,0.0063062515,0.0062033185,0.0909899,0.001167967,0.053315897,0.017332967,0.39398074,0.021382315],"study_design_scores_gemma":[0.022643162,0.0052046333,0.5938347,0.00500029,0.004605223,0.0022487761,0.031689357,0.0040056207,0.0032181435,0.0001552239,0.32092318,0.0064716893],"about_ca_topic_score_codex":0.0004855212,"about_ca_topic_score_gemma":0.00006685892,"teacher_disagreement_score":0.2077768,"about_ca_system_score_codex":0.005744103,"about_ca_system_score_gemma":0.0016810494,"threshold_uncertainty_score":0.99987894},"labels":[],"label_agreement":null},{"id":"W4378783129","doi":"10.1186/s13063-023-07363-4","title":"Study protocol for The GOAL Trial: comprehensive geriatric assessment for frail older people with chronic kidney disease to increase attainment of patient-identified goals—a cluster randomised controlled trial","year":2023,"lang":"en","type":"article","venue":"Trials","topic":"Frailty in Older Adults","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"National Health and Medical Research Council","keywords":"Medicine; Quality of life (healthcare); Referral; Gerontology; Randomized controlled trial; Goal Attainment Scaling; Intervention (counseling); Physical therapy; Kidney disease; Cluster randomised controlled trial; Family medicine; Rehabilitation; Nursing; Internal medicine","score_opus":0.05505266982635689,"score_gpt":0.40389126676491893,"score_spread":0.34883859693856206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378783129","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2015572,0.000014864235,0.0012944537,0.0033665535,0.0010490632,0.792248,0.00031970412,0.00012372655,0.000026402184],"genre_scores_gemma":[0.11020598,0.0000026843977,0.00045275924,0.00056941126,0.0015041139,0.88540566,0.00018879317,0.000106511725,0.0015641131],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9924872,0.0018162527,0.0028919796,0.0008276963,0.0012727549,0.00070410775],"domain_scores_gemma":[0.98183423,0.014076524,0.0014868987,0.0011208955,0.0007859376,0.00069552363],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0059306063,0.00056504516,0.0032864113,0.00037054328,0.00027996505,0.00011636098,0.00034855958,0.00012668791,0.00027854342],"category_scores_gemma":[0.012051743,0.00031935272,0.0010573021,0.0006850009,0.00007526839,0.0001012663,0.00015893807,0.00018061323,0.000020130396],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9226491,0.0030735368,0.00012957466,0.00067911367,0.0019052298,0.000011579627,0.0010306025,0.00029878374,0.00032135926,0.0000095108835,0.06890524,0.0009864098],"study_design_scores_gemma":[0.96309596,0.021188375,0.0017849413,0.00029056825,0.0037480565,0.0000012533923,0.000785524,0.00083329505,0.00019184081,0.0000379844,0.0076955413,0.00034666283],"about_ca_topic_score_codex":0.00012174133,"about_ca_topic_score_gemma":0.00008507292,"teacher_disagreement_score":0.09315761,"about_ca_system_score_codex":0.00036860004,"about_ca_system_score_gemma":0.0020507725,"threshold_uncertainty_score":0.99992585},"labels":[],"label_agreement":null},{"id":"W4378903257","doi":"10.1186/s12877-023-04068-w","title":"Shifting the narrative from living at risk to living with risk: validating and pilot-testing a clinical decision support tool: a mixed methods study","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Northeast Cancer Centre; Institute of Aging; University of Ottawa; Université de Sherbrooke; Université Laval; Université de Montréal; Glenrose Rehabilitation Hospital; Institut Universitaire de Gériatrie de Montréal","funders":"Canadian Frailty Network; Université de Sherbrooke","keywords":"Medicine; Delphi method; Thematic analysis; Focus group; Risk assessment; Qualitative research; Delphi; Qualitative property; Nursing; Medical education","score_opus":0.0926376737966296,"score_gpt":0.40216547300289496,"score_spread":0.3095277992062654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378903257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9682705,0.00007859328,0.028877754,0.00008611511,0.0006020763,0.0015948887,0.000028850447,0.00037854712,0.000082713],"genre_scores_gemma":[0.6764062,0.000033849497,0.3226935,0.000067528184,0.00052607537,0.000076212484,0.000006653531,0.000076195865,0.00011376921],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99391186,0.00241834,0.0012177017,0.0010413465,0.0007731779,0.0006375905],"domain_scores_gemma":[0.9343748,0.06326384,0.00079059956,0.00090793165,0.00033253574,0.0003302982],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.013530456,0.00040134075,0.0007775485,0.00024004179,0.0009796846,0.00020673842,0.0003022925,0.00013272453,0.00006074336],"category_scores_gemma":[0.11525142,0.00027669585,0.00011495469,0.0019593076,0.00008315918,0.00016403408,0.0012788991,0.00082242826,0.00006842169],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018320682,0.00017831281,0.8823894,0.000033079985,0.00012203726,0.000048699992,0.046191093,0.00032219922,0.00011652965,5.123559e-7,0.00033596912,0.0700789],"study_design_scores_gemma":[0.0014493034,0.0025445835,0.94805723,0.0005070308,0.0006040708,0.00004249627,0.03270546,0.013604263,0.000029769797,0.000036510406,0.000077356024,0.00034191413],"about_ca_topic_score_codex":0.0011255422,"about_ca_topic_score_gemma":0.0016852733,"teacher_disagreement_score":0.29381576,"about_ca_system_score_codex":0.00013365473,"about_ca_system_score_gemma":0.00022274491,"threshold_uncertainty_score":0.9999685},"labels":[],"label_agreement":null},{"id":"W4378952087","doi":"10.1513/annalsats.202302-129st","title":"Rehabilitation for People with Respiratory Disease and Frailty: An Official American Thoracic Society Workshop Report","year":2023,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fogarty International Center; National Institute of Mental Health; National Heart, Lung, and Blood Institute; Economic and Social Research Council; University of California, San Francisco; Regeneron Pharmaceuticals; National Institutes of Health; Vlaamse regering; Universiteit Gent; Novartis Australia; Karolinska Institutet; University of Colorado Denver; University of Toronto; King's College Hospital NHS Foundation Trust; Australian Physiotherapy Association; Physiotherapy Research Foundation; Stichting Astma Bestrijding; King's College London; Teesside University; GlaxoSmithKline; Imperial College London; Sunovion; European Respiratory Society; National Institute for Health Research Applied Research Collaboration South London; Sanofi; Medical Research Council; Teva Pharmaceutical Industries; National Institute on Aging; National Institute for Health and Care Research; Università degli Studi di Brescia; Royal Australian College of General Practitioners; American Thoracic Society; National Health and Medical Research Council; AstraZeneca","keywords":"Medicine; Pulmonary rehabilitation; Rehabilitation; Population; Disease; Health care; Telerehabilitation; MEDLINE; Referral; Gerontology; Physical therapy; Physical medicine and rehabilitation; Family medicine; Telemedicine","score_opus":0.09796260105229963,"score_gpt":0.4292064337839457,"score_spread":0.33124383273164604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378952087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96799105,0.00016568271,0.0011637384,0.02890704,0.00009525686,0.0012642583,0.000121552715,0.00025687905,0.000034552813],"genre_scores_gemma":[0.97638667,0.00021601678,0.015338002,0.006498622,0.0003862469,0.00026828446,0.000114717026,0.00011787825,0.0006735909],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970995,0.00023063085,0.0005724244,0.00075726426,0.0007535427,0.0005866236],"domain_scores_gemma":[0.9957466,0.0010251816,0.0009530426,0.0012854557,0.0005979123,0.00039181556],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014090862,0.0003437281,0.0008243586,0.00006333089,0.00035070468,0.000039306084,0.00029702263,0.00007543489,0.000006860584],"category_scores_gemma":[0.0014305039,0.00025480837,0.0007285117,0.0020855477,0.0021758706,0.0002183696,0.00016503525,0.0003465643,0.0000036224837],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058178827,0.00096470886,0.38022634,0.0016361492,0.0014215295,0.000037072354,0.025889877,0.0005113104,0.0038555176,0.000058814432,0.18844336,0.39113742],"study_design_scores_gemma":[0.0006735761,0.0023275826,0.9492551,0.00045544349,0.00055426394,0.000029193185,0.030073473,0.0033963742,0.0010786474,0.0005066274,0.011109897,0.0005398332],"about_ca_topic_score_codex":0.0002453707,"about_ca_topic_score_gemma":0.00013506941,"teacher_disagreement_score":0.56902874,"about_ca_system_score_codex":0.000063702435,"about_ca_system_score_gemma":0.0004739371,"threshold_uncertainty_score":0.9999904},"labels":[],"label_agreement":null},{"id":"W4378952811","doi":"10.1002/gps.5944","title":"Effects of exergaming on cognitive functions and loneliness of older adults with cognitive frailty","year":2023,"lang":"en","type":"article","venue":"International Journal of Geriatric Psychiatry","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Taipei Medical University","keywords":"Loneliness; Cognition; Dementia; Psychological intervention; Gerontology; Psychology; Montreal Cognitive Assessment; Cognitive Intervention; Cognitive decline; Medicine; Clinical psychology; Cognitive impairment; Psychiatry; Disease","score_opus":0.008117062986462005,"score_gpt":0.28045173246549665,"score_spread":0.2723346694790346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378952811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99352187,0.00076223485,0.0016651073,0.000923136,0.00228318,0.00033347966,0.00007665142,0.000019157114,0.00041518704],"genre_scores_gemma":[0.998045,0.00027866923,0.00046244953,0.00014761355,0.0007540028,0.000008745552,0.000028428285,0.000026587017,0.00024848172],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982254,0.000047816462,0.00061327225,0.00019050993,0.0007722248,0.00015080623],"domain_scores_gemma":[0.9967653,0.0007132906,0.0007497421,0.0000781015,0.0015774765,0.00011605685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019097753,0.00017212094,0.0004055977,0.0007526026,0.000030392137,0.000010749591,0.0001274358,0.0000892695,0.00004252875],"category_scores_gemma":[0.00043942968,0.00013473239,0.00014050501,0.00050071365,0.000115052186,0.00013676609,0.00004130001,0.00029236605,0.000010128616],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07570835,0.0086417105,0.65948766,0.006291153,0.01183475,0.0016392652,0.013832576,0.00021320567,0.0059466315,0.0005203417,0.015266328,0.200618],"study_design_scores_gemma":[0.023617199,0.002984675,0.9462224,0.014469765,0.00086561963,0.00082991464,0.0053764516,0.00012708222,0.0050420756,0.0001989462,0.000038065828,0.00022778915],"about_ca_topic_score_codex":0.000025605777,"about_ca_topic_score_gemma":0.000009852534,"teacher_disagreement_score":0.28673473,"about_ca_system_score_codex":0.000034372893,"about_ca_system_score_gemma":0.00024908275,"threshold_uncertainty_score":0.5494227},"labels":[],"label_agreement":null},{"id":"W4379093979","doi":"10.5770/cgj.26.650","title":"Facilitators and Barriers to Nurses Screening for Frailty in Acute Care in a Provincial Health-Care System: a Survey Study Guided by the Theoretical Domains Framework","year":2023,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; Ottawa Public Health; Institut du Savoir Montfort; Montfort Hospital; University of Ottawa","funders":"","keywords":"Medicine; Facilitator; Family medicine; Acute care; Likert scale; Nursing; Demographics; Population; Health care; Cross-sectional study; Gerontology; Demography","score_opus":0.022620744092065867,"score_gpt":0.32657057087769664,"score_spread":0.30394982678563076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379093979","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9844875,0.0010265632,0.00049067196,0.007853015,0.000728499,0.0034470228,0.001885701,0.00003585597,0.000045225508],"genre_scores_gemma":[0.9976605,0.000023419983,0.0008158109,0.0009659205,0.00022670905,0.000151179,0.00006595187,0.000049494658,0.00004100786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99689937,0.0005647544,0.0007011988,0.0004086165,0.00046022405,0.0009658684],"domain_scores_gemma":[0.99663377,0.0005773072,0.00011726997,0.00032049272,0.0003087955,0.0020423746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020562382,0.00025831058,0.00054823095,0.00086259557,0.00051073154,0.00015477798,0.00029789476,0.00020397404,0.000017651664],"category_scores_gemma":[0.0048636068,0.00020966376,0.00008497711,0.0015148092,0.000118611024,0.00007172491,0.00005115831,0.0008151583,0.000004093543],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008828226,0.000026729054,0.77207184,0.00038897287,0.00017716755,0.000972783,0.14894594,0.00012309437,0.0000047980857,0.0006419215,0.05986286,0.015901089],"study_design_scores_gemma":[0.008685514,0.002491524,0.594442,0.0009187047,0.00016866332,0.0004346128,0.3829006,0.0003759725,0.0000058746596,0.00021060856,0.008705003,0.0006608927],"about_ca_topic_score_codex":0.04383038,"about_ca_topic_score_gemma":0.49803475,"teacher_disagreement_score":0.45420438,"about_ca_system_score_codex":0.0019885965,"about_ca_system_score_gemma":0.003667417,"threshold_uncertainty_score":0.9625368},"labels":[],"label_agreement":null},{"id":"W4379094171","doi":"10.5770/cgj.26.686","title":"Abstracts from the 42nd Annual Scientific Meeting of the Canadian Geriatrics Society","year":2023,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatrics; Scientific society; Gerontology; Psychiatry; Social science","score_opus":0.021417781527858816,"score_gpt":0.24668846932455202,"score_spread":0.2252706877966932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379094171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94171584,0.0012946236,0.000005416636,0.04353532,0.0071682087,0.0005477164,0.0018520111,0.000040902578,0.00383997],"genre_scores_gemma":[0.9930013,0.00014461727,0.00043766428,0.0017308213,0.0019613865,0.0000043708606,0.00007950723,0.000055158132,0.0025851629],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969231,0.00011091817,0.00067125435,0.00032786766,0.0009030982,0.0010637906],"domain_scores_gemma":[0.99618495,0.00032494363,0.00038681977,0.00069116487,0.00075462664,0.0016574792],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0021298272,0.00023064186,0.00030018282,0.0004305458,0.002085859,0.00041521218,0.00082097045,0.0002691143,0.0002011409],"category_scores_gemma":[0.0016759023,0.00015820395,0.00038479763,0.0026723095,0.00033387978,0.00015908082,0.000076360535,0.0011398945,0.00010204243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009347352,0.000014545677,0.03811944,0.000033556797,0.00015871417,0.00025939333,0.0070433402,0.0005756914,0.00035441187,0.000061152896,0.94918317,0.0041872556],"study_design_scores_gemma":[0.0011465366,0.000041013875,0.4804977,0.00016447366,0.00027826047,0.0004029129,0.003579187,0.0004951132,0.0002977052,0.0006280225,0.5121386,0.00033051803],"about_ca_topic_score_codex":0.6870356,"about_ca_topic_score_gemma":0.96361566,"teacher_disagreement_score":0.44237825,"about_ca_system_score_codex":0.0014050626,"about_ca_system_score_gemma":0.013299831,"threshold_uncertainty_score":0.9992133},"labels":[],"label_agreement":null},{"id":"W4379094260","doi":"10.5770/cgj.26.646","title":"Potential Factors Influencing Adoption of a Primary Care Pathway to Prevent Functional Decline in Older Adults","year":2023,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia; Canadian Mental Health Association; Université Laval; University of Waterloo; McGill University Health Centre; Quebec Network for Research on Aging; Centre hospitalier universitaire de Québec; Centre for Excellence in Mining Innovation","funders":"Canadian Frailty Network; Government of Canada","keywords":"Medicine; Primary care; Gerontology; Family medicine","score_opus":0.013228050836672308,"score_gpt":0.22982387070564153,"score_spread":0.21659581986896922,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379094260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966514,0.0003640934,0.00013459146,0.0010103902,0.001069123,0.0004466065,0.00010876291,0.000025588606,0.0001894227],"genre_scores_gemma":[0.99786705,0.000073744835,0.0004572733,0.00048659177,0.000531684,0.000009981839,0.0002726515,0.000033737026,0.00026730253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808306,0.000050669114,0.00058475666,0.00023601222,0.0005457891,0.00049973134],"domain_scores_gemma":[0.9982344,0.00004151921,0.00015777262,0.00019205862,0.00044699718,0.000927258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003113529,0.0001741591,0.00031120825,0.0015581001,0.00010213889,0.000032569336,0.00013250411,0.00016019975,0.00013416281],"category_scores_gemma":[0.00026721583,0.00017226825,0.0001413749,0.0011705626,0.000020847849,0.00012983115,0.000048689846,0.0004468578,0.000043002787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014339222,0.0005489992,0.72350436,0.0025707039,0.00031710914,0.0051069665,0.041122608,0.023896229,0.010870844,0.00006175272,0.03348825,0.15707828],"study_design_scores_gemma":[0.0020538562,0.00018991479,0.9915455,0.0005218473,0.000041796044,0.00024324986,0.0025159698,0.00009903171,0.00033516498,0.00002329612,0.002247275,0.00018309847],"about_ca_topic_score_codex":0.0075962692,"about_ca_topic_score_gemma":0.04178641,"teacher_disagreement_score":0.26804116,"about_ca_system_score_codex":0.0016739123,"about_ca_system_score_gemma":0.002643166,"threshold_uncertainty_score":0.99901223},"labels":[],"label_agreement":null},{"id":"W4379259535","doi":"10.1136/bmjopen-2022-066848","title":"How regional versus global thresholds for physical activity and grip strength influence physical frailty prevalence and mortality estimates in PURE: a prospective multinational cohort study of community-dwelling adults","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Population Health Research Institute; McMaster University; Impact","funders":"Canadian Institutes of Health Research; Servier; Ontario Ministry of Health and Long-Term Care; GlaxoSmithKline; Hamilton Health Sciences; Sanofi; Heart and Stroke Foundation of Canada; AstraZeneca","keywords":"Medicine; Grip strength; Multinational corporation; Prospective cohort study; Epidemiology; Cohort study; Gerontology; Physical activity; Cohort; Environmental health; Demography; Physical therapy; Surgery; Internal medicine","score_opus":0.11327334059750647,"score_gpt":0.4401070864365647,"score_spread":0.3268337458390582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379259535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883079,0.000006946741,0.000010764281,0.0005143449,0.000034562927,0.010830325,0.0001811965,0.000041221687,0.000072739946],"genre_scores_gemma":[0.997865,0.0000049552086,0.0002788214,0.000014856832,0.00006336721,0.001682735,0.00004639276,0.00001418086,0.000029684163],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99844,0.00015747313,0.0001955052,0.00041003135,0.0005532153,0.00024371943],"domain_scores_gemma":[0.9980246,0.0010073262,0.00017104203,0.00042590057,0.00026688658,0.00010427385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062411005,0.00021691828,0.000538091,0.0000491834,0.00015795139,0.00008093253,0.00027884965,0.00006722894,8.9700296e-7],"category_scores_gemma":[0.0014257826,0.00019797716,0.000044278386,0.00036228565,0.0002999152,0.00051755836,0.00053940754,0.00033658053,7.2068264e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034659118,0.0024977247,0.98642564,0.00066749693,0.00016834549,0.000010516555,0.004436155,0.00013386937,0.00014980997,0.00031323836,0.000051744082,0.0016795689],"study_design_scores_gemma":[0.009124562,0.0016855696,0.9601632,0.0004496605,0.0001120192,0.000007939741,0.0015905476,0.025229102,0.00028358988,0.0011761126,0.0000014785837,0.00017624015],"about_ca_topic_score_codex":0.001212782,"about_ca_topic_score_gemma":0.00170625,"teacher_disagreement_score":0.026262442,"about_ca_system_score_codex":0.00011210016,"about_ca_system_score_gemma":0.00012444594,"threshold_uncertainty_score":0.8073274},"labels":[],"label_agreement":null},{"id":"W4379280592","doi":"10.1200/jco.2023.41.16_suppl.12039","title":"Defining an abnormal geriatric assessment for older adults with cancer: Which deficits matter most?","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Logistic regression; Univariate; Univariate analysis; Cohort; Retrospective cohort study; Geriatric oncology; Multivariate analysis; Cancer; Multivariate statistics; Internal medicine; Statistics","score_opus":0.05470628664069272,"score_gpt":0.4493228923069172,"score_spread":0.3946166056662245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379280592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97134846,0.00023303826,0.0008261856,0.02252882,0.002197476,0.00059982424,0.00002649507,0.000045836405,0.0021938684],"genre_scores_gemma":[0.9694534,0.0004809522,0.022246746,0.0047796257,0.0020646625,0.00009869627,0.0000360699,0.00006614557,0.0007737234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961121,0.00026190726,0.0022277315,0.00033773924,0.00054685184,0.00051366666],"domain_scores_gemma":[0.9937164,0.0026024266,0.0015673517,0.0002769589,0.00129633,0.0005405222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029256523,0.00021581135,0.0014705202,0.0002638367,0.00008027985,0.000021697455,0.00024276657,0.00044393598,0.00041983603],"category_scores_gemma":[0.0013444292,0.0001487575,0.00026849637,0.00058789714,0.00009202308,0.00024867043,0.000060310304,0.0011160739,0.00007000916],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00948597,0.0016484254,0.58749235,0.00030377015,0.00059956015,0.0006888081,0.00051685574,0.00055088045,0.000023433362,0.0001198668,0.08160369,0.3169664],"study_design_scores_gemma":[0.020921657,0.0150132,0.94103223,0.00053389673,0.00059509696,0.0006645443,0.0005385668,0.00165343,0.000021010626,0.000084496016,0.018742934,0.00019892963],"about_ca_topic_score_codex":0.00006242567,"about_ca_topic_score_gemma":0.00033973096,"teacher_disagreement_score":0.3535399,"about_ca_system_score_codex":0.00020919609,"about_ca_system_score_gemma":0.0031320087,"threshold_uncertainty_score":0.6066155},"labels":[],"label_agreement":null},{"id":"W4379283433","doi":"10.1200/jco.2023.41.16_suppl.e24027","title":"Examination of real-world data from geriatric assessments in a comprehensive cancer center to explore predominant and cancer-specific domains for intervention.","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatric oncology; Cancer; Internal medicine; Depression (economics); Geriatrics; Physical therapy; Psychiatry","score_opus":0.4218854716891127,"score_gpt":0.5642937494975934,"score_spread":0.14240827780848064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379283433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98942655,0.00040495335,0.00039967627,0.0071745757,0.0016590032,0.00059517485,0.00026465242,0.000006872006,0.00006853525],"genre_scores_gemma":[0.98477995,0.0075745774,0.005854296,0.00032217547,0.0009725242,0.000056804238,0.00009872878,0.00002116793,0.00031978582],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9968519,0.00033804608,0.0020490545,0.00028774116,0.00028043694,0.00019277816],"domain_scores_gemma":[0.9949891,0.0027213532,0.0013679051,0.00028105304,0.0004518791,0.00018871161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017091781,0.00011250682,0.0011682607,0.00038178434,0.000016597156,0.000007667087,0.00024495317,0.00012522298,0.00008527502],"category_scores_gemma":[0.0009346701,0.00009010009,0.0001522847,0.00039128718,0.000106488376,0.00014699543,0.00021340139,0.00036092458,0.000003678808],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006672652,0.0016488672,0.28484076,0.00019580981,0.00045235964,0.00019776073,0.00089325465,0.000050447125,0.00071161956,0.000016098671,0.04598363,0.65833676],"study_design_scores_gemma":[0.012957127,0.0035380707,0.9335345,0.0007503179,0.00016559545,0.00000810382,0.0007831888,0.0008009886,0.000058529502,0.000109142056,0.047223445,0.00007098941],"about_ca_topic_score_codex":0.0006371407,"about_ca_topic_score_gemma":0.004839665,"teacher_disagreement_score":0.65826577,"about_ca_system_score_codex":0.000275976,"about_ca_system_score_gemma":0.00036738455,"threshold_uncertainty_score":0.3674175},"labels":[],"label_agreement":null},{"id":"W4379283721","doi":"10.1200/jco.2023.41.16_suppl.1541","title":"Surgical care and outcomes in older patients with cancer through implementation of a pre-surgical toolkit (OPTI-Surg): Interim results of a phase III cluster randomized trial (Alliance A231601CD).","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Medicine; Psychological intervention; Prehabilitation; Interim analysis; Interim; Randomized controlled trial; Physical therapy; Cancer; Surgery; Internal medicine; Nursing","score_opus":0.0873897671730822,"score_gpt":0.5138039621702424,"score_spread":0.42641419499716016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379283721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927405,0.0002430327,0.000024233006,0.0036360289,0.0009881171,0.0019149508,0.000092033486,0.000009860983,0.00035120582],"genre_scores_gemma":[0.99670607,0.0013180668,0.0010768255,0.00022011591,0.00038975434,0.000058891517,0.000040174345,0.000021737675,0.00016837085],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9924833,0.0010585932,0.005149339,0.00031370524,0.0006941851,0.00030084254],"domain_scores_gemma":[0.98860884,0.0071520475,0.00307975,0.00022081313,0.0007328719,0.00020565365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035393573,0.00022426467,0.0037491533,0.00015660698,0.000019803318,0.000007356595,0.0001622995,0.0003573461,0.00014794958],"category_scores_gemma":[0.0027255698,0.00013849445,0.00055744895,0.00028065784,0.00050254824,0.00021494145,0.00010228857,0.00071944686,0.0000012955317],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9031419,0.0022695428,0.047378443,0.00013704687,0.00057527696,0.00045533877,0.0026227846,0.000023201701,0.0000033026151,0.000017345916,0.0010626074,0.042313177],"study_design_scores_gemma":[0.9151584,0.019020114,0.059039995,0.00055027625,0.0004774038,0.00003984822,0.0008351708,0.000066770786,0.00004774039,0.000029206738,0.004614247,0.00012082815],"about_ca_topic_score_codex":0.0003236769,"about_ca_topic_score_gemma":0.00052177184,"teacher_disagreement_score":0.042192347,"about_ca_system_score_codex":0.00013875496,"about_ca_system_score_gemma":0.0009056761,"threshold_uncertainty_score":0.56476396},"labels":[],"label_agreement":null},{"id":"W4379285062","doi":"10.21763/tjfmpc.1222425","title":"YAŞLILARIN SAĞLIK DURUMLARI İLE KIRILGANLIK DÜZEYLERİNİN DEĞERLENDİRİLMESİ VE YAŞAM KALİTESİ İLE İLİŞKİSİNİN İNCELENMESİ","year":2023,"lang":"tr","type":"article","venue":"Turkish Journal of Family Medicine & Primary Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gynecology; Medicine","score_opus":0.03624693870013984,"score_gpt":0.2937958059516658,"score_spread":0.257548867251526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379285062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6625547,0.1627839,0.00043584488,0.0448167,0.028018601,0.0042040586,0.0009341581,0.0012555827,0.09499648],"genre_scores_gemma":[0.91618335,0.029374849,0.0020069007,0.0188966,0.01455665,0.00009211891,0.0019337434,0.0010594383,0.015896333],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.97851306,0.0012703605,0.006637704,0.002520779,0.0069090403,0.004149063],"domain_scores_gemma":[0.9834622,0.0016450895,0.0041022357,0.003030914,0.0044807796,0.0032787751],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.004508698,0.0030367125,0.006475763,0.0033860838,0.0011605134,0.00032278206,0.0037615083,0.0019765415,0.0009573947],"category_scores_gemma":[0.0027991366,0.002775564,0.0018498884,0.0047587967,0.0023710134,0.0018009753,0.0013345388,0.006875766,0.0012731088],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003434616,0.0012909168,0.024295727,0.0063003823,0.0030424413,0.014864596,0.01896258,0.00017783025,0.026443906,0.00033688152,0.8076437,0.09320639],"study_design_scores_gemma":[0.05164904,0.011773415,0.46546495,0.025593484,0.0067433617,0.0067082522,0.08786916,0.00047014368,0.0030015574,0.00083614275,0.33539492,0.0044955695],"about_ca_topic_score_codex":0.002358616,"about_ca_topic_score_gemma":0.00022506349,"teacher_disagreement_score":0.47224882,"about_ca_system_score_codex":0.003068049,"about_ca_system_score_gemma":0.008648607,"threshold_uncertainty_score":0.9999559},"labels":[],"label_agreement":null},{"id":"W4379340597","doi":"10.1200/jco.2023.41.16_suppl.tps12137","title":"The FARGO study: Frailty assessment for risk prediction in gynecologic oncology.","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trillium Health Centre; Princess Margaret Cancer Centre; Hamilton Health Sciences; University Health Network; Credit Valley Hospital; Health Sciences Centre; Sinai Health System; Sunnybrook Health Science Centre; McMaster University","funders":"","keywords":"Medicine; Gynecologic oncology; Perioperative; Biomarker; Internal medicine; Population; Malignancy; Risk assessment; Oncology; Intensive care medicine; Surgery","score_opus":0.22172334442143243,"score_gpt":0.547736739252483,"score_spread":0.3260133948310506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379340597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95632434,0.00011337444,0.00036595066,0.032636236,0.0057117552,0.0014848725,0.000017336139,0.000045892586,0.0033002154],"genre_scores_gemma":[0.9905431,0.0013538055,0.0033894936,0.0012012783,0.0017140795,0.00011515916,0.0000069868383,0.000024239765,0.0016518191],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99360365,0.001622979,0.003553976,0.00028396593,0.0004963522,0.0004390595],"domain_scores_gemma":[0.9703269,0.026244655,0.0022622216,0.0003194554,0.00056366395,0.0002830859],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.021407446,0.0001630007,0.0014861645,0.00021609748,0.00016776222,0.000015111231,0.00033820063,0.00060688145,0.00007239596],"category_scores_gemma":[0.032909382,0.00009627716,0.0005035914,0.00041106227,0.00026037928,0.00009958465,0.0001166104,0.0022335171,0.000052072395],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023897525,0.0033811864,0.55030364,0.000013752003,0.0004055359,0.00048540672,0.00023262335,0.00017025541,0.000019084466,0.000051044386,0.049325064,0.39322263],"study_design_scores_gemma":[0.01349489,0.044222496,0.703524,0.000030237305,0.0002979851,0.000072307004,0.0015608267,0.0016580599,0.0000025593538,0.0015327226,0.23354669,0.00005722569],"about_ca_topic_score_codex":0.0000282186,"about_ca_topic_score_gemma":0.00089566177,"teacher_disagreement_score":0.3931654,"about_ca_system_score_codex":0.0007267035,"about_ca_system_score_gemma":0.0027553292,"threshold_uncertainty_score":0.97523683},"labels":[],"label_agreement":null},{"id":"W4379344533","doi":"10.1200/jco.2023.41.16_suppl.12053","title":"The influence of sex on the impact of age and frailty on acute care use among older adults receiving immune checkpoint inhibitor (ICI) treatment: A population-based study.","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University Health Network; Cancer Care Ontario; Princess Margaret Cancer Centre","funders":"Conquer Cancer Foundation","keywords":"Medicine; Body mass index; Comorbidity; Retrospective cohort study; Population; Emergency department; Acute care; Ipilimumab; Emergency medicine; Adverse effect; Internal medicine; Cancer; Health care; Immunotherapy","score_opus":0.08150562680345796,"score_gpt":0.4363362661063142,"score_spread":0.35483063930285624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379344533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99703395,0.00006280167,6.6879755e-7,0.001716236,0.00026220124,0.0008357663,0.000019505756,0.000012823607,0.000056033226],"genre_scores_gemma":[0.99922067,0.000200493,0.000049826136,0.00014440868,0.00021762871,0.000013194308,0.0000064671162,0.000023410988,0.00012392897],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959216,0.0007464585,0.0023691494,0.00021741215,0.00050174724,0.0002436464],"domain_scores_gemma":[0.98545516,0.011322929,0.002097068,0.00047871988,0.00046322294,0.00018288523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019775052,0.00021440869,0.001277299,0.00015491317,0.00010569013,0.000015673668,0.00020436471,0.0002594667,0.000015962973],"category_scores_gemma":[0.0082944585,0.0000989611,0.0006016627,0.000296126,0.00031660992,0.00009610936,0.000056681187,0.00080115313,0.0000033028516],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005794149,0.0017976706,0.9533773,0.00003768841,0.0010010685,0.00045560583,0.0045024646,0.0017700652,0.00036901963,0.000002832819,0.00018031498,0.030711839],"study_design_scores_gemma":[0.008972398,0.032076564,0.955029,0.0009415675,0.000302255,0.000014767237,0.0019250454,0.00026035807,0.00034265226,0.000018488861,0.000041540872,0.00007536969],"about_ca_topic_score_codex":0.0010480142,"about_ca_topic_score_gemma":0.0005408287,"teacher_disagreement_score":0.030636469,"about_ca_system_score_codex":0.00029576232,"about_ca_system_score_gemma":0.00052254513,"threshold_uncertainty_score":0.992984},"labels":[],"label_agreement":null},{"id":"W4379346764","doi":"10.1200/jco.2023.41.16_suppl.12054","title":"Understanding treatment toxicity patterns through remote symptom monitoring and examining the effect of frailty in older men with metastatic prostate cancer.","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; Health Sciences Centre; University Health Network","funders":"Prostate Cancer Canada","keywords":"Medicine; Prostate cancer; Cohort; Prospective cohort study; Internal medicine; Cancer; Geriatric oncology; Physical therapy","score_opus":0.2851889427448995,"score_gpt":0.4826334702792292,"score_spread":0.19744452753432973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379346764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938588,0.00025619555,0.00026331955,0.004387758,0.00035732437,0.00052118086,0.0000056517533,0.000011731779,0.00033804702],"genre_scores_gemma":[0.9965459,0.0022701956,0.00066213455,0.00007812447,0.00026430408,0.000008977635,0.000001071426,0.000020752168,0.00014850599],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971872,0.000655819,0.0013284619,0.0001982944,0.00036090726,0.00026932935],"domain_scores_gemma":[0.9919376,0.006668142,0.0010047881,0.00017405082,0.00007934004,0.00013610382],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026560682,0.0001712259,0.0013544033,0.00010534034,0.000045801593,0.000009684017,0.00010023928,0.00012410815,0.0000150672895],"category_scores_gemma":[0.0010822479,0.000086001026,0.00012581462,0.0002618294,0.00020336565,0.000115958064,0.000049197217,0.0005893543,9.620109e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002572882,0.00016458188,0.931888,0.00016661624,0.0006950215,0.00079362764,0.0029261007,0.00029611628,0.0002525866,0.0000044232474,0.00013105314,0.060109034],"study_design_scores_gemma":[0.019568555,0.031560827,0.94025725,0.0018097891,0.0007457444,0.00022787302,0.0026035886,0.0007719249,0.002011648,0.00014904558,0.00018867182,0.000105056315],"about_ca_topic_score_codex":0.00036890875,"about_ca_topic_score_gemma":0.00026894515,"teacher_disagreement_score":0.06000398,"about_ca_system_score_codex":0.0004955751,"about_ca_system_score_gemma":0.00038849993,"threshold_uncertainty_score":0.35070202},"labels":[],"label_agreement":null},{"id":"W4379536106","doi":"10.1186/s12877-023-03990-3","title":"Barriers and facilitators to participation in exercise prehabilitation before cancer surgery for older adults with frailty: a qualitative study","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; McGill University; Ottawa Hospital","funders":"International Anesthesia Research Society; Canadian Frailty Network; University of Ottawa","keywords":"Prehabilitation; Medicine; Randomized controlled trial; Physical therapy; Rehabilitation; Qualitative research; Intervention (counseling); Gerontology; Nursing; Surgery","score_opus":0.0346178596388089,"score_gpt":0.36719433385882444,"score_spread":0.3325764742200155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379536106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993048,0.00010837019,0.00052098767,0.00071943435,0.00018736173,0.005152213,0.0001400732,0.00011928578,0.0000042759975],"genre_scores_gemma":[0.9936335,0.000017148763,0.0015275263,0.000056748184,0.00005659808,0.004323767,0.000070964445,0.00004151245,0.00027221863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998031,0.00015717412,0.00048253246,0.00053650566,0.000389927,0.0004028339],"domain_scores_gemma":[0.9978988,0.0011360836,0.00010387461,0.000271394,0.00029461738,0.00029519096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010087028,0.00021518281,0.00045762424,0.00053405645,0.00007698716,0.00002446159,0.00005268059,0.00009200404,0.000024520485],"category_scores_gemma":[0.0026127954,0.0001861372,0.00006188173,0.0014629766,0.000050525385,0.00016802765,0.000034478908,0.00009912141,0.000011269523],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016810915,0.00013739087,0.6292144,0.00084735133,0.000028327864,0.0000054968696,0.3541222,0.00023092653,0.000007024247,0.000006424629,0.0014386503,0.012280724],"study_design_scores_gemma":[0.0035778496,0.0007957846,0.8392308,0.0004146817,0.00011422015,5.87791e-7,0.15461521,0.00085064216,0.000029834575,0.000080059945,0.00008429765,0.00020606226],"about_ca_topic_score_codex":0.00063138484,"about_ca_topic_score_gemma":0.004247809,"teacher_disagreement_score":0.21001635,"about_ca_system_score_codex":0.00016911783,"about_ca_system_score_gemma":0.00030237064,"threshold_uncertainty_score":0.7590455},"labels":[],"label_agreement":null},{"id":"W4379537357","doi":"10.19161/etd.1310403","title":"Acil servise başvuran yaşlı bireylerde bakım bağımlılığının kırılganlık düzeyine etkisi","year":2023,"lang":"tr","type":"article","venue":"Ege Tıp Dergisi","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","score_opus":0.03391147094618064,"score_gpt":0.2995171778469611,"score_spread":0.26560570690078045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379537357","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7922073,0.009960571,0.00021449025,0.0960181,0.013894276,0.003900041,0.0011002626,0.0047629178,0.07794202],"genre_scores_gemma":[0.8254001,0.004372533,0.0006684237,0.004828434,0.005043301,0.00018670002,0.0009206346,0.00062700827,0.15795287],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98927915,0.00040693098,0.0020702803,0.0023980178,0.0026345958,0.0032109988],"domain_scores_gemma":[0.99272275,0.0010945306,0.00056478713,0.003053007,0.00079838163,0.0017665521],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0016115103,0.0016945218,0.0020604595,0.0012590898,0.0007071239,0.00034045186,0.0016489765,0.0011834569,0.012411808],"category_scores_gemma":[0.0020421962,0.0017086695,0.00091653445,0.0044951597,0.00058350636,0.0007898071,0.001117184,0.0021796837,0.05780132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010523468,0.0012695298,0.015081147,0.0026645632,0.0015434609,0.0068312613,0.0070995325,0.00030136807,0.010953964,0.0010808251,0.90557045,0.046551567],"study_design_scores_gemma":[0.018619677,0.001373389,0.11155211,0.003591462,0.0012359172,0.0007766221,0.003553741,0.016720258,0.008852505,0.0009060913,0.8297309,0.0030873155],"about_ca_topic_score_codex":0.00093692093,"about_ca_topic_score_gemma":0.0006321001,"teacher_disagreement_score":0.09647097,"about_ca_system_score_codex":0.0006587814,"about_ca_system_score_gemma":0.00080013165,"threshold_uncertainty_score":0.99958014},"labels":[],"label_agreement":null},{"id":"W4379599703","doi":"10.1007/s00380-023-02276-3","title":"Association of preoperative clinical frailty and clinical outcomes in elderly patients with stable coronary artery disease after percutaneous coronary intervention","year":2023,"lang":"en","type":"article","venue":"Heart and Vessels","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Conventional PCI; Percutaneous coronary intervention; Mace; Coronary artery disease; Myocardial infarction; Internal medicine; Stroke (engine); Incidence (geometry); Cardiology; Surgery","score_opus":0.029199336864485996,"score_gpt":0.3387973839372233,"score_spread":0.3095980470727373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379599703","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979377,0.000096386066,0.00000484523,0.0010300663,0.00016428428,0.00062284863,0.00008567979,0.000035763514,0.000022427435],"genre_scores_gemma":[0.9975833,0.00012719771,0.00012898738,0.00023051279,0.000037815113,0.00002536983,0.00011178864,0.000017473858,0.0017375124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984056,0.00020768963,0.00059758546,0.0003228554,0.00026315308,0.00020313564],"domain_scores_gemma":[0.99884593,0.0005716756,0.00010451489,0.00016950454,0.00012419098,0.000184176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004642449,0.00013695536,0.0004681931,0.00007610965,0.000033555116,0.000016647893,0.000028342643,0.00012919895,0.00007123418],"category_scores_gemma":[0.0003744593,0.00010717708,0.000088353416,0.00010852598,0.000115859715,0.00017493735,0.00005645751,0.00025563507,0.000015193166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015084337,0.00073579745,0.9929887,0.00011902672,0.00013739866,0.00015133803,0.0003006551,7.7774973e-7,0.000005761775,0.0000011855368,0.00090281747,0.0031481176],"study_design_scores_gemma":[0.0037036391,0.0019830454,0.99315524,0.0003441511,0.00013017979,0.000020752483,0.00013681293,0.00017959015,0.000002296419,0.000043135104,0.00018991978,0.000111226065],"about_ca_topic_score_codex":0.000024701143,"about_ca_topic_score_gemma":0.0001329814,"teacher_disagreement_score":0.0030368916,"about_ca_system_score_codex":0.000038198035,"about_ca_system_score_gemma":0.000058098543,"threshold_uncertainty_score":0.43705544},"labels":[],"label_agreement":null},{"id":"W4379768606","doi":"10.1111/jgs.18453","title":"A crosswalk of commonly used frailty scales","year":2023,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health","keywords":"Medicine; Frailty Index; Percentile; Schema crosswalk; Gerontology; Scale (ratio); Statistics; Transport engineering","score_opus":0.03078792775370693,"score_gpt":0.31954922796311835,"score_spread":0.28876130020941143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379768606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98838246,0.00021941017,0.00018205817,0.010365648,0.0004808939,0.00015666714,0.000028261276,0.0000356155,0.00014900064],"genre_scores_gemma":[0.9932596,0.00054732343,0.0041413247,0.00088919804,0.00042682845,0.000001643156,0.0000020857192,0.000033866952,0.00069813087],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99795216,0.00009540519,0.00068908726,0.00012812551,0.00083963724,0.00029556875],"domain_scores_gemma":[0.99707896,0.00038725624,0.0014936364,0.0004752824,0.00040946074,0.00015542253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007679263,0.00015681864,0.00067919696,0.0000926093,0.00011271365,0.00002263362,0.00047401615,0.000065771776,0.000019511797],"category_scores_gemma":[0.0005151122,0.00010276396,0.0010610435,0.0019890254,0.0006169936,0.00008233911,0.00018150767,0.0005271053,0.000013017644],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047735852,0.0005645167,0.4298958,0.00035719454,0.0011765402,0.00007044768,0.008006951,0.0005162351,0.07513049,0.000055686807,0.46624085,0.01750793],"study_design_scores_gemma":[0.0032110426,0.0009902726,0.96663815,0.00019007806,0.00043977023,0.00039639196,0.0039654113,0.0007300393,0.005625946,0.00051194656,0.017051639,0.00024932114],"about_ca_topic_score_codex":0.0000868919,"about_ca_topic_score_gemma":0.000007215172,"teacher_disagreement_score":0.5367423,"about_ca_system_score_codex":0.00015251993,"about_ca_system_score_gemma":0.00031648157,"threshold_uncertainty_score":0.41905925},"labels":[],"label_agreement":null},{"id":"W4379769147","doi":"10.1111/jgs.18454","title":"Influence of preoperative frailty on quality of life after cardiac surgery: A systematic review and meta‐analysis","year":2023,"lang":"en","type":"review","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Élisabeth Bruyère Hospital; Ottawa Hospital; University of Ottawa","funders":"University of Ottawa","keywords":"Medicine; Meta-analysis; Observational study; Cardiac surgery; Quality of life (healthcare); Odds ratio; Frailty Index; Internal medicine; MEDLINE; Physical therapy","score_opus":0.09018019385277831,"score_gpt":0.38381553669171947,"score_spread":0.29363534283894116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379769147","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029458113,0.99411416,0.000010531594,0.0005328544,0.00006657061,0.001761395,0.00055415946,0.000009349647,0.000005193282],"genre_scores_gemma":[0.0014290177,0.9970601,0.00031632933,0.0008083201,0.00007432222,0.00009801052,0.0000065913323,0.00005212811,0.00015518685],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99175185,0.0024908117,0.0038866387,0.0003233537,0.0012942802,0.00025307902],"domain_scores_gemma":[0.98098534,0.004229082,0.012383322,0.0011248522,0.0010524265,0.00022497826],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.0053638816,0.00051734684,0.020367073,0.00027822412,0.00004687402,0.000018038607,0.00047443053,0.00015571118,0.000014249259],"category_scores_gemma":[0.005609466,0.00026835516,0.014566398,0.004345297,0.00045511033,0.00008141876,0.00020736604,0.0008401608,0.0000028886666],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022466997,0.00007365731,0.00034091223,0.7711465,0.22592126,0.0000028305778,0.00033632093,0.000016968139,4.056611e-7,0.0000016533276,0.0019668043,0.00017025981],"study_design_scores_gemma":[0.000098309785,0.00017243988,0.002005687,0.06842872,0.92771125,0.000019070605,0.00016314468,0.0000013422958,9.32428e-7,0.0000044800877,0.0011316655,0.0002629576],"about_ca_topic_score_codex":0.00015548283,"about_ca_topic_score_gemma":0.0000030303459,"teacher_disagreement_score":0.7027177,"about_ca_system_score_codex":0.000207291,"about_ca_system_score_gemma":0.0011284983,"threshold_uncertainty_score":0.9999769},"labels":[],"label_agreement":null},{"id":"W4380730608","doi":"10.1111/hdi.13101","title":"Comparing the Fried frailty phenotype versus the Veterans Affairs frailty index among dialysis dependent patients","year":2023,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Veterans Affairs; Concordance; Confidence interval; Internal medicine; Dialysis; Frailty Index; Hazard ratio; Hemodialysis; Gerontology; Risk of mortality; Demography","score_opus":0.048654865003285155,"score_gpt":0.2968101199035547,"score_spread":0.24815525490026957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380730608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97354895,0.000024994162,0.0009256522,0.0040019755,0.002305065,0.00051381026,0.000063540254,0.0002280518,0.018387992],"genre_scores_gemma":[0.9960495,0.000032259944,0.00007187096,0.00035514572,0.0007466894,0.00013620584,0.0006312758,0.000049074035,0.0019279788],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965652,0.00017022922,0.00059523864,0.0005427675,0.0016673341,0.00045921662],"domain_scores_gemma":[0.9975078,0.0008151385,0.00024717802,0.00086717913,0.0004105763,0.00015212451],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005564029,0.00031829963,0.00043284692,0.00030530978,0.00037524378,0.00016493256,0.0008902915,0.000147942,0.0008634752],"category_scores_gemma":[0.0009672547,0.00020662977,0.00043465628,0.00084360095,0.00026964507,0.00020852881,0.00037966983,0.0005633305,0.00065190025],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013592441,0.00037853277,0.95273054,0.00002348178,0.003001318,0.000038097005,0.005444091,0.005613108,0.0003221564,0.0003620202,0.0135187125,0.017208673],"study_design_scores_gemma":[0.0065137357,0.00008547789,0.9265611,0.000057068988,0.00057102885,0.000002910383,0.0012527176,0.05651411,0.00052803213,0.00018507728,0.007426191,0.0003025089],"about_ca_topic_score_codex":0.0006843561,"about_ca_topic_score_gemma":0.0015601116,"teacher_disagreement_score":0.050901003,"about_ca_system_score_codex":0.00033031427,"about_ca_system_score_gemma":0.00008101873,"threshold_uncertainty_score":0.94544476},"labels":[],"label_agreement":null},{"id":"W4380762588","doi":"10.1161/circ.146.suppl_1.9976","title":"Abstract 9976: Contrasting Mortality Trends of Aortic Emergency: Dissection and Rupture in the UK, Japan, USA, and Canada","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Aortic dissection; Mortality rate; Dissection (medical); Aneurysm; Aortic aneurysm; Surgery; Demography; Aorta","score_opus":0.023492988608159338,"score_gpt":0.2803506706975342,"score_spread":0.2568576820893749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380762588","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986284,0.00016853228,0.000012044216,0.00041555482,0.00013600076,0.00013667934,0.000013336888,0.000004340937,0.00048510794],"genre_scores_gemma":[0.999805,0.000005613194,0.0000042882466,0.000051039835,0.000036015233,0.0000141726505,0.00004855985,0.0000047531416,0.000030588893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993099,0.00003512184,0.00021230066,0.00012402072,0.0002320551,0.000086581094],"domain_scores_gemma":[0.9997089,0.000044159606,0.00008739065,0.000107698455,0.000024340938,0.00002750092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000205222,0.000058947728,0.00010625462,0.00004924066,0.00008079573,0.000004004744,0.000024695635,0.000022744327,0.0002138113],"category_scores_gemma":[0.0000806995,0.00005068889,0.0000147999035,0.00016301722,0.000018666577,0.000039248524,0.000010901919,0.00014040615,6.8212664e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010090417,0.000021854281,0.99022925,0.000052538948,0.000014133764,0.0000055352293,0.0009869759,0.00026496267,0.00310794,0.000026019874,0.000114117654,0.005166575],"study_design_scores_gemma":[0.00035288115,0.000020300826,0.9952563,0.00001539704,0.00003986038,0.000036129677,0.00081075734,0.0033025893,0.000028805216,0.0000646148,0.000026288888,0.000046081044],"about_ca_topic_score_codex":0.24103013,"about_ca_topic_score_gemma":0.4323645,"teacher_disagreement_score":0.19133438,"about_ca_system_score_codex":0.0000784634,"about_ca_system_score_gemma":0.000053246105,"threshold_uncertainty_score":0.7640239},"labels":[],"label_agreement":null},{"id":"W4380786167","doi":"10.1161/circ.146.suppl_1.13225","title":"Abstract 13225: Frailty Screening at Scale Using Core Clinical Data and Supervised Machine Learning","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Cohort; Population; Prospective cohort study; Gerontology; Cohort study; Standard error; Machine learning; Physical therapy; Statistics; Internal medicine","score_opus":0.22507270822327516,"score_gpt":0.3876835922406658,"score_spread":0.16261088401739063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380786167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99627286,0.00060103234,0.001828063,0.00035023084,0.0001841819,0.00030531472,0.0000747845,0.0000964803,0.0002870638],"genre_scores_gemma":[0.9943045,0.0000196254,0.002938312,0.00020483678,0.00022924642,0.0000028182785,0.002135076,0.000035204237,0.00013039027],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843395,0.000091125934,0.00040761475,0.00047128336,0.0003976644,0.0001983433],"domain_scores_gemma":[0.99895245,0.00018522958,0.00014207704,0.0005384211,0.000049534898,0.00013228809],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00078538293,0.00012524381,0.00024859144,0.00014040922,0.00046626249,0.000022029406,0.00013806549,0.00007668691,0.0010139866],"category_scores_gemma":[0.00037023454,0.00013779565,0.00006693469,0.0002988644,0.00007116454,0.0001846357,0.00051412656,0.00054429146,0.00001263581],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101364334,0.000042110994,0.9498878,0.00004699669,0.00004084844,0.000022060101,0.00024075063,0.004387046,0.0076385066,0.000002400226,0.00017399085,0.03741614],"study_design_scores_gemma":[0.0011222097,0.000032349977,0.5869927,0.0000365758,0.00006836321,0.00010648486,0.000092574366,0.4091399,0.000016550892,0.0000116016,0.0022920878,0.00008859438],"about_ca_topic_score_codex":0.00016889659,"about_ca_topic_score_gemma":0.000036455735,"teacher_disagreement_score":0.40475285,"about_ca_system_score_codex":0.00011541464,"about_ca_system_score_gemma":0.00004958607,"threshold_uncertainty_score":0.9998992},"labels":[],"label_agreement":null},{"id":"W4380794135","doi":"10.1161/circ.146.suppl_1.11087","title":"Abstract 11087: Impact of Frailty on Short-Term and Long-Term Outcomes Among St-Elevation Myocardial Infarction Patients Receiving Primary Percutaneous Coronary Intervention","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Percutaneous coronary intervention; Myocardial infarction; Cardiogenic shock; Heart failure; Stroke (engine); Internal medicine; Comorbidity; Adverse effect; Population; Cardiology","score_opus":0.028512368976438853,"score_gpt":0.30351148570579045,"score_spread":0.2749991167293516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380794135","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980486,0.000033688553,0.000095642405,0.00004855363,0.00042705392,0.0009441598,0.000068915055,0.000075417505,0.0002579371],"genre_scores_gemma":[0.99745274,0.000010823284,0.000023297169,0.00004829301,0.000075526645,0.000037877548,0.002282186,0.000038449718,0.000030821582],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814224,0.000104943734,0.0005500941,0.00036291737,0.00063861173,0.00020119497],"domain_scores_gemma":[0.99904567,0.000114425886,0.00029047238,0.00030087886,0.00015728945,0.00009125105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025905375,0.00021473141,0.0003393573,0.00028054483,0.00016970321,0.00002590171,0.000069232105,0.00010889154,0.00028328653],"category_scores_gemma":[0.00014545755,0.00021941587,0.00025183166,0.0001717718,0.000063362866,0.0003427649,0.00007402606,0.00032825212,0.000003574737],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031022917,0.00038447307,0.92481023,0.00015585915,0.00017708263,0.000018469442,0.00047075984,0.0011692218,0.005508931,0.0000020117227,0.000046852238,0.066945866],"study_design_scores_gemma":[0.0014821594,0.00065342896,0.9967367,0.0001897553,0.00012479712,0.00009780178,0.000040167066,0.00044282954,0.000027226903,0.000022669017,0.0000023110867,0.00018015566],"about_ca_topic_score_codex":0.000121349316,"about_ca_topic_score_gemma":0.0000240783,"teacher_disagreement_score":0.07192645,"about_ca_system_score_codex":0.001007488,"about_ca_system_score_gemma":0.000052381813,"threshold_uncertainty_score":0.89475197},"labels":[],"label_agreement":null},{"id":"W4380883192","doi":"10.1002/alz.064789","title":"Frailty in Relation to Cognition in Community‐Dwelling Older Adults: Validating the Electronic Frailty Index based on the Comprehensive Geriatric Assessment (eFI‐CGA) in Primary Care","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority; Fraser Health","funders":"","keywords":"Dementia; Frailty Index; Medicine; Gerontology; Cognition; Cognitive decline; Cognitive impairment; Primary care; Geriatrics; Psychological intervention; Family medicine; Psychiatry; Disease; Internal medicine","score_opus":0.038014063262352134,"score_gpt":0.30794980754907625,"score_spread":0.2699357442867241,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380883192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98749375,0.0028376456,0.0003558986,0.0035934513,0.00020557074,0.0031405073,0.000021018608,0.000113255934,0.0022389228],"genre_scores_gemma":[0.99494165,0.000063744745,0.0003021076,0.0031468445,0.00006587192,0.000502484,0.0009111852,0.00005994439,0.0000061819646],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963885,0.0010196794,0.00075232645,0.000446736,0.0006920909,0.00070068124],"domain_scores_gemma":[0.9974454,0.0013375208,0.00020454328,0.0007674492,0.00016875022,0.00007632508],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011652533,0.00033228222,0.00038568815,0.0006246653,0.00028321592,0.000059850663,0.0003584237,0.00018260677,0.00008726507],"category_scores_gemma":[0.00013917997,0.00026143034,0.000097650125,0.0019607036,0.00006266067,0.00016134356,0.00018449989,0.0017846724,0.000085967724],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018801291,0.0022556323,0.72784066,0.00064882217,0.0033998997,0.00021138937,0.04822913,0.059209023,0.00449436,0.00047063164,0.0041685617,0.14719173],"study_design_scores_gemma":[0.0042038,0.0003137545,0.9674829,0.0012633266,0.00084177736,0.0000032644311,0.0066474075,0.017312972,0.0010078733,0.00015308635,0.00046988204,0.0002999549],"about_ca_topic_score_codex":0.0014448216,"about_ca_topic_score_gemma":0.0023457892,"teacher_disagreement_score":0.23964222,"about_ca_system_score_codex":0.00027490634,"about_ca_system_score_gemma":0.00029225857,"threshold_uncertainty_score":0.9999838},"labels":[],"label_agreement":null},{"id":"W4380883704","doi":"10.1002/alz.065262","title":"Prediction of cognitive status and 5‐year survival for elderly with diabetes by using the Neurocognitive Frailty Index (NFI)","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Université de Moncton","funders":"","keywords":"Dementia; Neurocognitive; Diabetes mellitus; Cognition; Medicine; Cognitive decline; Gerontology; Cognitive impairment; Type 2 diabetes; Internal medicine; Psychiatry; Disease; Endocrinology","score_opus":0.04974929248800546,"score_gpt":0.29131647323284193,"score_spread":0.24156718074483646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380883704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920078,0.003894106,0.0010811482,0.000314507,0.00018425926,0.0014900285,0.0007025049,0.000087047745,0.0002386244],"genre_scores_gemma":[0.99904037,0.00005617534,0.00017279934,0.00015640663,0.000076180935,0.00009941434,0.0003351272,0.000045464272,0.000018080806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865824,0.00006645489,0.0002454808,0.00031543113,0.00032611404,0.00038829024],"domain_scores_gemma":[0.99882215,0.0004897805,0.00013446108,0.00015832792,0.00029263448,0.00010266107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019870278,0.00018236272,0.00025170934,0.000087953274,0.00013648493,0.00002495257,0.000059572238,0.000071054266,0.00003529916],"category_scores_gemma":[0.00013797976,0.00013393475,0.000051350613,0.00029852285,0.0002479754,0.000137299,0.000057462392,0.00015389542,0.000004343083],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010601248,0.00035907145,0.8683445,0.000112685775,0.0269468,0.000010005214,0.003067475,0.000018992805,0.011135489,0.000041667747,0.005637277,0.08326593],"study_design_scores_gemma":[0.0146523435,0.0050509223,0.83582616,0.00074311986,0.046646252,0.000010491658,0.0072313845,0.0066931276,0.079261735,0.00027047124,0.003065762,0.00054822763],"about_ca_topic_score_codex":0.0001007927,"about_ca_topic_score_gemma":0.000035475718,"teacher_disagreement_score":0.0827177,"about_ca_system_score_codex":0.000004330532,"about_ca_system_score_gemma":0.00007311509,"threshold_uncertainty_score":0.54617006},"labels":[],"label_agreement":null},{"id":"W4380893791","doi":"10.1002/alz.062672","title":"Sex as a moderator of the association between frailty and mild behavioral impairment","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary; Dalhousie University; University of Toronto","funders":"","keywords":"Dementia; Moderation; Logistic regression; Medicine; Cognitive impairment; Association (psychology); Cohort; Cognition; Psychology; Internal medicine; Psychiatry; Disease","score_opus":0.04887631483345661,"score_gpt":0.32173930316904675,"score_spread":0.27286298833559014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4380893791","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99385864,0.002395139,0.0000059005115,0.0024487968,0.0001850169,0.00056444615,0.000045975354,0.000078869176,0.0004172405],"genre_scores_gemma":[0.9990157,0.000028059481,0.00020343548,0.00026218506,0.000098696786,0.00003480718,0.000051137093,0.0000230319,0.0002829456],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986919,0.00005811513,0.00028655786,0.00022030062,0.00047815463,0.0002649614],"domain_scores_gemma":[0.99931556,0.0000613253,0.00014339008,0.00030664128,0.0000786735,0.00009440512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026488357,0.00013431432,0.0002397489,0.00006160579,0.00009532285,0.000018532608,0.000104753155,0.00010738395,0.0000953328],"category_scores_gemma":[0.00003233409,0.00010492026,0.000094113384,0.0002403196,0.000045749042,0.000071335715,0.00014515023,0.00015323007,0.00007211631],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022245858,0.00013994955,0.9542976,0.000015339649,0.00687265,0.0000054131183,0.0015483623,0.000002805743,0.0026806516,0.000035242487,0.021624658,0.0127551025],"study_design_scores_gemma":[0.0016910931,0.00030258932,0.91362333,0.000058158323,0.015731111,0.0000037825482,0.00019602661,0.0001331238,0.06460312,0.0002227328,0.0032813076,0.00015360345],"about_ca_topic_score_codex":0.00031851194,"about_ca_topic_score_gemma":0.0000387654,"teacher_disagreement_score":0.06192247,"about_ca_system_score_codex":0.000020322872,"about_ca_system_score_gemma":0.00006914215,"threshold_uncertainty_score":0.42785242},"labels":[],"label_agreement":null},{"id":"W4381190371","doi":"10.2196/42274","title":"Usability and Acceptability of Clinical Dashboards in Aged Care: Systematic Review","year":2023,"lang":"en","type":"review","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; CINAHL; PsycINFO; Dashboard; MEDLINE; System usability scale; Cochrane Library; Health care; Medicine; Web usability; Computer science; Psychology; Nursing; Psychological intervention; Data science; Human–computer interaction","score_opus":0.13096175076148314,"score_gpt":0.4870616407251016,"score_spread":0.35609988996361847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381190371","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00021972216,0.98891956,0.0000012543549,0.000096490425,0.00023708295,0.0100204265,0.000041687115,0.00009875432,0.00036501142],"genre_scores_gemma":[0.00030951735,0.99807113,0.00014102788,0.000099996105,0.00010811541,0.0009511227,0.000081352795,0.00006653835,0.00017121054],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.992666,0.0015294409,0.0041475357,0.00082110806,0.00051334425,0.0003225849],"domain_scores_gemma":[0.99482477,0.0022356864,0.0010059538,0.00161202,0.00013805128,0.00018350178],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005019238,0.00044932993,0.008642174,0.00018504694,0.000025933183,0.0000145515,0.00030962093,0.00037051205,0.000106355576],"category_scores_gemma":[0.008520142,0.00032948793,0.00095583056,0.0007868452,0.00022208723,0.00006744492,0.00029288133,0.001127441,0.000040523166],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023197,0.00005843288,0.0024567612,0.8074225,0.00009394095,0.000025887806,0.00016398056,8.6961425e-9,9.707988e-9,0.0000012710568,0.00020650319,0.18956834],"study_design_scores_gemma":[0.00047880062,0.000061716724,0.009284484,0.96654874,0.0027646332,0.000045004388,0.00010522128,0.0000023787347,5.9551255e-8,0.000006906251,0.020452587,0.00024948115],"about_ca_topic_score_codex":0.00007645092,"about_ca_topic_score_gemma":0.00006339675,"teacher_disagreement_score":0.18931887,"about_ca_system_score_codex":0.00027211837,"about_ca_system_score_gemma":0.00046840045,"threshold_uncertainty_score":0.9999157},"labels":[],"label_agreement":null},{"id":"W4381194154","doi":"10.1016/j.jogc.2023.06.005","title":"Implementation of a Frailty Screening Tool Algorithm in Older Patients with Advanced Ovarian Cancer","year":2023,"lang":"en","type":"letter","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto; Université de Montréal; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Census; Geriatric oncology; Population; Gerontology; Psychological intervention; Family medicine; Nomogram; Cancer; Internal medicine; Environmental health; Nursing","score_opus":0.015339679132806743,"score_gpt":0.2709687161803686,"score_spread":0.25562903704756185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381194154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82066876,0.0033195696,0.0005567914,0.1511847,0.020745559,0.0021081145,0.0012783762,0.000017201717,0.00012093598],"genre_scores_gemma":[0.6896468,0.0011352524,0.029020816,0.27522436,0.0012826757,0.00013622882,0.0011040834,0.00042012762,0.0020296578],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977341,0.000058796842,0.00086351414,0.00022542357,0.0007487025,0.00036944827],"domain_scores_gemma":[0.9968573,0.00113637,0.0010369465,0.00015989249,0.0007126506,0.00009688347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001490624,0.00023906775,0.00079112727,0.0006428628,0.00003797861,0.000010978683,0.00013321743,0.00033522447,0.00027373957],"category_scores_gemma":[0.00066644844,0.00019669859,0.000062064704,0.0006266814,0.00005050758,0.00009544581,0.00004355033,0.0013077343,1.51284e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000108190025,0.000035058536,0.40700436,0.00022092226,0.0003078632,0.0038814675,0.00011827733,0.000039045284,6.74644e-7,3.707149e-7,0.11863888,0.46974227],"study_design_scores_gemma":[0.009964917,0.0006586556,0.94483525,0.0001493513,0.00021299397,0.000019729396,0.00020237698,0.00003728828,0.000011150846,0.0000065221734,0.043715682,0.00018606089],"about_ca_topic_score_codex":0.06442009,"about_ca_topic_score_gemma":0.10651146,"teacher_disagreement_score":0.5378309,"about_ca_system_score_codex":0.0012481804,"about_ca_system_score_gemma":0.0026321043,"threshold_uncertainty_score":0.94181},"labels":[],"label_agreement":null},{"id":"W4381469777","doi":"10.1002/cncr.34911","title":"Differential treatment effect between younger and older adults for new cancer therapies in solid tumors supporting US Food and Drug Administration approval between 2010 and 2021","year":2023,"lang":"en","type":"review","venue":"Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Université Laval; Princess Margaret Cancer Centre; Centre hospitalier universitaire de Québec; Hôpital du Saint-Sacrement; Ontario Institute for Cancer Research; Cancer Care South East; Cancer Care Ontario; Queen's University","funders":"Genentech; Gilead Sciences; AstraZeneca Canada; AstraZeneca; Pfizer","keywords":"Medicine; Hazard ratio; Cancer; Internal medicine; Prostate cancer; Clinical trial; Incidence (geometry); Geriatric oncology; Randomized controlled trial; Confidence interval","score_opus":0.053946839527089625,"score_gpt":0.3859602171460746,"score_spread":0.332013377618985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381469777","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25194845,0.7421429,0.000014661028,0.00045222565,0.00033609034,0.004222824,0.0008389226,0.000038555496,0.0000053661834],"genre_scores_gemma":[0.03069078,0.9614337,0.000069974856,0.000019597657,0.002606849,0.0022033055,0.00084511057,0.00015168125,0.001978971],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99750644,0.000102790465,0.0007849862,0.0008657909,0.00022868572,0.000511327],"domain_scores_gemma":[0.9984276,0.0005469447,0.0004178774,0.00026093575,0.000052142183,0.000294456],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018144226,0.00068140303,0.0024364989,0.0002075117,0.00008881584,0.00008187955,0.00008001159,0.0003309004,0.00007023142],"category_scores_gemma":[0.00007572287,0.0004910191,0.0002052266,0.00017727297,0.00011409495,0.00011206611,0.00006370889,0.00033394826,0.0000018563981],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008891156,0.000022163495,0.02629912,0.01617458,0.0008426086,0.00001281003,0.0010956343,5.574956e-8,0.0000022509596,8.613917e-7,0.00045768442,0.9550033],"study_design_scores_gemma":[0.042321753,0.00947161,0.35389522,0.22158493,0.029386824,0.00015097448,0.00064949767,0.00007373501,0.0009710557,0.00010321627,0.33715376,0.004237416],"about_ca_topic_score_codex":0.0014733335,"about_ca_topic_score_gemma":0.0025380459,"teacher_disagreement_score":0.9507659,"about_ca_system_score_codex":0.0003081692,"about_ca_system_score_gemma":0.0006231347,"threshold_uncertainty_score":0.99975413},"labels":[],"label_agreement":null},{"id":"W4381890907","doi":"10.3233/jad-230006","title":"Frailty, Cognitive Impairment, and Incident Major Neurocognitive Disorders: Results of the NuAge Cohort Study","year":2023,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal; McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Neurocognitive; Gerontology; Medicine; Cognition; Cohort; Cohort study; Incidence (geometry); Population; Cognitive impairment; Association (psychology); Activities of daily living; Cognitive decline; Psychology; Dementia; Physical therapy; Psychiatry; Environmental health; Internal medicine; Disease","score_opus":0.02684737845091056,"score_gpt":0.31705173507414847,"score_spread":0.2902043566232379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381890907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99297065,0.0010304254,0.000004862868,0.0031758,0.00030694442,0.001888282,0.00021360535,0.000025698368,0.0003837489],"genre_scores_gemma":[0.99900675,0.0001900986,0.000014438218,0.00037869342,0.00015812035,0.000028089506,0.000014481372,0.000034651708,0.00017467477],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99746424,0.00025074105,0.00080536667,0.00027395546,0.00093974354,0.00026593546],"domain_scores_gemma":[0.99769664,0.00035925562,0.0006715513,0.00030803456,0.000502148,0.0004623988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065116544,0.00022570687,0.0004710498,0.00024630592,0.00010363309,0.000027811433,0.00018326913,0.00004512633,0.000043164884],"category_scores_gemma":[0.0015450023,0.00014994605,0.0002632002,0.000511954,0.00023626533,0.00020217185,0.00023719206,0.00038340234,0.000018559631],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039873775,0.001972719,0.97927874,0.00005535169,0.002111094,0.0006381208,0.002974484,0.0000057626926,0.00011286706,0.0000024134465,0.005693123,0.0031679585],"study_design_scores_gemma":[0.009705349,0.0014563232,0.97878796,0.00046264488,0.00500062,0.000056920682,0.0037540542,0.000050043487,0.00034558572,0.00015929945,0.00008572471,0.00013547431],"about_ca_topic_score_codex":0.0000716339,"about_ca_topic_score_gemma":0.00004188747,"teacher_disagreement_score":0.0060361195,"about_ca_system_score_codex":0.000026486787,"about_ca_system_score_gemma":0.00026965953,"threshold_uncertainty_score":0.61146224},"labels":[],"label_agreement":null},{"id":"W4382068338","doi":"10.3390/nu15132849","title":"Malnutrition, Depression, Poor Sleep Quality, and Difficulty Falling Asleep at Night Are Associated with a Higher Risk of Cognitive Frailty in Older Adults during the COVID-19 Restrictions","year":2023,"lang":"en","type":"article","venue":"Nutrients","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Chiang Mai University","keywords":"Pittsburgh Sleep Quality Index; Depression (economics); Fear of falling; Medicine; Anxiety; Malnutrition; Gerontology; Social isolation; Sleep (system call); Cognition; Quality of life (healthcare); Logistic regression; Psychology; Poison control; Psychiatry; Injury prevention; Environmental health; Sleep quality; Internal medicine","score_opus":0.03375746882058902,"score_gpt":0.3082865375090016,"score_spread":0.2745290686884126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382068338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99460804,0.00029029232,0.00003680416,0.0026558905,0.00011970102,0.0013805922,0.0006242736,0.00019076372,0.000093608476],"genre_scores_gemma":[0.99764675,0.00031626443,0.000027306864,0.00038387513,0.00006876072,0.00021645582,0.00036349552,0.00004364363,0.0009334239],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997252,0.00035365808,0.0006020438,0.00059011695,0.00075410027,0.00044807934],"domain_scores_gemma":[0.9971811,0.001278569,0.00049595506,0.00033868916,0.00041024605,0.0002954505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003981918,0.0002751008,0.00048254497,0.00030486405,0.00042677333,0.00002345308,0.00014075574,0.00023832989,0.0000726468],"category_scores_gemma":[0.0031598576,0.00019160495,0.00009002613,0.0014563019,0.00021168389,0.00012342233,0.00018074318,0.0004783314,0.000017641622],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014990367,0.00078899873,0.99186444,0.00028095054,0.00021038804,0.00010365366,0.0025947893,0.0000518656,0.00018107987,0.00000385237,0.0022893276,0.00013159831],"study_design_scores_gemma":[0.019717067,0.00012251287,0.97490996,0.0022173247,0.00019128143,0.000021375043,0.001476094,0.00015883922,0.00072412443,0.00007196253,0.00016872119,0.0002207265],"about_ca_topic_score_codex":0.0008415001,"about_ca_topic_score_gemma":0.001566774,"teacher_disagreement_score":0.018218031,"about_ca_system_score_codex":0.00035637722,"about_ca_system_score_gemma":0.000047007965,"threshold_uncertainty_score":0.7813423},"labels":[],"label_agreement":null},{"id":"W4382182840","doi":"10.2196/44486","title":"The Association Between Family Health and Frailty With the Mediation Role of Health Literacy and Health Behavior Among Older Adults in China: Nationwide Cross-Sectional Study","year":2023,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Frailty in Older Adults","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Social Science Fund of China; China Scholarship Council","keywords":"Cross-sectional study; Health literacy; Mediation; Association (psychology); China; Medicine; Gerontology; Environmental health; Public health; Health behavior; Psychology; Health care; Geography; Nursing","score_opus":0.02599103267860164,"score_gpt":0.35157622162793556,"score_spread":0.3255851889493339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382182840","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91553056,0.0032966135,0.00001999506,0.07744849,0.0001074796,0.003394939,0.000104277875,0.00008054975,0.000017085295],"genre_scores_gemma":[0.9952219,0.0019086787,0.000034377543,0.0017609064,0.00014166108,0.00039181512,0.00037529043,0.000028332957,0.00013700592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99558586,0.0010402055,0.0011417083,0.0005334041,0.0008944069,0.0008044054],"domain_scores_gemma":[0.9969807,0.0007831783,0.0010296325,0.0003083543,0.00026196186,0.00063615286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008809678,0.00022792001,0.0006598707,0.00024958243,0.0008910334,0.00017571887,0.00011461807,0.000104403625,0.0000016118397],"category_scores_gemma":[0.00044150653,0.00015090857,0.00003080387,0.0009471216,0.00014783777,0.00030272605,0.00007129314,0.00052113394,0.0000010640433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005066241,0.0001511922,0.89486665,0.0002951349,0.00002665942,5.7601727e-7,0.015721945,0.0000010077483,1.5046894e-7,0.000023407885,0.000651138,0.08821151],"study_design_scores_gemma":[0.003133584,0.0012866141,0.99020636,0.00008997138,7.938213e-7,0.0000055962887,0.0033907057,0.00030223985,5.8567398e-8,0.000016807815,0.0014589777,0.00010829136],"about_ca_topic_score_codex":0.0061820033,"about_ca_topic_score_gemma":0.010196135,"teacher_disagreement_score":0.095339745,"about_ca_system_score_codex":0.0005108974,"about_ca_system_score_gemma":0.0019282487,"threshold_uncertainty_score":0.93453807},"labels":[],"label_agreement":null},{"id":"W4382203134","doi":"10.1097/qai.0000000000003242","title":"Tobacco Smoking and Pack-Years Are Associated With Frailty Among People With HIV","year":2023,"lang":"en","type":"article","venue":"JAIDS Journal of Acquired Immune Deficiency Syndromes","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse; National Heart, Lung, and Blood Institute; National Institute on Aging; National Institute on Alcohol Abuse and Alcoholism; Agency for Healthcare Research and Quality","keywords":"Medicine; Confidence interval; Population; Proportional hazards model; Demographics; Demography; Smoking cessation; Gerontology; Internal medicine; Environmental health","score_opus":0.01832172874587934,"score_gpt":0.2503522500067738,"score_spread":0.23203052126089446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382203134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966991,0.0011660719,0.00006894181,0.0010337252,0.00026847792,0.00031549888,0.000017275408,0.00019386983,0.00023703012],"genre_scores_gemma":[0.997742,0.00024181884,0.00034313957,0.000059159032,0.00004709616,0.000010245337,0.000024899617,0.000095791605,0.0014358414],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99696946,0.000111234425,0.0008055104,0.00035645175,0.0010686439,0.0006887158],"domain_scores_gemma":[0.99748033,0.0004045132,0.00093764026,0.0004516101,0.00048632413,0.00023956576],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010645485,0.0003533889,0.0010350851,0.0007918327,0.00020679637,0.00011517081,0.0003099797,0.00018271686,0.00005920231],"category_scores_gemma":[0.0010454159,0.0002547645,0.00017374221,0.0023594592,0.00034325046,0.00056330644,0.000112643655,0.00035178516,0.000028890574],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028891215,0.00021086088,0.9886978,0.00009906133,0.00056971976,0.0023794575,0.0025853368,0.00016973059,0.0009919474,0.000016400983,0.0014548473,0.0025359164],"study_design_scores_gemma":[0.0041079875,0.0018797247,0.98348814,0.0024257002,0.000402127,0.0027014245,0.0040641576,0.00018644608,0.0003099424,0.000047185313,0.0000657525,0.00032139986],"about_ca_topic_score_codex":0.00006588822,"about_ca_topic_score_gemma":0.00007585184,"teacher_disagreement_score":0.005209657,"about_ca_system_score_codex":0.00017164672,"about_ca_system_score_gemma":0.00020774655,"threshold_uncertainty_score":0.99999046},"labels":[],"label_agreement":null},{"id":"W4382241211","doi":"10.21873/invivo.13277","title":"Usefulness of the Edmonton Frail Scale in Assessing the Impact of Heart Failure on Frailty","year":2023,"lang":"en","type":"article","venue":"In Vivo","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Internal medicine; Prospective cohort study; Incidence (geometry); Physical therapy; Rehabilitation; Activities of daily living; Cohort","score_opus":0.03970507270676885,"score_gpt":0.3462072946010086,"score_spread":0.3065022218942397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382241211","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99167275,0.000029728242,0.0000033343654,0.006127353,0.00014595875,0.0003836764,0.000019833682,0.000026506852,0.0015908532],"genre_scores_gemma":[0.9992564,0.0000034681118,0.00005984677,0.00013444418,0.00006054893,0.000019946234,0.000002483907,0.000021514168,0.00044137333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986639,0.00013788854,0.00035240425,0.00018595197,0.00039791118,0.00026195194],"domain_scores_gemma":[0.998818,0.0003640588,0.000104577746,0.0006141754,0.000058576294,0.000040608367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048419496,0.00013516255,0.00033564464,0.00015898437,0.000035090627,0.00001216686,0.00023081129,0.000119162185,0.00013898943],"category_scores_gemma":[0.00043180847,0.00007303529,0.00015775092,0.0010306932,0.0001547576,0.000083142615,0.000083222854,0.00039514527,0.000014232851],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063330976,0.00025211132,0.9174079,0.00011318797,0.000028988228,0.000010092032,0.0030490197,0.0016875523,0.048321597,0.000025021362,0.027220447,0.001820773],"study_design_scores_gemma":[0.00097248907,0.00012297062,0.9506659,0.0009380601,0.000010158618,0.000007788734,0.00077679945,0.0007802415,0.044710413,0.0002014123,0.00074301835,0.000070762595],"about_ca_topic_score_codex":0.0028654868,"about_ca_topic_score_gemma":0.0017507789,"teacher_disagreement_score":0.033258006,"about_ca_system_score_codex":0.00012538463,"about_ca_system_score_gemma":0.00016005499,"threshold_uncertainty_score":0.4331778},"labels":[],"label_agreement":null},{"id":"W4382501946","doi":"10.1016/j.jgo.2023.101553","title":"Validity of a self-administered G8 screening test for older patients with cancer","year":2023,"lang":"en","type":"review","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"Princess Margaret Cancer Foundation","keywords":"Medicine; Polypharmacy; Test (biology); Internal consistency; Prospective cohort study; Cohort; Family medicine; Concurrent validity; Cancer; Physical therapy; Psychometrics; Internal medicine; Clinical psychology","score_opus":0.09149890548944602,"score_gpt":0.40638138921387845,"score_spread":0.31488248372443245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382501946","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013120206,0.9909024,0.0003846821,0.00042087314,0.0025265443,0.003656345,0.00051184517,0.000055338132,0.00022991966],"genre_scores_gemma":[0.00011163387,0.98392004,0.0130922245,0.000069436195,0.0017499608,0.00011628453,0.000065472996,0.00013652415,0.00073842175],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965426,0.00020885828,0.001987703,0.00030803637,0.00054650597,0.00040631974],"domain_scores_gemma":[0.9913837,0.002609185,0.00423113,0.0003191069,0.0011957395,0.00026114564],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008231546,0.00041619712,0.0039807004,0.00069392135,0.000051386003,0.000012119464,0.00032759793,0.00057557464,0.00009961227],"category_scores_gemma":[0.0011643391,0.0002773928,0.0008072713,0.0007218865,0.00006704576,0.00007989562,0.00008195911,0.00071630615,0.000008315767],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041120037,0.0015388657,0.005438539,0.047854874,0.0019383439,0.00020394805,0.00022972657,0.0000015498176,5.369751e-7,0.0000014877113,0.02487009,0.9175108],"study_design_scores_gemma":[0.0074638254,0.009881683,0.0062615816,0.016794406,0.010701768,0.00052422634,0.00002906208,0.0000043396167,0.0000011017386,0.0000056199974,0.948059,0.00027335246],"about_ca_topic_score_codex":0.00001641189,"about_ca_topic_score_gemma":0.000024250987,"teacher_disagreement_score":0.9231889,"about_ca_system_score_codex":0.0006989005,"about_ca_system_score_gemma":0.0035866098,"threshold_uncertainty_score":0.9999678},"labels":[],"label_agreement":null},{"id":"W4382601352","doi":"10.1136/bmjopen-2023-072399","title":"Optimising the care for older persons with complex chronic conditions in home care and nursing homes: design and protocol of I-CARE4OLD, an observational study using real-world data","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"Horizon 2020 Framework Programme; Canadian Institutes of Health Research; European Commission; Univerzita Karlova v Praze","keywords":"Medicine; Observational study; Protocol (science); Nursing homes; Nursing; Gerontology; Research design; Family medicine; Alternative medicine","score_opus":0.4975413717526721,"score_gpt":0.5254698123201483,"score_spread":0.02792844056747623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382601352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6047943,0.000029960625,0.0005053481,0.0007450427,0.000022935164,0.39320925,0.00052572327,0.00003772203,0.00012968437],"genre_scores_gemma":[0.9037315,0.0000016777867,0.024477903,0.000058517588,0.000084813386,0.07018898,0.001337165,0.000054615986,0.000064831074],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986368,0.00014504338,0.00027463483,0.0004126888,0.0002878755,0.0002429581],"domain_scores_gemma":[0.99864036,0.00025269325,0.00013714332,0.00068656256,0.00020951837,0.00007374236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054317794,0.00015157885,0.0003572681,0.00016601353,0.00029431784,0.00012133407,0.00032733614,0.000029538589,0.0000131508305],"category_scores_gemma":[0.00006219016,0.00011248221,0.000013988483,0.0005157266,0.00021144935,0.00039791662,0.00026121832,0.00010832881,2.473137e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026274363,0.0007253796,0.7722045,0.0049352176,0.00038096492,0.0001174707,0.18311082,0.01009085,0.0015349531,0.00020473963,0.0040126783,0.020054953],"study_design_scores_gemma":[0.007928344,0.0013226056,0.8253371,0.002984277,0.00016485849,0.00003337186,0.12501109,0.03687326,0.000040303978,0.00002339692,0.00008411189,0.00019728839],"about_ca_topic_score_codex":0.0012392031,"about_ca_topic_score_gemma":0.005551193,"teacher_disagreement_score":0.32302028,"about_ca_system_score_codex":0.00021270583,"about_ca_system_score_gemma":0.0006210541,"threshold_uncertainty_score":0.45868912},"labels":[],"label_agreement":null},{"id":"W4383070277","doi":"10.9778/cmajo.20220094","title":"Using the Hospital Frailty Risk Score to assess mortality risk in older medical patients admitted to the intensive care unit","year":2023,"lang":"en","type":"article","venue":"CMAJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Intensive care unit; Emergency medicine; Retrospective cohort study; Hospital admission; Cohort; Cohort study; Odds ratio; Risk of mortality; Intensive care medicine; Internal medicine","score_opus":0.12565317826329417,"score_gpt":0.40288266634476766,"score_spread":0.2772294880814735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383070277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98653835,0.000034507073,0.00014359455,0.007391785,0.00075450435,0.0042620227,0.00026123459,0.00006855832,0.0005454378],"genre_scores_gemma":[0.99371034,0.000020152995,0.00015793872,0.0052264105,0.00019564308,0.00020793088,0.00016713006,0.00005211291,0.0002623688],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99706215,0.00038935893,0.00046003106,0.0005563911,0.0010093765,0.00052266696],"domain_scores_gemma":[0.9968714,0.00036848875,0.00014795225,0.0011601712,0.0010257816,0.0004261935],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0008998621,0.00026372197,0.00043794847,0.00013203576,0.00028272663,0.00012393907,0.0012015385,0.0001726263,0.00029837724],"category_scores_gemma":[0.010263405,0.00015521282,0.000094405055,0.0014193184,0.00012787616,0.0001474378,0.0016789956,0.0008799891,0.00035866938],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067093555,0.000071636096,0.9569834,0.000025176005,0.000090857444,0.000096916876,0.017346034,0.00015196395,0.000004965381,0.0000063777143,0.015438261,0.0097173555],"study_design_scores_gemma":[0.0019805797,0.0002556961,0.9710444,0.0005823999,0.00012803127,0.0000045738598,0.021235963,0.00075727986,0.00011831297,0.00003654602,0.0036425884,0.0002136036],"about_ca_topic_score_codex":0.02057374,"about_ca_topic_score_gemma":0.013613557,"teacher_disagreement_score":0.014061061,"about_ca_system_score_codex":0.00019149395,"about_ca_system_score_gemma":0.00036989717,"threshold_uncertainty_score":0.9980736},"labels":[],"label_agreement":null},{"id":"W4383199478","doi":"10.1007/s11605-023-05720-x","title":"Emergency Colon Resection in the Geriatric Population: the Modified Frailty Index as a Risk Factor of Early Mortality","year":2023,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Odds ratio; Comorbidity; Population; Retrospective cohort study; Internal medicine; Context (archaeology); Risk factor; Mortality rate; Multivariate analysis; Surgery","score_opus":0.0694692766676557,"score_gpt":0.33276530561903866,"score_spread":0.26329602895138293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383199478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974128,0.000074559524,0.00024441307,0.0013723213,0.00047864998,0.00026630308,0.0000170343,0.000019293551,0.00011463036],"genre_scores_gemma":[0.9992134,0.000092787166,0.00007218272,0.00003438675,0.00045173673,0.0000066173325,0.0000060932216,0.000016886997,0.00010588915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99699324,0.00045256314,0.0011675669,0.00014712803,0.0009480065,0.00029147582],"domain_scores_gemma":[0.99691176,0.0011434281,0.0011424423,0.00031843234,0.00038714995,0.000096804906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025000607,0.00015856531,0.00044578928,0.0004365162,0.000098007775,0.00001932614,0.0002028371,0.000057182453,0.00012489306],"category_scores_gemma":[0.0047805873,0.00009336224,0.00035472625,0.0015055819,0.00006390762,0.00017209248,0.00003676072,0.00079941016,0.000011269012],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009496566,0.00012958169,0.99319565,0.000057778456,0.000044577435,0.00023648678,0.00037784805,0.0003586366,0.000561543,0.000009463803,0.0028930742,0.0011857233],"study_design_scores_gemma":[0.00048342795,0.00066921656,0.99543035,0.00030353092,0.00007471473,0.0015173483,0.00032481467,0.00049261586,0.00004475821,0.00056835415,0.00002397618,0.00006690231],"about_ca_topic_score_codex":0.0021365401,"about_ca_topic_score_gemma":0.00029879433,"teacher_disagreement_score":0.002869098,"about_ca_system_score_codex":0.0000978519,"about_ca_system_score_gemma":0.00018825468,"threshold_uncertainty_score":0.57231545},"labels":[],"label_agreement":null},{"id":"W4383302389","doi":"10.1080/09638288.2023.2232293","title":"What mobility factors are critical to include in a comprehensive mobility discharge assessment framework for older adults transitioning from hospital-to-home in the community? An international e-Delphi study","year":2023,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Delphi method; Rehabilitation; Scale (ratio); Cognition; Psychology; Medicine; Gerontology; Applied psychology; Physical therapy; Psychiatry; Geography","score_opus":0.03663111528385254,"score_gpt":0.39459161944174914,"score_spread":0.3579605041578966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383302389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9562556,0.000013699745,0.00092839875,0.034570232,0.0005501928,0.0072497926,0.00033838674,0.000091076145,0.0000026202651],"genre_scores_gemma":[0.99386495,0.000005218655,0.0031665394,0.00046193664,0.00007400189,0.0018801688,0.0005212945,0.000024836372,0.0000010640009],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996027,0.0013870634,0.0008050477,0.00082391925,0.00058709056,0.0003698576],"domain_scores_gemma":[0.9866608,0.011729313,0.000067921785,0.00097633665,0.00034903642,0.00021660276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002128463,0.00029336716,0.0005457517,0.00018027019,0.00028097178,0.0001546838,0.00031958605,0.00018322922,0.000030438201],"category_scores_gemma":[0.0052836193,0.0002342841,0.00013654771,0.0007173539,0.0005020785,0.0008706746,0.00014519136,0.0007706222,0.00000416109],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000547953,0.008913718,0.7304607,0.00035975137,0.000022123477,0.0000016146053,0.2576467,0.00021827946,0.00004002428,0.0001857784,0.000011773832,0.0015915795],"study_design_scores_gemma":[0.0014159903,0.0015271908,0.6290216,0.00061694224,0.000020244564,2.7707466e-7,0.35970685,0.00089652045,0.000005144826,0.006628001,0.0000061080223,0.00015516061],"about_ca_topic_score_codex":0.0019496599,"about_ca_topic_score_gemma":0.005157487,"teacher_disagreement_score":0.10206013,"about_ca_system_score_codex":0.00046195547,"about_ca_system_score_gemma":0.00004153715,"threshold_uncertainty_score":0.9553828},"labels":[],"label_agreement":null},{"id":"W4383337697","doi":"10.1371/journal.pone.0287857","title":"Perspectives and experiences of the first geriatricians trained in Canada","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Subspecialty; Geriatrics; Thematic analysis; Medicine; Qualitative research; Family medicine; Medical education; Gerontology; Nursing; Sociology; Psychiatry","score_opus":0.027353839388010236,"score_gpt":0.21970521952880753,"score_spread":0.1923513801407973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383337697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99088776,0.00020790954,1.246462e-7,0.008015741,0.000029090317,0.00019473596,0.0000051857733,0.000013379209,0.0006460721],"genre_scores_gemma":[0.9993092,0.000054293687,0.00004944965,0.00010086595,0.000032025855,0.000027348065,7.4352494e-7,0.000005572786,0.00042054753],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99946344,0.000010172354,0.000100041056,0.00010153606,0.00021614031,0.000108676824],"domain_scores_gemma":[0.99973196,0.000067723915,0.000025324114,0.00012002567,0.000027192766,0.00002775999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000040465195,0.00004660098,0.00013858941,0.000041157964,0.000025316498,0.0000022575862,0.000057789603,0.000015985626,0.00004570906],"category_scores_gemma":[0.00021168613,0.000033007607,0.0000122402635,0.00033154123,0.000057714657,0.000019024588,0.000024693978,0.00006111922,0.0000011590113],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009832865,0.0007087036,0.35784933,0.0005668514,0.00019407056,0.0000801887,0.6286426,0.0000073450606,0.007723698,0.00010396183,0.0032798892,0.000744999],"study_design_scores_gemma":[0.0008822963,0.00008742866,0.7184471,0.00032010835,0.00004215476,0.000003261808,0.27015883,0.0005227956,0.0093781985,0.000027061387,0.000052984928,0.00007779233],"about_ca_topic_score_codex":0.24925238,"about_ca_topic_score_gemma":0.7330569,"teacher_disagreement_score":0.48380452,"about_ca_system_score_codex":0.000093195165,"about_ca_system_score_gemma":0.00022632805,"threshold_uncertainty_score":0.7557469},"labels":[],"label_agreement":null},{"id":"W4383483984","doi":"10.1089/neu.2023.0176","title":"Prognostic Value of Frailty for Outcome Following Traumatic Brain Injury: A Systematic Review and Meta-Analysis","year":2023,"lang":"en","type":"review","venue":"Journal of Neurotrauma","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Glasgow Outcome Scale; Odds ratio; Traumatic brain injury; Confidence interval; Internal medicine; MEDLINE; Confounding; Prospective cohort study; Psychiatry","score_opus":0.3925033767187863,"score_gpt":0.47831275740143137,"score_spread":0.08580938068264504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383483984","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000054034874,0.9889291,0.0001808292,0.0014442749,0.00017454907,0.008981466,0.00018663704,0.000033768007,0.000015325102],"genre_scores_gemma":[0.00014658207,0.9959514,0.0010834098,0.0008652754,0.00008840977,0.00057674065,0.000026488484,0.00018781885,0.001073858],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99074703,0.00093663565,0.0063029747,0.0004717089,0.0011315969,0.0004100631],"domain_scores_gemma":[0.9882495,0.00456694,0.005525796,0.0009133116,0.00040801938,0.00033643987],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.0035937137,0.0007942412,0.023463482,0.0013452639,0.000059521884,0.00005263686,0.00055903394,0.00028140735,0.000040922823],"category_scores_gemma":[0.013015232,0.0004840338,0.01397115,0.0018586135,0.000066236076,0.00015265842,0.00008087253,0.00087711937,0.000010983081],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007823015,0.000093261035,0.0000049605064,0.82458544,0.17296444,0.00015055462,0.00006818864,0.0000010583736,3.3968095e-7,0.000013079185,0.0005503034,0.0015605538],"study_design_scores_gemma":[0.00040472735,0.0007249141,0.000023370472,0.21027784,0.7837643,0.0007293218,0.000018314167,0.000018014141,2.765109e-7,0.000027810036,0.0037618089,0.0002493052],"about_ca_topic_score_codex":0.0000052693877,"about_ca_topic_score_gemma":0.000003889213,"teacher_disagreement_score":0.6143076,"about_ca_system_score_codex":0.000109698856,"about_ca_system_score_gemma":0.00028162778,"threshold_uncertainty_score":0.9997611},"labels":[],"label_agreement":null},{"id":"W4383653266","doi":"10.1016/j.jgo.2023.101584","title":"Predictors and effects of toxicity experienced by older adults with cancer receiving systemic therapy in a randomized clinical trial of geriatric assessment","year":2023,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University of Calgary; McGill University; University Health Network; University of Toronto; Ottawa Hospital; BC Cancer Agency","funders":"","keywords":"Medicine; Toxicity; Quality of life (healthcare); Geriatric oncology; Odds ratio; Population; Clinical trial; Randomized controlled trial; Internal medicine; Cancer; Logistic regression; Environmental health","score_opus":0.015271552225944427,"score_gpt":0.36995419471486535,"score_spread":0.3546826424889209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383653266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99190325,0.002770338,0.00018161633,0.00052745594,0.0019072553,0.002632237,0.000006154248,0.000017325345,0.000054364464],"genre_scores_gemma":[0.9791807,0.019329686,0.000665763,0.00005958082,0.00051119877,0.00015468943,0.0000027572703,0.000026285295,0.00006932132],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9947583,0.0016186001,0.002431576,0.00029155385,0.00058611785,0.00031384316],"domain_scores_gemma":[0.9915659,0.0052698944,0.0023822684,0.00021643836,0.00036865316,0.00019688542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045108865,0.00022949216,0.0028136403,0.00062418525,0.00002610723,0.0000074438144,0.0001787361,0.00033203853,0.00004130208],"category_scores_gemma":[0.0018016982,0.00015071608,0.00030575343,0.0009620836,0.0002524558,0.00011672143,0.000041380943,0.00052382314,3.8973363e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.86592054,0.0021067124,0.06675506,0.0011954397,0.0009317069,0.00029387366,0.007962935,0.000039269085,0.008375661,0.0000027508363,0.002757584,0.04365848],"study_design_scores_gemma":[0.90476125,0.017662138,0.07252786,0.0015469614,0.00046012495,0.00024342374,0.0009718416,0.00032939744,0.0012377093,0.000008029934,0.000091648006,0.00015958697],"about_ca_topic_score_codex":0.00014235289,"about_ca_topic_score_gemma":0.000024416486,"teacher_disagreement_score":0.043498892,"about_ca_system_score_codex":0.00029125143,"about_ca_system_score_gemma":0.0011354014,"threshold_uncertainty_score":0.6146023},"labels":[],"label_agreement":null},{"id":"W4383710946","doi":"10.1093/pm/pnad097","title":"Frailty predicts knee pain trajectory over 9 years: results from the Osteoarthritis Initiative","year":2023,"lang":"en","type":"article","venue":"Pain Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; National Natural Science Foundation of China; National Institute of Arthritis and Musculoskeletal and Skin Diseases; U.S. Department of Health and Human Services","keywords":"Osteoarthritis; Medicine; Physical therapy; Confounding; Cohort; Knee pain; Prospective cohort study; Cohort study; Preferred walking speed; Odds ratio; Gait; Pain catastrophizing; Physical medicine and rehabilitation; Chronic pain; Internal medicine","score_opus":0.0425266949162523,"score_gpt":0.2862116151763991,"score_spread":0.2436849202601468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383710946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.811019,0.007403927,0.0015429801,0.14771768,0.0027978856,0.004235566,0.001368877,0.00244278,0.021471318],"genre_scores_gemma":[0.9521183,0.00061225856,0.0003403887,0.036210667,0.0045367023,0.00017184846,0.0022331367,0.00011925847,0.0036574348],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9955257,0.0013108131,0.00074772455,0.00064722553,0.0011438867,0.0006246366],"domain_scores_gemma":[0.98919773,0.009137662,0.00019369686,0.0009901432,0.00014650833,0.00033428776],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0065169777,0.00034698893,0.00060649024,0.0001952714,0.0001366822,0.000018521043,0.0002967447,0.00022990223,0.0010141229],"category_scores_gemma":[0.022370815,0.00024151521,0.00013220956,0.0009599089,0.0005689798,0.000103682425,0.000093015944,0.00074931455,0.00043548265],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049545435,0.000059490132,0.010423975,0.00007148286,0.00018043487,0.0006978234,0.017170804,0.000009028905,0.0011673782,0.000019242463,0.80195946,0.16774544],"study_design_scores_gemma":[0.019332416,0.0031865,0.6322955,0.0043052277,0.00024274996,0.000023867431,0.007167923,0.0026776367,0.00017905013,0.00096643553,0.329185,0.00043771192],"about_ca_topic_score_codex":0.0008919046,"about_ca_topic_score_gemma":0.0004299443,"teacher_disagreement_score":0.6218715,"about_ca_system_score_codex":0.00012059234,"about_ca_system_score_gemma":0.0001699349,"threshold_uncertainty_score":0.9998991},"labels":[],"label_agreement":null},{"id":"W4383909131","doi":"10.3390/curroncol30070486","title":"The Impact of Frailty on Palliative Care Receipt, Emergency Room Visits and Hospital Deaths in Cancer Patients: A Registry-Based Study","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Receipt; Palliative care; Place of death; Cancer registry; Medical emergency; Emergency medicine; Cancer; Emergency department; Family medicine; Gerontology; Nursing; Internal medicine; World Wide Web","score_opus":0.08987957069921118,"score_gpt":0.45451770216421017,"score_spread":0.364638131464999,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383909131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948949,0.001386606,0.000002683371,0.0007483895,0.0011752674,0.0014031392,0.00014031006,0.000035556823,0.0002131422],"genre_scores_gemma":[0.99893755,0.0005200804,0.0000065370027,0.000011180186,0.00009508199,0.0002553127,0.00008765378,0.000019795927,0.00006683814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845004,0.00019809204,0.000404988,0.0003508348,0.0002667662,0.0003292618],"domain_scores_gemma":[0.9987741,0.00025887642,0.00021992874,0.00032199142,0.0003149601,0.000110120745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017781738,0.00019828996,0.0003959101,0.00013737215,0.0000748257,0.0000051643487,0.00014190146,0.00010029587,0.000054691507],"category_scores_gemma":[0.000681695,0.00013163383,0.00009592422,0.00048046323,0.00004326901,0.00003003566,0.00007234287,0.00035671424,0.00001199811],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028425266,0.0016493275,0.90946174,0.00007881744,0.00007400168,0.000015262645,0.0070697973,0.000058477384,0.000010794117,0.0000041496673,0.006509176,0.07478422],"study_design_scores_gemma":[0.004818189,0.009505595,0.9806802,0.00022415048,0.00005330927,1.4757835e-7,0.0024909924,0.0002592545,0.000031009462,0.00003594415,0.0017759313,0.00012522095],"about_ca_topic_score_codex":0.00045140606,"about_ca_topic_score_gemma":0.001924352,"teacher_disagreement_score":0.074659,"about_ca_system_score_codex":0.00068305095,"about_ca_system_score_gemma":0.0003500055,"threshold_uncertainty_score":0.5367872},"labels":[],"label_agreement":null},{"id":"W4384126568","doi":"10.1007/s10522-023-10041-2","title":"Measuring healthy ageing: current and future tools","year":2023,"lang":"en","type":"review","venue":"Biogerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"William Osler Health System","funders":"Fundação para a Ciência e a Tecnologia; Universidade do Algarve","keywords":"Ageing; Healthy ageing; Population ageing; Gerontology; Disease; Healthy aging; Medicine; Biological age; Population; Pathology; Environmental health; Internal medicine","score_opus":0.2842724373270033,"score_gpt":0.4104328898665235,"score_spread":0.12616045253952018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384126568","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012630446,0.99331737,0.0000082534825,0.0013803567,0.0031064586,0.0012578368,0.000073842304,0.000255631,0.0005876159],"genre_scores_gemma":[0.0000022499855,0.9960388,0.00017186765,0.0001285748,0.0026552572,0.00017226744,0.00028474064,0.00009571204,0.00045050718],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975527,0.0002032761,0.0007182101,0.00070602377,0.00024006904,0.00057970616],"domain_scores_gemma":[0.99848354,0.0002640209,0.0002878194,0.0005856078,0.00006428913,0.0003147278],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002846316,0.00048803972,0.0024298807,0.00030945704,0.00008033704,0.000026867803,0.00018398456,0.00068435015,0.000057920322],"category_scores_gemma":[0.00024565798,0.0003874227,0.00033136475,0.0002691986,0.00011739951,0.000047620128,0.0001467538,0.00080205686,0.00038355077],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015409678,0.000035507455,0.00002204058,0.038117707,0.00016442307,0.00023476442,0.0000643726,1.87879e-9,1.0874256e-7,0.00016236026,0.006515801,0.9546675],"study_design_scores_gemma":[0.00048484298,0.00020875735,0.00026648812,0.010212404,0.000737333,0.0008437619,0.000021439353,6.094362e-7,1.2167229e-7,0.000014978579,0.9869283,0.00028098346],"about_ca_topic_score_codex":0.000051222403,"about_ca_topic_score_gemma":0.00017247013,"teacher_disagreement_score":0.9804125,"about_ca_system_score_codex":0.00023598023,"about_ca_system_score_gemma":0.00041677683,"threshold_uncertainty_score":0.9998578},"labels":[],"label_agreement":null},{"id":"W4384207811","doi":"10.1016/j.mad.2023.111851","title":"Preserving the discreteness of deficits during coding leads to a lower frailty index in individuals living in long-term care","year":2023,"lang":"en","type":"article","venue":"Mechanisms of Ageing and Development","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surrey Memorial Hospital; Fraser Health","funders":"Canadian Institutes of Health Research","keywords":"Statistics; Mathematics; Demography; Coding (social sciences); Medicine; Gerontology","score_opus":0.023296103012647486,"score_gpt":0.27713219730499217,"score_spread":0.25383609429234466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384207811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99718183,0.00011778096,0.001728089,0.00018549446,0.00010328894,0.0005398523,0.000004217884,0.00004013637,0.00009931268],"genre_scores_gemma":[0.9979305,0.000028798308,0.0017419758,0.00004650206,0.0000126802515,0.0000625367,0.000009476078,0.000026315782,0.0001412098],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982904,0.000052868923,0.00053629215,0.00031082565,0.0004385496,0.00037105463],"domain_scores_gemma":[0.9992979,0.00019104424,0.00011086313,0.00024842762,0.000072220486,0.000079534504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006212346,0.0001803613,0.00039197525,0.00048263665,0.00008325161,0.00002154216,0.00019475997,0.00009407701,0.000017450542],"category_scores_gemma":[0.0003237384,0.0001466702,0.00003254104,0.00060216326,0.000026502692,0.00008119835,0.00051562436,0.00019835761,0.0000033414208],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047855756,0.0000644831,0.92575115,0.002035078,0.00004209286,0.00017568815,0.03963995,0.0006598485,0.025313305,0.000085473584,0.0000068017303,0.006178244],"study_design_scores_gemma":[0.0006959583,0.00006233026,0.92592776,0.0059477487,0.00000930086,0.000008168867,0.0034044657,0.00006399269,0.06366625,0.000060696533,0.0000032658922,0.00015007315],"about_ca_topic_score_codex":0.0001731581,"about_ca_topic_score_gemma":0.0011401563,"teacher_disagreement_score":0.03835294,"about_ca_system_score_codex":0.00011119571,"about_ca_system_score_gemma":0.000112206995,"threshold_uncertainty_score":0.5981037},"labels":[],"label_agreement":null},{"id":"W4384296980","doi":"10.1007/s40520-023-02491-y","title":"Correlation of frailty assessment metrics in one-year follow-up of aged care residents: a sub-study of a randomised controlled trial","year":2023,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Department of Health and Aged Care, Australian Government; University of South Australia","keywords":"Medicine; Correlation; Gerontology; Randomized controlled trial; MEDLINE; Physical therapy; Pediatrics; Internal medicine","score_opus":0.19924585370134187,"score_gpt":0.5068813414567782,"score_spread":0.30763548775543637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384296980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99394417,0.00038319646,0.0000062759227,0.00010601657,0.0002519373,0.004656041,0.000006418112,0.000016750188,0.00062920514],"genre_scores_gemma":[0.99916506,0.00015028316,0.0000881383,0.000008986333,0.00006145159,0.00023309019,0.000024685287,0.00001770208,0.00025059527],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99533397,0.0011364209,0.0014748538,0.00036396948,0.0014046552,0.00028612957],"domain_scores_gemma":[0.9942385,0.0046988544,0.00023640967,0.00033483427,0.00035214872,0.00013927951],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004944665,0.0001226549,0.0011158655,0.00064015586,0.000056653265,0.000011087465,0.00014621486,0.0001367385,0.000039044626],"category_scores_gemma":[0.0062498488,0.00010279661,0.0002082471,0.0011433972,0.0002866472,0.00006711636,0.00022555437,0.00055609486,0.00000361445],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.54169005,0.0042334497,0.42448857,0.00024791807,0.00038029402,0.00003529858,0.009383429,0.000011161561,0.01749491,0.00002937835,0.00034725387,0.0016582418],"study_design_scores_gemma":[0.75464773,0.006096608,0.20898198,0.00034588855,0.00006610354,3.216528e-7,0.02137955,0.00060785626,0.007768273,0.00003288782,0.00000226228,0.00007052018],"about_ca_topic_score_codex":0.0012222542,"about_ca_topic_score_gemma":0.00012785458,"teacher_disagreement_score":0.21550661,"about_ca_system_score_codex":0.00008509038,"about_ca_system_score_gemma":0.00021238798,"threshold_uncertainty_score":0.74821043},"labels":[],"label_agreement":null},{"id":"W4384436154","doi":"10.1016/j.jgo.2023.101586","title":"Implementing geriatric assessment and management for older Canadians with cancer: Adherence to and satisfaction with the intervention, results of the 5C study","year":2023,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University; Sinai Health System; Université de Montréal; Royal Columbian Hospital; Ottawa Hospital; University Health Network; Health Sciences Centre; Jewish General Hospital; Sunnybrook Health Science Centre; BC Cancer Agency; Mount Sinai Hospital; University of Calgary; Princess Margaret Cancer Centre; Lakeridge Health; McGill University; Regional Municipality of Durham; University of Toronto","funders":"Canadian Cancer Society Research Institute; Canadian Cancer Society","keywords":"Medicine; Psychosocial; Randomized controlled trial; Intervention (counseling); Family medicine; Physical therapy; Gerontology; Nursing; Psychiatry; Internal medicine","score_opus":0.021581164268672876,"score_gpt":0.36815518504142164,"score_spread":0.3465740207727488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384436154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863541,0.00011939026,0.00040709446,0.010822788,0.00028147676,0.0018547609,0.000022387023,0.0000063308084,0.00013168136],"genre_scores_gemma":[0.9971354,0.0002100699,0.0016354945,0.00013030495,0.00014917749,0.00010822587,0.0000013665347,0.000013446435,0.0006165019],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987108,0.00011621836,0.0005002919,0.0001669858,0.00026883013,0.00023686727],"domain_scores_gemma":[0.9986474,0.00020900927,0.00063041557,0.00016237734,0.0002578585,0.000092938484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011838678,0.00010847992,0.0003103775,0.00023228374,0.00014718434,0.000020179525,0.00010105518,0.00003314603,0.000013873555],"category_scores_gemma":[0.00004246951,0.00005525311,0.000044340097,0.0005971297,0.00004362312,0.000058466365,0.00008470693,0.0001542224,2.1872441e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026305767,0.00032470046,0.6040266,0.00052551454,0.0012764027,0.00012365564,0.006720463,0.00021891782,0.00019970369,0.00005145119,0.03251727,0.35138473],"study_design_scores_gemma":[0.008601832,0.0078004804,0.9664583,0.00014377358,0.0007381712,0.00016125545,0.010094241,0.000039475468,0.000014478849,0.000013678748,0.0058690137,0.000065251035],"about_ca_topic_score_codex":0.004824031,"about_ca_topic_score_gemma":0.064203076,"teacher_disagreement_score":0.36243173,"about_ca_system_score_codex":0.00027558522,"about_ca_system_score_gemma":0.0003080746,"threshold_uncertainty_score":0.95287275},"labels":[],"label_agreement":null},{"id":"W4384498679","doi":"10.1200/jco.23.00933","title":"Practical Assessment and Management of Vulnerabilities in Older Patients Receiving Systemic Cancer Therapy: ASCO Guideline Update","year":2023,"lang":"en","type":"review","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":421,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"National Institute on Minority Health and Health Disparities; National Cancer Institute; National Institute on Aging","keywords":"Medicine; Guideline; Geriatric oncology; Polypharmacy; Psychological intervention; Randomized controlled trial; Clinical trial; MEDLINE; Geriatrics; Family medicine; Population; Cancer; Gerontology; Intensive care medicine; Internal medicine; Psychiatry; Pathology","score_opus":0.29371972622551945,"score_gpt":0.593498540390338,"score_spread":0.29977881416481855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384498679","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0051153563,0.9839403,0.000075031305,0.005002375,0.0033037735,0.0019850808,0.000026539878,0.000015887756,0.00053566863],"genre_scores_gemma":[0.0006448508,0.9903967,0.0073085465,0.000449994,0.00067350274,0.00007083924,0.00002048469,0.000063647894,0.00037143164],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98822993,0.0017493662,0.008551801,0.0003971204,0.0007496312,0.0003221675],"domain_scores_gemma":[0.9877707,0.005119341,0.0057470943,0.00037152597,0.00071846554,0.00027287024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008743603,0.0003535065,0.006285201,0.00029820195,0.000021554215,0.000012299198,0.00023801354,0.0007870453,0.00012548883],"category_scores_gemma":[0.0025088834,0.00023215287,0.0007432297,0.00030977873,0.00021077626,0.00011934931,0.0002053769,0.00223027,0.000008294055],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002783544,0.001371451,0.0078896275,0.01857438,0.0017663297,0.0005422331,0.000043358395,0.000003341386,4.5472852e-8,0.00005004431,0.012934024,0.9565468],"study_design_scores_gemma":[0.008993726,0.0042978846,0.030008283,0.083456166,0.0025202557,0.00034624283,0.00017584482,0.000025973543,1.0142775e-7,0.000063325344,0.86987853,0.00023369472],"about_ca_topic_score_codex":0.000038824983,"about_ca_topic_score_gemma":0.000058232657,"teacher_disagreement_score":0.95631313,"about_ca_system_score_codex":0.0007641,"about_ca_system_score_gemma":0.0030378643,"threshold_uncertainty_score":0.9689538},"labels":[],"label_agreement":null},{"id":"W4384500455","doi":"10.20944/preprints202305.0731.v2","title":"Utility of VIG-Frail Index in a ED Short-Stay Unit: Frailty and Mortality Correlation","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Victoria","keywords":"Medicine; Emergency department; Observational study; Gerontology; Dementia; Prospective cohort study; Internal medicine; Disease","score_opus":0.24692761795497983,"score_gpt":0.4095489740007217,"score_spread":0.16262135604574188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384500455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99104995,0.00013318569,0.0005578967,0.00047697782,0.000716547,0.0019676832,0.00016157338,0.00027684463,0.004659361],"genre_scores_gemma":[0.9972443,0.00024948124,0.00014386323,0.00006869379,0.00011299143,0.00014848755,0.00035203475,0.000079081634,0.0016010939],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99555093,0.00030499534,0.0013716235,0.001460122,0.00083137886,0.00048094318],"domain_scores_gemma":[0.9963304,0.00029595426,0.00039950907,0.0023303747,0.0003608006,0.000282982],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016513905,0.00052920636,0.001193536,0.00042716245,0.00005075295,0.000013492356,0.0004164806,0.0009498087,0.00083248696],"category_scores_gemma":[0.0017565672,0.00057215657,0.00023360332,0.00044402416,0.00039064177,0.000117948184,0.0021981678,0.0021665448,0.0001996148],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024730994,0.0003374014,0.99332345,0.0013076365,0.00025403063,0.00005840422,0.0014991508,0.0002519722,0.00073126925,0.000034219094,0.00008160301,0.0018735349],"study_design_scores_gemma":[0.001300384,0.000032526143,0.98181844,0.0011072326,0.0001891904,0.0000115266375,0.00022484266,0.009559441,0.0027041712,0.0024044437,0.00026917976,0.00037862995],"about_ca_topic_score_codex":0.0041366294,"about_ca_topic_score_gemma":0.0019294072,"teacher_disagreement_score":0.011505037,"about_ca_system_score_codex":0.00014980172,"about_ca_system_score_gemma":0.00048286043,"threshold_uncertainty_score":0.999673},"labels":[],"label_agreement":null},{"id":"W4384524944","doi":"10.1186/s40814-023-01346-7","title":"The Geras virtual frailty rehabilitation program to build resilience in older adults with frailty during COVID-19: a randomized feasibility trial","year":2023,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; University of Toronto; Dalhousie University; Hamilton Health Sciences; Queen's University; McMaster University; Impact","funders":"McMaster University","keywords":"Randomized controlled trial; Coronavirus disease 2019 (COVID-19); Resilience (materials science); Rehabilitation; 2019-20 coronavirus outbreak; Gerontology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Psychology; Medicine; Physical therapy","score_opus":0.10475350930157307,"score_gpt":0.410291324569402,"score_spread":0.3055378152678289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384524944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9515724,0.0007561234,0.000049732356,0.02475096,0.00030013427,0.021978019,0.000026115287,0.00049961,0.000066898596],"genre_scores_gemma":[0.9936626,0.0003146011,0.00066741754,0.0003910399,0.00015359255,0.004031708,0.000014971364,0.00003611682,0.00072795845],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9949248,0.0008658576,0.001132012,0.0013990242,0.00087653677,0.0008017791],"domain_scores_gemma":[0.9911234,0.0065752757,0.00021609517,0.0011021539,0.00045811167,0.000524973],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004814087,0.00048606895,0.0013740172,0.00024848623,0.00081827515,0.000089242494,0.00024340015,0.00011895783,0.000012358953],"category_scores_gemma":[0.044599734,0.00029872093,0.00019450406,0.00134824,0.0018069359,0.00021579258,0.00033736756,0.0004932476,0.00001842973],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8099452,0.00128782,0.15834269,0.00085701566,0.00019892998,0.00003247276,0.022299316,0.000044534077,0.000057201465,0.00008132611,0.0009868037,0.005866654],"study_design_scores_gemma":[0.4481276,0.0059809773,0.5304422,0.00045669274,0.00009253055,0.000011586162,0.0131653,0.00022740742,0.000040251653,0.00095590577,0.00016742098,0.00033214202],"about_ca_topic_score_codex":0.0005056142,"about_ca_topic_score_gemma":0.00549644,"teacher_disagreement_score":0.37209952,"about_ca_system_score_codex":0.0006195979,"about_ca_system_score_gemma":0.00030785377,"threshold_uncertainty_score":0.9999465},"labels":[],"label_agreement":null},{"id":"W4384571865","doi":"10.1590/1981-22562023026.230057.pt","title":"Fragilidade em pessoas idosas na comunidade: estudo comparativo de instrumentos de triagem","year":2023,"lang":"pt","type":"article","venue":"Revista Brasileira de Geriatria e Gerontologia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Psychology; Medicine","score_opus":0.048428431809154036,"score_gpt":0.33096791250505153,"score_spread":0.2825394806958975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384571865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783345,0.007495413,0.0028050123,0.0016355999,0.0020954544,0.004005619,0.000402445,0.0016549381,0.0015710298],"genre_scores_gemma":[0.9813045,0.00089715637,0.0027271118,0.0012160089,0.0022567795,0.00039823668,0.0005374189,0.00033285032,0.01032992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.986057,0.0031379703,0.002925721,0.002134768,0.001448006,0.004296541],"domain_scores_gemma":[0.9912767,0.002299288,0.0014689346,0.0028552646,0.0003841534,0.0017156502],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0052262163,0.0018678594,0.003640362,0.0008845567,0.0008637975,0.0011257733,0.0021368677,0.0018211633,0.0023536005],"category_scores_gemma":[0.0046376134,0.0019384274,0.0011599053,0.0027199483,0.0005784707,0.0005149661,0.00087714323,0.0028040574,0.0034604364],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029803547,0.0012495598,0.71659523,0.003978365,0.0022234407,0.0033471677,0.028230337,0.0001958126,0.008011608,0.0033970268,0.21805345,0.0117376745],"study_design_scores_gemma":[0.016857969,0.001780313,0.93732655,0.0023456374,0.0023217348,0.0011585839,0.013576218,0.011220657,0.0011097639,0.00010728914,0.009820249,0.0023750104],"about_ca_topic_score_codex":0.0007689764,"about_ca_topic_score_gemma":0.0003177721,"teacher_disagreement_score":0.22073136,"about_ca_system_score_codex":0.0032230744,"about_ca_system_score_gemma":0.0026459454,"threshold_uncertainty_score":0.9999111},"labels":[],"label_agreement":null},{"id":"W4384572124","doi":"10.1590/1981-22562023026.230057.en","title":"Frailty in community-dwelling older adults: a comparative study of screening instruments","year":2023,"lang":"en","type":"article","venue":"Revista Brasileira de Geriatria e Gerontologia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Gerontology; Medicine; Context (archaeology); Pearson product-moment correlation coefficient; Correlation; Kappa; Demography; Statistics","score_opus":0.0811618990315584,"score_gpt":0.35606087846894907,"score_spread":0.27489897943739067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384572124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99593663,0.00030266924,0.00023407252,0.000058341197,0.00015590219,0.0025538423,0.000034294582,0.0002860062,0.0004382541],"genre_scores_gemma":[0.99769735,0.00003131395,0.0016643922,0.00007856608,0.000094857416,0.00013388458,0.000121616686,0.00004899516,0.00012903938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99572533,0.001165533,0.0012899708,0.0005295069,0.00053529843,0.0007543324],"domain_scores_gemma":[0.9973428,0.000706076,0.00048790188,0.001060304,0.00019262439,0.00021027219],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016480763,0.0004361474,0.0014240267,0.00054587726,0.00020102624,0.00005801328,0.0005196909,0.0002648777,0.00012964691],"category_scores_gemma":[0.00067691144,0.0004223624,0.00018855087,0.0014447661,0.00014359069,0.00020087008,0.0002887403,0.0011316343,0.00006540995],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010640605,0.0014433028,0.9569847,0.00073284534,0.00024844924,0.00012608049,0.032498855,0.0001177779,0.0006208776,0.000037226837,0.0007798303,0.0053459895],"study_design_scores_gemma":[0.010261518,0.0012424889,0.94290346,0.001495365,0.00013661482,0.00003284984,0.04168695,0.0016374263,0.00021652706,0.000008432596,0.0000539805,0.00032437217],"about_ca_topic_score_codex":0.0017782601,"about_ca_topic_score_gemma":0.0007959284,"teacher_disagreement_score":0.014081229,"about_ca_system_score_codex":0.00025496018,"about_ca_system_score_gemma":0.00015580253,"threshold_uncertainty_score":0.9998228},"labels":[],"label_agreement":null},{"id":"W4385068605","doi":"10.3389/fpubh.2023.1169083","title":"Digital health technology combining wearable gait sensors and machine learning improve the accuracy in prediction of frailty","year":2023,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"Guangzhou Municipal Science and Technology Project; National Natural Science Foundation of China; Guangdong Provincial Hospital of Traditional Chinese Medicine","keywords":"Machine learning; Wearable computer; Artificial intelligence; Gait; Computer science; Feature selection; Wearable technology; Gait analysis; Feature (linguistics); Identification (biology); Preferred walking speed; Physical medicine and rehabilitation; Medicine","score_opus":0.03847551720265994,"score_gpt":0.2960313146119115,"score_spread":0.25755579740925155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385068605","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80159086,0.002805452,0.0015997314,0.18965897,0.0010069566,0.0016948781,0.00012882859,0.00044516803,0.0010691847],"genre_scores_gemma":[0.9951576,0.0021277238,0.0009314997,0.0006113655,0.000043098407,0.000044030276,0.00011807726,0.000034860564,0.00093177316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975918,0.0001910819,0.00074331195,0.00038504295,0.00031646367,0.00077230396],"domain_scores_gemma":[0.9988562,0.00020902214,0.00031001773,0.0003434442,0.00006208212,0.00021926974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018508974,0.00017118918,0.00058061566,0.0010113296,0.00014818966,0.000038803053,0.00015598393,0.00016194586,0.000006913272],"category_scores_gemma":[0.0023550258,0.00014312606,0.000037365284,0.0018621702,0.0002213895,0.00029238494,0.00013090647,0.001068337,0.000004195046],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040375646,0.0001020755,0.6151338,0.00032555804,0.000028022081,0.00000943703,0.002778948,0.000072928866,0.000018396691,0.00010584706,0.008150497,0.3732341],"study_design_scores_gemma":[0.010998142,0.003459985,0.6612723,0.0017512942,0.000012673522,0.00015938429,0.043857623,0.16284601,0.00007015619,0.0017999085,0.11336545,0.00040706614],"about_ca_topic_score_codex":0.00058829325,"about_ca_topic_score_gemma":0.00007827151,"teacher_disagreement_score":0.37282702,"about_ca_system_score_codex":0.00040366148,"about_ca_system_score_gemma":0.0007032902,"threshold_uncertainty_score":0.5836511},"labels":[],"label_agreement":null},{"id":"W4385299790","doi":"10.1371/journal.pone.0289297","title":"Initial functional disability as a 1-year prognostic factor in geriatric patients hospitalized with SARS-CoV-2 infection","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Internal medicine; Coronavirus disease 2019 (COVID-19); Pediatrics; Disease; Infectious disease (medical specialty)","score_opus":0.055028616112417994,"score_gpt":0.2830884599556604,"score_spread":0.2280598438432424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385299790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972846,0.0000023171108,0.000007638103,0.00041006503,0.00012236214,0.0013588645,0.000037953414,0.00026827693,0.0005079539],"genre_scores_gemma":[0.99889946,0.000008236933,0.0001632361,0.0000946095,0.00017270254,0.00022155416,0.00028930604,0.00003394061,0.000116927964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984346,0.000057702604,0.00026640398,0.000336062,0.00062779087,0.00027744524],"domain_scores_gemma":[0.99936,0.000095396,0.000069605245,0.00023416003,0.00017137748,0.00006942349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008472656,0.00016186423,0.0002940763,0.00015950664,0.000043019823,0.000019136498,0.00004099526,0.00009951994,0.00015879307],"category_scores_gemma":[0.0011204496,0.00013975847,0.000048240534,0.0008194063,0.00008702693,0.00015479626,0.00004319495,0.00023238451,0.00055097113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006079274,0.0036869769,0.9930167,0.00025047798,0.00012003076,0.00001573751,0.00021370515,0.000001720888,0.0015354631,0.000005690724,0.00019078483,0.0003547508],"study_design_scores_gemma":[0.0049441094,0.001415625,0.98840976,0.00025939895,0.00012067523,0.0000022540855,0.000008898718,0.00011431543,0.0044499016,0.00009719295,0.000024448744,0.00015341947],"about_ca_topic_score_codex":0.0003259502,"about_ca_topic_score_gemma":0.00008801165,"teacher_disagreement_score":0.0046069734,"about_ca_system_score_codex":0.00021444263,"about_ca_system_score_gemma":0.00009094691,"threshold_uncertainty_score":0.7081803},"labels":[],"label_agreement":null},{"id":"W4385330369","doi":"10.1017/s0714980823000387","title":"Integrating a Standardized Self-Report Tool into Geriatric Medicine Practice during the COVID-19 Pandemic: A Mixed-Methods Study","year":2023,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; McMaster University; Impact; Health Sciences Centre","funders":"Institute of Health Services and Policy Research","keywords":"Loneliness; Dementia; Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Geriatrics; Mental health; Activities of daily living; Gerontology; Physical therapy; Psychiatry","score_opus":0.021876451199563624,"score_gpt":0.3391975872052662,"score_spread":0.3173211360057026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385330369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91416997,0.0006260818,0.00096354523,0.078792095,0.0023865323,0.0017611281,0.000027470844,0.00023783642,0.0010353725],"genre_scores_gemma":[0.9842277,0.00036806057,0.004934852,0.0061106817,0.0018511091,0.00022151269,0.00004827215,0.00015240163,0.0020854091],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99443185,0.0014842078,0.0014203062,0.00076001807,0.000530995,0.0013726233],"domain_scores_gemma":[0.99190897,0.0019965365,0.00076745666,0.0009906468,0.0007329636,0.003603427],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01396009,0.0005488244,0.00088486954,0.0013518853,0.0016566507,0.00026626952,0.000576568,0.00014717618,0.00033714226],"category_scores_gemma":[0.026971372,0.00040446766,0.00022559354,0.0019761347,0.00017820382,0.00024275057,0.00008600366,0.0016201744,0.000024380535],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006136916,0.00040821815,0.26139033,0.0014930088,0.0039396123,0.2351416,0.31591493,0.0017990454,0.0015239285,0.00083357136,0.10079922,0.07614284],"study_design_scores_gemma":[0.005478314,0.0009876332,0.033452593,0.00087724417,0.00081884675,0.05336005,0.05962704,0.00043695673,0.000019405426,0.00016588946,0.8441731,0.00060296844],"about_ca_topic_score_codex":0.08165715,"about_ca_topic_score_gemma":0.4076112,"teacher_disagreement_score":0.7433738,"about_ca_system_score_codex":0.007993191,"about_ca_system_score_gemma":0.0040358263,"threshold_uncertainty_score":0.99984074},"labels":[],"label_agreement":null},{"id":"W4385377326","doi":"10.1002/nop2.1951","title":"The role of nurses in inpatient geriatric rehabilitation units: A scoping review","year":2023,"lang":"en","type":"review","venue":"Nursing Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Registered Nurses' Association of Ontario; University of Windsor; Western University","funders":"","keywords":"CINAHL; Geriatric rehabilitation; Rehabilitation; Nursing; Thematic analysis; MEDLINE; Medicine; Psychology; Qualitative research; Psychological intervention; Physical therapy","score_opus":0.08467970562857137,"score_gpt":0.44576785528161733,"score_spread":0.361088149653046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385377326","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004093404,0.9845039,4.4586233e-7,0.0006484236,0.00068486365,0.0101654865,0.000019709494,0.000032130167,0.00394094],"genre_scores_gemma":[0.0000021131598,0.99807435,0.00024517893,0.00003746174,0.00006872804,0.0006530001,0.00015266504,0.000068696325,0.0006977917],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99726254,0.00047281603,0.0012722586,0.0003628713,0.00035787415,0.00027161837],"domain_scores_gemma":[0.99684167,0.0014905534,0.00063249853,0.00075378903,0.00021546047,0.00006603025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001071181,0.0002609265,0.0018500761,0.00025095057,0.000075793716,0.000045591143,0.0005534568,0.00015431693,0.00001561373],"category_scores_gemma":[0.0039027531,0.00017801383,0.00017142818,0.002219116,0.00013428139,0.00010057438,0.00011151468,0.0003666544,0.000055088254],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011097015,0.00006758121,0.000009898936,0.12305593,0.000026412365,0.0000021598048,0.00040378424,2.2837592e-7,7.339171e-8,0.000070558825,0.0026496763,0.8737026],"study_design_scores_gemma":[0.00019298555,0.00017158821,0.00002036166,0.6445777,0.00041889105,0.000011294957,0.00019464974,0.0000023136115,3.1996342e-7,0.00011736966,0.35419104,0.00010152832],"about_ca_topic_score_codex":0.00016079216,"about_ca_topic_score_gemma":0.00007953249,"teacher_disagreement_score":0.8736011,"about_ca_system_score_codex":0.00046466093,"about_ca_system_score_gemma":0.0012631859,"threshold_uncertainty_score":0.7259193},"labels":[],"label_agreement":null},{"id":"W4385401120","doi":"10.7748/nop.35.4.12.s4","title":"Frailty: how early interventions at home can benefit older people","year":2023,"lang":"en","type":"article","venue":"Nursing Older People","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Older people; Psychological intervention; Gerontology; Aging in place; Psychology; Medicine; Psychiatry","score_opus":0.03692862456575177,"score_gpt":0.3143314937841314,"score_spread":0.27740286921837964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385401120","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9448059,0.00044633955,0.00041024166,0.048427686,0.002043741,0.00088917435,0.00013966723,0.0010329934,0.0018042322],"genre_scores_gemma":[0.91985863,0.000054998916,0.0004007038,0.00036786683,0.0004347771,0.000121316334,0.00054864236,0.00015592464,0.078057125],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9967781,0.000060042697,0.00047592464,0.0008220205,0.0007987141,0.0010652469],"domain_scores_gemma":[0.9978616,0.00017833697,0.00017095181,0.0010507534,0.00024312414,0.00049519143],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023053288,0.0004477974,0.0007239156,0.0005613707,0.0004409468,0.00015691156,0.00032507535,0.0002899752,0.0012443158],"category_scores_gemma":[0.00016996678,0.00045897343,0.00054039777,0.0016285201,0.00013934736,0.00024092592,0.00015247766,0.0004928575,0.0010911053],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018346324,0.0015120604,0.3603521,0.0015757664,0.00048190306,0.00021271226,0.09135691,0.00007197241,0.005208606,0.0005642034,0.48657504,0.05190526],"study_design_scores_gemma":[0.0030118355,0.00035874848,0.98656714,0.002862291,0.00032450823,0.00020973304,0.001901254,0.00042580653,0.0010714988,0.00047325037,0.0022719598,0.00052194943],"about_ca_topic_score_codex":0.000787309,"about_ca_topic_score_gemma":0.007816234,"teacher_disagreement_score":0.62621504,"about_ca_system_score_codex":0.0006432534,"about_ca_system_score_gemma":0.000118711156,"threshold_uncertainty_score":0.9997862},"labels":[],"label_agreement":null},{"id":"W4385453865","doi":"10.1136/bmjopen-2023-074777","title":"Bedtime versus morning use of antihypertensives in frail continuing care residents (BedMed-Frail): protocol for a prospective, randomised, open-label, blinded end-point pragmatic trial","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"College of Family Physicians of Canada; Alberta Health Services; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates","keywords":"Medicine; Bedtime; Morning; Open label; Protocol (science); Physical therapy; Randomized controlled trial; End point; Prospective cohort study; Clinical endpoint; Alternative medicine; Surgery; Internal medicine","score_opus":0.2133753834866591,"score_gpt":0.4689754650317651,"score_spread":0.25560008154510605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385453865","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19064808,0.000007755795,0.00002433621,0.0012199117,0.00035866888,0.8059525,0.00008632327,0.00010300292,0.0015994132],"genre_scores_gemma":[0.12953292,0.0000017733297,0.009076703,0.00014917232,0.00022774526,0.8579793,0.00014728583,0.00013360796,0.0027514838],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99602735,0.00036862967,0.0014458405,0.00079678063,0.00074120046,0.0006202255],"domain_scores_gemma":[0.9957021,0.0016575914,0.0007388673,0.00095469254,0.00076174,0.00018504793],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019185904,0.00039732305,0.0016520714,0.0003951158,0.00013336744,0.00036600055,0.0008866624,0.00021667022,0.0001308555],"category_scores_gemma":[0.015379295,0.00034739246,0.0001460477,0.0008032072,0.00013785013,0.00090636115,0.0011824291,0.00035168845,0.00005433943],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95319307,0.0008462282,0.0059769894,0.0022944664,0.0004453787,0.00033030246,0.011361732,0.00005495548,0.0046182266,0.00006133189,0.015575003,0.0052423445],"study_design_scores_gemma":[0.9667702,0.0039587333,0.0099458285,0.007552996,0.00019673207,0.000023231121,0.004089421,0.001304349,0.004287588,0.00015240724,0.0012336388,0.0004849082],"about_ca_topic_score_codex":0.0007030167,"about_ca_topic_score_gemma":0.0005806736,"teacher_disagreement_score":0.061115157,"about_ca_system_score_codex":0.00022824654,"about_ca_system_score_gemma":0.0006965718,"threshold_uncertainty_score":0.99989784},"labels":[],"label_agreement":null},{"id":"W4385458936","doi":"10.7748/phc.33.4.12.s5","title":"Frailty: how early interventions at home can benefit older people","year":2023,"lang":"en","type":"article","venue":"Primary Health Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Older people; Psychological intervention; Gerontology; Aging in place; Medicine; Nursing homes; Nursing","score_opus":0.03117206334048764,"score_gpt":0.32268503394849546,"score_spread":0.2915129706080078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385458936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8477691,0.005733608,0.00004339513,0.14076775,0.0011503984,0.0012907248,0.0005497295,0.000782803,0.0019124829],"genre_scores_gemma":[0.9588906,0.00061124325,0.0005179026,0.008580736,0.00038389425,0.00019502177,0.002445394,0.00010703504,0.028268177],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99779195,0.00005484212,0.00038863323,0.00049727573,0.0005279349,0.00073939026],"domain_scores_gemma":[0.99830806,0.00009608896,0.00014044167,0.0006874437,0.00021815754,0.0005498299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018343415,0.00023937045,0.00054356904,0.0002925288,0.00029810978,0.000034882712,0.00018590926,0.00013438937,0.00031962234],"category_scores_gemma":[0.00008535588,0.00024006052,0.00029534576,0.0007097779,0.000049884897,0.00010317228,0.0002646544,0.00036470464,0.000505588],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015518146,0.00020906971,0.2481287,0.014506491,0.00019159101,0.00018702453,0.04030769,0.000010754548,0.00018676356,0.00016131936,0.59070367,0.10525175],"study_design_scores_gemma":[0.0018053706,0.0005332867,0.96155363,0.00079542084,0.00005037483,0.000050985993,0.0011718014,0.000010412351,0.000047505986,0.000045580844,0.033709522,0.00022609661],"about_ca_topic_score_codex":0.0012568384,"about_ca_topic_score_gemma":0.007884618,"teacher_disagreement_score":0.7134249,"about_ca_system_score_codex":0.001484467,"about_ca_system_score_gemma":0.00045496682,"threshold_uncertainty_score":0.9789384},"labels":[],"label_agreement":null},{"id":"W4385503202","doi":"10.1016/j.exger.2023.112266","title":"Frailty in relation to the risk of carotid atherosclerosis and cardiovascular events in Chinese community-dwelling older adults: A five-year prospective cohort study","year":2023,"lang":"en","type":"article","venue":"Experimental Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Health; Surrey Memorial Hospital","funders":"","keywords":"Medicine; Prospective cohort study; Internal medicine; Hazard ratio; Stroke (engine); Proportional hazards model; Cardiology; Myocardial infarction; Cohort; Cohort study; Carotid ultrasonography; Confidence interval; Carotid arteries","score_opus":0.024474318582090343,"score_gpt":0.3093804056621294,"score_spread":0.28490608708003906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385503202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9952803,0.00045069616,0.000015554959,0.00009681427,0.00014519684,0.0037233292,0.0000123646105,0.000042959044,0.00023274578],"genre_scores_gemma":[0.9989782,0.00005725323,0.00012281345,0.00003360372,0.000031950818,0.0006282185,0.000020422121,0.000028658586,0.000098868666],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99785084,0.0007906844,0.00040648656,0.00036875706,0.00030941333,0.0002738429],"domain_scores_gemma":[0.9990005,0.0001909091,0.0000807936,0.00061438116,0.00004610172,0.000067305366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009941333,0.00020275178,0.0005975442,0.00019592347,0.0001080764,0.0000042676465,0.000155216,0.00011237977,0.000025671556],"category_scores_gemma":[0.00025537994,0.0001577491,0.00010767816,0.0005129438,0.0000893743,0.00007520656,0.00019209766,0.00049792393,0.000022935294],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019526205,0.00064717414,0.90716946,0.000020322103,0.00024337422,0.000003859194,0.090995185,0.00026374625,0.00031964044,0.0000034243653,0.000021719741,0.000116849646],"study_design_scores_gemma":[0.005475067,0.00070177723,0.9507847,0.0001640805,0.000050604107,0.000008602174,0.04181518,0.00022588234,0.00063541246,0.000014752798,0.0000043379714,0.00011961024],"about_ca_topic_score_codex":0.013454711,"about_ca_topic_score_gemma":0.0047929413,"teacher_disagreement_score":0.04918001,"about_ca_system_score_codex":0.00020383987,"about_ca_system_score_gemma":0.000020231104,"threshold_uncertainty_score":0.99311477},"labels":[],"label_agreement":null},{"id":"W4385514230","doi":"10.1097/qad.0000000000003681","title":"Frailty and prefrailty phenotypes increase the odds of abnormal cognitive impairment screens in people with HIV","year":2023,"lang":"en","type":"article","venue":"AIDS","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Confounding; Odds ratio; Confidence interval; Cohort; Cohort study; Gerontology; Internal medicine; Demography; Physical therapy; Cognitive impairment; Disease","score_opus":0.015635609809683097,"score_gpt":0.2654156079222166,"score_spread":0.24977999811253349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385514230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946831,0.000101600686,0.00007687542,0.00131812,0.000025971334,0.00062870764,0.0000812933,0.00006498948,0.0030193764],"genre_scores_gemma":[0.99767655,0.00004903321,0.0002949964,0.00031341618,0.000056422432,0.00005867945,0.00007537586,0.000022924272,0.0014526255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886674,0.000072701034,0.00022562289,0.00023495792,0.00031556355,0.00028440385],"domain_scores_gemma":[0.99910665,0.00035158417,0.0000664006,0.0002597641,0.00010334828,0.00011225242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003318834,0.00015479783,0.00028964982,0.00013465686,0.000053177075,0.00001043045,0.00008754602,0.00006367586,0.00010668871],"category_scores_gemma":[0.00022592094,0.000096937525,0.000037656064,0.0006036925,0.00020727758,0.00009295553,0.000115525836,0.000212283,0.00004112356],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009915059,0.00021950528,0.98149353,0.00016579287,0.00014428672,0.00007322184,0.0050763995,0.000016513726,0.00034981305,0.00021342593,0.0017694606,0.009486521],"study_design_scores_gemma":[0.0037913749,0.0012395706,0.9897246,0.00036101625,0.0001205316,0.00004989912,0.0025751647,0.0005985595,0.0011255031,0.00007886176,0.00021435518,0.00012055751],"about_ca_topic_score_codex":0.0016452636,"about_ca_topic_score_gemma":0.0010306494,"teacher_disagreement_score":0.009365964,"about_ca_system_score_codex":0.000031932883,"about_ca_system_score_gemma":0.00012278059,"threshold_uncertainty_score":0.39529976},"labels":[],"label_agreement":null},{"id":"W4385715914","doi":"10.2196/43612","title":"A Multidimensional Assessment of Activities of Daily Living, Mental Status, Communication, and Social Abilities Among Older Adults in Shenzhen, China: Cross-Sectional Study","year":2023,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Activities of daily living; Gerontology; Bathing; Psychological intervention; Population; Mental health; Cross-sectional study; Psychology; Medicine; Environmental health; Psychiatry","score_opus":0.02611761956090907,"score_gpt":0.36013358406972573,"score_spread":0.33401596450881665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385715914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966431,0.000275295,0.000002853197,0.0015260947,0.000079459154,0.0011703522,0.00013598547,0.00004840319,0.00011844068],"genre_scores_gemma":[0.99895424,0.00024152042,0.00014814292,0.00008714465,0.000029239418,0.00015812453,0.00017929576,0.0000164432,0.0001858342],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99768704,0.00041623178,0.00068984966,0.0003130845,0.0004969595,0.00039682531],"domain_scores_gemma":[0.998586,0.00054517767,0.0002656223,0.00024158675,0.00016638899,0.00019523353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017069217,0.000154546,0.0004881795,0.00024636093,0.00019980619,0.000028581997,0.000074876494,0.00008049267,0.000040237876],"category_scores_gemma":[0.00023762493,0.00014671152,0.00003966571,0.0003034477,0.00043164368,0.00021844996,0.00016641708,0.00026216515,3.2321455e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000813923,0.0007515793,0.96073216,0.0007286293,0.000036790636,9.747871e-7,0.0359138,0.000001363327,0.00000948867,0.0000746402,0.0004789996,0.0011901897],"study_design_scores_gemma":[0.0028314516,0.0004237278,0.9794554,0.00009638238,5.536665e-7,0.000004342473,0.016048701,0.00086253916,6.9692373e-7,0.000006917159,0.00017076668,0.00009848547],"about_ca_topic_score_codex":0.002304907,"about_ca_topic_score_gemma":0.0024492699,"teacher_disagreement_score":0.019865097,"about_ca_system_score_codex":0.00015037855,"about_ca_system_score_gemma":0.0006296395,"threshold_uncertainty_score":0.59827226},"labels":[],"label_agreement":null},{"id":"W4385719795","doi":"10.1186/s12877-023-04172-x","title":"Interrupting bedtime to reverse frailty levels in acute care: a study protocol for the Breaking Bad Rest randomized controlled trial","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon Health Network; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Canadian Frailty Network; Dalhousie University; Canada Research Chairs; Government of Canada","keywords":"Medicine; Randomized controlled trial; Acute care; Physical therapy; Bedtime; Geriatrics; Rehabilitation; Intervention (counseling); Clinical trial; Protocol (science); Activities of daily living; Health care; Physical medicine and rehabilitation; Nursing; Psychiatry; Alternative medicine; Surgery","score_opus":0.08873781189775407,"score_gpt":0.40900024650507816,"score_spread":0.32026243460732406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385719795","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.110407315,0.000014614622,0.002312962,0.0020547654,0.0010343555,0.88355464,0.000031417425,0.0002648089,0.00032511004],"genre_scores_gemma":[0.12154492,0.000001572354,0.0035174426,0.00036348353,0.0010447912,0.87065804,0.000014552271,0.00008507573,0.0027701189],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99620044,0.0005911547,0.0014117882,0.0005757736,0.00062726677,0.0005935997],"domain_scores_gemma":[0.9930697,0.0053284736,0.0004098115,0.0007160806,0.00032653383,0.0001494086],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004505505,0.00035789644,0.0018732165,0.0004827041,0.00018381485,0.00010315147,0.00036979304,0.00016297982,0.000061631494],"category_scores_gemma":[0.013482521,0.0002275804,0.0006004308,0.0012896932,0.000050227878,0.00009064394,0.00025232782,0.00035403817,0.00007818845],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9835814,0.00028752504,0.000516522,0.00017668951,0.00032797913,0.000055327062,0.008534842,0.00017213354,0.0001324617,0.0000143565085,0.00450939,0.0016913667],"study_design_scores_gemma":[0.98612666,0.0011533643,0.0019148993,0.00018958279,0.000739846,0.000007786813,0.0027783357,0.0027070623,0.000029756016,0.000031626147,0.0040745265,0.00024653893],"about_ca_topic_score_codex":0.00031867015,"about_ca_topic_score_gemma":0.00064099993,"teacher_disagreement_score":0.012896614,"about_ca_system_score_codex":0.00024149095,"about_ca_system_score_gemma":0.0004309844,"threshold_uncertainty_score":0.99482733},"labels":[],"label_agreement":null},{"id":"W4385752139","doi":"10.14744/tjtes.2023.07433","title":"Evaluation of the risk factors for falls in the geriatric population presenting to the emergency department","year":2023,"lang":"en","type":"article","venue":"Turkish Journal of Trauma and Emergency Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency department; Orthostatic vital signs; Prospective cohort study; Population; Injury prevention; Poison control; Geriatrics; Physical therapy; Internal medicine; Emergency medicine; Blood pressure; Psychiatry","score_opus":0.08175030401215636,"score_gpt":0.3414894625612491,"score_spread":0.2597391585490928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385752139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935712,0.0009692604,0.000024744639,0.002289553,0.002186376,0.00087685336,0.000023548186,0.000006291084,0.00005216056],"genre_scores_gemma":[0.9985036,0.00098618,0.000018830917,0.00001850265,0.00034041866,0.00003193888,0.000015779802,0.000013544805,0.000071196075],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972505,0.0004496202,0.00093844987,0.00012782257,0.0010052067,0.00022841865],"domain_scores_gemma":[0.9983428,0.00043504275,0.0005490133,0.00022849551,0.00038750938,0.000057111618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059484723,0.00012533332,0.00027497968,0.00023171035,0.00015689747,0.000009166851,0.0001680111,0.000050848677,0.00008669134],"category_scores_gemma":[0.002488334,0.000060095557,0.00033263504,0.0008477022,0.00001401908,0.00010835589,0.000027243672,0.00018251227,0.0000014947191],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005258995,0.00008819662,0.9378719,0.00006498682,0.00012331987,0.000001712092,0.0039783036,0.0016722558,0.00011126615,0.0000046909,0.026520189,0.02951063],"study_design_scores_gemma":[0.0003177438,0.00005368352,0.9949662,0.00006226306,0.00045377828,0.00001459628,0.0013647466,0.0010812784,0.00016988644,0.00058011047,0.0008702861,0.00006540243],"about_ca_topic_score_codex":0.00021736565,"about_ca_topic_score_gemma":0.00026756868,"teacher_disagreement_score":0.057094365,"about_ca_system_score_codex":0.000044403434,"about_ca_system_score_gemma":0.000060628034,"threshold_uncertainty_score":0.29789478},"labels":[],"label_agreement":null},{"id":"W4385766110","doi":"10.1136/openhrt-2023-002354","title":"Clinical Frailty Scale as a predictor of adverse outcomes following aortic valve replacement: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Open Heart","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"University of Limerick","keywords":"Meta-analysis; Medicine; Aortic valve replacement; Internal medicine; Scale (ratio); Cardiology; Adverse effect; Stenosis; Geography; Cartography","score_opus":0.23923058281188478,"score_gpt":0.4898057091999831,"score_spread":0.2505751263880983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385766110","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000021112313,0.9834883,0.000004188118,0.0005965468,0.00014039715,0.014937001,0.00021284106,0.000066547196,0.0005330716],"genre_scores_gemma":[0.000021801263,0.9663269,0.00086387823,0.0012470062,0.00002435736,0.001999397,0.00020949752,0.00011002391,0.02919717],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9914673,0.0013929394,0.0046652397,0.0011140011,0.00095744425,0.000403061],"domain_scores_gemma":[0.99335647,0.0019917998,0.0014907389,0.0025766613,0.00016250683,0.0004218034],"candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.0054497747,0.00069880043,0.025762456,0.0003422211,0.000074894226,0.000042533804,0.00063620973,0.00036463476,0.001024915],"category_scores_gemma":[0.00523534,0.00043636156,0.01270498,0.0014136478,0.00010402842,0.00015883883,0.0007612951,0.0005869312,0.0006229151],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040923346,0.00010280943,0.00076025754,0.7050811,0.29211366,0.00001774518,0.00003210481,3.3697848e-8,6.151611e-9,0.0000020799953,0.0016740534,0.00021207026],"study_design_scores_gemma":[0.00045787948,0.00019248905,0.00017991924,0.16991599,0.79762405,0.0000359198,0.000025870571,0.0000030912245,3.6996145e-8,0.0000057426287,0.031293828,0.00026516966],"about_ca_topic_score_codex":0.00027673529,"about_ca_topic_score_gemma":0.00005816936,"teacher_disagreement_score":0.5351651,"about_ca_system_score_codex":0.000098792836,"about_ca_system_score_gemma":0.0004778161,"threshold_uncertainty_score":0.9998883},"labels":[],"label_agreement":null},{"id":"W4385771628","doi":"10.1590/1981-22562023026.230018.pt","title":"Fatores associados à fragilidade em pessoas idosas usuárias de serviços de Atenção Primária à Saúde de uma capital da Amazônia Brasileira","year":2023,"lang":"pt","type":"article","venue":"Revista Brasileira de Geriatria e Gerontologia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Humanities; Art","score_opus":0.03945438209562726,"score_gpt":0.3178562612171668,"score_spread":0.2784018791215396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385771628","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9767504,0.008152722,0.0017529165,0.0016962658,0.00284911,0.0043488876,0.0012604708,0.0025096089,0.00067966274],"genre_scores_gemma":[0.9781862,0.0010064602,0.00437933,0.0019692548,0.0047317557,0.00059886795,0.0010285872,0.0007716333,0.0073279007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.97908366,0.0039231624,0.0038016688,0.0034155014,0.0022121177,0.0075638634],"domain_scores_gemma":[0.9869336,0.00312529,0.0022891378,0.003827951,0.0008164676,0.0030075363],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0074487505,0.0028851666,0.0044835024,0.0011302114,0.0011782539,0.0017930375,0.0032381061,0.003920939,0.0025160823],"category_scores_gemma":[0.0106898565,0.0031119166,0.0019619756,0.0029504274,0.00071510003,0.0008570597,0.0013426095,0.003977479,0.003184193],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0015637652,0.00079816405,0.8431843,0.0038939863,0.002217271,0.004392747,0.025558358,0.00018258492,0.018577322,0.001202054,0.09452704,0.0039024272],"study_design_scores_gemma":[0.009566189,0.0012145899,0.96165895,0.0023054143,0.0027194882,0.0014661317,0.009277027,0.0050734235,0.0016482238,0.00022541829,0.0019188161,0.0029263424],"about_ca_topic_score_codex":0.0033141347,"about_ca_topic_score_gemma":0.0012696758,"teacher_disagreement_score":0.11847466,"about_ca_system_score_codex":0.0079083005,"about_ca_system_score_gemma":0.00606797,"threshold_uncertainty_score":0.9995667},"labels":[],"label_agreement":null},{"id":"W4385771645","doi":"10.1590/1981-22562023026.230018.en","title":"Factors associated with frailty in older users of Primary Health Care services from a city in the Brazilian Amazon","year":2023,"lang":"en","type":"article","venue":"Revista Brasileira de Geriatria e Gerontologia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poisson regression; Medicine; Gerontology; Socioeconomic status; Confidence interval; Population; Demography; Environmental health","score_opus":0.054635635947852534,"score_gpt":0.3169589496973505,"score_spread":0.26232331374949797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385771645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951446,0.0015721889,0.000013497645,0.0008133833,0.00010781325,0.0016549625,0.0003063223,0.00018573293,0.00020149302],"genre_scores_gemma":[0.9973197,0.000064292995,0.00019462069,0.0009317754,0.00007419502,0.00005972261,0.0012674882,0.00004867704,0.00003951898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962896,0.0006997486,0.00093436544,0.0006500969,0.00061695825,0.0008091964],"domain_scores_gemma":[0.99746126,0.0008484694,0.0005634096,0.00084288884,0.00011814169,0.00016582663],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010398345,0.00042968045,0.0013194729,0.00031529053,0.00008758572,0.00006367054,0.00054305984,0.00035076577,0.00009286708],"category_scores_gemma":[0.00045479654,0.00029547125,0.00018149769,0.001511106,0.000136037,0.00017165934,0.000098817676,0.0006442208,0.000008163411],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025294776,0.00016986151,0.9796615,0.00074209576,0.00009335421,0.000077237186,0.016818369,0.000013694461,0.00021717453,0.000013625243,0.001133724,0.00080641103],"study_design_scores_gemma":[0.003912051,0.0003647713,0.98734957,0.0010060052,0.000079013575,0.0000036795077,0.0068055857,0.000034439207,0.00005572367,0.00000800382,0.00012329286,0.0002578605],"about_ca_topic_score_codex":0.00604693,"about_ca_topic_score_gemma":0.017662562,"teacher_disagreement_score":0.011615632,"about_ca_system_score_codex":0.0010663781,"about_ca_system_score_gemma":0.0006783943,"threshold_uncertainty_score":0.99994975},"labels":[],"label_agreement":null},{"id":"W4385834474","doi":"10.56083/rcv3n8-097","title":"COMPARAÇÃO DE INSTRUMENTOS PARA RASTREIO DA FRAGILIDADE EM IDOSOS COMUNITÁRIOS","year":2023,"lang":"pt","type":"article","venue":"Revista Contemporânea","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology","score_opus":0.07621018334694042,"score_gpt":0.33590391488758187,"score_spread":0.25969373154064146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385834474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9693101,0.0074479943,0.0006020733,0.007298591,0.0014912164,0.0040162597,0.00064677594,0.0012938458,0.007893126],"genre_scores_gemma":[0.9497399,0.0008259895,0.00014613698,0.0018131961,0.0008412374,0.00019500722,0.0010637826,0.00024907326,0.045125715],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.992435,0.00085441093,0.0020454035,0.001275979,0.0013738872,0.002015336],"domain_scores_gemma":[0.9942946,0.00087620574,0.00076717127,0.002417199,0.00037788448,0.0012669371],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016894556,0.0011578574,0.0021333075,0.0006235943,0.00047388047,0.00066819676,0.0011365766,0.00061109895,0.0015367188],"category_scores_gemma":[0.0011392834,0.0012070466,0.00063925085,0.0019000735,0.00041226702,0.0003673174,0.00054563425,0.0017602687,0.008449556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016180015,0.0018919396,0.25548357,0.009737021,0.003415592,0.00595255,0.035502907,0.00012759019,0.013580014,0.0033456471,0.6225532,0.046791945],"study_design_scores_gemma":[0.02054831,0.001814483,0.11266891,0.013954869,0.0015161535,0.00069763203,0.025129352,0.022542013,0.0025199102,0.00011723568,0.7954709,0.00302023],"about_ca_topic_score_codex":0.000508666,"about_ca_topic_score_gemma":0.00013979526,"teacher_disagreement_score":0.1729177,"about_ca_system_score_codex":0.00083768193,"about_ca_system_score_gemma":0.0010553448,"threshold_uncertainty_score":0.999376},"labels":[],"label_agreement":null},{"id":"W4385843456","doi":"10.15273/hpj.v3i2.11520","title":"Frailty in Older Populations of Arabic-Speaking Countries: Protocol for a Scoping Review","year":2023,"lang":"en","type":"review","venue":"Healthy Populations Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Beatrice Hunter Cancer Research Institute; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Gerontology; Psychological intervention; Protocol (science); Population ageing; Medicine; Population; MEDLINE; Alternative medicine; Environmental health; Political science; Nursing; Pathology","score_opus":0.4527236122695918,"score_gpt":0.5677580643904736,"score_spread":0.11503445212088181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385843456","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[6.775052e-7,0.7109734,0.000982777,0.0014674418,0.0003954663,0.2859538,0.000092941395,0.000065611195,0.00006791189],"genre_scores_gemma":[3.7067406e-7,0.7955506,0.0076784515,0.00038263196,0.0005538276,0.19523624,0.0002566055,0.00014273931,0.00019853584],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9930261,0.00038241738,0.004653082,0.00049241114,0.0007428728,0.00070313556],"domain_scores_gemma":[0.9949737,0.00048605527,0.0028020819,0.00067605305,0.00071481965,0.00034725608],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018951817,0.0005338917,0.0033914058,0.0012495351,0.00037684382,0.000052913136,0.0002770323,0.00042239716,0.00026434255],"category_scores_gemma":[0.002444974,0.00044512036,0.0008856631,0.0015505949,0.000068759895,0.00026993238,0.00006092463,0.0012525849,0.000042645934],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053480904,0.00020573827,0.00048501574,0.8299146,0.00007968377,0.00002693045,0.00015566467,0.0000265461,1.7563735e-8,0.0004793976,0.006292689,0.16228017],"study_design_scores_gemma":[0.0020200636,0.0001425745,0.00037303052,0.68995416,0.0005073007,0.00057318166,0.0000120602335,0.000047392234,2.3504215e-8,0.00020656883,0.30591482,0.00024882515],"about_ca_topic_score_codex":0.00009608575,"about_ca_topic_score_gemma":0.0009406057,"teacher_disagreement_score":0.29962212,"about_ca_system_score_codex":0.000878995,"about_ca_system_score_gemma":0.003600249,"threshold_uncertainty_score":0.9998},"labels":[],"label_agreement":null},{"id":"W4385897770","doi":"10.36740/merkur202303105","title":"ANALYSIS OF FACTORS ASSOCIATED WITH FRAILTY SYNDROME IN PATIENTS WITH HEART FAILURE","year":2023,"lang":"en","type":"article","venue":"Polski Merkuriusz Lekarski","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Academy of Sciences of Ukraine","keywords":"Medicine; Heart failure; Internal medicine; COPD; Depression (economics); Cardiology; Diabetes mellitus; Obesity","score_opus":0.02182590441758542,"score_gpt":0.26135247583817334,"score_spread":0.23952657142058792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385897770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974011,0.000018317385,0.000010319564,0.0011023332,0.000054884975,0.00064297585,0.00025554557,0.0001989189,0.0003156066],"genre_scores_gemma":[0.9976012,0.0000019751533,0.00014077117,0.00014537232,0.000011064157,0.000029173847,0.0012869516,0.00006972422,0.000713763],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99710286,0.00009817818,0.00053703244,0.0005426686,0.0010656333,0.0006536426],"domain_scores_gemma":[0.9982714,0.00027554148,0.00024738058,0.00068302394,0.0002804684,0.00024218972],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024417051,0.0003672297,0.0011696729,0.0013702497,0.000057418532,0.00001831157,0.00019350328,0.00020238323,0.00027825907],"category_scores_gemma":[0.00039939227,0.00026798868,0.00020406088,0.006067707,0.00017566117,0.00017488933,0.000063865904,0.0003904787,0.000045066667],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014165266,0.00043625545,0.9953849,0.000048801623,0.0019189874,0.000041950858,0.00058967865,0.00029833583,0.00007008102,0.0000141783785,0.0009939611,0.00006126152],"study_design_scores_gemma":[0.003983602,0.00091110857,0.99211764,0.00037407168,0.0013445156,0.0000025595198,0.00023025398,0.00018506414,0.00033603146,0.000011907553,0.00020387946,0.00029937827],"about_ca_topic_score_codex":0.0005080974,"about_ca_topic_score_gemma":0.0021906164,"teacher_disagreement_score":0.004697458,"about_ca_system_score_codex":0.00018911345,"about_ca_system_score_gemma":0.00013008046,"threshold_uncertainty_score":0.99997723},"labels":[],"label_agreement":null},{"id":"W4385951248","doi":"10.4103/sja.sja_358_23","title":"A systematic review of predictive accuracy via c-statistic of preoperative frailty tests for extended length of stay, post-operative complications, and mortality","year":2023,"lang":"en","type":"review","venue":"Saudi Journal of Anaesthesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Statistic; Statistics","score_opus":0.07848754704937382,"score_gpt":0.4150062301447601,"score_spread":0.3365186830953863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385951248","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00040095628,0.9881776,0.0017154649,0.00019859106,0.00005966467,0.0077891373,0.0016014036,0.00001429528,0.00004290557],"genre_scores_gemma":[0.0016076,0.9937966,0.0039059203,0.000089917914,0.000044378983,0.00025597145,0.00017174523,0.000082422775,0.000045448123],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9931061,0.0008580886,0.004526961,0.00038608225,0.00085590413,0.00026685392],"domain_scores_gemma":[0.98513705,0.0025009585,0.0073619704,0.000779863,0.003998029,0.0002221247],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001857089,0.00057474023,0.006906883,0.00043726413,0.000061679166,0.00001234513,0.0004427549,0.00022561697,0.00001579418],"category_scores_gemma":[0.009078576,0.00039369107,0.00088713487,0.0005861169,0.0004187653,0.00021012104,0.00007578558,0.00053947704,0.0000025589736],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007824652,0.00035045753,0.0000683718,0.9669973,0.0037465063,0.000035168785,0.00073912827,0.0000010324293,0.000008962945,0.00023657385,0.000383882,0.027354324],"study_design_scores_gemma":[0.0010381237,0.0043932353,0.004037369,0.971243,0.016971935,0.00066266634,0.00037087314,0.000060960192,0.000021273085,0.00025459068,0.00065411563,0.0002918355],"about_ca_topic_score_codex":0.000048870115,"about_ca_topic_score_gemma":0.000021950458,"teacher_disagreement_score":0.027062489,"about_ca_system_score_codex":0.00019345767,"about_ca_system_score_gemma":0.0014304552,"threshold_uncertainty_score":0.9998515},"labels":[],"label_agreement":null},{"id":"W4386058558","doi":"10.5582/bst.2023.01211","title":"Alzheimer's disease with frailty: Prevalence, screening, assessment, intervention strategies and challenges","year":2023,"lang":"en","type":"article","venue":"BioScience Trends","topic":"Frailty in Older Adults","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychological intervention; Gerontology; Disease; Intervention (counseling); Cognition; Cognitive decline; Psychiatry; Dementia; Internal medicine","score_opus":0.10638092333219948,"score_gpt":0.36693173645606375,"score_spread":0.2605508131238643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386058558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9339007,0.014258454,0.0009637917,0.029147148,0.0004669895,0.00057890813,0.00009946279,0.0012455719,0.019338952],"genre_scores_gemma":[0.99431795,0.0015481644,0.0010805648,0.00005960736,0.00006206108,0.000041859785,0.000029249502,0.000015840782,0.0028447297],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985381,0.000038273527,0.00016113737,0.00047895085,0.00046706232,0.00031650628],"domain_scores_gemma":[0.9992467,0.000038725826,0.00007494833,0.00031837536,0.000052989337,0.00026822923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025532016,0.00016535104,0.00016542191,0.0003337455,0.000132098,0.00011300563,0.00014795315,0.000043028223,0.00011614977],"category_scores_gemma":[0.000034169996,0.00012339087,0.000051526833,0.0007020051,0.00039386118,0.00057606515,0.00008704001,0.0001161112,0.000014681513],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019100154,0.00033753147,0.077088594,0.00063917483,0.0001345023,0.00025088116,0.00077797816,0.000023000475,0.00075247255,0.0051243054,0.0018416161,0.91283894],"study_design_scores_gemma":[0.0008988167,0.000634436,0.9911152,0.00045595528,0.00014867375,0.00002260759,0.0013178178,0.0016818772,0.00008914111,0.000112239504,0.003361637,0.00016160318],"about_ca_topic_score_codex":0.000026307474,"about_ca_topic_score_gemma":0.000054942597,"teacher_disagreement_score":0.9140266,"about_ca_system_score_codex":0.000016373999,"about_ca_system_score_gemma":0.00009669197,"threshold_uncertainty_score":0.50317335},"labels":[],"label_agreement":null},{"id":"W4386100254","doi":"10.3389/fpubh.2023.1143033","title":"Correlation among sleep quality, physical frailty and cognitive function of the older adults in China: the mediating role","year":2023,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Pittsburgh Sleep Quality Index; Gerontology; Sleep (system call); Medicine; Montreal Cognitive Assessment; Incidence (geometry); Cognitive decline; Quality of life (healthcare); Sleep quality; Psychology; Cognitive impairment; Dementia; Psychiatry; Disease; Internal medicine","score_opus":0.02113973227908952,"score_gpt":0.30108355545235,"score_spread":0.2799438231732605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386100254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98074126,0.00020819645,0.0014970078,0.015092537,0.0008251716,0.0010786324,0.000026049996,0.00005171796,0.0004793958],"genre_scores_gemma":[0.9988925,0.00004301474,0.00007225008,0.0005560744,0.00014314984,0.00006841298,0.000091116635,0.000019230201,0.000114273935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978696,0.0005089216,0.00047963482,0.00028567525,0.00046284404,0.00039328824],"domain_scores_gemma":[0.9989762,0.00030945838,0.00026710474,0.00024366654,0.00008147702,0.00012212503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016568253,0.0001328576,0.00035397045,0.00021994005,0.000117679105,0.000017003105,0.00011149864,0.000105502455,0.0000058888577],"category_scores_gemma":[0.0016720961,0.00008795224,0.00005526944,0.0011877704,0.00021858094,0.00019972403,0.000097091426,0.0005863274,0.0000028390084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006464855,0.00013029932,0.82086456,0.00014583874,0.000028750137,8.824789e-7,0.02665147,0.000034525106,0.000002792429,0.0001084198,0.0018857311,0.15008211],"study_design_scores_gemma":[0.0020469795,0.000106536114,0.9305406,0.0003441849,0.000013701095,0.0000013182137,0.013003056,0.05320554,0.000006833329,0.0005548293,0.00010634135,0.00007007687],"about_ca_topic_score_codex":0.0013712955,"about_ca_topic_score_gemma":0.00059711304,"teacher_disagreement_score":0.15001203,"about_ca_system_score_codex":0.00015154986,"about_ca_system_score_gemma":0.00022618777,"threshold_uncertainty_score":0.35865882},"labels":[],"label_agreement":null},{"id":"W4386120163","doi":"10.1038/s41409-023-02088-z","title":"HCT frailty scale for younger and older adults undergoing allogeneic hematopoietic cell transplantation","year":2023,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Hematopoietic stem cell transplantation; Hematopoietic cell; Transplantation; Internal medicine; Prospective cohort study; Activities of daily living; Young adult; Grip strength; Gerontology; Haematopoiesis; Surgery; Stem cell; Physical therapy","score_opus":0.015380257153413502,"score_gpt":0.2585117920449886,"score_spread":0.24313153489157507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386120163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848279,0.00031358947,0.010044729,0.0016877621,0.00029174727,0.0015539358,0.00024569727,0.0003602384,0.000674407],"genre_scores_gemma":[0.9905631,0.0021048922,0.0028168731,0.00033900584,0.00011290501,0.00022855384,0.0021723828,0.000077410295,0.001584885],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9981288,0.000050421466,0.00045974163,0.0005451791,0.00037291492,0.0004429717],"domain_scores_gemma":[0.99906325,0.00032949547,0.00009762698,0.00023016614,0.00010212626,0.00017734684],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00025204942,0.0002870895,0.0003563156,0.00026436252,0.00017167519,0.00003985321,0.000068421585,0.00020310926,0.00005380226],"category_scores_gemma":[0.000020311803,0.00029020818,0.00013348564,0.00033451067,0.00006912059,0.00027029283,0.0000063068883,0.00014980306,0.00007125001],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013623827,0.0010917783,0.121863455,0.071945064,0.0003974317,0.0014423167,0.07074245,0.0006587001,0.6745182,0.00051492726,0.008845575,0.034356255],"study_design_scores_gemma":[0.028717056,0.0009136741,0.81481844,0.003693696,0.0017709512,0.0016961013,0.0019651055,0.0025285878,0.14152153,0.0007100541,0.0005188161,0.0011459981],"about_ca_topic_score_codex":0.00007190413,"about_ca_topic_score_gemma":0.0003734113,"teacher_disagreement_score":0.69295496,"about_ca_system_score_codex":0.000048741746,"about_ca_system_score_gemma":0.00008188944,"threshold_uncertainty_score":0.999955},"labels":[],"label_agreement":null},{"id":"W4386121684","doi":"10.1158/1055-9965.epi-23-0443","title":"“It's Probably Just Hemorrhoids”: A Qualitative Exploration of the Lived Experiences and Perceptions of Long-term Survivors of Early-Onset Colorectal Cancer","year":2023,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"National Cancer Institute; National Institutes of Health; Huntsman Cancer Institute; Medical College of Wisconsin; V Foundation for Cancer Research","keywords":"Psychosocial; Survivorship curve; Medicine; Qualitative research; Population; Quality of life (healthcare); Psychological intervention; Colorectal cancer; Gerontology; Psychology; Cancer; Psychiatry; Nursing; Internal medicine; Environmental health","score_opus":0.1204897742512978,"score_gpt":0.434273034214092,"score_spread":0.3137832599627942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386121684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925419,0.0012940102,0.00044368624,0.0040202737,0.0005165204,0.0010596091,0.00006230258,0.00003119809,0.000030488967],"genre_scores_gemma":[0.99660826,0.0015720596,0.00043949357,0.00006843797,0.000044605546,0.0007906629,0.00008581775,0.0000160741,0.00037460076],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969819,0.0013290003,0.00088395795,0.00036242942,0.00018243444,0.0002602391],"domain_scores_gemma":[0.9977417,0.0008773703,0.00077880675,0.0002527359,0.00027446242,0.00007489835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016234355,0.00017912802,0.0006351904,0.00017100714,0.000083744366,0.0000022853583,0.00014274367,0.00019035072,0.00015605662],"category_scores_gemma":[0.0010178922,0.00013548524,0.00019958735,0.00056708255,0.0012466296,0.00019837437,0.00008495847,0.0001330254,0.0000021366627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066754775,0.00010509874,0.8751567,0.0005899027,0.00039504387,0.0000010892682,0.10346936,0.000025892798,0.012846856,0.00001888586,0.0015901838,0.0051334198],"study_design_scores_gemma":[0.0009142908,0.0005050564,0.94300485,0.0012154191,0.00023647933,0.0000060225243,0.046800245,0.00022307677,0.0063975137,0.0005711779,0.0000054214984,0.0001204291],"about_ca_topic_score_codex":0.0019890633,"about_ca_topic_score_gemma":0.0036045439,"teacher_disagreement_score":0.067848146,"about_ca_system_score_codex":0.00010453438,"about_ca_system_score_gemma":0.00024464607,"threshold_uncertainty_score":0.5524928},"labels":[],"label_agreement":null},{"id":"W4386212890","doi":"10.1093/eurheartj/ehad595","title":"Frailty and outcomes in heart failure patients from high-, middle-, and low-income countries","year":2023,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Population Health Research Institute; Université de Montréal; McMaster University; Hamilton Health Sciences; Hamilton General Hospital","funders":"Ionis Pharmaceuticals; Intas Pharmaceuticals; Regeneron Pharmaceuticals; Sanofi; Bayer; AstraZeneca; Pfizer","keywords":"Medicine; Hazard ratio; Ejection fraction; Heart failure; Confidence interval; Internal medicine; Proportional hazards model; Cardiology","score_opus":0.02761293804891733,"score_gpt":0.275376310389566,"score_spread":0.24776337234064869,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386212890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9818609,0.0002183178,0.0000028187928,0.017028162,0.00040188205,0.0002001426,0.000057621073,0.00008074613,0.00014945603],"genre_scores_gemma":[0.99593097,0.00013147667,0.00090905454,0.001536863,0.00031674685,0.0000015483004,0.00002627675,0.00005609839,0.0010909595],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827474,0.00022992163,0.00041168454,0.00028553387,0.0004212062,0.00037691835],"domain_scores_gemma":[0.9990391,0.00023748628,0.00007884097,0.00022597786,0.0000880116,0.0003305853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047975974,0.00021171565,0.00043703866,0.00024762045,0.00015705184,0.00012935186,0.00008363916,0.000057292807,0.00017256568],"category_scores_gemma":[0.00034315535,0.00017324364,0.000059849164,0.00019043348,0.00012400275,0.00021354231,0.00014267604,0.0005829225,0.0004529132],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054683936,0.000042377684,0.9788863,0.000044665463,0.000035300352,0.00025108727,0.0006253694,0.0000022846534,0.00015025082,0.0000052315804,0.01961353,0.00028892083],"study_design_scores_gemma":[0.0035192056,0.00020631735,0.960696,0.0006323002,0.000022331416,0.00016411154,0.00012269644,0.000028519898,0.000064888416,0.00006533617,0.03431724,0.00016104631],"about_ca_topic_score_codex":0.000056913064,"about_ca_topic_score_gemma":0.00006657977,"teacher_disagreement_score":0.018190293,"about_ca_system_score_codex":0.000050538427,"about_ca_system_score_gemma":0.000041645664,"threshold_uncertainty_score":0.70646703},"labels":[],"label_agreement":null},{"id":"W4386318595","doi":"10.1186/s41256-023-00323-0","title":"Geriatric assessment for older people with cancer: policy recommendations","year":2023,"lang":"en","type":"article","venue":"Global Health Research and Policy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health; University of Toronto; University Health Network","funders":"Horizon 2020 Framework Programme; European Commission","keywords":"Public health; Quality of Life Research; Medicine; Public health policy; Environmental health; Cancer; Health policy; Gerontology; Nursing; Internal medicine","score_opus":0.11077388775323885,"score_gpt":0.5535342464922222,"score_spread":0.44276035873898334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386318595","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06600509,0.0007807767,0.0003110954,0.9199836,0.0001521201,0.003179505,0.0016647441,0.00020418811,0.007718837],"genre_scores_gemma":[0.9131935,0.030076267,0.0073566474,0.013889993,0.0057675308,0.0029835291,0.0014041018,0.00009826562,0.025230136],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9974954,0.000125306,0.00025835662,0.0003490805,0.0005179067,0.0012539349],"domain_scores_gemma":[0.99812484,0.00027303645,0.00005752557,0.0003003818,0.00037179227,0.00087241916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087776425,0.0001358059,0.00029037986,0.0005655927,0.00053046603,0.000056389697,0.0001128839,0.000070950264,0.00005983874],"category_scores_gemma":[0.00032100262,0.00011035276,0.000036516118,0.0036567019,0.00010281891,0.000075589815,0.00010264639,0.0002710341,0.000042851225],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002454028,0.00016058199,0.017606547,0.0009882414,0.000056960034,0.0000052614782,0.00066603476,0.0000044275284,0.0000049079827,0.02041032,0.5845886,0.3752627],"study_design_scores_gemma":[0.0043197926,0.0026261709,0.69902563,0.00031117734,0.000010815991,0.000066509805,0.00056451536,0.00044708452,0.0000073600663,0.0052731996,0.28720164,0.00014610428],"about_ca_topic_score_codex":0.04867176,"about_ca_topic_score_gemma":0.0070366138,"teacher_disagreement_score":0.90609366,"about_ca_system_score_codex":0.0014655407,"about_ca_system_score_gemma":0.008167715,"threshold_uncertainty_score":0.99745506},"labels":[],"label_agreement":null},{"id":"W4386378368","doi":"10.1111/jgs.18567","title":"Reply to: Artificial intelligence in geriatric medicine: Potentials and pitfalls","year":2023,"lang":"en","type":"letter","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"North York General Hospital; University of Toronto","funders":"","keywords":"Medicine; Geriatrics; MEDLINE; Gerontology; Psychiatry","score_opus":0.0279133767413411,"score_gpt":0.30841559471905555,"score_spread":0.28050221797771446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386378368","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024797091,0.0007960355,0.0010007682,0.9694663,0.0031204876,0.00067998655,0.000030110583,0.0000408492,0.0000683653],"genre_scores_gemma":[0.006994259,0.0070206197,0.008291926,0.95399565,0.02125008,0.000016573915,0.00001398518,0.000215013,0.0022018787],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951296,0.00030099158,0.0018765877,0.0005114174,0.001524239,0.0006571761],"domain_scores_gemma":[0.99485356,0.00095870165,0.0026374299,0.00078883884,0.0005161965,0.00024526584],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0019620599,0.00047686367,0.0017325163,0.0005642615,0.00011263468,0.000066707566,0.000814519,0.00035161417,0.00003861381],"category_scores_gemma":[0.0024857705,0.0003230772,0.0008417527,0.003522886,0.00059824955,0.00008621073,0.00037701396,0.0034685256,0.000027960336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009595641,0.000041710104,0.000557506,0.00021159087,0.0002273264,0.00041409308,0.0013951561,0.000055001645,0.00045449735,0.0000036595732,0.98541236,0.011131158],"study_design_scores_gemma":[0.0016624231,0.0042738523,0.039794464,0.0025672845,0.0030273676,0.00362346,0.005117925,0.00039989923,0.0003243392,0.0054716333,0.932034,0.0017033314],"about_ca_topic_score_codex":0.00068604667,"about_ca_topic_score_gemma":0.0000092840155,"teacher_disagreement_score":0.053378325,"about_ca_system_score_codex":0.0005470491,"about_ca_system_score_gemma":0.0005641471,"threshold_uncertainty_score":0.99992216},"labels":[],"label_agreement":null},{"id":"W4386392750","doi":"10.5770/cgj.26.673","title":"Survey and Interview Findings of an Environmental Scan of Perioperative Geriatric Models of Care in Canada*","year":2023,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; University of Alberta; St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Perioperative; Geriatrics; Context (archaeology); Delirium; Health care; Nursing; Family medicine; Intensive care medicine; Psychiatry; Surgery","score_opus":0.022949854425325385,"score_gpt":0.24181941112690417,"score_spread":0.2188695567015788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386392750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99592745,0.0025710731,0.0000053071117,0.00019936253,0.0001607578,0.00021002699,0.00076522236,0.0000019128297,0.00015889986],"genre_scores_gemma":[0.9986442,0.0009750087,0.00013077192,0.000043506392,0.000034645724,0.0000016779343,0.00007791402,0.00002149179,0.00007081569],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847376,0.00015686521,0.00059270015,0.00016377948,0.0003062045,0.0003066828],"domain_scores_gemma":[0.99890965,0.0000683222,0.00018824365,0.00017403846,0.00012793779,0.0005318296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005427994,0.0001378589,0.00048990216,0.00077147974,0.000040749695,0.000009577448,0.00015460677,0.00007407454,0.00008070908],"category_scores_gemma":[0.00011934107,0.00013870194,0.000052473322,0.0006594934,0.000073968884,0.00012193175,0.0000336581,0.00024804563,5.874725e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001892489,0.0000597818,0.94556797,0.0008325976,0.0001446042,0.0005915129,0.015174689,0.0023085983,0.0014177196,0.000031869982,0.0011092866,0.032572113],"study_design_scores_gemma":[0.0015367465,0.00039478426,0.98925984,0.00017165263,0.000047275713,0.00016118983,0.0052411584,0.0021664484,0.000662872,0.00001360178,0.00018966125,0.00015478938],"about_ca_topic_score_codex":0.9271974,"about_ca_topic_score_gemma":0.995062,"teacher_disagreement_score":0.06786461,"about_ca_system_score_codex":0.0012973513,"about_ca_system_score_gemma":0.005023235,"threshold_uncertainty_score":0.89110035},"labels":[],"label_agreement":null},{"id":"W4386392841","doi":"10.5770/cgj.26.689","title":"Retrospective Use of the Pictorial Fit-Frail Scale for Determination of Frailty Level in Hospitalized Older Adults with a Hip Fracture","year":2023,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of New Brunswick; Saint John Regional Hospital; Dalhousie University; Horizon Health Network","funders":"Dalhousie University; Fondation de la recherche en santé du Nouveau-Brunswick; Dalhousie Medical Research Foundation","keywords":"Medicine; Hip fracture; Frailty Index; Retrospective cohort study; Physical therapy; Emergency medicine; Gerontology; Internal medicine; Osteoporosis","score_opus":0.02843049035032606,"score_gpt":0.26749387096966115,"score_spread":0.2390633806193351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386392841","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99398685,0.00005113565,0.0006541948,0.0027020443,0.0010687764,0.0010665131,0.0003881226,0.000012130528,0.000070224305],"genre_scores_gemma":[0.9962018,0.00003209185,0.002452622,0.00018269628,0.0005187873,0.000024554834,0.000024243536,0.000039588875,0.0005235961],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836266,0.000057745914,0.00048710374,0.00021759263,0.00047114622,0.00040375555],"domain_scores_gemma":[0.998046,0.00014019701,0.00040057732,0.0003205383,0.0007705943,0.00032208746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003370869,0.00017430188,0.00040103105,0.0005796366,0.000106064836,0.000034090728,0.0002093174,0.00022359155,0.0000528011],"category_scores_gemma":[0.0013915682,0.0001270395,0.00016259507,0.0010907877,0.00009091787,0.0001812936,0.000021343656,0.00044709307,0.0000014826304],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021970049,0.0002405988,0.9030016,0.0005960882,0.00017749921,0.00023568749,0.017509256,0.00022458808,0.0007210935,0.000067292654,0.057997424,0.01703187],"study_design_scores_gemma":[0.0068010325,0.00034413557,0.98754996,0.0005034623,0.00009963572,0.00008924313,0.00027090384,0.0004442281,0.00069428876,0.0002544886,0.0027906229,0.00015802635],"about_ca_topic_score_codex":0.0076756976,"about_ca_topic_score_gemma":0.053664852,"teacher_disagreement_score":0.08454833,"about_ca_system_score_codex":0.00066039676,"about_ca_system_score_gemma":0.0013982094,"threshold_uncertainty_score":0.9989323},"labels":[],"label_agreement":null},{"id":"W4386397433","doi":"10.5770/cgj.26.638","title":"Social Vulnerability and Frailty in Hospitalized Older Adults","year":2023,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Mount Saint Vincent University; Nova Scotia Health Authority; Dalhousie University","funders":"Dalhousie University; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Medicine; Social vulnerability; Emergency department; Vulnerability (computing); Geriatrics; Gerontology; Frailty Index; Demography; Population; Emergency medicine; Psychological intervention; Psychiatry; Environmental health","score_opus":0.02090772042199412,"score_gpt":0.2886920827880816,"score_spread":0.2677843623660875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386397433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98236865,0.00029875385,0.00000944956,0.014914873,0.0005348866,0.00032689414,0.000034680495,0.000044732722,0.0014671016],"genre_scores_gemma":[0.99749327,0.00017499123,0.00018918858,0.0006084448,0.0007027429,0.000010815216,0.000025551337,0.000032342108,0.00076266064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982858,0.00008198657,0.00040394242,0.000275125,0.0003008227,0.0006523677],"domain_scores_gemma":[0.99855703,0.000066642475,0.00008869888,0.00016895932,0.00016956776,0.00094908423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066504796,0.00017024577,0.00033031608,0.0007688002,0.00025465363,0.00008305662,0.00011992036,0.00021120776,0.0002534409],"category_scores_gemma":[0.0006691584,0.00016995001,0.000093984614,0.0010112572,0.00008386241,0.00012980655,0.000030012056,0.0006978727,0.00006040467],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027172195,0.000115766605,0.6765173,0.00030885133,0.000102286154,0.0042528743,0.010434861,0.000011627257,0.000074938514,0.00025518672,0.21162449,0.096030064],"study_design_scores_gemma":[0.004103305,0.00007073234,0.9814509,0.00007993349,0.000029760742,0.0003966707,0.0003670462,0.00022510182,0.000011398969,0.0006634062,0.0124004325,0.00020129039],"about_ca_topic_score_codex":0.010413252,"about_ca_topic_score_gemma":0.036035497,"teacher_disagreement_score":0.30493358,"about_ca_system_score_codex":0.0005734906,"about_ca_system_score_gemma":0.00097110466,"threshold_uncertainty_score":0.9961765},"labels":[],"label_agreement":null},{"id":"W4386402279","doi":"10.1080/02701960.2023.2253180","title":"Assessing clinical frailty scale scoring by junior medical learners on an inpatient geriatrics consultation service","year":2023,"lang":"en","type":"article","venue":"Gerontology & Geriatrics Education","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Geriatrics; Medicine; Subspecialty; Psychological intervention; Family medicine; Cohen's kappa; Retrospective cohort study; Scale (ratio); Psychiatry; Internal medicine","score_opus":0.09319225982897275,"score_gpt":0.431937753678621,"score_spread":0.33874549384964825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386402279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.976931,0.00023811207,0.00074919197,0.013356578,0.0061163763,0.00077156204,0.000015099145,0.0004505489,0.0013715813],"genre_scores_gemma":[0.9861941,0.00053691864,0.0037676103,0.0049670865,0.0014091777,0.00016253137,0.0017949771,0.000090654445,0.0010769521],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9958382,0.0005148773,0.001128157,0.0009249199,0.0009374853,0.0006563245],"domain_scores_gemma":[0.99667096,0.0008127066,0.00048135663,0.0007265231,0.0006216927,0.000686788],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017872312,0.00033831122,0.00059544784,0.0005147297,0.00028293979,0.00010809088,0.00032336905,0.0007899227,0.00021986385],"category_scores_gemma":[0.0034162279,0.00035176676,0.000119636024,0.0016414967,0.00016430127,0.0004893561,0.000095079675,0.0008668509,0.0005135141],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058171625,0.0038198847,0.18294516,0.0004929893,0.0001578056,0.000047300415,0.007780723,0.00011448588,0.0018913011,0.00030890587,0.07548848,0.7263712],"study_design_scores_gemma":[0.011173221,0.0027382893,0.8995543,0.0004972787,0.0008346007,0.00030404417,0.019289315,0.011265504,0.0011348126,0.0007230824,0.05087713,0.0016083973],"about_ca_topic_score_codex":0.0004898443,"about_ca_topic_score_gemma":0.0002600055,"teacher_disagreement_score":0.72476286,"about_ca_system_score_codex":0.00039313335,"about_ca_system_score_gemma":0.0021825423,"threshold_uncertainty_score":0.9998934},"labels":[],"label_agreement":null},{"id":"W4386407388","doi":"10.1007/s40520-023-02519-3","title":"Essential steps in primary care management of older people with Type 2 diabetes: an executive summary on behalf of the European geriatric medicine society (EuGMS) and the European diabetes working party for older people (EDWPOP) collaboration","year":2023,"lang":"en","type":"review","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Hospitalier Universitaire de Sherbrooke; Université de Sherbrooke","funders":"","keywords":"Guideline; Executive summary; Primary care; Medicine; Geriatrics; MEDLINE; Family medicine; Diabetes management; Gerontology; Nursing; Diabetes mellitus; Type 2 diabetes; Psychiatry; Political science; Business","score_opus":0.07994534314542402,"score_gpt":0.4266671628525228,"score_spread":0.3467218197070988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386407388","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22065234,0.76873624,0.0000022325544,0.00054914784,0.00039008484,0.0062620393,0.000054108183,0.000039982267,0.0033138185],"genre_scores_gemma":[0.3131903,0.68463945,0.00012295392,0.000102941405,0.0004884751,0.00025905075,0.00041686292,0.0001453213,0.0006346279],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99439937,0.0025465377,0.0010325925,0.00072652573,0.0008303407,0.00046465118],"domain_scores_gemma":[0.99652946,0.0021500082,0.00035315525,0.00057294086,0.00024923054,0.00014522993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052620866,0.00033641382,0.001380609,0.00014562396,0.00023070262,0.000047983915,0.0003724612,0.00011867841,0.0000062771664],"category_scores_gemma":[0.00018708441,0.00017876014,0.00022283487,0.001155334,0.0010252115,0.00006313466,0.00069774955,0.0007464637,0.0000020828509],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015292711,0.0021501086,0.07046652,0.11166514,0.002996851,0.00006742937,0.06451171,0.000006907982,0.00014040981,0.00018909259,0.012782916,0.7334936],"study_design_scores_gemma":[0.055481344,0.009971047,0.4269462,0.3419703,0.0055264994,0.000013968183,0.10709834,0.00033150287,0.00063475454,0.000082928236,0.049905024,0.0020381047],"about_ca_topic_score_codex":0.000070206086,"about_ca_topic_score_gemma":0.00007025322,"teacher_disagreement_score":0.73145556,"about_ca_system_score_codex":0.00011105463,"about_ca_system_score_gemma":0.00015264757,"threshold_uncertainty_score":0.72896266},"labels":[],"label_agreement":null},{"id":"W4386484809","doi":"10.1016/j.archger.2023.105181","title":"Towards an operational definition of oral frailty: A e-Delphi study","year":2023,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","keywords":"Delphi method; Delphi; Medicine; Gerontology; Computer science; Psychology; Artificial intelligence","score_opus":0.08301749931667764,"score_gpt":0.34609774687047606,"score_spread":0.26308024755379844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386484809","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99513763,0.00016003971,0.000522877,0.00096449116,0.00011485725,0.000312655,0.00003956823,0.00004295296,0.0027049072],"genre_scores_gemma":[0.9903948,0.00014922745,0.009074679,0.00007393412,0.00004587973,0.000016678638,0.000115159,0.000010216337,0.000119425364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990493,0.00010416828,0.00031719625,0.00021184029,0.00015657271,0.0001609436],"domain_scores_gemma":[0.9993739,0.00019504376,0.00008955569,0.00020754339,0.00005577572,0.00007817694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018157717,0.000103100276,0.00033189307,0.00022562567,0.0000530892,0.000003873252,0.000081085134,0.00006987944,0.000043313656],"category_scores_gemma":[0.00020554838,0.00009331518,0.00004746062,0.00018306833,0.00020330578,0.00007534334,0.000068381596,0.00011068553,0.0000050550857],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040249564,0.004380826,0.6442537,0.0007924419,0.00086165767,0.00025521626,0.06351789,0.000070237,0.01705711,0.036649644,0.0021634293,0.2259729],"study_design_scores_gemma":[0.0030639623,0.0029746073,0.97945225,0.0000201303,0.00014382252,0.000058553727,0.002111589,0.0007271818,0.00034124154,0.010787825,0.00020639507,0.00011244521],"about_ca_topic_score_codex":0.000217607,"about_ca_topic_score_gemma":0.0002497711,"teacher_disagreement_score":0.33519855,"about_ca_system_score_codex":0.0000045350516,"about_ca_system_score_gemma":0.000098132085,"threshold_uncertainty_score":0.38052827},"labels":[],"label_agreement":null},{"id":"W4386529391","doi":"10.1016/j.jgo.2023.101611","title":"Assessing patient-reported outcomes (PROs) and patient-related outcomes in randomized cancer clinical trials for older adults: Results of DATECAN-ELDERLY initiative","year":2023,"lang":"en","type":"review","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Institut National Du Cancer; Ligue Contre le Cancer; Fondation ARC pour la Recherche sur le Cancer; Seagen; Pfizer; Fondation Bergonié; Institut National de la Santé et de la Recherche Médicale; National Institute on Aging; Direction Générale de l’offre de Soins; Eli Lilly and Company","keywords":"Medicine; Randomized controlled trial; Quality of life (healthcare); Geriatric oncology; Cancer; Clinical trial; Population; Gerontology; Clinical endpoint; Physical therapy; Family medicine; Internal medicine; Nursing","score_opus":0.2056958993967913,"score_gpt":0.5194389971863663,"score_spread":0.313743097789575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386529391","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03141679,0.9467908,0.000048181984,0.001881387,0.007135776,0.011974059,0.00056546007,0.000048836133,0.00013871434],"genre_scores_gemma":[0.0025220374,0.99393004,0.0020444302,0.00019011843,0.0003673162,0.0005040771,0.0001437302,0.00014380849,0.00015446215],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.97179204,0.0064592212,0.01962722,0.0007565369,0.0007657236,0.0005992824],"domain_scores_gemma":[0.92219514,0.048928108,0.026552899,0.0004997312,0.001462268,0.00036187528],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.016398396,0.00081968046,0.022886904,0.0019153788,0.00006432166,0.00004852202,0.00030939604,0.0016817179,0.000051341667],"category_scores_gemma":[0.095577456,0.00050914846,0.0034558577,0.0010493983,0.00036027798,0.0003294023,0.000167089,0.0018460955,0.0000034487891],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0349627,0.0010705971,0.0013009432,0.006482343,0.0065897107,0.0005867847,0.0013546512,0.0000019992249,3.326956e-7,0.0000030410977,0.0022559676,0.94539094],"study_design_scores_gemma":[0.77667284,0.009014334,0.005498464,0.053608608,0.030281866,0.0008712801,0.0020800305,0.000050554376,0.000003013158,0.00020073616,0.12073737,0.0009808897],"about_ca_topic_score_codex":0.00017543432,"about_ca_topic_score_gemma":0.00008048894,"teacher_disagreement_score":0.94441,"about_ca_system_score_codex":0.0006860557,"about_ca_system_score_gemma":0.004733433,"threshold_uncertainty_score":0.999736},"labels":[],"label_agreement":null},{"id":"W4386561123","doi":"10.3390/curroncol30090602","title":"Comprehensive Geriatric Assessment for Older Women with Early-Stage (Non-Metastatic) Breast Cancer—An Updated Systematic Review of the Literature","year":2023,"lang":"en","type":"review","venue":"Current Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Systematic review; MEDLINE; Quality of life (healthcare); Metastatic breast cancer; Cancer; Stage (stratigraphy); Geriatric oncology; Intensive care medicine; Oncology; Family medicine; Internal medicine; Nursing","score_opus":0.09211047130855497,"score_gpt":0.4530164847027176,"score_spread":0.3609060133941626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386561123","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009123384,0.9755403,0.0000536125,0.00031412675,0.0016346363,0.019091466,0.0031608571,0.00007292277,0.000040838593],"genre_scores_gemma":[0.000008751095,0.9875487,0.00025750117,0.00023086763,0.0002809315,0.008681426,0.0016414688,0.00015304046,0.0011973168],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9951844,0.001010838,0.0018282306,0.0007484473,0.0005863372,0.00064173905],"domain_scores_gemma":[0.9943817,0.0006098727,0.0022555387,0.0013294715,0.0011536515,0.00026972892],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006608054,0.0007725283,0.006515823,0.0003087206,0.00008983123,0.000034972396,0.0006587925,0.0002999346,0.00017008359],"category_scores_gemma":[0.000114413495,0.00040845276,0.00058436615,0.0016003054,0.00016498695,0.00008655432,0.00019046107,0.0010271645,0.000020286525],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003577171,0.0004048479,0.000009957192,0.9246301,0.0012892655,0.00003208596,0.00046573242,4.4893972e-7,2.3634165e-7,0.000015221694,0.006258506,0.06685783],"study_design_scores_gemma":[0.0013055132,0.0006280297,0.00018841284,0.6620836,0.007926035,0.00029819435,0.000114670336,0.000011748299,8.987671e-8,0.0000036201563,0.3271611,0.00027897288],"about_ca_topic_score_codex":0.000017483993,"about_ca_topic_score_gemma":0.00001089153,"teacher_disagreement_score":0.3209026,"about_ca_system_score_codex":0.0014868946,"about_ca_system_score_gemma":0.0028983168,"threshold_uncertainty_score":0.99983674},"labels":[],"label_agreement":null},{"id":"W4386590291","doi":"10.1007/s12630-023-02559-3","title":"A model to predict level of adherence to prehabilitation in older adults with frailty having cancer surgery","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital","funders":"Networks of Centres of Excellence of Canada; Canadian Frailty Network; Government of Canada","keywords":"Prehabilitation; Medicine; Randomized controlled trial; Cohort; Physical therapy; Prospective cohort study; Gerontology; Internal medicine","score_opus":0.05877540432159022,"score_gpt":0.28635710712479284,"score_spread":0.2275817028032026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386590291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880338,0.00024082462,0.000105589934,0.010625555,0.00019224772,0.0006737079,0.000046476758,0.000014976519,0.00006683603],"genre_scores_gemma":[0.99651545,0.000035702422,0.0020441504,0.0002704692,0.0002523202,0.000037225487,0.000007971333,0.00008303297,0.0007536674],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961545,0.000118150434,0.0013382038,0.0003713753,0.000913873,0.0011039046],"domain_scores_gemma":[0.9938516,0.00027332522,0.00056570035,0.00036385475,0.001456627,0.003488907],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015501971,0.00037691667,0.000999668,0.00279649,0.00015706857,0.00007484192,0.00045558752,0.00019629237,0.00013873493],"category_scores_gemma":[0.001067931,0.000331786,0.00023823557,0.002107749,0.00014285656,0.00042780017,0.000013396776,0.000768217,0.000013467769],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002330084,0.00016444254,0.49861714,0.0007870515,0.00020890104,0.31828135,0.042950142,0.065958746,0.00031620773,0.0000356612,0.034436997,0.03591327],"study_design_scores_gemma":[0.0022870987,0.002443566,0.6451173,0.009981382,0.0001347253,0.33373484,0.003354044,0.0016830855,0.00019998186,0.000065054875,0.0004876165,0.000511313],"about_ca_topic_score_codex":0.045273256,"about_ca_topic_score_gemma":0.27374625,"teacher_disagreement_score":0.228473,"about_ca_system_score_codex":0.0014419968,"about_ca_system_score_gemma":0.011134192,"threshold_uncertainty_score":0.9999134},"labels":[],"label_agreement":null},{"id":"W4386602462","doi":"10.1186/s12877-023-04192-7","title":"Recent functional decline and outpatient follow-up after hospital discharge: a cohort study","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Impact; Institute for Clinical Evaluative Sciences; McMaster University; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cohort; Retrospective cohort study; Acute care; Cohort study; Hospital discharge; Propensity score matching; Emergency medicine; Health care; Gerontology; Internal medicine","score_opus":0.023865422101233175,"score_gpt":0.2688964413079873,"score_spread":0.2450310192067541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386602462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99334705,0.00040608106,0.00018687383,0.0012910966,0.0026432967,0.0017226263,0.000036213267,0.00019048361,0.00017625961],"genre_scores_gemma":[0.992874,0.00038717373,0.0004643532,0.00018578242,0.0005362437,0.0003453015,0.00017542757,0.000043474258,0.0049882233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981105,0.000050869694,0.0003755107,0.00046899213,0.00066880655,0.00032536147],"domain_scores_gemma":[0.9989963,0.000121812205,0.000082451814,0.00037653226,0.00020875614,0.00021415259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040473518,0.00020537898,0.00031059387,0.00018694208,0.00007504174,0.000038574308,0.00006593562,0.0000968222,0.00025593347],"category_scores_gemma":[0.00067789655,0.00017526791,0.00008547661,0.0006470981,0.000035640187,0.00007858831,0.0002274303,0.00019084766,0.00030707713],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038252128,0.00053285086,0.9797697,0.000056268877,0.00007056968,0.000045167417,0.0007103631,0.0000041422386,0.000009002658,0.00000656668,0.015418165,0.0029946973],"study_design_scores_gemma":[0.0042316397,0.00094924617,0.9808997,0.000016479624,0.0002217684,0.000011327282,0.00050873024,0.00021719608,0.000009018442,0.00003744668,0.012701789,0.00019565794],"about_ca_topic_score_codex":0.000029786155,"about_ca_topic_score_gemma":0.00013606147,"teacher_disagreement_score":0.0048119635,"about_ca_system_score_codex":0.00009298614,"about_ca_system_score_gemma":0.00011428313,"threshold_uncertainty_score":0.71472174},"labels":[],"label_agreement":null},{"id":"W4386725536","doi":"10.1097/ccm.0000000000005997","title":"Aging Populations and Critical Care: How We Mature Enough to Handle the Truth?*","year":2023,"lang":"en","type":"letter","venue":"Critical Care Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Government (linguistics); Queen (butterfly); Gerontology","score_opus":0.06203645940771149,"score_gpt":0.3634122248831158,"score_spread":0.30137576547540434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386725536","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017568718,0.017066078,0.00029435463,0.9732407,0.0058778655,0.0008680896,0.00033350004,0.00035508943,0.001788668],"genre_scores_gemma":[0.34452933,0.00014390502,0.001159039,0.61860275,0.029173113,0.00024950295,0.0018736733,0.00030779088,0.003960875],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99566805,0.00021532769,0.00052933354,0.001054772,0.0014564522,0.0010760416],"domain_scores_gemma":[0.99261534,0.004568344,0.000040895313,0.0011603337,0.0010059833,0.0006091169],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00022054571,0.000680059,0.0011638084,0.00036489047,0.00042602266,0.00013433244,0.00037146913,0.0010590733,0.0002876137],"category_scores_gemma":[0.02046796,0.0004500956,0.0001909462,0.0005904545,0.0014282708,0.00008787221,0.00026642802,0.0038619856,0.000114549985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024716157,0.000013609403,0.00013221835,0.0057998328,0.000038702445,0.0026159221,0.006061005,2.7053673e-7,0.00003472073,0.0023836212,0.9795939,0.0033015362],"study_design_scores_gemma":[0.0011497184,0.0009297586,0.0012233169,0.0053511173,0.0016451481,0.00070581405,0.016080828,0.00001717456,0.0000432343,0.00091246294,0.9713995,0.0005419521],"about_ca_topic_score_codex":0.00010622586,"about_ca_topic_score_gemma":0.00006194844,"teacher_disagreement_score":0.3546379,"about_ca_system_score_codex":0.00026596058,"about_ca_system_score_gemma":0.00015639744,"threshold_uncertainty_score":0.9997951},"labels":[],"label_agreement":null},{"id":"W4386730817","doi":"10.1093/ageing/afad156.055","title":"20 Clinical competencies of the clinical nurse specialist in Care of the Older Person in a geriatric assessment unit","year":2023,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Clinical nurse specialist; Audit; Cohort; Quarter (Canadian coin); Nursing; Family medicine; Geriatrics; Health care; Gerontology; Psychiatry; Internal medicine","score_opus":0.06979035545569161,"score_gpt":0.3885220397694363,"score_spread":0.31873168431374466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386730817","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946967,0.00018560122,0.0000013086077,0.0019059221,0.00037278555,0.0003452833,0.000008603524,0.000009467158,0.0024743394],"genre_scores_gemma":[0.9987838,0.00013407385,0.000094351635,0.0001956128,0.00017480449,0.0000048289494,0.0000058415003,0.000009057881,0.00059757545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986491,0.00026336862,0.0005381009,0.00017546049,0.00022315845,0.00015081748],"domain_scores_gemma":[0.99908334,0.00040603167,0.00013877182,0.0002929086,0.000042596,0.0000363385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006004837,0.00008409743,0.00035069208,0.00007058041,0.00003663735,0.0000072620624,0.000146351,0.0000899788,0.000021015681],"category_scores_gemma":[0.0004151307,0.000049425136,0.00014014458,0.00055463257,0.0002327495,0.0000295262,0.000095229996,0.00040120073,0.0000015926706],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024348486,0.0001165331,0.9755601,0.00015931355,0.000018850062,0.0006235042,0.004860554,0.000009556463,0.00026174317,0.000072053925,0.000628805,0.0176646],"study_design_scores_gemma":[0.0016498151,0.00008816617,0.9869776,0.0006422966,0.00004156794,0.0000034442928,0.009582589,0.00014753049,0.000033241427,0.000026992599,0.00075647596,0.000050297112],"about_ca_topic_score_codex":0.000558987,"about_ca_topic_score_gemma":0.002290807,"teacher_disagreement_score":0.017614303,"about_ca_system_score_codex":0.000023857245,"about_ca_system_score_gemma":0.00011676288,"threshold_uncertainty_score":0.20154984},"labels":[],"label_agreement":null},{"id":"W4386730863","doi":"10.1093/ageing/afad156.286","title":"198 How comprehensive is our Comprehensive Geriatric Assessment in clinical practice?","year":2023,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mood; Montreal Cognitive Assessment; Gerontology; Cognition; Cognitive impairment; Psychiatry","score_opus":0.07104863107241632,"score_gpt":0.3992325991542064,"score_spread":0.32818396808179007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386730863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96065354,0.0005179171,0.000065714725,0.035170212,0.0004807725,0.00051274436,0.000008059518,0.00013052317,0.0024605105],"genre_scores_gemma":[0.987125,0.0014242675,0.003119558,0.00541476,0.00042404878,0.000018128616,0.00004266147,0.000028543807,0.0024030283],"study_design_codex":"case_report","study_design_gemma":"observational","domain_scores_codex":[0.99836785,0.0001623584,0.00039272432,0.0004181918,0.00031187892,0.00034698634],"domain_scores_gemma":[0.9985336,0.0007239537,0.00014287727,0.00029429854,0.00014685802,0.00015842957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022393852,0.00018131155,0.0004695132,0.00019532892,0.00008080977,0.000070081645,0.00007669017,0.0001303592,0.000013920109],"category_scores_gemma":[0.00037346198,0.00016500035,0.000099726276,0.00050616154,0.000044551223,0.00020192015,0.00016127757,0.00059618783,0.00008666866],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037293354,0.00080479286,0.054624632,0.0011691827,0.00073932443,0.34323406,0.007113211,0.00004692624,0.010807136,0.0002812201,0.26000798,0.3207986],"study_design_scores_gemma":[0.0028418084,0.00029199407,0.86573225,0.00025123233,0.00010872722,0.00014634855,0.0066604274,0.0009372632,0.000038066704,0.000098122044,0.12269668,0.00019708958],"about_ca_topic_score_codex":0.0001626092,"about_ca_topic_score_gemma":0.000024996638,"teacher_disagreement_score":0.81110764,"about_ca_system_score_codex":0.000044036176,"about_ca_system_score_gemma":0.00006023325,"threshold_uncertainty_score":0.6728519},"labels":[],"label_agreement":null},{"id":"W4386946751","doi":"10.1093/gerona/glad227","title":"Reliability of the Frailty Index Among Community-Dwelling Older Adults","year":2023,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Austrian Science Fund","keywords":"Frailty Index; Gerontology; Reliability (semiconductor); Index (typography); Reliability engineering; Psychology; Medicine; Computer science; Engineering; World Wide Web","score_opus":0.05304316603021727,"score_gpt":0.32545187912400825,"score_spread":0.272408713093791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386946751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98501927,0.00047924952,0.00005157264,0.012368946,0.00039755704,0.0004944667,0.000015109311,0.000055939116,0.001117892],"genre_scores_gemma":[0.99786377,0.00030297448,0.000107626875,0.00027934066,0.00007764711,0.000013326026,0.0000038593435,0.000024040923,0.0013274228],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974228,0.0008397158,0.00079216517,0.00014797562,0.0004265433,0.00037081205],"domain_scores_gemma":[0.99659663,0.0008733443,0.0006043012,0.0013665035,0.00047105266,0.000088164634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020302725,0.00019052016,0.0006246782,0.000098515906,0.0003578535,0.000009232633,0.00072415237,0.00021597116,0.00022217998],"category_scores_gemma":[0.0017122572,0.00010448468,0.0002480088,0.00047685546,0.0014155712,0.00018135893,0.00031957024,0.0012827467,0.000010793485],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019976094,0.0004729374,0.9363485,0.00087010686,0.00043806012,0.000021721538,0.039266422,0.0006865842,0.003657658,0.00012549367,0.0103756515,0.005739283],"study_design_scores_gemma":[0.0011959843,0.00026323166,0.98141253,0.0008800003,0.00010765268,0.00016572366,0.009170174,0.0002552066,0.0046169334,0.0013594952,0.0004800323,0.00009301888],"about_ca_topic_score_codex":0.001570885,"about_ca_topic_score_gemma":0.0021886404,"teacher_disagreement_score":0.045064077,"about_ca_system_score_codex":0.000045430155,"about_ca_system_score_gemma":0.00010571432,"threshold_uncertainty_score":0.55729675},"labels":[],"label_agreement":null},{"id":"W4386947254","doi":"10.1515/tjb-2023-0189","title":"Comprehensive geriatric assessment and drug burden in elderly chronic kidney disease patients","year":2023,"lang":"en","type":"article","venue":"Turkish Journal of Biochemistry","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Polypharmacy; Medicine; Anticholinergic; Comorbidity; Kidney disease; Geriatrics; Malnutrition; Gerontology; Internal medicine; Geriatric Depression Scale; Beers Criteria; Population; Intensive care medicine; Physical therapy; Cognition; Psychiatry; Environmental health","score_opus":0.01007064925322606,"score_gpt":0.2836537287953305,"score_spread":0.2735830795421045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386947254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941094,0.0015771491,0.0000030678184,0.0035999091,0.00022878553,0.0001619752,0.000039302016,0.000022715589,0.0002577008],"genre_scores_gemma":[0.9975375,0.00063848903,0.00013858866,0.00022529787,0.00050792313,0.0000042685033,0.000091957176,0.000021407339,0.00083458907],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860114,0.00002946995,0.0004620912,0.00019694881,0.0004478336,0.00026252263],"domain_scores_gemma":[0.99868387,0.000059281585,0.00024166043,0.00020244108,0.0002474154,0.00056532817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014190312,0.00016564134,0.0003245038,0.00016942463,0.00003410334,0.000028622428,0.00013195211,0.00007234857,0.00006034278],"category_scores_gemma":[0.00018675976,0.00014946531,0.000097940225,0.0003696702,0.00007131384,0.00007970444,0.00008065768,0.0004086469,0.000008216153],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010108425,0.0008520253,0.49527678,0.004568427,0.0003687677,0.0037229236,0.0010573008,0.00017078708,0.10945614,0.0000033984875,0.33231184,0.051200762],"study_design_scores_gemma":[0.013772869,0.0005674387,0.95841044,0.0020653089,0.0002629532,0.0002449484,0.00053397956,0.0004868223,0.007745843,0.00012274415,0.015381039,0.0004056138],"about_ca_topic_score_codex":0.000012851374,"about_ca_topic_score_gemma":4.685204e-7,"teacher_disagreement_score":0.46313366,"about_ca_system_score_codex":0.00031820193,"about_ca_system_score_gemma":0.0006720065,"threshold_uncertainty_score":0.60950184},"labels":[],"label_agreement":null},{"id":"W4386950294","doi":"10.1111/ene.16072","title":"Frailty is associated with the clinical expression of neuropsychological deficits in older adults","year":2023,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"National Institute on Aging","keywords":"Neuropsychology; Medicine; Dementia; Neuropsychological test; Cognition; Episodic memory; Neuropsychological assessment; Confounding; Cohort; Clinical psychology; Gerontology; Psychiatry; Disease; Internal medicine","score_opus":0.059679161303447054,"score_gpt":0.33556991437994454,"score_spread":0.27589075307649746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386950294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819484,0.00006761696,0.000034803536,0.015929027,0.00038534077,0.00020556088,0.0000050529925,0.00003341768,0.0013908176],"genre_scores_gemma":[0.9935702,0.00011164754,0.000054218996,0.0058391243,0.00019297723,9.644006e-7,0.0000033410038,0.000045542503,0.0001819939],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957602,0.0021779395,0.0010263602,0.00029238127,0.0004196019,0.0003235273],"domain_scores_gemma":[0.99751085,0.0009997109,0.00072497805,0.00036573227,0.00025122426,0.00014753298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018858837,0.00017591855,0.00056062534,0.00021989984,0.00003699945,0.0000073833935,0.00039817518,0.000094819145,0.000097147604],"category_scores_gemma":[0.0017755576,0.00009780357,0.00018085889,0.0005723016,0.00029456933,0.000054741402,0.00012087652,0.0014086292,0.000064368636],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025625147,0.0032234457,0.65771425,0.000094313094,0.00025589752,0.05678467,0.005381516,0.0003289456,0.012532661,0.000014738454,0.19855693,0.03948748],"study_design_scores_gemma":[0.006528358,0.006130036,0.98288053,0.00028987994,0.00004340733,0.0010774009,0.00006613091,0.00007313052,0.00017380838,0.000007859065,0.002650382,0.000079057296],"about_ca_topic_score_codex":0.0000012437703,"about_ca_topic_score_gemma":0.0000040943214,"teacher_disagreement_score":0.32516629,"about_ca_system_score_codex":0.000007421962,"about_ca_system_score_gemma":0.00004943827,"threshold_uncertainty_score":0.6119872},"labels":[],"label_agreement":null},{"id":"W4386953447","doi":"10.1093/jnci/djad200","title":"Effectiveness of geriatric assessment and management in older cancer patients: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"JNCI Journal of the National Cancer Institute","topic":"Frailty in Older Adults","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto General Hospital; University Health Network; Western University; University of Toronto","funders":"Canadian Cancer Society","keywords":"Medicine; Relative risk; Meta-analysis; Confidence interval; Discontinuation; Randomized controlled trial; Geriatric oncology; MEDLINE; CINAHL; Internal medicine; Cochrane Library; Cancer; Physical therapy; Psychological intervention; Psychiatry","score_opus":0.12413491230570584,"score_gpt":0.45285659095126285,"score_spread":0.328721678645557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386953447","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000039413895,0.9951669,0.000013007012,0.00034720308,0.00036226286,0.0037676243,0.00023498255,0.0000036166994,0.00006497382],"genre_scores_gemma":[0.00026050667,0.9981866,0.000114203096,0.0001989707,0.000058540438,0.00083595654,0.000015936072,0.000023433686,0.0003058347],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9961261,0.0005286881,0.0016865822,0.00025462866,0.001266515,0.0001374875],"domain_scores_gemma":[0.9963557,0.0003745219,0.002175129,0.00020096736,0.0008183298,0.000075353426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020670248,0.0003146463,0.005155238,0.00084426027,0.000040841904,0.00001991634,0.00026509332,0.000100540296,0.00003723258],"category_scores_gemma":[0.00030270533,0.00016687655,0.0012942649,0.0018402252,0.00007567663,0.0001501632,0.00014213924,0.00039062506,6.878661e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009082296,0.000088925495,0.00010074749,0.8752839,0.1229778,0.000009807072,0.0000145256845,0.00007536655,4.4685123e-8,0.00007639555,0.00027945975,0.0010839533],"study_design_scores_gemma":[0.00081348635,0.00003778793,0.0050911084,0.23484059,0.75426733,0.000037033533,0.0000023111143,0.0000058628702,2.3104892e-7,0.000032711923,0.0047254525,0.00014608527],"about_ca_topic_score_codex":0.00008961427,"about_ca_topic_score_gemma":0.00009258917,"teacher_disagreement_score":0.6404433,"about_ca_system_score_codex":0.0011845842,"about_ca_system_score_gemma":0.00068725966,"threshold_uncertainty_score":0.6805028},"labels":[],"label_agreement":null},{"id":"W4386982831","doi":"10.1007/978-3-031-37337-4_10","title":"Activities of Daily Living","year":2023,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on technology and health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; University of Ottawa; Bruyère","funders":"","keywords":"Activities of daily living; Toileting; Bathing; Personal care; Independent living; Living space; Psychology; Gerontology; Personal hygiene; Residential care; Older people; Medicine; Apartment; Engineering","score_opus":0.03324092713271429,"score_gpt":0.29737478995809663,"score_spread":0.2641338628253823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386982831","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01019497,0.025010128,0.00017796784,0.18439889,0.0011987976,0.0034712544,0.0004297183,0.0039729527,0.77114534],"genre_scores_gemma":[0.6039629,0.011668752,0.0007036314,0.0021537375,0.00022926588,0.000076359735,0.000016233487,0.00023520278,0.3809539],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986108,0.000018758505,0.0003748022,0.00043952515,0.00022893115,0.00032721148],"domain_scores_gemma":[0.9983029,0.0007179443,0.00030511396,0.0005466304,0.000039144663,0.000088300214],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027047045,0.0003224684,0.0009880069,0.0013978617,0.00012493889,0.000005039849,0.00013814354,0.0009956395,0.00017169202],"category_scores_gemma":[0.00044850513,0.00028126597,0.000106570835,0.000097593605,0.0004498369,0.000015776375,0.00008535832,0.00096177275,0.000039038234],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018415318,0.00010876751,0.00067221414,0.0039792424,0.00072279444,0.000084358006,0.00070452155,0.0000012492168,0.00026421202,0.2836782,0.022515355,0.6870849],"study_design_scores_gemma":[0.0027859209,0.016287101,0.0324005,0.10128721,0.0017703904,0.0014838018,0.0018541454,0.000047603444,0.056515124,0.46451014,0.31720617,0.0038518684],"about_ca_topic_score_codex":0.000038607886,"about_ca_topic_score_gemma":0.00018632827,"teacher_disagreement_score":0.683233,"about_ca_system_score_codex":0.0001067825,"about_ca_system_score_gemma":0.000280322,"threshold_uncertainty_score":0.99996394},"labels":[],"label_agreement":null},{"id":"W4386997343","doi":"10.1016/j.archger.2023.105208","title":"Frailty and mortality: Utility of Frail-VIG index in ED short-stay units for older adults","year":2023,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Victoria","keywords":"Medicine; Frailty Index; Observational study; Dementia; Prospective cohort study; Gerontology; Emergency department; Internal medicine; Disease","score_opus":0.05096784127790001,"score_gpt":0.32645021167923577,"score_spread":0.2754823704013358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386997343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958049,0.0012068162,0.0008151621,0.00043387912,0.0001360302,0.0007254171,0.00014751591,0.00003513544,0.00069513876],"genre_scores_gemma":[0.99782765,0.000773812,0.00097607373,0.000055843222,0.000043270735,0.000035146837,0.00009784816,0.000015920301,0.00017444369],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852407,0.00008840567,0.00052703015,0.00038487033,0.00013971076,0.0003358918],"domain_scores_gemma":[0.99836355,0.0009807799,0.00012495273,0.00032675508,0.00008171237,0.00012222902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029331463,0.00017889505,0.0006203927,0.00030720883,0.00004397145,0.0000033609763,0.00010342765,0.00019618351,0.00001961189],"category_scores_gemma":[0.00063563226,0.000169014,0.0000627345,0.00033782944,0.00046873395,0.000061809915,0.000120046025,0.0002045895,5.9561927e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011214651,0.00015804279,0.8939494,0.0011737148,0.00011579482,0.000021535116,0.004995059,0.0000020509708,0.00022413606,0.00027614148,0.00048945064,0.09747323],"study_design_scores_gemma":[0.0032811076,0.00030666607,0.9894636,0.00013330451,0.00008725605,0.000015744547,0.00084956986,0.0028658416,0.00039971262,0.0021312707,0.00033486047,0.0001310526],"about_ca_topic_score_codex":0.00028654316,"about_ca_topic_score_gemma":0.0009021533,"teacher_disagreement_score":0.09734217,"about_ca_system_score_codex":0.0000052075375,"about_ca_system_score_gemma":0.000099966426,"threshold_uncertainty_score":0.6892191},"labels":[],"label_agreement":null},{"id":"W4387008214","doi":"10.1016/j.archger.2023.105213","title":"Mortality from all-cause and cause-specific in the elderly: Joint implications of anemia and frailty","year":2023,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Anemia; Medicine; Hazard ratio; Proportional hazards model; Hemoglobin; Incidence (geometry); Cause of death; Gerontology; Internal medicine; Confidence interval; Disease","score_opus":0.11591959041363592,"score_gpt":0.3410374472696648,"score_spread":0.22511785685602886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387008214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9922299,0.002239632,0.00012735621,0.004436409,0.00004552732,0.00028403106,0.00009866974,0.000018453671,0.00052005326],"genre_scores_gemma":[0.99254525,0.0063740727,0.0008200045,0.0000940129,0.000036503683,0.000016085694,0.00006494021,0.000007866762,0.000041237887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990279,0.00010174677,0.00033882816,0.00026248075,0.000087373075,0.00018169265],"domain_scores_gemma":[0.99859715,0.00083565153,0.00011668561,0.00036475333,0.000018721494,0.00006704522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001780484,0.00011435124,0.00032954197,0.0001370279,0.0000474416,0.0000061464702,0.000085653366,0.00009485012,0.000010746082],"category_scores_gemma":[0.00012836984,0.00008815612,0.000031891766,0.0001526493,0.0004632408,0.00004083043,0.00008921962,0.00018296459,0.0000010081254],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025006966,0.00021655907,0.9006005,0.0003335201,0.0003300453,0.00007316095,0.019301768,0.0000033789893,0.01652438,0.0055699595,0.0026182174,0.05417847],"study_design_scores_gemma":[0.0010207393,0.00023262105,0.9868538,0.000023946071,0.00014053678,0.000046187,0.0007357906,0.000048946607,0.00016774228,0.010082482,0.00057423447,0.0000729944],"about_ca_topic_score_codex":0.00036886483,"about_ca_topic_score_gemma":0.0010689214,"teacher_disagreement_score":0.08625331,"about_ca_system_score_codex":0.0000042782635,"about_ca_system_score_gemma":0.000029003128,"threshold_uncertainty_score":0.35949022},"labels":[],"label_agreement":null},{"id":"W4387018220","doi":"10.1590/1981-22562023026.230072.en","title":"Comparison of frailty in oldest-old people using the Clinical-Functional Vulnerability Index-20 (IVCF-20) and Edmonton Frail Scale (EFS)","year":2023,"lang":"en","type":"article","venue":"Revista Brasileira de Geriatria e Gerontologia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Population; Demography; Kappa; Vulnerability (computing); Cohort; Environmental health; Internal medicine; Mathematics","score_opus":0.12302750868265831,"score_gpt":0.40627907683431963,"score_spread":0.2832515681516613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387018220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99436146,0.0013157811,0.0010225921,0.00084531563,0.0005747117,0.0014037126,0.00007534866,0.00020079907,0.00020030032],"genre_scores_gemma":[0.9969697,0.00009824622,0.0015329887,0.0002232755,0.0005059682,0.000061919345,0.00010837019,0.0000539257,0.00044560013],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946722,0.00093946,0.0019964185,0.0009427957,0.00065528613,0.0007938629],"domain_scores_gemma":[0.99548286,0.0020893277,0.0006869561,0.0011932969,0.000247162,0.00030042068],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0037736294,0.00046330507,0.0017243582,0.00025352955,0.00022687834,0.00009066912,0.00038459885,0.00061649125,0.00026851907],"category_scores_gemma":[0.0027291153,0.0003671653,0.00036781045,0.0012464185,0.00053235475,0.00020181466,0.00029818574,0.0011463219,0.00003048622],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063693494,0.00035956985,0.9864403,0.00045400453,0.00009123769,0.000017827086,0.0010986088,0.00023641762,0.0027760647,0.00009370962,0.004958119,0.002837182],"study_design_scores_gemma":[0.0032127786,0.00033123733,0.98571354,0.00026505912,0.00019992756,0.00005949039,0.0009343918,0.007934759,0.00020280003,0.0000937436,0.0007262626,0.00032601808],"about_ca_topic_score_codex":0.0009012742,"about_ca_topic_score_gemma":0.0030022464,"teacher_disagreement_score":0.007698342,"about_ca_system_score_codex":0.00035412156,"about_ca_system_score_gemma":0.00051065144,"threshold_uncertainty_score":0.99987805},"labels":[],"label_agreement":null},{"id":"W4387018240","doi":"10.1590/1981-22562023026.230072.pt","title":"Comparação da fragilidade em pessoas idosas longevas pelo Índice de Vulnerabilidade Clínico-Funcional-20 (IVCF-20) e pela Edmonton Frail Scale (EFS)","year":2023,"lang":"pt","type":"article","venue":"Revista Brasileira de Geriatria e Gerontologia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology","score_opus":0.044733465906352736,"score_gpt":0.3215117091897232,"score_spread":0.2767782432833705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387018240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9578527,0.020997928,0.0019228641,0.0038187688,0.0043993383,0.0047832048,0.0014553342,0.0023463918,0.0024234646],"genre_scores_gemma":[0.95688,0.001037174,0.0022351425,0.0017562798,0.006042984,0.0005731493,0.0023673186,0.00066042837,0.028447565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.97866106,0.0034519185,0.0045144814,0.004261149,0.0032182767,0.005893112],"domain_scores_gemma":[0.98498607,0.004186574,0.0022187924,0.0048205885,0.0009872707,0.002800728],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0071725864,0.003030161,0.0051742266,0.0012807129,0.0013992649,0.0016153078,0.0032135,0.0031658001,0.005918902],"category_scores_gemma":[0.0053773406,0.0031724705,0.0021122545,0.0035579521,0.001084785,0.00096787134,0.00130014,0.004817299,0.008752524],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004465959,0.002245385,0.5289364,0.0073089018,0.0024180992,0.004048482,0.02666511,0.0010865947,0.018830894,0.0011695849,0.39219096,0.010633633],"study_design_scores_gemma":[0.015334327,0.002180225,0.8968632,0.003620227,0.0039771223,0.0019947428,0.011969014,0.009261845,0.0012264621,0.00023435146,0.048641283,0.004697175],"about_ca_topic_score_codex":0.00090069836,"about_ca_topic_score_gemma":0.0027241227,"teacher_disagreement_score":0.36792684,"about_ca_system_score_codex":0.004419915,"about_ca_system_score_gemma":0.0038442558,"threshold_uncertainty_score":0.99990076},"labels":[],"label_agreement":null},{"id":"W4387035031","doi":"10.1111/psyg.13031","title":"Cognitive frailty and its association with depression, anxiety and stress during the <scp>COVID</scp>‐19 pandemic among older adults in the transforming cognitive frailty into <scp>later‐life self‐sufficiency</scp> (<scp>AGELESS</scp>) study","year":2023,"lang":"en","type":"article","venue":"Psychogeriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Depression (economics); Geriatric Depression Scale; Cognition; Psychology; Gerontology; Perceived Stress Scale; Hospital Anxiety and Depression Scale; Medicine; Clinical psychology; Psychiatry; Stress (linguistics); Depressive symptoms","score_opus":0.016853524816996483,"score_gpt":0.28588698365529425,"score_spread":0.26903345883829777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387035031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99016947,0.0017484607,0.0002329882,0.00013302923,0.0003549924,0.0056515676,0.00040040867,0.00047940816,0.0008296547],"genre_scores_gemma":[0.9954364,0.0020425166,0.000046070974,0.00056246994,0.00038145797,0.00070720975,0.00018160556,0.00014517811,0.00049710023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9932547,0.00080804265,0.0010882771,0.0016273804,0.0018332921,0.0013883108],"domain_scores_gemma":[0.98921674,0.00816379,0.0007586516,0.0005664511,0.00069703703,0.00059729815],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025419411,0.0008903242,0.00094222935,0.00058932375,0.0010518163,0.0003257021,0.00053754816,0.000634238,0.0000057274538],"category_scores_gemma":[0.008399926,0.00060906686,0.00016359096,0.0030385957,0.0002317602,0.00068789057,0.00022203356,0.0017858688,0.000025802889],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006776952,0.0008251992,0.8387823,0.0005351141,0.00033446052,0.000095780495,0.15728629,0.000028813494,0.00018213356,0.0000024053109,0.0005668274,0.0012928895],"study_design_scores_gemma":[0.011443623,0.0005506728,0.8425308,0.00083234295,0.00069402606,0.00008690815,0.1424041,0.0007353827,0.00031395713,0.00003529696,0.00023852586,0.00013439642],"about_ca_topic_score_codex":0.00030387074,"about_ca_topic_score_gemma":0.0013024888,"teacher_disagreement_score":0.014882193,"about_ca_system_score_codex":0.0003042974,"about_ca_system_score_gemma":0.00027876205,"threshold_uncertainty_score":0.99995273},"labels":[],"label_agreement":null},{"id":"W4387078190","doi":"10.1017/s1041610223000868","title":"The NIA-AA revised clinical criteria for Alzheimer’s disease: are they too advanced?","year":2023,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Disease; Alzheimer's disease; Medicine; Pathology","score_opus":0.08597707952024419,"score_gpt":0.4473095492888417,"score_spread":0.3613324697685975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387078190","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22281054,0.009487897,0.0044051935,0.63896036,0.083988085,0.009091817,0.0036146136,0.0017254854,0.025916034],"genre_scores_gemma":[0.89708316,0.011253567,0.008485255,0.011543166,0.014246109,0.001018087,0.0017489458,0.0002994605,0.054322254],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978059,0.000068110574,0.0007161255,0.0004990181,0.0005683059,0.00034254327],"domain_scores_gemma":[0.9973147,0.0010418834,0.0002721652,0.00059747923,0.00052317703,0.00025060104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008160378,0.00020218256,0.00027575076,0.000130645,0.00014991724,0.00010746861,0.0005081654,0.00010437871,0.00016658726],"category_scores_gemma":[0.002414285,0.00015033492,0.00036478392,0.00028040214,0.000085133994,0.00012587468,0.00008883285,0.00021757942,0.0006765884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022359702,0.00022634793,0.023227768,0.00006270328,0.00040288325,0.00004366846,0.00007190174,0.000026107678,0.000108091794,0.0015331095,0.8989841,0.07307738],"study_design_scores_gemma":[0.0030075244,0.00013687985,0.16965123,0.00011767656,0.00015744698,0.000011270412,0.00006473216,0.0015845789,0.000014914165,0.0036413604,0.8214224,0.00019001726],"about_ca_topic_score_codex":0.0000035038597,"about_ca_topic_score_gemma":0.000007758399,"teacher_disagreement_score":0.6742726,"about_ca_system_score_codex":0.00006037935,"about_ca_system_score_gemma":0.00010368828,"threshold_uncertainty_score":0.86964005},"labels":[],"label_agreement":null},{"id":"W4387102143","doi":"10.1186/s12877-023-04200-w","title":"The effects of walking on frailty, cognitive function and quality of life among inactive older adults in Saudi Arabia: a study protocol of randomized control trial by comparing supervised group-based intervention and non-supervised individual-based intervention","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Medicine; Psychological intervention; Randomized controlled trial; Quality of life (healthcare); Gerontology; Life expectancy; Cognition; Intervention (counseling); Geriatrics; Physical therapy; Physical medicine and rehabilitation; Population; Environmental health; Psychiatry","score_opus":0.027280672935304402,"score_gpt":0.31511495197123335,"score_spread":0.28783427903592895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387102143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8700899,0.00008429797,0.0031816957,0.000022109372,0.00018738836,0.12634885,0.000036599613,0.000040460196,0.000008705418],"genre_scores_gemma":[0.96048796,0.000005031882,0.000047408994,0.000018536708,0.000045957066,0.039246824,0.00010823101,0.000034683242,0.0000053909994],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9939596,0.002535612,0.0019280673,0.0005057927,0.00078196876,0.00028898084],"domain_scores_gemma":[0.98968136,0.008126337,0.0013725675,0.00030175774,0.00040716137,0.000110804314],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005056797,0.00033989138,0.0017216387,0.00057553436,0.00008622838,0.000037953112,0.00012926478,0.00020137822,0.000007012585],"category_scores_gemma":[0.008117334,0.00026710087,0.0004111811,0.0007979415,0.00028532796,0.00014953071,0.00009000996,0.00035473958,5.488647e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6669298,0.0039678956,0.31506893,0.006648466,0.00044889125,0.0000017585417,0.0018008893,0.000021193104,0.00074549613,0.0000048955794,0.000019651145,0.0043421183],"study_design_scores_gemma":[0.50990945,0.003985018,0.47430238,0.002210768,0.00045873516,9.10753e-8,0.0017168821,0.0062376005,0.0010448591,0.000016513592,1.341181e-7,0.0001175736],"about_ca_topic_score_codex":0.0011399369,"about_ca_topic_score_gemma":0.00079582416,"teacher_disagreement_score":0.15923344,"about_ca_system_score_codex":0.00007352618,"about_ca_system_score_gemma":0.00008870645,"threshold_uncertainty_score":0.9999781},"labels":[],"label_agreement":null},{"id":"W4387136040","doi":"10.1136/ijgc-2023-esgo.521","title":"#136 The role of edmonton frail scale assessment in pre-operative counselling for ovarian cancer cytoreductive surgery","year":2023,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cytoreductive surgery; Univariate analysis; Retrospective cohort study; Frailty Index; Demographics; Surgery; Ovarian cancer; Cancer; Internal medicine; Multivariate analysis","score_opus":0.032928854829373785,"score_gpt":0.38109318650000534,"score_spread":0.34816433167063154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387136040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98105496,0.00090490835,0.00048821204,0.0152701875,0.0013923665,0.000434538,0.00011235266,0.000012472942,0.00033002268],"genre_scores_gemma":[0.99559087,0.0020276024,0.00046334535,0.0004782419,0.00078028045,0.00018226777,0.0000120111845,0.000014505409,0.0004508917],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981686,0.00008929989,0.0006716368,0.00017560004,0.0006752743,0.0002195722],"domain_scores_gemma":[0.99665004,0.0014909931,0.00044728923,0.00009071382,0.0012438531,0.000077123594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008323191,0.00013248573,0.0004404043,0.0001997415,0.000043899152,0.000024715206,0.00027145498,0.00010343413,0.0006239473],"category_scores_gemma":[0.00048400552,0.00008280717,0.00022794199,0.0002290544,0.00013543677,0.0001515026,0.000032720116,0.000400766,0.000002010887],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004600263,0.0011883788,0.7633178,0.00009164713,0.0020218028,0.00019544754,0.008821676,0.019572562,0.031516157,0.0012874447,0.016867105,0.15051967],"study_design_scores_gemma":[0.0021027618,0.0004608511,0.9629095,0.00055868557,0.00010215024,0.00004438164,0.0013058096,0.0054575326,0.008270785,0.0035504948,0.015090573,0.00014645787],"about_ca_topic_score_codex":0.0004713473,"about_ca_topic_score_gemma":0.00094504416,"teacher_disagreement_score":0.19959167,"about_ca_system_score_codex":0.00069116964,"about_ca_system_score_gemma":0.0007222659,"threshold_uncertainty_score":0.68317854},"labels":[],"label_agreement":null},{"id":"W4387143126","doi":"10.1136/bmjopen-2023-073612","title":"Peri-Operative Wearables in Elder Recover after Surgery (POWERS) study: a protocol for a multicentre, prospective cohort study to evaluate perioperative activity with postoperative disability in older adults after non-cardiac surgery","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Queen's University; Ottawa Hospital; University of Toronto; St. Michael's Hospital","funders":"University of Toronto; International Anesthesia Research Society; University of Ottawa","keywords":"Medicine; Perioperative; Cardiac surgery; Prospective cohort study; Cohort study; Cohort; Physical therapy; Protocol (science); Gerontology; Surgery; Internal medicine; Alternative medicine; Pathology","score_opus":0.042827277104741976,"score_gpt":0.4137043807747842,"score_spread":0.37087710367004223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387143126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54446626,0.0000016221039,0.0000054482757,0.00046728193,0.00009394045,0.45462534,0.0000936573,0.00004355091,0.00020290505],"genre_scores_gemma":[0.50594795,6.082332e-7,0.0001326407,0.0001468116,0.000045916233,0.49277154,0.000017537239,0.00007798409,0.00085901935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9924904,0.001866415,0.0011915783,0.0022761915,0.0010741997,0.0011011781],"domain_scores_gemma":[0.99584466,0.0013648355,0.00023133066,0.0012921287,0.0009167305,0.0003503025],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0055483417,0.0008935825,0.0025457342,0.00047673978,0.00017841386,0.00030660274,0.00031772873,0.0001646937,0.00068180077],"category_scores_gemma":[0.0017993029,0.0006693212,0.0002818492,0.0018743644,0.00022498998,0.0013063028,0.0006968737,0.00060426473,0.00013426927],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.09076068,0.00975757,0.78754324,0.00027615723,0.0004991203,0.0005026049,0.10881931,0.00003849051,0.00001837245,1.9838977e-7,0.0005970827,0.0011871867],"study_design_scores_gemma":[0.014195911,0.0032881107,0.93704426,0.0027173748,0.00013290095,0.0000068676086,0.040936977,0.00038320868,0.00035054577,0.0000018270002,0.000054889322,0.0008871375],"about_ca_topic_score_codex":0.004588519,"about_ca_topic_score_gemma":0.040375456,"teacher_disagreement_score":0.14950103,"about_ca_system_score_codex":0.0012170565,"about_ca_system_score_gemma":0.0013055893,"threshold_uncertainty_score":0.9995758},"labels":[],"label_agreement":null},{"id":"W4387159317","doi":"10.1186/s12877-023-04338-7","title":"Characterization of patients admitted to specialized geriatric acute care hospital units with the German version of the Standardized Evaluation and Intervention for Seniors at Risk (SEISAR) screening-instrument: a cross-sectional study","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"","keywords":"Medicine; Geriatrics; Acute care; German; Cross-sectional study; Geriatric care; Intervention (counseling); Emergency medicine; Health care; Medical emergency; Nursing; Psychiatry","score_opus":0.019066883066641043,"score_gpt":0.30484427366990535,"score_spread":0.2857773906032643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387159317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99128485,0.000012932887,0.001006902,0.00007219376,0.0005491643,0.0057046893,0.0013283427,0.000036179186,0.00000476968],"genre_scores_gemma":[0.9981421,0.000014431967,0.00026022637,0.000008815613,0.000118040196,0.0001478676,0.0011462214,0.000029889185,0.00013238545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977856,0.00024895655,0.00049151084,0.0003082066,0.0009870902,0.00017860078],"domain_scores_gemma":[0.9972516,0.00012730993,0.0006287286,0.0003186334,0.0016093319,0.000064419866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007441972,0.00017190522,0.00028006232,0.00023446057,0.00026829544,0.000035448465,0.0001298249,0.00008419358,0.000024389037],"category_scores_gemma":[0.0005511765,0.00011204082,0.00012096923,0.0014193639,0.000058544432,0.00011433335,0.00017304788,0.00009478546,0.0000021047208],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037109277,0.00016279571,0.98672765,0.00016462419,0.00016684366,3.7228895e-7,0.0056192703,0.00007546226,0.0010901014,0.0000015020147,0.00012970685,0.0021507258],"study_design_scores_gemma":[0.015572772,0.0017751678,0.97817796,0.000051070434,0.00073665025,0.0000010990315,0.0009159698,0.0006584882,0.0017372018,0.0000040925847,0.00025548885,0.0001140414],"about_ca_topic_score_codex":0.000058512116,"about_ca_topic_score_gemma":0.000082924744,"teacher_disagreement_score":0.011861844,"about_ca_system_score_codex":0.00021730465,"about_ca_system_score_gemma":0.00014255791,"threshold_uncertainty_score":0.4568892},"labels":[],"label_agreement":null},{"id":"W4387257324","doi":"10.7759/cureus.46351","title":"The Impact of Radiotherapy on Frailty in Patients Aged 65 and Over","year":2023,"lang":"en","type":"article","venue":"Cureus","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Analysis of variance; Radiation therapy; Observational study; Psychological intervention; Gerontology; Physical therapy; Internal medicine; Psychiatry","score_opus":0.025142053449956146,"score_gpt":0.33415898209795303,"score_spread":0.3090169286479969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387257324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983964,0.00026305174,9.832427e-7,0.0002691009,0.00010389916,0.0002543163,0.000013128087,0.000024947047,0.00067417265],"genre_scores_gemma":[0.99887866,0.0003056883,0.000015921112,0.00008890221,0.00004211171,0.0000062256954,0.000012449141,0.000014125898,0.0006359078],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99941874,0.000028916995,0.00013037502,0.000109618064,0.00015889423,0.00015346982],"domain_scores_gemma":[0.99949133,0.00015246577,0.000038147296,0.0002494429,0.000019107505,0.000049490816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000117471376,0.00007860731,0.00014193016,0.000046592995,0.00002707779,0.0000065098857,0.000059489128,0.000049085298,0.00006544587],"category_scores_gemma":[0.00017774776,0.000046538236,0.000046978377,0.00017588056,0.000054203276,0.000028558912,0.0000165162,0.00011501583,0.000009360859],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003576764,0.0001584708,0.9436806,0.00001810285,0.000085144115,0.000009089659,0.0012936704,0.000022051861,0.0013641871,0.000026704844,0.03813822,0.014846119],"study_design_scores_gemma":[0.0026876414,0.00073094625,0.99509573,0.00006165575,0.000004702769,7.2300503e-7,0.000024734054,0.00021467541,0.00020592264,0.000097703356,0.0008307234,0.000044847824],"about_ca_topic_score_codex":0.00025560166,"about_ca_topic_score_gemma":0.00005773081,"teacher_disagreement_score":0.05141516,"about_ca_system_score_codex":0.00008275685,"about_ca_system_score_gemma":0.000025306375,"threshold_uncertainty_score":0.18977742},"labels":[],"label_agreement":null},{"id":"W4387296741","doi":"10.1080/09638288.2023.2258336","title":"Do measures of physical capacity and walking self-efficacy relate to frailty in older adults with difficulty walking outdoors? A secondary data analysis","year":2023,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Manitoba; Toronto Rehabilitation Institute; University of Toronto","funders":"","keywords":"Rehabilitation; Physical therapy; Ambulatory; Test (biology); Balance (ability); Physical medicine and rehabilitation; Preferred walking speed; Medicine; Psychology; Grip strength; Pace; Gerontology","score_opus":0.029460993278442062,"score_gpt":0.30046823841951453,"score_spread":0.2710072451410725,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387296741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961671,0.00005849643,0.00006605938,0.002229505,0.00002980758,0.001154419,0.00011874235,0.000113045295,0.00006282302],"genre_scores_gemma":[0.99683726,0.000013067551,0.0027994313,0.000029726712,0.000037696806,0.000044494194,0.00021029427,0.000018302453,0.000009730552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975572,0.00026361377,0.00049936824,0.00092655304,0.0004705078,0.00028271877],"domain_scores_gemma":[0.9968611,0.0017543562,0.00011053971,0.0009371167,0.00015869891,0.00017818356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011130752,0.000230709,0.0006448387,0.00024913723,0.000090347545,0.000028861681,0.0001345292,0.00012531492,0.000014205508],"category_scores_gemma":[0.0023833986,0.00017613464,0.00010305741,0.0015607374,0.0005541869,0.00030799396,0.00017528405,0.00032962105,0.000003046108],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007048671,0.0017754851,0.7837227,0.0016923547,0.00036945238,0.0000041533235,0.11632712,0.00023683635,0.0006017888,0.00007655087,0.00004607992,0.094442636],"study_design_scores_gemma":[0.0025580823,0.0005134534,0.9833927,0.0006061063,0.00041260337,0.0000031384473,0.006596254,0.005436965,0.000062638355,0.00019276449,0.000028799775,0.00019648149],"about_ca_topic_score_codex":0.0005459781,"about_ca_topic_score_gemma":0.0016788349,"teacher_disagreement_score":0.19967005,"about_ca_system_score_codex":0.00010561457,"about_ca_system_score_gemma":0.000039863804,"threshold_uncertainty_score":0.7182562},"labels":[],"label_agreement":null},{"id":"W4387328183","doi":"10.1136/bmjopen-2023-074411","title":"Older high-cost patients in Norwegian somatic hospitals: a register-based study of patient characteristics","year":2023,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Alberta","funders":"Helsedirektoratet; Helse Nord RHF; Universitetet i Tromsø","keywords":"Medicine; Norwegian; Register (sociolinguistics); Somatic cell; Family medicine; Pediatrics; Genetics","score_opus":0.04636485049735304,"score_gpt":0.36181406119404386,"score_spread":0.3154492106966908,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387328183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97990966,0.0000010516679,0.0000038090657,0.0009675994,0.00030646962,0.018232847,0.000062368694,0.00004673141,0.00046943655],"genre_scores_gemma":[0.99679923,7.633345e-7,0.00019626765,0.00037919986,0.000031846797,0.0018591835,0.00023253336,0.000044930413,0.0004560269],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99763715,0.00012897443,0.0008271869,0.00035640752,0.0007393511,0.00031092417],"domain_scores_gemma":[0.9982351,0.00011577437,0.00036673297,0.00092470326,0.00023438559,0.00012329819],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004343141,0.0001997755,0.00061955716,0.00024701998,0.000036938618,0.0000443617,0.00036857362,0.0000738563,0.00010819117],"category_scores_gemma":[0.00084590755,0.00017773113,0.000050173276,0.0005766842,0.000035857076,0.00012501566,0.00035405715,0.00014869393,0.00020640987],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003700219,0.0034878186,0.9724251,0.0005312425,0.00005841904,0.0002262265,0.0070888014,0.000014700307,0.00002434619,0.000004205237,0.0047082887,0.011060853],"study_design_scores_gemma":[0.009179194,0.0022319837,0.9844485,0.0014666568,0.000049884675,0.0000013258978,0.0018357282,0.00027060465,0.00012042823,0.000010758562,0.00018245282,0.00020247005],"about_ca_topic_score_codex":0.0006702739,"about_ca_topic_score_gemma":0.00038490098,"teacher_disagreement_score":0.016889561,"about_ca_system_score_codex":0.0001533219,"about_ca_system_score_gemma":0.00016408117,"threshold_uncertainty_score":0.7247665},"labels":[],"label_agreement":null},{"id":"W4387337723","doi":"10.1016/s0828-282x(23)01533-7","title":"CCCN Committees/CCCN Supporters","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.026564515393194828,"score_gpt":0.26861466101740916,"score_spread":0.24205014562421434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387337723","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8627652,0.0007322775,0.00063459616,0.05178071,0.006028109,0.00033208428,0.000094896786,0.00006950177,0.07756263],"genre_scores_gemma":[0.9949913,0.00005659208,0.00011217704,0.0011909443,0.0014435818,0.0000019337847,0.000022991202,0.000024593168,0.0021558697],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987718,0.00008798958,0.0003773454,0.00011980643,0.00015094834,0.00049211195],"domain_scores_gemma":[0.9983033,0.00010624769,0.000115276816,0.00025717742,0.0002311706,0.0009868342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004494462,0.00012000279,0.0005400325,0.0005734926,0.00006672806,0.000012358942,0.00019270985,0.00014950687,0.00014377291],"category_scores_gemma":[0.00039638623,0.00010747155,0.00025334783,0.00029442753,0.0002081153,0.000057790403,0.000011806701,0.00041279968,0.0002792414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035121146,0.0000011748164,0.1276675,0.000025865227,0.0003262944,0.005937261,0.0003420248,0.00028109163,0.00034132038,0.000104217004,0.85293263,0.012005482],"study_design_scores_gemma":[0.0012284393,0.0003968985,0.22270054,0.00006398101,0.00011490798,0.005914071,0.00039232057,0.000016787775,0.00009122677,0.00024776228,0.7687245,0.00010854521],"about_ca_topic_score_codex":0.00065955694,"about_ca_topic_score_gemma":0.0018916739,"teacher_disagreement_score":0.13222612,"about_ca_system_score_codex":0.0001888236,"about_ca_system_score_gemma":0.0016489164,"threshold_uncertainty_score":0.43825626},"labels":[],"label_agreement":null},{"id":"W4387337928","doi":"10.1016/j.cjca.2023.06.368","title":"THE IMPACT OF FRAILTY ON OUTCOMES FOR ELDERLY PATIENTS UNDERGOING PCI, CABG, OR MEDICAL MANAGEMENT FOLLOWING ACS","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Newfoundland and Labrador Centre for Applied Health Research","funders":"","keywords":"Medicine; Conventional PCI; Acute coronary syndrome; Quality of life (healthcare); Internal medicine; Emergency medicine; Intensive care medicine; Gerontology; Myocardial infarction","score_opus":0.03696092849332263,"score_gpt":0.3347775479213277,"score_spread":0.2978166194280051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387337928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9891092,0.00010875212,0.00035827915,0.0052372455,0.0017881227,0.00047591238,0.00004421335,0.000011891006,0.0028663494],"genre_scores_gemma":[0.9983405,0.00008264874,0.000079086996,0.0002462976,0.00031359986,0.00000976654,0.000014728973,0.000026342985,0.00088701275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831915,0.00010133924,0.0005422624,0.00013729307,0.00038185055,0.0005181257],"domain_scores_gemma":[0.99755144,0.0011587758,0.00019823892,0.00027031518,0.00019618234,0.000625054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007756089,0.00015642577,0.0006270175,0.00034494573,0.00015261129,0.000014576371,0.000298216,0.00015471775,0.000019053545],"category_scores_gemma":[0.0029675972,0.00008832589,0.00062798406,0.00022141742,0.00011606482,0.000044422846,0.000021969641,0.0002862028,0.0000097927505],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005902754,0.000013708991,0.66401464,0.000122006466,0.004880881,0.0016814931,0.00042486633,0.0016976877,0.000011303353,0.0002673671,0.21747522,0.10882055],"study_design_scores_gemma":[0.009417737,0.005311088,0.94094145,0.00054790644,0.00037020873,0.00023518705,0.00068237016,0.000058225523,0.000020039135,0.0006219725,0.041607674,0.00018612288],"about_ca_topic_score_codex":0.0004263736,"about_ca_topic_score_gemma":0.0036087856,"teacher_disagreement_score":0.27692685,"about_ca_system_score_codex":0.0003741015,"about_ca_system_score_gemma":0.0017276179,"threshold_uncertainty_score":0.36018255},"labels":[],"label_agreement":null},{"id":"W4387338414","doi":"10.1016/j.cjca.2023.06.031","title":"EARLY SUCCESS OF THE TAILORING POST DISCHARGE PROGRAM (TPD) INDICATES FEASIBILITY AND SAFETY OF EARLY DISCHARGE FOR LOW-RISK ACS PATIENTS: A MANITOBA ACS NETWORK INITIATIVE","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Research Manitoba","funders":"","keywords":"Medicine; Acute coronary syndrome; Discharge planning; Hospital discharge; Emergency department; Medical emergency; Patient education; Intensive care medicine; Emergency medicine; Nursing; Psychiatry; Myocardial infarction","score_opus":0.02525018379455228,"score_gpt":0.26802398089285434,"score_spread":0.24277379709830205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387338414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958339,0.00030874842,0.00007080264,0.0008077533,0.00065774395,0.0013120673,0.0008593681,0.000010332243,0.00013930256],"genre_scores_gemma":[0.999103,0.00010039949,0.00010139951,0.000064674234,0.00051061873,0.000030384266,0.00004337707,0.00002992784,0.000016223381],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979475,0.000285769,0.00076722226,0.00022113968,0.00023088742,0.0005474454],"domain_scores_gemma":[0.9972965,0.00039769438,0.0007387468,0.0003017068,0.0008326941,0.00043262064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008185259,0.00019576096,0.0008205299,0.00022658284,0.00017450827,0.000018166314,0.00031247662,0.00017910989,0.000004536157],"category_scores_gemma":[0.0015426782,0.00013893338,0.00027013515,0.0004491102,0.00055230694,0.00018019014,0.00006620612,0.00048724306,0.0000017215316],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044999088,0.00001605637,0.99234843,0.00015563224,0.0004323861,0.000011515639,0.0012942721,0.00007758528,0.000054137054,0.00006490387,0.0007534723,0.0043416214],"study_design_scores_gemma":[0.0025203633,0.001701655,0.9930942,0.00038771832,0.00025583027,0.0000322903,0.0005259128,0.0000071087306,0.00018517162,0.0003237035,0.00084830204,0.00011774544],"about_ca_topic_score_codex":0.001829727,"about_ca_topic_score_gemma":0.005056737,"teacher_disagreement_score":0.0042238757,"about_ca_system_score_codex":0.00017249993,"about_ca_system_score_gemma":0.00072600297,"threshold_uncertainty_score":0.5665539},"labels":[],"label_agreement":null},{"id":"W4387340859","doi":"10.21203/rs.3.rs-3386448/v1","title":"Nutritional and inflammation factors associated with current frailty level and effect of comorbidities on the progression of frailty","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Research Foundation","funders":"","keywords":"Inflammation; Gerontology; Medicine; Current (fluid); Internal medicine; Engineering","score_opus":0.2664179317841842,"score_gpt":0.4487644600400731,"score_spread":0.18234652825588887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387340859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939347,0.00064469984,0.000008727221,0.0015431117,0.000081891536,0.0025499773,0.0010797641,0.00004781175,0.000109315675],"genre_scores_gemma":[0.99793005,0.0004410715,0.000021584654,0.0000021206774,0.00009077454,0.00025220192,0.0010877206,0.00003737949,0.00013708959],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962542,0.0007696214,0.0003669175,0.00039207106,0.0019117886,0.0003053902],"domain_scores_gemma":[0.99422455,0.00418928,0.00025505634,0.0004224914,0.0007847715,0.00012383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017426404,0.00025976726,0.00057484553,0.00038238656,0.00014542848,0.000038394355,0.00015745277,0.00027535466,0.000036570906],"category_scores_gemma":[0.0038562028,0.0001477997,0.00008364852,0.0002962398,0.00073573936,0.00004975434,0.00045586142,0.0014882154,0.0000021480773],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023601179,0.00073691044,0.92345756,0.031835634,0.0009017265,0.00003555976,0.004806408,0.0000608416,0.0028486534,0.0010864029,0.00726579,0.024604362],"study_design_scores_gemma":[0.002134929,0.0028742806,0.9426636,0.02855341,0.00007318592,0.0000021029923,0.0004655085,0.0004868753,0.021715377,0.0007154646,0.00015675841,0.00015848664],"about_ca_topic_score_codex":0.00012698644,"about_ca_topic_score_gemma":0.00009406439,"teacher_disagreement_score":0.024445875,"about_ca_system_score_codex":0.00011878261,"about_ca_system_score_gemma":0.00025444344,"threshold_uncertainty_score":0.6465638},"labels":[],"label_agreement":null},{"id":"W4387449746","doi":"10.1007/s12630-023-02589-x","title":"Preoperative frailty assessment: just do it!","year":2023,"lang":"en","type":"editorial","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"University of Ottawa","keywords":"Medicine; Computer science","score_opus":0.023933488374261708,"score_gpt":0.29475210328701607,"score_spread":0.2708186149127544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387449746","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03763352,0.0034333987,0.000021315873,0.030826852,0.9211514,0.0011177785,0.00036585418,0.00008893216,0.005360971],"genre_scores_gemma":[0.03659512,0.0013510599,0.0011821475,0.00034365105,0.9328678,0.000027835224,0.00040292178,0.00079651567,0.026432943],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99002814,0.00051844906,0.0028267326,0.00083756854,0.0032781991,0.002510937],"domain_scores_gemma":[0.9808203,0.0012839745,0.002557085,0.0010069684,0.005603736,0.008727958],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0035336744,0.0013856537,0.002878624,0.0030747526,0.0010407751,0.0011496084,0.0018916028,0.0023222195,0.0013458908],"category_scores_gemma":[0.0051239626,0.0012519584,0.0012710125,0.0013525238,0.00067482854,0.0008070283,0.000040384177,0.00924012,0.0002368911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0001027993,0.000036165173,0.00035511874,0.00018585299,0.0004841331,0.44301873,0.001234248,0.00005518392,0.0000026841187,0.000026414977,0.5537315,0.0007671839],"study_design_scores_gemma":[0.001813487,0.0018969047,0.000864179,0.0025226332,0.00083882874,0.47376516,0.0011836538,0.000011945042,0.000005777523,0.0000835138,0.5163454,0.0006685691],"about_ca_topic_score_codex":0.01589158,"about_ca_topic_score_gemma":0.05791069,"teacher_disagreement_score":0.062740855,"about_ca_system_score_codex":0.0064052,"about_ca_system_score_gemma":0.06914606,"threshold_uncertainty_score":0.9998894},"labels":[],"label_agreement":null},{"id":"W4387452911","doi":"10.3390/epidemiologia4040035","title":"Predictive Strategies to Reduce the Risk of Rehospitalization with a Focus on Frail Older Adults: A Narrative Review","year":2023,"lang":"en","type":"review","venue":"Epidemiologia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Polypharmacy; Psychological intervention; Delirium; Gerontology; Intervention (counseling); Cognition; Social support; Geriatrics; Predictive validity; Intensive care medicine; Psychiatry; Clinical psychology; Psychology","score_opus":0.0551456466018677,"score_gpt":0.3807117118084318,"score_spread":0.32556606520656406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387452911","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000045588953,0.9846407,0.0006769732,0.0032232618,0.0002463529,0.009102955,0.00035364946,0.00023597328,0.0014745008],"genre_scores_gemma":[0.00011061518,0.99484026,0.00070939446,0.00072817074,0.00031001316,0.0021184527,0.0003234384,0.00011983563,0.0007398304],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9940251,0.0021150676,0.0017618831,0.0010558984,0.00053003256,0.00051198725],"domain_scores_gemma":[0.99131936,0.004582561,0.0019322383,0.0014635294,0.0005106856,0.00019161307],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026064743,0.0008099584,0.004265078,0.00022333945,0.00012847492,0.000014413539,0.00052429317,0.00050043326,0.00007538287],"category_scores_gemma":[0.019757599,0.00038786777,0.00063727685,0.0015771968,0.00034149122,0.00009302636,0.00013482546,0.0012768101,0.00018658438],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048766597,0.00027591726,0.00024619963,0.1422298,0.0034401652,0.00006409921,0.006801238,0.000111494606,1.0052529e-7,0.00096034363,0.33871752,0.50666547],"study_design_scores_gemma":[0.0007864033,0.0047335634,0.0021398184,0.7884638,0.004560184,0.000075636184,0.002433641,0.00002284507,0.0000016642629,0.00045254617,0.19571532,0.00061461853],"about_ca_topic_score_codex":0.00023549476,"about_ca_topic_score_gemma":0.000056477413,"teacher_disagreement_score":0.646234,"about_ca_system_score_codex":0.00029268384,"about_ca_system_score_gemma":0.000773112,"threshold_uncertainty_score":0.9998573},"labels":[],"label_agreement":null},{"id":"W4387472879","doi":"10.1111/jgs.18624","title":"The association between frailty and perceived physical and mental fatigability: The Long Life Family Study","year":2023,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Institute on Aging; National Institutes of Health; University of Pittsburgh","keywords":"Medicine; Quartile; Confidence interval; Mental health; Cross-sectional study; Physical therapy; Gerontology; Psychiatry; Internal medicine","score_opus":0.025344484023149275,"score_gpt":0.3093341563269945,"score_spread":0.28398967230384525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387472879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97523123,0.00018709718,0.000012562124,0.023805335,0.00023894514,0.00046522787,0.000014217261,0.000020398995,0.00002495622],"genre_scores_gemma":[0.99727243,0.0008960268,0.00007458559,0.0007033929,0.00079811545,0.0000054011125,0.0000011917688,0.000019207771,0.00022962023],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793845,0.00034452343,0.00039957897,0.0001649579,0.00088692346,0.0002655892],"domain_scores_gemma":[0.9969246,0.0015968891,0.0008347343,0.00030030907,0.000198804,0.00014468249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017362384,0.00015365737,0.0004368458,0.00002417014,0.0005937153,0.00010795538,0.00027789432,0.00004156967,0.0000010401707],"category_scores_gemma":[0.0010976989,0.00007170241,0.0003232491,0.00071882835,0.0004020767,0.000086660286,0.00024896758,0.00066370424,0.0000025784723],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048425685,0.000105136096,0.95708025,0.000014042101,0.00072340766,0.0000020063278,0.017416086,0.0000065603685,0.0007680701,0.0000014463201,0.016759554,0.007074991],"study_design_scores_gemma":[0.001022933,0.0004711331,0.9710299,0.000012824384,0.00044674854,0.0000107166225,0.025755394,0.0003307708,0.000011879541,0.00009808301,0.000733112,0.00007653649],"about_ca_topic_score_codex":0.00009349122,"about_ca_topic_score_gemma":0.0000084775265,"teacher_disagreement_score":0.023101943,"about_ca_system_score_codex":0.0002748899,"about_ca_system_score_gemma":0.0001519788,"threshold_uncertainty_score":0.4566438},"labels":[],"label_agreement":null},{"id":"W4387608936","doi":"10.1186/s12873-023-00875-x","title":"Assessment of frailty by paramedics using the clinical frailty scale - an inter-rater reliability and accuracy study","year":2023,"lang":"en","type":"article","venue":"BMC Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Dalhousie University; University of Ottawa","funders":"Université de Genève","keywords":"Medicine; Intraclass correlation; Reliability (semiconductor); Inter-rater reliability; Physical therapy; Rating scale; Psychometrics; Clinical psychology; Statistics","score_opus":0.21077951297388997,"score_gpt":0.4974620241257844,"score_spread":0.2866825111518944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387608936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98996615,0.00028483674,0.0019821613,0.002700557,0.0026634117,0.0016916882,0.000031165077,0.00014235589,0.0005376799],"genre_scores_gemma":[0.9957688,0.0005424758,0.0011029869,0.00022406944,0.00086512225,0.000060326784,0.00010988244,0.000052441832,0.0012739256],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99499846,0.0007300852,0.001966838,0.00080048956,0.0010303459,0.0004738078],"domain_scores_gemma":[0.99627197,0.0009318941,0.00043750423,0.0015551568,0.0003789753,0.0004244794],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0044606235,0.00035842575,0.0009614911,0.00013761564,0.00016480853,0.00000613054,0.0003884736,0.00020125044,0.0012471409],"category_scores_gemma":[0.004019803,0.00021731397,0.00014337865,0.00080828846,0.0007841602,0.00018082344,0.00027859653,0.0007416152,0.000011967431],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010701547,0.0010404694,0.9554704,0.00022646284,0.00010801161,0.000008573698,0.0021464964,0.000015408184,0.0014976844,0.0000054090456,0.036259755,0.0031143478],"study_design_scores_gemma":[0.0038534342,0.0031949114,0.9633622,0.00028574455,0.0005101385,0.000014715228,0.0068566473,0.015111814,0.00008495783,0.00021572062,0.0062748687,0.00023482279],"about_ca_topic_score_codex":0.001075106,"about_ca_topic_score_gemma":0.00038534906,"teacher_disagreement_score":0.029984888,"about_ca_system_score_codex":0.000066988854,"about_ca_system_score_gemma":0.00023739795,"threshold_uncertainty_score":0.99966586},"labels":[],"label_agreement":null},{"id":"W4387640915","doi":"10.5604/01.3001.0053.9343","title":"Usefulness of the multidimensional Edmonton Frail Scale to assess physical limitations in frailty syndrome in patients with reduced ejection fraction related heart failure","year":2023,"lang":"en","type":"article","venue":"Rehabilitacja Medyczna","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Ejection fraction; Medicine; Quality of life (healthcare); Internal medicine; Stressor; Physical therapy; Cardiology; Gerontology; Psychiatry","score_opus":0.03301715297663643,"score_gpt":0.2791353623428989,"score_spread":0.24611820936626244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387640915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905809,0.0000050278936,0.000010053224,0.0070258235,0.00029069418,0.0018204356,0.000023081626,0.000112302514,0.00013165786],"genre_scores_gemma":[0.9981613,8.273605e-7,0.001113843,0.00006822271,0.000030174599,0.00021899588,0.0000666879,0.000049385522,0.0002905386],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99729055,0.00027988764,0.0005788283,0.0005654928,0.00089205976,0.0003931559],"domain_scores_gemma":[0.99789006,0.0008223341,0.00013484021,0.0006784741,0.00032144954,0.00015282497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040644302,0.00024787313,0.0005444955,0.00049138186,0.0000854003,0.0000096027325,0.0001329372,0.00021070562,0.00002333509],"category_scores_gemma":[0.0016270346,0.00018640861,0.00013932837,0.002719416,0.00014567874,0.00028927185,0.00008829752,0.0006346673,0.00006760213],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003407858,0.0014065639,0.980074,0.00014708134,0.00003785791,0.000006008801,0.0018711892,0.0017486995,0.012716987,0.000034563895,0.0007695985,0.00084666867],"study_design_scores_gemma":[0.00299792,0.0009035583,0.9900656,0.0009409537,0.00003516222,0.000008869264,0.0008322629,0.0007498987,0.0027779727,0.000134205,0.00035921254,0.00019442961],"about_ca_topic_score_codex":0.00033825188,"about_ca_topic_score_gemma":0.0009938956,"teacher_disagreement_score":0.009991559,"about_ca_system_score_codex":0.0004889853,"about_ca_system_score_gemma":0.00017283691,"threshold_uncertainty_score":0.7601523},"labels":[],"label_agreement":null},{"id":"W4387662913","doi":"10.1016/j.cjco.2023.10.010","title":"A Frailty Index to Predict Mortality, Resource Utilization and Costs in Patients Undergoing Coronary Artery Bypass Graft Surgery in Ontario","year":2023,"lang":"en","type":"article","venue":"CJC Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; Kingston Health Sciences Centre; Ottawa Hospital; Queen's University; Institute for Clinical Evaluative Sciences","funders":"CorHealth Ontario; Cancer Care Ontario; Queen's University; Ministry of Health -Singapore; Ministry of Health, British Columbia; Institute for Clinical Evaluative Sciences","keywords":"Medicine; Concordance; Cohort; Confidence interval; Odds ratio; Frailty Index; Emergency medicine; Health care; Retrospective cohort study; Derivation; Internal medicine; Cardiology; Demography; Artery","score_opus":0.07744107477707778,"score_gpt":0.31958907119135976,"score_spread":0.24214799641428197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387662913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947093,0.000019740359,0.000011213201,0.00068704964,0.00015761289,0.001599659,0.000017536355,0.00005899207,0.0027388786],"genre_scores_gemma":[0.99690145,0.000014477281,0.000031123935,0.00083529035,0.00002231238,0.000094387644,0.00046808782,0.000032925796,0.0015999263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982575,0.00010783668,0.00045379004,0.00045357223,0.00036749963,0.00035977538],"domain_scores_gemma":[0.99900556,0.00030793613,0.000070426344,0.00037937026,0.00004838152,0.0001883409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054596865,0.00017317479,0.0004459936,0.00038735013,0.000046488585,0.00007025277,0.00018444879,0.00012766561,0.00007559537],"category_scores_gemma":[0.00045591145,0.00018249803,0.00002982671,0.0006683041,0.000041071326,0.00028326054,0.00052075164,0.00027250333,0.00004541885],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002991458,0.00015722237,0.97999644,0.00004512309,0.00003305015,0.00021374616,0.0013497692,0.000043409305,0.0000073400793,0.000006237871,0.0104978075,0.007350702],"study_design_scores_gemma":[0.0031437962,0.00017228925,0.9925124,0.0009721046,0.000016439124,0.000011474529,0.00026287825,0.00037861406,0.000014947221,0.000077885255,0.0022681016,0.00016907348],"about_ca_topic_score_codex":0.024591736,"about_ca_topic_score_gemma":0.4529792,"teacher_disagreement_score":0.42838746,"about_ca_system_score_codex":0.0005677989,"about_ca_system_score_gemma":0.00035138533,"threshold_uncertainty_score":0.9819036},"labels":[],"label_agreement":null},{"id":"W4387675649","doi":"10.1016/j.jclinepi.2023.10.002","title":"The design of studies testing the effectiveness of risk-guided care has many challenges: a scoping review addressing key considerations","year":2023,"lang":"en","type":"review","venue":"Journal of Clinical Epidemiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University Health Network; Impact; Ted Rogers Centre for Heart Research","funders":"Heart and Stroke Foundation of Canada","keywords":"Observational study; Medicine; Credibility; Clinical study design; Research design; MEDLINE; Randomized controlled trial; Confounding; Health care; Risk assessment; Risk analysis (engineering); Intensive care medicine; Clinical trial; Computer science","score_opus":0.8931984535015859,"score_gpt":0.6424903210268235,"score_spread":0.2507081324747624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387675649","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"methods","model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000812001,0.9916274,0.0008108137,0.003508531,0.0012290318,0.0027356895,0.000012633963,0.000018144186,0.00004964609],"genre_scores_gemma":[0.00009691311,0.9926958,0.0059518707,0.00027938696,0.0008114217,0.000096098775,0.0000031766633,0.000059752674,0.0000055636933],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9237306,0.061846435,0.01311779,0.0004420412,0.0004263356,0.00043678598],"domain_scores_gemma":[0.19890583,0.7777148,0.019375969,0.0009562153,0.0028646782,0.00018255724],"candidate_categories":["metaresearch","metaepi_broad","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.12664376,0.00047728088,0.015233828,0.00016149045,0.00032318832,0.000009330979,0.0005152998,0.0005719336,0.0000053370995],"category_scores_gemma":[0.8422599,0.00021630517,0.0023415496,0.00037309722,0.0017717846,0.000054307893,0.0002460295,0.00275564,0.0000068425193],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012139031,0.00008437366,0.00035060348,0.5526605,0.003877718,0.00010169841,0.00028890345,0.00020929886,2.0402248e-7,0.00043789754,0.002053438,0.43981397],"study_design_scores_gemma":[0.00086258847,0.00096400053,0.00092266954,0.9791654,0.007303987,0.00088024803,0.0002603815,0.00003332387,4.2237465e-7,0.0038423727,0.0056009726,0.0001636644],"about_ca_topic_score_codex":0.000018373137,"about_ca_topic_score_gemma":0.000022693595,"teacher_disagreement_score":0.7248248,"about_ca_system_score_codex":0.00011996627,"about_ca_system_score_gemma":0.0029738422,"threshold_uncertainty_score":0.99954504},"labels":[],"label_agreement":null},{"id":"W4387692981","doi":"10.1111/ggi.14705","title":"Comprehensive Geriatric Assessment in the era of telemedicine","year":2023,"lang":"en","type":"review","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Positive Living North; University of Northern British Columbia","funders":"Strategic International Collaborative Research Program; Japan Science and Technology Agency; Japan Society for the Promotion of Science; Japan Agency for Medical Research and Development","keywords":"Telemedicine; Health care; Population ageing; Medicine; Process (computing); Population; Geriatrics; Digital health; Disease; Aging in place; Gerontology; Computer science; Political science; Environmental health; Psychiatry","score_opus":0.08386819089669073,"score_gpt":0.4039798298162702,"score_spread":0.32011163891957944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387692981","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019656275,0.9648981,0.0005759696,0.010682399,0.01173175,0.0031513171,0.00078369456,0.000172816,0.006038291],"genre_scores_gemma":[0.0013215528,0.98856896,0.0028728056,0.0006836315,0.0020431145,0.0006260629,0.0022746413,0.00014899505,0.0014602152],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99163973,0.0006946708,0.0035539372,0.0015547271,0.001577222,0.0009797246],"domain_scores_gemma":[0.99231595,0.0029783496,0.0022968051,0.0010910068,0.0010767678,0.00024110098],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001563578,0.0011646638,0.003809564,0.0023784006,0.00015424623,0.000108937005,0.0020569516,0.0014656379,0.0005273363],"category_scores_gemma":[0.0010102921,0.00091251294,0.0008947448,0.0015171585,0.0005961779,0.00024064047,0.00069215073,0.0027586115,0.0000953078],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005430711,0.0018798474,0.007722451,0.011261233,0.0064756568,0.002614773,0.0023008103,0.000024127508,0.000014392146,0.015039524,0.042239685,0.90988445],"study_design_scores_gemma":[0.004115975,0.000542206,0.013625191,0.0014931646,0.0018917006,0.003435025,0.0005587616,0.00027318625,5.834427e-7,0.0007086809,0.97256964,0.0007858976],"about_ca_topic_score_codex":0.00077293883,"about_ca_topic_score_gemma":0.00046935002,"teacher_disagreement_score":0.9303299,"about_ca_system_score_codex":0.0008305261,"about_ca_system_score_gemma":0.0011546689,"threshold_uncertainty_score":0.99983066},"labels":[],"label_agreement":null},{"id":"W4387743021","doi":"10.1186/s12877-023-04394-z","title":"Documentation of cognitive impairment screening amongst older hospitalised Australians: a prospective clinical record audit","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council; Hunter Medical Research Institute","keywords":"Medicine; Audit; Medical record; Health care; Odds ratio; Family medicine; Clinical audit; Documentation; Rehabilitation; Cognitive impairment; Public health; Emergency medicine; Cognition; Physical therapy; Psychiatry; Nursing; Internal medicine","score_opus":0.04352828237864595,"score_gpt":0.3583196924500782,"score_spread":0.3147914100714323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387743021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928423,0.000039646293,0.0030054485,0.00037021507,0.0007539561,0.0022122127,0.000088272864,0.00024060642,0.00044734715],"genre_scores_gemma":[0.98775667,0.0001332627,0.0075248135,0.00009731344,0.0004992584,0.00016996502,0.00024813318,0.000049705508,0.003520899],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99759763,0.00011982669,0.00085065747,0.0004989082,0.0005426821,0.00039029363],"domain_scores_gemma":[0.998102,0.00059600454,0.00039475333,0.00029013123,0.00041989327,0.00019722694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066726835,0.00022593157,0.000491357,0.0002622608,0.00006486359,0.000032715725,0.00010927478,0.00019232195,0.0003009744],"category_scores_gemma":[0.0013042806,0.00021705872,0.00026943578,0.0011369608,0.00013064989,0.00020696904,0.00008662204,0.00027216043,0.00021960394],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006392886,0.00037712703,0.97548497,0.00024259451,0.00015568515,0.00005208557,0.0012214065,0.000010763554,0.00006470015,0.000023720508,0.0154085625,0.0063191173],"study_design_scores_gemma":[0.007470545,0.0014395504,0.9865228,0.00043894714,0.0003482086,0.00001003567,0.0023506992,0.00027659166,0.00065909914,0.00011747239,0.00014435749,0.00022172154],"about_ca_topic_score_codex":0.0002061697,"about_ca_topic_score_gemma":0.000047544152,"teacher_disagreement_score":0.015264205,"about_ca_system_score_codex":0.00011538794,"about_ca_system_score_gemma":0.0001928631,"threshold_uncertainty_score":0.88513976},"labels":[],"label_agreement":null},{"id":"W4387766299","doi":"10.2196/50870","title":"A Mobile Intervention Designed Specifically for Older Adults With Frailty to Support Healthy Eating: Pilot Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health","keywords":"Medicine; Randomized controlled trial; Psychological intervention; Physical therapy; Intervention (counseling); Gerontology; mHealth; Internal medicine; Psychiatry","score_opus":0.08798020606163622,"score_gpt":0.43844241456723054,"score_spread":0.35046220850559434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387766299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8852051,0.00004563323,0.011095958,0.0026104245,0.00039466383,0.09641558,0.00007612166,0.00036739383,0.0037891315],"genre_scores_gemma":[0.9225959,0.000034095465,0.0014264418,0.00018738062,0.00035400246,0.06670632,0.00029913711,0.000074424606,0.008322264],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99401706,0.0012164899,0.0013479867,0.0005722475,0.0016974721,0.0011487427],"domain_scores_gemma":[0.99320626,0.0039142626,0.00027505297,0.00052578887,0.0015132106,0.0005654358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008357414,0.00032551406,0.0018170512,0.0009823443,0.00032567585,0.000111339075,0.00029863702,0.00014178324,0.0005560421],"category_scores_gemma":[0.0029525824,0.00021468857,0.00054516713,0.001298007,0.00028441162,0.0002739893,0.00018890483,0.0006354609,0.00062609493],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9367188,0.0014365744,0.000014731375,0.00073077733,0.00029669688,0.000022726743,0.014716774,0.000005543406,0.00016909122,0.00014159846,0.030265765,0.015480891],"study_design_scores_gemma":[0.9256638,0.06469172,0.0003924282,0.0010875321,0.00004849843,0.0000127410885,0.003983483,0.0018501026,0.00039499425,0.00016334518,0.001498103,0.00021322773],"about_ca_topic_score_codex":0.00004625209,"about_ca_topic_score_gemma":0.000039854018,"teacher_disagreement_score":0.063255146,"about_ca_system_score_codex":0.00034255823,"about_ca_system_score_gemma":0.0004370909,"threshold_uncertainty_score":0.8754746},"labels":[],"label_agreement":null},{"id":"W4387871549","doi":"10.1200/jco.23.00930","title":"Cost-Utility Analysis of Geriatric Assessment and Management in Older Adults With Cancer: Economic Evaluation Within 5C Trial","year":2023,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Alberta Health; University Health Network; Toronto General Hospital; University of Toronto; University of Calgary; Alberta Health Services","funders":"Canadian Institutes of Health Research; Alberta Health Services","keywords":"Medicine; Guideline; Quality-adjusted life year; Randomized controlled trial; Cost–utility analysis; Cost-effectiveness analysis; Health care; Quality of life (healthcare); Cost effectiveness; Demography; Gerontology; Internal medicine","score_opus":0.17340827514881235,"score_gpt":0.5362958490697342,"score_spread":0.3628875739209218,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387871549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99331105,0.00012665223,0.00006137323,0.0034897318,0.0009793824,0.0012653209,0.000008976636,0.0000065519657,0.0007509483],"genre_scores_gemma":[0.9958856,0.0017729957,0.0016830598,0.000200029,0.0002917591,0.00005444696,0.000013705446,0.000009209909,0.00008917578],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9958419,0.00061976677,0.0026137843,0.0002604423,0.0004909192,0.00017318621],"domain_scores_gemma":[0.9959699,0.0013351677,0.0020037205,0.00021554678,0.00029413612,0.00018154268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009164937,0.000116600284,0.0015803052,0.0006866817,0.000016760372,0.0000063093426,0.00010784482,0.00019908721,0.00029588965],"category_scores_gemma":[0.00060302106,0.00008422084,0.0002554681,0.00068319374,0.00012662513,0.00009049691,0.0000526136,0.00048442202,0.0000028434577],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.08076681,0.0017127306,0.488123,0.00014836388,0.0046333866,0.00022222573,0.0005520915,0.0057649673,0.0000024213402,0.000031349176,0.0019623148,0.41608036],"study_design_scores_gemma":[0.10159874,0.004745796,0.8438732,0.00013409929,0.0045207287,0.000008854719,0.00040479726,0.044198595,0.0000028033965,0.0000445903,0.00040435855,0.00006345309],"about_ca_topic_score_codex":0.00018400747,"about_ca_topic_score_gemma":0.0020775255,"teacher_disagreement_score":0.4160169,"about_ca_system_score_codex":0.0005074953,"about_ca_system_score_gemma":0.0015848681,"threshold_uncertainty_score":0.34344262},"labels":[],"label_agreement":null},{"id":"W4387933850","doi":"10.1016/j.jcjd.2023.10.036","title":"EARLY SUCCESS OF THE TAILORING POST DISCHARGE PROGRAM (TPD) INDICATES FEASIBILITY AND SAFETY OF EARLY DISCHARGE FOR LOW-RISK ACS PATIENTS: A MANITOBA ACS NETWORK INITIATIVE","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Research Manitoba","funders":"","keywords":"Medicine; Acute coronary syndrome; Discharge planning; Hospital discharge; Emergency department; Patient education; Medical emergency; Intensive care medicine; Emergency medicine; Nursing; Internal medicine; Myocardial infarction","score_opus":0.021409612212890228,"score_gpt":0.2558289029309545,"score_spread":0.23441929071806428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387933850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99576604,0.00046693897,0.000003022208,0.00080976466,0.00039111913,0.0014326005,0.0010801889,0.000013532177,0.00003677066],"genre_scores_gemma":[0.9993929,0.000032953092,0.00014034047,0.00008625845,0.00021213492,0.00003371853,0.00004371158,0.00003937024,0.000018608764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978728,0.00013819676,0.00080383534,0.00021610892,0.00034702045,0.00062199554],"domain_scores_gemma":[0.9970095,0.00045167436,0.00088597956,0.00028857603,0.0008163914,0.00054788805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069306575,0.00022203312,0.000603159,0.0002498001,0.00022099339,0.000048802285,0.00034788885,0.0001205213,0.000015325562],"category_scores_gemma":[0.001709256,0.00015815067,0.00020109555,0.00064172567,0.00041089434,0.00034918135,0.00006356736,0.0004299047,0.000002014447],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007846171,0.00009366389,0.99160606,0.0003430754,0.0002710607,0.000001961894,0.0020411373,0.0000086652935,0.00010510097,0.000034869157,0.00034862038,0.0050673173],"study_design_scores_gemma":[0.0023388683,0.0015489744,0.9919784,0.0013049348,0.00022586664,0.000001064379,0.0005654672,0.000021568121,0.0013667704,0.00039701516,0.0001060955,0.0001449717],"about_ca_topic_score_codex":0.0012059878,"about_ca_topic_score_gemma":0.008528679,"teacher_disagreement_score":0.007322691,"about_ca_system_score_codex":0.00016024655,"about_ca_system_score_gemma":0.0006055796,"threshold_uncertainty_score":0.6449197},"labels":[],"label_agreement":null},{"id":"W4387934310","doi":"10.1007/s11357-023-00991-3","title":"Frailty is associated with worse executive function and higher cerebral blood velocity in cognitively healthy older adults: a cross-sectional study","year":2023,"lang":"en","type":"article","venue":"GeroScience","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotchkiss Brain Institute; Université de Sherbrooke; University of Calgary; Nova Scotia Health Authority; University of New Brunswick; Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University","keywords":"Medicine; Aerobic exercise; Prefrontal cortex; Trail Making Test; Cognition; Internal medicine; Cognitive decline; Psychology; Dementia; Audiology; Cognitive impairment; Psychiatry","score_opus":0.03998227189349121,"score_gpt":0.3157365773844843,"score_spread":0.2757543054909931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387934310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99737656,0.000023850396,0.00004672146,0.0005507251,0.0003367259,0.0010683592,0.000083821324,0.0001826319,0.0003306311],"genre_scores_gemma":[0.99568474,0.000004695341,0.000059412494,0.0011527656,0.00007189861,0.000119012686,0.000029850957,0.000020771788,0.002856861],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974836,0.00009215611,0.00032186054,0.00080099027,0.0007714396,0.00052993867],"domain_scores_gemma":[0.9990218,0.00018311245,0.00013341583,0.00019339476,0.00027318683,0.00019505968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060877495,0.00021074328,0.0002850383,0.00023827812,0.000269269,0.00007821814,0.00010439584,0.00012475342,0.00011907252],"category_scores_gemma":[0.00033128975,0.00017903987,0.000033269454,0.0017797806,0.00041652052,0.00031251367,0.00009666773,0.00037974014,0.000042706943],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007310969,0.00086936366,0.99449587,0.000025468373,0.000037724807,0.000068807036,0.0026847199,0.0000022938984,0.00012927696,0.000007031938,0.00042133647,0.0005270257],"study_design_scores_gemma":[0.009345744,0.001986101,0.9867838,0.00021919237,0.000035401274,0.00002224205,0.0010169253,0.00024382093,0.00008785094,0.000044444514,0.000023353685,0.00019111448],"about_ca_topic_score_codex":0.0004679523,"about_ca_topic_score_gemma":0.00040847447,"teacher_disagreement_score":0.008614647,"about_ca_system_score_codex":0.00014585523,"about_ca_system_score_gemma":0.00020175635,"threshold_uncertainty_score":0.7301034},"labels":[],"label_agreement":null},{"id":"W4387934457","doi":"10.1016/s1499-2671(23)00639-1","title":"CCCN Committees/CCCN Supporters","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Family medicine","score_opus":0.019449024260016684,"score_gpt":0.24864950172774705,"score_spread":0.22920047746773037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387934457","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9787684,0.0004015163,0.0000019789131,0.016203046,0.0009084006,0.000104469545,0.00003637064,0.000027237604,0.003548598],"genre_scores_gemma":[0.9950451,0.000010054821,0.00015230976,0.0019085185,0.00038513876,0.0000019666334,0.00002134293,0.00003210753,0.002443429],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99869764,0.000031773965,0.00037427843,0.00010734683,0.00023857517,0.00055040914],"domain_scores_gemma":[0.9980336,0.000116495714,0.0001362185,0.00022624199,0.00020925338,0.0012782213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034258273,0.0001306698,0.00033667596,0.00060827745,0.00008381199,0.000040818268,0.00020477046,0.000082776314,0.0008070306],"category_scores_gemma":[0.0004238499,0.00011736983,0.0001608572,0.00043077415,0.00013148537,0.00012553694,0.000010094319,0.0003294792,0.00031771223],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025569757,0.000012788754,0.57379276,0.000066941124,0.0001644176,0.0005051372,0.00061762444,0.00001112234,0.00073214225,0.000040618706,0.4113226,0.012731287],"study_design_scores_gemma":[0.0020881263,0.0006661505,0.788907,0.00059583504,0.00018303856,0.00011147736,0.00080715056,0.00014042664,0.0022381262,0.0006045774,0.20339747,0.00026064733],"about_ca_topic_score_codex":0.00035344376,"about_ca_topic_score_gemma":0.004444445,"teacher_disagreement_score":0.21511419,"about_ca_system_score_codex":0.00016176993,"about_ca_system_score_gemma":0.0012443343,"threshold_uncertainty_score":0.8836419},"labels":[],"label_agreement":null},{"id":"W4387962151","doi":"10.1200/op.2023.19.11_suppl.370","title":"Geriatric pre-surgical optimization in the NCORP (Alliance).","year":2023,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Medicine; Prehabilitation; Referral; Psychological intervention; Intervention (counseling); Physical therapy; General surgery; Family medicine; Nursing","score_opus":0.03566584959724953,"score_gpt":0.38373051307804446,"score_spread":0.3480646634807949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387962151","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14783296,0.00085260154,0.0013619253,0.5037643,0.0024741613,0.0031199565,0.000010522332,0.00065842894,0.33992517],"genre_scores_gemma":[0.8738003,0.008449809,0.056364015,0.027693065,0.003370392,0.00093904865,0.00033764145,0.00013904374,0.028906692],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998207,0.00055917096,0.00032554625,0.0002825607,0.00031680596,0.00030896737],"domain_scores_gemma":[0.9958379,0.003420406,0.00018493981,0.0003710144,0.00011697058,0.00006876825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015194773,0.00012010451,0.00025127205,0.0001192721,0.00007825833,0.000022182421,0.00019099581,0.00023911335,0.00022701887],"category_scores_gemma":[0.0037009313,0.000088520566,0.00005339501,0.0012067473,0.00007871046,0.000310033,0.00006603897,0.0006147479,0.00066251715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010971541,0.0070607984,0.02632511,0.00045348352,0.0004881667,0.034061145,0.02082832,0.104508884,0.0004144908,0.0049078423,0.59638655,0.19359368],"study_design_scores_gemma":[0.0036855687,0.0008719087,0.025153952,0.000028872257,0.00016533189,0.0019382642,0.0012462129,0.0148211755,0.000014311178,0.000075160875,0.9518731,0.0001261191],"about_ca_topic_score_codex":0.00007462913,"about_ca_topic_score_gemma":0.000034393182,"teacher_disagreement_score":0.72596735,"about_ca_system_score_codex":0.00020691472,"about_ca_system_score_gemma":0.000260872,"threshold_uncertainty_score":0.85155386},"labels":[],"label_agreement":null},{"id":"W4388033753","doi":"10.2147/cia.s419476","title":"Short-Term, Community-Based, Slow-Stream Rehabilitation Program for Older Adults Transitioning from Hospital to Home: A Mixed Methods Program Evaluation","year":2023,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; McMaster Children's Hospital; Credit Valley Hospital; Health Sciences Centre; Trillium Health Centre","funders":"Saskatchewan Health Research Foundation; McMaster University","keywords":"Medicine; Descriptive statistics; Context (archaeology); Focus group; Thematic analysis; Observational study; Gerontology; Rehabilitation; Physical therapy; Qualitative research","score_opus":0.1461390806596939,"score_gpt":0.5356246425038615,"score_spread":0.38948556184416766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388033753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93736273,0.000081661645,0.044606723,0.005616077,0.0011649737,0.010255798,0.000093139664,0.00076932786,0.00004955841],"genre_scores_gemma":[0.7216768,0.000004219025,0.2661393,0.00013402873,0.00014963372,0.009387694,0.0023976585,0.000051348234,0.000059291775],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9948412,0.0018848035,0.0017548826,0.0006468045,0.00040576703,0.00046655198],"domain_scores_gemma":[0.9936342,0.00454054,0.00018274497,0.0007628608,0.0006447498,0.00023487612],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0074688997,0.00026755768,0.00061175064,0.0005392605,0.00022754208,0.00010718835,0.00027230752,0.00024496636,0.000055571487],"category_scores_gemma":[0.0058578346,0.00028282744,0.0010017183,0.0010901341,0.00020051279,0.00020266006,0.000102175385,0.00086598116,0.000036958612],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021369348,0.005200929,0.052670572,0.0008352786,0.00011811992,0.0000060456246,0.0031184114,0.00022504166,0.00003440428,0.000010871086,0.0014724412,0.93609416],"study_design_scores_gemma":[0.007022697,0.0050414866,0.90415406,0.012682074,0.00044829413,0.0000019968786,0.004699942,0.06417024,0.00013614047,0.0007641791,0.0005275205,0.0003513575],"about_ca_topic_score_codex":0.000113369075,"about_ca_topic_score_gemma":0.0003289926,"teacher_disagreement_score":0.93574286,"about_ca_system_score_codex":0.00025126085,"about_ca_system_score_gemma":0.000097557575,"threshold_uncertainty_score":0.9999624},"labels":[],"label_agreement":null},{"id":"W4388049731","doi":"10.12968/bjca.2023.0009","title":"Do interventions targeting frailty improve outcomes after cardiac surgery? A systematic review","year":2023,"lang":"en","type":"review","venue":"British Journal of Cardiac Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Toronto Metropolitan University","funders":"","keywords":"Medicine; Psychological intervention; Intervention (counseling); Cardiac surgery; Physical therapy; Systematic review; MEDLINE; Intensive care medicine; Gerontology; Surgery; Nursing","score_opus":0.06178487009649827,"score_gpt":0.38153018610405554,"score_spread":0.3197453160075573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388049731","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000008182538,0.9869917,0.000034915924,0.00022837256,0.00804095,0.0036268348,0.0007181598,0.00009961657,0.00025127584],"genre_scores_gemma":[0.00001733865,0.9958511,0.0003780297,0.000099951285,0.0013991477,0.00030824932,0.0001596829,0.0002967494,0.0014897303],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9898394,0.0017907824,0.0055382187,0.0005706859,0.0014821674,0.00077876257],"domain_scores_gemma":[0.99233365,0.0017622081,0.0036439218,0.0007603113,0.0009695657,0.00053034496],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.005791629,0.0007893542,0.015061013,0.00069254485,0.00014798291,0.00032711396,0.0003905947,0.0004643351,0.00007787571],"category_scores_gemma":[0.008502401,0.00072576274,0.018035261,0.0008560935,0.00014972257,0.000341582,0.00010132541,0.0017118598,0.00011379058],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004058506,0.000060485014,0.000018760627,0.59089535,0.002515793,0.00079123786,0.00003462078,2.0523792e-8,1.222534e-7,6.5103507e-7,0.033809636,0.37186927],"study_design_scores_gemma":[0.00013223708,0.00005361998,0.00006286399,0.86104965,0.03712817,0.003919175,0.00010282809,1.4806682e-7,3.681526e-7,0.000014958246,0.09704661,0.00048933865],"about_ca_topic_score_codex":0.000018773346,"about_ca_topic_score_gemma":0.0000013626372,"teacher_disagreement_score":0.37137994,"about_ca_system_score_codex":0.0009932119,"about_ca_system_score_gemma":0.0007840644,"threshold_uncertainty_score":0.9998494},"labels":[],"label_agreement":null},{"id":"W4388086397","doi":"10.33137/utjph.v4i1.41687","title":"Intellectual and Developmental Disabilities (IDD) and Cancer Symptom Reporting in Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"University of Toronto Journal of Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Cancer; Incidence (geometry); Cumulative incidence; Hazard ratio; Cancer incidence; Readability; Cohort; Internal medicine; Confidence interval","score_opus":0.06268562558737673,"score_gpt":0.2805820595922779,"score_spread":0.21789643400490116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388086397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99103636,0.0006597745,0.000014214852,0.007131584,0.00010937043,0.00008860377,0.0000050353024,0.0000056057515,0.0009494631],"genre_scores_gemma":[0.99605376,0.00091983087,0.00059993914,0.00013483346,0.000020580947,5.9140007e-8,0.0000032820735,0.0000045724078,0.0022631558],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988972,0.00005277281,0.00047456002,0.00010207097,0.00025342195,0.0002199951],"domain_scores_gemma":[0.99884975,0.00023552262,0.00043395572,0.000053097756,0.00012695452,0.00030072025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008941193,0.00006927642,0.00032643054,0.000074106465,0.000069473586,0.0000069522903,0.00006063542,0.000032262382,0.00063728774],"category_scores_gemma":[0.0013572412,0.00007063629,0.000024218985,0.00006172588,0.00009669409,0.00022763653,0.00006571058,0.00017339576,2.1945888e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000570393,0.00003704463,0.8647196,0.00017312424,0.00007676376,0.00009737362,0.08513411,0.0000027828955,0.000019306754,0.000019579233,0.019418254,0.030244973],"study_design_scores_gemma":[0.0010724075,0.0001994304,0.8315244,0.00029367275,0.0000094428815,0.00024766315,0.12295623,0.000041691866,0.0000044932876,0.000005788612,0.043580245,0.00006458817],"about_ca_topic_score_codex":0.99364233,"about_ca_topic_score_gemma":0.99930626,"teacher_disagreement_score":0.03782212,"about_ca_system_score_codex":0.0042217756,"about_ca_system_score_gemma":0.007868156,"threshold_uncertainty_score":0.9996008},"labels":[],"label_agreement":null},{"id":"W4388200539","doi":"10.1200/op.2023.19.11_suppl.224","title":"Feasibility of the geriatric assessment in older caregivers of older adults with cancer to guide supportive care.","year":2023,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Conquer Cancer Foundation","keywords":"Polypharmacy; Medicine; Activities of daily living; Gerontology; Anxiety; Grip strength; Social support; Geriatric Depression Scale; Montreal Cognitive Assessment; Dyad; Cognition; Physical therapy; Psychology; Psychiatry; Cognitive impairment; Depressive symptoms","score_opus":0.02385979501861101,"score_gpt":0.40136665828957396,"score_spread":0.37750686327096294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388200539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9595598,0.00013372175,0.000029827444,0.021224597,0.0005466692,0.0026163561,0.00006215179,0.000040988747,0.015785905],"genre_scores_gemma":[0.994969,0.000108998815,0.0022120716,0.00094456197,0.00006281759,0.00020801801,0.000017258912,0.000026037913,0.0014512225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976994,0.0003910588,0.00057229865,0.00045502264,0.0005327575,0.0003495008],"domain_scores_gemma":[0.9967186,0.0009711683,0.0005834008,0.0006745551,0.0009288931,0.00012341607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070932036,0.00018370034,0.00055499916,0.00021895372,0.000043246902,0.000004045771,0.00023650273,0.00018340445,0.00019156943],"category_scores_gemma":[0.0016753605,0.00012935305,0.000089973815,0.001352167,0.0001794337,0.00017579691,0.00018873888,0.0004940619,0.000012969474],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004343807,0.001647572,0.85250854,0.0011125394,0.00029989073,0.00044930112,0.077359416,0.0006103983,0.0011060968,0.00006481345,0.043301623,0.017195966],"study_design_scores_gemma":[0.006537544,0.0011265267,0.9213764,0.00040917945,0.00037146616,0.00005401581,0.054203283,0.000034225774,0.0009467207,0.0000032573162,0.014802804,0.00013458321],"about_ca_topic_score_codex":0.007407372,"about_ca_topic_score_gemma":0.0062729074,"teacher_disagreement_score":0.06886782,"about_ca_system_score_codex":0.0013677134,"about_ca_system_score_gemma":0.0024646888,"threshold_uncertainty_score":0.9992024},"labels":[],"label_agreement":null},{"id":"W4388201514","doi":"10.3390/ejihpe13110165","title":"Enhancing Physical and Psychosocial Health of Older Adults in Saudi Arabia through Walking: Comparison between Supervised Group-Based and Non-Supervised Individual-Based Walking","year":2023,"lang":"en","type":"article","venue":"European Journal of Investigation in Health Psychology and Education","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychosocial; Physical health; Gerontology; Physical activity; Psychology; Physical medicine and rehabilitation; Physical therapy; Medicine; Mental health; Psychiatry","score_opus":0.05313955400766363,"score_gpt":0.37374851177680124,"score_spread":0.3206089577691376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388201514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9615737,0.0007739562,0.0004674703,0.036153298,0.0004186172,0.0005425297,0.0000059182426,0.000018604478,0.000045914847],"genre_scores_gemma":[0.9869907,0.00030133082,0.006014675,0.0061877924,0.00035786137,0.000009668253,0.00010277185,0.00003169319,0.0000035216506],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963136,0.0012567064,0.0014488263,0.00035236691,0.00028674412,0.00034180717],"domain_scores_gemma":[0.9980582,0.00043166435,0.0008963452,0.00017048091,0.00013692908,0.00030640303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003041035,0.00019983649,0.0006736362,0.0006216529,0.00012657973,0.000019642723,0.00010019258,0.0000843082,0.00000578304],"category_scores_gemma":[0.00033815173,0.00020052666,0.000044155036,0.0007061678,0.00025478765,0.00018901953,0.000019371479,0.0006425913,0.0000020163682],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034754982,0.0005179426,0.8245068,0.0021430147,0.000027179736,0.0000068968498,0.07279553,0.000027204882,0.0006787378,0.000020891428,0.0023418248,0.096586384],"study_design_scores_gemma":[0.0063334643,0.001309333,0.98453474,0.0046004974,0.000017626764,0.00001688263,0.0019187953,0.00052633416,0.00015515939,0.00033935337,0.00011873766,0.000129082],"about_ca_topic_score_codex":0.0000991108,"about_ca_topic_score_gemma":0.00005817216,"teacher_disagreement_score":0.16002789,"about_ca_system_score_codex":0.0000881045,"about_ca_system_score_gemma":0.0005411742,"threshold_uncertainty_score":0.817724},"labels":[],"label_agreement":null},{"id":"W4388294473","doi":"10.3389/fnins.2023.1250188","title":"Brief instrument for direct complex functionality assessment: a new ecological tool","year":2023,"lang":"en","type":"article","venue":"Frontiers in Neuroscience","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Centre for Interdisciplinary Research in Rehabilitation","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Content validity; Psychology; Sample (material); Ecological validity; Test (biology); Content analysis; Applied psychology; Psychometrics; Ecology; Cognition; Clinical psychology","score_opus":0.07944847185659125,"score_gpt":0.3355369118990704,"score_spread":0.25608844004247916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388294473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7973621,0.000069790694,0.120645896,0.03634282,0.01872499,0.0051687043,0.00023356524,0.0011482919,0.020303883],"genre_scores_gemma":[0.9456589,0.000051411476,0.035709925,0.0053416174,0.0001979196,0.0001676243,0.00005877093,0.000021846428,0.012791961],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9982244,0.000050461313,0.00027819152,0.0005696681,0.00043467997,0.0004426356],"domain_scores_gemma":[0.99934477,0.000116349445,0.00005977774,0.000284503,0.00003781789,0.00015680627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041716028,0.00013738211,0.00027947585,0.00017414756,0.00012715724,0.000042596515,0.00022253366,0.00006228295,0.000046912213],"category_scores_gemma":[0.0008811015,0.00012393967,0.00008443048,0.000890316,0.00020963773,0.00014390223,0.000107603024,0.00017528875,0.000009204967],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001607862,0.00033428482,0.4018062,0.000080003236,0.000008146749,0.0000745227,0.00008231189,0.00035903635,0.006722272,0.00080937485,0.5628532,0.026709808],"study_design_scores_gemma":[0.0014336437,0.00037014525,0.80319047,0.00002172285,0.000010141071,0.000013721009,0.000028922259,0.029592223,0.00009928172,0.00091750955,0.16421123,0.0001109818],"about_ca_topic_score_codex":0.000025866575,"about_ca_topic_score_gemma":0.000009423407,"teacher_disagreement_score":0.40138426,"about_ca_system_score_codex":0.00020701329,"about_ca_system_score_gemma":0.00028181082,"threshold_uncertainty_score":0.50541127},"labels":[],"label_agreement":null},{"id":"W4388363854","doi":"10.1016/j.ibneur.2023.08.941","title":"A PROTECTIVE MIR137 GENE VARIANT CONFERS RESISTANCE TO TANGLE-RELATED COGNITIVE IMPAIRMENT IN THE ELDERLY","year":2023,"lang":"en","type":"article","venue":"IBRO Neuroscience Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Cognitive impairment; Tangle; Gene; Cognition; Genetics; Medicine; Biology; Neuroscience","score_opus":0.026025541285369096,"score_gpt":0.29518926761498976,"score_spread":0.26916372632962066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388363854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815812,0.000030283638,0.00026180912,0.010689595,0.00064520695,0.0040472816,0.000016413556,0.00022591095,0.0025022717],"genre_scores_gemma":[0.99549496,0.000009286799,0.00008853856,0.0015636111,0.000035457622,0.0005140101,0.000008412992,0.00002620725,0.0022595373],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99679476,0.0001634031,0.0005671833,0.000884501,0.0009572715,0.0006328693],"domain_scores_gemma":[0.99862415,0.00018571666,0.00020389911,0.00059882517,0.00017023727,0.00021717133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001115476,0.00022269618,0.0002900792,0.0003039995,0.00017252343,0.00007423179,0.00019850838,0.000080867365,0.000016344442],"category_scores_gemma":[0.002412736,0.00016357886,0.00008454287,0.002759284,0.0002485395,0.00014495151,0.000095505515,0.00036010018,0.00004580295],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014188964,0.0019034934,0.023051126,0.0003790869,0.00007190336,0.32295042,0.035783406,0.00046545095,0.5875111,0.00044976026,0.01644435,0.00957096],"study_design_scores_gemma":[0.0030690231,0.005013602,0.92209613,0.0016528411,0.00011529218,0.016076623,0.0033045812,0.0006091885,0.037725233,0.0034738125,0.006020401,0.00084329606],"about_ca_topic_score_codex":0.00012278045,"about_ca_topic_score_gemma":0.00012384076,"teacher_disagreement_score":0.899045,"about_ca_system_score_codex":0.0001355012,"about_ca_system_score_gemma":0.00038054114,"threshold_uncertainty_score":0.66705525},"labels":[],"label_agreement":null},{"id":"W4388417117","doi":"10.1503/cmaj.231487","title":"Correction to “What drives requests for MAiD?”","year":2023,"lang":"en","type":"erratum","venue":"Canadian Medical Association Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Data science; Information retrieval; Text mining; Data mining","score_opus":0.013269190520069307,"score_gpt":0.2849482242103574,"score_spread":0.2716790336902881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388417117","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002477902,0.0011860878,0.00042715753,0.42427167,0.55158776,0.0014291392,0.00024535184,0.00021532147,0.020389708],"genre_scores_gemma":[0.0001749989,0.0025903608,0.00025453483,0.031056875,0.040771957,0.000098713455,0.00082626875,0.00016643779,0.92405987],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951936,0.00014460416,0.0007987682,0.00041321124,0.002443861,0.0010059569],"domain_scores_gemma":[0.9928609,0.00061081257,0.00044562737,0.00024752968,0.0013626658,0.00447243],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0019484219,0.00032772814,0.00070391304,0.000860925,0.00035334588,0.00035087834,0.00032781044,0.001783913,0.002025118],"category_scores_gemma":[0.025894973,0.00032743448,0.00036045912,0.00053375814,0.000036158162,0.00023517017,0.000027685592,0.0038016743,0.0012181738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000017091208,0.000016414673,0.00039685285,0.00006490001,0.00023702951,0.00050980103,0.0003160646,0.0000013911763,0.0000012134819,0.000010320742,0.9228697,0.075559266],"study_design_scores_gemma":[0.0010066108,0.00026528916,0.0063247127,0.0039037648,0.00015505732,0.0007553896,0.00052138,0.0003265197,0.0000031767195,0.00013638788,0.98630446,0.00029726993],"about_ca_topic_score_codex":0.0036999225,"about_ca_topic_score_gemma":0.2370113,"teacher_disagreement_score":0.90367013,"about_ca_system_score_codex":0.005973726,"about_ca_system_score_gemma":0.013470715,"threshold_uncertainty_score":0.99991775},"labels":[],"label_agreement":null},{"id":"W4388450141","doi":"10.1101/2023.11.06.23298187","title":"Comparison of frailty instruments in acute coronary syndrome patients","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Acute coronary syndrome; Internal medicine; Hazard ratio; EuroSCORE; Disease; Myocardial infarction; Confidence interval; Cardiac surgery","score_opus":0.06920137164296267,"score_gpt":0.3503773423479917,"score_spread":0.2811759707050291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388450141","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99564666,0.00007889725,0.000010190085,0.0004959668,0.0018079767,0.0012187769,0.00023995955,0.00014378341,0.00035781163],"genre_scores_gemma":[0.99653006,0.000078511795,0.0005864178,0.00008221703,0.000027111157,0.00010341069,0.00091949326,0.00009026708,0.0015825138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99685127,0.00009613979,0.0010891309,0.0006805316,0.00086054194,0.00042238165],"domain_scores_gemma":[0.9981255,0.00009049704,0.00043517558,0.0010138662,0.00015455003,0.0001804024],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00023229762,0.00039907635,0.0012997589,0.00046047673,0.000024757504,0.000011090203,0.0004623093,0.0004932727,0.0001461251],"category_scores_gemma":[0.00024639492,0.0003950313,0.00019728379,0.00033749169,0.00013531357,0.000055773922,0.0010466209,0.0011842959,0.00026028027],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013503134,0.0007844258,0.9930184,0.00075624144,0.00031547257,0.0002510824,0.00065912545,0.0000597813,0.0001414344,0.0000033301799,0.0012453856,0.0026303076],"study_design_scores_gemma":[0.002500957,0.00046867173,0.99261504,0.0020111771,0.0001784141,0.000021431737,0.000054450924,0.00063421944,0.00087064935,0.00018243217,0.000193271,0.00026927836],"about_ca_topic_score_codex":0.00020855997,"about_ca_topic_score_gemma":0.00009385818,"teacher_disagreement_score":0.0023659258,"about_ca_system_score_codex":0.00024432683,"about_ca_system_score_gemma":0.0001783085,"threshold_uncertainty_score":0.99985015},"labels":[],"label_agreement":null},{"id":"W4388495416","doi":"10.1136/ijgc-2023-igcs.15","title":"SO001/#159  Exploring the association between frailty and gynecologic cancer survivorship: a cross-sectional analysis of the Canadian longitudinal study on aging","year":2023,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Juravinski Cancer Centre; Impact; McMaster University","funders":"","keywords":"Medicine; Psychosocial; Gerontology; Gynecologic cancer; Cohort study; Cohort; Affect (linguistics); Longitudinal study; Cross-sectional study; Multivariate analysis; Cancer survivor; Survivorship curve; Prospective cohort study; Population; Cancer; Demography; Internal medicine; Psychology; Environmental health; Ovarian cancer; Psychiatry","score_opus":0.2166015044025165,"score_gpt":0.4239168731376841,"score_spread":0.20731536873516762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388495416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98768616,0.00008832317,0.0000073839365,0.009480168,0.0020911507,0.00027929628,0.00013771308,0.00001665129,0.0002131577],"genre_scores_gemma":[0.9980342,0.00013450794,0.000009706111,0.0005186786,0.00064846914,0.00007113917,0.000009120229,0.00001162479,0.0005625728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99708396,0.00023207121,0.0006964882,0.00025744835,0.0014126246,0.00031740195],"domain_scores_gemma":[0.9956551,0.0021927988,0.00068856974,0.00016359285,0.0011335717,0.00016634092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017149296,0.0001693442,0.00046370787,0.00054472446,0.0002777269,0.00010984447,0.0005059402,0.00013210325,0.00063456135],"category_scores_gemma":[0.002668558,0.00009570964,0.00032639314,0.0010384364,0.00013867299,0.00015221846,0.00013380482,0.0007188021,0.0000054649704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076552395,0.00009319313,0.98980606,0.0000052446157,0.0037666736,0.000051011146,0.0004468664,0.0032857794,0.000032550262,0.000044340195,0.00025638996,0.0021353704],"study_design_scores_gemma":[0.0009546345,0.00025919435,0.9967223,0.000045981647,0.0007574781,0.000006990072,0.00021284063,0.00022224132,0.0000688409,0.00013842883,0.00051706267,0.000094044975],"about_ca_topic_score_codex":0.034037452,"about_ca_topic_score_gemma":0.38903877,"teacher_disagreement_score":0.3550013,"about_ca_system_score_codex":0.0023880615,"about_ca_system_score_gemma":0.00051053724,"threshold_uncertainty_score":0.972395},"labels":[],"label_agreement":null},{"id":"W4388564412","doi":"10.1136/bmjopen-2023-074737","title":"Prevalence and factors associated with cognitive frailty in heart failure: a systematic review and meta-analysis protocol","year":2023,"lang":"en","type":"review","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; MEDLINE; Systematic review; Cognition; Dementia; Population; Gerontology; Cognitive decline; Psychological intervention; Quality of life (healthcare); Critical appraisal; Incidence (geometry); Family medicine; Psychiatry; Alternative medicine; Environmental health; Internal medicine; Pathology; Disease; Nursing","score_opus":0.3543395432787043,"score_gpt":0.49644095622385626,"score_spread":0.14210141294515194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388564412","genre_codex":"review","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[6.88761e-7,0.5314781,0.0000010945078,0.00028496195,0.0000026300145,0.46786156,0.00028397908,0.000030829775,0.00005612776],"genre_scores_gemma":[0.0000022997026,0.35199985,0.00006372396,0.0002642862,0.000005870222,0.6430595,0.00018516366,0.000072409646,0.0043468815],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99484515,0.0015842635,0.0016348471,0.0009275353,0.00066168426,0.0003465024],"domain_scores_gemma":[0.9959683,0.0015016638,0.0012654406,0.00080943026,0.0002408136,0.00021438912],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028957108,0.00071043405,0.013824651,0.0003700405,0.000058543537,0.00016567047,0.0003686205,0.00028311866,0.0002823841],"category_scores_gemma":[0.005360681,0.00039179623,0.000787131,0.0020903444,0.000114001756,0.00019313853,0.00047746382,0.000487097,0.000032090873],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000089344985,0.000054309392,0.00029367802,0.9064407,0.09233767,0.00004201925,0.00007779658,2.0901052e-8,2.6924551e-9,0.0000011395766,0.00066863943,0.00007511962],"study_design_scores_gemma":[0.00051568885,0.00014023564,0.00024494063,0.446454,0.5498392,0.000037662918,0.00003155534,0.0000014417249,5.1847277e-8,0.0000018957173,0.002430225,0.00030314617],"about_ca_topic_score_codex":0.00013013605,"about_ca_topic_score_gemma":0.0009974694,"teacher_disagreement_score":0.4599867,"about_ca_system_score_codex":0.00013181471,"about_ca_system_score_gemma":0.00046202596,"threshold_uncertainty_score":0.9998534},"labels":[],"label_agreement":null},{"id":"W4388627828","doi":"10.33678/cor.2023.026","title":"(Frailty syndrome, what should we know before cardiac surgery)","year":2023,"lang":"en","type":"article","venue":"Cor et Vasa","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology; Theology; Internal medicine; Philosophy","score_opus":0.07868600058827271,"score_gpt":0.33094142090563283,"score_spread":0.25225542031736015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388627828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8737017,0.008360443,0.00005535432,0.103496835,0.0077292672,0.0013592043,0.00016314429,0.001828382,0.0033056585],"genre_scores_gemma":[0.8972819,0.019038888,0.00031634743,0.0054959003,0.0006814653,0.00021473337,0.0009283015,0.00022226544,0.07582024],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979137,0.000089903246,0.0003636136,0.00047488572,0.0005703251,0.0005875788],"domain_scores_gemma":[0.9981233,0.00048183562,0.00007801036,0.0008280137,0.00017776205,0.00031111456],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005472893,0.00028009716,0.00069677853,0.000292418,0.00008048206,0.00008966532,0.0001703681,0.00022318168,0.0005805136],"category_scores_gemma":[0.00061857246,0.00024919247,0.00038958556,0.0008845611,0.00010424812,0.0003716224,0.00014743074,0.00041586402,0.0029603413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039307317,0.00008334998,0.035143618,0.0003612277,0.00021028605,0.0010018029,0.0008832318,0.000008400769,0.00035123047,0.00011153959,0.7949705,0.1668355],"study_design_scores_gemma":[0.00060032005,0.00023816974,0.19626997,0.0017577169,0.0001747319,0.00024236084,0.0007672638,0.00019830605,0.00089691975,0.00030854018,0.7981698,0.00037592513],"about_ca_topic_score_codex":0.00006460296,"about_ca_topic_score_gemma":0.00005951632,"teacher_disagreement_score":0.16645958,"about_ca_system_score_codex":0.00010528254,"about_ca_system_score_gemma":0.0002131203,"threshold_uncertainty_score":0.999996},"labels":[],"label_agreement":null},{"id":"W4388656354","doi":"10.1097/ta.0000000000004191","title":"The interaction between geriatric and neighborhood vulnerability: Delineating prehospital risk among older adult emergency general surgery patients","year":2023,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"National Institute of General Medical Sciences; Agency for Healthcare Research and Quality; National Institute on Aging; National Institutes of Health","keywords":"Social vulnerability; Vulnerability (computing); Medicine; Gerontology; Confidence interval; Demography; Ethnic group; Internal medicine; Psychiatry; Psychological intervention","score_opus":0.015413281625577695,"score_gpt":0.30948300297310943,"score_spread":0.29406972134753173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388656354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99644166,0.00046264075,0.00025747827,0.0009896298,0.0014426764,0.000257535,0.000032324366,0.000041779127,0.000074247524],"genre_scores_gemma":[0.99702823,0.0015192127,0.000021169168,0.000040085735,0.0013133453,0.000008105693,0.000016053282,0.000026335409,0.00002745784],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99789685,0.00037505315,0.0008261763,0.00017826246,0.00041810534,0.00030552776],"domain_scores_gemma":[0.99688876,0.0011529757,0.000245633,0.00019376304,0.0013116028,0.00020726143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008995652,0.0001963503,0.00033606685,0.00015843388,0.0006975894,0.00006861279,0.00007208644,0.00011673873,0.000029290803],"category_scores_gemma":[0.0033569343,0.00011789546,0.00017954744,0.00035766064,0.0002016294,0.00032991747,0.00005291453,0.0007071569,0.0000029978155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000115587434,0.00005714641,0.94015557,0.00015733,0.0000836231,0.0000023262555,0.0013192517,0.000007968224,0.000008178399,0.000016404161,0.0020640357,0.056012586],"study_design_scores_gemma":[0.00064158195,0.0008206265,0.9948717,0.0001318176,0.00055560376,0.000044932498,0.0017214123,0.00023619365,0.00014866206,0.00057992316,0.0001139425,0.00013364306],"about_ca_topic_score_codex":0.00033951533,"about_ca_topic_score_gemma":0.000108732085,"teacher_disagreement_score":0.055878945,"about_ca_system_score_codex":0.00007934819,"about_ca_system_score_gemma":0.00004396147,"threshold_uncertainty_score":0.5365364},"labels":[],"label_agreement":null},{"id":"W4388659252","doi":"10.1007/s41999-023-00893-9","title":"Moving from “vulnerability” to “inter-individual variability” in defining a place for the biology of ageing in geriatric medicine","year":2023,"lang":"en","type":"editorial","venue":"European Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Health Research Board; Health Service Executive; Wellcome Trust; Meath Foundation; Canadian Institute for Theoretical Astrophysics","keywords":"Vulnerability (computing); Medicine; Ageing; Healthy ageing; Gerontology; Computer security; Computer science; Internal medicine","score_opus":0.027772608050913677,"score_gpt":0.3125089332176864,"score_spread":0.2847363251667727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388659252","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026467683,0.0055332165,0.006355504,0.0140939895,0.9354429,0.0065204953,0.001317064,0.00042169204,0.003847456],"genre_scores_gemma":[0.09183151,0.0014377636,0.0038920753,0.00073398795,0.8943872,0.00051090494,0.0045073247,0.00074951095,0.001949714],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98857296,0.0027722807,0.003789875,0.0020818403,0.0014733145,0.0013097449],"domain_scores_gemma":[0.9391166,0.05668034,0.0011660695,0.0020453627,0.0005510873,0.00044055798],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.021439327,0.0010676181,0.0032443414,0.0022577792,0.00013807078,0.00002493685,0.0015961501,0.0007575191,0.0003842887],"category_scores_gemma":[0.15633497,0.00075074873,0.00029477035,0.0033931797,0.00055958546,0.00008491283,0.0008617216,0.0027933044,0.00008739962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013952557,0.00019496062,0.003141544,0.0014468124,0.00034506194,0.0004133427,0.009536757,0.00014632996,0.000822336,0.0000346122,0.9494496,0.033073366],"study_design_scores_gemma":[0.0312952,0.0059583643,0.04739899,0.011674248,0.0026187506,0.00002298084,0.0029078943,0.0011525362,0.000045165594,0.0007349877,0.8946266,0.0015642939],"about_ca_topic_score_codex":0.008117929,"about_ca_topic_score_gemma":0.0012120074,"teacher_disagreement_score":0.13489564,"about_ca_system_score_codex":0.0006513541,"about_ca_system_score_gemma":0.00068337447,"threshold_uncertainty_score":0.9995073},"labels":[],"label_agreement":null},{"id":"W4388767307","doi":"10.1186/s12877-023-04309-y","title":"Reversing frailty in older adults: a scoping review","year":2023,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Bruyère; Montfort Hospital; University of Ottawa","funders":"University of Ottawa","keywords":"Medicine; CINAHL; Psychological intervention; Checklist; Gerontology; MEDLINE; Critical appraisal; Meta-analysis; Systematic review; Alternative medicine; Psychiatry; Psychology; Pathology","score_opus":0.11977034417833174,"score_gpt":0.4013199642062253,"score_spread":0.2815496200278935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388767307","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000002077175,0.9896336,0.00007634918,0.00012021638,0.0009588644,0.008231673,0.000051159917,0.00029951445,0.0006265238],"genre_scores_gemma":[1.1203904e-7,0.993463,0.0028860169,0.00029094963,0.00071372115,0.00046057708,0.0004144635,0.00023429832,0.0015368523],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99514455,0.00031537947,0.0020422821,0.0010437594,0.0006982485,0.00075579854],"domain_scores_gemma":[0.9967043,0.0008439686,0.0007741699,0.0012505358,0.00015916841,0.00026787585],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010521922,0.0007510238,0.0042618196,0.0008203121,0.00007604199,0.000040338055,0.00041812166,0.0006950071,0.0002571828],"category_scores_gemma":[0.0034802414,0.00067103934,0.0009722015,0.0034308822,0.000048628484,0.00011286986,0.0002767621,0.0011052187,0.0012763244],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067419182,0.000052006566,0.000020776059,0.65483457,0.000031451487,0.00013968664,0.00004297253,1.3449738e-7,5.895032e-9,0.0000026557443,0.006766229,0.33810276],"study_design_scores_gemma":[0.00079373235,0.000033954417,0.000027236967,0.6902066,0.0011535196,0.00014433378,0.00001522284,0.0000037715467,4.762894e-8,0.0000026051591,0.30720454,0.0004144573],"about_ca_topic_score_codex":0.00008339661,"about_ca_topic_score_gemma":0.00020397082,"teacher_disagreement_score":0.33768833,"about_ca_system_score_codex":0.00062584656,"about_ca_system_score_gemma":0.0017134424,"threshold_uncertainty_score":0.99957407},"labels":[],"label_agreement":null},{"id":"W4388831596","doi":"10.1002/ajim.23550","title":"Using the Functional Comorbidity Index with administrative workers’ compensation data: Utility, validity, and caveats","year":2023,"lang":"en","type":"article","venue":"American Journal of Industrial Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Ontario; Canadian Memorial Chiropractic College; University of Toronto","funders":"National Institute for Occupational Safety and Health; National Institute of Arthritis and Musculoskeletal and Skin Diseases; University of Washington","keywords":"Medicine; Confounding; Comorbidity; Concordance; National Comorbidity Survey; Workers' compensation; External validity; Predictive validity; Gerontology; Statistics; Compensation (psychology); Clinical psychology; Psychiatry; Internal medicine; Psychology","score_opus":0.45587209846104704,"score_gpt":0.41210456074528756,"score_spread":0.043767537715759475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388831596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9703091,0.000047409583,0.0018838546,0.026376309,0.0007660739,0.00034025317,0.000028025588,0.000024810406,0.00022416218],"genre_scores_gemma":[0.9966168,0.000061437844,0.0002975359,0.0003922671,0.0024938094,0.0000015946537,0.000062039835,0.000018820572,0.00005571624],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976627,0.00029804654,0.0005847795,0.00024087234,0.00097317016,0.00024041887],"domain_scores_gemma":[0.9972052,0.0009833528,0.00072934997,0.00041960605,0.00038945474,0.0002730099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013760146,0.00019497391,0.0006193686,0.00021253717,0.0001599954,0.00002259951,0.0002312879,0.000073369156,0.00010287658],"category_scores_gemma":[0.001295874,0.00010814038,0.0000382511,0.0010241128,0.0016340289,0.00019736966,0.00012114957,0.00089632097,0.0000023631455],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003940132,0.00011614985,0.8690288,0.000013107773,0.0004496256,0.0004190177,0.00122913,0.000090210706,0.00031116905,0.000018734869,0.040291708,0.084092215],"study_design_scores_gemma":[0.020131195,0.014388413,0.89782727,0.0037120746,0.0016323533,0.008781095,0.039845485,0.005708086,0.00022518152,0.00013114777,0.0071913702,0.00042632883],"about_ca_topic_score_codex":0.00063979905,"about_ca_topic_score_gemma":0.00008493248,"teacher_disagreement_score":0.083665885,"about_ca_system_score_codex":0.00009119676,"about_ca_system_score_gemma":0.0006795559,"threshold_uncertainty_score":0.6020647},"labels":[],"label_agreement":null},{"id":"W4388973297","doi":"10.3389/fresc.2023.1328279","title":"Editorial: Rehabilitation care for clinically complex older adults across the continuum of care","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Rehabilitation Sciences","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Waterloo","funders":"","keywords":"Continuum of care; Rehabilitation; Gerontology; Health care; Medicine; Physical medicine and rehabilitation; Nursing; Physical therapy; Psychology; Political science","score_opus":0.015720771773927514,"score_gpt":0.3711442668669093,"score_spread":0.3554234950929818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388973297","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0056696087,0.000917425,0.00031333612,0.0028830941,0.98370665,0.0048891236,0.0013732853,0.00013110766,0.000116375755],"genre_scores_gemma":[0.006977103,0.00009514428,0.06522392,0.000046436468,0.9244066,0.0013309835,0.0014568684,0.00010843419,0.00035450587],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99268395,0.00048154063,0.0020847518,0.001366325,0.0026588815,0.0007245688],"domain_scores_gemma":[0.96420497,0.028492311,0.001074211,0.0009957715,0.0050833845,0.0001493674],"candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0045966394,0.00046881556,0.0014058684,0.00044500336,0.00039423708,0.0001097419,0.0010055669,0.0011254825,0.000008305232],"category_scores_gemma":[0.09834328,0.0003569172,0.0006181199,0.0014417879,0.0031948704,0.000286594,0.00015753115,0.00083230255,0.000008442696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000994136,0.00009019827,0.01169829,0.003931555,0.000035690573,4.6427402e-7,0.07226041,0.000047618465,0.0000052665605,0.000006548428,0.9032656,0.0076642227],"study_design_scores_gemma":[0.004345091,0.0050573577,0.014108286,0.002800564,0.000095444615,1.547788e-7,0.21804751,0.00014418374,0.0000053400804,0.00050217245,0.75454956,0.00034429863],"about_ca_topic_score_codex":0.00030670443,"about_ca_topic_score_gemma":0.0012011641,"teacher_disagreement_score":0.148716,"about_ca_system_score_codex":0.0005909031,"about_ca_system_score_gemma":0.0013326377,"threshold_uncertainty_score":0.9998883},"labels":[],"label_agreement":null},{"id":"W4388979158","doi":"10.1016/j.cjca.2023.11.020","title":"Association and Prognostic Value of Multidomain Frailty Defined by Cumulative Deficit and Phenotype Models in Patients With Heart Failure","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Novartis Pharma; Otsuka Pharmaceutical; Japan Heart Foundation; Novartis Pharmaceuticals Corporation","keywords":"Medicine; Heart failure; Association (psychology); Phenotype; Internal medicine; Value (mathematics); Cardiology; Gerontology; Statistics; Genetics; Gene","score_opus":0.012736017365626405,"score_gpt":0.230264567140205,"score_spread":0.21752854977457858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388979158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973724,0.00018867789,0.00016935579,0.0017677916,0.000065160486,0.00024040864,0.00007390959,0.000004080295,0.00011820606],"genre_scores_gemma":[0.9990817,0.000011248607,0.00069785677,0.000077252014,0.00004510402,0.0000027324368,0.000034920056,0.000013923805,0.00003527327],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906546,0.00012611761,0.00028389343,0.00012073222,0.00015589992,0.00024791213],"domain_scores_gemma":[0.99894047,0.0002890994,0.00016633107,0.000076255455,0.00027265743,0.00025517607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031465982,0.00010054811,0.00047026968,0.00026882766,0.000030652405,0.000006005715,0.00003774732,0.00013612208,0.0000022116374],"category_scores_gemma":[0.0008008781,0.00008500686,0.00003588228,0.00020694424,0.00008889208,0.000082180624,0.000008756659,0.00022519253,0.000001012595],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008416183,0.000004238241,0.99083465,0.000027452174,0.00012826252,0.000016330163,0.00035218216,0.0031463907,0.00006238548,0.000050350798,0.00502376,0.0002698121],"study_design_scores_gemma":[0.0033345628,0.0006847948,0.9932989,0.00014121077,0.00010341851,0.000026967307,0.00014566825,0.0006421349,0.0000108582435,0.00049180794,0.00104001,0.000079655656],"about_ca_topic_score_codex":0.0011882451,"about_ca_topic_score_gemma":0.0027697096,"teacher_disagreement_score":0.0039837495,"about_ca_system_score_codex":0.00017523087,"about_ca_system_score_gemma":0.00028646475,"threshold_uncertainty_score":0.34664792},"labels":[],"label_agreement":null},{"id":"W4389080441","doi":"10.1186/s12877-023-04495-9","title":"Decreasing hospitalizations through geriatric hotlines: a prospective French multicenter study of people aged 75 and above","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Hotline; Medicine; Observational study; Emergency department; Medical emergency; Phone; Population; Emergency medicine; Family medicine; Psychiatry","score_opus":0.021693657989645777,"score_gpt":0.2932589667893446,"score_spread":0.2715653087996988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389080441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99494535,0.00035203385,0.0013033354,0.00010538505,0.00041061617,0.0023501513,0.0000384448,0.0002492047,0.00024547754],"genre_scores_gemma":[0.991746,0.00021621888,0.0070359744,0.000031363277,0.00023901172,0.00011968613,0.000055141903,0.000059170387,0.00049742236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981085,0.000090714675,0.00053688866,0.00047929806,0.00044709514,0.00033750347],"domain_scores_gemma":[0.9984645,0.00033249924,0.00023171197,0.0004677416,0.0003792867,0.00012421141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022831067,0.00024164074,0.0004905551,0.00032347077,0.00014054442,0.00004254518,0.00011774308,0.00011585701,0.000036179106],"category_scores_gemma":[0.0014822396,0.00022404495,0.00008878236,0.0024177588,0.000049622275,0.00017408772,0.00014843623,0.00016240205,0.000026020933],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008440469,0.0008942572,0.9717087,0.00031739465,0.00008674584,0.000020923124,0.02529657,0.000058799396,0.00017315405,0.00003946495,0.0012142097,0.000105352236],"study_design_scores_gemma":[0.005951462,0.000622556,0.98288643,0.00005674516,0.00037280793,0.00001305118,0.008320845,0.0012110551,0.00010563436,0.0001884022,0.00005838628,0.00021263522],"about_ca_topic_score_codex":0.0009640537,"about_ca_topic_score_gemma":0.00066815317,"teacher_disagreement_score":0.016975727,"about_ca_system_score_codex":0.00008363088,"about_ca_system_score_gemma":0.00012507214,"threshold_uncertainty_score":0.9136288},"labels":[],"label_agreement":null},{"id":"W4389083948","doi":"10.1111/ans.18793","title":"Knowledge and practice regarding frailty and cognitive impairment in older patients – a survey of surgical unit staff","year":2023,"lang":"en","type":"article","venue":"ANZ Journal of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Referral; Cognitive impairment; Geriatrics; Cognition; Dementia; Gerontology; Family medicine; Physical therapy; Disease; Psychiatry; Internal medicine","score_opus":0.08593937474538398,"score_gpt":0.3583834841912057,"score_spread":0.2724441094458217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389083948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99741626,0.001136082,0.0000052335654,0.0006214981,0.00020160743,0.00017755458,0.000027522394,0.000008415583,0.00040579963],"genre_scores_gemma":[0.9976664,0.0020195143,0.000032020038,0.00004249357,0.00005392804,0.0000020266455,0.000024789892,0.000018363939,0.00014046297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99804837,0.00049576326,0.0006956482,0.00015321767,0.00036782326,0.00023919856],"domain_scores_gemma":[0.9900112,0.008284494,0.0004243207,0.00008830218,0.0009962099,0.00019543005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034494116,0.000134331,0.0005936763,0.0005285233,0.000031616735,0.000015365276,0.00003594571,0.0000882259,0.00002635467],"category_scores_gemma":[0.004792548,0.000111508896,0.000075293196,0.0006434847,0.0001146173,0.0003052029,0.00007271702,0.00031665983,0.000004174412],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015864194,0.0006697079,0.9749013,0.00017432439,0.00016111237,0.0007590329,0.0013832571,7.7967053e-7,0.000020359144,0.000001676564,0.005388676,0.014953364],"study_design_scores_gemma":[0.0040201247,0.00040029892,0.99077934,0.0017527028,0.000093776085,0.0005487784,0.0011057827,0.00003003928,0.000107224245,0.000009454769,0.0010509943,0.0001015061],"about_ca_topic_score_codex":0.00014604621,"about_ca_topic_score_gemma":0.000052015694,"teacher_disagreement_score":0.015878027,"about_ca_system_score_codex":0.000036299247,"about_ca_system_score_gemma":0.00021873224,"threshold_uncertainty_score":0.5737474},"labels":[],"label_agreement":null},{"id":"W4389098604","doi":"10.1186/s13063-023-07798-9","title":"Supporting physical activity for mobility in older adults with mobility limitations (SuPA Mobility): study protocol for a randomized controlled trial","year":2023,"lang":"en","type":"article","venue":"Trials","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of Calgary; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Coaching; Medicine; Randomized controlled trial; Psychological intervention; Gerontology; Intervention (counseling); Quality of life (healthcare); Physical activity; Physical therapy; Physical medicine and rehabilitation; Psychology; Nursing","score_opus":0.13826087029670392,"score_gpt":0.47048931039000086,"score_spread":0.33222844009329694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389098604","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4953847,8.697091e-7,0.0005462771,0.00045509345,0.00012146487,0.50320226,0.00006532446,0.00018205155,0.000041931253],"genre_scores_gemma":[0.47568488,2.0236202e-7,0.00031680075,0.000018015622,0.00033491378,0.5232638,0.00003385934,0.00003715138,0.0003103846],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9915832,0.0029564612,0.0027102095,0.0012079229,0.0007226784,0.0008194997],"domain_scores_gemma":[0.9515997,0.04502572,0.0012898068,0.0009970469,0.0008568729,0.00023084041],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.027678564,0.00052899396,0.00638246,0.000297744,0.00017023708,0.0000644217,0.00020491498,0.00019772213,0.000052294778],"category_scores_gemma":[0.104099356,0.0003403768,0.0013676041,0.00084459514,0.00024155165,0.00023316761,0.000064510066,0.00034253392,0.000009669831],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96699005,0.022784544,0.0003864773,0.00086430315,0.000578202,0.000006756632,0.0040007457,0.000099604906,0.00020888005,0.00002209701,0.000333994,0.0037243185],"study_design_scores_gemma":[0.9716599,0.00625764,0.0042041554,0.00027299227,0.0009477266,0.0000013301428,0.0015943293,0.013284394,0.00078248203,0.0006301213,0.00005210044,0.00031283262],"about_ca_topic_score_codex":0.0001674375,"about_ca_topic_score_gemma":0.000397104,"teacher_disagreement_score":0.07642079,"about_ca_system_score_codex":0.00022594164,"about_ca_system_score_gemma":0.0007636763,"threshold_uncertainty_score":0.9999048},"labels":[],"label_agreement":null},{"id":"W4389194458","doi":"10.1016/j.jgo.2023.101677","title":"The role of serum albumin in predicting hospitalization risk after chemotherapy","year":2023,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Université de Montréal; University Health Network; Princess Margaret Cancer Centre","funders":"Princess Margaret Cancer Foundation","keywords":"Medicine; Chemotherapy; Geriatric oncology; Internal medicine; Guideline; Toxicity; Cancer; Randomized controlled trial; Oncology; Pathology","score_opus":0.004698145834979018,"score_gpt":0.2743370812206818,"score_spread":0.26963893538570277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389194458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9937964,0.0011950019,0.00003485886,0.0035869754,0.0005832656,0.00019367717,0.000005998031,0.000012834367,0.00059097516],"genre_scores_gemma":[0.99618745,0.0025603303,0.00036392917,0.00008463234,0.000506289,0.000006095727,0.0000011423836,0.000017142982,0.00027296148],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998658,0.00013715922,0.0006702556,0.00008761323,0.00024286717,0.00020413181],"domain_scores_gemma":[0.998559,0.0003972346,0.0006572285,0.0001382164,0.00018629472,0.00006203666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010802615,0.00008307718,0.00033164883,0.00027783072,0.000033955643,0.0000066125363,0.000116920244,0.00013315852,0.00006052229],"category_scores_gemma":[0.000630745,0.000056377085,0.00010377182,0.0006443308,0.00005322775,0.00007348223,0.000029380366,0.00029665697,0.000010034228],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006760083,0.00014337545,0.855046,0.000028277262,0.000090978865,0.00010353808,0.0020872215,0.00008430562,0.00097374513,0.000009465369,0.0019387937,0.13881831],"study_design_scores_gemma":[0.0031132076,0.0016794504,0.96973175,0.00006460051,0.000087171764,0.00017354377,0.0012175809,0.0011271038,0.0011982109,0.0006819371,0.02086975,0.00005567617],"about_ca_topic_score_codex":0.000028826555,"about_ca_topic_score_gemma":0.000056007004,"teacher_disagreement_score":0.13876264,"about_ca_system_score_codex":0.00017143715,"about_ca_system_score_gemma":0.00024779886,"threshold_uncertainty_score":0.22989908},"labels":[],"label_agreement":null},{"id":"W4389220530","doi":"10.5770/cgj.26.683","title":"Using Comprehensive Geriatric Assessment in Identifying Care Goals and Referral Services in a Frailty Intervention Clinic","year":2023,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto; Providence Health Care","funders":"","keywords":"Medicine; Referral; Intervention (counseling); Rehabilitation; Health care; Geriatrics; Population; Family medicine; Gerontology; Nursing; Physical therapy; Psychiatry; Environmental health","score_opus":0.10354967317654053,"score_gpt":0.3939139715114753,"score_spread":0.29036429833493477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389220530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948433,0.0025433672,0.0000398269,0.00069435895,0.0010241396,0.00040525838,0.0000321374,0.00002557336,0.00039203864],"genre_scores_gemma":[0.9967756,0.00081020937,0.001502429,0.000247942,0.00033373974,0.000008626741,0.00006179141,0.000039231978,0.00022041483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977108,0.00018692692,0.00081761443,0.0003288965,0.00032568254,0.00063003297],"domain_scores_gemma":[0.9986224,0.00008797212,0.00025485992,0.00020339961,0.00023809249,0.0005932526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006128569,0.00020736438,0.0004439947,0.0024811793,0.00015855941,0.00018831363,0.00015891316,0.00020479696,0.00012647625],"category_scores_gemma":[0.000091243826,0.00022607196,0.00012224968,0.0016251191,0.000032417956,0.00029976905,0.00007760025,0.00092614215,0.000026986676],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009832412,0.000064195534,0.9601008,0.0015874034,0.000098806275,0.0047500716,0.0069886595,0.00051122176,0.00092722813,0.000018553588,0.0013532114,0.023501467],"study_design_scores_gemma":[0.003931149,0.000119733144,0.9783067,0.0008782155,0.00008019404,0.00059347384,0.011049716,0.0026574358,0.000012259983,0.00024361418,0.0018790173,0.00024850035],"about_ca_topic_score_codex":0.037199818,"about_ca_topic_score_gemma":0.21730353,"teacher_disagreement_score":0.1801037,"about_ca_system_score_codex":0.0017003996,"about_ca_system_score_gemma":0.0009391985,"threshold_uncertainty_score":0.9692116},"labels":[],"label_agreement":null},{"id":"W4389231136","doi":"10.1182/blood-2023-189154","title":"Frailty Impact on Outcomes of Patients Undergoing Chimeric Antigen Receptor T-Cell (CAR T) Therapy at Princess Margaret Cancer Centre: A Prospective Pilot Study","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Internal medicine; Chimeric antigen receptor; Cohort; Hematopoietic stem cell transplantation; Prospective cohort study; Diffuse large B-cell lymphoma; Follicular lymphoma; Cancer; Oncology; Lymphoma; Transplantation; Immunotherapy","score_opus":0.030536305501273106,"score_gpt":0.3099652461533629,"score_spread":0.2794289406520898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389231136","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99585545,0.00014717574,5.420109e-7,0.0002540191,0.00029489922,0.0025046347,0.00017751483,0.00017717705,0.0005885959],"genre_scores_gemma":[0.9974721,0.00037679332,0.000046581987,0.000105140796,0.00008047775,0.000090931266,0.00008128053,0.000075606644,0.001671097],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997881,0.00009771242,0.00037825087,0.000507528,0.00068104576,0.00045448059],"domain_scores_gemma":[0.99872947,0.00019004976,0.00023849087,0.0005197592,0.00016523614,0.00015698388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012789061,0.00033473445,0.0005951954,0.00016575726,0.00010025073,0.0000142568,0.00019469754,0.000055479122,0.0004158335],"category_scores_gemma":[0.000120249584,0.0002387921,0.00013298893,0.0006022854,0.000056657253,0.00007111914,0.00011424875,0.00019660179,0.00012633349],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082884764,0.0083424235,0.9830908,0.00006930211,0.0008479043,0.000014358229,0.0024158575,0.000017150443,0.0026131656,0.000001231765,0.0011382037,0.0006207635],"study_design_scores_gemma":[0.017384414,0.007974438,0.95389926,0.00013308732,0.00011716738,5.9858024e-7,0.00031710276,0.0000067506103,0.019852508,0.000009247849,0.000085164116,0.00022024596],"about_ca_topic_score_codex":0.00060409476,"about_ca_topic_score_gemma":0.00037652993,"teacher_disagreement_score":0.029191516,"about_ca_system_score_codex":0.00024775733,"about_ca_system_score_gemma":0.00017182728,"threshold_uncertainty_score":0.9737659},"labels":[],"label_agreement":null},{"id":"W4389234360","doi":"10.1182/blood-2023-188796","title":"Slow and Steady Wins the Race: Optimization of Older Adult Allogeneic Hematopoietic Cell Transplant (Allo-HCT) Candidates","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intervention (counseling); Physical therapy; Transplantation; Internal medicine","score_opus":0.008534139856408184,"score_gpt":0.2297242531883469,"score_spread":0.22119011333193872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389234360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994998,0.0006481064,0.00032668194,0.0025242814,0.000101626654,0.0006183622,0.00006658076,0.00010863218,0.00060776935],"genre_scores_gemma":[0.996346,0.0009605491,0.0005661926,0.0002545047,0.00006282652,0.000034194134,0.00012844814,0.000034152352,0.0016131452],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989521,0.00004552236,0.00026580418,0.00023245944,0.00026635616,0.0002377501],"domain_scores_gemma":[0.99928904,0.00012876623,0.00007719819,0.00032281128,0.000091005284,0.000091171445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014058777,0.00015334514,0.00026111017,0.000081717466,0.00006667096,0.000014063593,0.00011060623,0.000121030964,0.00006806775],"category_scores_gemma":[0.000045911547,0.00010587346,0.000057258003,0.00027186933,0.00009397413,0.000046071167,0.000030319938,0.00016213632,0.00002481208],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080120465,0.0053860755,0.5956524,0.008952709,0.0020112188,0.0010400644,0.08550477,0.020105798,0.24764447,0.0005303681,0.029866882,0.002504061],"study_design_scores_gemma":[0.048532665,0.0021517153,0.26666158,0.0031504345,0.005205306,0.0015069931,0.0059659644,0.028178241,0.63546115,0.00018449767,0.0015702266,0.0014312052],"about_ca_topic_score_codex":0.0000799417,"about_ca_topic_score_gemma":0.000057380796,"teacher_disagreement_score":0.3878167,"about_ca_system_score_codex":0.000008796691,"about_ca_system_score_gemma":0.000055796587,"threshold_uncertainty_score":0.43173945},"labels":[],"label_agreement":null},{"id":"W4389234725","doi":"10.1182/blood-2023-173855","title":"The Composite Health Risk Assessment Model (CHARM) to Predict 1-Year Non-Relapse Mortality (NRM) Among Older Recipients of Allogeneic Transplantation: A Prospective BMT-CTN Study 1704","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Transplantation; Prospective cohort study; Internal medicine; Comorbidity; Hematopoietic cell; Gerontology; Stem cell; Haematopoiesis","score_opus":0.022775993550660695,"score_gpt":0.3339378007972543,"score_spread":0.31116180724659365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389234725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923865,0.00004962996,0.0008358566,0.00058311864,0.00023991734,0.0049001044,0.00037508865,0.00015619199,0.00047357456],"genre_scores_gemma":[0.9974147,0.00028935442,0.00094978156,0.00011788085,0.00009623472,0.0005310624,0.000101164835,0.00005124535,0.0004485747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970383,0.00021080594,0.00070368004,0.00058962574,0.0009717888,0.0004857732],"domain_scores_gemma":[0.9982764,0.00013018795,0.00027233674,0.0007623695,0.00024892238,0.0003097745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010552851,0.0002720686,0.00052066543,0.00013714631,0.0002952421,0.000031567524,0.00026552897,0.000082630635,0.000014213384],"category_scores_gemma":[0.00005818718,0.00020846656,0.00013888784,0.00059136254,0.00009913002,0.00009438407,0.00008952737,0.00038213623,0.00003738957],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018587636,0.0024687673,0.98344594,0.00016307684,0.0007841964,0.00004842382,0.009626013,0.001633262,0.0005943976,0.000012799,0.0007698193,0.00026743967],"study_design_scores_gemma":[0.009046053,0.0016077,0.9819381,0.00032332214,0.0006852766,0.000009744722,0.0009883253,0.0042086225,0.00095828617,0.000057867303,0.00000571925,0.00017093477],"about_ca_topic_score_codex":0.00066720234,"about_ca_topic_score_gemma":0.0008164652,"teacher_disagreement_score":0.0088601755,"about_ca_system_score_codex":0.00013305253,"about_ca_system_score_gemma":0.00028430676,"threshold_uncertainty_score":0.85010195},"labels":[],"label_agreement":null},{"id":"W4389235654","doi":"10.2196/preprints.54839","title":"Using Existing Clinical Data to Measure Older Adult Inpatients’ Frailty at Admission and Discharge: Hospital Patient Register Study (Preprint)","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hospital admission; Gerontology; Population; Hospital discharge; Cluster (spacecraft); Health care; Emergency medicine; Intensive care medicine; Internal medicine","score_opus":0.33842063263447814,"score_gpt":0.438387317079781,"score_spread":0.09996668444530288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389235654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831333,0.00009022918,0.001301007,0.0029322396,0.0030659083,0.008015678,0.00031245957,0.00046208172,0.0006870964],"genre_scores_gemma":[0.9738452,0.000049399623,0.019730398,0.0009157486,0.0006655326,0.00018033186,0.0007471614,0.0002335577,0.003632657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99159884,0.00045287667,0.0021293042,0.003434228,0.0016656274,0.0007191238],"domain_scores_gemma":[0.99173224,0.00043248953,0.0007080085,0.0051927604,0.0007864832,0.0011480394],"candidate_categories":["metaresearch","metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.0015168154,0.0008421964,0.0014400736,0.00026210822,0.0002591435,0.00015893762,0.00092145806,0.000679013,0.00026618663],"category_scores_gemma":[0.010824654,0.0006947961,0.00022712805,0.0002710151,0.00014115858,0.0001963195,0.019712446,0.0018345941,0.00020694041],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058534095,0.0026911462,0.9266567,0.0008464532,0.0005748212,0.000253953,0.0090282755,0.00005472347,0.00009099274,0.0000047064837,0.030303968,0.028908877],"study_design_scores_gemma":[0.008370101,0.0036427528,0.95268184,0.011779541,0.0011529182,0.00007350994,0.0066707563,0.009800466,0.00017480075,0.00010600874,0.0034582457,0.0020890445],"about_ca_topic_score_codex":0.0010518195,"about_ca_topic_score_gemma":0.00055446103,"teacher_disagreement_score":0.026845723,"about_ca_system_score_codex":0.00042085274,"about_ca_system_score_gemma":0.0003366064,"threshold_uncertainty_score":0.99955034},"labels":[],"label_agreement":null},{"id":"W4389248026","doi":"10.1182/blood-2023-187346","title":"Longitudinal Patient-Reported Outcomes and Clinical Outcomes By VES-13 and Comprehensive Geriatric Assessment in Older Adults with Aggressive Non-Hodgkin Lymphomas","year":2023,"lang":"en","type":"article","venue":"Blood","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"AstraZeneca","keywords":"Medicine; Quality of life (healthcare); Hospital Anxiety and Depression Scale; Depression (economics); Anxiety; Geriatric Depression Scale; Physical therapy; Geriatric oncology; Cancer; Internal medicine; Psychiatry","score_opus":0.01796065264430648,"score_gpt":0.32005500353576755,"score_spread":0.3020943508914611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389248026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963517,0.0004483746,0.000009454345,0.0013086151,0.00022691363,0.0013054087,0.000042067903,0.00012712846,0.00018029052],"genre_scores_gemma":[0.9977166,0.00041705678,0.0008254844,0.0004053312,0.00004369296,0.00009779195,0.00012391468,0.000054358938,0.0003157562],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972032,0.00010336551,0.0008681716,0.00079209846,0.00054295495,0.00049023086],"domain_scores_gemma":[0.9978705,0.0006976386,0.00048366882,0.00046512598,0.00017833816,0.0003047043],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018497722,0.00039985997,0.0009894203,0.00027405622,0.00008127653,0.00004559432,0.00009233277,0.00019156912,0.00002513239],"category_scores_gemma":[0.0003046778,0.00029374158,0.000109056295,0.0004850775,0.00021316955,0.00012344058,0.00018574558,0.00036440007,0.000012263766],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023294958,0.0011052381,0.9877502,0.00014037974,0.00061886857,0.0021877778,0.00062949746,0.0000013306632,0.000028711125,0.0000018510303,0.0015958119,0.00570744],"study_design_scores_gemma":[0.033496853,0.0011338212,0.9625944,0.0005388973,0.0004708998,0.00036777058,0.0007772122,0.00013435214,0.000071915754,0.000009395545,0.00008515332,0.0003193302],"about_ca_topic_score_codex":0.0004165351,"about_ca_topic_score_gemma":0.00019125357,"teacher_disagreement_score":0.033263903,"about_ca_system_score_codex":0.0000479139,"about_ca_system_score_gemma":0.00015815235,"threshold_uncertainty_score":0.9999515},"labels":[],"label_agreement":null},{"id":"W4389248292","doi":"10.5770/cgj.26.664","title":"Impact of Hospitalization on Patients Ability to Perform Basic Activities of Daily Living","year":2023,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Canada Research Chairs","keywords":"Activities of daily living; Medicine; Bathing; Toilet; Physical therapy; Prospective cohort study; Emergency department; Hospital admission; Geriatrics; Internal medicine; Psychiatry","score_opus":0.0135955761683203,"score_gpt":0.2663105918676838,"score_spread":0.2527150156993635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389248292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9982036,0.000017006465,0.000016409018,0.00027969942,0.0004318551,0.00023537302,0.0001175326,0.000012029967,0.00068649615],"genre_scores_gemma":[0.9994613,0.000033032662,0.00007989053,0.000059639235,0.00017323451,0.00000247313,0.000019497314,0.000022576503,0.00014837537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987709,0.000037312828,0.00036035504,0.00013280024,0.0003684234,0.0003302359],"domain_scores_gemma":[0.9984558,0.00012374515,0.00018203368,0.0002308835,0.00036933285,0.0006381699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036754264,0.00011990311,0.00025765732,0.0009067967,0.000084758816,0.00002182168,0.00011434218,0.000079304074,0.00026151334],"category_scores_gemma":[0.0014877004,0.00010835248,0.0001486898,0.0008474317,0.000031711068,0.0001274987,0.000018923502,0.00019636174,0.000016057373],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051632996,0.000075529235,0.97213554,0.00009592268,0.000048168775,0.000013170516,0.0026928498,0.00052647246,0.0002575511,0.000007936857,0.01180692,0.012288303],"study_design_scores_gemma":[0.00048235475,0.0011432689,0.99732625,0.00016366363,0.00003298631,0.000012194246,0.00025079938,0.00019648642,0.00016649463,0.000023974128,0.000109177185,0.000092330614],"about_ca_topic_score_codex":0.0067858817,"about_ca_topic_score_gemma":0.0040047253,"teacher_disagreement_score":0.025190728,"about_ca_system_score_codex":0.0009880291,"about_ca_system_score_gemma":0.0011907958,"threshold_uncertainty_score":0.99982804},"labels":[],"label_agreement":null},{"id":"W4389248733","doi":"10.5770/cgj.26.665","title":"Transforming Care for Older Adults Living with Complex Health Conditions in Ontario Post-Covid: Conference Proceedings and Recommendations","year":2023,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Providence Health Care; Ontario Tech University","funders":"","keywords":"Medicine; Health care; Pandemic; Status quo; Aging in place; Nursing; Promotion (chess); Gerontology; Public relations; Coronavirus disease 2019 (COVID-19); Economic growth; Political science","score_opus":0.030749325647368337,"score_gpt":0.28768800554627455,"score_spread":0.25693867989890623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389248733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95315856,0.0001674328,0.0003618375,0.043386176,0.0002415906,0.0016412011,0.00040457732,0.00005014999,0.00058850227],"genre_scores_gemma":[0.9954187,0.00012298708,0.0020089122,0.0016072037,0.00010222463,0.00006025922,0.0003435602,0.000030469135,0.00030563082],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986915,0.00001409125,0.0003525844,0.00022807113,0.00015396804,0.00055976014],"domain_scores_gemma":[0.9981809,0.00010378246,0.00011891623,0.00007231958,0.0005195016,0.0010045753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027850512,0.0001516355,0.00027572975,0.0008510202,0.00053629954,0.00012031792,0.000084749016,0.00007740287,0.00020980302],"category_scores_gemma":[0.00015918641,0.0001489888,0.000043608532,0.00046023328,0.000042358304,0.0002226126,0.000008419364,0.00046082228,0.0000035420267],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024073772,0.00012405419,0.4263226,0.0023898839,0.00018556076,0.00029425145,0.4471844,0.00004341787,0.00018576553,0.0011823747,0.068734154,0.053112783],"study_design_scores_gemma":[0.005212751,0.00077724736,0.880228,0.0024414596,0.00007791231,0.0016895871,0.069397524,0.0004619516,0.000006435546,0.00009959945,0.039224472,0.00038308438],"about_ca_topic_score_codex":0.21561581,"about_ca_topic_score_gemma":0.9772087,"teacher_disagreement_score":0.76159286,"about_ca_system_score_codex":0.001543895,"about_ca_system_score_gemma":0.0056014396,"threshold_uncertainty_score":0.99367136},"labels":[],"label_agreement":null},{"id":"W4389248770","doi":"10.5770/cgj.26.679","title":"Implementation of the Acute Care for Elders Strategy to Improve the Quality of Care Transitions in Quebec and Ontario: a Retrospective Multiple Case Study","year":2023,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Institute for Work & Health; University of Toronto; Université de Montréal; Université Laval; Sinai Health System; Centres Intégré Universitaires de Santé et de Services Sociaux; Santé Montérégie; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre Intégré de Santé et Services Sociaux de Chaudière-Appalache; Institut du Savoir Montfort; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Montfort Hospital; Institute of Health Services and Policy Research; Centre Integre de Sante et de Services Sociaux de Laval; Institut National d'Excellence en Santé et en Services Sociaux; Centre intégré de santé et de services sociaux de la Montérégie-Centre; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean","funders":"","keywords":"Coaching; Medicine; Thematic analysis; Quality management; Context (archaeology); Restructuring; Transitional care; Intervention (counseling); Focus group; Nursing; Health care; Organizational culture; Quality (philosophy); Qualitative research; Public relations; Operations management; Psychology; Management system","score_opus":0.026133286035627427,"score_gpt":0.3359446785273528,"score_spread":0.3098113924917254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389248770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99523383,0.000069821144,0.00002813254,0.001626764,0.00020095916,0.0019241539,0.0008929391,0.0000035473195,0.000019838099],"genre_scores_gemma":[0.9996412,0.000004863821,0.00007286797,0.00006400821,0.000050447812,0.00004930398,0.000017435661,0.000011780059,0.00008812984],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894077,0.00008569732,0.00040311686,0.00014432707,0.00019319414,0.00023288412],"domain_scores_gemma":[0.9989296,0.00007611975,0.00014318243,0.00019323941,0.00045050844,0.0002073588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033019998,0.000095493466,0.00022969727,0.00024732001,0.0002141267,0.000028215365,0.00009088509,0.00004825714,0.000014566458],"category_scores_gemma":[0.000107903055,0.00006856739,0.00009056633,0.0005077308,0.000037856065,0.000060129176,0.000013597006,0.00024327745,1.6773849e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012333179,0.00003175935,0.5603942,0.00014507641,0.00019135713,0.0003731958,0.42702863,0.0001596193,0.000822054,0.000035510784,0.0006441433,0.010051105],"study_design_scores_gemma":[0.0023036536,0.00053699274,0.5373345,0.0000181152,0.000138156,0.00012697904,0.45925424,0.000010371731,0.00013430465,0.000018245226,0.000068652276,0.000055824145],"about_ca_topic_score_codex":0.9669052,"about_ca_topic_score_gemma":0.9998785,"teacher_disagreement_score":0.032973394,"about_ca_system_score_codex":0.0012744601,"about_ca_system_score_gemma":0.0023644983,"threshold_uncertainty_score":0.41945186},"labels":[],"label_agreement":null},{"id":"W4389294798","doi":"10.1136/bmjoq-2023-ihi.21","title":"21 Delirium and frailty prevention across Fraser health: the frail elderly-older adult network journey","year":2023,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Medicine; Delirium; Context (archaeology); Population; Audit; Dementia; Quality of life (healthcare); Health care; Emergency medicine; Gerontology; Intensive care medicine; Environmental health; Nursing; Internal medicine","score_opus":0.046792343243934234,"score_gpt":0.35530391319470545,"score_spread":0.3085115699507712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389294798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79667646,0.0016617825,0.0032072873,0.19117214,0.0011353645,0.0018140248,0.000034386027,0.0007745013,0.0035240385],"genre_scores_gemma":[0.8976829,0.0016125905,0.002291446,0.03298005,0.0018624854,0.00014438076,0.00019005321,0.000112130794,0.063123934],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99733585,0.00015043242,0.0005681068,0.00049209653,0.00053719856,0.0009163174],"domain_scores_gemma":[0.9981971,0.0002607559,0.00015946374,0.0006462817,0.00037371911,0.0003627054],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089679164,0.00027778003,0.0004109366,0.000058289937,0.0005118917,0.00010212573,0.0001865829,0.00021054508,0.0006018496],"category_scores_gemma":[0.00036603637,0.00018555633,0.00014749248,0.00068383705,0.00016186573,0.00017009453,0.00018191317,0.0005874636,0.00042668372],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008359933,0.000095580326,0.020693159,0.0001800078,0.0001269126,0.000028996337,0.0022128925,0.000091949114,0.000036990034,0.0002186737,0.8697006,0.10653063],"study_design_scores_gemma":[0.009917473,0.001851389,0.6663334,0.0016305406,0.00015810624,0.0002355776,0.0100759715,0.005288973,0.00039454826,0.004028554,0.29928526,0.000800202],"about_ca_topic_score_codex":0.0004363493,"about_ca_topic_score_gemma":0.0020493392,"teacher_disagreement_score":0.64564025,"about_ca_system_score_codex":0.000070019225,"about_ca_system_score_gemma":0.00015751217,"threshold_uncertainty_score":0.75667673},"labels":[],"label_agreement":null},{"id":"W4389330902","doi":"10.1097/qad.0000000000003806","title":"The association between anticholinergic/sedative burden and physical frailty in people aging with HIV","year":2023,"lang":"en","type":"article","venue":"AIDS","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University; Centre for Advancing Health Outcomes; McGill University Health Centre","funders":"","keywords":"Anticholinergic; Sedative; Medicine; Human immunodeficiency virus (HIV); Gerontology; Association (psychology); Psychiatry; Psychology; Pharmacology; Virology; Psychotherapist","score_opus":0.016880212602456594,"score_gpt":0.2946010999479276,"score_spread":0.277720887345471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389330902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98821455,0.000022928425,0.000036645877,0.009871377,0.00003272569,0.00018218216,0.0000102387585,0.00007216281,0.0015572119],"genre_scores_gemma":[0.995235,0.00003392425,0.000102994156,0.00007912666,0.0004521138,0.000015501775,0.000051673534,0.000016015252,0.0040136524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99914265,0.00005272591,0.00011609766,0.00017335956,0.00028173233,0.00023342222],"domain_scores_gemma":[0.99900645,0.0006707565,0.000053792137,0.00015680022,0.000058959788,0.00005321367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002876071,0.000090766385,0.00020021875,0.00006532712,0.000079271544,0.000028389653,0.000060558883,0.000044254666,0.000003774792],"category_scores_gemma":[0.00033950887,0.000058912858,0.000022895414,0.00053068897,0.000038508297,0.00008291334,0.000051796127,0.00022291426,0.000058510916],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018779774,0.000011517587,0.98196787,0.00001878238,0.0000798742,0.000011320475,0.0052567204,0.000025170822,0.00028693568,0.00011874769,0.0013391824,0.010865115],"study_design_scores_gemma":[0.0014352914,0.00016612724,0.99123216,0.000092752096,0.00007102477,0.000002234694,0.0011706324,0.0016153512,0.00042765492,0.00025045397,0.0034504037,0.000085913925],"about_ca_topic_score_codex":0.00021501293,"about_ca_topic_score_gemma":0.000117487805,"teacher_disagreement_score":0.010779201,"about_ca_system_score_codex":0.00008794882,"about_ca_system_score_gemma":0.00003625996,"threshold_uncertainty_score":0.24023966},"labels":[],"label_agreement":null},{"id":"W4389429865","doi":"10.1186/s12877-023-04534-5","title":"Higher baseline resting metabolic rate is associated with 1-year frailty decline among older adults residing in an urban area","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute on Aging","keywords":"Medicine; Polypharmacy; Odds ratio; Basal metabolic rate; Gerontology; Odds; Demography; Logistic regression; Body mass index; Cognitive decline; Lean body mass; Internal medicine; Dementia; Body weight","score_opus":0.04373027830159153,"score_gpt":0.2875778147926474,"score_spread":0.24384753649105584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389429865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964454,0.00031044692,0.00017181667,0.0007735675,0.0003597605,0.00087589223,0.00007748897,0.0006373449,0.00034824325],"genre_scores_gemma":[0.99064773,0.00010578493,0.0030052175,0.00056900387,0.00065454864,0.000074292446,0.00054845633,0.00016033676,0.0042346474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9963068,0.00038133582,0.0008209412,0.00086030626,0.00075029075,0.00088037207],"domain_scores_gemma":[0.9971492,0.00084223674,0.00036734948,0.00081027223,0.0004526053,0.00037832433],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019552251,0.0004364229,0.0007744018,0.0007087041,0.00014333239,0.0000851044,0.0002783353,0.00034171515,0.00025173614],"category_scores_gemma":[0.003583468,0.00038458616,0.00011994603,0.0036909985,0.00007974468,0.0003286145,0.00016973172,0.0006003092,0.00009634218],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005055652,0.0002387607,0.9854205,0.0001434451,0.000060895352,0.00032706183,0.0013160771,0.00026235936,0.00037069994,0.000023171986,0.010808236,0.0005232044],"study_design_scores_gemma":[0.00805556,0.0002157419,0.9764676,0.0007791001,0.00020732752,0.0000071286468,0.00038542083,0.011987493,0.0006247408,0.00004074655,0.0007629293,0.00046617718],"about_ca_topic_score_codex":0.00042336932,"about_ca_topic_score_gemma":0.0020471532,"teacher_disagreement_score":0.011725134,"about_ca_system_score_codex":0.00015419001,"about_ca_system_score_gemma":0.0002627966,"threshold_uncertainty_score":0.9998606},"labels":[],"label_agreement":null},{"id":"W4389508984","doi":"10.1111/acel.14030","title":"Moving towards the detection of frailty with biomarkers: A population health study","year":2023,"lang":"en","type":"article","venue":"Aging Cell","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"National Heart, Lung, and Blood Institute; National Center for Advancing Translational Sciences; Directorate for Biological Sciences; National Institute on Aging; National Institutes of Health","keywords":"Biomarker; Stressor; Population; Gerontology; Confidence interval; Medicine; Frailty syndrome; Frailty Index; Biology; Internal medicine; Environmental health; Clinical psychology","score_opus":0.03797634496353558,"score_gpt":0.31091739808566937,"score_spread":0.2729410531221338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389508984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.996057,0.000092278766,0.0005052926,0.002087129,0.00010819077,0.0006533298,0.0000016138728,0.00015701399,0.00033817108],"genre_scores_gemma":[0.99911344,0.000010497709,0.00018161157,0.00017904803,0.00005574798,0.000015813503,0.000014195563,0.000020599187,0.000409021],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99905497,0.00007514955,0.00020208856,0.00017982711,0.00030573987,0.00018224861],"domain_scores_gemma":[0.9994191,0.00006117172,0.00011758471,0.00030300868,0.00005018977,0.00004894518],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046651103,0.000089596906,0.00016123916,0.00012413712,0.00010159125,0.000011199102,0.000064544525,0.000024056571,0.00000836749],"category_scores_gemma":[0.000046146943,0.000058525013,0.0000327417,0.0005912616,0.000024736139,0.00005328637,0.000031912597,0.000118821044,0.000013767913],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024169423,0.0004807766,0.7309723,0.0007029026,0.00023885026,0.00004413719,0.021373108,0.00031047018,0.0155266365,0.0000045417733,0.0010018976,0.22910267],"study_design_scores_gemma":[0.0012461452,0.0007157735,0.98645705,0.00015893977,0.00005076998,0.000011141503,0.0047130687,0.0022850856,0.004022874,0.000021017802,0.00024546028,0.0000726911],"about_ca_topic_score_codex":0.0057967147,"about_ca_topic_score_gemma":0.0007288824,"teacher_disagreement_score":0.25548473,"about_ca_system_score_codex":0.000079276644,"about_ca_system_score_gemma":0.0000561406,"threshold_uncertainty_score":0.8762937},"labels":[],"label_agreement":null},{"id":"W4389545980","doi":"10.3390/cancers15245776","title":"Defining an Abnormal Geriatric Assessment: Which Deficits Matter Most?","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Princess Margaret Cancer Centre; Toronto General Hospital; University of Toronto; University Health Network","funders":"Princess Margaret Cancer Foundation","keywords":"Logistic regression; Context (archaeology); Medicine; Cohort; Geriatric oncology; Retrospective cohort study; Internal medicine; Receiver operating characteristic; Geriatrics; Area under the curve; Comorbidity; Cancer; Oncology; Psychiatry","score_opus":0.01736314302323857,"score_gpt":0.30654977010511536,"score_spread":0.2891866270818768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389545980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94288045,0.00021812464,0.00012408041,0.0020149231,0.0009995437,0.0003145687,0.00004216956,0.00039596154,0.053010162],"genre_scores_gemma":[0.9929743,0.00007273868,0.00097258954,0.0016735801,0.0002839785,0.00010679392,0.00020747227,0.00005672659,0.0036518471],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864703,0.00003115532,0.00022214926,0.0003299728,0.0003084264,0.00046123654],"domain_scores_gemma":[0.99918693,0.000057098372,0.000062960935,0.00037538624,0.0001151769,0.00020246654],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001753257,0.00016011824,0.00022896982,0.00019566875,0.00009633689,0.000036273523,0.0001258071,0.000097404445,0.0010309005],"category_scores_gemma":[0.00005472367,0.00015748148,0.000043727152,0.0011181452,0.000033495737,0.00018361706,0.000050177227,0.00025361995,0.0013688157],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000237057,0.00006131684,0.5033404,0.00069055764,0.00025861245,0.00042996733,0.0024250469,0.009982444,0.00299082,0.0015126176,0.42921302,0.048858155],"study_design_scores_gemma":[0.003352345,0.00041389704,0.9522366,0.00026877172,0.00018610332,0.00014139838,0.0011031784,0.012329429,0.0007734404,0.000156361,0.02849509,0.0005434144],"about_ca_topic_score_codex":0.00039737043,"about_ca_topic_score_gemma":0.00015648392,"teacher_disagreement_score":0.44889617,"about_ca_system_score_codex":0.0007577552,"about_ca_system_score_gemma":0.0008115344,"threshold_uncertainty_score":0.9998823},"labels":[],"label_agreement":null},{"id":"W4389556156","doi":"10.1186/s12877-023-04546-1","title":"Machine learning analyses identify multi-modal frailty factors that selectively discriminate four cohorts in the Alzheimer’s disease spectrum: a COMPASS-ND study","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Women and Children’s Health Research Institute; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Medicine; Dementia; Cohort; Cognition; Disease; Audiology; Gerontology; Internal medicine; Psychiatry","score_opus":0.23882000956572244,"score_gpt":0.40220643463072314,"score_spread":0.1633864250650007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389556156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949987,0.0006697594,0.00061191426,0.0007469514,0.00039341458,0.00205409,0.00007716896,0.00033034585,0.00011764648],"genre_scores_gemma":[0.9984484,0.00006975835,0.0002561604,0.00006761802,0.00015030488,0.00011867598,0.0002614377,0.000083290004,0.0005443874],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996137,0.0006745254,0.0005651737,0.0007742372,0.0011089522,0.0007400881],"domain_scores_gemma":[0.99791145,0.00074929825,0.0002640296,0.00067167595,0.00009871995,0.0003048449],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008911477,0.00048530888,0.00071673567,0.0007001825,0.0003151591,0.0001656207,0.00044874658,0.00011075931,0.00008094377],"category_scores_gemma":[0.0010793264,0.00034591023,0.0002862803,0.0022788767,0.00008814402,0.00021578744,0.0002289115,0.00084083166,0.00009017206],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022281372,0.0008285747,0.99010605,0.00008153966,0.00023027592,0.00060424174,0.0061410577,0.0010421957,0.000083470295,0.0000079647025,0.0004479456,0.00020390202],"study_design_scores_gemma":[0.0031020378,0.00028261414,0.97257864,0.00003509654,0.0012646664,0.000019147312,0.0069312896,0.015063544,0.00009440775,0.00009122867,0.00017425856,0.00036307267],"about_ca_topic_score_codex":0.002442479,"about_ca_topic_score_gemma":0.0039407467,"teacher_disagreement_score":0.017527381,"about_ca_system_score_codex":0.00015488434,"about_ca_system_score_gemma":0.00020287832,"threshold_uncertainty_score":0.99989927},"labels":[],"label_agreement":null},{"id":"W4389676085","doi":"10.1186/s12877-023-04576-9","title":"“I can’t imagine having to do it on your own”: a qualitative study on postoperative transitions in care from the perspectives of older adults with frailty","year":2023,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; Queen's University","funders":"University of Ottawa","keywords":"Feeling; Thematic analysis; Medicine; Qualitative research; Transitional care; Perspective (graphical); Focus group; Independent living; Gerontology; Telephone interview; Rehabilitation; Health care; Nursing; Psychology; Physical therapy; Social psychology","score_opus":0.03647998877682118,"score_gpt":0.34899630509020435,"score_spread":0.31251631631338317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389676085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824051,0.00014463635,0.00017603674,0.013536942,0.00009736399,0.0024600243,0.00073890254,0.00006774823,0.0003731953],"genre_scores_gemma":[0.9979977,0.00001040381,0.0008544179,0.000450285,0.00011144194,0.00021517332,0.00011418568,0.000046721423,0.00019969908],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977506,0.00040277388,0.00035647562,0.0005760578,0.000610933,0.00030320772],"domain_scores_gemma":[0.99808073,0.0007460598,0.00009590483,0.00054279796,0.00041821453,0.000116263414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003032442,0.0002803123,0.00043754993,0.00032298008,0.00011249724,0.000028289644,0.00017919258,0.0000687524,0.00006089309],"category_scores_gemma":[0.00063694775,0.0001866701,0.00008618637,0.0014017028,0.00007747459,0.00005680744,0.00004281026,0.00037765034,0.000039951716],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011494254,0.00064512016,0.010502993,0.000043513017,0.000073309304,0.000058657784,0.98532283,0.00041992718,0.0001509416,0.00005402567,0.0010691481,0.00051007763],"study_design_scores_gemma":[0.0039051718,0.001667906,0.27853045,0.00044914248,0.000081109865,0.0000019258796,0.7149476,0.000052971667,0.0001678103,0.00001246856,0.000021701699,0.00016176976],"about_ca_topic_score_codex":0.0023871413,"about_ca_topic_score_gemma":0.008594932,"teacher_disagreement_score":0.27037528,"about_ca_system_score_codex":0.00027542686,"about_ca_system_score_gemma":0.00024599634,"threshold_uncertainty_score":0.7612186},"labels":[],"label_agreement":null},{"id":"W4389800590","doi":"10.1016/j.healun.2023.09.013","title":"Assessing and managing frailty in advanced heart failure: An International Society for Heart and Lung Transplantation consensus statement","year":2023,"lang":"en","type":"article","venue":"The Journal of Heart and Lung Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Jewish General Hospital; Montreal General Hospital","funders":"National Institutes of Health; Sanofi; Epidermolysis Bullosa Medical Research Foundation","keywords":"Medicine; Heart failure; Intensive care medicine; Sarcopenia; Comorbidity; Consensus conference; Gerontology; Canadian Cardiovascular Society; MEDLINE; Geriatrics; Psychological intervention; Psychiatry; Internal medicine; Myocardial infarction","score_opus":0.028266761449312814,"score_gpt":0.35283240119664105,"score_spread":0.3245656397473282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389800590","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726751,0.00036722084,0.0020759993,0.02423748,0.00016699132,0.0004131498,0.000030027786,0.000021380481,0.000012656567],"genre_scores_gemma":[0.9872425,0.0024710589,0.009596662,0.00047386647,0.0000853638,0.000007441332,0.000081550505,0.000016103784,0.00002540612],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9989212,0.00007783949,0.00041872024,0.00014765363,0.00025176938,0.00018279123],"domain_scores_gemma":[0.99928635,0.00036416244,0.00010236696,0.000065386754,0.00009300415,0.000088716086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010421751,0.00012427662,0.00023177375,0.00013943961,0.00014959725,0.00006966771,0.000036837428,0.000054774933,0.0000051103607],"category_scores_gemma":[0.000016031856,0.00009862114,0.000056746987,0.00011066891,0.00007131581,0.00043275644,0.000004884804,0.00021095379,3.4269738e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0087009175,0.0002870434,0.29239225,0.0065643336,0.0008086344,0.00013720436,0.061587278,0.0036463195,0.6015531,0.00022416883,0.013012161,0.0110865785],"study_design_scores_gemma":[0.009765953,0.00049224106,0.9387989,0.0016044322,0.0006420372,0.0026043982,0.0054599633,0.03381565,0.0046625556,0.00032760444,0.0015956584,0.00023058493],"about_ca_topic_score_codex":0.000041726264,"about_ca_topic_score_gemma":0.00007592151,"teacher_disagreement_score":0.64640665,"about_ca_system_score_codex":0.00004582049,"about_ca_system_score_gemma":0.00004926814,"threshold_uncertainty_score":0.40216532},"labels":[],"label_agreement":null},{"id":"W4389922411","doi":"10.55361/cmdlt.v17isuplemento.398","title":"Fragilidad como screening diagnóstico pacientes mayores de 65 años hospitalizados desde agosto hasta octubre 2023","year":2023,"lang":"es","type":"article","venue":"Revista Científica CMDLT","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humanities","score_opus":0.02394447562164711,"score_gpt":0.3007243106978677,"score_spread":0.2767798350762206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389922411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9245933,0.022427643,0.0076713413,0.023756955,0.0028073913,0.005594481,0.0030001674,0.0025595473,0.0075891684],"genre_scores_gemma":[0.9731809,0.003933123,0.0013898558,0.0016284087,0.0013733321,0.00025012798,0.0010005523,0.00037553656,0.016868202],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99094015,0.00049836695,0.0016228202,0.001954627,0.0021059196,0.0028780883],"domain_scores_gemma":[0.9934864,0.0014287652,0.0006206413,0.002360858,0.00064357213,0.0014597628],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017907313,0.0012371499,0.0016827496,0.0010306977,0.00084130437,0.0010952716,0.0013540689,0.0006016828,0.0015313951],"category_scores_gemma":[0.006099761,0.0012258672,0.00078526157,0.0038734803,0.0008634002,0.0003752156,0.00093877874,0.0012828388,0.0052314107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005729786,0.0016953057,0.32150745,0.009372634,0.001280818,0.0049370923,0.006745368,0.00060077396,0.009132149,0.014507858,0.5524385,0.07720907],"study_design_scores_gemma":[0.0052435473,0.0013583882,0.25444457,0.014165449,0.0013742847,0.00030203312,0.004879282,0.014174562,0.001848404,0.00017928489,0.69979745,0.0022327388],"about_ca_topic_score_codex":0.00018366368,"about_ca_topic_score_gemma":0.000020876756,"teacher_disagreement_score":0.14735898,"about_ca_system_score_codex":0.000571909,"about_ca_system_score_gemma":0.0005005466,"threshold_uncertainty_score":0.9999417},"labels":[],"label_agreement":null},{"id":"W4389956994","doi":"10.1161/circ.148.suppl_1.16761","title":"Abstract 16761: Preprocedural Frailty is Associated With Lower Cardiac Rehabilitation Use Despite Greater Benefit","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quartile; Logistic regression; Rehabilitation; Canadian Cardiovascular Society; Revascularization; Internal medicine; Guideline; Stroke (engine); Emergency medicine; Physical therapy; Gerontology; Myocardial infarction; Confidence interval; Angina","score_opus":0.036028751624426106,"score_gpt":0.277540040637326,"score_spread":0.24151128901289992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389956994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967405,0.000017769271,0.000039808205,0.0013372214,0.00022309952,0.0007455538,0.000043718424,0.00040149316,0.0004508032],"genre_scores_gemma":[0.99770445,0.000002679172,0.00016105232,0.00021524508,0.000104214065,0.00006235114,0.0005816714,0.000051338113,0.0011169831],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99847627,0.000026019838,0.000297695,0.00043511842,0.00047502978,0.0002898857],"domain_scores_gemma":[0.99873984,0.00021015808,0.00013003655,0.0004363297,0.0003748604,0.00010876462],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024560792,0.00018331494,0.0002631216,0.00017475855,0.00009307246,0.000056759454,0.00004890408,0.00017705944,0.00018194917],"category_scores_gemma":[0.0008067597,0.00016431249,0.00012487503,0.0005775624,0.00005942695,0.00045500384,0.000018505105,0.00016330539,0.00030793305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013112639,0.00006160259,0.98816454,0.000081933045,0.00014557547,0.000018887971,0.0021712151,0.0009657049,0.0036594581,0.000018801533,0.0027035067,0.0018776344],"study_design_scores_gemma":[0.0010538395,0.00013258035,0.9951473,0.00032699935,0.000114589166,0.00000543328,0.00007894676,0.0020435536,0.00039518625,0.0002021985,0.0003088922,0.0001904823],"about_ca_topic_score_codex":0.00008654175,"about_ca_topic_score_gemma":0.000027435915,"teacher_disagreement_score":0.006982745,"about_ca_system_score_codex":0.00026799107,"about_ca_system_score_gemma":0.000057706096,"threshold_uncertainty_score":0.67004687},"labels":[],"label_agreement":null},{"id":"W4390042677","doi":"10.1093/geroni/igad104.0444","title":"EARLY-LIFE WAR EXPOSURE AND LATER-LIFE FRAILTY AMONG OLDER ADULTS IN VIETNAM: DOES WAR HASTEN AGING?","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Vietnam War; Gerontology; Healthy aging; Demography; Psychology; Medicine; History","score_opus":0.018767586436630422,"score_gpt":0.2786470761831414,"score_spread":0.259879489746511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390042677","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98950976,0.0001501107,0.00009057089,0.00846038,0.0004357538,0.000686161,0.000011117975,0.00030307,0.00035305382],"genre_scores_gemma":[0.9967537,0.000059068858,0.00034210752,0.0016537914,0.00023567051,0.00010344768,0.0001111798,0.00006351199,0.0006775164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972784,0.000072959076,0.001039524,0.00058834505,0.00047850708,0.00054230075],"domain_scores_gemma":[0.99885464,0.00013806908,0.00022214143,0.00040643013,0.00024871726,0.0001300103],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00078163785,0.0002887346,0.00044582438,0.0013466822,0.00008804815,0.000044911292,0.00014855109,0.00020619459,0.00008369557],"category_scores_gemma":[0.00092558,0.00025403695,0.00003773165,0.0032160897,0.00011736685,0.0004664006,0.00014524875,0.0006114441,0.000060255974],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048448826,0.00006813893,0.97146493,0.00036889722,0.000030474248,0.00012680802,0.01733332,0.000058854224,0.0012335512,0.00005296142,0.0015219513,0.007691636],"study_design_scores_gemma":[0.004596885,0.00005669889,0.98507535,0.0021581997,0.0000122966585,0.000008609881,0.0041400283,0.002380306,0.00073703873,0.00018338964,0.00035869592,0.00029249114],"about_ca_topic_score_codex":0.0004911045,"about_ca_topic_score_gemma":0.0002531782,"teacher_disagreement_score":0.013610402,"about_ca_system_score_codex":0.00011005836,"about_ca_system_score_gemma":0.00009591665,"threshold_uncertainty_score":0.9999912},"labels":[],"label_agreement":null},{"id":"W4390044935","doi":"10.1016/j.jcrc.2023.154509","title":"Prevalence of frailty and association with patient centered outcomes: A prospective registry-embedded cohort study from India","year":2023,"lang":"en","type":"article","venue":"Journal of Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"Wellcome Trust; University of Washington; Massachusetts General Hospital","keywords":"Medicine; Odds ratio; Comorbidity; Prospective cohort study; Cohort study; Renal replacement therapy; Internal medicine; Confidence interval; Cohort; Emergency medicine","score_opus":0.01946838018273607,"score_gpt":0.3257692336041023,"score_spread":0.30630085342136626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390044935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978065,0.00015254873,0.000018010018,0.0008795209,0.00016039025,0.00056966196,0.00013772844,0.00001796093,0.00025767062],"genre_scores_gemma":[0.99933606,0.000008616284,0.00037643375,0.0000799968,0.00006789672,0.000011481172,0.000006768883,0.000014592786,0.00009817706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980764,0.000095024145,0.00046951752,0.00017809881,0.0010035498,0.00017741341],"domain_scores_gemma":[0.99773055,0.00043096716,0.0002744693,0.00019188973,0.0012104517,0.00016168281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002193709,0.00012293755,0.00046033552,0.00009261697,0.000034848745,0.000019466652,0.000077279925,0.000084554726,0.000040838502],"category_scores_gemma":[0.003249443,0.00008737039,0.00007351811,0.00016554157,0.00008167814,0.00011914281,0.00004295836,0.00036259985,0.0000026278533],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029865926,0.00033022588,0.98854107,0.00044454084,0.0001792149,0.00026820353,0.009327541,0.0000011638061,0.00010792076,0.000007312516,0.00025046576,0.00024370657],"study_design_scores_gemma":[0.0026759629,0.0028920004,0.97685754,0.0003859491,0.00059783994,0.000029805627,0.015789464,0.000008248903,0.0005853281,0.000090791524,0.000007754606,0.000079284815],"about_ca_topic_score_codex":0.000031084834,"about_ca_topic_score_gemma":0.000014577931,"teacher_disagreement_score":0.011683474,"about_ca_system_score_codex":0.00027874796,"about_ca_system_score_gemma":0.00011381501,"threshold_uncertainty_score":0.38901213},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W4390061530","doi":"10.1111/jgs.18725","title":"Physical frailty and survival time after the onset of functional disability: Is there a sex difference?","year":2023,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; McMaster University Medical Centre; McMaster University","funders":"Japan Science and Technology Agency; Japan Society for the Promotion of Science; National Center for Geriatrics and Gerontology","keywords":"Medicine; Hazard ratio; Gerontology; Confidence interval; Cohort study; Proportional hazards model; Cohort; Internal medicine","score_opus":0.019584601363773498,"score_gpt":0.2773055915280327,"score_spread":0.2577209901642592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390061530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9829475,0.00011889792,0.000055982364,0.016376987,0.00020861755,0.00014967537,0.00007537587,0.000015082234,0.000051830713],"genre_scores_gemma":[0.9969768,0.00021586927,0.00015234084,0.0008354934,0.0005579385,0.0000047121107,0.0000020158966,0.000020517567,0.0012343153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983313,0.0001634363,0.0003627412,0.00015976379,0.00076270505,0.00022001822],"domain_scores_gemma":[0.99801385,0.00075353176,0.00054882356,0.00039781563,0.00017957663,0.00010640101],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005534439,0.00016062384,0.0005157933,0.000022041928,0.00010416687,0.00002248494,0.00023758842,0.000046076435,0.00007546286],"category_scores_gemma":[0.00022621025,0.0000807261,0.00064863573,0.0007698708,0.0010344808,0.00004776207,0.00019711639,0.0005015571,0.000010196349],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001079983,0.00072688184,0.8691495,0.00018073751,0.0012632118,0.000017600403,0.013743307,0.00004981585,0.007343235,0.000013280071,0.09153156,0.014900878],"study_design_scores_gemma":[0.0006873625,0.00032283505,0.99375445,0.000036520436,0.00027287516,0.00010878083,0.0017703042,0.0012082857,0.00017303208,0.0007376683,0.00083184976,0.000096039425],"about_ca_topic_score_codex":0.000058435184,"about_ca_topic_score_gemma":0.0000029592115,"teacher_disagreement_score":0.12460494,"about_ca_system_score_codex":0.00009600045,"about_ca_system_score_gemma":0.0001601517,"threshold_uncertainty_score":0.38115874},"labels":[],"label_agreement":null},{"id":"W4390062957","doi":"10.1097/spc.0000000000000685","title":"Exercise interventions for frail older adults with cancer","year":2023,"lang":"en","type":"review","venue":"Current Opinion in Supportive and Palliative Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Saskatchewan","funders":"","keywords":"Medicine; Psychological intervention; Gerontology; Cancer; Population; MEDLINE; Population ageing; Physical therapy; Environmental health; Psychiatry","score_opus":0.22107286736382686,"score_gpt":0.48356879524716645,"score_spread":0.2624959278833396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390062957","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002527986,0.9875632,0.00016166129,0.000076372824,0.0024874546,0.006151521,0.0034360234,0.00007064632,0.000027845297],"genre_scores_gemma":[0.000032872227,0.98490745,0.00009362904,0.000009626211,0.00044713775,0.006834681,0.0070389286,0.000113370246,0.000522294],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9974186,0.00007345868,0.00090537523,0.00086430635,0.00029431554,0.00044397905],"domain_scores_gemma":[0.99805504,0.00025120936,0.00053592806,0.00031369374,0.0006268569,0.00021727527],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000108976994,0.0005988944,0.0019761913,0.00043323095,0.000079208934,0.000030126099,0.00014454556,0.00026949542,0.00017563639],"category_scores_gemma":[0.00014792917,0.00044531218,0.0006631238,0.0005587833,0.00014596005,0.0000865783,0.00009938694,0.0006087502,0.00003268158],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009145071,0.00010597963,0.0019956676,0.31867555,0.00018041424,0.000003848132,0.0034458304,1.7201891e-7,2.9101512e-9,0.000030372012,0.0067218975,0.6687488],"study_design_scores_gemma":[0.0017808826,0.00025975294,0.0021391895,0.4970838,0.0006502168,0.000001850172,0.0015416458,0.0000027986778,3.5470492e-7,0.000008405585,0.49619588,0.0003352113],"about_ca_topic_score_codex":0.00003071371,"about_ca_topic_score_gemma":0.00009321025,"teacher_disagreement_score":0.66841364,"about_ca_system_score_codex":0.0003070895,"about_ca_system_score_gemma":0.0005429278,"threshold_uncertainty_score":0.99979985},"labels":[],"label_agreement":null},{"id":"W4390064977","doi":"10.1093/ageing/afad221","title":"How to construct a frailty index from an existing dataset in 10 steps","year":2023,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":173,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"National Institute on Aging; Canadian Frailty Network; Canada Research Chairs","keywords":"Frailty Index; Index (typography); Medicine; Variable (mathematics); Construct (python library); Gerontology; Test (biology); Statistics; Continuous variable; Computer science; Mathematics; Internal medicine","score_opus":0.06649656051911326,"score_gpt":0.3327240542924836,"score_spread":0.2662274937733703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390064977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99658626,0.000048328235,0.000094275216,0.0016411117,0.00007271689,0.0001970901,0.00048219314,0.00008948709,0.00078856136],"genre_scores_gemma":[0.9951692,0.000009570649,0.000910578,0.00084609614,0.00017516708,0.000009852438,0.0019177605,0.000017175613,0.0009446052],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990986,0.00003316934,0.00014740054,0.00031411607,0.00015552716,0.00025118425],"domain_scores_gemma":[0.9993621,0.00013715921,0.000031075422,0.00029212108,0.0000151714,0.0001623604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013164815,0.000115039606,0.0002121813,0.00013395541,0.00005819842,0.000086313594,0.00008121779,0.00006294954,0.00006522837],"category_scores_gemma":[0.00039745474,0.000108146596,0.000015608019,0.00029870684,0.000040614086,0.00017547753,0.00012001886,0.00017825431,0.000044551292],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018408187,0.00009060119,0.08361246,0.00023008439,0.00009470307,0.11103779,0.0077467957,0.00002730523,0.027241742,0.0000812485,0.047182843,0.72247034],"study_design_scores_gemma":[0.0031602343,0.00023899206,0.873624,0.0009802904,0.000046600082,0.00006032663,0.00432595,0.0024349845,0.0006545352,0.00062916,0.1134387,0.00040620292],"about_ca_topic_score_codex":0.0013364612,"about_ca_topic_score_gemma":0.0016148477,"teacher_disagreement_score":0.7900116,"about_ca_system_score_codex":0.00001930667,"about_ca_system_score_gemma":0.000020032501,"threshold_uncertainty_score":0.44100904},"labels":[],"label_agreement":null},{"id":"W4390080079","doi":"10.1093/geroni/igad104.3691","title":"UTILIZING VALID, RELIABLE, AND PRACTICAL MEASURES OF HEALTH STATUS IN PRIMARY GERIATRIC CARE: TRANSLATING RESEARCH INTO USUAL CARE WITH THE SENIOR’S HEALTH ASSESSMENT REPORT AND PLAN (SHARP™)","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Polypharmacy; Medicine; Psychological intervention; Health care; Test (biology); Grip strength; Medical diagnosis; Geriatrics; Physical therapy; Population; Family medicine; Gerontology; Nursing; Intensive care medicine; Psychiatry","score_opus":0.13951815381858237,"score_gpt":0.45168690804506856,"score_spread":0.31216875422648616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96646446,0.0014078573,0.0003588923,0.029856894,0.00007118346,0.0010971172,0.000007501343,0.000053754826,0.0006823652],"genre_scores_gemma":[0.9921191,0.00020380276,0.0069815866,0.00034794546,0.000044618904,0.000052353673,0.00020672196,0.00002722001,0.00001668704],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99693143,0.00033008965,0.00097072416,0.000394677,0.00089084654,0.0004822041],"domain_scores_gemma":[0.99847466,0.0003826781,0.00034110568,0.00025159714,0.00048467203,0.00006527966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058018514,0.00013159335,0.00037370593,0.00096713065,0.00020399099,0.0000431813,0.000041184467,0.00006161696,0.0000014102424],"category_scores_gemma":[0.00041002224,0.0001046881,0.000010271257,0.003521038,0.000114373586,0.0001703635,0.00006614303,0.0007846748,1.970773e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010695885,0.00003820175,0.8727519,0.0031199774,0.00001979626,0.00019036855,0.07217813,0.00010466176,0.0007027873,0.00037186878,0.0004905331,0.049924843],"study_design_scores_gemma":[0.0023805264,0.000408787,0.9086381,0.0017903291,0.000007860685,0.00019926805,0.08474952,0.00046435828,0.00012451505,0.00008975192,0.0010171352,0.0001297969],"about_ca_topic_score_codex":0.005225443,"about_ca_topic_score_gemma":0.0012809893,"teacher_disagreement_score":0.049795043,"about_ca_system_score_codex":0.0006895592,"about_ca_system_score_gemma":0.00220758,"threshold_uncertainty_score":0.7899341},"labels":[],"label_agreement":null},{"id":"W4390080235","doi":"10.1093/geroni/igad104.2814","title":"FEASIBILITY AND VALIDITY OF WEARABLE TECHNOLOGY FOR ASSESSING MOBILITY AMONG HOSPITALIZED OLDER ADULTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Sitting; Wearable computer; Supine position; Physical medicine and rehabilitation; Timed Up and Go test; Physical therapy; Ankle; Test (biology); Medicine; Gait; Psychology; Computer science; Balance (ability)","score_opus":0.044861742474279716,"score_gpt":0.34799307829107884,"score_spread":0.30313133581679913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.995006,0.000053675856,0.0017320539,0.0015772895,0.00014835224,0.0011184405,0.000007539881,0.00019174861,0.00016487634],"genre_scores_gemma":[0.99659085,0.000013653709,0.0030826007,0.000050043174,0.000026020534,0.00011283684,0.000029283116,0.00001626647,0.00007844077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860275,0.000032545373,0.00061056664,0.00035008686,0.00017088818,0.00023313976],"domain_scores_gemma":[0.99881226,0.00017792074,0.00020100118,0.00031450728,0.0004716597,0.000022659446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001270614,0.000111575595,0.00030234244,0.0006824934,0.000054964217,0.000017322582,0.000064675995,0.00013888991,0.000011579081],"category_scores_gemma":[0.0020136149,0.00011447328,0.00002783889,0.0027609682,0.00017619536,0.00022657578,0.00006244652,0.0001883868,0.0000013640598],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038388163,0.00009788413,0.9860648,0.00064668147,0.000008658525,0.0000029804635,0.00046951752,0.0000074237882,0.002562623,0.00027320153,0.0000808527,0.009747007],"study_design_scores_gemma":[0.0030476712,0.00005098609,0.9789066,0.0011626856,0.000010957052,0.000003682347,0.00075691973,0.0036428606,0.00814656,0.0041458686,0.000027010461,0.00009824098],"about_ca_topic_score_codex":0.000084627594,"about_ca_topic_score_gemma":0.000014104025,"teacher_disagreement_score":0.009648766,"about_ca_system_score_codex":0.00011274677,"about_ca_system_score_gemma":0.00006615132,"threshold_uncertainty_score":0.4668085},"labels":[],"label_agreement":null},{"id":"W4390080279","doi":"10.1093/geroni/igad104.3463","title":"MAPPING SEDENTARY BEHAVIOUR USING WEARABLE DEVICES AND DIARIES IN OLDER ADULTS WITH FRAILTY: A FEASIBILITY STUDY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Context (archaeology); Sitting; Psychological intervention; Wearable computer; Wearable technology; Psychology; Gerontology; Medicine; Physical medicine and rehabilitation; Computer science; Psychiatry","score_opus":0.053565295318084405,"score_gpt":0.3349725553523926,"score_spread":0.2814072600343082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973665,0.00006936963,0.0001402209,0.00096460246,0.00009256768,0.0011768822,0.0000033707142,0.00011653394,0.00006994939],"genre_scores_gemma":[0.99865645,0.0000043216837,0.00082836335,0.00027706573,0.000040647476,0.00005462565,0.00003071714,0.00002474223,0.00008304876],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837416,0.000060449365,0.0005379998,0.00041598594,0.00031759863,0.0002938007],"domain_scores_gemma":[0.9993667,0.00008669589,0.00012315594,0.00023605746,0.00015479932,0.000032605007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077716797,0.00016055412,0.00027053145,0.0010310474,0.00008424912,0.00005701273,0.00006329077,0.000058476842,0.000023978642],"category_scores_gemma":[0.00014202816,0.00015295595,0.000010611144,0.003353323,0.000060519942,0.00034680148,0.00008367434,0.0003175014,0.0000047135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007912181,0.00021723722,0.9770793,0.00019300058,0.000014584825,0.00015478751,0.019368896,0.00008837204,0.00038697882,0.0000071129266,0.000021394868,0.0023892222],"study_design_scores_gemma":[0.004095783,0.000077699035,0.95280087,0.0018817409,0.000012089281,0.000025670526,0.037558723,0.00319344,0.00014709584,0.000047164656,0.000008264487,0.00015145965],"about_ca_topic_score_codex":0.0024333114,"about_ca_topic_score_gemma":0.0022090222,"teacher_disagreement_score":0.024278421,"about_ca_system_score_codex":0.00018377062,"about_ca_system_score_gemma":0.00008794098,"threshold_uncertainty_score":0.62373626},"labels":[],"label_agreement":null},{"id":"W4390080654","doi":"10.1093/geroni/igad104.2296","title":"PRESERVING THE DISCRETENESS OF DEFICITS LEADS TO LOWER FRAILTY INDEX IN INDIVIDUALS LIVING IN LONG-TERM CARE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Health","funders":"","keywords":"Coding (social sciences); Medicine; Gerontology; Statistics; Activities of daily living; Demography; Mathematics; Physical therapy","score_opus":0.03609456570894407,"score_gpt":0.33289002064640366,"score_spread":0.29679545493745957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954995,0.00007132252,0.0002902293,0.0024511297,0.00022057228,0.00068835396,0.000007099216,0.00005648998,0.0007153173],"genre_scores_gemma":[0.9990383,0.0000068785753,0.000098948374,0.00042645307,0.00006105473,0.000103075574,0.000049706538,0.00003170286,0.00018392844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99794495,0.0000856826,0.00084067223,0.00030889138,0.0004504979,0.00036933177],"domain_scores_gemma":[0.99882567,0.00036573526,0.00015613323,0.00040686192,0.00021859127,0.000027008438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010500466,0.00015760252,0.00029822093,0.001675045,0.00003701232,0.000032690954,0.00027655385,0.00010858744,0.00003925871],"category_scores_gemma":[0.0015261776,0.00013809589,0.000025839907,0.006910014,0.000042533524,0.00021728224,0.00030028378,0.0004327043,0.000012786819],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010867906,0.00003661487,0.9737796,0.00035394137,0.000006680868,0.000027280083,0.015105985,0.0023313751,0.0024542129,0.00017725091,0.000076113814,0.0056400825],"study_design_scores_gemma":[0.0007073,0.000031207903,0.9899341,0.004223228,0.000004318096,0.0000034939844,0.002609348,0.00052204437,0.0017045332,0.00010116125,0.00002444206,0.00013484583],"about_ca_topic_score_codex":0.00047167906,"about_ca_topic_score_gemma":0.0022311916,"teacher_disagreement_score":0.016154483,"about_ca_system_score_codex":0.00020853775,"about_ca_system_score_gemma":0.000104146005,"threshold_uncertainty_score":0.56313866},"labels":[],"label_agreement":null},{"id":"W4390080668","doi":"10.1093/geroni/igad104.2248","title":"FRAILTY ASSESSMENT FROM PAPER TO ONLINE: THE E-FI-CGA WEB APP","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Health","funders":"","keywords":"World Wide Web; Computer science; Web application; Backup; Web server; The Internet; Database","score_opus":0.0507311850589741,"score_gpt":0.3653392891279115,"score_spread":0.3146081040689374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390080668","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9155323,0.00001664223,0.000675751,0.078712516,0.0005535401,0.00043240585,0.000036363024,0.00025698158,0.003783481],"genre_scores_gemma":[0.98139745,0.000009695111,0.0030055263,0.012480392,0.00044149338,0.00007864882,0.000410911,0.000029370194,0.002146514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985172,0.00003826473,0.00049609476,0.00027799542,0.00041547074,0.0002549409],"domain_scores_gemma":[0.9990657,0.00020742342,0.000083427134,0.00042277155,0.00018316826,0.0000375172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049008575,0.00012854411,0.00017381368,0.00041747748,0.00007079833,0.000039951294,0.00015749344,0.00006514177,0.0003026148],"category_scores_gemma":[0.00039427174,0.00010027999,0.000025966025,0.0033841573,0.000028605828,0.000118916425,0.00010948732,0.0003862772,0.0002708414],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059894126,0.00032156782,0.3912153,0.00010778223,0.00013673774,0.00014489373,0.0068455087,0.0010846477,0.22695138,0.007105508,0.19599643,0.17003037],"study_design_scores_gemma":[0.0011915244,0.00003484852,0.87486446,0.000320378,0.000012322145,0.0000040934524,0.0014827409,0.0040125996,0.0007927907,0.0012318377,0.115899146,0.00015328263],"about_ca_topic_score_codex":0.00027450238,"about_ca_topic_score_gemma":0.00019331698,"teacher_disagreement_score":0.48364916,"about_ca_system_score_codex":0.00016451301,"about_ca_system_score_gemma":0.00013925445,"threshold_uncertainty_score":0.40892994},"labels":[],"label_agreement":null},{"id":"W4390081016","doi":"10.1093/geroni/igad104.2807","title":"ASSESSING FRAILTY USING THE FIT-FRAILTY APP IN A NONGERIATRIC PRACTICE: A FEASIBILITY STUDY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Medicine; Osteoporosis; Psychosocial; Physical therapy; Fear of falling; Gerontology; Geriatrics; Internal medicine; Emergency medicine; Poison control; Injury prevention","score_opus":0.18303028814396707,"score_gpt":0.4542276046362388,"score_spread":0.27119731649227174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895308,0.000038548795,0.0008576692,0.0062833726,0.00041221568,0.0016021786,0.0000024352653,0.00021060406,0.0010621492],"genre_scores_gemma":[0.9967414,0.0000035724338,0.0019925698,0.00076923403,0.00019940716,0.00008081554,0.000022525854,0.00003698085,0.00015346539],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970152,0.00033230433,0.0010536585,0.00052125426,0.00063853816,0.00043909578],"domain_scores_gemma":[0.99781346,0.00070509134,0.00036316886,0.00066848454,0.00041423342,0.000035534475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042754146,0.00021133503,0.00033758685,0.0012221965,0.00016726405,0.0001820367,0.00019753867,0.00010651467,0.000037236183],"category_scores_gemma":[0.005563841,0.00017930663,0.000037764778,0.0120295435,0.00006537731,0.0008816016,0.00017654794,0.0008160749,0.000028235183],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000991745,0.00090203213,0.95989984,0.0001409105,0.000043047163,0.00028348755,0.01234827,0.0015973412,0.0074674743,0.00012703419,0.00040576654,0.0166856],"study_design_scores_gemma":[0.00306784,0.00006960537,0.9559175,0.00030920733,0.00003837985,0.000052362753,0.022496602,0.016868895,0.00017960653,0.00032307432,0.00046985637,0.00020707065],"about_ca_topic_score_codex":0.00081399037,"about_ca_topic_score_gemma":0.0001946031,"teacher_disagreement_score":0.016478527,"about_ca_system_score_codex":0.0006098,"about_ca_system_score_gemma":0.00033837894,"threshold_uncertainty_score":0.7311912},"labels":[],"label_agreement":null},{"id":"W4390081089","doi":"10.1093/geroni/igad104.3231","title":"CO-DESIGNING A HIGH-ACCURACY HOME MONITORING SYSTEM FOR MANAGING FRAILTY IN OLDER ADULTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Glenrose Rehabilitation Hospital; Alberta Health Services; University of Alberta","funders":"","keywords":"Vulnerability (computing); Aging in place; Autonomy; Protocol (science); Gerontology; Medicine; Cognition; Applied psychology; Psychology; Computer science; Computer security; Psychiatry","score_opus":0.03905667418793446,"score_gpt":0.33177346661371987,"score_spread":0.2927167924257854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889115,0.00005019586,0.005956119,0.001924211,0.0009470331,0.0012135649,0.000008131605,0.0005222857,0.00046692998],"genre_scores_gemma":[0.9949846,0.000009929077,0.003596412,0.0001344406,0.00041307768,0.0004213618,0.00013647058,0.00006701592,0.00023668323],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976583,0.000042833937,0.00093283004,0.0004630912,0.00036264473,0.0005402973],"domain_scores_gemma":[0.9987291,0.00043399248,0.00023523459,0.00031481162,0.00024219145,0.00004465113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010563098,0.00021623087,0.0003762333,0.0019637176,0.000097778895,0.000061847546,0.0001433981,0.000117042764,0.000008972621],"category_scores_gemma":[0.0005948268,0.00024253129,0.000039321454,0.004022196,0.000025875948,0.0003540475,0.000041808078,0.00035787027,0.00004351433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040286992,0.00014750425,0.8322376,0.0057604914,0.00007834913,0.00049541966,0.015540727,0.0019776877,0.045009665,0.004480869,0.0016406258,0.09222821],"study_design_scores_gemma":[0.011868837,0.000078813966,0.90008247,0.01721989,0.000022728367,0.00004149435,0.014297008,0.019295007,0.035476338,0.00069415267,0.0003535276,0.00056971115],"about_ca_topic_score_codex":0.0002626492,"about_ca_topic_score_gemma":0.0000075379035,"teacher_disagreement_score":0.0916585,"about_ca_system_score_codex":0.00053906237,"about_ca_system_score_gemma":0.0000740481,"threshold_uncertainty_score":0.9890139},"labels":[],"label_agreement":null},{"id":"W4390081402","doi":"10.1093/geroni/igad104.2793","title":"EXAMINING FRAILTY SUBDOMAINS (PHYSICAL, PSYCHOLOGICAL, COGNITIVE, SOCIAL) IN COMMUNITY-LIVING ADULTS 45–85","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; University of Saskatchewan; University of Calgary; McMaster University","funders":"","keywords":"Concordance; Odds; Psychological intervention; Logistic regression; Gerontology; Quartile; Cohort; Odds ratio; Cognition; Psychology; Demography; Medicine; Confidence interval; Psychiatry; Internal medicine","score_opus":0.113382988506011,"score_gpt":0.3859819641391688,"score_spread":0.2725989756331578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99133974,0.000010155791,0.0002356119,0.0015911423,0.00020914896,0.00047848021,0.000010628475,0.00035148245,0.005773598],"genre_scores_gemma":[0.9974221,0.000010549227,0.00026209763,0.0014278272,0.00019866064,0.00011283054,0.00021074191,0.000043178694,0.0003120101],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99768686,0.0003403581,0.0007242248,0.00036738958,0.00038361648,0.00049752713],"domain_scores_gemma":[0.9981763,0.0009039418,0.0002047129,0.00028700856,0.0003852902,0.000042792013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014645311,0.00022289017,0.0004043338,0.0012085802,0.00025944528,0.000047639645,0.00018669714,0.00015918413,0.00005040913],"category_scores_gemma":[0.003696961,0.00023886796,0.000032381482,0.009098641,0.00020865694,0.00024450358,0.00016544544,0.0014066898,0.00011935188],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017406158,0.001496628,0.81342393,0.00045179887,0.00005094497,0.00025153224,0.07523635,0.000045201585,0.017124638,0.0023392958,0.0033129454,0.08609265],"study_design_scores_gemma":[0.0026128583,0.000160981,0.9744637,0.0023323344,0.000009418238,0.000011865344,0.017307712,0.0014178619,0.00036054806,0.000906121,0.00016526521,0.00025133125],"about_ca_topic_score_codex":0.00024757438,"about_ca_topic_score_gemma":0.00015255804,"teacher_disagreement_score":0.16103975,"about_ca_system_score_codex":0.0001878964,"about_ca_system_score_gemma":0.00005404567,"threshold_uncertainty_score":0.97407526},"labels":[],"label_agreement":null},{"id":"W4390081594","doi":"10.1093/geroni/igad104.2091","title":"AN INTEGRATED TRANSITIONAL CARE INTERVENTION IMPROVES PATIENT-REPORTED OUTCOMES IN OLDER ADULTS WITH STROKE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health; Hotel Dieu Shaver Health and Rehabilitation Centre; McMaster University","funders":"","keywords":"Medicine; Intervention (counseling); Stroke (engine); Transitional care; Self-management; Mental health; Physical therapy; Health care; Nursing; Psychiatry","score_opus":0.01356496258824933,"score_gpt":0.2951331440062268,"score_spread":0.28156818141797746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99667794,0.000014794103,0.0010203401,0.0010956603,0.00018665484,0.0006390936,0.000026276612,0.00020407283,0.0001351916],"genre_scores_gemma":[0.9969373,0.0000015288603,0.00071809755,0.0002640412,0.000025177256,0.00012247168,0.001768238,0.000027911785,0.00013526557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830866,0.00004320646,0.0007478738,0.00032329766,0.0003456652,0.00023128976],"domain_scores_gemma":[0.9990839,0.000035192807,0.00016992995,0.00020985528,0.0004691145,0.000032040207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002131771,0.00015995438,0.000231353,0.0012922816,0.00003148055,0.00002742414,0.0000584138,0.0000829066,0.000046186702],"category_scores_gemma":[0.00012410726,0.00013948129,0.00003340445,0.0024311934,0.00003686758,0.00032469284,0.000012358059,0.00030909939,0.0000073288743],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003946805,0.0004022401,0.8269824,0.00031778053,0.00005393962,0.00023017477,0.021797627,0.00030344405,0.008101569,0.00013547255,0.00008149629,0.14119919],"study_design_scores_gemma":[0.0061853537,0.00026330337,0.9638456,0.0016305974,0.000012752214,0.000020228801,0.022261348,0.002812539,0.0027233076,0.000027951137,0.0000512357,0.00016579265],"about_ca_topic_score_codex":0.00046985605,"about_ca_topic_score_gemma":0.0006281362,"teacher_disagreement_score":0.1410334,"about_ca_system_score_codex":0.00020121576,"about_ca_system_score_gemma":0.000079037505,"threshold_uncertainty_score":0.5687882},"labels":[],"label_agreement":null},{"id":"W4390081691","doi":"10.1093/geroni/igad104.1978","title":"EFFECT OF A HOME-BASED EXERCISE PROGRAM ON SUBSEQUENT FALLS IN OLDER ADULTS WITH COGNITIVE FRAILTY","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Medicine; Cognition; Falls in older adults; Randomized controlled trial; Physical therapy; Gerontology; Poison control; Cognitive decline; Injury prevention; Dementia; Internal medicine; Psychiatry; Medical emergency","score_opus":0.018551388198320834,"score_gpt":0.3207168807801095,"score_spread":0.3021654925817887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961345,0.000018510142,0.00008013645,0.00059110933,0.000083304694,0.0025436422,0.00001006888,0.00018981949,0.0003488678],"genre_scores_gemma":[0.99845034,0.000004477989,0.00023338903,0.00021779325,0.000025447254,0.000688114,0.00027292455,0.000035199282,0.00007233236],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983211,0.00007469842,0.00052669673,0.00033528873,0.00043858032,0.00030359335],"domain_scores_gemma":[0.9989398,0.0003545162,0.00017432553,0.00021016058,0.00028731299,0.00003388368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007099115,0.00019162148,0.00037079726,0.0014165103,0.000019784702,0.00001361263,0.00006918774,0.00008916297,0.000023722949],"category_scores_gemma":[0.00039546652,0.00015906863,0.000029428236,0.004984055,0.000078522855,0.00008640573,0.000020283112,0.0003279154,0.0000273799],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041326936,0.000923397,0.5502045,0.00214774,0.000033843768,0.00036983335,0.0048043975,0.00037941014,0.0015884907,0.00007841851,0.00016201705,0.43517527],"study_design_scores_gemma":[0.022263316,0.0022464048,0.87244225,0.024622204,0.00003291474,0.000006068129,0.00078903476,0.0036919955,0.07358994,0.000023408107,0.0000272026,0.00026523642],"about_ca_topic_score_codex":0.00013486618,"about_ca_topic_score_gemma":0.00005318138,"teacher_disagreement_score":0.43491003,"about_ca_system_score_codex":0.00013911442,"about_ca_system_score_gemma":0.000100322286,"threshold_uncertainty_score":0.64866304},"labels":[],"label_agreement":null},{"id":"W4390081835","doi":"10.1093/geroni/igad104.1657","title":"PLASMA NEUROFILAMENT LIGHT CHAIN IS ASSOCIATED WITH PHYSICAL FRAILTY IN OLDER ADULTS WITHOUT DEMENTIA","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Medicine; Gerontology; Confidence interval; Cognitive decline; Odds ratio; Internal medicine; Disease","score_opus":0.021849948485736837,"score_gpt":0.2918927480060199,"score_spread":0.27004279952028304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390081835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98909086,0.0000073967503,0.000076838594,0.008832278,0.00015937682,0.0006233962,0.0000062640156,0.00021107435,0.0009925419],"genre_scores_gemma":[0.99727356,0.0000031042975,0.00014315265,0.0014280811,0.000094294526,0.00010564025,0.00016234104,0.000045352997,0.000744465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99805725,0.00005276967,0.00053097657,0.0004231816,0.0005205802,0.00041524385],"domain_scores_gemma":[0.99923253,0.00008659914,0.00018549713,0.0002576103,0.00019618064,0.00004155993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038717786,0.0002051625,0.00031839754,0.00087083963,0.000045655634,0.00002901924,0.000099091485,0.00008352855,0.000049500715],"category_scores_gemma":[0.00029176092,0.00018983301,0.000026063233,0.0044874996,0.000036956106,0.00015948171,0.0000603228,0.00042512486,0.00006649615],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020149203,0.00058606674,0.9543486,0.00015218207,0.000120821154,0.0003023568,0.01884018,0.0002125555,0.010170891,0.00041509967,0.004975949,0.009673762],"study_design_scores_gemma":[0.008018486,0.00014280509,0.9494665,0.0021853738,0.000026273545,0.000010075597,0.0007886862,0.027082875,0.011427046,0.00010203914,0.00048310996,0.00026670264],"about_ca_topic_score_codex":0.00008176176,"about_ca_topic_score_gemma":0.00012118128,"teacher_disagreement_score":0.02687032,"about_ca_system_score_codex":0.00019768215,"about_ca_system_score_gemma":0.0000785483,"threshold_uncertainty_score":0.7741165},"labels":[],"label_agreement":null},{"id":"W4390083043","doi":"10.1093/geroni/igad104.1254","title":"ASSOCIATIONS OF PERCEIVED PHYSICAL AND MENTAL FATIGABILITY WITH COGNITIVE PERFORMANCE","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Digit symbol substitution test; Montreal Cognitive Assessment; California Verbal Learning Test; Psychology; Confidence interval; Cognition; Medicine; Verbal memory; Physical therapy; Psychiatry; Internal medicine; Cognitive impairment","score_opus":0.035997530761540324,"score_gpt":0.3271831192212849,"score_spread":0.29118558845974457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99797845,0.0000018731218,0.000026406684,0.0009013581,0.000022687138,0.00021049948,0.000016598487,0.000038625363,0.0008035123],"genre_scores_gemma":[0.99951935,0.000003393011,0.00014592773,0.000079708305,0.000023435234,0.000014730031,0.00012265879,0.0000060531343,0.000084762185],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994463,0.000013812904,0.00018137092,0.0001095448,0.00016104591,0.000087975764],"domain_scores_gemma":[0.99957836,0.00009384702,0.000073699484,0.000054227487,0.00018866755,0.000011175926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017185594,0.000051001014,0.000119708944,0.00018731174,0.000033177806,0.000004781656,0.000015938032,0.000018797038,0.000007052076],"category_scores_gemma":[0.00020098398,0.00004539842,0.0000069685257,0.001203053,0.000072271294,0.00010249333,0.000016150898,0.00010358697,0.00000456472],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022152444,0.00005610921,0.9747479,0.00007779545,0.000016617027,0.0000013241277,0.009351972,0.000010114686,0.010575702,0.000118035845,0.000044130546,0.004978155],"study_design_scores_gemma":[0.0010868644,0.000076944205,0.98982286,0.00027914485,0.00000773556,0.0000025248728,0.0013517103,0.004559032,0.002691491,0.000071323106,0.000005181953,0.00004518533],"about_ca_topic_score_codex":0.000029053776,"about_ca_topic_score_gemma":0.00000924002,"teacher_disagreement_score":0.01507497,"about_ca_system_score_codex":0.000054205513,"about_ca_system_score_gemma":0.00003334466,"threshold_uncertainty_score":0.18512939},"labels":[],"label_agreement":null},{"id":"W4390083727","doi":"10.1093/geroni/igad104.3362","title":"FRAILTY-FOCUSED ENHANCEMENTS TO SENIORS’ HOSPITAL CARE (FRESH): DOES SPECIALIZED EDUCATION WORK?","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Horizon Health Network","funders":"","keywords":"Mindset; Intervention (counseling); Medicine; Delirium; Nursing; Acute care; Psychology; Health care; Psychiatry","score_opus":0.022459940955722405,"score_gpt":0.3271900378906121,"score_spread":0.30473009693488967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98047906,0.000032640542,0.0005137519,0.011006254,0.002431897,0.00093227037,0.000007980524,0.0002552819,0.0043408535],"genre_scores_gemma":[0.9898704,0.0000078572975,0.0027328678,0.0014132953,0.0007101529,0.00020506942,0.00036820612,0.000039855884,0.0046522487],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982522,0.000030100826,0.00058600854,0.00037504433,0.00042726446,0.00032935382],"domain_scores_gemma":[0.99894655,0.000049273658,0.00013179568,0.00034972513,0.0004598424,0.00006282074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002355896,0.00017051444,0.00022493488,0.0011499136,0.00007372345,0.000055290428,0.00012455195,0.00008607056,0.00023174085],"category_scores_gemma":[0.0005299165,0.0001579812,0.000031967626,0.0053245234,0.000027174843,0.0002192318,0.000073634335,0.00021843366,0.00039014142],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017366484,0.00035994587,0.32993168,0.0003850882,0.0000695851,0.000054466444,0.05557638,0.000080080856,0.034187425,0.0023746458,0.062159423,0.5146476],"study_design_scores_gemma":[0.004507221,0.00019615419,0.8156657,0.0025046612,0.000032027616,0.0000028548864,0.014757371,0.000052719173,0.047147926,0.0013460473,0.11310297,0.00068429566],"about_ca_topic_score_codex":0.00011848781,"about_ca_topic_score_gemma":0.000053549615,"teacher_disagreement_score":0.51396334,"about_ca_system_score_codex":0.0003720686,"about_ca_system_score_gemma":0.00021101571,"threshold_uncertainty_score":0.64422864},"labels":[],"label_agreement":null},{"id":"W4390083742","doi":"10.1093/geroni/igad104.3749","title":"INTRODUCING EFRAILTY: SIMPLIFYING SELECTION OF FRAILTY ASSESSMENT TOOLS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Context (archaeology); Identification (biology); Computer science; Table (database); Medicine; Data mining","score_opus":0.06231155159701939,"score_gpt":0.37071975378327143,"score_spread":0.30840820218625203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390083742","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98223877,0.000008434067,0.00906695,0.004573526,0.00034685933,0.0003629125,0.0000041920666,0.0002488489,0.0031494861],"genre_scores_gemma":[0.9921073,0.0000074407544,0.006533554,0.00040893853,0.00022456837,0.00003913962,0.00013123473,0.00002699731,0.0005208703],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99825066,0.000039179275,0.0007642047,0.00029650005,0.00037661096,0.0002728494],"domain_scores_gemma":[0.9989735,0.00017669759,0.00022491407,0.00023777745,0.0003617924,0.000025334317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010054673,0.00012523717,0.00026360422,0.0011852926,0.00006039592,0.000030524207,0.00007424807,0.00008137754,0.000113816975],"category_scores_gemma":[0.0009261202,0.00013519381,0.000031091116,0.0053407876,0.000031274918,0.00027153373,0.000059274305,0.000356922,0.000026829117],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028818073,0.000081770326,0.47994,0.00039173264,0.000050197305,0.000016299176,0.0013305488,0.0030396045,0.3731174,0.0036149852,0.003822166,0.13456647],"study_design_scores_gemma":[0.001787843,0.0001033843,0.9344896,0.00074188644,0.00001957559,0.0000257743,0.0008143367,0.016009854,0.041233208,0.0010147481,0.0035555256,0.00020428494],"about_ca_topic_score_codex":0.0000674303,"about_ca_topic_score_gemma":0.000015038085,"teacher_disagreement_score":0.45454958,"about_ca_system_score_codex":0.0002701675,"about_ca_system_score_gemma":0.00015357239,"threshold_uncertainty_score":0.55130434},"labels":[],"label_agreement":null},{"id":"W4390143632","doi":"10.1177/00469580231220180","title":"Institutional Residence Protects Against Cognitive Frailty: A Cross-Sectional Study","year":2023,"lang":"en","type":"article","venue":"INQUIRY The Journal of Health Care Organization Provision and Financing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Anhui Provincial Key Research and Development Plan; National Key Research and Development Program of China; University Natural Science Research Project of Anhui Province; Anhui Medical University","keywords":"Loneliness; Odds ratio; Medicine; Confidence interval; Logistic regression; Gerontology; Residence; Cross-sectional study; Comorbidity; Demography; Internal medicine; Psychiatry","score_opus":0.055419970633353965,"score_gpt":0.36910349790101893,"score_spread":0.31368352726766496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390143632","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906236,0.00063874404,0.0047066775,0.0022461102,0.00066928467,0.0010295686,0.0000071324853,0.00005744273,0.000021462865],"genre_scores_gemma":[0.9977646,0.00028059338,0.00016317339,0.0013259493,0.00030967157,0.0000053488475,0.000026498263,0.000024882407,0.00009929519],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978537,0.00022087058,0.0008206528,0.00019017968,0.0006969788,0.0002175964],"domain_scores_gemma":[0.9972268,0.0002172181,0.000550655,0.00013733217,0.0017446489,0.00012335941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016776747,0.00013773247,0.0002735958,0.0002832209,0.00081204745,0.00006418808,0.000109654764,0.00011024996,0.000019010047],"category_scores_gemma":[0.003185918,0.00009663966,0.000034852852,0.001034259,0.00016005742,0.0002955607,0.00009944147,0.00058749656,0.000022048724],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006232538,0.0002684373,0.86966443,0.0006589555,0.000075391006,0.00021036655,0.06715326,0.0009340141,0.0011655501,0.00006481628,0.0023380877,0.056843434],"study_design_scores_gemma":[0.002392906,0.0013129755,0.98127353,0.0008360399,0.000018884508,0.0005349441,0.012628818,0.000107432184,0.00044335675,0.000029312221,0.0003249213,0.00009686937],"about_ca_topic_score_codex":0.000030884934,"about_ca_topic_score_gemma":0.000016516362,"teacher_disagreement_score":0.1116091,"about_ca_system_score_codex":0.00024413296,"about_ca_system_score_gemma":0.0013797429,"threshold_uncertainty_score":0.6245695},"labels":[],"label_agreement":null},{"id":"W4390192068","doi":"10.1002/alz.077408","title":"Lower Physical Activity Is Associated With Objective But Not Subjective Cognitive Impairment In Older Adults Without Dementia","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Observational study; Dementia; Confounding; Medicine; Logistic regression; Cognition; Cognitive decline; Montreal Cognitive Assessment; Geriatric Depression Scale; Gerontology; Cross-sectional study; Physical therapy; Effects of sleep deprivation on cognitive performance; Psychology; Cognitive impairment; Psychiatry; Depressive symptoms; Internal medicine; Disease","score_opus":0.01886055866050394,"score_gpt":0.28717746692400686,"score_spread":0.2683169082635029,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390192068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938336,0.0007200462,0.000067692694,0.0007084158,0.0002937277,0.002783195,0.00018790459,0.00035356224,0.0010518475],"genre_scores_gemma":[0.9980636,0.00002504447,0.000090692556,0.0006910105,0.0001471129,0.00051889283,0.00020077208,0.00012799673,0.000134865],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960744,0.00022522706,0.00038960748,0.0011594554,0.0010678996,0.0010834521],"domain_scores_gemma":[0.99810076,0.00034461197,0.00029570152,0.00047674394,0.0004917801,0.00029043056],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036366453,0.0006287115,0.00083277357,0.00037758297,0.00017585121,0.000053733685,0.0001945634,0.00021344582,0.0002953465],"category_scores_gemma":[0.00015210248,0.0005603663,0.00024000992,0.0012901232,0.00026659772,0.00040702877,0.00021541941,0.0006696894,0.00047029147],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015379207,0.0144555895,0.74261594,0.00010305533,0.13014856,0.0018880265,0.03540438,0.000027743017,0.004098543,0.000028603865,0.006201211,0.049649164],"study_design_scores_gemma":[0.012448098,0.001537746,0.89296985,0.0008369086,0.01500711,0.000020609386,0.0015648091,0.0013857447,0.073554985,0.000025468233,0.000028061264,0.00062062993],"about_ca_topic_score_codex":0.0009023269,"about_ca_topic_score_gemma":0.00079715514,"teacher_disagreement_score":0.15035392,"about_ca_system_score_codex":0.00011094878,"about_ca_system_score_gemma":0.00027569098,"threshold_uncertainty_score":0.9996848},"labels":[],"label_agreement":null},{"id":"W4390192185","doi":"10.1002/alz.078376","title":"Are changes in muscular strength following head‐down bed rest independently associated with improved cognitive function in older adults? A secondary analysis of a randomized controlled trial","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; Vancouver Coastal Health; Vancouver Coastal Health Research Institute; University of British Columbia, Okanagan Campus; Kelowna General Hospital; University of British Columbia","funders":"","keywords":"Cardiorespiratory fitness; Randomized controlled trial; Physical therapy; Aerobic exercise; Physical medicine and rehabilitation; Medicine; Bed rest; Physical fitness; Cognition; Physical strength; Internal medicine","score_opus":0.015799991422583353,"score_gpt":0.2739223017023307,"score_spread":0.2581223102797473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390192185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98459965,0.0062607196,0.000020449897,0.00033537406,0.00032137998,0.008143094,0.00006097521,0.00010801243,0.00015034311],"genre_scores_gemma":[0.99655396,0.00004902903,0.000028708,0.00021680504,0.00005670711,0.0019846433,0.0010247568,0.000052492403,0.00003287933],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99595207,0.00081421575,0.0012519766,0.0006640798,0.00076419086,0.0005534706],"domain_scores_gemma":[0.99702936,0.0012314233,0.0009872952,0.00033452208,0.00029337674,0.00012403556],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023431226,0.00039952717,0.003270892,0.0018808093,0.00005834527,0.00003196042,0.00012263854,0.00026796365,0.0002552408],"category_scores_gemma":[0.0018583958,0.0003239282,0.0008557941,0.0029412422,0.00009753843,0.0001664465,0.00006975883,0.0004619716,0.000006737584],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.7626637,0.00093060883,0.030244008,0.000024745743,0.20042959,0.00021266725,0.0018681472,0.000019450967,0.00032920678,0.0000015904792,0.000041353458,0.0032348975],"study_design_scores_gemma":[0.6770459,0.00045390954,0.1875244,0.00069500133,0.12863806,5.56173e-7,0.0017360012,0.0032246022,0.00045462014,0.0000046436453,0.0000021562903,0.00022015232],"about_ca_topic_score_codex":0.001179449,"about_ca_topic_score_gemma":0.03942238,"teacher_disagreement_score":0.15728039,"about_ca_system_score_codex":0.000036768324,"about_ca_system_score_gemma":0.00016258114,"threshold_uncertainty_score":0.99992126},"labels":[],"label_agreement":null},{"id":"W4390192554","doi":"10.1002/alz.079441","title":"Frailty and mild behavioral impairment: A longitudinal study of pre‐dementia markers","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary","funders":"","keywords":"Dementia; Hazard ratio; Proportional hazards model; Frailty Index; Gerontology; Cognitive impairment; Medicine; Cognition; Longitudinal study; Cognitive decline; Psychology; Psychiatry; Confidence interval; Internal medicine; Disease","score_opus":0.07092357612252441,"score_gpt":0.34406586677123513,"score_spread":0.2731422906487107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390192554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98767614,0.009565638,0.000013721515,0.00032730642,0.00032007636,0.0015799041,0.000028305047,0.00017525426,0.0003136375],"genre_scores_gemma":[0.99876916,0.00007620998,0.0006644493,0.00007014585,0.00006938813,0.0001305584,0.0000834251,0.00005284216,0.00008380833],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99758804,0.000080672165,0.00059704593,0.000575189,0.0006423215,0.0005167598],"domain_scores_gemma":[0.99882567,0.0000497352,0.00017559376,0.00060711213,0.000114723436,0.00022713943],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00036624458,0.0003063031,0.00045168505,0.00026776557,0.00012914547,0.000032324722,0.00018743632,0.00009775501,0.0006163615],"category_scores_gemma":[0.000017962971,0.00029606864,0.000116907664,0.0005114656,0.00013989677,0.00017261002,0.000311054,0.00021016388,0.00007815248],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048136845,0.002080393,0.9399018,0.000045660596,0.020141298,0.00013631882,0.0024180817,0.000004832659,0.00079180696,0.000012954119,0.017916147,0.016069314],"study_design_scores_gemma":[0.004872234,0.0027932313,0.9565232,0.00007428146,0.031502083,0.000024481416,0.0011944337,0.00012561119,0.0015696936,0.00002511415,0.001039202,0.00025645032],"about_ca_topic_score_codex":0.0009810606,"about_ca_topic_score_gemma":0.000362004,"teacher_disagreement_score":0.016876943,"about_ca_system_score_codex":0.0000089358155,"about_ca_system_score_gemma":0.000053562442,"threshold_uncertainty_score":0.99994916},"labels":[],"label_agreement":null},{"id":"W4390193725","doi":"10.1002/alz.073528","title":"Cumulative Frailty in Late‐Middle Aged Men is Associated with Later Regional Abnormal White Matter and Decreased Processing Speed","year":2023,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Hyperintensity; Neuropsychology; White matter; Psychology; Verbal fluency test; Medicine; Magnetic resonance imaging; Gerontology; Neuroscience; Radiology","score_opus":0.0503591624190272,"score_gpt":0.2870248928167664,"score_spread":0.2366657303977392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390193725","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907443,0.0016291172,0.000009010352,0.0037863962,0.000040659488,0.0006031412,0.000020416122,0.00015405727,0.0030128944],"genre_scores_gemma":[0.99585474,0.000014832936,0.00049059995,0.0022420695,0.000047169306,0.000029166393,0.0003169981,0.00006338181,0.0009410747],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99804157,0.00008350986,0.00038303618,0.0004799558,0.00047435204,0.000537552],"domain_scores_gemma":[0.99922746,0.0000735217,0.00015512915,0.00024223785,0.000120445795,0.00018117527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030305528,0.00028695795,0.00037734403,0.00023506656,0.00011905571,0.00006347624,0.000103403305,0.0001463086,0.0008032537],"category_scores_gemma":[0.000027444525,0.00024096313,0.00005188422,0.000585574,0.00013708834,0.00032564806,0.00008899596,0.00029128903,0.00020200337],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031720003,0.00015813824,0.96232253,0.000030439795,0.0047431192,0.0002207859,0.007007279,0.000047783993,0.0006119054,0.0000021943067,0.023207108,0.0013315004],"study_design_scores_gemma":[0.004483414,0.00012702316,0.9849813,0.00041516888,0.0030622426,0.000018701114,0.0002199466,0.0044759987,0.0013162706,0.00009663539,0.00049033586,0.0003129705],"about_ca_topic_score_codex":0.00017993558,"about_ca_topic_score_gemma":0.00024153938,"teacher_disagreement_score":0.022716772,"about_ca_system_score_codex":0.000020944803,"about_ca_system_score_gemma":0.00008892814,"threshold_uncertainty_score":0.9826191},"labels":[],"label_agreement":null},{"id":"W4390333619","doi":"10.1136/spcare-2023-004605","title":"Supportive care and healthcare service utilisation in older adults with a new cancer diagnosis: a population-based review","year":2023,"lang":"en","type":"review","venue":"BMJ Supportive & Palliative Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Referral; Medicine; Cancer; Palliative care; Family medicine; Social work; Population; Health care; Gerontology; Nursing; Internal medicine","score_opus":0.09251678195807209,"score_gpt":0.43026805691684067,"score_spread":0.33775127495876855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390333619","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004446191,0.9719785,0.000010110303,0.0038231148,0.00021812302,0.019874105,0.00335481,0.00021731619,0.000079307516],"genre_scores_gemma":[0.0022531087,0.9573779,0.00022976624,0.003029937,0.00031915648,0.017761692,0.018532673,0.00031727803,0.00017847962],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99330705,0.00054006255,0.002152335,0.0019103993,0.0011522878,0.000937861],"domain_scores_gemma":[0.99320257,0.00069476565,0.0019149797,0.0009275522,0.0025485794,0.0007115488],"candidate_categories":["metaepi_narrow"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00026876834,0.0013993117,0.0043823044,0.0006331613,0.00013395186,0.000046940815,0.00029406973,0.00068068196,0.00046024533],"category_scores_gemma":[0.0009023495,0.0011273039,0.0005341407,0.002409777,0.00009786357,0.0002122813,0.0001331766,0.0011940673,0.00007454879],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014417342,0.000063421096,0.18636858,0.43925944,0.0003099994,0.00035603263,0.012678642,0.0000021616945,4.913602e-9,0.000005814226,0.0030905001,0.3577212],"study_design_scores_gemma":[0.003539809,0.0007238653,0.16149403,0.7493607,0.0031812708,0.00001882768,0.015390647,0.000010647553,0.0000018448957,0.0000048025436,0.06508065,0.0011929153],"about_ca_topic_score_codex":0.014288283,"about_ca_topic_score_gemma":0.06530417,"teacher_disagreement_score":0.3565283,"about_ca_system_score_codex":0.0025725903,"about_ca_system_score_gemma":0.0062138853,"threshold_uncertainty_score":0.9998757},"labels":[],"label_agreement":null},{"id":"W4390337882","doi":"10.1136/bmjopen-2023-076918","title":"Use of Artificial Intelligence in the Identification and Management of Frailty: A Scoping Review Protocol","year":2023,"lang":"en","type":"review","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; Université de Montréal; CARE Canada; Centre Hospitalier de l’Université de Montréal; McGill University; Ottawa Hospital; Bruyère; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Protocol (science); Identification (biology); Gerontology; Alternative medicine; Pathology","score_opus":0.5408595288031233,"score_gpt":0.573981977825676,"score_spread":0.03312244902255268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390337882","genre_codex":"protocol","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.7322368e-7,0.33105984,0.000083740386,0.0002727863,0.000031902422,0.6683005,0.000015529764,0.0000076770875,0.00022786416],"genre_scores_gemma":[5.9896294e-8,0.6427242,0.0005841778,0.000047454418,0.000016208294,0.35626832,0.00003114971,0.000017802256,0.00031063452],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99698067,0.00030524825,0.0018593254,0.00032691457,0.0003994732,0.00012839615],"domain_scores_gemma":[0.99772346,0.00026025606,0.00097419176,0.0009378124,0.0000767981,0.00002748978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026326105,0.00018627383,0.0014063662,0.00013709444,0.000019196026,0.000053955428,0.0005610999,0.000084429164,0.00003922282],"category_scores_gemma":[0.0005456066,0.00012207775,0.00012413667,0.00076256006,0.00007500515,0.00011108235,0.00047653087,0.00015461164,0.00003611365],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011060327,0.000038632967,0.0000011724455,0.47482163,0.000042943037,0.000015521893,0.00004557348,1.1558389e-7,1.3602589e-7,0.00021789722,0.0004465226,0.5243588],"study_design_scores_gemma":[0.00007197252,0.00005719587,0.000026372656,0.886004,0.00047548822,0.00002155116,0.00004231206,0.000010370351,0.0000045772717,0.0000822723,0.11309938,0.00010454482],"about_ca_topic_score_codex":0.00008734407,"about_ca_topic_score_gemma":0.00012219073,"teacher_disagreement_score":0.52425426,"about_ca_system_score_codex":0.00003473022,"about_ca_system_score_gemma":0.0002201264,"threshold_uncertainty_score":0.4978186},"labels":[],"label_agreement":null},{"id":"W4390445929","doi":"10.15584/ejcem.2023.4.21","title":"Fall risk and frailty level in older adults admitted to the emergency department with a complaint of falling","year":2023,"lang":"en","type":"article","venue":"European Journal of Clinical and Experimental Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency department; Falling (accident); Fear of falling; Injury prevention; Poison control; Gerontology; Emergency medicine; Medical emergency; Environmental health; Psychiatry","score_opus":0.0932017492679588,"score_gpt":0.38137111637130394,"score_spread":0.2881693671033452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390445929","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99188846,0.0015930516,0.00016682406,0.005223142,0.00034442905,0.00037064622,0.000009629815,0.000011537915,0.00039227525],"genre_scores_gemma":[0.9971506,0.00096424867,0.00077886466,0.0005197141,0.0004383292,0.0000029681228,0.000005546006,0.000024437408,0.00011526807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973409,0.00036599784,0.0014205618,0.00022548303,0.00044463098,0.00020243456],"domain_scores_gemma":[0.9986042,0.00028943177,0.00040827555,0.00018359834,0.00011937528,0.00039515377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001962201,0.00017171443,0.0006353877,0.00013672226,0.000052858784,0.000004220232,0.00013446317,0.00002867624,0.00006130183],"category_scores_gemma":[0.0007082391,0.00008855381,0.00007256871,0.00026843365,0.00026791554,0.000044660028,0.00010675944,0.00044440955,0.000010752851],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010163388,0.001214783,0.8396387,0.0001921452,0.00041266452,0.0020362767,0.023065526,0.00006334271,0.0016443442,0.00002347721,0.010836464,0.11070886],"study_design_scores_gemma":[0.012366514,0.0074927034,0.9691531,0.0021201898,0.0000839844,0.00026988145,0.0052521364,0.00020205385,0.00044555438,0.000007807805,0.002499173,0.000106874206],"about_ca_topic_score_codex":0.00007227359,"about_ca_topic_score_gemma":0.00006432609,"teacher_disagreement_score":0.1295144,"about_ca_system_score_codex":0.000012300908,"about_ca_system_score_gemma":0.000026230387,"threshold_uncertainty_score":0.36111194},"labels":[],"label_agreement":null},{"id":"W4390488153","doi":"10.12998/wjcc.v12.i1.107","title":"Impact of frailty on outcomes of elderly patients undergoing percutaneous coronary intervention: A systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"World Journal of Clinical Cases","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Percutaneous coronary intervention; Conventional PCI; Hazard ratio; Cochrane Library; Confidence interval; Meta-analysis; Internal medicine; MEDLINE; Emergency medicine; Myocardial infarction","score_opus":0.24251597871227354,"score_gpt":0.5081725538770459,"score_spread":0.2656565751647723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390488153","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005759118,0.99727535,0.000004064169,0.0002177574,0.0001960287,0.001370962,0.00027647102,0.00000889166,0.00007455593],"genre_scores_gemma":[0.0202632,0.97749937,0.00016499848,0.00015928636,0.000057452697,0.000012857949,0.00003463656,0.000052084455,0.0017561339],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9881922,0.0013465886,0.008909879,0.00037782718,0.0009712716,0.00020221343],"domain_scores_gemma":[0.98134977,0.009862016,0.0070230216,0.00074699265,0.00070134824,0.0003168692],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.0023612548,0.00060487736,0.02236215,0.0009602595,0.000022479757,0.000023978691,0.00031643795,0.00021087083,0.0007425899],"category_scores_gemma":[0.010610463,0.0003014783,0.022623178,0.0009138541,0.0001701047,0.00008195512,0.000112077425,0.0011838024,0.000013861797],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006969415,0.0007079038,0.00089617935,0.6718235,0.3100192,0.0011943106,0.000011554886,8.9023246e-7,2.3683393e-9,0.0000046751325,0.0009688776,0.0143032],"study_design_scores_gemma":[0.000427354,0.004843374,0.0005317523,0.26538455,0.724999,0.002693781,0.000007677803,6.816137e-7,1.15342065e-8,0.000012777701,0.00094687566,0.00015216264],"about_ca_topic_score_codex":0.000021497339,"about_ca_topic_score_gemma":0.000087398985,"teacher_disagreement_score":0.41497982,"about_ca_system_score_codex":0.00014067742,"about_ca_system_score_gemma":0.00043977128,"threshold_uncertainty_score":0.99994373},"labels":[],"label_agreement":null},{"id":"W4390495206","doi":"10.1186/s12875-023-02225-z","title":"Perspectives on the representation of frailty in the electronic frailty index","year":2024,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"Canadian Institutes of Health Research; Canadian Nurses Foundation","keywords":"Delphi method; Context (archaeology); Gerontology; Medicine; Standardization; Index (typography); Vulnerability (computing); Scale (ratio); Psychology; Computer science","score_opus":0.032901919904297396,"score_gpt":0.31476215709644173,"score_spread":0.2818602371921443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390495206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9253576,0.009166988,0.00027557072,0.0068003368,0.0001687032,0.0011065397,0.000028297214,0.00009359816,0.057002407],"genre_scores_gemma":[0.99815464,0.00014307974,0.000058566147,0.000705653,0.00016691732,0.00007136447,0.000060385304,0.000021700727,0.0006177225],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99858916,0.0001749849,0.00021265884,0.00031758245,0.0004765157,0.00022909195],"domain_scores_gemma":[0.9986156,0.00060258043,0.00004178366,0.00062534655,0.000090219764,0.000024454403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024137193,0.00013646319,0.00019207214,0.00011579626,0.000046286525,0.000029244833,0.00023187874,0.000081810984,0.0001187237],"category_scores_gemma":[0.00028023284,0.000076027936,0.00013845159,0.000537757,0.00011268718,0.00008141472,0.000046119203,0.00054524245,0.000031972388],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024501379,0.0011436327,0.22350274,0.005185952,0.000689529,0.00032389327,0.45485988,0.00056263345,0.01626426,0.11186269,0.07342421,0.10973043],"study_design_scores_gemma":[0.0015034581,0.0007139297,0.8820695,0.0008189093,0.00012749527,0.000071976,0.09706645,0.0004849581,0.0036245221,0.0026474728,0.010631341,0.000239979],"about_ca_topic_score_codex":0.00015729447,"about_ca_topic_score_gemma":0.00025387606,"teacher_disagreement_score":0.6585668,"about_ca_system_score_codex":0.0004526655,"about_ca_system_score_gemma":0.00045211817,"threshold_uncertainty_score":0.31003293},"labels":[],"label_agreement":null},{"id":"W4390510484","doi":"10.1001/jamanetworkopen.2023.49628","title":"Mediation of Age and Thrombectomy Outcome by Neuroimaging Markers of Frailty in Patients With Stroke","year":2024,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal University Hospital; University of British Columbia; University of Manitoba; Ottawa Hospital; Libin Cardiovascular Institute of Alberta; University of Ottawa; NoNO (Canada); University of Saskatchewan; University of Alberta; University of Calgary","funders":"National Institute of Neurological Disorders and Stroke","keywords":"Medicine; Neuroimaging; Stroke (engine); Randomized controlled trial; Internal medicine; Perfusion scanning; Clinical trial; Atrophy; Pediatrics; Psychiatry; Perfusion","score_opus":0.017973520210278426,"score_gpt":0.2879155160243736,"score_spread":0.26994199581409517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390510484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9944282,0.0003123444,0.000052092306,0.0011580169,0.00014806697,0.00080151274,0.00004396674,0.00001781816,0.0030379498],"genre_scores_gemma":[0.9980821,0.0000316826,0.0010338253,0.00021312096,0.00005042339,0.000012742719,0.00009384511,0.000025186295,0.00045704804],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988796,0.000065303204,0.0003583909,0.0002348729,0.0002814932,0.00018031937],"domain_scores_gemma":[0.99937594,0.00019481729,0.00010271322,0.00021538803,0.00004956246,0.0000615943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035151723,0.00011694909,0.00035535631,0.00006877368,0.000013992377,0.00004490587,0.00013852766,0.00005875405,0.000061897714],"category_scores_gemma":[0.00009794428,0.00009271471,0.000025150935,0.00028364643,0.00007582189,0.0002654848,0.00014330687,0.0002233093,0.0000019918596],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043248807,0.000061700026,0.97800446,0.00021299938,0.00006382844,0.000026598907,0.00026887385,0.00005072881,0.000067403766,0.000022375021,0.009338144,0.011450386],"study_design_scores_gemma":[0.0031392435,0.00034155906,0.9929867,0.0007438467,0.000047388028,0.0000014344059,0.000040287123,0.0011837507,0.00005069042,0.000034107026,0.0013465711,0.00008446279],"about_ca_topic_score_codex":0.00030572244,"about_ca_topic_score_gemma":0.0000877521,"teacher_disagreement_score":0.014982185,"about_ca_system_score_codex":0.00003725509,"about_ca_system_score_gemma":0.000039628452,"threshold_uncertainty_score":0.37807962},"labels":[],"label_agreement":null},{"id":"W4390562993","doi":"10.1016/j.cjca.2024.01.001","title":"Yes, Frailty Matters: Time for Action","year":2024,"lang":"en","type":"editorial","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"St Joseph's Health Care; Western University; University of Waterloo","funders":"","keywords":"Medicine; Action (physics)","score_opus":0.023406859888000953,"score_gpt":0.29906734715953487,"score_spread":0.2756604872715339,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390562993","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000064601445,0.0027845337,0.00072244887,0.009615049,0.98272425,0.00035462686,0.001006947,0.000018299075,0.0027092458],"genre_scores_gemma":[0.00045590178,0.00016651866,0.00034195933,0.00047865105,0.98477143,0.000014760063,0.00046107866,0.00010440281,0.013205318],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982407,0.000088503904,0.000599531,0.00027492552,0.00030184432,0.0004944987],"domain_scores_gemma":[0.9972596,0.0005487173,0.00028883255,0.00030825892,0.00080557395,0.00078901637],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00053292286,0.00028755056,0.0012356329,0.00068645156,0.000057021807,0.000048034435,0.00026147475,0.0012871884,0.00012426973],"category_scores_gemma":[0.0016740327,0.00025837487,0.00069293124,0.000111235815,0.00015709347,0.00006988728,0.000013127613,0.0015716671,0.000278021],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009958625,8.6555923e-7,0.000014179424,0.00035958347,0.0008611718,0.000613984,0.000056268545,0.00001981877,0.00006944167,0.0000044605313,0.99287117,0.005029472],"study_design_scores_gemma":[0.0010139152,0.00068423146,0.00004872602,0.000692669,0.0010136202,0.0011216304,0.000029141487,0.0000072743233,0.000018231442,0.00028983978,0.9948864,0.00019434614],"about_ca_topic_score_codex":0.0006494666,"about_ca_topic_score_gemma":0.0015238277,"teacher_disagreement_score":0.010496072,"about_ca_system_score_codex":0.0009847016,"about_ca_system_score_gemma":0.0069857733,"threshold_uncertainty_score":0.9999868},"labels":[],"label_agreement":null},{"id":"W4390572368","doi":"10.1097/spc.0000000000000688","title":"Bridging research gaps in geriatric oncology: unraveling the potential of pragmatic clinical trials","year":2023,"lang":"en","type":"review","venue":"Current Opinion in Supportive and Palliative Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Clinical trial; Bridging (networking); Randomized controlled trial; Health care; Alternative medicine; MEDLINE; Intensive care medicine; Internal medicine; Pathology","score_opus":0.5657425988419518,"score_gpt":0.6211391971609282,"score_spread":0.055396598318976475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390572368","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030121053,0.98982584,0.00007007096,0.00026402852,0.0041797035,0.0048528486,0.00039670925,0.000021099248,0.000088508525],"genre_scores_gemma":[0.0006381329,0.99609476,0.000045491146,0.000008810993,0.0013882585,0.0005135899,0.0011960423,0.00005852948,0.00005636881],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9857829,0.007903051,0.004103322,0.0008300431,0.0007836459,0.0005970241],"domain_scores_gemma":[0.98736405,0.009598188,0.0016086794,0.00046944362,0.00077665114,0.00018298159],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.014391911,0.00044049657,0.0041075754,0.0010801079,0.00008817628,0.000030234114,0.0003099072,0.00055480713,0.00006273268],"category_scores_gemma":[0.015725091,0.0002903278,0.0007258488,0.0017594035,0.00046328688,0.000059164464,0.0003517784,0.0028547389,0.000045781],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009900403,0.00018846184,0.004705657,0.07798843,0.00020523624,0.000037434424,0.0030230873,0.0000019551007,2.2221619e-7,0.000078735815,0.002692405,0.9109794],"study_design_scores_gemma":[0.004221491,0.00097434426,0.014644888,0.20883934,0.00082808564,0.000016763168,0.007371555,0.0001560529,9.804837e-7,0.0002270269,0.76222265,0.0004968465],"about_ca_topic_score_codex":0.000044659067,"about_ca_topic_score_gemma":0.000025278876,"teacher_disagreement_score":0.9104825,"about_ca_system_score_codex":0.00049946323,"about_ca_system_score_gemma":0.0022234076,"threshold_uncertainty_score":0.9999549},"labels":[],"label_agreement":null},{"id":"W4390618025","doi":"10.1007/s10029-023-02944-3","title":"The modified frailty index predicts postoperative morbidity in elective hernia repair patients: analysis of the national inpatient sample 2015–2019","year":2024,"lang":"en","type":"article","venue":"Hernia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Hamilton General Hospital; Impact; McMaster University","funders":"","keywords":"Medicine; Abdominal surgery; Odds ratio; Healthcare Cost and Utilization Project; Surgery; Frailty Index; Retrospective cohort study; Hernia; Internal medicine; Health care","score_opus":0.025081172926095734,"score_gpt":0.30673487919051545,"score_spread":0.2816537062644197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390618025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939646,0.00040890402,0.00016451748,0.0021001853,0.00034772864,0.00088568963,0.00072718866,0.00009111241,0.0013100889],"genre_scores_gemma":[0.9981458,0.000045303317,0.000060961338,0.00053212105,0.00006563891,0.000079680634,0.00015977984,0.000024682073,0.0008860317],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975096,0.00023349466,0.0005224734,0.0004149639,0.0010415785,0.00027789958],"domain_scores_gemma":[0.99814445,0.0006334736,0.00013394226,0.0004144868,0.00059517316,0.000078458805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004408637,0.00020654881,0.00035497424,0.00026407914,0.0001339073,0.000032801745,0.00022169249,0.00013791128,0.00009430748],"category_scores_gemma":[0.0014583464,0.00012170577,0.00028275754,0.0017226458,0.0001726909,0.00012606758,0.00012319181,0.0005115085,0.000022996113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057735306,0.00072015735,0.95576656,0.000071607814,0.0024801265,0.0000073609426,0.0059623197,0.0055565387,0.00034134474,0.00063039456,0.024991024,0.0028952134],"study_design_scores_gemma":[0.0010071071,0.00024929116,0.91640174,0.00012131537,0.0002815454,0.0000014167682,0.0001004422,0.07513431,0.00022808893,0.00026962906,0.006089943,0.00011514753],"about_ca_topic_score_codex":0.0021811817,"about_ca_topic_score_gemma":0.00517535,"teacher_disagreement_score":0.06957777,"about_ca_system_score_codex":0.00057039806,"about_ca_system_score_gemma":0.00041013458,"threshold_uncertainty_score":0.49630174},"labels":[],"label_agreement":null},{"id":"W4390638210","doi":"10.1007/s11357-023-01055-2","title":"Prognostic accuracy of 70 individual frailty biomarkers in predicting mortality in the Canadian Longitudinal Study on Aging","year":2024,"lang":"en","type":"article","venue":"GeroScience","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Nova Scotia Health Research Foundation","keywords":"Biomarker; Medicine; Internal medicine; Cohort; Red blood cell distribution width; Blood test; Longitudinal study; Cohort study; Oncology; Gerontology; Demography; Pathology; Biology","score_opus":0.15082468698794296,"score_gpt":0.39330602093677675,"score_spread":0.24248133394883378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390638210","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9964398,0.000092552626,0.000013808263,0.0012646376,0.00029251483,0.0010070484,0.000027886055,0.0000297217,0.0008320416],"genre_scores_gemma":[0.99965113,0.0000019429128,0.000052611824,0.00017601743,0.000038058613,0.00005037513,0.000004955294,0.000008654316,0.000016271435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979111,0.000114924296,0.00033660576,0.00044277357,0.0007736355,0.00042096464],"domain_scores_gemma":[0.998896,0.0005492248,0.000052548887,0.00035645455,0.00003159401,0.000114154325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020277076,0.0001309726,0.00017759665,0.00043354748,0.00009943182,0.00010254328,0.0003775172,0.000047758534,0.000014313878],"category_scores_gemma":[0.002166459,0.00009462539,0.00003425938,0.0016045389,0.00022734841,0.00018756597,0.00006105704,0.00039919175,0.0000073069355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060081015,0.0001589513,0.9882338,0.000059896156,0.000017215107,0.00034426645,0.008712818,0.000027347809,0.00016861783,0.00003184659,0.0000708527,0.0021683874],"study_design_scores_gemma":[0.0003526377,0.0003076443,0.99455875,0.0006046495,0.000033041328,0.000026399905,0.0025708314,0.0012887326,0.00011273076,0.000039600585,0.000023243845,0.00008174597],"about_ca_topic_score_codex":0.10765728,"about_ca_topic_score_gemma":0.37789264,"teacher_disagreement_score":0.27023536,"about_ca_system_score_codex":0.00020535318,"about_ca_system_score_gemma":0.00068574346,"threshold_uncertainty_score":0.8982849},"labels":[],"label_agreement":null},{"id":"W4390638606","doi":"10.1093/eurjcn/zvad126","title":"Why isn’t frailty being assessed on an ongoing basis within the cardiac setting?","year":2024,"lang":"en","type":"letter","venue":"European Journal of Cardiovascular Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Medicine; Metropolitan area; Gerontology; Nursing homes; Library science; Family medicine; Nursing; Pathology","score_opus":0.021956832628734244,"score_gpt":0.26969762631440963,"score_spread":0.2477407936856754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390638606","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009443861,0.032394033,0.0052887597,0.8631304,0.020621795,0.0013559449,0.00006089554,0.00038190797,0.067322426],"genre_scores_gemma":[0.06304375,0.0007693704,0.009139748,0.8083377,0.11295163,0.000010340854,0.0002791919,0.0022883106,0.0031799695],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98896563,0.004595571,0.0014986346,0.00085906795,0.003288838,0.00079223205],"domain_scores_gemma":[0.9956069,0.0003948951,0.0008127398,0.0021865864,0.00066989363,0.00032898388],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007698027,0.00089218275,0.0020099913,0.00071283866,0.00036092836,0.0005935158,0.0009299743,0.00036011596,0.000038640777],"category_scores_gemma":[0.0008076918,0.0006363268,0.0047704824,0.0005381285,0.00030512112,0.00034306766,0.00009948291,0.00846329,0.00012550419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079956626,0.000058623922,0.000021123207,0.00045572742,0.009053278,0.021025721,0.0026042662,0.001331828,0.00012730043,0.0000071793047,0.8983499,0.06688509],"study_design_scores_gemma":[0.0012611453,0.0008234981,0.00061792583,0.017530868,0.01048861,0.0048310775,0.00048543856,0.00013570371,0.00061325287,0.00005416921,0.96250653,0.0006517725],"about_ca_topic_score_codex":0.0000142841345,"about_ca_topic_score_gemma":3.8263607e-7,"teacher_disagreement_score":0.09232983,"about_ca_system_score_codex":0.00072344235,"about_ca_system_score_gemma":0.00039907612,"threshold_uncertainty_score":0.9996088},"labels":[],"label_agreement":null},{"id":"W4390705760","doi":"10.1016/j.cjca.2024.01.005","title":"Exercise as a Therapeutic Tool in Age-Related Frailty and Cardiovascular Disease: Challenges and Strategies","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Exercise prescription; Disease; Quality of life (healthcare); Physical therapy; Stressor; Rehabilitation; Referral; Medical prescription; Gerontology; Intensive care medicine; Physical medicine and rehabilitation; Nursing; Internal medicine","score_opus":0.06539716715083622,"score_gpt":0.31416803475597416,"score_spread":0.24877086760513795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390705760","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016385083,0.99600226,0.0000049434498,0.00047337264,0.0006013667,0.00058930507,0.000038099064,0.000010665719,0.0021161214],"genre_scores_gemma":[0.010862119,0.9883301,0.000014147556,0.000029209607,0.00043997038,0.000026860198,0.000016500224,0.00006879217,0.0002122881],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978389,0.0003437905,0.000747411,0.00042336315,0.00020684693,0.00043970085],"domain_scores_gemma":[0.9984672,0.00011554555,0.00014276654,0.0004570642,0.0000988698,0.0007185259],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006612236,0.00044143188,0.0034289518,0.00088236976,0.00003654915,0.00006083537,0.00017115677,0.0005478638,0.000013103023],"category_scores_gemma":[0.00016583626,0.00033383394,0.00093894394,0.00018708785,0.000435738,0.00009378661,0.0000310763,0.0012091412,0.000014920974],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016065947,0.0000015301808,0.000013394555,0.009357155,0.0035894918,0.015892342,0.00034005742,0.000023137149,6.581079e-8,0.00057701115,0.00046016963,0.9697296],"study_design_scores_gemma":[0.00060541887,0.00017433289,0.00089058245,0.02447427,0.01008698,0.00888252,0.0002905389,0.000001376487,1.7532846e-8,0.0024292255,0.9518845,0.00028021308],"about_ca_topic_score_codex":0.0003798596,"about_ca_topic_score_gemma":0.00066754397,"teacher_disagreement_score":0.96944934,"about_ca_system_score_codex":0.0002034406,"about_ca_system_score_gemma":0.0041492973,"threshold_uncertainty_score":0.99991137},"labels":[],"label_agreement":null},{"id":"W4390718140","doi":"10.1111/ggi.14798","title":"A new opportunity for patient selection and optimization: Systematic review of cognitive frailty in patients undergoing left ventricular assist device implantation","year":2024,"lang":"en","type":"review","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cognition; Cognitive decline; MEDLINE; Meta-analysis; Inclusion and exclusion criteria; Systematic review; Emergency medicine; Internal medicine; Gerontology; Physical therapy; Dementia; Disease; Psychiatry; Pathology; Alternative medicine","score_opus":0.045865367992948936,"score_gpt":0.3522261419386408,"score_spread":0.3063607739456919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390718140","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00037470713,0.9766433,0.012536229,0.0009260435,0.0034151098,0.004845913,0.00084795296,0.000073235824,0.00033749436],"genre_scores_gemma":[0.00083915005,0.98655236,0.0057387725,0.0004537771,0.00036634228,0.00046490543,0.005109278,0.0000967639,0.00037864034],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9944165,0.00038017624,0.0028365264,0.0011422306,0.0007376328,0.00048695403],"domain_scores_gemma":[0.99425364,0.0015173104,0.0021908197,0.0002969484,0.0014395112,0.00030177174],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00078550586,0.00079433934,0.002968613,0.0015008431,0.000103296894,0.00010107362,0.0003934621,0.00087234983,0.0002166665],"category_scores_gemma":[0.004327055,0.00073175156,0.0005107865,0.00051989336,0.00010138489,0.00030319206,0.0002799394,0.0006510638,0.000009936782],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005741924,0.0009451674,0.0039357003,0.8609255,0.0064039407,0.00021715272,0.00093511696,0.000038531445,3.277352e-7,0.001982316,0.005627379,0.11841469],"study_design_scores_gemma":[0.018586677,0.0039809435,0.0026935188,0.8168288,0.042796455,0.00908122,0.00068405655,0.00498747,0.000005341605,0.0011850416,0.09545923,0.0037112623],"about_ca_topic_score_codex":0.00014451188,"about_ca_topic_score_gemma":0.00034741499,"teacher_disagreement_score":0.11470343,"about_ca_system_score_codex":0.0008760563,"about_ca_system_score_gemma":0.0012724395,"threshold_uncertainty_score":0.9995133},"labels":[],"label_agreement":null},{"id":"W4390744479","doi":"10.1097/xcs.0000000000000965","title":"Frail Patients Undergoing Optimization Before Surgery: Preliminary Results","year":2024,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; General surgery; Surgery; Intensive care medicine","score_opus":0.013167877843373798,"score_gpt":0.25453521964679543,"score_spread":0.24136734180342162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390744479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97440135,0.00036436747,0.00041057146,0.021634791,0.0016807948,0.0003141495,0.000329738,0.000036973743,0.0008272817],"genre_scores_gemma":[0.9958678,0.00020419872,0.0020341864,0.00022857745,0.00014293785,0.0000021240805,0.000010948878,0.000039331604,0.0014698927],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99781,0.00013755345,0.00094894244,0.00016568373,0.00069969345,0.00023813795],"domain_scores_gemma":[0.9968427,0.0012338925,0.0009512277,0.00035036445,0.00047431563,0.00014754548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006081308,0.0001662053,0.000625727,0.00039568692,0.00008081005,0.000015272948,0.00020021426,0.000047203263,0.000035017067],"category_scores_gemma":[0.00193461,0.000110482375,0.0004971083,0.0011900928,0.000264298,0.00018730093,0.0000846951,0.00034390818,0.000004049549],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008160629,0.0013236665,0.28721106,0.0008736796,0.0016476728,0.0009696754,0.0014422124,0.016197452,0.0001699475,0.0001500301,0.6491544,0.03269957],"study_design_scores_gemma":[0.00559493,0.010107674,0.9097706,0.013867684,0.0017026317,0.0024988109,0.0026374455,0.015452046,0.0016087109,0.00045014214,0.03562452,0.000684775],"about_ca_topic_score_codex":0.000053027823,"about_ca_topic_score_gemma":0.000029705312,"teacher_disagreement_score":0.62255955,"about_ca_system_score_codex":0.00019650739,"about_ca_system_score_gemma":0.0008601218,"threshold_uncertainty_score":0.45053405},"labels":[],"label_agreement":null},{"id":"W4390871059","doi":"10.1016/j.jgo.2024.101703","title":"How representative are participants in geriatric oncology clinical trials? The case of the 5C RCT in geriatric oncology: A cross-sectional comparison to a geriatric oncology clinic","year":2024,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Canadian Cancer Society Research Institute","keywords":"Medicine; Geriatric oncology; Internal medicine; Randomized controlled trial; Oncology; Geriatrics; Clinical Oncology; Cross-sectional study; Clinical trial; Family medicine; Cancer; Pathology; Psychiatry","score_opus":0.24157346949374375,"score_gpt":0.5487183787028652,"score_spread":0.30714490920912146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390871059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9296068,0.006937782,0.00023066113,0.039223764,0.018203221,0.003973573,0.00011485297,0.00006780496,0.0016415616],"genre_scores_gemma":[0.9848983,0.0022242845,0.0022569683,0.0014239671,0.0069763744,0.00034293064,0.000012690585,0.00013019302,0.0017342772],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.96592724,0.018186262,0.01123325,0.0015992977,0.0011798518,0.0018740897],"domain_scores_gemma":[0.9532185,0.03544801,0.0076031648,0.0013451383,0.0013591873,0.0010259635],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.037231408,0.00092181447,0.006715036,0.0032232022,0.00030923082,0.00019088767,0.0015116299,0.002622663,0.00080724707],"category_scores_gemma":[0.035507802,0.0005990891,0.0022267338,0.0070323343,0.0011552691,0.0005079961,0.0008658697,0.0063858293,0.00018174708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.032318324,0.012368479,0.6190191,0.00074287254,0.0025498949,0.05186195,0.009710409,0.0017058321,0.0012806155,0.00015695156,0.14229427,0.12599133],"study_design_scores_gemma":[0.031462144,0.027999025,0.71601975,0.0003095331,0.0029108473,0.029784087,0.0080983415,0.0018418476,0.00014879147,0.0009577464,0.17964652,0.0008213617],"about_ca_topic_score_codex":0.0007442932,"about_ca_topic_score_gemma":0.0046142167,"teacher_disagreement_score":0.12516996,"about_ca_system_score_codex":0.0064086844,"about_ca_system_score_gemma":0.012761556,"threshold_uncertainty_score":0.99964607},"labels":[],"label_agreement":null},{"id":"W4390956099","doi":"10.14283/jpad.2024.20","title":"Roles of Baseline Intrinsic Capacity and its Subdomains on the Overall Efficacy of Multidomain Intervention in Promoting Healthy Aging among Community-Dwelling Older Adults: Analysis from a Nationwide Cluster-Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"The Journal of Prevention of Alzheimer s Disease","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Psychological intervention; Randomized controlled trial; Gerontology; Cognition; Medicine; Physical therapy; Physical medicine and rehabilitation; Psychology; Cognitive impairment; Psychiatry; Internal medicine","score_opus":0.024105624580662278,"score_gpt":0.3103409199612677,"score_spread":0.28623529538060544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390956099","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847793,0.0075516677,0.002549404,0.0016104075,0.00014007204,0.0033140788,0.00003902338,0.000010225182,0.0000058280475],"genre_scores_gemma":[0.99927586,0.0002685847,0.00021125477,0.00005476058,0.000106606916,0.00003167759,0.000024532128,0.000018426035,0.000008266854],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9908438,0.005968064,0.002269363,0.00014295064,0.0006265096,0.00014931195],"domain_scores_gemma":[0.9906219,0.0066422145,0.0018889391,0.00030794795,0.00040945245,0.00012952744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011685466,0.00020101664,0.0013951712,0.0006711598,0.00008467791,0.000020504394,0.00020120897,0.00006272124,0.000062916224],"category_scores_gemma":[0.0042139087,0.000117956086,0.001095379,0.00045290627,0.00019684358,0.00020530842,0.00006411226,0.0006388098,3.8848842e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9620491,0.0035701857,0.0018561383,0.0007510159,0.010653612,0.000011938407,0.012799732,0.00264114,0.0005416204,0.0001375123,0.000015116282,0.004972833],"study_design_scores_gemma":[0.795633,0.0008498344,0.042933267,0.012114626,0.01983073,0.0000042012525,0.00144297,0.1242746,0.0018871329,0.00089678954,6.563739e-7,0.00013214917],"about_ca_topic_score_codex":0.00036987144,"about_ca_topic_score_gemma":0.00029130137,"teacher_disagreement_score":0.16641611,"about_ca_system_score_codex":0.000046934772,"about_ca_system_score_gemma":0.00011447329,"threshold_uncertainty_score":0.50447464},"labels":[],"label_agreement":null},{"id":"W4390957148","doi":"10.5334/ijic.icic23533","title":"Healthy Aging in Algoma: Tests of Change Program","year":2023,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; Essar Steel Algoma (Canada)","funders":"","keywords":"Referral; Medicine; Population; Health care; Gerontology; Geriatrics; Integrated care; Population ageing; Nursing; Family medicine","score_opus":0.056675838670991484,"score_gpt":0.3860732056212781,"score_spread":0.32939736695028665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390957148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.989472,0.00090101757,0.000015921521,0.0073579415,0.0012147716,0.00029290322,0.00004450165,0.000053117645,0.0006478683],"genre_scores_gemma":[0.99775445,0.00025531003,0.0009832081,0.00042434677,0.0003485363,0.00001775931,0.00009241616,0.000019786301,0.00010418989],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99839145,0.00003996915,0.0006160929,0.00011379604,0.00065609685,0.00018260392],"domain_scores_gemma":[0.9974844,0.00008366614,0.00031532586,0.00010517917,0.0019104546,0.000100961784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023037597,0.00011673492,0.0002915983,0.0008612167,0.000010740753,0.00001679017,0.00026783644,0.00007781765,0.00006470374],"category_scores_gemma":[0.00043627925,0.00009306597,0.00013494396,0.00058840873,0.00004799338,0.0001463594,0.00003970475,0.000416483,0.000017761837],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075711624,0.00052390934,0.41757178,0.000256457,0.0003557419,0.0033013641,0.008588392,0.000059377824,0.0046095285,0.000120058925,0.0050535244,0.5588027],"study_design_scores_gemma":[0.012149351,0.004521413,0.8896324,0.01021605,0.00011369206,0.002603169,0.032820325,0.0015763994,0.015127901,0.00029395215,0.030550702,0.00039461465],"about_ca_topic_score_codex":0.00049937854,"about_ca_topic_score_gemma":0.00033945224,"teacher_disagreement_score":0.55840814,"about_ca_system_score_codex":0.00061277574,"about_ca_system_score_gemma":0.00039845865,"threshold_uncertainty_score":0.37951204},"labels":[],"label_agreement":null},{"id":"W4390960807","doi":"","title":"Frailty in Older Patients with Acute Coronary Syndrome in Vietnam","year":2019,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Acute coronary syndrome; Medicine; Cardiology; Internal medicine; Myocardial infarction","score_opus":0.097916123417461,"score_gpt":0.47363513276379793,"score_spread":0.37571900934633695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390960807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99123144,0.0021715655,0.000014262503,0.00036993474,0.00048010133,0.0021217412,0.00005846746,0.000034646237,0.0035178636],"genre_scores_gemma":[0.99616355,0.0011368303,0.0002579718,0.0006848002,0.000031691958,0.00007112497,0.000073177835,0.00009758182,0.0014832651],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962114,0.0001886213,0.0011138043,0.00067634776,0.0011722388,0.00063756044],"domain_scores_gemma":[0.9976868,0.00021922351,0.00061072235,0.00083562604,0.00030507916,0.00034254926],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006597543,0.00045776716,0.0013541086,0.0012621235,0.00005938669,0.0002549288,0.0015892731,0.00021039913,0.013456697],"category_scores_gemma":[0.00014547711,0.00037768143,0.00014305233,0.0014756792,0.00012982253,0.002211655,0.0006783437,0.00092954084,0.0001331375],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010932492,0.0011793186,0.983107,0.00018939577,0.00025385254,0.000923424,0.00026633273,0.00007247085,0.0022489997,0.0000062102827,0.0055678943,0.0050918893],"study_design_scores_gemma":[0.0073267613,0.00012551252,0.9873133,0.0027392567,0.00009666201,0.000175406,0.000060982406,0.000048643247,0.00061327335,0.00022569815,0.0008257219,0.00044883142],"about_ca_topic_score_codex":0.0006633572,"about_ca_topic_score_gemma":0.00023287896,"teacher_disagreement_score":0.013323559,"about_ca_system_score_codex":0.00032560987,"about_ca_system_score_gemma":0.00026700553,"threshold_uncertainty_score":0.9998675},"labels":[],"label_agreement":null},{"id":"W4391006356","doi":"10.1097/ana.0000000000000953","title":"Frailty: Implications for Neuroanesthesia","year":2024,"lang":"en","type":"article","venue":"Journal of Neurosurgical Anesthesiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia; Providence Health Care; Vancouver General Hospital","funders":"","keywords":"Medicine; Prehabilitation; Psychological intervention; Perioperative; Intensive care medicine; Disease; Multidisciplinary approach; MEDLINE; Frailty Index; Population; Intervention (counseling); Physical therapy; Gerontology; Surgery; Internal medicine; Psychiatry","score_opus":0.05584625206258392,"score_gpt":0.3397691879276131,"score_spread":0.2839229358650292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391006356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9185674,0.001398201,0.0007049342,0.07792975,0.0005689668,0.00035865465,0.0000070847104,0.0000948424,0.00037012884],"genre_scores_gemma":[0.99239117,0.00024049076,0.0014914849,0.00377873,0.00083028304,0.000021118069,0.0000060344414,0.000050031253,0.0011906398],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985757,0.00009123168,0.00064809783,0.00025239986,0.00014814867,0.00028441046],"domain_scores_gemma":[0.9979905,0.0011639572,0.00014470326,0.00023768822,0.00022533261,0.00023784689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002811302,0.00016917584,0.00051676086,0.0002289988,0.000053799566,0.00003441996,0.00019172642,0.00015606004,0.00007066189],"category_scores_gemma":[0.00046602555,0.00011686068,0.00043055296,0.00024631852,0.0001418471,0.00009734449,0.000018327444,0.00041921125,0.000038161852],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005978146,0.0024258574,0.10130018,0.0018108116,0.0006873553,0.028974041,0.0005754835,0.00023668824,0.1666271,0.06772842,0.1925605,0.43109542],"study_design_scores_gemma":[0.00092418696,0.0032232234,0.24672967,0.00011328924,0.00016610514,0.06429112,0.000006065234,0.00022059941,0.00042395052,0.0037399363,0.6800426,0.00011924247],"about_ca_topic_score_codex":7.473548e-7,"about_ca_topic_score_gemma":2.2843298e-7,"teacher_disagreement_score":0.48748213,"about_ca_system_score_codex":0.000030357547,"about_ca_system_score_gemma":0.0001755862,"threshold_uncertainty_score":0.47654405},"labels":[],"label_agreement":null},{"id":"W4391016866","doi":"10.2196/52996","title":"Quality and Accessibility of Home Assessment mHealth Apps for Community Living: Systematic Review","year":2024,"lang":"en","type":"review","venue":"JMIR mhealth and uhealth","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Android (operating system); Quality (philosophy); Internet privacy; App store; Computer science; World Wide Web; Medicine; Psychological intervention; Nursing","score_opus":0.2772398955540847,"score_gpt":0.554584387005338,"score_spread":0.2773444914512533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391016866","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027932244,0.97778755,0.000049634007,0.001567703,0.00034728873,0.018951891,0.00070709264,0.00013429466,0.00017520947],"genre_scores_gemma":[0.0011221993,0.9931163,0.0007624597,0.0017277513,0.00013866097,0.0024075466,0.00037846444,0.00011249521,0.00023411277],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9891964,0.0037201208,0.004603768,0.0009291914,0.00068553747,0.00086498796],"domain_scores_gemma":[0.9902283,0.0036888742,0.0026279944,0.0019096611,0.00032650787,0.0012186761],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.013905434,0.0008413177,0.009529117,0.00033807277,0.0003929498,0.000053936463,0.00039952455,0.0005334286,0.000015140479],"category_scores_gemma":[0.0015040057,0.00058384234,0.0005770903,0.00062639517,0.00025631758,0.00011211014,0.00032622402,0.0022965816,0.0000066637513],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017829077,0.00035400907,0.00009095578,0.8960981,0.00015511231,0.0000018380415,0.000296511,1.8534062e-9,1.3347675e-8,0.000366367,0.0018050394,0.100814275],"study_design_scores_gemma":[0.00056957244,0.001060345,0.0029369981,0.9643268,0.009086829,0.00017512315,0.00019339121,0.000012994018,1.1283601e-8,0.00031486503,0.020919943,0.00040310298],"about_ca_topic_score_codex":0.0004441031,"about_ca_topic_score_gemma":0.00011010817,"teacher_disagreement_score":0.10041117,"about_ca_system_score_codex":0.0008653508,"about_ca_system_score_gemma":0.0043718116,"threshold_uncertainty_score":0.9996613},"labels":[],"label_agreement":null},{"id":"W4391062890","doi":"10.37506/bq4npd39","title":"Effect of Obstacle Training in Frailty among Geriatric Population","year":2024,"lang":"en","type":"article","venue":"Indian Journal of Physiotherapy and Occupational Therapy - An International Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tinetti test; Obstacle; Medicine; Population; Balance (ability); Physical medicine and rehabilitation; Physical therapy; Gerontology; Berg Balance Scale; Geriatrics; Gait; Calisthenics; Environmental health","score_opus":0.02839148163553543,"score_gpt":0.38112662449293944,"score_spread":0.352735142857404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391062890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960807,0.0017398396,0.00030699646,0.000391551,0.0012265152,0.00017417429,0.000022552593,0.000011742766,0.000045918543],"genre_scores_gemma":[0.9959709,0.0013646074,0.0006399947,0.00015386684,0.0017569442,0.0000032394678,0.000025427053,0.000033514138,0.00005151407],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976858,0.00022915314,0.000864647,0.000174241,0.0008609165,0.00018527335],"domain_scores_gemma":[0.9985605,0.00032594573,0.00047936378,0.00009689156,0.00034806193,0.00018925956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010272112,0.00020452528,0.0004247652,0.0010169795,0.00005959264,0.00015044399,0.00023778851,0.00011468824,0.00031543456],"category_scores_gemma":[0.00009518016,0.00015590314,0.0002580178,0.00029416193,0.00008851149,0.0011290305,0.00000987835,0.0005437766,0.0000014767913],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068377177,0.00029819517,0.36358556,0.00010433792,0.0008744175,0.00081351167,0.008590795,0.0006921476,0.017780395,0.00032934785,0.00011573698,0.59997785],"study_design_scores_gemma":[0.006258609,0.0032540583,0.97710526,0.0012901984,0.00003428654,0.003400513,0.00022002491,0.0010383346,0.0042419457,0.0022805948,0.0006752248,0.00020092816],"about_ca_topic_score_codex":0.000059638318,"about_ca_topic_score_gemma":0.000018068256,"teacher_disagreement_score":0.6135197,"about_ca_system_score_codex":0.00018244745,"about_ca_system_score_gemma":0.00032830224,"threshold_uncertainty_score":0.6357545},"labels":[],"label_agreement":null},{"id":"W4391065481","doi":"10.37586/2686-8636-4-2023-233-238","title":"Comprehensive Geriatric Assessment of Older and Oldest-Old Patients in the Perioperative Period. Russian Gerontology Research and Clinical Centre Experience","year":2024,"lang":"en","type":"article","venue":"Russian Journal of Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatric Depression Scale; Activities of daily living; Geriatrics; Perioperative; Physical therapy; Psychological intervention; Timed Up and Go test; Gerontology; Depression (economics); Population; Cognition; Surgery; Psychiatry","score_opus":0.06994626023465977,"score_gpt":0.43263526212119596,"score_spread":0.3626890018865362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391065481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9645691,0.010528377,0.00008937649,0.021221163,0.0009743481,0.0008516001,0.000008212946,0.000010511755,0.0017473367],"genre_scores_gemma":[0.99232274,0.0048138397,0.0012410646,0.0003295811,0.00086098904,0.000010109791,0.000007723509,0.00002933334,0.00038462548],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952819,0.00087437994,0.0017028035,0.00048115884,0.0011694203,0.0004903604],"domain_scores_gemma":[0.9971553,0.0012870723,0.0003912367,0.00038076658,0.0003879621,0.0003976472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022009453,0.0003006075,0.0011419179,0.0008609106,0.00012743985,0.000058136844,0.00029608596,0.00021273806,0.00026783804],"category_scores_gemma":[0.00058475515,0.00017101441,0.00011941866,0.0011578618,0.0012087169,0.00022076478,0.00011552114,0.0014445514,0.0000024348149],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011008995,0.001613625,0.83166665,0.0018219491,0.0005524677,0.0038779029,0.1115225,0.000003254662,0.0005294796,0.0074442853,0.006647648,0.033219367],"study_design_scores_gemma":[0.006365961,0.0048508877,0.9709417,0.0012089367,0.00020093827,0.0013721285,0.010589176,0.00029611163,0.000012135039,0.000120881545,0.0038858133,0.00015532733],"about_ca_topic_score_codex":0.00012645341,"about_ca_topic_score_gemma":0.000026597636,"teacher_disagreement_score":0.13927509,"about_ca_system_score_codex":0.00017101764,"about_ca_system_score_gemma":0.00042985883,"threshold_uncertainty_score":0.6973765},"labels":[],"label_agreement":null},{"id":"W4391100185","doi":"10.1016/j.clnu.2024.01.020","title":"The impact of prehabilitation on outcomes in frail and high-risk patients undergoing major abdominal surgery: A systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Clinical Nutrition","topic":"Frailty in Older Adults","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Waterloo","funders":"NIHR Nottingham Biomedical Research Centre; Ministerstvo Obrany České Republiky; Versus Arthritis; Medical Research Council; National Institute for Health and Care Research","keywords":"Prehabilitation; Medicine; Observational study; Meta-analysis; Cochrane Library; Odds ratio; Randomized controlled trial; MEDLINE; Abdominal surgery; Physical therapy; Internal medicine; Surgery","score_opus":0.10848530198579488,"score_gpt":0.4458159857061393,"score_spread":0.3373306837203444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391100185","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013295797,0.992246,0.0000041244843,0.0007635588,0.00006827053,0.0052826176,0.0002840089,0.000017660941,0.0000041800613],"genre_scores_gemma":[0.0040645422,0.99466676,0.00012799141,0.00006549561,0.00002636383,0.00073521736,0.0002126995,0.000034005694,0.00006693941],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9935804,0.001977391,0.0033020547,0.00056741416,0.00038329372,0.00018942288],"domain_scores_gemma":[0.9742965,0.023502642,0.0012829729,0.0006239322,0.00017115842,0.00012281316],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0033343558,0.00042117058,0.009728014,0.0004210848,0.00004668965,0.000041237206,0.00009544299,0.00030529723,0.000017217528],"category_scores_gemma":[0.014776289,0.00019970558,0.0043985397,0.00075731165,0.00017107325,0.00006566297,0.000053471034,0.0006159509,0.000013661236],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036142847,0.0005679794,0.0024997261,0.9219401,0.062996335,0.0000042915426,0.000013810823,8.099061e-8,1.4295514e-9,0.000010019195,0.0008932578,0.011038271],"study_design_scores_gemma":[0.00072457886,0.0007618346,0.004919557,0.20127402,0.791579,0.00000494152,0.000009928862,0.000010433224,8.52103e-9,0.00035557256,0.00019529465,0.00016482327],"about_ca_topic_score_codex":0.00007827339,"about_ca_topic_score_gemma":0.00007933922,"teacher_disagreement_score":0.7285827,"about_ca_system_score_codex":0.00016123349,"about_ca_system_score_gemma":0.00012198338,"threshold_uncertainty_score":0.99352264},"labels":[],"label_agreement":null},{"id":"W4391137625","doi":"10.1097/sla.0000000000006214","title":"Provider Perceptions Regarding Cardiopulmonary Resuscitation in Surgical Patients With Frailty","year":2024,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Perioperative; Cardiopulmonary resuscitation; Thematic analysis; Anesthesiology; MEDLINE; Intensive care medicine; Population; Resuscitation; Qualitative research; Medical emergency; Emergency medicine; Psychiatry; Surgery","score_opus":0.12887462199776425,"score_gpt":0.34616454398834207,"score_spread":0.2172899219905778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391137625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918212,0.0007095536,0.00001352236,0.0034903537,0.00023813442,0.00026444497,0.00003419933,0.00007618,0.003352391],"genre_scores_gemma":[0.99867034,0.0001742885,0.00010720702,0.00014207554,0.00012854973,0.000027307868,0.00014568557,0.000028393477,0.0005761641],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99857336,0.000069388625,0.0003877084,0.00028383685,0.00043831635,0.0002474057],"domain_scores_gemma":[0.9988788,0.00050488225,0.00004907132,0.00023465272,0.00023898258,0.000093632305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044913852,0.00012921133,0.00036429593,0.00040000293,0.000028216713,0.000018945746,0.000037881524,0.000089172136,0.000076832635],"category_scores_gemma":[0.00026458377,0.00010225113,0.0001744114,0.000522913,0.00008653956,0.0002864266,0.000022033619,0.00020947453,0.000029427852],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050606154,0.00023138782,0.92822903,0.0006998145,0.000121714445,0.00060687686,0.0006210515,0.00004050926,0.00008633592,0.000058840564,0.027122093,0.041676268],"study_design_scores_gemma":[0.00038989726,0.000092967806,0.9848098,0.0022847247,0.000032967513,0.000033832686,0.00019166122,0.00011175148,0.0001666546,0.00010672021,0.011631533,0.00014747887],"about_ca_topic_score_codex":0.000100051766,"about_ca_topic_score_gemma":0.000015322008,"teacher_disagreement_score":0.056580767,"about_ca_system_score_codex":0.000033346576,"about_ca_system_score_gemma":0.00014502674,"threshold_uncertainty_score":0.416968},"labels":[],"label_agreement":null},{"id":"W4391232535","doi":"10.12968/ijap.2024.2.1.14","title":"How do advanced nurse practitioners enhance healthcare outcomes in frail older patients living in care homes?","year":2024,"lang":"en","type":"article","venue":"International Journal for Advancing Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Nursing; Assisted living; Medicine; Gerontology","score_opus":0.010896295162033887,"score_gpt":0.3827587482312571,"score_spread":0.3718624530692232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391232535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68609864,0.011208392,0.010043547,0.2655963,0.022208365,0.0026496015,0.00018660951,0.00024193725,0.0017666308],"genre_scores_gemma":[0.9816731,0.0007326236,0.01327802,0.0019101618,0.0004468918,0.000108703345,0.00006634712,0.00007107773,0.0017130593],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973126,0.00013650091,0.0006355733,0.0004643607,0.0009853842,0.00046560253],"domain_scores_gemma":[0.99550265,0.002299995,0.00037981497,0.0002002445,0.0014195823,0.00019771863],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006134021,0.00026416214,0.00036269528,0.00072964886,0.00009168005,0.00039544975,0.00024859345,0.00012348502,0.00004357201],"category_scores_gemma":[0.013251054,0.00024902754,0.00017302482,0.00031240445,0.000032444357,0.0036767134,0.000049271996,0.0011629916,0.000017433265],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026487608,0.002276994,0.3408549,0.001626296,0.000863277,0.0035641226,0.037020713,0.00266048,0.0011671275,0.0012515178,0.004894999,0.6011708],"study_design_scores_gemma":[0.014661931,0.002002922,0.33733654,0.033275004,0.00031676027,0.0033844472,0.08204196,0.001438421,0.0013912587,0.0012731295,0.5213549,0.001522686],"about_ca_topic_score_codex":0.000092467286,"about_ca_topic_score_gemma":0.0005310848,"teacher_disagreement_score":0.5996481,"about_ca_system_score_codex":0.0021260562,"about_ca_system_score_gemma":0.0004413604,"threshold_uncertainty_score":0.9999962},"labels":[],"label_agreement":null},{"id":"W4391233618","doi":"10.1093/ageing/afad246.090","title":"1995 Constructing a Frailty Index using routinely collected measures to study its relationship with adverse health outcomes","year":2024,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Frailty Index; Index (typography); Adverse effect; Gerontology; Internal medicine","score_opus":0.08500971066179677,"score_gpt":0.34656758748665806,"score_spread":0.2615578768248613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391233618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949489,0.00041254904,0.0015137265,0.00118476,0.00012111837,0.00096793805,0.0000065238396,0.00020574743,0.0006387243],"genre_scores_gemma":[0.99553955,0.0000038427133,0.0029033064,0.00056737027,0.00007519201,0.000015323676,0.0000054913808,0.00003393086,0.0008559779],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985907,0.00009377295,0.00033338007,0.00036411858,0.00032420707,0.00029381042],"domain_scores_gemma":[0.99923074,0.00025233102,0.0000648586,0.00018123153,0.00007084537,0.00020001864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003182406,0.00018685103,0.00036377687,0.00022414322,0.0002857992,0.00007726574,0.000048261532,0.000051554154,0.000026602282],"category_scores_gemma":[0.00052621413,0.00014473542,0.000039489074,0.00068516313,0.000034753048,0.00014231035,0.000053469394,0.00033596135,0.000007592283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011659491,0.00011111791,0.94124407,0.0003039195,0.00035690688,0.011581655,0.020371262,0.00015063451,0.00048286517,0.00009399412,0.00015363886,0.02503337],"study_design_scores_gemma":[0.0018709309,0.00039820367,0.98758805,0.0012492005,0.0001434697,0.00024678413,0.006592865,0.0012343496,0.00003440948,0.000030272895,0.00040652623,0.00020495096],"about_ca_topic_score_codex":0.00073991413,"about_ca_topic_score_gemma":0.00090712146,"teacher_disagreement_score":0.046343993,"about_ca_system_score_codex":0.000113057344,"about_ca_system_score_gemma":0.00019722749,"threshold_uncertainty_score":0.5902139},"labels":[],"label_agreement":null},{"id":"W4391469586","doi":"10.1016/j.cjca.2024.01.030","title":"How to Assess Frailty in Preclinical Models and Relate It to Clinical Paradigms","year":2024,"lang":"en","type":"editorial","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Frailty Index; Disease; Cardiovascular health; Gerontology; Intensive care medicine; Internal medicine","score_opus":0.12978276123891613,"score_gpt":0.40259220641732474,"score_spread":0.2728094451784086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391469586","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047031646,0.0028551666,0.0015522767,0.055616498,0.9297764,0.00073929265,0.00038506475,0.000015491081,0.004356653],"genre_scores_gemma":[0.07813,0.0009307805,0.0012632918,0.001477244,0.9132643,0.000023655593,0.000056445362,0.00012842698,0.004725874],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9957956,0.0005466817,0.0016271786,0.0007226888,0.0005206666,0.0007871996],"domain_scores_gemma":[0.99265707,0.0024280972,0.0002874015,0.00058785785,0.00061656564,0.0034230128],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002896514,0.00042558808,0.0026543003,0.0010565164,0.00004027648,0.00012677837,0.00049296627,0.002490604,0.000011020464],"category_scores_gemma":[0.015307859,0.000379762,0.0005563425,0.00032357904,0.00026460676,0.00012654091,0.0000939548,0.0050418614,0.00004721503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026399933,0.000004024303,0.0021497426,0.0001063027,0.00051065226,0.004421228,0.00021780607,0.0007319572,0.0000012077973,0.000048214097,0.98613584,0.005409032],"study_design_scores_gemma":[0.0015351416,0.001819134,0.0025325834,0.0014607043,0.00044788775,0.0007448265,0.00006844776,0.00004292037,6.182926e-7,0.0009836263,0.9900418,0.00032231634],"about_ca_topic_score_codex":0.00073293736,"about_ca_topic_score_gemma":0.013809889,"teacher_disagreement_score":0.073426835,"about_ca_system_score_codex":0.00063349056,"about_ca_system_score_gemma":0.007833246,"threshold_uncertainty_score":0.9998654},"labels":[],"label_agreement":null},{"id":"W4391517640","doi":"10.1016/j.jgo.2024.101709","title":"Leave no one behind: A global survey of the current state of geriatric oncology practice by SIOG national representatives","year":2024,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Japan Society for the Promotion of Science","keywords":"Medicine; Geriatric oncology; Family medicine; Internal medicine; Cancer","score_opus":0.038738800361157365,"score_gpt":0.4122818292565017,"score_spread":0.37354302889534435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391517640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8159273,0.0551359,0.0018262656,0.05878875,0.020536983,0.002763647,0.0020713597,0.000077812176,0.04287198],"genre_scores_gemma":[0.98695374,0.004731406,0.004814584,0.0004713743,0.0016264654,0.000015201132,0.000048331003,0.000045818037,0.001293113],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99456656,0.0017477975,0.0018337419,0.0003185459,0.0011915611,0.00034176622],"domain_scores_gemma":[0.9901937,0.00439717,0.0022266693,0.00027642376,0.0027107676,0.00019524],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0037376983,0.0002310798,0.0010726858,0.0003579346,0.00005264969,0.000018823552,0.00040691995,0.0001839072,0.00018015786],"category_scores_gemma":[0.009123341,0.00016610908,0.0003339606,0.0011323077,0.00031455499,0.000300268,0.00020260844,0.001019171,0.00003462682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008441403,0.0061797556,0.01227783,0.0008802667,0.00233494,0.00040290874,0.0025373828,0.00023444212,0.0068223155,0.00015040323,0.5785449,0.38119346],"study_design_scores_gemma":[0.009318519,0.013526693,0.37095404,0.000446998,0.001970424,0.0038913044,0.00031300075,0.0003765794,0.0015805771,0.001763607,0.59547096,0.00038732053],"about_ca_topic_score_codex":0.00033360708,"about_ca_topic_score_gemma":0.00015422185,"teacher_disagreement_score":0.38080612,"about_ca_system_score_codex":0.001391351,"about_ca_system_score_gemma":0.006036097,"threshold_uncertainty_score":0.99959874},"labels":[],"label_agreement":null},{"id":"W4391559286","doi":"10.1016/j.jgo.2024.101707","title":"Improving timeliness to initial assessment in a geriatric oncology clinic: A quality improvement project","year":2024,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Sinai Health System; Princess Margaret Cancer Centre; University Health Network; University of Calgary","funders":"","keywords":"Medicine; Geriatric oncology; Scopus; Guideline; Internal medicine; Clinical Oncology; Geriatrics; Glioblastoma; Oncology; Clinical trial; Cancer; Family medicine; MEDLINE; Pathology; Psychiatry","score_opus":0.05449457758356132,"score_gpt":0.4692746036716513,"score_spread":0.41478002608809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391559286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94326866,0.0016163163,0.0068235556,0.025299765,0.011409383,0.0029312852,0.000038551832,0.00012212012,0.008490354],"genre_scores_gemma":[0.9425053,0.00046822103,0.046245184,0.0023355845,0.006441434,0.00016796665,0.00001588603,0.00009505959,0.0017253845],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942099,0.000749535,0.0030693186,0.0005669624,0.0006962302,0.000708083],"domain_scores_gemma":[0.9961847,0.001523154,0.0009568552,0.00037318902,0.0005845708,0.0003775162],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0059251813,0.0003597136,0.0016415514,0.0019275366,0.000056565383,0.000066784654,0.00035629046,0.00053240114,0.0004985532],"category_scores_gemma":[0.0016206453,0.00029260846,0.00042476872,0.001721891,0.000074030715,0.00025831984,0.00025500945,0.0017593701,0.00012533389],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0037689202,0.002611807,0.0019183633,0.0010522229,0.0004183305,0.0078015984,0.0019802325,0.000040140378,0.022928517,0.00007222051,0.026793398,0.93061423],"study_design_scores_gemma":[0.042654514,0.11357991,0.066087365,0.001142286,0.0025853643,0.014704596,0.005596027,0.0041472437,0.0015789998,0.0008758648,0.74526745,0.0017803683],"about_ca_topic_score_codex":0.00050483906,"about_ca_topic_score_gemma":0.0002584632,"teacher_disagreement_score":0.9288339,"about_ca_system_score_codex":0.0039243633,"about_ca_system_score_gemma":0.010916908,"threshold_uncertainty_score":0.9999526},"labels":[],"label_agreement":null},{"id":"W4391563601","doi":"10.1186/s12877-024-04724-9","title":"A novel scale for triage assessment of frailty in the emergency department (ED-FraS): a prospective videotaped study","year":2024,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"National Taiwan University; National Taiwan University Hospital; National Health Research Institutes; Ministry of Science and Technology, Taiwan","keywords":"Medicine; Emergency department; Triage; Prospective cohort study; Emergency medicine; Pediatrics; Psychiatry; Internal medicine","score_opus":0.04462026536885125,"score_gpt":0.36957593466963523,"score_spread":0.324955669300784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391563601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96026987,0.0008331617,0.026962226,0.0005785155,0.0010249261,0.009114011,0.00017425118,0.000090581685,0.00095247023],"genre_scores_gemma":[0.98580956,0.00006382307,0.01150323,0.000043684162,0.00032869814,0.0015871272,0.000037521433,0.000041009473,0.0005853134],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774146,0.00009778717,0.00072449347,0.0004900507,0.0006199648,0.00032624582],"domain_scores_gemma":[0.99861133,0.0004651057,0.00012893959,0.00055335276,0.00016921195,0.00007207233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011690336,0.00023325322,0.00045892358,0.00022534814,0.00005785439,0.000032825374,0.00022670254,0.00009269352,0.00009273495],"category_scores_gemma":[0.00041545453,0.0001623333,0.0002291304,0.0009771221,0.000029688277,0.00008516729,0.00007496001,0.0002551749,0.000009223829],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014488157,0.016649265,0.9208122,0.003843346,0.0006005549,0.00010910006,0.018636959,0.00019595353,0.00624044,0.0017746384,0.02477908,0.0049096607],"study_design_scores_gemma":[0.009264541,0.0029282002,0.9746929,0.00011962011,0.00077321,0.000026740501,0.003474639,0.0048847166,0.00028183404,0.0005423254,0.0027326916,0.00027860762],"about_ca_topic_score_codex":0.00011878095,"about_ca_topic_score_gemma":0.0006607263,"teacher_disagreement_score":0.053880688,"about_ca_system_score_codex":0.00024514535,"about_ca_system_score_gemma":0.0004159976,"threshold_uncertainty_score":0.661976},"labels":[],"label_agreement":null},{"id":"W4391566219","doi":"10.1016/j.jobcr.2024.01.011","title":"Prevalence of physical and oral frailty in geriatric patients in Kerala, India","year":2024,"lang":"en","type":"article","venue":"Journal of Oral Biology and Craniofacial Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Kerala State Council for Science, Technology and Environment","keywords":"Psychosocial; Stressor; Gerontology; Oral health; Physical health; Medicine; Resilience (materials science); Cognition; Psychological resilience; Psychology; Psychiatry; Mental health; Family medicine","score_opus":0.04834349363469714,"score_gpt":0.4104056333397787,"score_spread":0.36206213970508155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391566219","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978197,0.0010939828,0.0000026012863,0.0006194896,0.000113364775,0.00019148967,0.000018644212,0.0000027168321,0.00013801412],"genre_scores_gemma":[0.9986872,0.0009934568,0.000091504655,0.000022777394,0.0000917858,0.0000026461157,0.0000019250776,0.000006384471,0.00010229234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986603,0.00025998967,0.00036188937,0.00016944148,0.00028029404,0.00026807486],"domain_scores_gemma":[0.99930286,0.00027988793,0.00005266856,0.00006907689,0.0001833447,0.00011218148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011116822,0.00008858171,0.00034786735,0.0005623254,0.0000257854,0.0000135653645,0.00009383773,0.000154014,0.000044080974],"category_scores_gemma":[0.0007216894,0.00006398638,0.000048350536,0.00048312653,0.00035925215,0.00013014313,0.000080259415,0.0008941934,0.0000036196839],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059859065,0.00023187161,0.9509461,0.00035706133,0.00002353006,0.00011027615,0.0009486696,3.852214e-7,0.003763286,0.00024904712,0.0001776235,0.04259356],"study_design_scores_gemma":[0.0018577791,0.002129826,0.9926774,0.00029877335,0.000015154644,0.00003304906,0.00006326253,0.000085192834,0.0002591517,0.0021221964,0.0004041231,0.000054096996],"about_ca_topic_score_codex":0.00014555965,"about_ca_topic_score_gemma":0.000029345872,"teacher_disagreement_score":0.042539462,"about_ca_system_score_codex":0.000054183485,"about_ca_system_score_gemma":0.00018248433,"threshold_uncertainty_score":0.38848752},"labels":[],"label_agreement":null},{"id":"W4391610643","doi":"10.1186/s12872-024-03753-x","title":"Prevalence and modifiable risk factors of cognitive frailty in patients with chronic heart failure in China: a cross-sectional study","year":2024,"lang":"en","type":"article","venue":"BMC Cardiovascular Disorders","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Government of Jiangsu Province","keywords":"Medicine; Hamd; Montreal Cognitive Assessment; Cross-sectional study; Body mass index; Logistic regression; Heart failure; Hospital Anxiety and Depression Scale; Internal medicine; Cognition; Depression (economics); Physical therapy; Anxiety; Rating scale; Gerontology; Psychiatry; Cognitive impairment; Psychology; Pathology","score_opus":0.010199495987845869,"score_gpt":0.2550590316000194,"score_spread":0.24485953561217355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391610643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926206,0.004520062,0.0002857847,0.000008553216,0.000097769516,0.0022607471,0.00010410006,0.000045604258,0.000056776393],"genre_scores_gemma":[0.99953926,0.00010880873,0.00007841044,0.0000021141445,0.000024660723,0.00012270971,0.00004188446,0.000039011036,0.000043118234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99782014,0.00018483118,0.00033882173,0.00063515693,0.0007265494,0.0002944889],"domain_scores_gemma":[0.99930215,0.00014736257,0.00004159866,0.0003542564,0.000079235346,0.00007538827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000466382,0.00024400052,0.00051994435,0.00028167912,0.000046270125,0.000038426002,0.000072197116,0.000109146604,0.000034149343],"category_scores_gemma":[0.00026754645,0.0002024073,0.00029085277,0.0005508772,0.00019032818,0.00021496149,0.000063155414,0.0004169851,0.0000044535764],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019950182,0.00048321843,0.9873647,0.0007450528,0.00076979253,0.000005607613,0.0011868307,0.008818732,9.55084e-7,0.0000013310955,0.000009341718,0.0004149167],"study_design_scores_gemma":[0.008199063,0.00086355046,0.98843324,0.00062833296,0.00029727316,0.000004390768,0.0004085768,0.0008827721,0.000010372536,0.000019635736,0.000051741434,0.0002010234],"about_ca_topic_score_codex":0.0050404216,"about_ca_topic_score_gemma":0.0028273496,"teacher_disagreement_score":0.007999562,"about_ca_system_score_codex":0.00017385403,"about_ca_system_score_gemma":0.00020276813,"threshold_uncertainty_score":0.825393},"labels":[],"label_agreement":null},{"id":"W4391615675","doi":"10.2196/48132","title":"Expectation, Attitude, and Barriers to Receiving Telehomecare Among Caregivers of Homebound or Bedridden Older Adults: Qualitative Study","year":2024,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Chiang Mai University","keywords":"Medicine; Qualitative research; Family caregivers; Gerontology; Geriatrics; Activities of daily living; Health care; Family medicine; Nursing; Physical therapy; Psychiatry","score_opus":0.015547949874645969,"score_gpt":0.34823781301916545,"score_spread":0.3326898631445195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391615675","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99586535,0.0005556595,0.00009812218,0.0008308775,0.00025893413,0.001815594,0.000028837845,0.0001692807,0.0003773605],"genre_scores_gemma":[0.99748176,0.000012477979,0.00053041725,0.00008088917,0.00011364264,0.00024387748,0.00001533126,0.000054145075,0.0014674454],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99814993,0.00012650563,0.00039038723,0.0005654582,0.00047105376,0.00029668232],"domain_scores_gemma":[0.99855554,0.00038241962,0.000072140916,0.0003982198,0.00024293427,0.00034877338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002966968,0.00023569562,0.00041190887,0.00042193694,0.00011788755,0.00008761843,0.00015750264,0.00006470359,0.00024083158],"category_scores_gemma":[0.00070889643,0.00020041439,0.00006693979,0.00069517427,0.00012867598,0.00030617492,0.00013992,0.00023343108,0.0000109894145],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014852625,0.00006071956,0.089161396,0.0009712595,0.000261222,0.00020682774,0.8997325,0.000006068968,0.0001810018,0.000008709379,0.0040099258,0.0052518714],"study_design_scores_gemma":[0.0016634146,0.00049914495,0.20950852,0.0036539673,0.00011098737,0.00001949065,0.78376204,0.00009283122,0.00022832463,0.000010835242,0.00021785968,0.0002326],"about_ca_topic_score_codex":0.000516546,"about_ca_topic_score_gemma":0.00068482984,"teacher_disagreement_score":0.12034713,"about_ca_system_score_codex":0.0001887264,"about_ca_system_score_gemma":0.00016838046,"threshold_uncertainty_score":0.81726617},"labels":[],"label_agreement":null},{"id":"W4391777751","doi":"10.1186/s12877-024-04734-7","title":"Comprehensive geriatric assessment predicts listing for kidney transplant in patients with end-stage renal disease: a retrospective cohort study","year":2024,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute on Aging","keywords":"Medicine; Candidacy; Montreal Cognitive Assessment; Retrospective cohort study; Internal medicine; End stage renal disease; Cohort; Kidney disease; Transplantation; Physical therapy; Disease; Cognitive impairment","score_opus":0.017159109271112697,"score_gpt":0.28395555328934896,"score_spread":0.26679644401823627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391777751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98416203,0.00026651722,0.0049510375,0.00014412665,0.0007618339,0.007399583,0.001782971,0.00026088182,0.00027099065],"genre_scores_gemma":[0.9926,0.000029554865,0.0043979078,0.00008645592,0.00038798212,0.00063568604,0.0010230404,0.0000950368,0.0007442968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99678236,0.000114361086,0.0006160604,0.0009126423,0.0010316233,0.0005429648],"domain_scores_gemma":[0.99818766,0.00034443976,0.00014298277,0.00048303787,0.00037471647,0.00046718793],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039031694,0.000393581,0.00064513093,0.00046017492,0.000109363325,0.00010617494,0.00015627811,0.00010494197,0.000081605176],"category_scores_gemma":[0.0003011181,0.0003265736,0.00014348635,0.0010523513,0.000052347645,0.00017146775,0.000056648078,0.00041848785,0.0000070178967],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013294764,0.0010997524,0.9930796,0.0014022886,0.00021900634,0.00024510897,0.0007496535,0.00013610562,0.000016890452,0.00006648091,0.0014562936,0.00019934127],"study_design_scores_gemma":[0.008326048,0.0019189821,0.98282063,0.0004261914,0.0008444899,0.000005484737,0.00013708921,0.0036856453,0.0000057388697,0.000024005481,0.0014631561,0.00034256707],"about_ca_topic_score_codex":0.00012241706,"about_ca_topic_score_gemma":0.00007006679,"teacher_disagreement_score":0.010259,"about_ca_system_score_codex":0.0007535404,"about_ca_system_score_gemma":0.0010718127,"threshold_uncertainty_score":0.99991864},"labels":[],"label_agreement":null},{"id":"W4391819390","doi":"10.1111/psyg.13087","title":"Prevalence and risk factors of cognitive frailty among pre‐frail and frail older adults in nursing homes","year":2024,"lang":"en","type":"article","venue":"Psychogeriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geriatric Depression Scale; Medicine; Activities of daily living; Odds ratio; Gerontology; Logistic regression; Cognition; Depression (economics); Stratified sampling; Cross-sectional study; Multivariate analysis; Physical therapy; Internal medicine; Psychiatry; Depressive symptoms","score_opus":0.01177288292172351,"score_gpt":0.30051261043774086,"score_spread":0.28873972751601734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391819390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799448,0.01701183,0.0002979519,0.00019081739,0.0005488756,0.0009283594,0.0002195346,0.000105306295,0.0007525043],"genre_scores_gemma":[0.9916794,0.0072449283,0.00039545327,0.0000225946,0.0001318629,0.000028525843,0.000025748002,0.000052247913,0.00041926268],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979536,0.00008989805,0.0004988433,0.00070759497,0.00038504417,0.00036504917],"domain_scores_gemma":[0.9984901,0.0007537412,0.00014954693,0.00026972883,0.00011985663,0.00021703227],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027740435,0.0003100506,0.00045615077,0.0004426371,0.000053579723,0.00005644013,0.00009263088,0.00024616765,0.000094041665],"category_scores_gemma":[0.0007095299,0.00027606523,0.00008354487,0.0007134315,0.0003485292,0.0002684342,0.00004474417,0.00051565934,0.000005441113],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002403583,0.00025491684,0.9165397,0.0016290531,0.00008294959,0.000024439789,0.015755247,0.0000011115899,0.000054636217,0.000020129786,0.00064893987,0.06474851],"study_design_scores_gemma":[0.0023080637,0.00033742993,0.9869572,0.0072931806,0.0003432187,0.000028148299,0.0012303358,0.00058486353,0.000326676,0.00026575782,0.000058787657,0.00026635666],"about_ca_topic_score_codex":0.00023768443,"about_ca_topic_score_gemma":0.000043335425,"teacher_disagreement_score":0.07041747,"about_ca_system_score_codex":0.00006491577,"about_ca_system_score_gemma":0.00007002155,"threshold_uncertainty_score":0.9999691},"labels":[],"label_agreement":null},{"id":"W4391837990","doi":"10.3389/ijph.2024.1606284","title":"Prevalence and Factors Associated With Frailty Among Older Adults Living With HIV Compared to Their Uninfected Peers From the Kenyan Coast","year":2024,"lang":"en","type":"article","venue":"International Journal of Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Alliance for Accelerating Excellence in Science in Africa; Medical Research Council; New Partnership for Africa's Development; Department for International Development; National Research Foundation; African Academy of Sciences; European Commission; Government of the United Kingdom; European and Developing Countries Clinical Trials Partnership; Wellcome Trust","keywords":"Medicine; Kenya; Psychosocial; Odds; Gerontology; Logistic regression; Psychological intervention; Public health; Odds ratio; Cross-sectional study; Human immunodeficiency virus (HIV); Demography; Environmental health; Psychiatry; Internal medicine; Immunology","score_opus":0.040665944025796125,"score_gpt":0.3055154811251455,"score_spread":0.26484953709934933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391837990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95902956,0.00036206192,0.0022573601,0.03726631,0.00039694816,0.00033835988,0.00020506202,0.000063915104,0.00008045152],"genre_scores_gemma":[0.9978941,0.00006801254,0.00019056178,0.0012621508,0.00027904275,0.000005598707,0.00006388339,0.000034348574,0.0002023175],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99762225,0.00023991444,0.00051588716,0.00025605154,0.001041415,0.00032445625],"domain_scores_gemma":[0.99659705,0.0012639256,0.00036648387,0.00016977772,0.001073968,0.0005287657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009201812,0.00021336084,0.00034748504,0.00025259546,0.000091816415,0.00027247035,0.00035375985,0.00006104202,0.00015256729],"category_scores_gemma":[0.000986073,0.00011377739,0.000065245506,0.0003350769,0.00014160539,0.00042866572,0.000073860785,0.0006193031,0.0000027100787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006930652,0.00016802349,0.9674756,0.000057648078,0.0008565489,0.000056812863,0.021211019,0.000033018878,0.000014338242,0.000026456451,0.005377581,0.0046536336],"study_design_scores_gemma":[0.0013807261,0.0004687291,0.9831691,0.008417428,0.000040012037,0.00012660737,0.0038648625,0.0013629072,0.0000144387,0.000007038277,0.0010290163,0.000119147044],"about_ca_topic_score_codex":0.00080373994,"about_ca_topic_score_gemma":0.0021566197,"teacher_disagreement_score":0.038864553,"about_ca_system_score_codex":0.00051001116,"about_ca_system_score_gemma":0.0010130027,"threshold_uncertainty_score":0.46397072},"labels":[],"label_agreement":null},{"id":"W4391842627","doi":"10.1007/s00520-023-08303-3","title":"Caring for older adults with cancer in Canada: Views from healthcare providers and cancer care allies in the community","year":2024,"lang":"en","type":"article","venue":"Supportive Care in Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia Hospital; Spinal Cord Injury BC; University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Health care; Nursing research; Thematic analysis; Medicine; Focus group; Staffing; Nursing; Family medicine; Cancer; Health administration; Qualitative research; Gerontology; Public health; Political science; Sociology","score_opus":0.03536611808910576,"score_gpt":0.34160798271606363,"score_spread":0.30624186462695785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391842627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84329635,0.13987246,0.0000022334975,0.010642969,0.0004965158,0.002915761,0.0026341525,0.000024524023,0.00011502843],"genre_scores_gemma":[0.9877821,0.004496859,0.000049024315,0.0024242618,0.00016189416,0.004697553,0.0002734684,0.000063788735,0.000051017054],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977198,0.00020421321,0.0005125221,0.0005649254,0.0004005209,0.00059796585],"domain_scores_gemma":[0.99863935,0.00040234218,0.00010122017,0.00039563116,0.00033493066,0.0001265421],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00017727919,0.00034993657,0.0005945233,0.00016582692,0.00009578326,0.000042431628,0.0002152969,0.00012580842,0.00010534397],"category_scores_gemma":[0.00006830028,0.00025064455,0.000055058295,0.00048424434,0.00012936341,0.00019261274,0.00006645883,0.001082112,3.3877996e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00044583122,0.000021266485,0.647014,0.0041238978,0.00006666276,0.00019721538,0.22895353,0.00018868517,0.000010214007,0.0000051791853,0.0017617866,0.11721174],"study_design_scores_gemma":[0.0029881306,0.00019722029,0.632342,0.014295306,0.00009756706,0.0000061475994,0.34049174,0.00018760421,0.0003560694,0.000015431653,0.008676173,0.00034660983],"about_ca_topic_score_codex":0.9950677,"about_ca_topic_score_gemma":0.9998723,"teacher_disagreement_score":0.14448577,"about_ca_system_score_codex":0.00586715,"about_ca_system_score_gemma":0.00704865,"threshold_uncertainty_score":0.9999946},"labels":[],"label_agreement":null},{"id":"W4391845309","doi":"10.1186/s12877-023-04602-w","title":"The association of painful and non-painful morbidities with frailty: a cross sectional analysis of a cohort of community dwelling older people in England","year":2024,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"NIHR Nottingham Biomedical Research Centre; Versus Arthritis; National Institute for Health and Care Research","keywords":"Medicine; Cohort; Cross-sectional study; Physical therapy; Chronic pain; Logistic regression; Cohort study; McGill Pain Questionnaire; Rehabilitation; Gerontology; Internal medicine; Visual analogue scale","score_opus":0.017345365906277166,"score_gpt":0.2823187196366389,"score_spread":0.26497335373036174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391845309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99708134,0.00042207574,0.0017866741,0.00007445076,0.00009265778,0.0002886977,0.000092746144,0.000016195583,0.00014518289],"genre_scores_gemma":[0.9988896,0.00019188663,0.0004454993,0.000009779915,0.000051296676,0.000017420563,0.000064611464,0.0000132181585,0.00031667162],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99856514,0.00019294277,0.00050099613,0.0001232894,0.00046413406,0.00015348612],"domain_scores_gemma":[0.996554,0.0025370077,0.00026322264,0.00027639524,0.0003322663,0.000037065005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021375637,0.00011281079,0.00043945416,0.00035789606,0.0000752011,0.000032850687,0.00008734822,0.000119379605,0.000017409211],"category_scores_gemma":[0.0007054735,0.00008278773,0.00011409563,0.0014569871,0.00009109071,0.00006779704,0.00004727167,0.00029708087,3.5916472e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012169076,0.00008970853,0.9880727,0.0006530774,0.00078096386,0.0000013060578,0.00772548,0.0022120161,0.00012082596,0.00002708747,0.000064761145,0.00013036764],"study_design_scores_gemma":[0.0010337632,0.00014612757,0.98116714,0.000084486026,0.00081815675,0.000003769052,0.0009745535,0.015247425,0.0002788583,0.00005473153,0.000118604396,0.00007240077],"about_ca_topic_score_codex":0.0021317664,"about_ca_topic_score_gemma":0.009737569,"teacher_disagreement_score":0.013035409,"about_ca_system_score_codex":0.00011289998,"about_ca_system_score_gemma":0.00019286522,"threshold_uncertainty_score":0.5433792},"labels":[],"label_agreement":null},{"id":"W4391873222","doi":"10.1093/jcag/gwad061.161","title":"A161 IMPACT OF EARLY-ONSET COLORECTAL CANCER ON DISABILITY-ADJUSTED LIFE YEARS IN CANADA: 1990 TO 2019","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Colorectal cancer; Medicine; Gerontology; Demography; Cancer; Oncology; Internal medicine; Sociology","score_opus":0.01044444299434784,"score_gpt":0.26596774886222313,"score_spread":0.2555233058678753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391873222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9711768,0.000032927626,5.9777193e-7,0.027295407,0.0008719104,0.00020338531,0.00038931277,0.000001911687,0.00002772698],"genre_scores_gemma":[0.99870354,0.0000105271,0.000014826846,0.001019068,0.00011176859,0.0000029695357,0.000004273975,0.000013746753,0.00011928468],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836135,0.00021857004,0.00057635375,0.00010839754,0.0003997893,0.0003355241],"domain_scores_gemma":[0.9987208,0.00017011013,0.00040193286,0.00013431002,0.00019904651,0.00037377994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005020173,0.00010506432,0.0004589583,0.00026434558,0.000016924632,0.000007832829,0.00019091497,0.000090186615,0.00011899823],"category_scores_gemma":[0.0008251386,0.00008143406,0.00020220906,0.000263162,0.000045666693,0.000043187563,0.000019647083,0.00044460798,0.0000026320506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006700805,0.000033986114,0.9582351,0.000020536752,0.00030897761,0.000030094428,0.00033761965,0.0015450005,0.00012006521,0.0000017797153,0.038490575,0.00020622807],"study_design_scores_gemma":[0.0011989938,0.0013962577,0.99656695,0.0002401304,0.00007421978,0.000035939265,0.000050283776,0.00013879267,0.000041139727,0.000007166181,0.00021586551,0.000034272023],"about_ca_topic_score_codex":0.96988684,"about_ca_topic_score_gemma":0.999437,"teacher_disagreement_score":0.03833188,"about_ca_system_score_codex":0.012786103,"about_ca_system_score_gemma":0.0055585187,"threshold_uncertainty_score":0.99100363},"labels":[],"label_agreement":null},{"id":"W4391885150","doi":"10.1186/s12872-024-03781-7","title":"Frailty efficacy as a predictor of clinical and cognitive complications in patients undergoing coronary artery bypass grafting: a prospective cohort study","year":2024,"lang":"en","type":"article","venue":"BMC Cardiovascular Disorders","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Activities of daily living; Prospective cohort study; Geriatric Depression Scale; Internal medicine; Modified Rankin Scale; Depression (economics); Bypass grafting; Cognition; Artery; Physical therapy; Cognitive impairment; Depressive symptoms; Ischemia; Ischemic stroke; Disease; Psychiatry","score_opus":0.02616587341466101,"score_gpt":0.31619109877847,"score_spread":0.290025225363809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391885150","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988332,0.002669842,0.00084231375,0.00006743687,0.00023254554,0.0056507536,0.000046405105,0.0001322718,0.0020264424],"genre_scores_gemma":[0.99900496,0.00016347112,0.00015421976,0.00003459923,0.000060350354,0.00037610336,0.00009846038,0.000056249966,0.000051581465],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99695253,0.00035915003,0.0007773789,0.00087918475,0.00074747775,0.000284272],"domain_scores_gemma":[0.9980814,0.000909761,0.00008240247,0.00057663553,0.00019189429,0.00015794777],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008536387,0.0002693591,0.0009177994,0.00022036399,0.00006731157,0.000030366828,0.000103714345,0.00013715959,0.000014655906],"category_scores_gemma":[0.001568568,0.00025916586,0.0006757932,0.00048288473,0.00034428228,0.00012987529,0.0001318757,0.00043646476,0.000023278106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034643133,0.0018778705,0.9798059,0.00023917417,0.0057040867,0.000031191914,0.0014494048,0.000041263578,7.19866e-7,0.000029830875,0.00005153252,0.010422626],"study_design_scores_gemma":[0.015159777,0.0011553591,0.9784374,0.0006430505,0.0019761052,0.000027974345,0.0017525038,0.0003544298,0.0000022259053,0.00015553407,0.00011212234,0.00022352237],"about_ca_topic_score_codex":0.00015784083,"about_ca_topic_score_gemma":0.00042307313,"teacher_disagreement_score":0.014813346,"about_ca_system_score_codex":0.000070615184,"about_ca_system_score_gemma":0.00032682435,"threshold_uncertainty_score":0.99998605},"labels":[],"label_agreement":null},{"id":"W4391969317","doi":"10.21248/gups.82082","title":"Präoperative Risikostratifizierung chirurgischer Patienten mittels validierter Risk Assessment Scores","year":2024,"lang":"de","type":"dissertation","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","score_opus":0.0160986412467177,"score_gpt":0.3238489927026364,"score_spread":0.30775035145591867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391969317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7471433,0.0381942,0.0008904265,0.0052296566,0.027638322,0.010903695,0.0018367907,0.001063678,0.1670999],"genre_scores_gemma":[0.6629226,0.006677345,0.004711078,0.0011657563,0.0032378247,0.0010709765,0.016085636,0.00064998766,0.3034788],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9912312,0.0006741663,0.0022458273,0.0023834642,0.0021158138,0.0013495407],"domain_scores_gemma":[0.995091,0.0005627919,0.00083222514,0.00153605,0.001242063,0.0007358327],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0008002718,0.0018753911,0.0019424411,0.0007326354,0.00045811763,0.0007021719,0.0005897,0.0013400496,0.008004638],"category_scores_gemma":[0.00064494094,0.0014727553,0.00094495976,0.0007829396,0.00026155196,0.00050450914,0.00017890906,0.0038224254,0.009318762],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002415404,0.006112597,0.16417259,0.014864529,0.04027969,0.0033847447,0.13833001,0.0002556966,0.012108654,0.0036028447,0.45034632,0.1641269],"study_design_scores_gemma":[0.023052642,0.014067902,0.42975956,0.05278787,0.056769837,0.00014113366,0.08270922,0.079429716,0.08813417,0.0037120169,0.1561169,0.013319032],"about_ca_topic_score_codex":0.002389377,"about_ca_topic_score_gemma":0.0010150388,"teacher_disagreement_score":0.29422942,"about_ca_system_score_codex":0.00066668383,"about_ca_system_score_gemma":0.0014551065,"threshold_uncertainty_score":0.9999564},"labels":[],"label_agreement":null},{"id":"W4392003389","doi":"10.1186/s40814-024-01446-y","title":"A 10-week intergenerational program bringing together community-living older adults and preschool children (INTERACTION): a pilot feasibility non-randomised clinical trial","year":2024,"lang":"en","type":"article","venue":"Pilot and Feasibility Studies","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Gerontology; Randomized controlled trial; Intervention (counseling); Social isolation; Quality of life (healthcare); Mood; Medicine; Attrition; Fear of falling; Physical therapy; Psychology; Poison control; Injury prevention; Clinical psychology; Nursing; Psychiatry","score_opus":0.2131537248853867,"score_gpt":0.44067278303260293,"score_spread":0.22751905814721624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392003389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861832,0.0038440158,0.00006259654,0.0010377977,0.0007707429,0.0071822973,0.000031573913,0.00036757076,0.0005201727],"genre_scores_gemma":[0.9954708,0.00036420688,0.00087657076,0.00017123633,0.0008906121,0.00056040566,0.000041863685,0.00004688359,0.0015773976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99640816,0.0007566294,0.0011203017,0.00092395075,0.00037663296,0.00041434978],"domain_scores_gemma":[0.99620813,0.002423655,0.00013964977,0.0006244617,0.0003304996,0.0002735796],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029473326,0.00043858858,0.0009437426,0.0001371864,0.00049555034,0.00022025632,0.00013921566,0.000103306615,0.0002282182],"category_scores_gemma":[0.0047778226,0.00035216677,0.00024035052,0.0002052411,0.0005958547,0.00035113783,0.0004344382,0.0010814668,0.00003041997],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.2989923,0.01686324,0.54516685,0.0035703918,0.004130491,0.00002852785,0.014426283,0.0000030096048,0.0001663556,0.000017195382,0.011666321,0.104969],"study_design_scores_gemma":[0.12405404,0.016091816,0.85102385,0.003030376,0.0005396388,0.00010926601,0.0017637325,0.0023782107,0.000044001867,0.00015908848,0.00030050965,0.0005054913],"about_ca_topic_score_codex":0.00028735085,"about_ca_topic_score_gemma":0.0007065156,"teacher_disagreement_score":0.30585694,"about_ca_system_score_codex":0.00018035379,"about_ca_system_score_gemma":0.000115383744,"threshold_uncertainty_score":0.999893},"labels":[],"label_agreement":null},{"id":"W4392063706","doi":"10.1134/s2079057024600046","title":"New Frailty Index Approach Predicts COVID-19 Mortality Risk","year":2023,"lang":"en","type":"article","venue":"Advances in Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Index (typography); Frailty Index; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Gerontology; Medicine; Environmental health; Virology; Outbreak; Computer science; Disease; Internal medicine; Infectious disease (medical specialty); World Wide Web","score_opus":0.07552393071217703,"score_gpt":0.38996771446548495,"score_spread":0.31444378375330795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392063706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6652675,0.015798666,0.19896677,0.009543738,0.0039063036,0.0033344335,0.00018829701,0.0024477353,0.10054656],"genre_scores_gemma":[0.98168063,0.0023608739,0.008038158,0.0018879734,0.00041314363,0.00015220208,0.00020309746,0.000046910212,0.005216991],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99754244,0.0001993299,0.0005045338,0.00070035725,0.0003740006,0.0006793121],"domain_scores_gemma":[0.9980902,0.00044583267,0.000174268,0.0007483357,0.00004153928,0.00049984653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050189224,0.00025914898,0.0005993648,0.00025348543,0.00007938843,0.0000085768015,0.00029003716,0.00030480386,0.00027107156],"category_scores_gemma":[0.0022811748,0.00024367614,0.00009169294,0.00068538147,0.00026220758,0.0002756255,0.0001317517,0.00057475164,0.00015818987],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023223877,0.00012342223,0.92845714,0.00024996902,0.00005850685,0.0002730912,0.001216575,0.0028402861,0.000014888378,0.000962489,0.014278781,0.05129259],"study_design_scores_gemma":[0.005617604,0.00033865005,0.81643206,0.00004604882,0.00008715333,0.0001875732,0.0006212913,0.0055906074,0.000044779303,0.016410736,0.15428324,0.00034024564],"about_ca_topic_score_codex":0.0020005691,"about_ca_topic_score_gemma":0.0056158905,"teacher_disagreement_score":0.31641316,"about_ca_system_score_codex":0.0002678588,"about_ca_system_score_gemma":0.00042070562,"threshold_uncertainty_score":0.99368244},"labels":[],"label_agreement":null},{"id":"W4392094402","doi":"10.1093/gerona/glae060","title":"Longitudinal Quantiles of Frailty Trajectories Considering Death: New Insights into Sex and Cohort Differences in the Reference Curves for Frailty Progression of Older European","year":2024,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria; University of Ottawa","funders":"National Institute on Aging; National Institutes of Health","keywords":"Quantile; Cohort; Medicine; Demography; Ageing; Gerontology; Frailty Index; Health and Retirement Study; Cardiovascular health; Cohort study; Successful aging; Statistics; Internal medicine; Disease; Mathematics","score_opus":0.14841136775809116,"score_gpt":0.37981647482667796,"score_spread":0.2314051070685868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392094402","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9430331,0.04927944,0.00039023504,0.0062550353,0.0001133422,0.0006127737,0.000008111375,0.000019309326,0.00028864722],"genre_scores_gemma":[0.99282956,0.005752668,0.0010707143,0.0000719855,0.000072919385,0.000017298478,0.000004845857,0.000017410024,0.00016260537],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814504,0.00033450412,0.00074857264,0.00023608375,0.0003160561,0.00021973926],"domain_scores_gemma":[0.9980895,0.0010058274,0.00033364157,0.0003260083,0.00018322015,0.00006183328],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008766162,0.00020909608,0.00072525395,0.00012169283,0.00008977125,0.000024595789,0.00028031616,0.00009565099,0.00004067],"category_scores_gemma":[0.0005131397,0.00010741697,0.00009044653,0.00016091322,0.000736756,0.00021458529,0.00007628756,0.0003425528,3.6460568e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013872894,0.0003158872,0.86634886,0.005708571,0.00097927,0.00014774273,0.06702039,0.0000045161223,0.026066039,0.004790673,0.0033900996,0.023840649],"study_design_scores_gemma":[0.0007478005,0.0012322151,0.9731275,0.005958948,0.00028580727,0.0006402471,0.0039752256,0.000051325234,0.009820305,0.0033578738,0.00066857546,0.00013421067],"about_ca_topic_score_codex":0.00042138068,"about_ca_topic_score_gemma":0.0013082364,"teacher_disagreement_score":0.10677859,"about_ca_system_score_codex":0.000015477322,"about_ca_system_score_gemma":0.00015794286,"threshold_uncertainty_score":0.4380337},"labels":[],"label_agreement":null},{"id":"W4392106359","doi":"10.2196/55192","title":"Health Needs Assessment in Home-Living Older Adults: Protocol for a Pre-Post Study","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Protocol (science); Gerontology; Medicine; Psychology; Alternative medicine; Computer science; World Wide Web","score_opus":0.1648583204388028,"score_gpt":0.5975416880515112,"score_spread":0.4326833676127084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392106359","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036706422,0.0000034254808,0.00015678718,0.0062932707,0.000017106524,0.98884284,0.00003483082,0.0003221773,0.00065892545],"genre_scores_gemma":[0.017338319,1.8314485e-7,0.0011799701,0.00014889638,0.00037398288,0.97656244,0.00001726543,0.00014250155,0.004236431],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99354017,0.00092678884,0.0010210124,0.0009826298,0.0019776737,0.0015517547],"domain_scores_gemma":[0.99655336,0.0010819038,0.00009825008,0.0010389129,0.0007184117,0.0005091667],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0057292283,0.00037507035,0.0006996779,0.0014741333,0.00024148793,0.00041571277,0.0005128256,0.00017921325,0.00038616272],"category_scores_gemma":[0.000612286,0.00030145847,0.00016179445,0.0021292064,0.00014855608,0.00038955544,0.0004132717,0.0019446586,0.00008002242],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010889289,0.04197495,0.20781074,0.12823623,0.0003423766,0.00067794725,0.07042567,0.000011420804,0.0007415861,0.00088980095,0.17073442,0.36726558],"study_design_scores_gemma":[0.034208108,0.06606275,0.4633119,0.179483,0.000007400429,0.000080019476,0.013149631,0.004245569,0.0001650084,0.00022805996,0.23830383,0.0007547094],"about_ca_topic_score_codex":0.0003541679,"about_ca_topic_score_gemma":0.00046639566,"teacher_disagreement_score":0.36651087,"about_ca_system_score_codex":0.0013621454,"about_ca_system_score_gemma":0.0031515448,"threshold_uncertainty_score":0.99994373},"labels":[],"label_agreement":null},{"id":"W4392126215","doi":"10.1186/s12889-024-18111-x","title":"The role of frailty in the relationships between social relationships and health outcomes: a longitudinal study","year":2024,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Jewish General Hospital; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Concordia University","funders":"Canadian Institutes of Health Research; Ministère de la Santé et des Services sociaux","keywords":"Biostatistics; Medicine; Public health; Epidemiology; Gerontology; Longitudinal study; Environmental health; Nursing","score_opus":0.2865006425528335,"score_gpt":0.42382645386572704,"score_spread":0.13732581131289356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392126215","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69792116,0.003783616,0.00053608936,0.29412875,0.00014478926,0.0023923686,0.000048273236,0.00011323216,0.00093174493],"genre_scores_gemma":[0.99871254,0.00005010447,0.00031708233,0.00033102883,0.00020665381,0.00009367403,0.000041929936,0.00002323438,0.00022376122],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9957356,0.0018615536,0.0009154439,0.00034153395,0.00063449674,0.00051135645],"domain_scores_gemma":[0.9963471,0.0027257085,0.00018930457,0.00043446853,0.00007715088,0.0002262127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012136216,0.00016501923,0.00043641252,0.00023950139,0.00091881916,0.00012502122,0.00021170362,0.00010056665,0.000008563444],"category_scores_gemma":[0.001606102,0.00009695406,0.000078482546,0.00095357076,0.00014854975,0.00017981952,0.00006618038,0.0012785668,0.000014959043],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007010735,0.0001648299,0.94726586,0.00016025073,0.000045333476,0.0000017517501,0.023654988,3.453454e-7,4.9325287e-8,0.011959316,0.0020616045,0.0146786645],"study_design_scores_gemma":[0.00072454277,0.00032156758,0.96101207,0.00007957849,0.000019268664,0.000014298669,0.0235515,0.00013067022,5.6285426e-8,0.0022837955,0.011794685,0.000067976966],"about_ca_topic_score_codex":0.0015642368,"about_ca_topic_score_gemma":0.010240847,"teacher_disagreement_score":0.30079138,"about_ca_system_score_codex":0.0003647406,"about_ca_system_score_gemma":0.002167331,"threshold_uncertainty_score":0.70669067},"labels":[],"label_agreement":null},{"id":"W4392133012","doi":"10.1186/s13613-024-01261-x","title":"Long-stay ICU patients with frailty: mortality and recovery outcomes at 6 months","year":2024,"lang":"en","type":"article","venue":"Annals of Intensive Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto and Region Conservation Authority","funders":"Université de Genève","keywords":"Medicine; Anesthesiology; Intensive care unit; Hazard ratio; Quality of life (healthcare); Retrospective cohort study; Proportional hazards model; Cohort study; Emergency medicine; Internal medicine; Physical therapy; Confidence interval; Psychiatry","score_opus":0.06361099121468486,"score_gpt":0.34907857275049586,"score_spread":0.285467581535811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392133012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869103,0.0042009274,0.000011653864,0.0065151267,0.00036150715,0.00044819264,0.00038846568,0.00006863562,0.0010952291],"genre_scores_gemma":[0.9856667,0.00019902477,0.00005687265,0.0121388445,0.00004965864,0.000013751986,0.00021107105,0.000037430567,0.0016266268],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998682,0.000024189405,0.00028308638,0.0003782131,0.000386429,0.00024607603],"domain_scores_gemma":[0.9900066,0.00015991849,0.000075087744,0.00036132574,0.009243482,0.00015355863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000054256427,0.00022412055,0.00047106462,0.00011688763,0.000036596884,0.000021331609,0.00006906594,0.00010450773,0.00008933624],"category_scores_gemma":[0.0021589012,0.00015582502,0.00014479773,0.00014003523,0.00018103658,0.00014247624,0.000100131525,0.00018209113,0.000027907923],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026651184,0.000031624415,0.9173578,0.00072819047,0.00061786344,0.00022326503,0.002205989,0.0000017656904,0.00005327347,0.000014925133,0.07392461,0.0045741666],"study_design_scores_gemma":[0.0007663677,0.0009081879,0.986769,0.0012329513,0.00018004862,0.000015804662,0.0032407413,0.000010447374,0.00486135,0.00005931375,0.0017617812,0.00019397358],"about_ca_topic_score_codex":0.0003303778,"about_ca_topic_score_gemma":0.00034149477,"teacher_disagreement_score":0.07216283,"about_ca_system_score_codex":0.0000560217,"about_ca_system_score_gemma":0.000065501554,"threshold_uncertainty_score":0.635436},"labels":[],"label_agreement":null},{"id":"W4392200053","doi":"10.3233/jad-231111","title":"Associations of Frailty with Neuropsychiatric Symptoms of Alzheimer’s Disease: A Longitudinal Study","year":2024,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; Canadian Institutes of Health Research","keywords":"Disease; Alzheimer's disease; Longitudinal study; Gerontology; Medicine; Psychology; Psychiatry; Clinical psychology; Internal medicine; Pathology","score_opus":0.05370291694152249,"score_gpt":0.3397725151086455,"score_spread":0.28606959816712296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392200053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9408855,0.05404568,0.00012119603,0.0026060832,0.00080137956,0.0009020604,0.0003557163,0.00005555765,0.00022681883],"genre_scores_gemma":[0.99880964,0.00008312893,0.000371809,0.00010239683,0.0004619191,0.000012086329,0.000022743434,0.00007122001,0.000065057306],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964245,0.00016080048,0.0012600127,0.00034591404,0.0014898083,0.00031894937],"domain_scores_gemma":[0.9967077,0.00017472992,0.00080701296,0.0005669888,0.00080849096,0.00093507423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039218005,0.00032390686,0.00082886184,0.0006373155,0.0000658967,0.00004351852,0.00026142196,0.000057584824,0.00021354032],"category_scores_gemma":[0.00028423275,0.00023942658,0.0005624159,0.0010033723,0.00016765724,0.00035537922,0.00006910844,0.0004962855,0.000016296173],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018577332,0.0050151036,0.9676494,0.00023811955,0.010284059,0.0021775197,0.00063005433,0.00021637122,0.00008912642,0.00015690534,0.006865793,0.004819804],"study_design_scores_gemma":[0.0027706553,0.0024156123,0.9657261,0.0006874322,0.027292933,0.00008016893,0.0001301102,0.00027462066,0.00006311879,0.00012329375,0.00022599395,0.0002099613],"about_ca_topic_score_codex":0.000039952967,"about_ca_topic_score_gemma":0.000009013456,"teacher_disagreement_score":0.057924133,"about_ca_system_score_codex":0.00005239621,"about_ca_system_score_gemma":0.0013637433,"threshold_uncertainty_score":0.9763532},"labels":[],"label_agreement":null},{"id":"W4392239145","doi":"10.1186/s12877-024-04825-5","title":"The Chinese translation and cross-cultural adaptation of PRISMA-7 questionnaire: an observational study to establish the accuracy, reliability and validity","year":2024,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Spinal Muscular Atrophy Foundation","keywords":"Intraclass correlation; Observational study; Medicine; Face validity; Reliability (semiconductor); Content validity; Gold standard (test); Construct validity; Criterion validity; Validity; Receiver operating characteristic; Physical therapy; Clinical psychology; Psychometrics; Pathology","score_opus":0.1262175157956287,"score_gpt":0.38882038094562865,"score_spread":0.26260286515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392239145","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99301976,0.0010568006,0.0021494273,0.002078214,0.00037560423,0.0012151905,0.00002459888,0.00006434151,0.000016066777],"genre_scores_gemma":[0.9971849,0.00008084432,0.0022932447,0.000037259484,0.00023805726,0.000045611076,0.00003722849,0.000012153571,0.000070755945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99865097,0.00018855592,0.00037578074,0.0002844033,0.00038043418,0.00011988521],"domain_scores_gemma":[0.9980462,0.0010995019,0.00007575164,0.00030159895,0.0003970944,0.00007981978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013835286,0.00012722872,0.00014486794,0.000041214258,0.0002289995,0.0002750652,0.00009300897,0.000053028587,0.0000035208157],"category_scores_gemma":[0.0033793224,0.00006877811,0.000038052964,0.0005297139,0.00012266952,0.0005498036,0.000038833634,0.00015784682,0.0000012054729],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025253595,0.00018982803,0.9616072,0.000251367,0.00001811226,0.0000016384995,0.013270982,0.00080769527,0.00014995741,0.00018490692,0.00019124513,0.023074508],"study_design_scores_gemma":[0.00056199613,0.00033981173,0.9720436,0.000029111254,0.00007606151,0.000012659961,0.0009611211,0.024656048,0.000013471105,0.00064602273,0.0005828132,0.00007728955],"about_ca_topic_score_codex":0.00039998713,"about_ca_topic_score_gemma":0.00089931954,"teacher_disagreement_score":0.023848353,"about_ca_system_score_codex":0.00004386357,"about_ca_system_score_gemma":0.00014366736,"threshold_uncertainty_score":0.40456086},"labels":[],"label_agreement":null},{"id":"W4392281191","doi":"10.1016/s2666-7568(23)00263-5","title":"The relationship between frailty and social vulnerability: a systematic review","year":2024,"lang":"en","type":"review","venue":"The Lancet Healthy Longevity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Medical Research Council","keywords":"Vulnerability (computing); Systematic review; Social vulnerability; Psychology; MEDLINE; Computer science; Social psychology; Political science; Computer security; Psychological resilience","score_opus":0.28881698537557027,"score_gpt":0.4663904313983997,"score_spread":0.17757344602282943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392281191","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015254837,0.9321782,0.00000575279,0.058591407,0.0003143165,0.008185071,0.00020044755,0.00018370604,0.0003258246],"genre_scores_gemma":[0.0002351906,0.9929432,0.000025338257,0.002436069,0.002103468,0.0009897038,0.00014398055,0.00008592688,0.0010370797],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99336207,0.0030159736,0.0016806261,0.00062563136,0.00065794965,0.0006577412],"domain_scores_gemma":[0.98870957,0.008435675,0.0007358244,0.0018302951,0.000102360056,0.00018626984],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0080236215,0.0005858182,0.005672822,0.000065284636,0.00088495493,0.00012249411,0.000594486,0.0004075179,0.000011307625],"category_scores_gemma":[0.0052201464,0.00025844137,0.0006350753,0.0005951683,0.00040381428,0.00005617037,0.0002618982,0.0030497469,0.00039273512],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008289897,0.000012538833,0.00015874271,0.91086596,0.00025075517,0.000007092667,0.00016213597,1.1384657e-9,6.037397e-10,0.000819138,0.01597018,0.071745135],"study_design_scores_gemma":[0.00018147926,0.00006900372,0.00083299994,0.52637964,0.011017111,0.00015147205,0.000015160948,8.741047e-7,2.5715412e-9,0.0008720975,0.46027648,0.00020368377],"about_ca_topic_score_codex":0.000042822874,"about_ca_topic_score_gemma":0.00008264748,"teacher_disagreement_score":0.44430628,"about_ca_system_score_codex":0.00045980417,"about_ca_system_score_gemma":0.0006610472,"threshold_uncertainty_score":0.99998677},"labels":[],"label_agreement":null},{"id":"W4392291093","doi":"10.1007/s40520-024-02706-w","title":"Comparison of three frailty measures for predicting hospitalization and mortality in the Canadian Longitudinal Study on Aging","year":2024,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research; Government of Canada","keywords":"Medicine; Frailty Index; Statistic; Logistic regression; Gerontology; Cohort; Demography; Cohort study; Longitudinal study; Grip strength; Mortality rate; Emergency medicine; Physical therapy; Internal medicine; Statistics","score_opus":0.4950931952055655,"score_gpt":0.5872048021761359,"score_spread":0.09211160697057041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392291093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950002,0.0017674016,0.000033973945,0.0016149309,0.00012117909,0.0010403823,0.000007550454,0.000016051965,0.00039832114],"genre_scores_gemma":[0.99962133,0.000014747687,0.00004957916,0.00005461212,0.00014325863,0.00007216485,0.000009265567,0.00001236978,0.000022668357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981393,0.00019979305,0.00041297704,0.00036731243,0.0005984642,0.00028210896],"domain_scores_gemma":[0.9984134,0.0011382364,0.000024565097,0.00019325445,0.00008101954,0.00014954132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003552803,0.0000948364,0.0002548278,0.00015554046,0.00021476869,0.00009961695,0.00009972205,0.00006485586,0.000005875767],"category_scores_gemma":[0.00077428896,0.00006614494,0.000043170658,0.00022929409,0.00032197364,0.00006896446,0.00006722159,0.00049752934,0.00000119181],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006035856,0.00036149373,0.9885743,0.00008830407,0.00005718672,0.000024277591,0.005937025,0.0000022937586,0.00010202106,0.00025905963,0.00021848097,0.004315171],"study_design_scores_gemma":[0.00095305184,0.0017061287,0.9825216,0.00040872794,0.000024937463,0.0000038227013,0.008214307,0.0049414784,0.0008073582,0.00023436736,0.00012167438,0.000062558596],"about_ca_topic_score_codex":0.042704016,"about_ca_topic_score_gemma":0.09421688,"teacher_disagreement_score":0.051512867,"about_ca_system_score_codex":0.00007414798,"about_ca_system_score_gemma":0.00012808821,"threshold_uncertainty_score":0.96367073},"labels":[],"label_agreement":null},{"id":"W4392307500","doi":"10.5334/ijic.7670","title":"Examining the Role of Third Sector Organization Volunteers in Facilitating Hospital-to-Home Transitions for Older Adults – a Collective Case Study","year":2024,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network; Lunenfeld-Tanenbaum Research Institute; Canadian Institutes of Health Research; Toronto Rehabilitation Institute; Public Health Ontario","funders":"","keywords":"Independent living; Thematic analysis; Psychosocial; Service (business); Nursing; Psychology; Activities of daily living; Service provider; Psychosocial support; Medicine; Gerontology; Medical education; Business; Qualitative research; Marketing; Sociology","score_opus":0.01028149608660746,"score_gpt":0.2745613170771714,"score_spread":0.26427982099056396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392307500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933126,0.00050500745,0.0033392888,0.0006494843,0.00081387325,0.0009770688,0.00028726616,0.000023960345,0.00009143814],"genre_scores_gemma":[0.9988522,0.000004825901,0.00073949253,0.000070579685,0.00013545925,0.000040239986,0.00004583772,0.00002962887,0.0000817312],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99854654,0.00006906985,0.0006121526,0.00018717644,0.00045610117,0.00012895312],"domain_scores_gemma":[0.9954219,0.00037461266,0.00013055779,0.00009806709,0.0039075566,0.00006729707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025196918,0.00014858377,0.00025951664,0.0005752807,0.000045952354,0.00005935735,0.00019050187,0.000064651584,0.00006163707],"category_scores_gemma":[0.0010293247,0.00010422804,0.00010768591,0.0007742345,0.000035267567,0.00016701354,0.000019643872,0.00036051983,0.000002594111],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009174248,0.0007487039,0.07725642,0.0002023356,0.0014604235,0.003394591,0.8638777,0.0023344296,0.0054364707,0.00004456065,0.0009104335,0.043416485],"study_design_scores_gemma":[0.0031464268,0.0021587387,0.016085709,0.0029212388,0.00016161813,0.0022075763,0.9655706,0.0040469007,0.0033908603,0.000041560124,0.00012873014,0.00014003606],"about_ca_topic_score_codex":0.0006736109,"about_ca_topic_score_gemma":0.00079829094,"teacher_disagreement_score":0.101692885,"about_ca_system_score_codex":0.0009507773,"about_ca_system_score_gemma":0.0006945648,"threshold_uncertainty_score":0.4250296},"labels":[],"label_agreement":null},{"id":"W4392380116","doi":"10.5770/cgj.27.719","title":"Frailty, Seasonal Sensitivity and Health-related Quality of Life in Older People Living in High Southern Latitudes: a Bayesian Analysis","year":2024,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agencia Nacional de Investigación y Desarrollo","keywords":"Medicine; Gerontology; Quality of life (healthcare); Observational study; Demography; Older people; Internal medicine","score_opus":0.024817386379708938,"score_gpt":0.29159816006677725,"score_spread":0.2667807736870683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392380116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851379,0.0031685825,0.00053279265,0.010437375,0.00021841566,0.00023642289,0.00013697655,0.000019132327,0.00011244458],"genre_scores_gemma":[0.9986185,0.00017254871,0.00045691512,0.00037899392,0.00014113041,0.0000028268346,0.000021561445,0.000029106499,0.00017843572],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972812,0.00042273846,0.0010192883,0.0003320924,0.00040298345,0.00054168486],"domain_scores_gemma":[0.9978838,0.00041529528,0.00022497858,0.00020997487,0.00012464222,0.0011413215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032017324,0.00019746512,0.0008534813,0.0019956168,0.000083396415,0.00009761341,0.00007838644,0.00019856995,0.00035367426],"category_scores_gemma":[0.0008387397,0.00020005321,0.00017835556,0.0027428535,0.00005305745,0.0001323452,0.000031367937,0.0008742909,0.0000071372283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019773664,0.000053295375,0.9863257,0.00030977308,0.00032024208,0.0004484138,0.009120546,0.00045488376,0.000020801126,0.00009125378,0.00048352007,0.0023518195],"study_design_scores_gemma":[0.00091100676,0.000042413012,0.9888063,0.00046728982,0.00013775277,0.00017079076,0.0010031825,0.008137652,8.106179e-7,0.00011240079,0.0000396841,0.00017068665],"about_ca_topic_score_codex":0.41829395,"about_ca_topic_score_gemma":0.93044215,"teacher_disagreement_score":0.5121482,"about_ca_system_score_codex":0.0009222055,"about_ca_system_score_gemma":0.003395779,"threshold_uncertainty_score":0.81579334},"labels":[],"label_agreement":null},{"id":"W4392382843","doi":"10.1186/s12877-024-04842-4","title":"Age- and sex-specific associations of frailty with mortality and healthcare utilization in community-dwelling adults from Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Laurentian University; McMaster University; Health Sciences North; Dalhousie University; NOSM University; Impact","funders":"Ontario Ministry of Health and Long-Term Care; Government of Ontario","keywords":"Medicine; Gerontology; Rehabilitation; Health care; Demography; Physical therapy","score_opus":0.09604245472367166,"score_gpt":0.31089917921420485,"score_spread":0.21485672449053317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392382843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9957855,0.0026567585,0.00036550255,0.00024012566,0.00015695843,0.0003494734,0.0002649652,0.00003147997,0.00014923622],"genre_scores_gemma":[0.9973446,0.00028033296,0.001623614,0.00006737118,0.000056229714,0.000007994556,0.00047100068,0.000018215844,0.00013062553],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988815,0.00012834485,0.00033122202,0.00021346711,0.00028566964,0.0001597667],"domain_scores_gemma":[0.9990437,0.00041914184,0.00008229877,0.0002654214,0.00008735074,0.000102059756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025062298,0.00012743013,0.00028683778,0.00009721686,0.00008592321,0.000031598487,0.000052707106,0.00010226302,0.000021846352],"category_scores_gemma":[0.000088332716,0.00012070125,0.000017755308,0.00035125046,0.000042191477,0.000071855975,0.000038835824,0.00044127405,3.007464e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039355877,0.00005298347,0.9886936,0.00054211204,0.00003511014,0.000046321846,0.0079536615,0.000041344214,0.000018486213,0.000084458356,0.0004486135,0.0020439357],"study_design_scores_gemma":[0.0008915762,0.00009485811,0.99405444,0.00035124447,0.00005421769,0.0000056670838,0.0016128182,0.0008994708,0.000052782747,0.00018127084,0.0016895933,0.00011206141],"about_ca_topic_score_codex":0.9807673,"about_ca_topic_score_gemma":0.99868345,"teacher_disagreement_score":0.01791614,"about_ca_system_score_codex":0.0004746356,"about_ca_system_score_gemma":0.00097003893,"threshold_uncertainty_score":0.49220538},"labels":[],"label_agreement":null},{"id":"W4392455506","doi":"10.1016/j.maturitas.2024.107962","title":"Levels of frailty and frailty progression in older urban- and regional-living First Nations Australians","year":2024,"lang":"en","type":"article","venue":"Maturitas","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"National Health and Medical Research Council; Medical Research Council; Dementia Collaborative Research Centres, Australia; University of New South Wales","keywords":"Medicine; Frailty Index; Interquartile range; Confidence interval; Gerontology; Demography; Odds ratio; Logistic regression; Cohort; Cohort study; Internal medicine","score_opus":0.045429724931036745,"score_gpt":0.3313146777492894,"score_spread":0.28588495281825266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392455506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.972685,0.009177977,0.000043961943,0.013568227,0.00022748773,0.00073499285,0.00013559022,0.00013872533,0.0032880814],"genre_scores_gemma":[0.99475574,0.00011499105,0.0015537308,0.00009042492,0.00008733431,0.000029281036,0.000019420926,0.00002452627,0.0033245499],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989611,0.000025360694,0.0002605369,0.00030516202,0.00024950394,0.0001983656],"domain_scores_gemma":[0.9992514,0.00037160193,0.000038343107,0.00019372765,0.000048432907,0.000096487376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016078303,0.00014614039,0.00022538392,0.00025980285,0.00006802054,0.000040592975,0.00005396046,0.00014749254,0.00018605916],"category_scores_gemma":[0.00025335033,0.00012494212,0.00003846809,0.0003118576,0.00014451199,0.00015172038,0.00006326123,0.00027188097,0.0000090502535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023535296,0.0016785846,0.51093715,0.024237197,0.000645613,0.0011627569,0.053193066,0.000031021737,0.014543545,0.021252546,0.3197346,0.052348595],"study_design_scores_gemma":[0.0007810604,0.0001306745,0.9554703,0.008910553,0.00007018424,0.00017013442,0.00032231718,0.0005183317,0.0008652577,0.00044214164,0.032121856,0.00019719155],"about_ca_topic_score_codex":0.00008165889,"about_ca_topic_score_gemma":0.00041754215,"teacher_disagreement_score":0.44453317,"about_ca_system_score_codex":0.000046253503,"about_ca_system_score_gemma":0.000052594623,"threshold_uncertainty_score":0.5094992},"labels":[],"label_agreement":null},{"id":"W4392461705","doi":"10.1080/09593985.2024.2324351","title":"Prioritizing mobility factors for assessment during the transition of older adults from hospital to home: a cross-sectional survey of physiotherapists in Southeastern Nigeria","year":2024,"lang":"en","type":"article","venue":"Physiotherapy Theory and Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; McMaster University; Impact","funders":"","keywords":"Demographics; Medicine; Cross-sectional study; Likert scale; Prioritization; Scale (ratio); Ranking (information retrieval); Gerontology; Physical therapy; Family medicine; Psychology; Demography; Developmental psychology; Geography","score_opus":0.018697882481191228,"score_gpt":0.3692162161806603,"score_spread":0.35051833369946905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392461705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940149,0.00071218703,0.0029924673,0.00027259602,0.00027045736,0.001179006,0.0005113925,0.000028135168,0.000018854947],"genre_scores_gemma":[0.9990832,0.00007784293,0.00040887127,0.000110387016,0.000121825666,0.00007142396,0.00005269849,0.000037324473,0.00003643203],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99819803,0.0005773677,0.0003917353,0.00039565354,0.00026251195,0.00017468438],"domain_scores_gemma":[0.994182,0.0051811812,0.00012997228,0.00027429496,0.0001760296,0.000056554323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001481305,0.0001840291,0.0003211695,0.00007638642,0.00007055999,0.00005318599,0.00009204097,0.00007844888,0.000055754415],"category_scores_gemma":[0.0003359358,0.00013585806,0.000110134875,0.00023154625,0.00012254987,0.00034302767,0.000016230939,0.00019969456,8.077247e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.039959814,0.0026107226,0.35230514,0.004429748,0.0010288081,0.000008551636,0.1235867,0.00017107271,0.46950135,0.00041968713,0.000008056616,0.005970377],"study_design_scores_gemma":[0.002148326,0.00046958722,0.98899525,0.0006337983,0.000016300506,0.0000045912952,0.0019925209,0.0001932195,0.004583776,0.00080696895,0.000014945939,0.00014071369],"about_ca_topic_score_codex":0.0008147561,"about_ca_topic_score_gemma":0.00009383623,"teacher_disagreement_score":0.63669014,"about_ca_system_score_codex":0.000053170683,"about_ca_system_score_gemma":0.00008292177,"threshold_uncertainty_score":0.5540131},"labels":[],"label_agreement":null},{"id":"W4392498909","doi":"10.1093/eurheartj/ehae098","title":"Unsuccessful ageing: from frailty to cardiovascular disease","year":2024,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Ageing; Disease; Gerontology; Intensive care medicine; Cardiology; Internal medicine","score_opus":0.0565744691525791,"score_gpt":0.31161920509316854,"score_spread":0.25504473594058946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392498909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9114998,0.028090859,0.006480429,0.029269487,0.0037943781,0.0004950958,0.000080547354,0.0005461986,0.019743234],"genre_scores_gemma":[0.98503786,0.00018633113,0.002126669,0.0025593988,0.004839122,0.000002593046,0.000019905154,0.00012529366,0.0051028104],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99781615,0.0003109409,0.00032415442,0.00042092797,0.00074855634,0.00037930105],"domain_scores_gemma":[0.9979796,0.00008328095,0.000021771048,0.0006358386,0.00009197423,0.0011875291],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000706289,0.00021336923,0.0003245781,0.00019309476,0.00015255497,0.00032461368,0.00019730255,0.000028591085,0.0010128029],"category_scores_gemma":[0.00035642553,0.00017734329,0.00059785816,0.000293691,0.000042409258,0.00018317008,0.00011597265,0.0007572707,0.004442007],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003248795,0.00020648501,0.022857878,0.00025934863,0.0028014618,0.10590712,0.0023772474,0.0012357767,0.0043617627,0.000058105717,0.69831496,0.16129498],"study_design_scores_gemma":[0.00048576464,0.000085535416,0.22045375,0.0008464676,0.0002890402,0.0008292065,0.000036490346,0.00020506396,0.00012442938,0.000060021517,0.7764166,0.0001676425],"about_ca_topic_score_codex":0.000032475706,"about_ca_topic_score_gemma":0.000002054839,"teacher_disagreement_score":0.19759588,"about_ca_system_score_codex":0.00010517559,"about_ca_system_score_gemma":0.000155148,"threshold_uncertainty_score":0.9999004},"labels":[],"label_agreement":null},{"id":"W4392563192","doi":"10.1016/j.cjca.2024.03.003","title":"Preclinical Studies on the Effects of Frailty in the Aging Heart","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University; Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Medicine; Heart failure; Atrial fibrillation; Internal medicine; Gerontology; Cardiovascular health; Psychological intervention; Fibrosis; Cardiology; Disease; Psychiatry","score_opus":0.14636079990507062,"score_gpt":0.4261724292186737,"score_spread":0.2798116293136031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392563192","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025401064,0.98899364,0.0000017060576,0.0061250916,0.002832134,0.00062245165,0.000015724281,0.0000025405673,0.0011527119],"genre_scores_gemma":[0.009345402,0.9874944,0.0000127263065,0.00091445376,0.0020191034,0.000025780253,0.000003036112,0.000031499378,0.00015358697],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99695534,0.0013086661,0.0010180864,0.00018685673,0.00021620891,0.0003148379],"domain_scores_gemma":[0.9933362,0.0055231447,0.000336687,0.00046000036,0.00014466503,0.000199292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021917538,0.00026304802,0.002672707,0.00042918557,0.000042224692,0.000012093864,0.00042475254,0.0002889079,0.000004723577],"category_scores_gemma":[0.0070662806,0.00011565616,0.0010547873,0.00029861895,0.00042461144,0.000015995796,0.000026093163,0.002068745,0.000025591473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002656515,0.0000106120915,0.00061028625,0.038592286,0.006084702,0.0058680973,0.0025351206,0.000028486871,8.2027674e-7,0.0008536179,0.5005921,0.44479728],"study_design_scores_gemma":[0.00022224584,0.0006076562,0.00031450184,0.037984263,0.0022135144,0.0029044207,0.00019259442,2.3111004e-7,6.7889005e-7,0.00018229279,0.95529264,0.00008495007],"about_ca_topic_score_codex":0.00012312557,"about_ca_topic_score_gemma":0.00090049475,"teacher_disagreement_score":0.4547005,"about_ca_system_score_codex":0.00026688143,"about_ca_system_score_gemma":0.0024798615,"threshold_uncertainty_score":0.89877826},"labels":[],"label_agreement":null},{"id":"W4392592923","doi":"10.14283/jfa.2024.26","title":"Teaching Frailty to Medical Residents: A Needs Assessment Among Geriatrics Faculty","year":2024,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Conestoga Meat Packers (Canada)","funders":"","keywords":"Geriatrics; Accreditation; Graduate medical education; Curriculum; Medical education; Metropolitan area; Medicine; Family medicine; MEDLINE; Psychology; Gerontology; Pedagogy","score_opus":0.03620069977885943,"score_gpt":0.37227838569605576,"score_spread":0.33607768591719633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392592923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9016614,0.0015161667,0.02085247,0.06979893,0.0017082333,0.00041109568,0.000014703823,0.000154687,0.003882298],"genre_scores_gemma":[0.98608977,0.00015951264,0.0043543703,0.0030303726,0.0022462937,0.000005870204,0.000008531512,0.00007768099,0.00402759],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99518317,0.0003605375,0.0011464884,0.0002448402,0.002483527,0.0005814296],"domain_scores_gemma":[0.9972268,0.0007625318,0.00030350967,0.0005208735,0.00027830212,0.00090799417],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0048110737,0.00033733083,0.0006260461,0.0007047279,0.00027106874,0.00020778917,0.0007736983,0.00019042967,0.00055315794],"category_scores_gemma":[0.00195797,0.00021484448,0.00033685975,0.00083058875,0.00013096209,0.00049369526,0.00031140342,0.0028875286,0.000074564305],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064052304,0.0007684957,0.061617713,0.0014666902,0.0028827395,0.0065406337,0.06968185,0.0009644362,0.020514583,0.0017459797,0.42507768,0.40809867],"study_design_scores_gemma":[0.00763546,0.0025402606,0.6846276,0.02015766,0.0032335483,0.014134804,0.01250785,0.013225003,0.0024078265,0.00244941,0.23555478,0.0015258192],"about_ca_topic_score_codex":0.00083448645,"about_ca_topic_score_gemma":0.000076245255,"teacher_disagreement_score":0.62300986,"about_ca_system_score_codex":0.0005406089,"about_ca_system_score_gemma":0.00091708143,"threshold_uncertainty_score":0.99941283},"labels":[],"label_agreement":null},{"id":"W4392615415","doi":"","title":"The Association of a Frailty Index and Incident Delirium in Older Hospitalized Patients: An Observational Cohort Study","year":2020,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Delirium; Observational study; Frailty Index; Medicine; Cohort; Cohort study; Association (psychology); Index (typography); Gerontology; Emergency medicine; Internal medicine; Intensive care medicine; Psychology; Computer science","score_opus":0.20172445697658065,"score_gpt":0.5088742559655333,"score_spread":0.3071497989889526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392615415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99461406,0.00095443067,0.00003879217,0.0017988712,0.00021432828,0.0020365065,0.000033907716,0.000017755046,0.00029134602],"genre_scores_gemma":[0.997549,0.0009035021,0.00006057446,0.0011328749,0.00009491937,0.00008879832,0.00004184713,0.000033065116,0.00009541422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99634194,0.00038329125,0.0011754807,0.00039113456,0.0014406199,0.00026750212],"domain_scores_gemma":[0.9964603,0.0004637816,0.0011387261,0.0003437625,0.0013403193,0.00025308772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016264211,0.00023326984,0.0007711404,0.00024283999,0.00013455261,0.00033533477,0.0008907537,0.00011797049,0.00069134147],"category_scores_gemma":[0.003591809,0.00018314274,0.0000896069,0.00080760516,0.00007910677,0.0014172343,0.0005262362,0.0004390564,0.000002135193],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004687414,0.000993059,0.9849068,0.000053198466,0.00027048826,0.000010565073,0.0013526448,0.000038282644,0.0008365642,0.000006286638,0.009071643,0.001991723],"study_design_scores_gemma":[0.004168552,0.00010986447,0.9935249,0.00018084863,0.00012379617,0.0000011564857,0.00038241607,0.00031561806,0.00029997548,0.0002561208,0.00045603482,0.00018069171],"about_ca_topic_score_codex":0.001446328,"about_ca_topic_score_gemma":0.00045391612,"teacher_disagreement_score":0.008618123,"about_ca_system_score_codex":0.0002491351,"about_ca_system_score_gemma":0.00018283802,"threshold_uncertainty_score":0.75697047},"labels":[],"label_agreement":null},{"id":"W4392634450","doi":"10.1007/s11136-024-03613-3","title":"Health-related quality of life measures provide information on the contributors, components, and consequences of frailty in HIV: a systematic mapping review","year":2024,"lang":"en","type":"review","venue":"Quality of Life Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Quality of Life Research; Human immunodeficiency virus (HIV); Public health; Quality of life (healthcare); Gerontology; Systematic review; Health related quality of life; MEDLINE; Psychology; Medicine; Political science; Family medicine; Nursing","score_opus":0.5335915082121485,"score_gpt":0.5055060095349182,"score_spread":0.028085498677230314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392634450","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017677738,0.97180086,0.000009125344,0.015177213,0.000070861424,0.010397483,0.0005897085,0.00002991213,0.00015704599],"genre_scores_gemma":[0.01207112,0.98682237,0.00005145001,0.00030763302,0.000026574515,0.00037095894,0.00024845926,0.000026033102,0.000075394106],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9713452,0.016035179,0.008350978,0.0004269367,0.0033131605,0.0005285435],"domain_scores_gemma":[0.9818766,0.011487447,0.0037427251,0.0012124691,0.0013375687,0.00034315884],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.05707029,0.00042588846,0.0075209937,0.0008314041,0.00008924596,0.000035811867,0.00056582165,0.00037636104,0.000024351782],"category_scores_gemma":[0.07046569,0.00025738202,0.0005266288,0.001583347,0.0011531209,0.00012006122,0.00024006981,0.0017760036,0.000040302806],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009520618,0.00014246252,0.00018714536,0.98128444,0.0006153378,0.0000016710882,0.0010680762,2.3235194e-7,0.0000066168127,0.0031957089,0.0030898927,0.0103132175],"study_design_scores_gemma":[0.0009280985,0.0002829313,0.0007423132,0.970535,0.0002693621,0.000013887826,0.0010045217,0.000017343882,0.0000040872324,0.0002184006,0.025758002,0.00022606962],"about_ca_topic_score_codex":0.007507236,"about_ca_topic_score_gemma":0.00012330321,"teacher_disagreement_score":0.022668108,"about_ca_system_score_codex":0.00043466454,"about_ca_system_score_gemma":0.0039747567,"threshold_uncertainty_score":0.99998784},"labels":[],"label_agreement":null},{"id":"W4392647709","doi":"10.1186/s12877-024-04826-4","title":"“It’s a stressful, trying time for the caretaker”: an interpretive description qualitative study of postoperative transitions in care for older adults with frailty from the perspectives of informal caregivers","year":2024,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; Queen's University","funders":"Ottawa Hospital Anesthesia Alternate Funds Association","keywords":"Medicine; Qualitative research; Rehabilitation; Gerontology; Nursing; Physical therapy","score_opus":0.02546619993868815,"score_gpt":0.31825142638154613,"score_spread":0.292785226442858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392647709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9803419,0.0014655157,0.009571246,0.0007640049,0.00013082869,0.0052393423,0.0023743554,0.00003263457,0.000080184596],"genre_scores_gemma":[0.99733144,0.000016464688,0.0016980234,0.000043619155,0.00007124303,0.0005423506,0.00022073161,0.000032756183,0.000043397264],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984804,0.000211147,0.00042352238,0.0003604551,0.00031869335,0.00020577997],"domain_scores_gemma":[0.99700606,0.0016017967,0.00013906707,0.00032506377,0.00087892724,0.000049115555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026485109,0.00022489589,0.00040089272,0.00015286123,0.00013274801,0.000041212912,0.00018443883,0.00009403399,0.000024668898],"category_scores_gemma":[0.00035627323,0.00013348239,0.00015237054,0.00044167115,0.00018931809,0.00032931243,0.000025654846,0.00023198494,6.3208404e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028565924,0.00025850246,0.0005475073,0.0003224249,0.0002701,0.0000024616193,0.9938216,0.0004663544,0.00015644662,0.00006506524,0.00015619682,0.0010767168],"study_design_scores_gemma":[0.0044133766,0.0032435853,0.0093046045,0.00092374487,0.00056295015,0.0000027588517,0.9752966,0.0058284095,0.00022482863,0.000012944557,0.00003622224,0.00014993113],"about_ca_topic_score_codex":0.0016246034,"about_ca_topic_score_gemma":0.0106936805,"teacher_disagreement_score":0.018524988,"about_ca_system_score_codex":0.00020782066,"about_ca_system_score_gemma":0.0004065649,"threshold_uncertainty_score":0.59673244},"labels":[],"label_agreement":null},{"id":"W4392659970","doi":"10.1007/s00134-024-07349-z","title":"Long-term survival and functional outcomes of critically ill patients with hematologic malignancies: a Canadian multicenter prospective study","year":2024,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont; Royal Victoria Regional Health Centre; McGill University Health Centre; University of Ottawa; Kingston Health Sciences Centre; University Health Network; Ottawa Hospital; Royal Victoria Hospital; Impact; Sinai Health System; Queen's University; McMaster University; Toronto General Hospital; University of Toronto; Princess Margaret Cancer Centre; Mount Sinai Hospital","funders":"Leukemia and Lymphoma Society of Canada","keywords":"Medicine; Interquartile range; Internal medicine; Prospective cohort study; SOFA score; Population; Sepsis; Intensive care; Intensive care medicine","score_opus":0.018401326611859958,"score_gpt":0.28492702825392313,"score_spread":0.2665257016420632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392659970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98690426,0.0011854761,0.000078535995,0.008641472,0.00092893495,0.0015889257,0.000082819555,0.00006294501,0.0005266499],"genre_scores_gemma":[0.99436176,0.000009338799,0.00005033251,0.0049977065,0.00008931993,0.000056282854,0.000096655,0.000034700122,0.00030390115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822897,0.00004014019,0.0003693993,0.00047086703,0.0005677981,0.00032282327],"domain_scores_gemma":[0.98386306,0.00029634777,0.000045264915,0.00026177775,0.015208376,0.00032515233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000087238695,0.0002727342,0.0006885977,0.00028903587,0.000050144852,0.000012453701,0.00006282105,0.00007747322,0.00020419588],"category_scores_gemma":[0.0050996337,0.00016397225,0.000054081895,0.00021459218,0.00053188513,0.00007144088,0.000044696306,0.00027084144,0.000012450172],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027850177,0.00010365816,0.9870229,0.00048827482,0.00045995569,0.0011592658,0.008825164,1.8380392e-7,0.000049214595,0.00007107414,0.001135253,0.00040655665],"study_design_scores_gemma":[0.0048224214,0.0026242002,0.9392542,0.001708136,0.0004919468,0.00009198972,0.050726224,0.0000068354457,0.000053175037,0.0000103282355,0.00006155867,0.00014894268],"about_ca_topic_score_codex":0.0051362873,"about_ca_topic_score_gemma":0.02713912,"teacher_disagreement_score":0.047768656,"about_ca_system_score_codex":0.0002677444,"about_ca_system_score_gemma":0.00022152442,"threshold_uncertainty_score":0.99061304},"labels":[],"label_agreement":null},{"id":"W4392706134","doi":"10.30629/26587947-2024-29-1-36-45","title":"Assessment indexes of cognitive status, anxiety and depression in senior women with diff erent severity of frailty","year":2024,"lang":"en","type":"article","venue":"Russian neurological Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Anxiety; Psychology; Cognition; Clinical psychology; Gerontology; Psychiatry; Medicine","score_opus":0.01432256477888566,"score_gpt":0.29343108282068253,"score_spread":0.27910851804179687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392706134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975193,0.00033764646,0.00027543528,0.0008855186,0.00008566266,0.00024902466,0.000040567316,0.000021357318,0.00058549864],"genre_scores_gemma":[0.9984575,0.0005454135,0.0006702005,0.00020682481,0.000064580505,0.000008032528,0.00000418751,0.000014038691,0.00002922756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99837977,0.00017114868,0.0004070021,0.00027850145,0.00043367824,0.00032992274],"domain_scores_gemma":[0.9991624,0.0002601278,0.00013592612,0.00010918884,0.00005198413,0.0002804092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025969022,0.00016865175,0.0004301385,0.00014756504,0.000031488034,0.0000273295,0.000066405126,0.00012546795,0.0001820736],"category_scores_gemma":[0.00014805577,0.00009806908,0.000050391085,0.00021132993,0.0002069677,0.000105638064,0.00008471021,0.0009982921,7.9613096e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013534939,0.00042419787,0.96589047,0.00018723457,0.00007736138,0.0007524209,0.00092295633,0.000009260421,0.0017614986,0.000037019745,0.000040422186,0.02854366],"study_design_scores_gemma":[0.0021183998,0.0017846314,0.99248993,0.0007770241,0.000053777894,0.0011200755,0.00020080195,0.0004512323,0.00045460774,0.00033101288,0.00012263175,0.00009586101],"about_ca_topic_score_codex":0.0000103321245,"about_ca_topic_score_gemma":0.0000106081,"teacher_disagreement_score":0.0284478,"about_ca_system_score_codex":0.000053834003,"about_ca_system_score_gemma":0.0001393894,"threshold_uncertainty_score":0.4337138},"labels":[],"label_agreement":null},{"id":"W4392754382","doi":"10.1017/s0714980824000035","title":"Programme d’été sur le vieillissement de l’Institut du vieillissement des Instituts de Recherche en Santé du Canada : trois pistes de réflexion de participants du Québec","year":2024,"lang":"fr","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université Laval","funders":"Institute of Aging","keywords":"Humanities; Political science; Art","score_opus":0.04917135289640894,"score_gpt":0.2866384714214549,"score_spread":0.23746711852504593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392754382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7811996,0.045951772,0.0025945394,0.15970367,0.005639284,0.0017188689,0.0004041375,0.00017009547,0.002618036],"genre_scores_gemma":[0.96751285,0.011466789,0.0031395156,0.0076378654,0.005105797,0.00041935832,0.000121633726,0.00035676383,0.004239456],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9863478,0.0026574573,0.0020770265,0.0014053963,0.00068035885,0.0068319426],"domain_scores_gemma":[0.9843226,0.0019275928,0.00052127155,0.0010401728,0.000782068,0.011406305],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.011255993,0.0014858743,0.0014340383,0.0010525092,0.0017596564,0.0011716066,0.0013562074,0.00081051374,0.0013713578],"category_scores_gemma":[0.0089190975,0.0016037958,0.0005975689,0.0012718644,0.00077232847,0.0006688162,0.00013682936,0.0033880707,0.000075774886],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00034921925,0.0013184799,0.1561814,0.0067751543,0.0039703264,0.1381077,0.12197833,0.022050582,0.0024688698,0.014811078,0.21202646,0.3199624],"study_design_scores_gemma":[0.0028959138,0.0009312023,0.018762168,0.016102247,0.001158305,0.013816701,0.0065051136,0.017892,0.0014172859,0.0008830261,0.9179841,0.0016519],"about_ca_topic_score_codex":0.9908517,"about_ca_topic_score_gemma":0.99943656,"teacher_disagreement_score":0.7059577,"about_ca_system_score_codex":0.14943302,"about_ca_system_score_gemma":0.15071692,"threshold_uncertainty_score":0.9998653},"labels":[],"label_agreement":null},{"id":"W4392815129","doi":"10.1016/j.pcorm.2024.100383","title":"Validation of the self-reported Edmonton frail scale - Acute care in patients ≥ 65 years undergoing surgery","year":2024,"lang":"en","type":"article","venue":"Perioperative Care and Operating Room Management","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Medicine; Scale (ratio); Acute care; Surgery; General surgery; Health care","score_opus":0.009119688130011495,"score_gpt":0.2587738139035417,"score_spread":0.24965412577353022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392815129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9933871,0.001209786,0.000020925923,0.00038082903,0.0003332229,0.0010029223,0.000022748394,0.00006744973,0.0035749923],"genre_scores_gemma":[0.9975679,0.0002830969,0.00093235396,0.0002074305,0.000048082547,0.00007342482,0.00014035,0.00003110268,0.0007162498],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851453,0.00008637369,0.00041985657,0.00041166955,0.00036049978,0.00020706697],"domain_scores_gemma":[0.9993139,0.00007290643,0.000057865327,0.00028334893,0.00021965022,0.000052319345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013619247,0.00019656349,0.0003052632,0.00014992968,0.00013524925,0.00014175093,0.00007715621,0.00006605863,0.000035513724],"category_scores_gemma":[0.000064610795,0.00014862997,0.000092476446,0.00034381033,0.000043072745,0.00019709657,0.00015989505,0.00017996716,0.0000047675544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009318576,0.00025234587,0.74233925,0.0055938624,0.0015046949,0.00029700043,0.16920112,0.0009816667,0.0015277347,0.00022216416,0.0017620474,0.07622489],"study_design_scores_gemma":[0.0028193567,0.0006519724,0.9267244,0.0041330475,0.0014346519,0.000015175403,0.046121716,0.0011182443,0.0129728755,0.000006717223,0.0034150123,0.0005868506],"about_ca_topic_score_codex":0.00009585742,"about_ca_topic_score_gemma":0.00033987145,"teacher_disagreement_score":0.18438509,"about_ca_system_score_codex":0.00028685565,"about_ca_system_score_gemma":0.00016148582,"threshold_uncertainty_score":0.60609543},"labels":[],"label_agreement":null},{"id":"W4392839344","doi":"10.2196/53098","title":"Combating Barriers to the Development of a Patient-Oriented Frailty Website","year":2024,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Fraser Health","funders":"Canadian Institutes of Health Research; Fraser Health Authority","keywords":"Preprint; Gerontology; Psychology; Internet privacy; Computer science; Medicine; World Wide Web","score_opus":0.016865162950371333,"score_gpt":0.3011649948472665,"score_spread":0.28429983189689517,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392839344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98943806,0.00022108569,0.0019312525,0.0041708755,0.00043985306,0.0006870229,0.0000069362864,0.00015852509,0.0029463898],"genre_scores_gemma":[0.9907994,8.3655175e-7,0.007262598,0.000965546,0.000077366836,0.000093627554,0.000013614552,0.000025928915,0.00076108257],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988076,0.000020569814,0.00033845266,0.00023170568,0.00035871222,0.00024295953],"domain_scores_gemma":[0.9993311,0.000097177726,0.00004184944,0.00026285657,0.00007334343,0.0001936731],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002050307,0.00012493857,0.00016681418,0.00012440822,0.0001187896,0.000023387645,0.00009605858,0.000035014556,0.00022399015],"category_scores_gemma":[0.00022342241,0.000086964224,0.00005958587,0.00046142383,0.000031332445,0.000055310386,0.00011325874,0.00020875143,0.00010824978],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014105212,0.00014595769,0.056947254,0.0017708158,0.00055520085,0.00015621714,0.3814038,0.00016661975,0.035099015,0.0011206951,0.05397195,0.46852142],"study_design_scores_gemma":[0.0013754589,0.0003359813,0.040417902,0.006448138,0.000109167595,0.000068008565,0.017362244,0.00669364,0.05215669,0.000081778235,0.8744304,0.0005205742],"about_ca_topic_score_codex":0.000012809221,"about_ca_topic_score_gemma":0.000021942456,"teacher_disagreement_score":0.8204585,"about_ca_system_score_codex":0.00010591421,"about_ca_system_score_gemma":0.00021871812,"threshold_uncertainty_score":0.3546298},"labels":[],"label_agreement":null},{"id":"W4392855367","doi":"10.1139/cjpp-2024-0009","title":"Sex-specific effects of frailty on cardiac structure and function: insights from preclinical models","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Physiology and Pharmacology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Heart and Stroke Foundation of Canada","keywords":"Disease; Medicine; Adverse effect; Cardiovascular health; Heart failure; Gerontology; Internal medicine; Bioinformatics; Biology","score_opus":0.05358914153217175,"score_gpt":0.3451223849814658,"score_spread":0.29153324344929404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392855367","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024646264,0.96884745,0.0000032798714,0.0001441338,0.005519514,0.00047253014,0.0002788328,0.0000059394156,0.00008207323],"genre_scores_gemma":[0.058967892,0.9381225,0.000034355045,0.00042310453,0.002193168,0.000009526627,0.00007827039,0.00004025068,0.00013094179],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979973,0.0005022003,0.0007226043,0.0004094416,0.00010073163,0.0002677147],"domain_scores_gemma":[0.9975973,0.0010379468,0.0003865205,0.00019016438,0.00011374474,0.0006743411],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009527277,0.00038928617,0.0025267205,0.00040318345,0.00006721213,0.000008423419,0.00014776952,0.0008238329,0.0003394338],"category_scores_gemma":[0.0000358336,0.00027582995,0.0003637775,0.00014246146,0.00048216144,0.00005664844,0.000033059983,0.001805444,0.000007778078],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006649159,0.00011101862,0.00003254752,0.045129918,0.010692142,0.0016250322,0.0011735825,0.000026187083,0.010005877,0.00079627155,0.09195843,0.83778405],"study_design_scores_gemma":[0.0013808766,0.0018310443,0.00029560164,0.0055458704,0.00687061,0.00027491275,0.000011588386,0.000014892033,0.00055370404,0.006215289,0.9767349,0.0002707185],"about_ca_topic_score_codex":0.00013192263,"about_ca_topic_score_gemma":0.00010558816,"teacher_disagreement_score":0.8847765,"about_ca_system_score_codex":0.00009757845,"about_ca_system_score_gemma":0.0012290457,"threshold_uncertainty_score":0.99996936},"labels":[],"label_agreement":null},{"id":"W4392856095","doi":"10.61091/jpms202413112","title":"Investigation of the Effect of Frailty Levels of Elderly Patients on their Recovery Status after General Surgery","year":2024,"lang":"en","type":"article","venue":"Journal of Pioneering Medical Science","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Emergency medicine","score_opus":0.025155658067690323,"score_gpt":0.2772457316254456,"score_spread":0.25209007355775526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392856095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99707276,0.00023885103,0.00021980231,0.0007766046,0.0015069795,0.00011976329,0.00001479261,0.000005716209,0.000044725635],"genre_scores_gemma":[0.9995276,0.00003895687,0.00020258309,0.000069567184,0.00012034389,0.0000016466245,5.1877237e-7,0.000008240339,0.000030577732],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99691826,0.00009825653,0.0007017792,0.00013361157,0.00193997,0.00020811374],"domain_scores_gemma":[0.99808896,0.00089757785,0.0003166226,0.00019378788,0.00024223253,0.00026084855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022041288,0.00010618782,0.00037797235,0.0002628328,0.000024922827,0.000010501978,0.00021605735,0.00007826208,0.00007673347],"category_scores_gemma":[0.004920543,0.00005533263,0.00019962748,0.000701739,0.0006081261,0.0002045773,0.00006338324,0.00036111157,0.0000010302182],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006484529,0.00014343522,0.48283195,0.0019037605,0.00016415736,0.00006726159,0.0020531614,0.00047751956,0.23149966,0.00004443694,0.0015962197,0.27857],"study_design_scores_gemma":[0.0005451525,0.0017202001,0.7781383,0.005519678,0.00004395346,0.000037569487,0.0000152217945,0.0008606667,0.21280716,0.0001247721,0.00012501444,0.000062318286],"about_ca_topic_score_codex":0.000021598908,"about_ca_topic_score_gemma":0.000002681441,"teacher_disagreement_score":0.29530632,"about_ca_system_score_codex":0.00012094354,"about_ca_system_score_gemma":0.0007470145,"threshold_uncertainty_score":0.58907056},"labels":[],"label_agreement":null},{"id":"W4392873751","doi":"","title":"Considering Frailty in SARS-CoV-2 Vaccine Development: How Geriatricians Can Assist","year":2021,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; 2019-20 coronavirus outbreak; Sars virus; Medicine; Outbreak; Infectious disease (medical specialty); Internal medicine; Disease","score_opus":0.29397619099043965,"score_gpt":0.5269834475867714,"score_spread":0.23300725659633176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392873751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97460747,0.013982282,0.0002771788,0.0048337127,0.0008160575,0.0006629441,0.000041235264,0.000074257165,0.004704851],"genre_scores_gemma":[0.9909191,0.0027767252,0.002758051,0.0020016471,0.0002576808,0.00005493677,0.00005694859,0.00011094887,0.0010639754],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99596995,0.00026910682,0.0012897403,0.00076190755,0.00096912414,0.0007401665],"domain_scores_gemma":[0.9971082,0.00039091415,0.00075134047,0.00078519445,0.00064315373,0.00032120373],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009859474,0.0005110966,0.001499594,0.0011089484,0.00022377129,0.00096218166,0.0012677424,0.000230249,0.0031034262],"category_scores_gemma":[0.0015979038,0.0005078279,0.0002178347,0.0019952015,0.00008406069,0.0012082147,0.001033751,0.0008868851,0.00002290453],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013073372,0.0003888899,0.6635783,0.00030964767,0.00031645643,0.0015222114,0.00054211705,0.000018817584,0.27459237,0.000015208156,0.042325903,0.016259404],"study_design_scores_gemma":[0.0020386772,0.000008351911,0.6324274,0.001241522,0.00009435431,0.00023138334,0.00017450357,0.000025144687,0.32974714,0.00031437998,0.03327262,0.00042450524],"about_ca_topic_score_codex":0.0010078107,"about_ca_topic_score_gemma":0.00467581,"teacher_disagreement_score":0.05515479,"about_ca_system_score_codex":0.00049794395,"about_ca_system_score_gemma":0.0012677936,"threshold_uncertainty_score":0.9997373},"labels":[],"label_agreement":null},{"id":"W4392894967","doi":"10.18621/eurj.1376545","title":"Association of frailty with nutritional parameters in patients with chronic kidney disease","year":2024,"lang":"en","type":"article","venue":"The European Research Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Malnutrition; Kidney disease; Frailty syndrome; Renal function; Internal medicine; Frailty Index","score_opus":0.03858079518918297,"score_gpt":0.32391718585665485,"score_spread":0.2853363906674719,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392894967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9790323,0.00041758933,0.000070732836,0.016205976,0.000086098735,0.00049623323,0.000059838796,0.000022700751,0.0036085672],"genre_scores_gemma":[0.9967658,0.00010258331,0.00020321197,0.00010178596,0.00028406037,0.0000054463435,0.000034736302,0.00003775776,0.0024646036],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965929,0.0009929423,0.0002401443,0.00016517045,0.0016375784,0.0003713055],"domain_scores_gemma":[0.9985869,0.00032426976,0.00006852923,0.00021827554,0.00044920135,0.00035283717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002819794,0.00009730933,0.00013507974,0.00028188276,0.00011038265,0.00009911693,0.00020293929,0.000018366434,0.00014093431],"category_scores_gemma":[0.0008370255,0.000052179865,0.00005049486,0.0005279571,0.00018672834,0.0001467606,0.0000551646,0.001225442,0.00008052607],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005271715,0.0012215866,0.8041337,0.00080248975,0.0008369884,0.0020916078,0.0011759632,0.00042106194,0.00027629096,0.00018894701,0.16930132,0.014278309],"study_design_scores_gemma":[0.004841942,0.0012279205,0.9810321,0.0033220842,0.00006454315,0.00004575454,0.000049460137,0.00023394363,0.00007009895,0.00022241344,0.008799739,0.00009004594],"about_ca_topic_score_codex":0.000011426843,"about_ca_topic_score_gemma":0.0000132112145,"teacher_disagreement_score":0.17689833,"about_ca_system_score_codex":0.0006246914,"about_ca_system_score_gemma":0.00074056955,"threshold_uncertainty_score":0.53240037},"labels":[],"label_agreement":null},{"id":"W4392908816","doi":"10.1007/s12630-024-02731-3","title":"Don’t just do something, stand there!","year":2024,"lang":"en","type":"letter","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; St. Paul's Hospital; Providence Health Care","funders":"","keywords":"Environmental ethics; Philosophy","score_opus":0.02132294513814839,"score_gpt":0.25110569875439437,"score_spread":0.22978275361624598,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392908816","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0641624,0.037548218,0.000009571813,0.8898112,0.0035031857,0.0005665903,0.00008308205,0.000050087892,0.004265651],"genre_scores_gemma":[0.20068252,0.004796345,0.003437718,0.48400155,0.13128458,0.000043277254,0.0003533608,0.003216627,0.17218404],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99174154,0.00039071243,0.002399225,0.0007668996,0.002120272,0.002581337],"domain_scores_gemma":[0.9899343,0.00029348658,0.001689035,0.0009774604,0.0019278463,0.0051778634],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0024169604,0.0013367761,0.0024159923,0.0039885873,0.0006369827,0.0014229035,0.0016598958,0.002269073,0.0025524017],"category_scores_gemma":[0.000609273,0.0011261071,0.0014978735,0.0010554316,0.0007003218,0.000585714,0.000028042992,0.0146023305,0.00026431176],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000045033084,0.0000116350375,0.00027243805,0.00047420905,0.00046144472,0.50092447,0.0011114604,0.000010897841,0.0000022604104,0.000024480574,0.49536046,0.0013012288],"study_design_scores_gemma":[0.00075538765,0.0009758764,0.00018522464,0.0030548782,0.00096268463,0.50473607,0.0004943183,0.0000041894536,0.000009133433,0.00038995084,0.4878835,0.00054877874],"about_ca_topic_score_codex":0.011354175,"about_ca_topic_score_gemma":0.009960269,"teacher_disagreement_score":0.40580967,"about_ca_system_score_codex":0.004936874,"about_ca_system_score_gemma":0.030480439,"threshold_uncertainty_score":0.9999383},"labels":[],"label_agreement":null},{"id":"W4392962129","doi":"10.1016/j.medengphy.2024.104155","title":"Evaluation of the accuracy of a UWB tracker for in-home positioning for older adults","year":2024,"lang":"en","type":"article","venue":"Medical Engineering & Physics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Glenrose Rehabilitation Hospital; University of Alberta","funders":"Mitacs","keywords":"Computer science; Simulation; Artificial intelligence","score_opus":0.017558734015854414,"score_gpt":0.3078032680015987,"score_spread":0.2902445339857443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392962129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90949726,0.00094827736,0.084248245,0.0022356797,0.0008874117,0.0019992865,0.000049579034,0.000070284186,0.00006397506],"genre_scores_gemma":[0.9979347,0.0000075332205,0.0014022101,0.000051360497,0.0003018613,0.000219213,0.000031268763,0.000029340603,0.000022520768],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985696,0.000015036922,0.00031188445,0.00015416768,0.00079115457,0.0001581436],"domain_scores_gemma":[0.9988542,0.00061468116,0.000045033146,0.0001777783,0.0002531166,0.00005514263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073557935,0.00009930617,0.00022005795,0.00004840373,0.000012042983,0.0000051367724,0.00009674941,0.00008406263,0.000023664312],"category_scores_gemma":[0.002304483,0.00007448502,0.00013743836,0.0002547622,0.00003527593,0.00006725125,0.000019982905,0.00017257883,8.969402e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024003035,0.00080120226,0.00041704637,0.013608922,0.0005110538,0.000006230934,0.009221393,0.023448104,0.015908174,0.007670831,0.002212197,0.9259548],"study_design_scores_gemma":[0.0033306994,0.0001273486,0.010356947,0.006712286,0.0002972976,0.000008011303,0.00005835518,0.9620049,0.015798498,0.00087923656,0.0003224867,0.000103926286],"about_ca_topic_score_codex":0.000010154509,"about_ca_topic_score_gemma":0.0000025125428,"teacher_disagreement_score":0.9385568,"about_ca_system_score_codex":0.00008263431,"about_ca_system_score_gemma":0.00025020688,"threshold_uncertainty_score":0.3037411},"labels":[],"label_agreement":null},{"id":"W4392983885","doi":"10.21203/rs.3.rs-4090215/v1","title":"Evaluation of the Relationship Between Frailty Level and Quality of Life in Elderly Individuals with Type 2 Diabetes","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Type 2 diabetes; Quality of life (healthcare); Medicine; Diabetes mellitus; Psychology; Endocrinology; Nursing","score_opus":0.4688327522107176,"score_gpt":0.49905043537424426,"score_spread":0.030217683163526687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392983885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905933,0.0033946855,0.0000031033505,0.002470553,0.000062742314,0.0021756433,0.00042212332,0.000015855912,0.00086196617],"genre_scores_gemma":[0.99910563,0.00002992522,0.00022072867,0.000008597242,0.000090534944,0.00011260364,0.00013861935,0.000030990097,0.00026237642],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99264175,0.0022332855,0.00067377655,0.0004419577,0.0037118322,0.0002973787],"domain_scores_gemma":[0.9934962,0.003218767,0.00022645299,0.0008972594,0.0020352234,0.00012613909],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.013757441,0.0001747771,0.00058422936,0.0004985199,0.000052067247,0.000030455221,0.00026308294,0.00037530134,0.0000532485],"category_scores_gemma":[0.024336819,0.00011770072,0.00007684086,0.00096126605,0.00042138898,0.000040850035,0.0008116859,0.0021377732,0.0000075367566],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038104346,0.00006823691,0.9879652,0.005395151,0.00017591896,3.9048078e-7,0.0016204756,0.000054419437,0.00008689001,0.00025975573,0.00030654183,0.0040288605],"study_design_scores_gemma":[0.0010955655,0.00034806234,0.9754571,0.0065938714,0.0001851519,2.399212e-7,0.000442296,0.00014181582,0.00049671804,0.015116868,0.00002026912,0.00010208922],"about_ca_topic_score_codex":0.0010026746,"about_ca_topic_score_gemma":0.0008085895,"teacher_disagreement_score":0.014857112,"about_ca_system_score_codex":0.0002430518,"about_ca_system_score_gemma":0.002652195,"threshold_uncertainty_score":0.9838816},"labels":[],"label_agreement":null},{"id":"W4393025272","doi":"10.1007/s41999-023-00919-2","title":"How to incorporate chronic health conditions in oncologic decision-making and care for older patients with cancer? A survey among healthcare professionals","year":2024,"lang":"en","type":"article","venue":"European Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"H2020 Societal Challenges","keywords":"Medicine; Psychosocial; Health care; Modalities; Disease; Population ageing; Chronic condition; Population; Cancer; Chronic care; Gerontology; Family medicine; Chronic disease; Psychiatry; Internal medicine; Environmental health","score_opus":0.027166667300209394,"score_gpt":0.35404681641024977,"score_spread":0.3268801491100404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393025272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94813734,0.015026944,0.0011068555,0.028779306,0.001162915,0.0050117997,0.00049354107,0.00015162378,0.00012969693],"genre_scores_gemma":[0.99469304,0.00027623525,0.0010540506,0.001893873,0.0006778461,0.00021305704,0.0006433124,0.000091778,0.00045683316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972867,0.00045346047,0.0005733257,0.00071644556,0.00047382308,0.0004962601],"domain_scores_gemma":[0.99775183,0.00084751094,0.0002131393,0.00032642682,0.00043293435,0.00042813772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001098272,0.00029855449,0.00066748634,0.0005659451,0.00017782421,0.00003984786,0.00013375451,0.00006578212,0.00006253361],"category_scores_gemma":[0.00092031097,0.0001991633,0.00003593342,0.0011854752,0.000115091534,0.000121368656,0.000097284545,0.00036823264,0.000007940018],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075536256,0.00020356862,0.59507656,0.00559225,0.000106467895,0.0003770426,0.013703893,0.000058565103,0.00001632171,0.000044227516,0.07276345,0.31130227],"study_design_scores_gemma":[0.0042793467,0.0030449524,0.97425765,0.012983474,0.000051441086,0.00001270262,0.001121527,0.00010219866,0.0000015102885,0.000028158976,0.0039074505,0.00020959212],"about_ca_topic_score_codex":0.00056435255,"about_ca_topic_score_gemma":0.0054252716,"teacher_disagreement_score":0.3791811,"about_ca_system_score_codex":0.0008371001,"about_ca_system_score_gemma":0.0009111038,"threshold_uncertainty_score":0.81216437},"labels":[],"label_agreement":null},{"id":"W4393041746","doi":"10.1016/j.bjpt.2024.100794","title":"COMPARISON OF BALANCE AND MUSCLE STRENGTH IN COMMUNITY-DWELLING OLDER ADULTS CLASSIFIED BY THE PHYSICAL FRAILTY PHENOTYPE: PRELIMINARY RESULTS","year":2024,"lang":"en","type":"article","venue":"Brazilian Journal of Physical Therapy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Balance (ability); Muscle strength; Phenotype; Gerontology; Medicine; Physical medicine and rehabilitation; Biology; Genetics; Gene","score_opus":0.032829629871864004,"score_gpt":0.34215324958902854,"score_spread":0.30932361971716454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393041746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925533,0.0037162865,0.000080045065,0.002740126,0.00015236167,0.00033233364,0.000044042357,0.000024985096,0.000356547],"genre_scores_gemma":[0.9988586,0.00022547638,0.00013898028,0.00014207188,0.00047891441,0.0000051076927,0.000015513135,0.000038123795,0.000097225835],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99790907,0.00039284566,0.0006761289,0.00022092165,0.00052585383,0.0002751549],"domain_scores_gemma":[0.9974528,0.0015502779,0.00028410854,0.00041314538,0.00014361378,0.00015608697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047837125,0.00025533081,0.0007449973,0.000102431964,0.00009384497,0.000041837735,0.00033447926,0.000087889435,0.000010942488],"category_scores_gemma":[0.00015196677,0.00016231998,0.00022945441,0.0003795811,0.00035000415,0.00019910671,0.000049697293,0.0016942758,0.000005194475],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01256302,0.008947217,0.0032659695,0.0007881795,0.0005303412,0.00009398769,0.0991586,0.00025760656,0.07760681,0.00039266527,0.015755497,0.7806401],"study_design_scores_gemma":[0.04297966,0.03128345,0.527299,0.019014435,0.00047123188,0.00022029283,0.020517012,0.21089451,0.12228294,0.0048103295,0.018910129,0.0013170649],"about_ca_topic_score_codex":0.000044225926,"about_ca_topic_score_gemma":0.000007615453,"teacher_disagreement_score":0.77932304,"about_ca_system_score_codex":0.00005246112,"about_ca_system_score_gemma":0.00008952295,"threshold_uncertainty_score":0.7360879},"labels":[],"label_agreement":null},{"id":"W4393054378","doi":"10.3389/fphar.2024.1379965","title":"Low TGF-β1 plasma levels are associated with cognitive decline in Down syndrome","year":2024,"lang":"en","type":"article","venue":"Frontiers in Pharmacology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"European Commission; Ministero della Salute; Università Degli Studi di Modena e Reggio Emila","keywords":"Cognitive decline; Dementia; Neuroprotection; Medicine; Asymptomatic; Neuroinflammation; Neuropsychology; Internal medicine; Disease; Neurotypical; Oncology; Cognition; Psychology; Psychiatry","score_opus":0.017779423608505575,"score_gpt":0.3029088601706202,"score_spread":0.2851294365621146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393054378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98725903,0.0011499563,0.0006158746,0.005071421,0.0035475143,0.0009800814,0.00018737222,0.00018466334,0.0010040721],"genre_scores_gemma":[0.99425477,0.00010254162,0.00073513645,0.002277721,0.00012907045,0.0001687989,0.000113292255,0.00006326355,0.002155395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99785936,0.00019976191,0.00044312535,0.00057480764,0.00028841765,0.0006345525],"domain_scores_gemma":[0.99911314,0.0003979022,0.00009570697,0.000121945995,0.00010310628,0.00016817031],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00037465585,0.00029423492,0.0007121628,0.00067674235,0.000033021217,0.000020188907,0.00016224242,0.0002904561,0.0005524632],"category_scores_gemma":[0.000293647,0.0002663505,0.000070434435,0.0009599141,0.00026413397,0.00014973144,0.00008424452,0.0009722614,0.00008701399],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034008007,0.0021269564,0.6708974,0.0008380403,0.002326973,0.06468943,0.0035473509,0.0003647012,0.0027952974,0.000014453981,0.22694646,0.02205212],"study_design_scores_gemma":[0.04475225,0.0024930334,0.8786232,0.00671786,0.0011992702,0.0018896045,0.0026724003,0.036733955,0.013873861,0.00058158103,0.009233048,0.001229951],"about_ca_topic_score_codex":0.00003408983,"about_ca_topic_score_gemma":0.00028567459,"teacher_disagreement_score":0.2177134,"about_ca_system_score_codex":0.000619334,"about_ca_system_score_gemma":0.00029089977,"threshold_uncertainty_score":0.99997884},"labels":[],"label_agreement":null},{"id":"W4393098411","doi":"10.1016/j.ejca.2024.113688","title":"Psychometric validation of the Danish BREAST-Q reconstruction module","year":2024,"lang":"en","type":"article","venue":"European Journal of Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Eli Lilly Canada; Pfizer; Eli Lilly and Company; Pfizer Canada; Bristol-Myers Squibb","keywords":"Danish; Breast reconstruction; Breast cancer; Medical physics; Medicine; Oncology; Internal medicine; Cancer; Philosophy","score_opus":0.022230372356727347,"score_gpt":0.2886490288463309,"score_spread":0.26641865648960356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393098411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97152114,0.0046786354,0.0007997086,0.0057029095,0.0043439865,0.000108338856,0.00001600257,0.000018205386,0.012811077],"genre_scores_gemma":[0.9963944,0.00037870233,0.00038512397,0.000089993715,0.0008611031,3.8901644e-7,5.0267414e-7,0.000022253507,0.001867514],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99905455,0.00010467676,0.0003594591,0.0000807701,0.0003233679,0.00007716216],"domain_scores_gemma":[0.9993073,0.000023675659,0.00020767254,0.00014662517,0.00026029217,0.000054449363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046372338,0.0000652093,0.00013161043,0.00019468284,0.000021418806,0.000022564542,0.000113253,0.0000131886245,0.00032167058],"category_scores_gemma":[0.00009849137,0.000040548508,0.00013032225,0.0005644315,0.000050781757,0.00013498185,0.000015986354,0.00023907593,0.000016458554],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009890013,0.000039172406,0.016317729,0.00014437534,0.00019364216,0.000030325258,0.00035655484,0.00021664001,0.017157782,0.000030605446,0.016428221,0.94898605],"study_design_scores_gemma":[0.0022486537,0.0005050285,0.86949784,0.0044226656,0.00050684414,0.008143732,0.00014845101,0.00033558914,0.03733884,0.00019026545,0.07649775,0.00016434208],"about_ca_topic_score_codex":0.0000056215313,"about_ca_topic_score_gemma":0.0000011181135,"teacher_disagreement_score":0.9488217,"about_ca_system_score_codex":0.000081379025,"about_ca_system_score_gemma":0.0001024191,"threshold_uncertainty_score":0.35220674},"labels":[],"label_agreement":null},{"id":"W4393114774","doi":"10.1016/j.jgo.2024.101750","title":"TOward a comPrehensive supportive Care intervention for Older men with metastatic Prostate cancer (TOPCOP3): A pilot randomized controlled trial and process evaluation","year":2024,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Varian Medical Systems (Canada); University Health Network; University of Toronto; Toronto General Hospital; Princess Margaret Cancer Centre","funders":"Rising Tide Foundation; Canadian Institutes of Health Research; Rising Tide Foundation for Clinical Cancer Research","keywords":"Medicine; Randomized controlled trial; Prostate cancer; Intervention (counseling); Oncology; Cancer; Internal medicine; Family medicine; Physical therapy; Intensive care medicine; Nursing","score_opus":0.0351374318988594,"score_gpt":0.39769349764143513,"score_spread":0.3625560657425757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393114774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93573666,0.026317736,0.0033652973,0.006390785,0.001757965,0.026002772,0.000042051684,0.00003342047,0.00035333194],"genre_scores_gemma":[0.99431694,0.000679886,0.0012681975,0.00009724011,0.0005945032,0.0026379626,0.000025214797,0.000031398824,0.00034866293],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9972036,0.00064136524,0.0012084825,0.00024154858,0.00048714125,0.00021784795],"domain_scores_gemma":[0.99521327,0.0013260958,0.0010056176,0.000075844815,0.0022517648,0.00012738608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019058975,0.00021076339,0.0020263619,0.0004060445,0.000041445586,0.000046548837,0.00006068971,0.00007417345,0.00014686456],"category_scores_gemma":[0.00085106975,0.00012403252,0.00037922373,0.00022609509,0.000113172006,0.00019077152,0.000015215042,0.00027270112,0.0000011997327],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9543523,0.00035553728,0.000021643991,0.0016862255,0.0025485603,0.00014349952,0.009297036,0.000065701715,0.00010837938,0.000013761057,0.0012309819,0.030176327],"study_design_scores_gemma":[0.9592196,0.01816876,0.00015225825,0.0006975657,0.0103497105,0.0006560024,0.0052573727,0.004519908,0.000089460715,0.00030785849,0.00045825297,0.00012330023],"about_ca_topic_score_codex":0.000042951386,"about_ca_topic_score_gemma":0.00002756011,"teacher_disagreement_score":0.058580294,"about_ca_system_score_codex":0.0005027982,"about_ca_system_score_gemma":0.0019210115,"threshold_uncertainty_score":0.50578994},"labels":[],"label_agreement":null},{"id":"W4393141962","doi":"10.3390/mps7020026","title":"The Frailty Reduction via Implementation of Exercise, Nutrition, and Deprescribing (FRIEND) Trial: Study Protocol and Recruitment Results","year":2024,"lang":"en","type":"article","venue":"Methods and Protocols","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Dementia Centre for Research Collaboration; James Cook University","keywords":"Medicine; Polypharmacy; Geriatrics; Gerontology; Deprescribing; Intervention (counseling); Malnutrition; Physical therapy; Pharmacist; Randomized controlled trial; Nursing; Psychiatry; Pharmacy","score_opus":0.1883090064541313,"score_gpt":0.534265631414234,"score_spread":0.3459566249601027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393141962","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0073629376,0.00018409734,0.002018776,0.0009595985,0.000082801904,0.9891952,0.000015473024,0.00006292844,0.00011818127],"genre_scores_gemma":[0.0046133064,0.000035733134,0.038731426,0.0000074032073,0.00011829902,0.95628375,0.000006117692,0.00002086399,0.00018308702],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979616,0.0005372227,0.0006460328,0.00043461454,0.00024105061,0.00017951033],"domain_scores_gemma":[0.99905866,0.0002973455,0.00014462706,0.0002920406,0.000113413065,0.00009390543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003131621,0.00016837321,0.0003115202,0.00009601923,0.00020285184,0.00014180626,0.00004847977,0.00006880492,0.000012782849],"category_scores_gemma":[0.0001663315,0.00011115332,0.000037469465,0.00021399061,0.00011441604,0.0001565233,0.00007621548,0.00017659414,3.7748546e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014112163,0.00027644605,0.00037388742,0.0014971046,0.00007574734,0.000005560796,0.0038075126,9.898881e-8,0.005858756,0.000083164756,0.00087195495,0.9730376],"study_design_scores_gemma":[0.26464602,0.025282787,0.023876123,0.008097609,0.0007527324,0.000340801,0.020704323,0.00067137246,0.1708651,0.015394366,0.4685927,0.00077606546],"about_ca_topic_score_codex":0.00013474592,"about_ca_topic_score_gemma":0.000019187924,"teacher_disagreement_score":0.97226155,"about_ca_system_score_codex":0.00003367529,"about_ca_system_score_gemma":0.00005907727,"threshold_uncertainty_score":0.45327008},"labels":[],"label_agreement":null},{"id":"W4393142544","doi":"10.3390/jcm13071891","title":"The Impact of Geriatric Conditions in Elderly Patients with Coronary Heart Disease: A State-of-the-Art Review","year":2024,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Comorbidity; Coronary artery disease; Sarcopenia; Acute coronary syndrome; Disease; Intensive care medicine; Population; Realm; Population ageing; Clinical trial; Gerontology; Cardiology; Internal medicine; Myocardial infarction","score_opus":0.06584272002766464,"score_gpt":0.4714546928107038,"score_spread":0.4056119727830392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393142544","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011166498,0.98975205,0.0000022205863,0.0058645476,0.0010618054,0.0019366454,0.00014125467,0.000005586948,0.00011921621],"genre_scores_gemma":[0.0014499981,0.9969847,0.000033473952,0.0003494496,0.0005236638,0.000022332202,0.000051681996,0.000054814078,0.0005298467],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99172336,0.0007866471,0.0056613777,0.00025649948,0.0012918012,0.0002802897],"domain_scores_gemma":[0.9905581,0.003778149,0.0036136669,0.0007676176,0.00079516787,0.00048729999],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0028742466,0.00040978668,0.00500087,0.0002677707,0.00003403927,0.0000055251894,0.00046889368,0.00015529711,0.00016429111],"category_scores_gemma":[0.00871878,0.0001454463,0.0018234694,0.0010930911,0.00073348463,0.00006966943,0.00008411931,0.0020997778,0.000017030772],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007742797,0.0009515269,0.021851912,0.07148841,0.0015569329,0.00025757687,0.000028090975,0.0000013931292,6.132254e-8,0.000004924675,0.27942333,0.6236616],"study_design_scores_gemma":[0.0028015038,0.0066445055,0.12235345,0.44801468,0.008062745,0.00027739513,0.000004037576,0.0000012452555,1.2500074e-8,0.00014266818,0.41157642,0.00012133009],"about_ca_topic_score_codex":0.000012501726,"about_ca_topic_score_gemma":0.0000072355624,"teacher_disagreement_score":0.6235402,"about_ca_system_score_codex":0.00015951597,"about_ca_system_score_gemma":0.0029152825,"threshold_uncertainty_score":0.9996312},"labels":[],"label_agreement":null},{"id":"W4393181902","doi":"10.21203/rs.3.rs-4112561/v1","title":"COVID-19 infection and 2-year mortality in nursing home residents who survived the first wave of the pandemic","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Rogue Research (Canada)","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Nursing; Internal medicine; Outbreak; Infectious disease (medical specialty)","score_opus":0.12620574713044183,"score_gpt":0.45697012984308494,"score_spread":0.3307643827126431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393181902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820821,0.0016115302,0.000007866019,0.011978961,0.00040284442,0.0023122446,0.00010998674,0.000054515796,0.0014399225],"genre_scores_gemma":[0.9966213,0.0021078102,0.0000068290965,0.00008911957,0.00019357885,0.00012308604,0.000036521902,0.00004002682,0.00078170793],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99609274,0.00091761834,0.0004461106,0.0005989734,0.0014885139,0.0004560542],"domain_scores_gemma":[0.9972195,0.00096216757,0.00010723961,0.001162976,0.00031985345,0.00022823883],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0037078962,0.00021876683,0.00045073545,0.00039717683,0.00020390324,0.00009118967,0.00028479545,0.00038759824,0.00007770664],"category_scores_gemma":[0.0044133603,0.00013513943,0.00015664221,0.0007404457,0.00079712697,0.0000380745,0.0013296761,0.0032163379,0.000012906353],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016056812,0.00010112514,0.9783633,0.0073070126,0.0001011081,0.000046566594,0.008010124,0.000093647264,0.00006531932,0.00020075146,0.004387382,0.0011631362],"study_design_scores_gemma":[0.00079955853,0.00009800782,0.9727426,0.010313317,0.00006078012,0.000026095555,0.00086727674,0.00068491424,0.000088198954,0.013810497,0.00039090545,0.00011785986],"about_ca_topic_score_codex":0.023290787,"about_ca_topic_score_gemma":0.017455483,"teacher_disagreement_score":0.014539191,"about_ca_system_score_codex":0.0013188219,"about_ca_system_score_gemma":0.0013003063,"threshold_uncertainty_score":0.9990833},"labels":[],"label_agreement":null},{"id":"W4393269114","doi":"10.29400/tjgeri.2024.384","title":"Comparison of Clinical Frailty Scale and Edmonton Frail Scale in older adults presenting to the emergency department","year":2024,"lang":"en","type":"article","venue":"The Turkish Journal of Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Scale (ratio); Gerontology; Medicine; Medical emergency; Geography; Nursing; Cartography","score_opus":0.04436973180002057,"score_gpt":0.3886143359721998,"score_spread":0.3442446041721792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393269114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9771948,0.01077887,0.00026080533,0.008910293,0.0018063438,0.0005995891,0.000014647919,0.00001589644,0.00041877935],"genre_scores_gemma":[0.99596035,0.0012449302,0.0009656939,0.00013032091,0.0012486024,0.0000072142875,0.0000032124526,0.000027500038,0.0004121797],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967145,0.0002376295,0.0017850639,0.00023963573,0.00071787613,0.00030529528],"domain_scores_gemma":[0.9982052,0.000469193,0.00046837333,0.0003690811,0.0002758871,0.00021225218],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023071573,0.00018715848,0.0006783505,0.00018454643,0.00007620331,0.000042387834,0.0003549572,0.00013154937,0.0001044139],"category_scores_gemma":[0.00063666375,0.00010403128,0.0002617307,0.00064762024,0.00009403374,0.00012533262,0.0001766291,0.00086976483,0.0000135009595],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081909035,0.00086374563,0.771309,0.0005147232,0.0002235658,0.000078680736,0.017255679,0.00022013033,0.0002760219,0.0000130168055,0.11139152,0.09703479],"study_design_scores_gemma":[0.002003596,0.00061015814,0.97045434,0.00086095626,0.00037702647,0.00022067025,0.0018100401,0.002732664,0.00088001706,0.00014219429,0.019740665,0.0001676519],"about_ca_topic_score_codex":0.00007876727,"about_ca_topic_score_gemma":0.00030712772,"teacher_disagreement_score":0.19914533,"about_ca_system_score_codex":0.000052995645,"about_ca_system_score_gemma":0.00014205984,"threshold_uncertainty_score":0.42422724},"labels":[],"label_agreement":null},{"id":"W4393324221","doi":"10.1007/978-3-031-47802-4_2","title":"Comprehensive Geriatric Assessment","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; St. Peter's Hospital","funders":"","keywords":"Medicine; Psychology","score_opus":0.03151188438995015,"score_gpt":0.31180559642151245,"score_spread":0.2802937120315623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393324221","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013049371,0.002451476,0.000074528376,0.0031288762,0.0012199223,0.00066855975,0.000043940374,0.00035314457,0.9920465],"genre_scores_gemma":[0.0005033983,0.0005845111,0.0023681966,0.0012296754,0.00086991995,0.000013398648,0.00020308033,0.00013126766,0.9940966],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99848235,0.000003409611,0.00034696443,0.0004855944,0.00047449756,0.00020718064],"domain_scores_gemma":[0.9989621,0.00007931753,0.00007025926,0.00054498296,0.00017755252,0.0001658039],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000345091,0.0003777488,0.0005848045,0.00026693725,0.000023795832,0.000032682594,0.000095192016,0.00036441142,0.010617703],"category_scores_gemma":[0.0000048315947,0.000303778,0.00028027108,0.000034436453,0.00006524205,0.000023215503,0.00013561703,0.0007552216,0.0061016884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026677868,0.000037692524,0.000013155393,0.0016606047,0.0008938502,0.001541952,0.000050446986,0.0000013184815,0.00012249373,0.42559075,0.5553017,0.014759323],"study_design_scores_gemma":[0.00050296827,0.00023348468,0.00020237613,0.0005890442,0.0005448745,0.0002582207,0.000012573923,0.000057190067,0.000015321093,0.013136731,0.9841565,0.00029073955],"about_ca_topic_score_codex":0.000019020707,"about_ca_topic_score_gemma":0.00000619098,"teacher_disagreement_score":0.42885473,"about_ca_system_score_codex":0.00025493893,"about_ca_system_score_gemma":0.00021725685,"threshold_uncertainty_score":0.9999414},"labels":[],"label_agreement":null},{"id":"W4393384819","doi":"10.1093/gerona/glae094","title":"Claims-Based Frailty Index and Its Relationship With Commonly Used Clinical Frailty Measures","year":2024,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health","keywords":"Frailty Index; Gerontology; Medicine; Index (typography); Scale (ratio)","score_opus":0.21207986830139403,"score_gpt":0.4118988040971718,"score_spread":0.19981893579577775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393384819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9231,0.013178204,0.00094928656,0.060998943,0.00031137204,0.00043017385,0.00002229894,0.00010671908,0.000903017],"genre_scores_gemma":[0.99693084,0.00031901698,0.0006664593,0.0006861604,0.0001980229,0.00001532926,0.0000056898116,0.000038161787,0.0011403384],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99764776,0.0004762791,0.0007971583,0.00029185167,0.00045649355,0.00033042562],"domain_scores_gemma":[0.9970271,0.0017278189,0.00025841908,0.00048492543,0.00029756958,0.0002041876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014980343,0.00024328654,0.0007031605,0.00015083414,0.00019488003,0.000051749867,0.00022804031,0.00032430774,0.00020370202],"category_scores_gemma":[0.0008995911,0.00014403752,0.00014566514,0.0002505165,0.0007913143,0.00026744313,0.0000552848,0.0012149103,0.000017384962],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059157647,0.00033177793,0.95363253,0.0005381058,0.0013486773,0.00040177986,0.002918171,0.00011838864,0.0011283966,0.002883416,0.012288728,0.018494235],"study_design_scores_gemma":[0.0035915647,0.0023414881,0.9666341,0.0012382125,0.0006223186,0.002286046,0.00074392685,0.0015039425,0.0011396249,0.0027952865,0.016826322,0.00027717624],"about_ca_topic_score_codex":0.000056145607,"about_ca_topic_score_gemma":0.0016221525,"teacher_disagreement_score":0.073830836,"about_ca_system_score_codex":0.00004364425,"about_ca_system_score_gemma":0.00040352033,"threshold_uncertainty_score":0.58736795},"labels":[],"label_agreement":null},{"id":"W4393863939","doi":"10.46332/aemj.1335000","title":"Decision-making for Postoperative Care in Geriatric Patients Undergoing Minor Surgeries using Mini Mental State Examination, Barthel Index of Activities of Daily Living and CSHA-Clinical Frailty Scale","year":2023,"lang":"en","type":"article","venue":"Ahi Evran Medical Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pacu; Barthel index; Activities of daily living; Mini–Mental State Examination; Cognitive impairment; Montreal Cognitive Assessment; Cognition; Physical therapy; Surgery; Psychiatry","score_opus":0.024575350814609875,"score_gpt":0.3460081569040533,"score_spread":0.3214328060894434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393863939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968887,0.00034558022,0.0013943876,0.0002458309,0.00058555196,0.00041709145,0.00006218938,0.000014909448,0.000045753302],"genre_scores_gemma":[0.9969879,0.00039041793,0.002273711,0.00011896053,0.00013342401,0.00000679144,0.000016296686,0.000028994302,0.000043539287],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967493,0.00029497725,0.0012323007,0.00027805258,0.0010918241,0.00035357286],"domain_scores_gemma":[0.9937881,0.005001758,0.00043740752,0.00014494406,0.00036264092,0.0002650967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017078797,0.00019498997,0.0006918197,0.0005210979,0.00015924661,0.000031175987,0.00014450646,0.00018461961,0.00010981598],"category_scores_gemma":[0.007202108,0.00016787279,0.00015021206,0.00041650227,0.0003533972,0.00030659078,0.00014236291,0.00037502972,6.7830973e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055691914,0.00022430635,0.74379116,0.00031779983,0.00009857596,0.000050942468,0.02209073,0.000026222096,0.00024751548,0.0000015674583,0.00041196702,0.23218232],"study_design_scores_gemma":[0.0053902003,0.00092414307,0.96265304,0.005526077,0.000075315496,0.00013271435,0.020616246,0.0039388444,0.00033649703,0.00013207969,0.00007540759,0.00019945517],"about_ca_topic_score_codex":0.000024222692,"about_ca_topic_score_gemma":0.00048290376,"teacher_disagreement_score":0.23198287,"about_ca_system_score_codex":0.00013584245,"about_ca_system_score_gemma":0.0006798004,"threshold_uncertainty_score":0.86221164},"labels":[],"label_agreement":null},{"id":"W4393986334","doi":"10.1111/codi.16967","title":"Frailty in inflammatory bowel disease: analysis of the National Inpatient Sample 2015–2019","year":2024,"lang":"en","type":"article","venue":"Colorectal Disease","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; McMaster University","funders":"","keywords":"Medicine; Colectomy; Healthcare Cost and Utilization Project; Inflammatory bowel disease; Odds ratio; Retrospective cohort study; Logistic regression; Odds; Internal medicine; Population; Cohort study; Ulcerative colitis; Disease; Health care","score_opus":0.016039526506770423,"score_gpt":0.2953780128208758,"score_spread":0.27933848631410535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393986334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99320513,0.0014568141,0.000029650635,0.0023387598,0.00032904933,0.00056242855,0.0015845473,0.000067473185,0.00042613383],"genre_scores_gemma":[0.9984763,0.000026593823,0.000033036486,0.00036043033,0.00008109234,0.00009566739,0.00039323434,0.000020380608,0.00051322667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99827266,0.00007455279,0.000360827,0.00033408636,0.00074789196,0.00020999179],"domain_scores_gemma":[0.9988746,0.00028067932,0.0000614556,0.0002878887,0.0001496205,0.0003457431],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015524257,0.0001591185,0.00022745923,0.00043625798,0.00004001235,0.000026807527,0.0001733053,0.000051930932,0.00049667776],"category_scores_gemma":[0.001344382,0.00011828275,0.00036759998,0.0011750219,0.00016643992,0.00010867457,0.000121964375,0.00018842115,0.00004200038],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007953781,0.0004301978,0.976069,0.00044996888,0.0006331314,0.00007465497,0.0004591623,0.0021999266,0.00038644136,0.0010524757,0.01664493,0.0008047357],"study_design_scores_gemma":[0.00045224183,0.000036423822,0.96150154,0.0002432328,0.0008935045,4.845477e-7,0.000018485185,0.033421356,0.00006215164,0.00063180836,0.0026195536,0.00011919864],"about_ca_topic_score_codex":0.0000636106,"about_ca_topic_score_gemma":0.00010656142,"teacher_disagreement_score":0.031221427,"about_ca_system_score_codex":0.0002838528,"about_ca_system_score_gemma":0.00076238316,"threshold_uncertainty_score":0.54382735},"labels":[],"label_agreement":null},{"id":"W4393987856","doi":"10.1111/aas.14418","title":"The impact of frailty and rapid response team activation on patients admitted to the intensive care unit: A case‐control matched, observational, single‐centre cohort study","year":2024,"lang":"en","type":"article","venue":"Acta Anaesthesiologica Scandinavica","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Dalhousie University","keywords":"Medicine; Intensive care unit; Observational study; Hazard ratio; Emergency department; Proportional hazards model; Retrospective cohort study; Emergency medicine; Cohort study; APACHE II; Cohort; Risk of mortality; Internal medicine; Confidence interval","score_opus":0.04967113141591888,"score_gpt":0.3266847311742302,"score_spread":0.2770135997583113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393987856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98597336,0.0002192059,0.000003366467,0.010189987,0.00008489276,0.0032275647,0.00012157756,0.00008337191,0.00009665688],"genre_scores_gemma":[0.99822074,0.00004539062,0.000022733879,0.0012986109,0.00005600435,0.00012903285,0.00006765088,0.000032178406,0.00012762749],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976354,0.00063819136,0.00043745074,0.0005174201,0.00041906422,0.00035244308],"domain_scores_gemma":[0.9957117,0.0023329656,0.00016267765,0.0006791115,0.0009342497,0.00017932954],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005921851,0.00032396943,0.00046387376,0.000146786,0.00035921752,0.00008345502,0.00022956463,0.0001439156,0.000046249294],"category_scores_gemma":[0.0040813508,0.00015448174,0.00015608684,0.00055867655,0.00017240735,0.000096834505,0.00008493822,0.0003765825,0.000012039726],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008690703,0.00040844345,0.95115286,0.000028499262,0.0005088482,0.00020667352,0.007240994,0.000048505648,0.0017128751,0.000012647707,0.007273459,0.022715516],"study_design_scores_gemma":[0.0014829361,0.011764332,0.97133297,0.0002718029,0.00019291246,0.000054526157,0.012604915,0.00018015396,0.00014585201,0.000024591614,0.001776985,0.00016802126],"about_ca_topic_score_codex":0.0003445639,"about_ca_topic_score_gemma":0.000093363604,"teacher_disagreement_score":0.022547495,"about_ca_system_score_codex":0.0003289371,"about_ca_system_score_gemma":0.00016276247,"threshold_uncertainty_score":0.6299582},"labels":[],"label_agreement":null},{"id":"W4394093177","doi":"10.6084/m9.figshare.4148307","title":"PowerPoint Slides for: Cognitive Impairment in Advanced Chronic Kidney Disease: The Canadian Frailty Observation and Interventions Trial","year":2016,"lang":"en","type":"dataset","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Psychological intervention; Medicine; Gerontology; Kidney disease; Cognition; Disease; Internal medicine; Psychiatry","score_opus":0.0760918134335647,"score_gpt":0.35006999695386115,"score_spread":0.27397818352029646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394093177","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000054534536,0.0011531856,6.094541e-7,0.0042239595,0.00027909243,0.0055728755,0.9886672,0.00002260818,0.000025970494],"genre_scores_gemma":[0.00076438254,0.00006124457,0.000009557341,0.0011101253,0.00049572723,0.0041772933,0.99277335,0.0000311164,0.0005771879],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837744,0.00007072974,0.00043415435,0.00044732055,0.00025806765,0.00041228023],"domain_scores_gemma":[0.99810827,0.00037464776,0.00023003548,0.0004738569,0.00023439212,0.0005787834],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011844681,0.00030196775,0.0003679443,0.00020814584,0.00016068913,0.00006651402,0.0002071137,0.0002311743,0.04041458],"category_scores_gemma":[0.008676529,0.00021216298,0.00023634169,0.00013048566,0.00003028185,0.00012881572,0.000104181905,0.00037207338,0.00023870445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016616713,0.00007424348,0.000012210519,0.0018280423,0.00007474739,0.00003305109,0.000025907586,2.6098172e-7,2.7830322e-7,0.0000010247788,0.99379474,0.0024938039],"study_design_scores_gemma":[0.026228303,0.00070942554,0.0060299933,0.04570612,0.00016184695,0.0000054250886,0.000022345825,0.000013659732,0.0000035982496,0.00004822197,0.92083496,0.0002360922],"about_ca_topic_score_codex":0.0054638716,"about_ca_topic_score_gemma":0.38349554,"teacher_disagreement_score":0.37803167,"about_ca_system_score_codex":0.0010759803,"about_ca_system_score_gemma":0.0025248283,"threshold_uncertainty_score":0.9996738},"labels":[],"label_agreement":null},{"id":"W4394126097","doi":"10.6084/m9.figshare.14332340","title":"Supplementary Material for: Effects of Sex and Physical Activity Level on Serum Biomarker-Based Physiological Dysregulation: The Impact to Predict Frailty and Mortality in the Quebec NuAge Cohort","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Biomarker; Cohort; Gerontology; Physical activity; Demography; Medicine; Cohort study; Environmental health; Internal medicine; Biology; Physical therapy; Genetics","score_opus":0.07044867622553252,"score_gpt":0.3566825079581312,"score_spread":0.2862338317325987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394126097","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37541273,0.000008767081,2.026971e-7,0.00026019715,0.00004014744,0.0019824083,0.62228674,0.000007214575,0.0000016210342],"genre_scores_gemma":[0.29856703,0.0000013015216,0.0000051276543,0.00025631156,0.00023781472,0.00051121553,0.7003998,0.000013019318,0.00000839869],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9981575,0.0003457795,0.00022889646,0.00053566584,0.0004388767,0.0002932937],"domain_scores_gemma":[0.9977063,0.0011867504,0.00014995197,0.00078879157,0.00006226798,0.00010595568],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017708333,0.0003863123,0.000678273,0.00006081806,0.00008220859,0.000053038097,0.00023613687,0.00023635715,0.0065827984],"category_scores_gemma":[0.0008574493,0.00021392656,0.00014156125,0.00017127131,0.000059289734,0.0000482236,0.00019306994,0.00033878218,0.0000036461693],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036773385,0.00044232997,0.00070500816,0.0020102274,0.00018235267,0.000047461777,0.00008247064,0.0000067508213,0.0005641576,7.770189e-8,0.99472636,0.0008650861],"study_design_scores_gemma":[0.0016336457,0.000916382,0.9498872,0.0022237853,0.0001915655,0.000009910814,0.000035720896,0.00031419934,0.003085852,0.000005443372,0.041474044,0.00022224909],"about_ca_topic_score_codex":0.0022231436,"about_ca_topic_score_gemma":0.0024231449,"teacher_disagreement_score":0.9532523,"about_ca_system_score_codex":0.000105850886,"about_ca_system_score_gemma":0.00019039931,"threshold_uncertainty_score":0.99432534},"labels":[],"label_agreement":null},{"id":"W4394150595","doi":"10.6084/m9.figshare.7942172","title":"Health care are associated with worsening of frailty in community older adults","year":2019,"lang":"en","type":"dataset","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Medicine","score_opus":0.05186145256697912,"score_gpt":0.3218186659771589,"score_spread":0.2699572134101798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394150595","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001298321,0.0011508908,2.2532618e-8,0.00017545915,0.000079533645,0.0015982891,0.9955242,0.00005581501,0.00011745505],"genre_scores_gemma":[0.015514598,0.000012936029,0.000020025855,0.0007342438,0.000074462536,0.00014930214,0.98327005,0.00007071311,0.00015367375],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99724823,0.0003967402,0.0006538889,0.0004345207,0.0007060058,0.00056062307],"domain_scores_gemma":[0.9960074,0.00054208573,0.0010994683,0.0015764738,0.00056715123,0.00020745717],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013605067,0.00050709903,0.0014734394,0.000339367,0.000095603245,0.000014468338,0.0005372236,0.00067186437,0.025773158],"category_scores_gemma":[0.003369492,0.00045490256,0.00014347286,0.0005593236,0.000024608351,0.00008215768,0.00029653337,0.0028199807,0.0004997459],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014360728,0.0003077157,0.0009433364,0.01170657,0.000106484884,0.00008861287,0.0016334032,0.0000084972735,7.403772e-8,9.010251e-9,0.9845977,0.00046402562],"study_design_scores_gemma":[0.005788528,0.00090993935,0.1584931,0.330335,0.00007608206,0.00002856307,0.003037598,0.0000102450795,0.00001303114,2.1934366e-7,0.5007409,0.0005668421],"about_ca_topic_score_codex":0.0022277115,"about_ca_topic_score_gemma":0.026120646,"teacher_disagreement_score":0.4838568,"about_ca_system_score_codex":0.0006243924,"about_ca_system_score_gemma":0.0008195539,"threshold_uncertainty_score":0.99979025},"labels":[],"label_agreement":null},{"id":"W4394164885","doi":"10.6084/m9.figshare.24954474","title":"Additional file 1 of Community ambulation in older adults and people with OA – a model verification using Canadian Longitudinal Study on Aging (CLSA) data","year":2024,"lang":"en","type":"dataset","venue":"Open MIND","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Longitudinal data; Gerontology; Longitudinal study; Data file; Psychology; Computer science; Medicine; Database; Data mining","score_opus":0.1480078595654142,"score_gpt":0.3753407948474634,"score_spread":0.2273329352820492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394164885","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029347083,0.000008811592,0.0000024540473,0.00009269077,0.000026262092,0.0013517746,0.9690604,0.0000012259811,0.00010927484],"genre_scores_gemma":[0.030530354,0.0000018159614,0.0017417648,0.000027911821,0.00003809915,0.00010289486,0.9674464,0.000021963107,0.00008883571],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862313,0.00010809898,0.00031279487,0.00044014634,0.00033064472,0.0001851581],"domain_scores_gemma":[0.99799204,0.00034620316,0.00016626374,0.0012586663,0.00010295701,0.00013386193],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00026013763,0.0002201939,0.0003806882,0.00036694313,0.000115854935,0.000095486066,0.000482738,0.00012782137,0.0818969],"category_scores_gemma":[0.00030738066,0.00021016088,0.00001394993,0.00030148015,0.00005502466,0.000248616,0.00035514397,0.0006809225,0.00011747408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012620668,0.000381983,0.00025658205,0.00015184299,0.000064587264,0.000039212846,0.0011464277,0.000120350065,3.9059526e-7,3.9168615e-8,0.9960667,0.0016456763],"study_design_scores_gemma":[0.004889511,0.0010696294,0.36150998,0.020911722,0.00087012106,0.00020830953,0.008006413,0.07433735,0.0000037478835,0.000007141257,0.52732134,0.0008647226],"about_ca_topic_score_codex":0.17455223,"about_ca_topic_score_gemma":0.8516844,"teacher_disagreement_score":0.6771321,"about_ca_system_score_codex":0.00023656865,"about_ca_system_score_gemma":0.00091844983,"threshold_uncertainty_score":0.9189424},"labels":[],"label_agreement":null},{"id":"W4394177484","doi":"10.6084/m9.figshare.14046380","title":"Supplementary Material for: Frailty and Autonomy among the Oldest Old: Evidence from the Multicenter Prospective AgeCoDe-AgeQualiDe Study","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Autonomy; Gerontology; Psychology; Medicine; Political science","score_opus":0.06053507208894765,"score_gpt":0.3339168989103492,"score_spread":0.27338182682140155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394177484","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043313834,0.0003484978,3.632979e-7,0.000821594,0.0004589038,0.0077233375,0.986271,0.000039292278,0.0000056188164],"genre_scores_gemma":[0.0039275265,0.00002810225,0.000081858016,0.001272114,0.0014946144,0.004298864,0.98851824,0.000063336185,0.0003153648],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99710834,0.000284007,0.0005928537,0.0009805309,0.00056499615,0.0004692436],"domain_scores_gemma":[0.9954359,0.0021240124,0.00036202083,0.0016814047,0.00025147764,0.00014520224],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002271769,0.00057093165,0.00066369906,0.00004878747,0.00033867516,0.00039583264,0.0007674072,0.00024801586,0.23401566],"category_scores_gemma":[0.002387487,0.000346574,0.00018083127,0.00014125911,0.000065003194,0.00019190546,0.0009733782,0.00075437076,0.00015884358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016166171,0.0002158391,0.0030773077,0.00052092335,0.00048269331,0.00017603676,0.0017895248,5.641337e-7,0.000007439988,4.251648e-8,0.99333215,0.0002358487],"study_design_scores_gemma":[0.002456699,0.00035858652,0.13469788,0.009930499,0.0007897736,0.000014030022,0.001992999,0.000023854062,0.00024389547,0.000004697405,0.8491037,0.00038341005],"about_ca_topic_score_codex":0.0041436167,"about_ca_topic_score_gemma":0.013467019,"teacher_disagreement_score":0.23385681,"about_ca_system_score_codex":0.00026632356,"about_ca_system_score_gemma":0.00033455217,"threshold_uncertainty_score":0.9998986},"labels":[],"label_agreement":null},{"id":"W4394192518","doi":"10.6084/m9.figshare.19419008","title":"Supplementary Material for: Methods of Assessing Frailty in the Critically Ill: A Systematic Review of the Current Literature","year":2022,"lang":"en","type":"review","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Critically ill; Current (fluid); Intensive care medicine; Computer science; Medicine; Risk analysis (engineering); Engineering","score_opus":0.16275406918281496,"score_gpt":0.4775671357608839,"score_spread":0.31481306657806896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394192518","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.4757651e-8,0.6033263,0.0000014178486,0.0002292877,0.00020346406,0.0054331417,0.39073548,0.000005466267,0.00006538837],"genre_scores_gemma":[2.2353652e-7,0.7318192,0.0009870515,0.00083587476,0.00012723473,0.004464036,0.2617031,0.000044626817,0.00001866274],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99482745,0.0021805095,0.0017385854,0.000332523,0.00065427617,0.00026666943],"domain_scores_gemma":[0.9947997,0.002596232,0.00093711517,0.0012282905,0.0003925876,0.00004610921],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012365053,0.00038830287,0.002951546,0.00011276886,0.000057563706,0.000046063218,0.0009284,0.00013745269,0.060848],"category_scores_gemma":[0.020107126,0.00019209663,0.0010551102,0.0006630735,0.000019340001,0.00005529392,0.00034225814,0.00084311474,0.000003306589],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020117916,0.0000620425,6.488684e-8,0.81774145,0.00007577055,0.0000063486477,0.000112637375,7.2010446e-9,1.7528868e-7,0.0000074695754,0.094619825,0.0873722],"study_design_scores_gemma":[0.00010000647,0.000034163204,8.155966e-7,0.50865585,0.001272718,0.00006721571,0.00002263232,0.0000011026502,0.0000018092287,0.000008402648,0.48975435,0.00008094668],"about_ca_topic_score_codex":0.0000028253778,"about_ca_topic_score_gemma":0.0000025033764,"teacher_disagreement_score":0.3951345,"about_ca_system_score_codex":0.00015980689,"about_ca_system_score_gemma":0.00052313606,"threshold_uncertainty_score":0.9881469},"labels":[],"label_agreement":null},{"id":"W4394467775","doi":"10.6084/m9.figshare.14281819","title":"Frailty Significantly Associated with a Risk for Mid-term Outcomes in Elderly Chronic Coronary Syndrome Patients: a Prospective Study","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Term (time); Acute coronary syndrome; Prospective cohort study; Internal medicine; Gerontology; Cardiology; Myocardial infarction","score_opus":0.035038048541695094,"score_gpt":0.29962245267315196,"score_spread":0.2645844041314569,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394467775","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043095194,0.00023320102,8.608631e-8,0.000030536867,0.00013457802,0.009765197,0.9466321,0.000100220044,0.000008891844],"genre_scores_gemma":[0.05707303,0.0000081231365,0.000013929325,0.000090491434,0.00007149242,0.006375713,0.9358417,0.000119271135,0.00040626898],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9960076,0.00021462495,0.0007716553,0.0012981473,0.0009408347,0.00076711056],"domain_scores_gemma":[0.99618274,0.0008652133,0.00076914544,0.0011959918,0.0007605147,0.00022639676],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000118573065,0.0008327244,0.0017454601,0.00032827703,0.00013268966,0.00008518981,0.00048368698,0.00060570874,0.02964596],"category_scores_gemma":[0.006658065,0.00069478835,0.00027699256,0.0005788111,0.000027570102,0.00015988608,0.00023769552,0.0013814035,0.00033978175],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026314365,0.0041745654,0.07442088,0.0011903882,0.0015347005,0.0022290049,0.00020687131,0.0000033885121,3.981337e-7,6.059123e-9,0.91563255,0.00034413306],"study_design_scores_gemma":[0.016658273,0.013059197,0.92242324,0.0145310275,0.00081578596,0.000045750865,0.00021739604,0.000006423741,0.0000047089693,0.000002109558,0.03144252,0.00079357385],"about_ca_topic_score_codex":0.0001644511,"about_ca_topic_score_gemma":0.007868164,"teacher_disagreement_score":0.88419,"about_ca_system_score_codex":0.0017143675,"about_ca_system_score_gemma":0.0012469557,"threshold_uncertainty_score":0.99955034},"labels":[],"label_agreement":null},{"id":"W4394536664","doi":"10.6084/m9.figshare.5644687","title":"Factors associated with frailty in a community-dwelling population of older adults","year":2017,"lang":"en","type":"dataset","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Aging in place; Medicine","score_opus":0.10908453962266802,"score_gpt":0.33876243744859486,"score_spread":0.22967789782592685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394536664","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023214089,0.00009463784,3.4493134e-8,0.000020129111,0.00005775054,0.000812665,0.9756969,0.00004135337,0.00006243228],"genre_scores_gemma":[0.09304025,0.000003199649,0.0000037912719,0.000045776833,0.00005465076,0.00007062288,0.906639,0.0000430968,0.00009965153],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9982333,0.00017574843,0.00046539507,0.00028827746,0.00052442565,0.00031281364],"domain_scores_gemma":[0.99691767,0.00048183106,0.0008568799,0.0013483713,0.00028007026,0.00011515975],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000113661226,0.00039728492,0.00084933144,0.00028496934,0.0001402899,0.00003306586,0.00051232084,0.0006782455,0.026025044],"category_scores_gemma":[0.0064064134,0.00032750508,0.0001180871,0.00017576179,0.000019653275,0.0001325985,0.00016109426,0.0016737147,0.00013118511],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005611258,0.00029761967,0.0046081063,0.0021893997,0.00009761106,0.00003115962,0.00036330475,0.000006526177,3.0200314e-7,1.5479168e-8,0.9921675,0.00018238873],"study_design_scores_gemma":[0.0030169738,0.00032292865,0.74584687,0.13764733,0.00013387029,0.0000039451,0.00013070823,0.000041224812,0.00003402337,0.0000027082976,0.1123808,0.00043863247],"about_ca_topic_score_codex":0.0024455425,"about_ca_topic_score_gemma":0.012440616,"teacher_disagreement_score":0.8797867,"about_ca_system_score_codex":0.00020670767,"about_ca_system_score_gemma":0.00014296372,"threshold_uncertainty_score":0.9999177},"labels":[],"label_agreement":null},{"id":"W4394542198","doi":"10.6084/m9.figshare.17135039","title":"Supplementary Material for: Associations of Adverse Childhood Experiences with Frailty in Older Adults: A Cross-Sectional Analysis of Data from the Canadian Longitudinal Study on Aging","year":2021,"lang":"en","type":"dataset","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Gerontology; Longitudinal data; Medicine; Psychology; Demography; Sociology","score_opus":0.10777675583188047,"score_gpt":0.377438687099043,"score_spread":0.26966193126716254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394542198","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.113447785,0.000026621352,7.092408e-8,0.00006443016,0.00009577319,0.001147227,0.88521063,0.000004472283,0.0000029828998],"genre_scores_gemma":[0.1942292,9.385091e-7,0.000035907255,0.000100911246,0.00019638923,0.00047099593,0.8049462,0.000014723506,0.000004721441],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99755204,0.00008757064,0.00062731496,0.00069901027,0.0007470131,0.00028707404],"domain_scores_gemma":[0.9973675,0.00043815485,0.00046748613,0.0013047592,0.00031490618,0.00010720031],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014591575,0.00027136545,0.0006797733,0.00038643213,0.00015206807,0.000045512348,0.0007368303,0.00017629607,0.20116374],"category_scores_gemma":[0.00093389995,0.000208915,0.00014028537,0.0007383044,0.000031399573,0.00012695989,0.00023799611,0.00032970568,0.0000063642387],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008266255,0.00046354867,0.24287124,0.00008314339,0.0018476107,0.000041358922,0.002149607,0.000015864423,8.802311e-8,1.6567897e-8,0.7524351,0.000009787927],"study_design_scores_gemma":[0.0022625204,0.0002256848,0.9682428,0.0019629416,0.001037586,0.0000021730805,0.007480444,0.000024728448,0.000010695139,1.6118557e-7,0.018567514,0.00018272283],"about_ca_topic_score_codex":0.31147745,"about_ca_topic_score_gemma":0.95866436,"teacher_disagreement_score":0.7338675,"about_ca_system_score_codex":0.00029859846,"about_ca_system_score_gemma":0.0010663,"threshold_uncertainty_score":0.8519306},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"dataset","about_ca_system":false,"about_ca_topic":true,"confidence":"high"},{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4394624005","doi":"10.15381/anales.v85i1.27348","title":"Correlación de la escala clínica de fragilidad y el algoritmo de fragilidad propuesto por la Universidad Dalhousie en adultos mayores","year":2024,"lang":"es","type":"article","venue":"Anales de la Facultad de Medicina","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Gerontology; Correlation; Frailty Index; Algorithm; Computer science; Psychology; Medicine; Mathematics; Geography; Cartography","score_opus":0.006198418277977992,"score_gpt":0.3075288111467653,"score_spread":0.30133039286878727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394624005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91978484,0.021500919,0.015810288,0.013439773,0.00067553006,0.0015697919,0.0004612179,0.0013467639,0.025410859],"genre_scores_gemma":[0.96326524,0.010214327,0.008750871,0.003188405,0.0021129758,0.0001540023,0.00028916716,0.00038655222,0.011638459],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9896597,0.003199505,0.0012463429,0.0016278771,0.0015693379,0.002697219],"domain_scores_gemma":[0.98894256,0.0070511135,0.00034459573,0.001300126,0.0003608675,0.0020007363],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.004409468,0.0013744315,0.0016070252,0.0008685813,0.0004067626,0.00053928164,0.0014860523,0.0023214573,0.00063938735],"category_scores_gemma":[0.005634324,0.0012759296,0.000720202,0.0014492734,0.0022850481,0.00042137256,0.00044259362,0.0044001895,0.0004939278],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014782222,0.0021347986,0.40187076,0.0080230925,0.0036965224,0.0747587,0.097497396,0.001020828,0.015023796,0.013497492,0.21965903,0.16133936],"study_design_scores_gemma":[0.007852936,0.0015732779,0.24630924,0.014395845,0.0047935103,0.011208441,0.01836252,0.040037073,0.0037684143,0.0028343366,0.64682233,0.0020420523],"about_ca_topic_score_codex":0.00421157,"about_ca_topic_score_gemma":0.00034105516,"teacher_disagreement_score":0.42716333,"about_ca_system_score_codex":0.0027292948,"about_ca_system_score_gemma":0.0045645703,"threshold_uncertainty_score":0.99990064},"labels":[],"label_agreement":null},{"id":"W4394676609","doi":"10.1001/jamasurg.2024.0628","title":"Automated CT Analysis of Body Composition as a Frailty Biomarker in Abdominal Surgery","year":2024,"lang":"en","type":"letter","venue":"JAMA Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland; Simon Fraser University","funders":"National Institute on Aging","keywords":"Medicine; Sarcopenia; Retrospective cohort study; Cohort; Surgery; Internal medicine","score_opus":0.034982694437027825,"score_gpt":0.30706414650379865,"score_spread":0.2720814520667708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394676609","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57799256,0.0013486635,0.000016753856,0.41494596,0.0020524447,0.0006148902,0.00071100524,0.00077592075,0.001541772],"genre_scores_gemma":[0.7276394,0.00028447618,0.00012812893,0.24696866,0.0014931806,0.00016529091,0.019707642,0.00027657827,0.0033366843],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9943971,0.0004950971,0.0019968813,0.0010131543,0.0012988847,0.0007988519],"domain_scores_gemma":[0.99233824,0.0054650162,0.0006559832,0.0010860462,0.00029309787,0.00016161398],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014612308,0.0007024684,0.003395245,0.0072112028,0.000038625905,0.00010060724,0.00018586668,0.0010872986,0.0013065737],"category_scores_gemma":[0.00094217877,0.0006686835,0.002243855,0.0047364226,0.00022770186,0.00018696755,0.00011345348,0.0020557288,0.00035461492],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032047616,0.0002109826,0.032189824,0.0021307517,0.005258661,0.024532199,0.00007514766,0.0000054539555,0.0014503285,8.198042e-7,0.9303725,0.0034528626],"study_design_scores_gemma":[0.0010159118,0.00006918111,0.53574026,0.010029723,0.01261057,0.0013335325,0.000043763033,0.018267307,0.0019240855,0.000053421714,0.417454,0.0014582713],"about_ca_topic_score_codex":0.0019346165,"about_ca_topic_score_gemma":0.000050304392,"teacher_disagreement_score":0.5129185,"about_ca_system_score_codex":0.00045895894,"about_ca_system_score_gemma":0.0007636491,"threshold_uncertainty_score":0.9996064},"labels":[],"label_agreement":null},{"id":"W4394716479","doi":"10.1016/j.jgo.2024.101762","title":"Perspectives on geriatric oncology research presented at the 2023 American Society of Hematology Annual Meeting: Young International Society of Geriatric Oncology report","year":2024,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Hematology; Internal medicine; Medicine; Clinical Oncology; Gerontology; Oncology; Cancer","score_opus":0.040698409008474476,"score_gpt":0.41649970456601737,"score_spread":0.3758012955575429,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394716479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82939035,0.010566106,0.0003196608,0.123378344,0.0072310832,0.0016156121,0.00015851216,0.0000917564,0.0272486],"genre_scores_gemma":[0.9307569,0.022976365,0.016489945,0.0007491014,0.008310718,0.00013091267,0.00007984634,0.00019577952,0.020310385],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915123,0.0016366909,0.0031205225,0.0009063194,0.0018108794,0.0010132794],"domain_scores_gemma":[0.98583055,0.0063875956,0.0030895958,0.00076139055,0.003566964,0.0003639249],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.007902994,0.00048500864,0.002369596,0.0012734437,0.00025842132,0.000030700503,0.0010027015,0.0008870414,0.00063233136],"category_scores_gemma":[0.0026804123,0.00035571028,0.001596286,0.0032472715,0.002261252,0.00022523923,0.00076995615,0.0028129623,0.000058709815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0048616095,0.003180268,0.007572027,0.0005860304,0.0039280243,0.0026092795,0.019173965,0.00017330832,0.018913014,0.00045065838,0.92171437,0.016837467],"study_design_scores_gemma":[0.0078004827,0.025977116,0.018551059,0.0003049951,0.0014183444,0.039784085,0.063368626,0.0009204551,0.0025314847,0.0003986982,0.83842826,0.0005163864],"about_ca_topic_score_codex":0.0006048568,"about_ca_topic_score_gemma":0.0001290422,"teacher_disagreement_score":0.12262924,"about_ca_system_score_codex":0.005393765,"about_ca_system_score_gemma":0.006590437,"threshold_uncertainty_score":0.9998895},"labels":[],"label_agreement":null},{"id":"W4394748823","doi":"10.1016/j.cmet.2024.03.012","title":"The intersection of frailty and metabolism","year":2024,"lang":"en","type":"review","venue":"Cell Metabolism","topic":"Frailty in Older Adults","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; National Institute on Aging; National Institutes of Health; Heart and Stroke Foundation of Canada","keywords":"Disease; Gerontology; Energy metabolism; Psychological intervention; Metabolism; Medicine; Biology; Internal medicine; Psychiatry","score_opus":0.045289872391715176,"score_gpt":0.3370719108184436,"score_spread":0.29178203842672845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394748823","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000044837212,0.9876081,0.000023386003,0.00012486926,0.003808865,0.0010417997,0.000063596875,0.00008697055,0.0071975943],"genre_scores_gemma":[0.00008242519,0.98240983,0.0002734399,0.000045929337,0.0009757996,0.00011253722,0.000044569875,0.00011908081,0.015936408],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976477,0.0001771706,0.0008921042,0.00054799207,0.00039032788,0.00034470682],"domain_scores_gemma":[0.99823046,0.00026906864,0.00036955613,0.0008328142,0.00012402337,0.00017408584],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00047568054,0.0005472596,0.002288147,0.00022638314,0.00008961427,0.000068898305,0.00027527258,0.00040643322,0.000057255987],"category_scores_gemma":[0.00020795858,0.00030179552,0.0007685038,0.00049842516,0.00028321048,0.00006485924,0.00023874265,0.0010214957,0.00020000934],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000085098,0.000034217937,1.8284142e-7,0.01876075,0.000433266,0.000014504801,0.00022228995,1.9166253e-8,0.000019463767,0.0015097953,0.008425975,0.97057104],"study_design_scores_gemma":[0.00035760677,0.00002334661,0.000024215382,0.0056985426,0.010728277,0.00016626979,0.00006523577,0.0000059369077,0.00008079244,0.00035463873,0.9822618,0.00023334967],"about_ca_topic_score_codex":0.00004971418,"about_ca_topic_score_gemma":0.000009542893,"teacher_disagreement_score":0.9738358,"about_ca_system_score_codex":0.000052574847,"about_ca_system_score_gemma":0.00028836654,"threshold_uncertainty_score":0.99994344},"labels":[],"label_agreement":null},{"id":"W4394760515","doi":"10.1093/ageing/afae013","title":"Core requirements of frailty screening in the emergency department: an international Delphi consensus study","year":2024,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Izaak Walton Killam Health Centre; Sinai Health System; Université de Sherbrooke; McMaster University; University of Toronto","funders":"","keywords":"Medicine; Delphi method; Emergency department; Delphi; Family medicine; Gerontology; Psychiatry","score_opus":0.14864848967223732,"score_gpt":0.39452704812555905,"score_spread":0.24587855845332174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394760515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967726,0.00040231925,0.000071640396,0.0004333776,0.00020411375,0.00034585758,0.000009183869,0.000024172556,0.0017367535],"genre_scores_gemma":[0.9992456,0.0000576959,0.00025096425,0.00010401547,0.00009834275,0.000013389208,0.000031265452,0.000009302294,0.0001894408],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99917644,0.000039239327,0.00024667417,0.00018055941,0.00024404503,0.000113014015],"domain_scores_gemma":[0.9996944,0.000056617973,0.00003202573,0.00015669648,0.000027031823,0.00003320035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002798899,0.000080543075,0.00011427021,0.00008196313,0.000038166327,0.000020391077,0.00009117821,0.000024285544,0.00007201045],"category_scores_gemma":[0.000079325546,0.000057203306,0.000027682414,0.00013648249,0.000029130042,0.00008576214,0.000043801254,0.0001280486,0.0000024582462],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025392868,0.0012247642,0.6220173,0.00034979466,0.00069003936,0.0743364,0.0537046,0.00003690361,0.009886939,0.0010239042,0.0025326973,0.2339427],"study_design_scores_gemma":[0.001263205,0.00044353705,0.9868031,0.00045682176,0.000094548384,0.00006639735,0.006248033,0.0021429372,0.00008236354,0.00035334853,0.001944615,0.00010105003],"about_ca_topic_score_codex":0.00020119097,"about_ca_topic_score_gemma":0.00037902468,"teacher_disagreement_score":0.36478582,"about_ca_system_score_codex":0.0000100892175,"about_ca_system_score_gemma":0.000011819436,"threshold_uncertainty_score":0.23326832},"labels":[],"label_agreement":null},{"id":"W4394760760","doi":"10.2174/011573403x276647240217112151","title":"Systematic Review of the Association of the Hospital Frailty Risk Score with Mortality in Patients with Cerebrovascular and Cardiovascular Disease","year":2024,"lang":"en","type":"review","venue":"Current Cardiology Reviews","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Disease; Internal medicine; Framingham Risk Score; MEDLINE; Intensive care medicine; Cardiology; Emergency medicine","score_opus":0.0311002353409495,"score_gpt":0.2991400209799658,"score_spread":0.26803978563901626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394760760","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000822035,0.980956,0.000006787876,0.00002341886,0.00065317133,0.017093893,0.0004058334,0.000012927148,0.00002592363],"genre_scores_gemma":[0.00037462366,0.99824625,0.0000075248863,0.000021008682,0.00008677525,0.001033501,0.00015332102,0.00005617537,0.000020798267],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9920931,0.0038287682,0.0020030541,0.00075329666,0.00101795,0.0003038658],"domain_scores_gemma":[0.9942673,0.00016821135,0.002155729,0.0029829352,0.00030957095,0.00011628443],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0031074304,0.0006773226,0.0092121875,0.00009078111,0.000046532252,0.000009011942,0.00047772998,0.00022891678,0.000003175393],"category_scores_gemma":[0.0031268096,0.00025931446,0.0038756526,0.00091266714,0.00029540548,0.00004879207,0.0002698111,0.0011106482,0.000008069301],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000026595408,0.000049312705,0.22020216,0.7590754,0.004842179,0.0000022347565,0.000019841622,7.322549e-7,3.9947193e-10,0.000003003103,0.00045873405,0.015343713],"study_design_scores_gemma":[0.00046844748,0.00007359576,0.054755807,0.7485569,0.10229298,0.000013131745,0.000001929859,4.454556e-7,1.3154782e-8,0.0000033030685,0.09362008,0.00021335967],"about_ca_topic_score_codex":0.00001995825,"about_ca_topic_score_gemma":0.000006946125,"teacher_disagreement_score":0.16544636,"about_ca_system_score_codex":0.0003122255,"about_ca_system_score_gemma":0.0004287478,"threshold_uncertainty_score":0.99998593},"labels":[],"label_agreement":null},{"id":"W4394762327","doi":"10.3390/cancers16081477","title":"Exploring the Language Used to Describe Older Patients at Multidisciplinary Cancer Conferences","year":2024,"lang":"en","type":"article","venue":"Cancers","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Multidisciplinary approach; Computer science; Medical physics; Medicine; Sociology","score_opus":0.1082472916959851,"score_gpt":0.341366260267016,"score_spread":0.2331189685710309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394762327","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99095994,0.0013870402,0.00002720921,0.0033732962,0.0021207866,0.0005834823,0.00006698719,0.00014834495,0.0013329309],"genre_scores_gemma":[0.99325603,0.00013291677,0.00006923501,0.00048480293,0.0003347085,0.0004971428,0.000026668387,0.000034381123,0.0051641376],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99891436,0.000021592065,0.00015657254,0.00031818548,0.0002950964,0.00029418425],"domain_scores_gemma":[0.9993825,0.000094415314,0.000020687112,0.0002795396,0.000061522434,0.00016131879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000694106,0.00015250157,0.00016860371,0.000071935276,0.00010678224,0.000038352395,0.00013572833,0.000031871117,0.00048633348],"category_scores_gemma":[0.00004926518,0.00009925546,0.00006778644,0.00026313058,0.00007580579,0.00013319046,0.0001108378,0.0001689496,0.00017819763],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054147246,0.00008463917,0.22557898,0.0013716643,0.0007029958,0.00042560627,0.34048688,0.0015344791,0.013611627,0.00021705964,0.1379281,0.2775165],"study_design_scores_gemma":[0.0046063587,0.0008177237,0.7569063,0.0075852736,0.0005337648,0.000027123519,0.027113935,0.0046146247,0.05301383,0.00002927513,0.14359322,0.0011585881],"about_ca_topic_score_codex":0.0020372055,"about_ca_topic_score_gemma":0.0025384142,"teacher_disagreement_score":0.5313273,"about_ca_system_score_codex":0.0015740584,"about_ca_system_score_gemma":0.0004360654,"threshold_uncertainty_score":0.53250104},"labels":[],"label_agreement":null},{"id":"W4394764141","doi":"10.1016/j.cjca.2024.03.010","title":"The Epidemic of Immobility in Hospitalised Patients: How to Get Your Patient Up and Moving","year":2024,"lang":"en","type":"editorial","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Alberta","funders":"","keywords":"Medicine; Multimorbidity; Disease; Population ageing; Independence (probability theory); Health care; Intensive care medicine; Gerontology; Population; Healthcare system; Pediatrics; Internal medicine; Environmental health","score_opus":0.009302351345479631,"score_gpt":0.25332869911018163,"score_spread":0.244026347764702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394764141","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23384425,0.0061081997,0.000024026378,0.0045317854,0.7538668,0.00067962275,0.00057756406,0.0000045100423,0.0003632398],"genre_scores_gemma":[0.74557984,0.00044586643,0.000060782884,0.00012807777,0.25339255,0.000018782428,0.00006197439,0.000057886158,0.00025428497],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976744,0.00030582442,0.0008681028,0.0002932703,0.00037689705,0.00048148353],"domain_scores_gemma":[0.99655145,0.000989354,0.00040972358,0.0003964701,0.00094293174,0.0007100879],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0010870604,0.00025890474,0.0012149403,0.00049950223,0.00005005037,0.000031833904,0.00027789787,0.0005994144,0.0000033940753],"category_scores_gemma":[0.012911106,0.00018682619,0.0002745448,0.00018976766,0.0002756027,0.00005479046,0.00005473646,0.0014174595,0.0000024260676],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011942036,0.0000022144118,0.021477818,0.00015517547,0.00024330433,0.00019315131,0.0007844142,0.00004897742,0.0000064339506,0.000004203717,0.96802235,0.008942556],"study_design_scores_gemma":[0.001177168,0.0014457186,0.028653752,0.00091577956,0.0002062215,0.00006448208,0.0005094949,0.0000040504383,0.000007838031,0.00017387483,0.9666692,0.000172399],"about_ca_topic_score_codex":0.0027482451,"about_ca_topic_score_gemma":0.0072501446,"teacher_disagreement_score":0.51173556,"about_ca_system_score_codex":0.0008500757,"about_ca_system_score_gemma":0.0029460266,"threshold_uncertainty_score":0.9954036},"labels":[],"label_agreement":null},{"id":"W4394804400","doi":"10.1016/j.jgo.2024.101768","title":"Oncology care providers' perceptions and anticipated barriers regarding the use of geriatric assessment in routine clinic practice: A mixed-methods study","year":2024,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto; University of British Columbia; Saskatchewan Cancer Agency; University of Saskatchewan","funders":"Saskatchewan Health Research Foundation","keywords":"Descriptive statistics; Thematic analysis; Family medicine; Medicine; Geriatric oncology; Feeling; Judgement; Nursing; Psychology; Cancer; Internal medicine; Qualitative research","score_opus":0.050638166296625646,"score_gpt":0.4717088383643682,"score_spread":0.42107067206774257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394804400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97616094,0.0032861782,0.0011125469,0.014439798,0.0027564224,0.0015220093,0.000010220119,0.000030929994,0.00068097445],"genre_scores_gemma":[0.94967854,0.0015536469,0.047538593,0.00031163363,0.0005751773,0.000038384394,0.0000037545203,0.00004078937,0.0002595067],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9932325,0.0036110887,0.0019256254,0.00038254043,0.00044227426,0.00040595775],"domain_scores_gemma":[0.99090296,0.006609869,0.0010783916,0.00036245098,0.0007786933,0.00026764418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005575461,0.00026132943,0.0012638271,0.0010542065,0.00011944034,0.00007234857,0.00021158736,0.00035697513,0.00019626261],"category_scores_gemma":[0.0073369774,0.00017802192,0.0002483134,0.0013566772,0.00021292715,0.00047334877,0.00018236006,0.0017563236,0.0000050054846],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006398229,0.00545952,0.2917223,0.0016999594,0.0036660426,0.010161732,0.118882805,0.00072811265,0.007373551,0.00008775429,0.038571157,0.51524884],"study_design_scores_gemma":[0.01692587,0.03824046,0.48812902,0.00049438415,0.0072548967,0.0093547525,0.2760695,0.0021699553,0.000052167634,0.00007204025,0.16078414,0.00045282723],"about_ca_topic_score_codex":0.00023035117,"about_ca_topic_score_gemma":0.00018294912,"teacher_disagreement_score":0.514796,"about_ca_system_score_codex":0.0014020946,"about_ca_system_score_gemma":0.0040215575,"threshold_uncertainty_score":0.8783577},"labels":[],"label_agreement":null},{"id":"W4394814763","doi":"10.1111/ggi.14873","title":"Nutritional and inflammation factors associated with current frailty level and effect of co‐morbidities on the progression of frailty","year":2024,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Research Foundation","funders":"Japan Society for the Promotion of Science","keywords":"Inflammation; Gerontology; Medicine; Internal medicine","score_opus":0.07459522995076989,"score_gpt":0.3565590498075507,"score_spread":0.2819638198567808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394814763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98556596,0.0037461615,0.0006184116,0.005694993,0.0018148011,0.0006853141,0.0007572218,0.00006663915,0.0010505058],"genre_scores_gemma":[0.9968358,0.0013634462,0.00032189948,0.00006090707,0.0003447454,0.00009373963,0.0007237744,0.000033380376,0.00022226223],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972693,0.00021686054,0.0008077331,0.000610697,0.00078515336,0.00031030373],"domain_scores_gemma":[0.99617666,0.0023829339,0.0005332401,0.00023181234,0.0005504734,0.000124852],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00071675406,0.00041365827,0.00067263766,0.0006476538,0.00013054964,0.000079493184,0.00026944312,0.00036505202,0.00020204273],"category_scores_gemma":[0.0011495232,0.00028254077,0.0001279275,0.00022796141,0.0006957155,0.00025917526,0.00014481961,0.00052728027,0.0000027275744],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004285787,0.000982717,0.78511447,0.0014531994,0.004859025,0.00015025535,0.0051946915,0.000038545866,0.0058953217,0.098823264,0.009709605,0.08349311],"study_design_scores_gemma":[0.008914905,0.0041349274,0.9492782,0.0013149396,0.0009415451,0.000585676,0.0005014698,0.0052850614,0.007601982,0.0029557867,0.017677035,0.0008084893],"about_ca_topic_score_codex":0.0000778692,"about_ca_topic_score_gemma":0.00011788159,"teacher_disagreement_score":0.16416371,"about_ca_system_score_codex":0.00014998016,"about_ca_system_score_gemma":0.00015969887,"threshold_uncertainty_score":0.9999627},"labels":[],"label_agreement":null},{"id":"W4394847246","doi":"10.1016/j.cjca.2024.04.007","title":"Exploring the Pathophysiologic Interplay Between Multidimensional Frailty and Heart Failure Prognosis","year":2024,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Pathophysiology; Intensive care medicine; Gerontology; Internal medicine","score_opus":0.06386572675474682,"score_gpt":0.28170336892892384,"score_spread":0.217837642174177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394847246","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13152573,0.0022088331,0.00004071803,0.86278623,0.0025920328,0.0003922007,0.0002173407,0.000018578745,0.00021834808],"genre_scores_gemma":[0.7270904,0.00018094371,0.0010402979,0.23502515,0.035846017,0.0000604382,0.0001698902,0.0001292471,0.00045759813],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99783266,0.00032411815,0.0006029398,0.00036916937,0.00026571477,0.0006053755],"domain_scores_gemma":[0.9981256,0.00056956906,0.00019270518,0.00034006932,0.0002940578,0.00047797302],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00042337563,0.00037483973,0.0012566072,0.00050533976,0.000126313,0.000043069598,0.0002554962,0.00063549273,0.00002709414],"category_scores_gemma":[0.00043206252,0.00023536105,0.0005111436,0.00016225601,0.00050640584,0.00009386434,0.00006533113,0.0043791616,0.00004921216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010717785,5.108002e-7,0.007139137,0.00015073037,0.00071145454,0.0028896434,0.00022196108,0.000013343138,0.00013345094,0.0000038177695,0.98616517,0.002560074],"study_design_scores_gemma":[0.00033631295,0.0004786988,0.039927714,0.0008056871,0.0005977672,0.004671826,0.00010695114,0.0000023708928,0.000038611925,0.00014757024,0.9526809,0.00020562838],"about_ca_topic_score_codex":0.00037573016,"about_ca_topic_score_gemma":0.0003522636,"teacher_disagreement_score":0.62776107,"about_ca_system_score_codex":0.00024394204,"about_ca_system_score_gemma":0.0012150398,"threshold_uncertainty_score":0.9979178},"labels":[],"label_agreement":null},{"id":"W4394854044","doi":"10.1080/10428194.2024.2340052","title":"Prevalence of geriatric impairments and frailty categorization among real-world patients with multiple myeloma: a prospective cohort study (MFRAIL)","year":2024,"lang":"en","type":"article","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Western University; McMaster University; Population Health Research Institute","funders":"Janssen Canada; Hamilton Health Sciences","keywords":"Medicine; Multiple myeloma; Frailty Index; Prospective cohort study; Cohort; Geriatric Depression Scale; Internal medicine; Geriatrics; Physical therapy; Cognition; Gerontology; Psychiatry; Depressive symptoms","score_opus":0.005744017384403465,"score_gpt":0.2337024949837621,"score_spread":0.22795847759935864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394854044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99214715,0.0007293461,0.000074466356,0.000025579264,0.00033086393,0.004566342,0.0001230957,0.0003778699,0.0016252679],"genre_scores_gemma":[0.99498355,0.0003361437,0.00036230197,0.000058170775,0.0001814258,0.00047979073,0.00014446305,0.00015334532,0.0033008193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99548924,0.0001527695,0.00096622534,0.0015426796,0.0011187937,0.00073028804],"domain_scores_gemma":[0.99761814,0.00032017616,0.00035811876,0.00082091906,0.00041244747,0.0004702072],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00039113432,0.00077108445,0.0010088925,0.00063955254,0.00023459447,0.000160881,0.00024266154,0.00028967878,0.000050676626],"category_scores_gemma":[0.00016942088,0.0006318693,0.00013133853,0.0014007217,0.0005126772,0.0006871852,0.00024769348,0.0001945207,0.000016329763],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094163587,0.0006758802,0.9711098,0.0016484058,0.00060910237,0.0002533413,0.003007684,0.000020107616,0.00019500521,0.00005564919,0.0003769319,0.021106437],"study_design_scores_gemma":[0.019057022,0.0018827541,0.9709334,0.0008194795,0.0010746771,0.0001265288,0.0003923734,0.004071045,0.0007957741,0.0000717793,0.00014082971,0.0006343606],"about_ca_topic_score_codex":0.005544961,"about_ca_topic_score_gemma":0.00062360585,"teacher_disagreement_score":0.020472078,"about_ca_system_score_codex":0.004832888,"about_ca_system_score_gemma":0.0017668282,"threshold_uncertainty_score":0.9996133},"labels":[],"label_agreement":null},{"id":"W4394945349","doi":"10.1007/s41999-024-00962-7","title":"A multicentre survey investigating the knowledge, behaviour, and attitudes of surgical healthcare professionals to frailty assessment in emergency surgery: DEFINE(surgery)","year":2024,"lang":"en","type":"article","venue":"European Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"North Bristol NHS Trust; British Geriatrics Society; NHS Greater Glasgow and Clyde","keywords":"Medicine; Health professionals; Health care; Emergency surgery; Surgery; Medical emergency","score_opus":0.07985965498427311,"score_gpt":0.39050559358651643,"score_spread":0.3106459386022433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394945349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9468324,0.014655233,0.00002636738,0.034613717,0.0015910756,0.0010555403,0.000044526107,0.00010952805,0.0010716001],"genre_scores_gemma":[0.99529004,0.0018073549,0.00033049457,0.00035699608,0.0006715523,0.000036439316,0.00015816792,0.000082094346,0.0012668357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946498,0.0019382589,0.0015582418,0.0006591955,0.0006828687,0.00051159906],"domain_scores_gemma":[0.9947331,0.0037002745,0.00023470538,0.00051749137,0.00030591319,0.0005085209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006935761,0.0003546218,0.0009523846,0.0006155506,0.000107435764,0.000017541694,0.00018334624,0.00008381206,0.00037324624],"category_scores_gemma":[0.00316737,0.00022342143,0.00012309295,0.001992443,0.00017579409,0.00007589095,0.0002353914,0.00069907133,0.00004257383],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059308648,0.00027451865,0.90985924,0.0015814214,0.00005893068,0.00039586777,0.0027081775,0.0000020389368,0.00012511117,0.000051896754,0.07096135,0.013922149],"study_design_scores_gemma":[0.00071234035,0.00016100376,0.99079627,0.0039857314,0.00009384169,0.0000937485,0.00033222095,0.00014862843,0.000018286979,0.000010054039,0.0034462733,0.00020162099],"about_ca_topic_score_codex":0.0012524137,"about_ca_topic_score_gemma":0.0007243588,"teacher_disagreement_score":0.08093702,"about_ca_system_score_codex":0.000112056565,"about_ca_system_score_gemma":0.0005758463,"threshold_uncertainty_score":0.91108614},"labels":[],"label_agreement":null},{"id":"W4394951092","doi":"10.21203/rs.3.rs-4223910/v1","title":"Agreement and predictive value of the Clinical Frailty Scale in hospitalised older patients","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Predictive value; Scale (ratio); Value (mathematics); Medicine; Gerontology; Statistics; Internal medicine; Mathematics; Geography; Cartography","score_opus":0.06399406088289705,"score_gpt":0.43283029581972954,"score_spread":0.3688362349368325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394951092","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98589873,0.0011594496,0.0000059916047,0.0037733403,0.0007144106,0.0045180065,0.0005552338,0.000026026579,0.0033487948],"genre_scores_gemma":[0.99724716,0.00040250624,0.00013654503,0.00006564537,0.0002350985,0.00026435257,0.00012933488,0.000046897374,0.0014724658],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99485916,0.00081323646,0.00083118025,0.0008708055,0.002105055,0.0005205695],"domain_scores_gemma":[0.99712026,0.00052084395,0.00012950628,0.0011926987,0.0007817949,0.0002549174],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021821014,0.00026408356,0.00064123503,0.00033941978,0.000059491384,0.000044129276,0.00042294158,0.0005422965,0.00010801614],"category_scores_gemma":[0.0019493849,0.00017939883,0.00027735272,0.00048449915,0.00075148477,0.00003253426,0.0038438395,0.0036350198,0.000036338875],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002669492,0.0011347526,0.96891165,0.004437992,0.00019374941,0.000026372854,0.0030883974,0.000031944543,0.000014725988,0.000049819788,0.013099852,0.008743771],"study_design_scores_gemma":[0.002356111,0.0009312219,0.9809075,0.01036959,0.00007371671,0.0000014323093,0.0005183749,0.0013384144,0.00026751444,0.0026264857,0.0004667338,0.00014287606],"about_ca_topic_score_codex":0.0004689497,"about_ca_topic_score_gemma":0.00013515542,"teacher_disagreement_score":0.012633119,"about_ca_system_score_codex":0.00037325185,"about_ca_system_score_gemma":0.000717476,"threshold_uncertainty_score":0.99866366},"labels":[],"label_agreement":null},{"id":"W4395010587","doi":"10.1007/s41999-024-00973-4","title":"How comprehensive is our comprehensive geriatric assessment in clinical practice? An Irish perspective","year":2024,"lang":"en","type":"article","venue":"European Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University College Cork; Irish Research eLibrary","keywords":"Medicine; Baseline (sea); Mood; Irish; Gerontology; Montreal Cognitive Assessment; Geriatrics; Physical therapy; Cognitive impairment; Family medicine; Cognition; Psychiatry","score_opus":0.06957230055959128,"score_gpt":0.4113452660353639,"score_spread":0.3417729654757726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395010587","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32489148,0.04336303,0.002900449,0.414154,0.01509657,0.0056519387,0.00012487818,0.0017942965,0.19202337],"genre_scores_gemma":[0.94821537,0.00457196,0.011186691,0.011965349,0.012551821,0.00003638754,0.00019377958,0.0003247278,0.010953918],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99251366,0.0019903444,0.001582671,0.0017316043,0.0013593466,0.00082239957],"domain_scores_gemma":[0.9949011,0.0012249443,0.00044460775,0.0012841244,0.0013267193,0.0008184565],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018471464,0.00071638415,0.0014467076,0.0010706347,0.00012462554,0.00019677813,0.00046472572,0.0002135165,0.0002851305],"category_scores_gemma":[0.0021069143,0.0005828331,0.00032139974,0.0021336873,0.00026960383,0.00066796533,0.0002731123,0.0022758727,0.00047381638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010061931,0.0017145065,0.0045874408,0.0010859091,0.0011559299,0.027297534,0.013699229,0.000020208594,0.002132934,0.00091194175,0.87417245,0.07221574],"study_design_scores_gemma":[0.0108819455,0.005691841,0.3208085,0.0010721663,0.0013612735,0.0022384697,0.05345326,0.0016736917,0.000020933234,0.00014693345,0.6017589,0.00089208665],"about_ca_topic_score_codex":0.0002999573,"about_ca_topic_score_gemma":0.000008216039,"teacher_disagreement_score":0.6233239,"about_ca_system_score_codex":0.00064553064,"about_ca_system_score_gemma":0.0005876217,"threshold_uncertainty_score":0.9996623},"labels":[],"label_agreement":null},{"id":"W4395047078","doi":"10.26599/1671-5411.2024.03.002","title":"Cardiovascular risk burden and disability: findings from the International Mobility in Aging Study (IMIAS)","year":2024,"lang":"en","type":"article","venue":"Journal of Geriatric Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Gerontology; Intensive care medicine","score_opus":0.013130171581327107,"score_gpt":0.27409458493758593,"score_spread":0.2609644133562588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395047078","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98200566,0.011635082,0.00020606592,0.0039175535,0.0017134475,0.00035331133,0.000024743505,0.000016135707,0.00012799891],"genre_scores_gemma":[0.9956308,0.0011794419,0.00012527363,0.00003888552,0.002976664,0.000008471444,0.0000033232348,0.00001413393,0.000023006547],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981199,0.0004022243,0.00058984524,0.0003002999,0.00041203952,0.00017571794],"domain_scores_gemma":[0.9983417,0.0010221227,0.00009211095,0.0003625696,0.000106467545,0.00007503439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028992305,0.00014055321,0.0007009743,0.0001327501,0.00004046033,0.000049933748,0.00021354035,0.00009468005,0.000044866232],"category_scores_gemma":[0.0010967868,0.00009051948,0.00047341269,0.00025434265,0.0001363161,0.000106946,0.00015167175,0.0007536268,0.0000052902856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018372825,0.000058626672,0.9570203,0.000029532077,0.0027189432,0.00091763766,0.0031222124,0.00058559247,0.00009425708,0.0000031878335,0.0012444974,0.03402151],"study_design_scores_gemma":[0.0019423388,0.0002741344,0.98205173,0.00006685165,0.001022654,0.0011511608,0.0028096254,0.00035229189,0.000008904238,0.00036376994,0.00986854,0.00008801549],"about_ca_topic_score_codex":0.0011539444,"about_ca_topic_score_gemma":0.000056233832,"teacher_disagreement_score":0.033933498,"about_ca_system_score_codex":0.00029232888,"about_ca_system_score_gemma":0.00010240181,"threshold_uncertainty_score":0.36912772},"labels":[],"label_agreement":null},{"id":"W4395067033","doi":"10.1016/j.fhj.2024.100121","title":"Hospital at Home and Point-of-care diagnostics, creating sustainability within healthcare.","year":2024,"lang":"en","type":"article","venue":"Future Healthcare Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Rapid response team; Health care; Acute care; Retrospective cohort study; Emergency medicine; Patient experience; Adverse effect; Medical emergency; Sustainability; Intensive care medicine; Surgery","score_opus":0.008339867762575752,"score_gpt":0.30347955909639734,"score_spread":0.2951396913338216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395067033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6263651,0.11673001,0.000055864726,0.2507282,0.004808299,0.00094842556,0.00010805075,0.00014887663,0.00010713851],"genre_scores_gemma":[0.984997,0.006471288,0.0024545786,0.0010158437,0.0044897776,0.00001918369,0.00005209491,0.00008043851,0.00041983044],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99685985,0.00024470728,0.0009925511,0.0005216027,0.00071649096,0.00066482247],"domain_scores_gemma":[0.9965388,0.00042530184,0.00028368068,0.00042423353,0.001413265,0.0009146897],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007462258,0.00034657633,0.0007035152,0.00028290116,0.00042028082,0.00010069029,0.00014192761,0.00035068663,0.00009375947],"category_scores_gemma":[0.0010628724,0.00028113142,0.00021680149,0.0003839705,0.00019003525,0.00024290453,0.00014207435,0.0017650379,0.0000095157475],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009882092,0.00028051392,0.6003951,0.04611116,0.00036710597,0.004770556,0.12961118,0.000010308369,0.000053750588,0.006146748,0.04755094,0.16371447],"study_design_scores_gemma":[0.006321951,0.015491081,0.63521343,0.018952983,0.0006546116,0.022483176,0.1761301,0.0004886017,0.0006617218,0.012774055,0.10910608,0.0017222153],"about_ca_topic_score_codex":0.0003171888,"about_ca_topic_score_gemma":0.00067191734,"teacher_disagreement_score":0.35863182,"about_ca_system_score_codex":0.001634969,"about_ca_system_score_gemma":0.0015466263,"threshold_uncertainty_score":0.99996406},"labels":[],"label_agreement":null},{"id":"W4395116692","doi":"10.1016/j.cjca.2024.04.013","title":"Wherefore Frailty: An Opportunity to Improve Cardiac Care","year":2024,"lang":"en","type":"editorial","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; University of Waterloo","funders":"University of Waterloo","keywords":"Medicine; Gerontology; Stressor; Vulnerability (computing); Disease; Psychiatry; Internal medicine; Computer security","score_opus":0.020806262386753677,"score_gpt":0.2949344458931166,"score_spread":0.2741281835063629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395116692","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012203867,0.006418336,0.00004083344,0.002076991,0.9670984,0.0005533534,0.0038197993,0.000033766224,0.0187381],"genre_scores_gemma":[0.018130172,0.00021875538,0.00021289688,0.00042739583,0.9756176,0.000022077913,0.00086935086,0.00019744426,0.004304313],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99654776,0.00029021403,0.0009202595,0.0006013828,0.00070502656,0.0009353334],"domain_scores_gemma":[0.9893807,0.00021333179,0.0003059271,0.0009872897,0.002427957,0.0066847955],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0006972904,0.00057924265,0.0023162959,0.001110234,0.000110014815,0.00009658068,0.0006631557,0.0020822026,0.00012347788],"category_scores_gemma":[0.0042325985,0.0005122711,0.0009719174,0.0002718911,0.00023420929,0.00012708356,0.00006435179,0.0035304187,0.00013262925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008902662,0.0000015031736,0.00023337973,0.00035649547,0.0009933347,0.0038763764,0.00093290186,0.000034079058,0.00004871991,0.000010950919,0.9679869,0.025436336],"study_design_scores_gemma":[0.0006688897,0.0024375676,0.0002477032,0.0007256305,0.0012537362,0.00035710883,0.0010793486,6.586841e-7,0.0000236814,0.000091740556,0.99268883,0.00042510213],"about_ca_topic_score_codex":0.00617912,"about_ca_topic_score_gemma":0.015406142,"teacher_disagreement_score":0.031445257,"about_ca_system_score_codex":0.002107626,"about_ca_system_score_gemma":0.033552885,"threshold_uncertainty_score":0.9997329},"labels":[],"label_agreement":null},{"id":"W4395466391","doi":"10.1097/ccm.0000000000006315","title":"Exploring the Impact of Age, Frailty, and Multimorbidity on the Effect of ICU Interventions: A Systematic Review of Randomized Controlled Trials","year":2024,"lang":"en","type":"review","venue":"Critical Care Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; Queen's University; Western University; Trillium Health Centre; McMaster University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Aging","keywords":"Medicine; Psychological intervention; Randomized controlled trial; Intensive care medicine; Gerontology; Emergency medicine; Internal medicine; Psychiatry","score_opus":0.2881233632834013,"score_gpt":0.5066708167830218,"score_spread":0.21854745349962051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395466391","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009204185,0.9731075,0.000023805378,0.0010610257,0.0005972589,0.024591042,0.00013772352,0.000025718517,0.00036389093],"genre_scores_gemma":[0.016622059,0.9782696,0.000010211399,0.00005688813,0.00028660637,0.004561288,0.00007133626,0.00005621848,0.00006580254],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9800516,0.011823789,0.0064546703,0.00038288417,0.0010321294,0.00025495456],"domain_scores_gemma":[0.8559421,0.14027198,0.0017016687,0.0012298909,0.0006815258,0.00017288158],"candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.025976239,0.0007106214,0.036667824,0.00034890213,0.00003948782,0.000012293967,0.00036397215,0.00017184208,0.00023418557],"category_scores_gemma":[0.4659932,0.00020476022,0.009305248,0.0004835304,0.0015526407,0.00003452936,0.00012961493,0.00085317425,0.00000712997],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003389497,0.00004503222,2.807013e-7,0.9820671,0.0043115667,0.000041070172,0.0002623648,3.1907156e-8,0.0000018497959,0.0002971816,0.00074846967,0.008835531],"study_design_scores_gemma":[0.04715657,0.0021492152,8.071363e-7,0.81782323,0.13234352,0.000071145514,0.00018670574,0.0000060267043,0.000008592568,0.00003242541,0.00011604821,0.00010572526],"about_ca_topic_score_codex":0.00010371002,"about_ca_topic_score_gemma":0.0000023842874,"teacher_disagreement_score":0.44001696,"about_ca_system_score_codex":0.0001271387,"about_ca_system_score_gemma":0.00018744971,"threshold_uncertainty_score":0.97763383},"labels":[],"label_agreement":null},{"id":"W4395468553","doi":"10.1016/j.cjco.2024.04.005","title":"Association of Frailty With In-hospital and Long-term Outcomes Among STEMI Patients Receiving Primary Percutaneous Coronary Intervention","year":2024,"lang":"en","type":"article","venue":"CJC Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Advancing Health Outcomes; University of British Columbia","funders":"Abbott Vascular; Vancouver Coastal Health Research Institute; Boston Scientific Corporation; Canadian Cardiovascular Society; Pfizer; Amgen","keywords":"Percutaneous coronary intervention; Medicine; Internal medicine; Term (time); Intervention (counseling); Cardiology; Association (psychology); Emergency medicine; Myocardial infarction; Psychology; Psychiatry","score_opus":0.013035475272415815,"score_gpt":0.2855138811515436,"score_spread":0.27247840587912775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395468553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963519,0.0002003657,0.000012987755,0.00044194158,0.00025894245,0.0009421921,0.000018108592,0.000033582684,0.0017400091],"genre_scores_gemma":[0.99439317,0.000033222314,0.00017493092,0.000049570215,0.000019339142,0.00002267007,0.00012170116,0.000026134481,0.0051592365],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989482,0.000048422302,0.00031284106,0.00026574495,0.00027281974,0.00015194791],"domain_scores_gemma":[0.9994337,0.00013570879,0.00011882838,0.00017059386,0.0000851787,0.000056010136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022039536,0.00012590541,0.00036006665,0.000088085086,0.000025865676,0.00007377746,0.000121896715,0.00009089205,0.0000781423],"category_scores_gemma":[0.00013877547,0.00010192827,0.00004653212,0.000120528406,0.000040723156,0.00039596256,0.00018732315,0.00019277413,0.000009191583],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096612115,0.00025082237,0.96224415,0.0004998771,0.00015272979,0.00020021478,0.0013022204,6.529852e-7,0.00003875089,0.0000025130562,0.00046555093,0.034745917],"study_design_scores_gemma":[0.0017351839,0.0008210044,0.9943249,0.0026256896,0.00009489639,0.000042174535,0.000119569464,0.00003806348,0.000036662994,0.000013704411,0.000033745066,0.00011440658],"about_ca_topic_score_codex":0.00019885252,"about_ca_topic_score_gemma":0.0005923315,"teacher_disagreement_score":0.03463151,"about_ca_system_score_codex":0.0003741767,"about_ca_system_score_gemma":0.000044112392,"threshold_uncertainty_score":0.41565144},"labels":[],"label_agreement":null},{"id":"W4395680968","doi":"10.34883/pi.2023.12.4.035","title":"Changes in Frailty Index After Emergency Surgical Interventions in Elderly Patients with Acute Abdominal Pathologies","year":2023,"lang":"ru","type":"article","venue":"Хирургия Восточная Европа","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Frailty Index; Medicine; Psychological intervention; Emergency medicine; Index (typography); Intensive care medicine; Gerontology; Psychiatry; Computer science","score_opus":0.03413298071593457,"score_gpt":0.3197338052378017,"score_spread":0.28560082452186714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395680968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879112,0.0012646359,0.00004058869,0.004792148,0.001900307,0.002042484,0.00055653625,0.00029586224,0.0011961915],"genre_scores_gemma":[0.9868193,0.0021468797,0.0001769525,0.00013647505,0.00035575515,0.0009021532,0.0005159628,0.00015909669,0.0087874],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99338263,0.00045416504,0.0016269934,0.0014374211,0.0012089284,0.0018898305],"domain_scores_gemma":[0.9974215,0.00029738236,0.00040584547,0.0011624143,0.00030179686,0.00041102982],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00082743115,0.0009404815,0.0014062921,0.0017709973,0.00013046217,0.0000787716,0.00064868113,0.00074173737,0.0039927643],"category_scores_gemma":[0.00042339458,0.0008321282,0.00043562532,0.0031238121,0.00042229245,0.00044458048,0.0005778209,0.0015913628,0.0013836846],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028047531,0.0018879183,0.9371709,0.00087152084,0.00029278616,0.010001047,0.0041489815,0.000032012245,0.000038065275,0.000035987414,0.0036872462,0.03902875],"study_design_scores_gemma":[0.012035679,0.0030588522,0.9742543,0.0038506973,0.00029342895,0.00008169798,0.0014987548,0.00029529756,0.00007076276,0.0002699581,0.0033857736,0.00090480276],"about_ca_topic_score_codex":0.00060950627,"about_ca_topic_score_gemma":0.022121716,"teacher_disagreement_score":0.038123943,"about_ca_system_score_codex":0.00042474692,"about_ca_system_score_gemma":0.00020958936,"threshold_uncertainty_score":0.99941295},"labels":[],"label_agreement":null},{"id":"W4396220035","doi":"10.21203/rs.3.rs-4314795/v1","title":"Frailty trajectories preceding dementia: an individual-level analysis of four cohort studies in the United States and United Kingdom","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority","funders":"National Institutes of Health; Dalhousie University; University of Exeter; Canadian Institutes of Health Research; National Institute for Health and Care Research; Government of the United Kingdom; Danone; National Institute on Aging; Health Sciences Centre Research Foundation; Dalhousie Medical Research Foundation","keywords":"Dementia; Cohort; Gerontology; Kingdom; Cohort study; Demography; Medicine; Cohort effect; Political science; Psychology; Demographic economics; Economics; Sociology; Disease; Internal medicine; Biology","score_opus":0.38449406635309563,"score_gpt":0.4856634865657251,"score_spread":0.10116942021262948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396220035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991156,0.0036146028,0.00003741054,0.0017105622,0.00015642891,0.0019883597,0.0011299336,0.00008065288,0.00012606276],"genre_scores_gemma":[0.99042624,0.0036331224,0.0004894834,0.00006950977,0.00014237789,0.00038401154,0.0046333605,0.00005859499,0.00016327562],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9936728,0.0013919125,0.00079928985,0.0009073557,0.0025155966,0.0007130644],"domain_scores_gemma":[0.9943956,0.0025038077,0.00017260169,0.0010639109,0.0016727424,0.00019133925],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006051092,0.00042355768,0.0011354971,0.005579808,0.00029944326,0.00035745188,0.000607665,0.00037523362,0.000046451853],"category_scores_gemma":[0.0029932044,0.00029892632,0.0002067993,0.0078964485,0.0008404764,0.00008293933,0.0017547049,0.002942831,0.000002709973],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027228383,0.0004647681,0.8799102,0.00989229,0.03624847,0.00039835947,0.063602924,0.003046046,0.00018860295,0.00048328223,0.0040016924,0.0014910994],"study_design_scores_gemma":[0.0010229149,0.0007145599,0.923839,0.004934117,0.0077546015,0.00001537996,0.04565446,0.011325299,0.00031992604,0.0032250893,0.0008082813,0.00038642678],"about_ca_topic_score_codex":0.0126974955,"about_ca_topic_score_gemma":0.0067390692,"teacher_disagreement_score":0.04392877,"about_ca_system_score_codex":0.00028021188,"about_ca_system_score_gemma":0.0003481625,"threshold_uncertainty_score":0.9999463},"labels":[],"label_agreement":null},{"id":"W4396522487","doi":"10.2196/56345","title":"The Frailty Trajectory’s Additional Edge Over the Frailty Index: Retrospective Cohort Study of Veterans With Heart Failure","year":2024,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Army Research Office; National Heart, Lung, and Blood Institute; Center for Innovations in Quality, Effectiveness and Safety; National Institutes of Health; U.S. Department of Veterans Affairs","keywords":"Medicine; Frailty Index; Heart failure; Exacerbation; Retrospective cohort study; Emergency medicine; Vulnerability (computing); Medical emergency; Gerontology; Intensive care medicine; Internal medicine; Computer security; Computer science","score_opus":0.015701664400317675,"score_gpt":0.2934003592609332,"score_spread":0.27769869486061555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396522487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99032646,0.00020134434,0.000099216915,0.003968221,0.00032881778,0.002171625,0.0002601031,0.00018297289,0.0024612197],"genre_scores_gemma":[0.9970362,0.0000042691986,0.000082025224,0.00032351978,0.0004967547,0.0005070385,0.00006470752,0.000055888722,0.0014295671],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977538,0.00011663778,0.0003273825,0.00047929722,0.0009734266,0.000349447],"domain_scores_gemma":[0.9984276,0.00057026854,0.00007711279,0.0006587897,0.00017473874,0.00009145409],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003560696,0.0002621301,0.00036195377,0.0001026467,0.0003028241,0.00010668169,0.00022447904,0.00008452762,0.0013351769],"category_scores_gemma":[0.00008702931,0.00013989722,0.00013656954,0.0005098124,0.0002667627,0.00016393114,0.00006664057,0.00087682204,0.000034945966],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017473577,0.00038072112,0.71018016,0.00010835534,0.0007324933,0.00007202289,0.0073790825,0.000036383706,0.0004910558,0.00014654045,0.27918476,0.0011136933],"study_design_scores_gemma":[0.0011863214,0.0005861381,0.94627357,0.00048074342,0.00013010911,0.00008384611,0.0025494432,0.0003994232,0.00009001191,0.00007459187,0.047982402,0.00016342454],"about_ca_topic_score_codex":0.00021682958,"about_ca_topic_score_gemma":0.00088764756,"teacher_disagreement_score":0.2360934,"about_ca_system_score_codex":0.00022202071,"about_ca_system_score_gemma":0.00019211734,"threshold_uncertainty_score":0.99957776},"labels":[],"label_agreement":null},{"id":"W4396561434","doi":"10.1016/j.jamda.2024.03.118","title":"Frailty Predicts Dementia and Death in Older Adults Living in Long-Term Care","year":2024,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surrey Memorial Hospital; Fraser Health","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Dementia; Gerontology; Long-term care; Term (time); Assisted living; Psychiatry; Disease; Internal medicine","score_opus":0.007083046000443864,"score_gpt":0.2837253926384014,"score_spread":0.27664234663795756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396561434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910464,0.0041846177,0.000034948745,0.003672626,0.000680074,0.00021351846,0.0000042391052,0.000021548296,0.0001419702],"genre_scores_gemma":[0.9980313,0.0009250511,0.00007493294,0.00047266256,0.0003509267,0.0000051842944,0.0000029904431,0.000020986827,0.000115976225],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99751586,0.00025673574,0.0005902134,0.00018063629,0.0011843615,0.00027222326],"domain_scores_gemma":[0.9984232,0.00069795654,0.00043132907,0.000120201315,0.00012277049,0.0002045186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097408274,0.00013727958,0.00043656086,0.00025445197,0.00003042267,0.00003696164,0.00015996073,0.00011001362,0.00008025955],"category_scores_gemma":[0.0046075983,0.00009344013,0.00013055145,0.0005731322,0.00006017554,0.0001380261,0.00007694786,0.00080966606,0.0000025695638],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004296072,0.00009924626,0.9406408,0.00016260958,0.000121062025,0.00015018162,0.0031130328,0.0000021324179,0.000045028984,0.0000014490788,0.00082018145,0.054801334],"study_design_scores_gemma":[0.0009679486,0.00016194585,0.9903361,0.007354553,0.00013633772,0.000066793975,0.00031738228,0.00039898916,0.00006168766,0.0000075123844,0.00010791572,0.000082800565],"about_ca_topic_score_codex":0.0005296478,"about_ca_topic_score_gemma":0.0008498258,"teacher_disagreement_score":0.05471853,"about_ca_system_score_codex":0.0009584578,"about_ca_system_score_gemma":0.0003130792,"threshold_uncertainty_score":0.5516059},"labels":[],"label_agreement":null},{"id":"W4396639813","doi":"10.56238/sevened2024.007-095","title":"Comparison of instruments for screening frailty in community-dwelling older adults","year":2024,"lang":"en","type":"book-chapter","venue":"Seven Editora eBooks","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Psychology; Medicine","score_opus":0.054197617276079524,"score_gpt":0.3389729971137397,"score_spread":0.28477537983766016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396639813","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05648977,0.0024627713,0.0010139415,0.0006270384,0.03459693,0.009340816,0.001462673,0.0006505465,0.8933555],"genre_scores_gemma":[0.5786843,0.000016091637,0.004119535,0.0001746853,0.010446317,0.00014167467,0.0009284964,0.00040993313,0.405079],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99687845,0.000045692344,0.0012770786,0.0005425462,0.00076684915,0.00048940704],"domain_scores_gemma":[0.99763745,0.00044991236,0.0004750729,0.00093256566,0.00030245428,0.00020251612],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004959599,0.0006392575,0.0014573542,0.0005686538,0.00012255748,0.000034156306,0.00042861648,0.00096304796,0.00008656766],"category_scores_gemma":[0.00010126123,0.00066045934,0.00040362147,0.00004088888,0.00023026571,0.00005906679,0.00027288648,0.0027043773,0.000053800617],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0055136783,0.0015416257,0.006987159,0.044547353,0.0042199804,0.0002853408,0.08573545,0.00013895854,0.00075218064,0.01405438,0.18243095,0.653793],"study_design_scores_gemma":[0.014359524,0.0029541156,0.00093810144,0.10361218,0.0015965706,0.00006006421,0.0054277894,0.0041900543,0.0049042786,0.016945481,0.8427161,0.0022957176],"about_ca_topic_score_codex":0.00028709671,"about_ca_topic_score_gemma":0.00040441877,"teacher_disagreement_score":0.6602852,"about_ca_system_score_codex":0.00022860595,"about_ca_system_score_gemma":0.00021304828,"threshold_uncertainty_score":0.9995964},"labels":[],"label_agreement":null},{"id":"W4396643094","doi":"10.1186/s12877-024-05008-y","title":"Role of muscle ultrasound in frailty assessment in older adults with type 2 diabetes mellitus","year":2024,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Anthropometry; Rectus femoris muscle; Rectus abdominis muscle; Internal medicine; Physical therapy; Physical medicine and rehabilitation; Surgery; Electromyography; Endocrinology","score_opus":0.011480466274130565,"score_gpt":0.2684899767911173,"score_spread":0.25700951051698673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396643094","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99060214,0.006694623,0.000061340455,0.00011120832,0.00026098182,0.00062895584,0.0000203926,0.00006889378,0.0015514803],"genre_scores_gemma":[0.99381894,0.00041913643,0.0052465145,0.000042421223,0.00011590901,0.000039116978,0.000057790596,0.0000429338,0.00021723579],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983833,0.000057372155,0.00042479043,0.0003892193,0.00039203558,0.0003532934],"domain_scores_gemma":[0.99887896,0.00048782164,0.00006541858,0.00037074302,0.00010178435,0.00009525429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002881921,0.00019459784,0.00037478516,0.00035933146,0.000012973184,0.000028190092,0.0001163974,0.00014188104,0.00019418293],"category_scores_gemma":[0.00023979001,0.00016140722,0.000059361722,0.0013143143,0.000049487346,0.00011341052,0.000037501497,0.00035857697,0.000028477694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027316576,0.0010354442,0.9440811,0.0028822476,0.00007047805,0.00010594968,0.004764907,0.00032624774,0.010440762,0.00034144445,0.0010899246,0.034588274],"study_design_scores_gemma":[0.0024903272,0.000405526,0.9881439,0.0010436752,0.0000685739,0.000010278058,0.0009923477,0.0020971778,0.0018796477,0.00019831971,0.0024442181,0.00022596249],"about_ca_topic_score_codex":0.00031368964,"about_ca_topic_score_gemma":0.0009223701,"teacher_disagreement_score":0.04406279,"about_ca_system_score_codex":0.00017871925,"about_ca_system_score_gemma":0.00042528822,"threshold_uncertainty_score":0.65819955},"labels":[],"label_agreement":null},{"id":"W4396683966","doi":"10.1200/edbk_100044","title":"Geriatric Oncology: A 5-Year Strategic Plan","year":2024,"lang":"en","type":"review","venue":"American Society of Clinical Oncology Educational Book","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"National Cancer Institute","keywords":"Geriatric oncology; Oncology; Geriatrics; Medicine; Internal medicine; Medical education; Resource (disambiguation); Nursing; Cancer","score_opus":0.2225309863388641,"score_gpt":0.535923430521747,"score_spread":0.31339244418288287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396683966","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003445527,0.9158452,0.0000038076562,0.025477529,0.0019142791,0.0012667251,0.0001451599,0.000086329084,0.055226475],"genre_scores_gemma":[0.00001853136,0.92298764,0.011601827,0.006200712,0.0040914686,0.00031052154,0.0006215032,0.000104270526,0.05406353],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99388,0.0006566356,0.0033484716,0.0010600489,0.00054379855,0.0005110999],"domain_scores_gemma":[0.9877718,0.008250359,0.0023131731,0.0007218083,0.00036774014,0.0005750925],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0015203014,0.0006079757,0.0062736496,0.00016650486,0.00006803363,0.000014936574,0.00050728937,0.0012978112,0.002199338],"category_scores_gemma":[0.00075283553,0.00047757986,0.0038820992,0.00080980686,0.0029046277,0.00006031426,0.00019036079,0.002787067,0.0017724923],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047383084,0.0012422419,0.0000720942,0.0052809655,0.0015507399,0.000014594665,0.0001362909,1.2398972e-7,1.1624565e-7,0.0008509488,0.3685169,0.62228763],"study_design_scores_gemma":[0.0008070331,0.0034187648,0.00020233278,0.0028927315,0.006084491,0.00023841702,0.0006159744,0.0000062998206,4.582473e-8,0.0005757213,0.9847976,0.00036057364],"about_ca_topic_score_codex":0.00008682964,"about_ca_topic_score_gemma":0.000008645773,"teacher_disagreement_score":0.621927,"about_ca_system_score_codex":0.0011697426,"about_ca_system_score_gemma":0.03625391,"threshold_uncertainty_score":0.9999987},"labels":[],"label_agreement":null},{"id":"W4396770676","doi":"10.4103/pmrr.pmrr_16_24","title":"Prevalence and Determinants of Frailty amongst the Elderly: A Study from a Tertiary Care Hospital in North India","year":2024,"lang":"en","type":"article","venue":"Preventive Medicine Research & Reviews","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology","score_opus":0.06376391749810384,"score_gpt":0.4156781084584657,"score_spread":0.35191419096036186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396770676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.777444,0.21552871,0.0000062407153,0.0008356984,0.00013577458,0.0058288923,0.000042295018,0.00002029456,0.00015811845],"genre_scores_gemma":[0.9709004,0.02723563,0.000058421512,0.000035801226,0.0002450723,0.0007457755,0.00002222873,0.00003452568,0.00072214333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950376,0.0015285766,0.0009873757,0.00076587964,0.0011620072,0.00051854266],"domain_scores_gemma":[0.9973995,0.0011109008,0.00014036242,0.0008469567,0.00028467624,0.00021762449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031878785,0.00029667653,0.00092759077,0.0003871164,0.00008937376,0.00002713157,0.00045021783,0.000079092366,0.00020160552],"category_scores_gemma":[0.0029634405,0.00016415313,0.00012454014,0.0011187585,0.0009894148,0.00017647738,0.0004065517,0.0011740589,0.000041905034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029793697,0.00024602565,0.7393565,0.0032888458,0.00006736037,0.00029650866,0.035428476,2.1493378e-8,0.00006303505,0.0000012893482,0.0014373427,0.21978477],"study_design_scores_gemma":[0.0013660152,0.0028402468,0.9687454,0.014623483,0.00022607952,0.000015114838,0.007112921,0.000042709275,0.00010430539,0.0000737044,0.0047117476,0.00013825789],"about_ca_topic_score_codex":0.0019649689,"about_ca_topic_score_gemma":0.0025387292,"teacher_disagreement_score":0.22938888,"about_ca_system_score_codex":0.00014921975,"about_ca_system_score_gemma":0.0002156462,"threshold_uncertainty_score":0.669397},"labels":[],"label_agreement":null},{"id":"W4396771417","doi":"10.3399/bjgp.2023.0350","title":"Predicting unplanned admissions to hospital in older adults using routinely recorded general practice data: development and validation of a prediction model","year":2024,"lang":"en","type":"article","venue":"British Journal of General Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"ZonMw","keywords":"Medicine; Logistic regression; Confidence interval; Discriminative model; Psychological intervention; Predictive modelling; Calibration; Emergency medicine; Statistics; Machine learning; Computer science; Internal medicine","score_opus":0.03675580389676694,"score_gpt":0.33421827914312174,"score_spread":0.29746247524635483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396771417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98323244,0.0024930192,0.007709969,0.0047447896,0.000788076,0.0006170451,0.000118913704,0.00003727201,0.00025847944],"genre_scores_gemma":[0.73577905,0.0006989664,0.26190522,0.00043209214,0.0007074237,0.000007567163,0.000119600314,0.00004987858,0.00030022804],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99693066,0.00024864048,0.0013039516,0.00045482462,0.000755377,0.00030657367],"domain_scores_gemma":[0.9974284,0.0004142469,0.00066199084,0.000250656,0.0008516776,0.00039301265],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002040625,0.00020076837,0.0004091413,0.0003356732,0.000113292255,0.00018796652,0.00018733564,0.00014671404,0.0000171812],"category_scores_gemma":[0.01141581,0.00022232987,0.000056286182,0.00047120528,0.00002766022,0.003158066,0.00018595756,0.00074692385,0.0000018055141],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016492631,0.008973163,0.028993508,0.0038420758,0.003624662,0.02051149,0.048903674,0.115085326,0.049130943,0.00014144537,0.07500526,0.6292958],"study_design_scores_gemma":[0.0075151445,0.0014544054,0.019381085,0.016698422,0.0014071183,0.051254563,0.004307387,0.8792432,0.0058059157,0.000032289572,0.012303421,0.0005970766],"about_ca_topic_score_codex":0.0008270996,"about_ca_topic_score_gemma":0.00006992259,"teacher_disagreement_score":0.76415783,"about_ca_system_score_codex":0.0002681876,"about_ca_system_score_gemma":0.0011326812,"threshold_uncertainty_score":0.99691147},"labels":[],"label_agreement":null},{"id":"W4396839008","doi":"10.52538/iduhes.1348629","title":"INVESTIGATION OF THE RELATIONSHIP BETWEEN FRAILTY AND DEPENDENCY IN INDIVIDUALS LIVING IN A NURSING HOME","year":2024,"lang":"en","type":"article","venue":"Izmir Democracy University Health Sciences Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fragility; Barthel index; Gerontology; Nursing homes; Incidence (geometry); Activities of daily living; Medicine; Elderly people; Dependency (UML); Descriptive statistics; Psychology; Nursing; Physical therapy","score_opus":0.07325637981958391,"score_gpt":0.3489935377326588,"score_spread":0.27573715791307485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396839008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9636407,0.0006591355,0.0001550968,0.034872588,0.0001659443,0.00021345764,0.0000044883586,0.000013181361,0.00027541842],"genre_scores_gemma":[0.9981144,0.000094727824,0.00146333,0.00012888435,0.000049041115,1.180814e-7,6.5916686e-7,0.0000042038932,0.00014460275],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983813,0.00032701547,0.00034871534,0.00020653862,0.00046677756,0.00026963168],"domain_scores_gemma":[0.9984344,0.0010642102,0.00017642895,0.000096467375,0.000040769126,0.00018772602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022046024,0.000082776125,0.0001977894,0.0007749845,0.00042969227,0.000048451984,0.00020672429,0.000072758485,0.000011254183],"category_scores_gemma":[0.0005574943,0.00006774227,0.00003946504,0.0016811447,0.00044557668,0.0006595469,0.000058627353,0.0007439672,0.0000015920837],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000022279899,0.0000104015635,0.9873576,0.00009485084,0.0000029685918,0.000010674697,0.0073456266,0.000018915143,0.000010929164,0.0007388034,0.00011400716,0.004292987],"study_design_scores_gemma":[0.0003413334,0.00009701305,0.9746559,0.006065168,0.000013281163,0.00017587254,0.0019963633,0.00042022797,0.0000062772883,0.016145088,0.000025353507,0.000058096924],"about_ca_topic_score_codex":0.00019396901,"about_ca_topic_score_gemma":0.0002409769,"teacher_disagreement_score":0.034743704,"about_ca_system_score_codex":0.00046392376,"about_ca_system_score_gemma":0.0013373444,"threshold_uncertainty_score":0.33048892},"labels":[],"label_agreement":null},{"id":"W4396855324","doi":"10.1016/j.cjca.2024.05.006","title":"Reply to Albulushi—Frailty Index as a Potential Assessment Tool for Multidomain Frailty in Heart Failure","year":2024,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Juntendo University","keywords":"Medicine; Scopus; Frailty Index; Heart failure; Gerontology; Cohort; Internal medicine; Index (typography); Population; Cardiology; MEDLINE","score_opus":0.018395038449196415,"score_gpt":0.29758158136466356,"score_spread":0.27918654291546713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396855324","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006925938,0.0005475474,0.0041529336,0.98033935,0.0046951687,0.0016996078,0.00054328213,0.00002412576,0.0010720206],"genre_scores_gemma":[0.1409562,0.000017794382,0.0076070814,0.81936723,0.026020188,0.00017897246,0.00034394464,0.00025172738,0.005256856],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99561924,0.00036980558,0.0013788468,0.0007468678,0.000571793,0.0013134622],"domain_scores_gemma":[0.9969161,0.0003502904,0.00032319946,0.0007754843,0.00061719253,0.0010177217],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0011397407,0.0006049037,0.0021707832,0.0018820056,0.000092895636,0.00010397341,0.0005404427,0.0016537034,0.00015516396],"category_scores_gemma":[0.0013074059,0.0005699842,0.0010696775,0.00039261734,0.0002137654,0.00010720857,0.00006540535,0.0049582627,0.000105481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001317972,0.0000036807096,0.0037868267,0.00028706915,0.00068932807,0.012864992,0.00014803756,0.00073263835,0.00013745259,0.000016304586,0.9799035,0.0012983495],"study_design_scores_gemma":[0.0025378417,0.0012344032,0.009982728,0.000932321,0.00042683986,0.0096132355,0.000110625784,0.00004474225,0.000020796811,0.0005900242,0.9740235,0.0004829099],"about_ca_topic_score_codex":0.0051359306,"about_ca_topic_score_gemma":0.0068105734,"teacher_disagreement_score":0.16097213,"about_ca_system_score_codex":0.0020603738,"about_ca_system_score_gemma":0.009066964,"threshold_uncertainty_score":0.99967515},"labels":[],"label_agreement":null},{"id":"W4396861854","doi":"10.1590/1981-22562024027.230208.pt","title":"Prevalência e fatores associados à fragilidade em pessoas idosas hipertensas por meio da Escala de Fragilidade de Edmonton e Índice de Vulnerabilidade Clínico Funcional-20","year":2024,"lang":"pt","type":"article","venue":"Revista Brasileira de Geriatria e Gerontologia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Psychology; Medicine","score_opus":0.02919559540605664,"score_gpt":0.31162442166644244,"score_spread":0.2824288262603858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396861854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88445985,0.09034164,0.007202751,0.0050518643,0.0034273656,0.004554937,0.0013927666,0.002242123,0.001326703],"genre_scores_gemma":[0.96620345,0.001459633,0.005763026,0.0032183193,0.007471873,0.0008084651,0.00070325914,0.0008330441,0.013538938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9770031,0.005046647,0.004235416,0.0042722807,0.0028505623,0.0065919803],"domain_scores_gemma":[0.98498553,0.0057274657,0.0015890986,0.003629499,0.00083890447,0.0032295254],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.009826905,0.0031783227,0.0046024662,0.0010320124,0.001074346,0.002876423,0.0028661622,0.004517007,0.0041535716],"category_scores_gemma":[0.013685605,0.0032032677,0.0026075828,0.0021301683,0.00083816575,0.0010615484,0.00089670124,0.0063612266,0.0012697559],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0043464187,0.003106513,0.50239617,0.019693295,0.0074225534,0.01186158,0.04520944,0.0005492007,0.06969592,0.006777528,0.30424628,0.024695106],"study_design_scores_gemma":[0.012291036,0.003097664,0.85273325,0.011739421,0.012664043,0.006380826,0.011103643,0.025302796,0.004335098,0.0011060116,0.052422043,0.0068241633],"about_ca_topic_score_codex":0.0014262225,"about_ca_topic_score_gemma":0.0010817173,"teacher_disagreement_score":0.3503371,"about_ca_system_score_codex":0.012521738,"about_ca_system_score_gemma":0.009473457,"threshold_uncertainty_score":0.99950784},"labels":[],"label_agreement":null},{"id":"W4396861859","doi":"10.1590/1981-22562024027.230208.en","title":"Prevalence and factors associated with frailty in older adults with hypertension using the Edmonton Frail Scale and the Clinical Functional Vulnerability Index-20","year":2024,"lang":"en","type":"article","venue":"Revista Brasileira de Geriatria e Gerontologia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Gerontology; Frailty Index; Scale (ratio); Index (typography); Medicine; Psychology; Computer science; Geography; Computer security","score_opus":0.058593190454796065,"score_gpt":0.3157220611214301,"score_spread":0.25712887066663404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396861859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99019784,0.0059561003,0.0006791901,0.0008904586,0.00019641595,0.0018651139,0.00003661851,0.00013471044,0.000043570064],"genre_scores_gemma":[0.99879354,0.00016126253,0.00029116133,0.0002745797,0.00020611894,0.00005627639,0.000028840986,0.00004460409,0.00014359345],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99637324,0.0009440519,0.0007474833,0.0009158439,0.00051320205,0.0005061801],"domain_scores_gemma":[0.99600416,0.0027583102,0.00023739612,0.0006173608,0.00019071433,0.0001920395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023883511,0.00042660063,0.0008603168,0.00008730702,0.00025193294,0.00021520954,0.00017655632,0.000377985,0.00007764932],"category_scores_gemma":[0.0015770453,0.00020088976,0.00013372523,0.00043550626,0.0011714922,0.00023594852,0.00011950763,0.0011206244,0.000001593551],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026053549,0.00014216386,0.9935638,0.0004608686,0.00017060802,0.00005449354,0.001103394,0.000017901395,0.00006360536,0.000047940677,0.00032737866,0.0014425387],"study_design_scores_gemma":[0.0070567783,0.00036135633,0.9810586,0.0018765855,0.0004794982,0.00025161656,0.0005537408,0.008020246,0.000010692109,0.000018841678,0.000046701105,0.00026533444],"about_ca_topic_score_codex":0.0004025247,"about_ca_topic_score_gemma":0.001123241,"teacher_disagreement_score":0.012505144,"about_ca_system_score_codex":0.00025590823,"about_ca_system_score_gemma":0.00041963582,"threshold_uncertainty_score":0.8192046},"labels":[],"label_agreement":null},{"id":"W4396898362","doi":"10.1002/ejhf.3234","title":"Frailty According to the 2019 HFA-ESC Definition in Patients at Risk for Advanced Heart Failure: Insights from the HELP-HF Registry","year":2024,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Frailty in Older Adults","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Heart failure; Hazard ratio; Confidence interval; Internal medicine; Cohort; Cardiology; Cohort study","score_opus":0.019753994037038175,"score_gpt":0.25700327161847225,"score_spread":0.23724927758143408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396898362","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89002055,0.0018410705,0.0005479683,0.10508391,0.0012019125,0.00088763924,0.00018665969,0.000050870887,0.00017942472],"genre_scores_gemma":[0.98129344,0.0000633765,0.013866452,0.0028485458,0.0013548317,0.000009400626,0.00008021586,0.000102374106,0.00038134525],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972002,0.0005984904,0.00081595284,0.00038178847,0.0006213033,0.0003822535],"domain_scores_gemma":[0.9978738,0.00073889166,0.0002572393,0.0006152628,0.0002821263,0.00023267439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008863111,0.00029560964,0.0004472741,0.00016438065,0.00027873516,0.00014870784,0.00038406995,0.000071924784,0.00006804992],"category_scores_gemma":[0.0011036793,0.00017214402,0.00032907096,0.000407877,0.00007525166,0.00031689723,0.00016275876,0.0011167481,0.00046378793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008210541,0.00010852563,0.033456124,0.000055954115,0.00013285632,0.000110719186,0.0018435123,0.00021624431,0.0046889563,0.000032609165,0.9546526,0.0038808454],"study_design_scores_gemma":[0.003171946,0.0010360857,0.1331966,0.0019414889,0.00013381502,0.00016314762,0.0010073801,0.000044820063,0.00097277144,0.00015734261,0.8579569,0.00021771663],"about_ca_topic_score_codex":0.000035374807,"about_ca_topic_score_gemma":0.00020513024,"teacher_disagreement_score":0.10223536,"about_ca_system_score_codex":0.00021376718,"about_ca_system_score_gemma":0.00012087845,"threshold_uncertainty_score":0.7019829},"labels":[],"label_agreement":null},{"id":"W4396903477","doi":"10.21203/rs.3.rs-4369872/v1","title":"Evaluation of the Effects of Thyroid Functions on Frailty in Geriatric Patients Using the Edmonton, SOF and FRAIL Scales","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Logistic regression; Thyroid function; Thyroid function tests; Thyroid; Gerontology; Frailty Index; Thyroid dysfunction; Internal medicine; Odds ratio","score_opus":0.08051674807006465,"score_gpt":0.41186614743767624,"score_spread":0.3313493993676116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396903477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98738664,0.005752082,0.000007952199,0.00096662756,0.0005566499,0.004280746,0.00010048067,0.000015764388,0.00093306456],"genre_scores_gemma":[0.9990344,0.00021834219,0.00003180018,0.000015897656,0.00016382238,0.00022323495,0.00003712752,0.00003772199,0.00023762853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9936998,0.0015756122,0.00047338515,0.00048094807,0.0034380476,0.00033222936],"domain_scores_gemma":[0.9956164,0.0013890532,0.00016623655,0.0010305198,0.001718616,0.00007921666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038006103,0.00021473282,0.0003979185,0.00056384655,0.00012707963,0.000035900885,0.00028490947,0.0003009264,0.00003228677],"category_scores_gemma":[0.0071989475,0.00012489018,0.00016932302,0.0009058652,0.00037709658,0.000031678068,0.0011071588,0.0018516781,0.0000074928935],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001718612,0.005407413,0.51238376,0.07594705,0.0018957272,0.00003939761,0.022680327,0.009917455,0.034584746,0.0005143145,0.029848425,0.30506277],"study_design_scores_gemma":[0.0024951757,0.00089875644,0.9665184,0.010421853,0.0004683023,0.0000027767703,0.0005701275,0.010263157,0.0036107884,0.0044861245,0.00010564205,0.00015892471],"about_ca_topic_score_codex":0.0010428594,"about_ca_topic_score_gemma":0.0005608252,"teacher_disagreement_score":0.4541346,"about_ca_system_score_codex":0.0005948324,"about_ca_system_score_gemma":0.0009365134,"threshold_uncertainty_score":0.8618332},"labels":[],"label_agreement":null},{"id":"W4396928163","doi":"10.1007/s00134-024-07404-9","title":"Frailty, Outcomes, Recovery and Care Steps of Critically Ill Patients (FORECAST): a prospective, multi-centre, cohort study","year":2024,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Dalhousie University; Université de Montréal; McGill University; Kingston Health Sciences Centre; Hôpital du Sacré-Cœur de Montréal; Université Laval; Centre Hospitalier de l’Université de Montréal; Sinai Health System; Western University; University of Toronto; Queen's University; Alberta Health Services; McMaster University; St. Joseph’s Healthcare Hamilton; University of Alberta","funders":"Canadian Frailty Network; University of Alberta; London Health Sciences Centre; McGill University","keywords":"Medicine; Critically ill; Anesthesiology; Prospective cohort study; Pain medicine; Intensive care medicine; Emergency medicine; Cohort study; Intensive care; Critical illness; MEDLINE; Cohort; Internal medicine; Anesthesia","score_opus":0.02146431196732718,"score_gpt":0.3102131761835802,"score_spread":0.288748864216253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396928163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97857857,0.0073020216,0.000110245106,0.0049797227,0.0022215915,0.0043844995,0.00024869107,0.00018994167,0.0019847103],"genre_scores_gemma":[0.9935307,0.00015681022,0.0003374739,0.0041879937,0.00018994545,0.00008724262,0.00022303498,0.00008674715,0.0012000818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969285,0.000083890634,0.00076074543,0.0008502002,0.00094668375,0.00042999655],"domain_scores_gemma":[0.97736615,0.0004041037,0.00009522527,0.0005932797,0.021214781,0.00032648118],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015274835,0.0004552164,0.0011755208,0.00036391738,0.000058957874,0.000019530771,0.00014553904,0.00016590106,0.00015103679],"category_scores_gemma":[0.014702973,0.00032592285,0.0001567286,0.0003613022,0.000516101,0.0001203214,0.00018693709,0.0005510082,0.000027420578],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023297804,0.0002557039,0.93393975,0.0011344907,0.0006155429,0.00039465685,0.029643247,4.2963038e-7,0.000090669244,0.00001776658,0.008088419,0.02558635],"study_design_scores_gemma":[0.0075084427,0.0044696075,0.84143084,0.002923016,0.0009854886,0.000044037934,0.1398913,0.000046082387,0.00018250984,0.000029212351,0.0022118164,0.00027763192],"about_ca_topic_score_codex":0.0005840502,"about_ca_topic_score_gemma":0.0006771299,"teacher_disagreement_score":0.11024805,"about_ca_system_score_codex":0.00040676902,"about_ca_system_score_gemma":0.00014373615,"threshold_uncertainty_score":0.9999193},"labels":[],"label_agreement":null},{"id":"W4396962329","doi":"10.1161/hypertensionaha.124.23087","title":"Prediabetes Increases the Risk of Frailty in Prefrail Older Adults With Hypertension: Beneficial Effects of Metformin","year":2024,"lang":"en","type":"article","venue":"Hypertension","topic":"Frailty in Older Adults","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute","keywords":"Prediabetes; Medicine; Metformin; Diabetes mellitus; Internal medicine; Cardiology; Gerontology; Endocrinology; Type 2 diabetes","score_opus":0.010427399267270048,"score_gpt":0.22272639976437963,"score_spread":0.2122990004971096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396962329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9862266,0.011554078,0.000023633509,0.0003739559,0.00028042716,0.001219336,0.000037200498,0.00009479504,0.00018997461],"genre_scores_gemma":[0.9978377,0.00073495135,0.0007938799,0.0002104642,0.00015843778,0.00005848982,0.00003872371,0.00005819289,0.00010911523],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978673,0.00013625955,0.0005374309,0.0004731819,0.0006432967,0.00034254734],"domain_scores_gemma":[0.9972929,0.0014765994,0.00015123833,0.0006550107,0.00031172443,0.00011256491],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032872753,0.00030720403,0.0007623165,0.00026525385,0.00005575331,0.000012720579,0.0001615576,0.00019996474,0.00003588899],"category_scores_gemma":[0.0010493962,0.00016539182,0.00017309663,0.00065743364,0.00022572892,0.00015253891,0.00010258179,0.00042428562,0.000014614883],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0081877345,0.0070636156,0.21021305,0.024693217,0.002425799,0.0038457394,0.011092654,0.0004049544,0.19546655,0.00034470824,0.027375605,0.5088864],"study_design_scores_gemma":[0.01023094,0.003541348,0.751661,0.025315788,0.0021098838,0.00096556544,0.0010153361,0.018020306,0.18496475,0.0002030797,0.0014603195,0.00051169976],"about_ca_topic_score_codex":0.0013838271,"about_ca_topic_score_gemma":0.00023224045,"teacher_disagreement_score":0.54144794,"about_ca_system_score_codex":0.00004034256,"about_ca_system_score_gemma":0.00015085803,"threshold_uncertainty_score":0.67444825},"labels":[],"label_agreement":null},{"id":"W4396999082","doi":"10.1681/asn.20203110s1536a","title":"A Comparison of Frailty Measures Among Patients Referred for Kidney Transplantation","year":2020,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; University of Manitoba; University of Saskatchewan; McMaster University; Western University; McGill University; Dalhousie University","funders":"","keywords":"Medicine; Kidney transplantation; Transplantation; Gerontology; Intensive care medicine; Internal medicine","score_opus":0.060683299717952964,"score_gpt":0.33706764467937794,"score_spread":0.276384344961425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4396999082","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97642136,0.00005465085,0.0029366752,0.02014392,0.00010213631,0.0002533902,0.000048095244,0.000006060204,0.000033724627],"genre_scores_gemma":[0.9840876,0.000085053514,0.0067421296,0.008903001,0.00014499009,0.0000025849508,0.000008362522,0.000014538369,0.000011760058],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860156,0.00009925373,0.00066988455,0.000102807135,0.00037571823,0.00015076886],"domain_scores_gemma":[0.9974097,0.00021251763,0.0016272628,0.0001413161,0.00046160017,0.00014760613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017670447,0.00010797058,0.0007411708,0.000026347327,0.000036390942,0.0000021816747,0.00023008193,0.000065521686,0.00001057468],"category_scores_gemma":[0.00034322854,0.00007547569,0.0005661823,0.00020827008,0.00057344406,0.00005584194,0.000021447702,0.00027292134,3.5511104e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004767989,0.0005387982,0.46460935,0.0004938397,0.0011225422,0.0000013093936,0.014794192,0.00019968321,0.20150322,0.0000055542037,0.30354556,0.008417953],"study_design_scores_gemma":[0.0051561217,0.004804515,0.96143717,0.00014116731,0.0006462948,0.000020101184,0.0013433668,0.0012302911,0.0128011955,0.000043895274,0.012287439,0.00008847258],"about_ca_topic_score_codex":0.00005455729,"about_ca_topic_score_gemma":0.0000054112415,"teacher_disagreement_score":0.4968278,"about_ca_system_score_codex":0.0000375052,"about_ca_system_score_gemma":0.00014146177,"threshold_uncertainty_score":0.30778092},"labels":[],"label_agreement":null},{"id":"W4397002952","doi":"10.1152/ajpheart.00179.2024","title":"Relation between frailty and hypertension is partially mediated by physical activity among males and females in the Canadian Longitudinal Study on Aging","year":2024,"lang":"en","type":"article","venue":"American Journal of Physiology-Heart and Circulatory Physiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Moncton; Nova Scotia Health Authority; Dalhousie University; Université de Sherbrooke; University of New Brunswick","funders":"Canadian Institutes of Health Research; Dalhousie University","keywords":"Medicine; Disease; Internal medicine; Sitting; Longitudinal study; Gerontology; Odds ratio; Demography","score_opus":0.054562521197151014,"score_gpt":0.31466281920090833,"score_spread":0.26010029800375734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4397002952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99654174,0.0003571128,5.697523e-7,0.0027295677,0.000091947186,0.00024213936,0.000011494386,0.000013329246,0.000012104414],"genre_scores_gemma":[0.99897885,0.000049565515,0.000010140453,0.0006258169,0.0002949207,0.0000066952402,0.00000990734,0.000019572468,0.000004517067],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99839675,0.00039775926,0.0002632238,0.00043203324,0.00020019281,0.00031000865],"domain_scores_gemma":[0.99877965,0.00059588684,0.00014512072,0.00019913967,0.00006382371,0.00021635044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033951362,0.00022886501,0.000701915,0.00021266799,0.00016431956,0.000026494368,0.00007950892,0.00009586356,0.000006401915],"category_scores_gemma":[0.00006928153,0.00015723919,0.00007788727,0.00023333571,0.00091541087,0.0001595326,0.000034054385,0.0007475899,0.000003475069],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000091156995,0.00015640809,0.4774784,0.000036395864,0.000176981,0.000013400067,0.0018795286,0.0000048918973,0.5182977,0.000013196456,0.0003271614,0.0015248026],"study_design_scores_gemma":[0.00065057783,0.0018035286,0.9952521,0.00012990383,0.00015859773,0.00013194927,0.0008253508,0.0003753961,0.00016729231,0.0002054236,0.0001557394,0.0001441492],"about_ca_topic_score_codex":0.0033826865,"about_ca_topic_score_gemma":0.0013940476,"teacher_disagreement_score":0.51813036,"about_ca_system_score_codex":0.00006273782,"about_ca_system_score_gemma":0.00013569529,"threshold_uncertainty_score":0.6412028},"labels":[],"label_agreement":null},{"id":"W4397005101","doi":"10.3390/jcm13102962","title":"Effectiveness of a Dual-Task Intervention Involving Exercise and Vocalized Cognitive Tasks","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Jikei University School of Medicine","keywords":"Medicine; Cognition; Intervention (counseling); Randomized controlled trial; Physical therapy; Task (project management); Population; Activities of daily living; Physical medicine and rehabilitation; Test (biology); Cognitive training; Gerontology; Nursing; Psychiatry","score_opus":0.05331464104753398,"score_gpt":0.43829086275480944,"score_spread":0.38497622170727547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4397005101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96230876,0.029034829,0.0027172535,0.0025482345,0.0022986648,0.0004758369,0.000007823867,0.000027096528,0.00058147614],"genre_scores_gemma":[0.99497366,0.0036117833,0.00027893542,0.00013626121,0.0008045639,0.000004438275,0.000007313443,0.000024220066,0.00015880809],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9966161,0.00045208805,0.0019868584,0.00022214273,0.0005673937,0.00015537324],"domain_scores_gemma":[0.992361,0.0060041747,0.00056193914,0.00013554598,0.0006210054,0.0003163156],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0061326297,0.00016376791,0.0013800708,0.00029560007,0.000018621728,0.000010358562,0.00006775569,0.00017393177,0.00014693431],"category_scores_gemma":[0.012961771,0.000105049025,0.0003500527,0.00027492322,0.0005146526,0.00015555717,0.000053190706,0.00082405756,0.000006273208],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02143512,0.0017014627,0.055152927,0.019869413,0.0025735807,0.004072195,0.002581325,0.0000021469784,0.015139951,0.0003719043,0.006137598,0.8709624],"study_design_scores_gemma":[0.046187717,0.020809356,0.53867996,0.37114152,0.0056770495,0.002611019,0.0020267512,0.0013718249,0.0044984897,0.004686341,0.0020050309,0.0003049287],"about_ca_topic_score_codex":0.000030733634,"about_ca_topic_score_gemma":0.000002567094,"teacher_disagreement_score":0.87065744,"about_ca_system_score_codex":0.00003339438,"about_ca_system_score_gemma":0.00013897251,"threshold_uncertainty_score":0.99535245},"labels":[],"label_agreement":null},{"id":"W4398208053","doi":"10.1111/anae.16301","title":"Impact of peri‐operative frailty and operative stress on post‐discharge mortality, readmission and days at home in Medicare beneficiaries","year":2024,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Centers for Medicare and Medicaid Services; National Institute on Aging; National Institutes of Health","keywords":"Medicine; Hazard ratio; Frailty Index; Perioperative; Incidence (geometry); Retrospective cohort study; Internal medicine; Surgery; Confidence interval","score_opus":0.025651240662517005,"score_gpt":0.3483226544594619,"score_spread":0.3226714137969449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398208053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927845,0.0031728102,0.0000024187857,0.0028247945,0.00004101113,0.00042028766,0.00020950208,0.000042108255,0.00050258625],"genre_scores_gemma":[0.998399,0.0008685415,0.000065948654,0.0001564707,0.00004701217,0.000017713279,0.00013259183,0.000032033433,0.00028069253],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985849,0.00008933676,0.00029761103,0.0004428446,0.00033943693,0.00024585225],"domain_scores_gemma":[0.99924517,0.00010249064,0.000044180175,0.00027859936,0.00010066843,0.000228922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017560653,0.0002617586,0.0004669031,0.00019220007,0.00007904961,0.000046184272,0.00007434934,0.00015440206,0.00019874827],"category_scores_gemma":[0.0001784318,0.0001790178,0.00007159561,0.00020158147,0.00019960178,0.00018736151,0.000089248235,0.00028311805,0.000007861165],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043879246,0.00030541368,0.9318084,0.00047221498,0.0003193605,0.00076322636,0.029349022,0.000029330227,0.0073000714,0.002290759,0.0009837593,0.025939625],"study_design_scores_gemma":[0.00093544694,0.0025415283,0.9881466,0.0018362461,0.000082549675,0.0000689638,0.0015879889,0.0010558758,0.0032465782,0.00011273191,0.00016329964,0.00022220987],"about_ca_topic_score_codex":0.0017683306,"about_ca_topic_score_gemma":0.0016548808,"teacher_disagreement_score":0.056338154,"about_ca_system_score_codex":0.00014656679,"about_ca_system_score_gemma":0.00018865157,"threshold_uncertainty_score":0.73001343},"labels":[],"label_agreement":null},{"id":"W4398218124","doi":"10.3389/fnagi.2024.1395553","title":"Association between physical frailty and cortical structure in middle-aged and elderly people: a Mendelian randomization study","year":2024,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"Dali University; Yunnan Provincial Department of Education","keywords":"Temporal lobe; Parietal lobe; Posterior cingulate; Frontal lobe; Gyrus; Genome-wide association study; Neuroscience; Medicine; Cortex (anatomy); Psychology; Single-nucleotide polymorphism; Biology","score_opus":0.01935028856060263,"score_gpt":0.2832474135929724,"score_spread":0.2638971250323698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398218124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99509275,0.00018986309,0.0020027675,0.0013477618,0.0006397913,0.000634127,0.000012381913,0.000061189014,0.000019390796],"genre_scores_gemma":[0.9990402,0.000040591272,0.0005077975,0.00012467161,0.00008001733,0.000013041287,0.0000052699847,0.000014970173,0.00017342564],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99834377,0.00018060053,0.0002453707,0.00053546287,0.00041335291,0.0002814381],"domain_scores_gemma":[0.9994813,0.00021795821,0.000044508914,0.00013513972,0.000018656558,0.00010242677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004185485,0.0001451476,0.00035063192,0.00029044002,0.0000760072,0.00012914835,0.00008257421,0.00006447561,0.0000016889661],"category_scores_gemma":[0.00090117235,0.00013105175,0.000021575212,0.000828138,0.00009009892,0.00025422475,0.000057818557,0.0005218586,3.401926e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005072457,0.00006617353,0.98209536,0.00007311307,0.000009223221,0.000049788763,0.0073968056,0.000030516001,0.0029444017,0.0000045633647,0.00031453525,0.0069647804],"study_design_scores_gemma":[0.0035868157,0.00024385701,0.95366013,0.0001660867,0.00007326724,0.000010593272,0.00053119304,0.041050524,0.00015380052,0.00032948848,0.00007136703,0.00012287186],"about_ca_topic_score_codex":0.00005785949,"about_ca_topic_score_gemma":0.00013450449,"teacher_disagreement_score":0.041020006,"about_ca_system_score_codex":0.00015029509,"about_ca_system_score_gemma":0.00005502297,"threshold_uncertainty_score":0.5344136},"labels":[],"label_agreement":null},{"id":"W4398783855","doi":"10.62463/surgery.66","title":"Why do people die after surgery? A call for research action","year":2024,"lang":"en","type":"article","venue":"Impact Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Die (integrated circuit); Action (physics); Call to action; Medicine; Psychology; Engineering; Business; Advertising","score_opus":0.13801878378962243,"score_gpt":0.4387110814021863,"score_spread":0.3006922976125639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398783855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.975685,0.0043499577,0.00041526524,0.01582543,0.0021125998,0.0007441189,0.00013743738,0.00031105676,0.0004191088],"genre_scores_gemma":[0.994232,0.00045061778,0.00005151285,0.0006233394,0.0011542221,0.0003326668,0.000112876376,0.000096237825,0.0029465456],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974426,0.00013993579,0.00039862274,0.0004559679,0.0006716034,0.000891244],"domain_scores_gemma":[0.9910816,0.007695485,0.000036229234,0.00050511316,0.00029609236,0.00038548413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002334786,0.00022345425,0.00053848844,0.0008939641,0.000091260634,0.00018767935,0.000060324244,0.00018685713,0.000828989],"category_scores_gemma":[0.0029335057,0.00017682328,0.00067336945,0.00073826354,0.000077428915,0.00032719734,0.000044267777,0.00045905457,0.00030215946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087500934,0.00012129889,0.064061716,0.0009798369,0.00017789078,0.0004202707,0.00064379245,0.0000016485562,0.0008356682,0.000003594784,0.8731989,0.05868034],"study_design_scores_gemma":[0.00050671137,0.00029598584,0.33350545,0.0027123466,0.0001650277,0.0005364375,0.00021250316,0.0009229009,0.0032241093,0.00050328707,0.6568555,0.0005597416],"about_ca_topic_score_codex":0.0010958026,"about_ca_topic_score_gemma":0.00044267444,"teacher_disagreement_score":0.26944372,"about_ca_system_score_codex":0.00044826895,"about_ca_system_score_gemma":0.0007433623,"threshold_uncertainty_score":0.90768486},"labels":[],"label_agreement":null},{"id":"W4399040433","doi":"10.1136/heartjnl-2024-bcs.221","title":"229 Association of the hospital frailty risk score with outcomes of patients with cardiovascular diseases: a systematic review","year":2024,"lang":"en","type":"review","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; CINAHL; Observational study; Atrial fibrillation; Internal medicine; Disease; Stroke (engine); Myocardial infarction; Heart failure; MEDLINE; Meta-analysis; Systematic review; Emergency medicine; Psychological intervention","score_opus":0.013257962838841005,"score_gpt":0.26748574126136365,"score_spread":0.25422777842252264,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399040433","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00009132642,0.9870521,0.000016286771,0.00006786483,0.00019222619,0.011528817,0.0008099861,0.000052359053,0.00018907574],"genre_scores_gemma":[0.00033393878,0.9971159,0.00007406715,0.000049650243,0.00003060663,0.00051713374,0.00020715079,0.0000986752,0.0015728435],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99523085,0.0004896167,0.0014040144,0.00048281686,0.0021472967,0.00024538208],"domain_scores_gemma":[0.9951146,0.00030173105,0.0018988064,0.0019431718,0.0006319611,0.00010973365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055066886,0.0006025628,0.007349609,0.000116091964,0.000033174718,0.000015435638,0.00036930887,0.00020628232,0.000030728297],"category_scores_gemma":[0.001910818,0.00022629918,0.0026685656,0.0007885623,0.000086401,0.00006590542,0.00012291547,0.00048640507,0.000029731476],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035953167,0.00018286725,0.037257504,0.94063616,0.015795732,0.000006208962,0.000042574375,2.589179e-7,1.8073801e-10,0.0000064995197,0.0011879802,0.00488063],"study_design_scores_gemma":[0.0006350653,0.00028217424,0.00725482,0.78710955,0.19507584,0.000005197955,0.00001580046,5.80333e-7,4.19448e-8,0.000002111966,0.009379342,0.00023947265],"about_ca_topic_score_codex":0.00007757482,"about_ca_topic_score_gemma":0.000017060867,"teacher_disagreement_score":0.1792801,"about_ca_system_score_codex":0.0004281114,"about_ca_system_score_gemma":0.00049672363,"threshold_uncertainty_score":0.9228213},"labels":[],"label_agreement":null},{"id":"W4399055774","doi":"10.1136/heartjnl-2024-bcs.150","title":"153 Agreement among frailty assessment tools and their association with quality of life in older patients with heart failure: a comparison of four instruments","year":2024,"lang":"en","type":"article","venue":"Heart failure","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Heart failure; Barthel index; Cohort; Physical therapy; Gerontology; Activities of daily living; Internal medicine","score_opus":0.030272498233949917,"score_gpt":0.3115740188252975,"score_spread":0.2813015205913476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399055774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916652,0.000077119876,0.00013252793,0.0064642527,0.00007269544,0.0013309432,0.00012495229,0.000042526284,0.00008982334],"genre_scores_gemma":[0.994138,0.000003112572,0.005307248,0.00018839595,0.000035386485,0.00006437062,0.000126336,0.000031622,0.00010550836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973225,0.00019193388,0.0007694759,0.00043153873,0.00094635895,0.0003381699],"domain_scores_gemma":[0.9986633,0.00024264104,0.0002757233,0.00036858843,0.00027679233,0.00017294286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054863025,0.00028127368,0.0008939523,0.00018269081,0.000043756434,0.000052512692,0.00007351552,0.0001838221,0.0001002785],"category_scores_gemma":[0.000147592,0.00019765898,0.0000801926,0.0004321896,0.00010345183,0.0003168107,0.00006796733,0.0004705456,0.0000049850287],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001473653,0.000570081,0.9880905,0.0007600328,0.000222081,0.0000010117068,0.0013245207,0.000018233279,0.0006481374,0.00002631864,0.0075071263,0.0006845844],"study_design_scores_gemma":[0.0044023436,0.0010141646,0.9865393,0.0017335396,0.000061649895,0.0000016351256,0.0012539539,0.00032155483,0.0013401931,0.0000131303095,0.0031207537,0.00019775591],"about_ca_topic_score_codex":0.00053462037,"about_ca_topic_score_gemma":0.0025759004,"teacher_disagreement_score":0.006275857,"about_ca_system_score_codex":0.00029766728,"about_ca_system_score_gemma":0.00026726894,"threshold_uncertainty_score":0.8060299},"labels":[],"label_agreement":null},{"id":"W4399089883","doi":"10.1007/978-3-031-56270-9_37","title":"Multidimensional Frailty Instruments for Cardiac Surgery","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Computer science; Cardiology","score_opus":0.048378257290530836,"score_gpt":0.2900313119866228,"score_spread":0.24165305469609197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399089883","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00050497893,0.0016157418,0.000048203852,0.0026414224,0.0050720456,0.0018384638,0.0010490357,0.00039611242,0.986834],"genre_scores_gemma":[0.001402723,0.00025039588,0.0027763979,0.0008684013,0.0010932283,0.00008085705,0.001635984,0.00020756737,0.99168444],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997835,0.000005180672,0.0005411187,0.00068059604,0.0005847095,0.00035340825],"domain_scores_gemma":[0.9984351,0.0004508624,0.00010114288,0.0005528008,0.00020704011,0.0002530849],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020286064,0.0004960611,0.0010474788,0.00029727802,0.00005051782,0.000019365745,0.000070986105,0.00059404573,0.0025570372],"category_scores_gemma":[0.000101702986,0.00041571393,0.0010181607,0.000026952375,0.000098607474,0.000048394657,0.000118949414,0.00048544977,0.0022948382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017762797,0.000046680136,0.00022433008,0.0012461853,0.0017189633,0.00010725952,0.000044786586,2.811631e-7,0.00016841647,0.073815495,0.86807585,0.05437415],"study_design_scores_gemma":[0.00040040907,0.000099490535,0.00012183774,0.0014919601,0.0005844935,0.000035967034,0.0000071939853,0.0000619442,0.0004946829,0.0059900023,0.9902923,0.0004196972],"about_ca_topic_score_codex":0.000029455081,"about_ca_topic_score_gemma":0.000008646924,"teacher_disagreement_score":0.1222165,"about_ca_system_score_codex":0.00020619216,"about_ca_system_score_gemma":0.0003375365,"threshold_uncertainty_score":0.9998295},"labels":[],"label_agreement":null},{"id":"W4399094375","doi":"10.1007/978-3-031-57361-3_53","title":"Ethical and Policy Aspects of Frailty","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Environmental ethics; Sociology; Engineering ethics; Political science; Philosophy; Engineering","score_opus":0.03672702633655456,"score_gpt":0.3260481147386027,"score_spread":0.2893210884020481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399094375","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000043124313,0.0011045854,0.0000130214585,0.03368714,0.00015206053,0.00026495697,0.00004473062,0.00011201608,0.9645784],"genre_scores_gemma":[0.019456543,0.0003963032,0.0003798827,0.0034042676,0.0006744037,0.0000024615786,0.000029628876,0.000076657496,0.97557986],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877924,0.0000043113123,0.00031467495,0.00035342813,0.00038796474,0.00016040758],"domain_scores_gemma":[0.9991367,0.00012747085,0.000059804024,0.00039271035,0.000099393,0.00018393074],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000095111835,0.00025928143,0.0005520105,0.0002797237,0.000012706943,0.000010750215,0.00006855052,0.001056309,0.0018810079],"category_scores_gemma":[0.0001673922,0.0002032345,0.0001393423,0.000034621935,0.0002751472,0.000013104371,0.0001344407,0.0014597268,0.00039547094],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021713766,0.000008831246,0.0000035872133,0.0007700777,0.00017650553,0.00014844474,0.00011670649,3.1749522e-8,0.00012462873,0.9660573,0.026587889,0.0059842844],"study_design_scores_gemma":[0.00055365544,0.0003379581,0.00015129379,0.0016610656,0.0002719786,0.00031173698,0.000009352081,0.0000151321465,0.00041269977,0.3131002,0.6829632,0.0002117648],"about_ca_topic_score_codex":0.00014909238,"about_ca_topic_score_gemma":0.00008634507,"teacher_disagreement_score":0.6563753,"about_ca_system_score_codex":0.00006821144,"about_ca_system_score_gemma":0.0003038821,"threshold_uncertainty_score":0.9990314},"labels":[],"label_agreement":null},{"id":"W4399094388","doi":"10.1007/978-3-031-57361-3_48","title":"Perioperative, Surgical, and Procedural Care for Older Adults with Frailty","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Perioperative; Medicine; Gerontology; General surgery; Intensive care medicine; Surgery","score_opus":0.014785837456173912,"score_gpt":0.26964569063368277,"score_spread":0.25485985317750887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399094388","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023173313,0.0117234485,0.0000254172,0.004136734,0.00022377435,0.004639761,0.00034832623,0.00034463502,0.9762406],"genre_scores_gemma":[0.015013705,0.0002947105,0.0015916275,0.0005304705,0.0004789622,0.00022385929,0.00054436456,0.00020130785,0.981121],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998135,0.0000031564343,0.0003196508,0.000865154,0.0003608364,0.00031625907],"domain_scores_gemma":[0.9987578,0.00007777441,0.00006400756,0.00035935728,0.0004883931,0.0002526774],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000033651537,0.0005859686,0.00076025166,0.00013449584,0.00009676378,0.00007945276,0.000083351166,0.00043955434,0.0012753349],"category_scores_gemma":[0.000018420995,0.00037495152,0.00016097784,0.000031249507,0.00024135604,0.0000735168,0.0000727216,0.00051757804,0.00009527686],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01083316,0.00031238687,0.00039774843,0.08353712,0.004256988,0.0053252457,0.061642513,0.0000040436735,0.000050449333,0.4390595,0.23274584,0.161835],"study_design_scores_gemma":[0.006169874,0.0014836916,0.00008575305,0.007957605,0.00056001736,0.0010308545,0.0017485396,0.00007315777,0.000093361676,0.0001653971,0.97995937,0.000672404],"about_ca_topic_score_codex":0.000026466372,"about_ca_topic_score_gemma":0.00031750408,"teacher_disagreement_score":0.7472135,"about_ca_system_score_codex":0.00010462552,"about_ca_system_score_gemma":0.00026213643,"threshold_uncertainty_score":0.99987024},"labels":[],"label_agreement":null},{"id":"W4399094594","doi":"10.1007/978-3-031-57361-3_41","title":"Frailty and Cardiovascular Disease","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Disease; Medicine; Cardiology; Internal medicine","score_opus":0.030366633508469132,"score_gpt":0.2550798776535708,"score_spread":0.2247132441451017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399094594","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000029501432,0.048986576,0.000048532293,0.0016203453,0.00035559008,0.0004768386,0.00008092665,0.00025088206,0.9481508],"genre_scores_gemma":[0.002255742,0.002013963,0.00020449271,0.0005058484,0.0006080321,0.000011466896,0.000098724944,0.00011751865,0.9941842],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854803,0.0000031015927,0.00019967368,0.00058896834,0.0004906058,0.00016959957],"domain_scores_gemma":[0.99858916,0.000027927344,0.000017831411,0.0008865831,0.00006121825,0.0004173101],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000078981386,0.00032690653,0.00054819306,0.00012572767,0.0000242332,0.000030498153,0.000059799608,0.00023929786,0.0024126964],"category_scores_gemma":[0.000032929343,0.000260524,0.0005520614,0.000015657639,0.0001246567,0.000027873031,0.00012654411,0.00044051145,0.0014407285],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018349866,0.000048367885,0.00015675198,0.0058315555,0.014565647,0.010961728,0.00018501957,0.000006540163,0.000013030213,0.48988712,0.31494534,0.16321543],"study_design_scores_gemma":[0.00042858583,0.00005096795,0.00017826179,0.00095913565,0.0028054467,0.00012548879,0.000004902781,0.00004824163,0.0000049758105,0.018047838,0.9770696,0.00027654265],"about_ca_topic_score_codex":0.000029794453,"about_ca_topic_score_gemma":0.0000055986557,"teacher_disagreement_score":0.6621243,"about_ca_system_score_codex":0.00004643089,"about_ca_system_score_gemma":0.000097893804,"threshold_uncertainty_score":0.9999847},"labels":[],"label_agreement":null},{"id":"W4399094750","doi":"10.1007/978-3-031-57361-3_2","title":"Deficit Accumulation","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Psychology","score_opus":0.06602227436618852,"score_gpt":0.32404198394044587,"score_spread":0.25801970957425735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399094750","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000031133764,0.00089338835,0.00010665718,0.0020765653,0.00047335838,0.000329262,0.00001556676,0.00032941843,0.99574465],"genre_scores_gemma":[0.005230838,0.000088920446,0.00053144887,0.0005066956,0.0005417371,0.000003974353,0.00020725536,0.000091065165,0.9927981],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990968,0.0000010306101,0.00022037489,0.00028891678,0.00027673328,0.000116111005],"domain_scores_gemma":[0.99943084,0.000039037375,0.000037097958,0.00034307607,0.00007109735,0.00007886167],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000038658403,0.00020972309,0.00026618148,0.00015479242,0.000013708884,0.000020130792,0.000048067322,0.0003315377,0.008647148],"category_scores_gemma":[0.000019043813,0.00017130993,0.00015105489,0.000016005013,0.000028524528,0.000025749921,0.00004511796,0.00036443942,0.011999916],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032514916,0.000012822891,0.000036741658,0.0006015164,0.0002576472,0.00028911344,0.00007361722,0.000003700327,0.000059488706,0.84596974,0.12798889,0.0246742],"study_design_scores_gemma":[0.00027378098,0.00008994415,0.000089194145,0.0008671272,0.00032272903,0.000113673625,0.0000037836717,0.00022678054,0.00003778632,0.0351411,0.9626358,0.00019826031],"about_ca_topic_score_codex":0.000014827361,"about_ca_topic_score_gemma":0.000027366277,"teacher_disagreement_score":0.83464694,"about_ca_system_score_codex":0.00010380055,"about_ca_system_score_gemma":0.000058070396,"threshold_uncertainty_score":0.9922591},"labels":[],"label_agreement":null},{"id":"W4399094776","doi":"10.1007/978-3-031-57361-3_20","title":"Edmonton Frail Scale","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Scale (ratio); History; Geography; Cartography","score_opus":0.020047470487185883,"score_gpt":0.2645684660699026,"score_spread":0.2445209955827167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399094776","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015491822,0.0027174528,0.000027820377,0.0059780753,0.00084203656,0.00039853307,0.00003593916,0.00045007942,0.98953456],"genre_scores_gemma":[0.00054093904,0.00028667884,0.000718666,0.001357142,0.0011326398,0.0000093083345,0.00012149664,0.00015040096,0.9956827],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857056,0.0000017052982,0.00029632228,0.0004771818,0.00043440386,0.00021982298],"domain_scores_gemma":[0.99902636,0.000036575264,0.000043807846,0.0006084584,0.00008833157,0.00019647843],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005825606,0.00034365518,0.00048074013,0.00016940974,0.00002117446,0.000026920914,0.00010737669,0.00051238056,0.017961048],"category_scores_gemma":[0.000014162151,0.0002744974,0.00026966326,0.000021272683,0.000092936636,0.000029904662,0.00009818764,0.00069267565,0.017900353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003760259,0.0000267143,0.000021458127,0.00070884405,0.00030912898,0.0006016894,0.00015035534,1.6539487e-7,0.00011829884,0.120097585,0.8457238,0.032204356],"study_design_scores_gemma":[0.00035667585,0.00015945964,0.000051878786,0.0013230388,0.00032926776,0.00016638865,0.000009079133,0.000020574287,0.00015252343,0.019383408,0.97777337,0.0002743085],"about_ca_topic_score_codex":0.00005357425,"about_ca_topic_score_gemma":0.00020494207,"teacher_disagreement_score":0.13204959,"about_ca_system_score_codex":0.00014395644,"about_ca_system_score_gemma":0.00010633383,"threshold_uncertainty_score":0.99997073},"labels":[],"label_agreement":null},{"id":"W4399094797","doi":"10.1007/978-3-031-57361-3_12","title":"Preclinical Models of Frailty","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Psychology; Computer science","score_opus":0.11506591553238227,"score_gpt":0.3506687545185266,"score_spread":0.23560283898614431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399094797","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020852583,0.0018175727,0.00030434303,0.0018166938,0.00048224264,0.000455028,0.00008839923,0.00018204284,0.9948328],"genre_scores_gemma":[0.005121225,0.00037685272,0.0018926113,0.0004432957,0.00040794877,0.00000626539,0.00008094668,0.00010812615,0.9915627],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99823713,0.0000035165103,0.0006644711,0.0004521201,0.00047795498,0.00016482179],"domain_scores_gemma":[0.9987022,0.0001589518,0.00010663808,0.00071760267,0.00015512573,0.000159476],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011934657,0.00029475495,0.00074263575,0.0001426937,0.0000083716595,0.0000071518716,0.00013803148,0.00067133456,0.005853121],"category_scores_gemma":[0.000053214535,0.00022973567,0.00042019106,0.000019370147,0.0001673257,0.00003652056,0.00013991779,0.00076377974,0.0013306704],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000111699286,0.00006526627,0.000007852061,0.0013172505,0.0006636221,0.00015518119,0.00011345508,0.000013263643,0.000034700344,0.84956765,0.1332143,0.014735757],"study_design_scores_gemma":[0.0008613512,0.0005552398,0.000017658333,0.003204618,0.0008452791,0.00010065654,0.000007316128,0.0019204037,0.00021055783,0.41457325,0.57735,0.00035361364],"about_ca_topic_score_codex":0.000023237712,"about_ca_topic_score_gemma":0.000022994604,"teacher_disagreement_score":0.44413576,"about_ca_system_score_codex":0.000052841726,"about_ca_system_score_gemma":0.00017821824,"threshold_uncertainty_score":0.9994469},"labels":[],"label_agreement":null},{"id":"W4399094827","doi":"10.1007/978-3-031-57361-3_18","title":"Pictorial Fit-Frail Scale","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Scale (ratio); Computer science; Geography; Cartography","score_opus":0.02782866895648414,"score_gpt":0.2755932099618816,"score_spread":0.24776454100539744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399094827","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000018676283,0.0009895884,0.00001742094,0.0037720338,0.006243718,0.00045583773,0.00006695766,0.00045751507,0.9879783],"genre_scores_gemma":[0.00062089437,0.000146972,0.0005873755,0.000749858,0.0076158387,0.000010540581,0.00012545874,0.00016041286,0.98998266],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983087,0.0000026279774,0.0003611455,0.0005312615,0.000541565,0.0002546683],"domain_scores_gemma":[0.99886507,0.00006119633,0.00005357287,0.0006854096,0.00011203482,0.00022273973],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006878294,0.00039078973,0.00055191835,0.00017385613,0.000026891696,0.00003727531,0.00014444161,0.0006284386,0.01890075],"category_scores_gemma":[0.00003263307,0.00031665905,0.00032084124,0.000026351545,0.0001065547,0.000032433418,0.0001370962,0.000790076,0.015666418],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078469435,0.000026731517,0.000013649425,0.000489996,0.00031296737,0.0003975989,0.00013449445,1.594462e-7,0.000068339235,0.10572729,0.8803252,0.0124250995],"study_design_scores_gemma":[0.00073103653,0.00021564985,0.000023527737,0.0009390187,0.00038434746,0.00012354653,0.0000062138565,0.0000094646575,0.00010035128,0.018871363,0.9782888,0.0003066354],"about_ca_topic_score_codex":0.000035026984,"about_ca_topic_score_gemma":0.00010150538,"teacher_disagreement_score":0.097963646,"about_ca_system_score_codex":0.00016784438,"about_ca_system_score_gemma":0.00016568216,"threshold_uncertainty_score":0.99992853},"labels":[],"label_agreement":null},{"id":"W4399094842","doi":"10.1007/978-3-031-57361-3_16","title":"Clinical Frailty Scale","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Scale (ratio); Computer science; Geography; Cartography","score_opus":0.07090254053711745,"score_gpt":0.3629003321593008,"score_spread":0.2919977916221833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399094842","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004252784,0.0013010439,0.000044697295,0.0048964,0.0019279806,0.00044730963,0.000050860832,0.00047581032,0.9908134],"genre_scores_gemma":[0.00054416695,0.0005133342,0.0017061877,0.0025362012,0.0022577154,0.000006385941,0.00012887588,0.0001544875,0.99215263],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979157,0.0000056822905,0.0007110951,0.0006711223,0.0004583456,0.00023809285],"domain_scores_gemma":[0.9985084,0.00014857364,0.00007742426,0.00083424535,0.000112502545,0.00031888875],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020752316,0.0003670962,0.00078143267,0.00013430262,0.000021968312,0.00002527983,0.00014777646,0.0009175184,0.017716685],"category_scores_gemma":[0.000058949605,0.00028519874,0.00060197106,0.000022824232,0.00022966781,0.00002658927,0.0001647805,0.0014156301,0.028834412],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005879374,0.000058906335,0.0002730516,0.0004686686,0.0004893128,0.00067506294,0.000038787028,6.340171e-8,0.0000074616087,0.076251164,0.84216017,0.07951855],"study_design_scores_gemma":[0.0005598202,0.00029121383,0.00026960278,0.0011947865,0.0004775685,0.00016204649,0.000005034186,0.000026478987,0.00001993889,0.022244524,0.97446346,0.00028549257],"about_ca_topic_score_codex":0.000015306006,"about_ca_topic_score_gemma":0.00007323394,"teacher_disagreement_score":0.13230331,"about_ca_system_score_codex":0.00008060501,"about_ca_system_score_gemma":0.00017496987,"threshold_uncertainty_score":0.99996},"labels":[],"label_agreement":null},{"id":"W4399095100","doi":"10.1007/978-3-031-57361-3_9","title":"Sex Differences and Frailty","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton; Université de Sherbrooke; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Psychology; Demography; Sociology","score_opus":0.04296447368686297,"score_gpt":0.2789458729040763,"score_spread":0.23598139921721334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399095100","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003677377,0.0028440817,0.000013936271,0.0028405145,0.0003138218,0.00027038952,0.000035491972,0.000217915,0.9930961],"genre_scores_gemma":[0.010060981,0.0006827627,0.00024360583,0.0005960785,0.0003987919,0.000005283124,0.000029247223,0.00006006086,0.9879232],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989651,0.0000020031207,0.00020473042,0.00040741105,0.00027266852,0.00014811922],"domain_scores_gemma":[0.9994026,0.00007244621,0.00003345575,0.0003034408,0.00003570993,0.0001523915],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000039485145,0.00028777297,0.00046384073,0.000116242176,0.000022193963,0.00003529191,0.00006260546,0.00033722277,0.004754479],"category_scores_gemma":[0.00001617298,0.00020258612,0.000091345595,0.0000116097135,0.00014254128,0.00002137521,0.00010313953,0.0004780777,0.0010454919],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048549722,0.000037605587,0.0010540306,0.0022613213,0.0010932864,0.0009907681,0.00073074136,2.8361754e-8,0.00009369605,0.6566521,0.21231072,0.124727175],"study_design_scores_gemma":[0.00044953483,0.00029374156,0.001134696,0.0014758237,0.0004257961,0.00028246662,0.000037435333,0.00005110329,0.000052834115,0.07793659,0.9174702,0.00038977247],"about_ca_topic_score_codex":0.000032066055,"about_ca_topic_score_gemma":0.000051939634,"teacher_disagreement_score":0.7051595,"about_ca_system_score_codex":0.000032136446,"about_ca_system_score_gemma":0.00004969741,"threshold_uncertainty_score":0.9997323},"labels":[],"label_agreement":null},{"id":"W4399098159","doi":"10.1186/s13098-024-01352-6","title":"Impact of frailty on mortality, hospitalization, cardiovascular events, and complications in patients with diabetes mellitus: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Diabetology & Metabolic Syndrome","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Meta-analysis; Hazard ratio; Odds ratio; Internal medicine; Nephropathy; Diabetic retinopathy; Disease; Confidence interval; Endocrinology","score_opus":0.04549228330775305,"score_gpt":0.34273617647057353,"score_spread":0.29724389316282046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399098159","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012434324,0.98007417,0.000010214432,0.00006480028,0.000031851476,0.006390617,0.0009352569,0.00004365701,0.000015090505],"genre_scores_gemma":[0.011645101,0.98506844,0.00008088228,0.00011207545,0.0000059372,0.0017755406,0.0011797567,0.000095779535,0.00003650051],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9950295,0.0008580406,0.0019069319,0.0010999659,0.0006490112,0.00045657036],"domain_scores_gemma":[0.9963955,0.00029312124,0.00078654086,0.0020072726,0.00028496687,0.0002325773],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0009237769,0.0009195829,0.023233987,0.001266451,0.000042264815,0.000022297316,0.00028876206,0.0003634167,0.000056969988],"category_scores_gemma":[0.00039043525,0.00053787546,0.003830074,0.002569576,0.0002551019,0.000113932554,0.00014003017,0.00045315677,0.00002282373],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[7.810504e-7,0.00022822706,0.017670168,0.47147748,0.50996995,0.000012778503,0.00003239012,0.0000022236495,3.7916257e-9,0.00008947315,0.000017091508,0.00049945514],"study_design_scores_gemma":[0.0003624734,0.00023753718,0.11474428,0.036505807,0.84701407,0.00003962686,0.0000018823134,0.0000031376055,2.9558683e-8,0.00003360804,0.00070531556,0.0003522241],"about_ca_topic_score_codex":0.000085662105,"about_ca_topic_score_gemma":0.000012288481,"teacher_disagreement_score":0.4349717,"about_ca_system_score_codex":0.000095376505,"about_ca_system_score_gemma":0.00015944171,"threshold_uncertainty_score":0.9997073},"labels":[],"label_agreement":null},{"id":"W4399130727","doi":"10.1186/s12877-024-05056-4","title":"Physical frailty intensifies the positive association of oral frailty with poor global cognitive function and executive function among older adults especially for females: a cross-sectional study","year":2024,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Jiangsu Commission of Health","keywords":"Medicine; Cognition; Association (psychology); Cross-sectional study; Montreal Cognitive Assessment; Gerontology; Cognitive decline; Cognitive impairment; Dementia; Psychiatry; Psychology; Disease; Internal medicine","score_opus":0.028593547442525312,"score_gpt":0.3109548614845374,"score_spread":0.2823613140420121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399130727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792336,0.00016721366,0.015694555,0.000178839,0.0008877373,0.0029335916,0.0004942428,0.00012601401,0.00028417067],"genre_scores_gemma":[0.99760264,0.0000060430484,0.0002308312,0.00010094349,0.00084154867,0.00023286232,0.00019312052,0.00003798141,0.00075401884],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977207,0.00014049887,0.0004328782,0.0006374977,0.0007501063,0.0003183271],"domain_scores_gemma":[0.9968162,0.0010085083,0.00028332075,0.00016561597,0.0016283621,0.00009799437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004912475,0.00031205703,0.00043351762,0.0001203744,0.00022637309,0.0001797026,0.00007179902,0.00021181697,0.000018356483],"category_scores_gemma":[0.0009651138,0.0002197469,0.0001912026,0.00068294496,0.00022573803,0.0003385576,0.000068371744,0.0003314279,0.0000090086],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008155411,0.00071982166,0.98356235,0.0002756353,0.00092077116,0.000008299155,0.0034523206,0.000018816643,0.00006195871,0.0003307437,0.0007389292,0.0017549592],"study_design_scores_gemma":[0.0058862115,0.003605171,0.97986156,0.0002555051,0.0014083398,0.000022642118,0.0067679584,0.0014154885,0.00010503628,0.0004025196,0.00004457492,0.00022499895],"about_ca_topic_score_codex":0.00029151893,"about_ca_topic_score_gemma":0.0012806467,"teacher_disagreement_score":0.018369013,"about_ca_system_score_codex":0.0003779254,"about_ca_system_score_gemma":0.00030344416,"threshold_uncertainty_score":0.89610183},"labels":[],"label_agreement":null},{"id":"W4399214699","doi":"10.1016/j.jnha.2024.100265","title":"The ethics of frailty: a need for consensus guidelines","year":2024,"lang":"en","type":"editorial","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Consensus conference; Engineering ethics; Political science; Gerontology; Medicine; Psychology; Engineering; Internal medicine","score_opus":0.12168857376556133,"score_gpt":0.4553478070056248,"score_spread":0.3336592332400635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399214699","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001706358,0.054904032,0.0005921873,0.4584499,0.48458156,0.0010036734,0.00024285603,0.000027349617,0.000027820282],"genre_scores_gemma":[0.0008091717,0.0503318,0.004538987,0.0032045473,0.9397597,0.000030285804,0.00008229976,0.00011633143,0.0011268763],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99506825,0.00051825686,0.0022956124,0.00016086582,0.0015440712,0.0004129593],"domain_scores_gemma":[0.97672915,0.015809223,0.0020616075,0.00042640834,0.0047732703,0.00020036139],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.010111463,0.00027141345,0.0009366611,0.0002723381,0.00039120935,0.000047881742,0.0003868647,0.00051151187,0.000005777891],"category_scores_gemma":[0.015116483,0.0001522152,0.00040424665,0.00027664227,0.00023909981,0.000037402457,0.000057607413,0.003849935,0.000003875311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008001978,0.00008681367,0.0000010312316,0.0063390257,0.00022213178,0.00001382393,0.0013183099,0.000010484794,0.00009884999,0.00005074697,0.98772615,0.0033324182],"study_design_scores_gemma":[0.003054551,0.0011226727,0.0000049133096,0.019634452,0.000509028,0.00033508116,0.0016390932,0.00020992654,0.00008632022,0.0034108364,0.9698811,0.00011202539],"about_ca_topic_score_codex":0.00023448626,"about_ca_topic_score_gemma":0.00007345994,"teacher_disagreement_score":0.45524535,"about_ca_system_score_codex":0.00035894036,"about_ca_system_score_gemma":0.003797242,"threshold_uncertainty_score":0.99844825},"labels":[],"label_agreement":null},{"id":"W4399248610","doi":"10.21037/jtd-23-963","title":"Comparison of frailty indexes as predictors of clinical outcomes after major thoracic surgery","year":2024,"lang":"en","type":"article","venue":"Journal of Thoracic Disease","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiothoracic surgery; Frailty Index; Surgery; General surgery; Gerontology","score_opus":0.07461888150128539,"score_gpt":0.46551630895102253,"score_spread":0.39089742744973716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399248610","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873023,0.007234305,0.00015196827,0.0022787205,0.0023735128,0.0002589227,0.000129993,0.000041616586,0.00022865037],"genre_scores_gemma":[0.997176,0.00019095874,0.00054811686,0.00022373862,0.0006594538,0.0000070805377,0.00001363104,0.0000519923,0.0011290568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99494565,0.0003173517,0.002829155,0.00028063662,0.0013324199,0.0002948057],"domain_scores_gemma":[0.99543864,0.0016444895,0.0010443286,0.00052683183,0.00048604523,0.00085965585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017478131,0.00028600974,0.0017270418,0.0005866755,0.000024675477,0.00003514249,0.000257099,0.00019164663,0.0005898492],"category_scores_gemma":[0.0039635273,0.00020325028,0.0015398734,0.00042468726,0.00031980796,0.00034932652,0.000098522294,0.00077417365,0.00004428694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047487724,0.0012250172,0.949197,0.0031186952,0.00093717687,0.0010509621,0.00030190733,0.000013849257,0.000049279937,0.00000852932,0.010899103,0.028449709],"study_design_scores_gemma":[0.0003723906,0.00041905965,0.98717445,0.0054085446,0.002104642,0.00007230742,0.00019092612,0.0001461282,0.0011994384,0.00029523097,0.0024317666,0.0001851187],"about_ca_topic_score_codex":0.0000136496055,"about_ca_topic_score_gemma":0.0000044991953,"teacher_disagreement_score":0.03797745,"about_ca_system_score_codex":0.000059616672,"about_ca_system_score_gemma":0.0011413031,"threshold_uncertainty_score":0.8288306},"labels":[],"label_agreement":null},{"id":"W4399282304","doi":"10.3390/medicina60060910","title":"Mediator Role of Frailty and Biological Deficits in Dementia Prognosis—Retrospective Cohort Study","year":2024,"lang":"en","type":"article","venue":"Medicina","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dementia; Comorbidity; Internal medicine; Depression (economics); Retrospective cohort study; Diabetes mellitus; Cohort; Cohort study; Disease","score_opus":0.01949592897907942,"score_gpt":0.29123365969251613,"score_spread":0.2717377307134367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399282304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9890538,0.006374489,0.000014993337,0.00064988545,0.00024693957,0.0014752762,0.000011700001,0.00009070073,0.0020822585],"genre_scores_gemma":[0.999284,0.0001721838,0.00013286607,0.0000714511,0.00013934368,0.00009626859,0.000015726097,0.000019407338,0.00006871547],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99836105,0.00006969234,0.00039024733,0.00045050491,0.00047406257,0.000254467],"domain_scores_gemma":[0.99939555,0.00015276721,0.00004563289,0.00020161696,0.00007295697,0.00013148166],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006133771,0.00017338479,0.000525531,0.00021098414,0.000021592507,0.000009444219,0.00008359848,0.00011385983,0.00021519608],"category_scores_gemma":[0.00049967336,0.00012316403,0.000043693093,0.00040359076,0.0001906836,0.000050695216,0.000077270015,0.00032497372,0.000019750383],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048380178,0.00042624053,0.9890723,0.00009758625,0.00020517582,0.00015833054,0.0027057712,1.6646689e-7,0.0011763314,0.00013592528,0.00045959972,0.005514179],"study_design_scores_gemma":[0.0013094188,0.0015570244,0.9920658,0.0003430694,0.00024026801,0.000033687855,0.0024553598,0.00022867465,0.00087502575,0.00030273054,0.00048389242,0.00010503816],"about_ca_topic_score_codex":0.00021685155,"about_ca_topic_score_gemma":0.00014689898,"teacher_disagreement_score":0.01023028,"about_ca_system_score_codex":0.00009070181,"about_ca_system_score_gemma":0.00007582455,"threshold_uncertainty_score":0.50224835},"labels":[],"label_agreement":null},{"id":"W4399284060","doi":"10.5770/cgj.27.697","title":"Factors Associated with Alternate Level of Care Status Designation: a Case-Control Study and Model to Optimize Care Trajectories","year":2024,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal; Centre Integre de Sante et de Services Sociaux de Laval; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Neurocognitive; Emergency department; Emergency medicine; Cognition; Psychiatry","score_opus":0.07003813273213151,"score_gpt":0.29095564065613466,"score_spread":0.22091750792400316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399284060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98929715,0.0036301431,0.0033484625,0.00029050387,0.00040371658,0.0008063399,0.0020595863,0.000029841383,0.00013426565],"genre_scores_gemma":[0.9985795,0.000025775938,0.0009188386,0.00007195161,0.00013945377,0.000011419759,0.000020555646,0.000050994804,0.00018153214],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99846566,0.00007223203,0.00034421694,0.00025894746,0.000399577,0.00045937556],"domain_scores_gemma":[0.99766064,0.00014121317,0.000093285205,0.00015688158,0.0008095147,0.0011384767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018188046,0.00023157234,0.00040435905,0.0007041573,0.00018577895,0.00016997127,0.00008914727,0.00009967314,0.00003403233],"category_scores_gemma":[0.00033029306,0.00018568903,0.0000709128,0.00050960854,0.000034264172,0.00015059784,0.000011191131,0.0003995647,6.37134e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007276683,0.00018581803,0.37594444,0.0009191622,0.003804423,0.041431345,0.4615792,0.078458965,0.0002474263,0.00007703718,0.0042029717,0.032421548],"study_design_scores_gemma":[0.0404959,0.014070739,0.4892477,0.0027454863,0.009107008,0.011268627,0.36522308,0.062878266,0.0007458297,0.0001714054,0.0009096935,0.0031362453],"about_ca_topic_score_codex":0.01217464,"about_ca_topic_score_gemma":0.22356847,"teacher_disagreement_score":0.21139383,"about_ca_system_score_codex":0.0014119586,"about_ca_system_score_gemma":0.0028174797,"threshold_uncertainty_score":0.99440336},"labels":[],"label_agreement":null},{"id":"W4399304057","doi":"10.1016/j.aggp.2024.100048","title":"Insight into functional decline assessment in older adults: A physiotherapist's perspective","year":2024,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics Plus","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Conceptualization; Gerontology; Perspective (graphical); Psychological intervention; Narrative review; Medicine; Population; Activities of daily living; Psychology; Physical therapy; Nursing; Environmental health; Intensive care medicine","score_opus":0.013490714877936657,"score_gpt":0.309480698779855,"score_spread":0.29598998390191833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399304057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8945419,0.048607104,0.01456237,0.018738195,0.0010606967,0.0010584336,0.000032274576,0.00013822845,0.021260753],"genre_scores_gemma":[0.9916202,0.0011659974,0.006110234,0.0002690918,0.00017905366,0.000036967267,0.000032781656,0.000018658126,0.00056706165],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988225,0.000073727555,0.0003141145,0.0004181671,0.00015921674,0.000212281],"domain_scores_gemma":[0.999109,0.00051160366,0.000056907003,0.00018848888,0.000049581573,0.00008439497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010227463,0.00017012241,0.00038160157,0.00036261312,0.00004275182,0.000012581948,0.00007235263,0.00010504715,0.000109692024],"category_scores_gemma":[0.00007652824,0.00014651766,0.00009199757,0.00022025642,0.00026113243,0.00008907413,0.0000882825,0.0003558789,0.000005140915],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0130111,0.0033050093,0.08194094,0.0072768256,0.0020166568,0.0016018088,0.27733025,0.00021295524,0.012650029,0.14716445,0.0035765534,0.4499134],"study_design_scores_gemma":[0.007844564,0.0010302274,0.9490738,0.0007040982,0.00012308065,0.00024129372,0.0026965241,0.012901903,0.00019159979,0.022527283,0.0023586843,0.00030694876],"about_ca_topic_score_codex":0.00058225414,"about_ca_topic_score_gemma":0.0006939684,"teacher_disagreement_score":0.86713284,"about_ca_system_score_codex":0.00010341586,"about_ca_system_score_gemma":0.00030936042,"threshold_uncertainty_score":0.5974817},"labels":[],"label_agreement":null},{"id":"W4399355455","doi":"10.3389/fnagi.2024.1409155","title":"Research status and hotspots of social frailty in older adults: a bibliometric analysis from 2003 to 2022","year":2024,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Division of Graduate Education; Xiangya Hospital, Central South University; Central South University; Hunan Normal University","keywords":"Gerontology; Dementia; Bibliometrics; Vulnerability (computing); Social vulnerability; Public health; Population ageing; Population; Disease; Medicine; Environmental health; Library science; Psychiatry; Psychological intervention; Computer science","score_opus":0.03595996162348994,"score_gpt":0.35906855900869045,"score_spread":0.3231085973852005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399355455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916279,0.0031058376,0.0021145965,0.0013136569,0.0009930738,0.0004923732,0.00009735179,0.000040542636,0.00021470807],"genre_scores_gemma":[0.99563265,0.0004542722,0.0027131913,0.00032383951,0.000047945225,0.000034561366,0.000007926813,0.00002005605,0.0007655421],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966769,0.000193385,0.00040283368,0.000897578,0.0011269555,0.00070234196],"domain_scores_gemma":[0.9990319,0.00019494256,0.00004235957,0.00032881805,0.00017333103,0.00022867022],"candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0010800123,0.00015646926,0.00045081243,0.088852495,0.00007740963,0.00011165259,0.0002951526,0.00008501572,0.00004564614],"category_scores_gemma":[0.0018698178,0.0001541054,0.00005893811,0.32765123,0.00036782242,0.00024877206,0.00021770007,0.00066238345,0.000004078772],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011108678,0.00017061052,0.9133268,0.00018851661,0.000027793974,0.0002757389,0.0072184396,0.00008018164,0.0034455427,0.000015178398,0.018541258,0.056598883],"study_design_scores_gemma":[0.0006955495,0.000105666775,0.97830653,0.00030951184,0.000039788225,0.0000021863734,0.0012146899,0.016294615,0.0004271896,0.00006006311,0.0024130605,0.00013116615],"about_ca_topic_score_codex":0.0016343569,"about_ca_topic_score_gemma":0.00018565981,"teacher_disagreement_score":0.23879875,"about_ca_system_score_codex":0.00022613289,"about_ca_system_score_gemma":0.0002512615,"threshold_uncertainty_score":0.9214746},"labels":[],"label_agreement":null},{"id":"W4399361671","doi":"10.1097/mot.0000000000001157","title":"The Liver Frailty Index: a model for establishing organ-specific frailty metrics across all solid organ transplantation","year":2024,"lang":"en","type":"review","venue":"Current Opinion in Organ Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Psychological intervention; Organ transplantation; Liver transplantation; Intensive care medicine; Construct (python library); Solid organ; Transplantation; Organ donation; Frailty Index; Gerontology; Computer science; Internal medicine","score_opus":0.21154036556444772,"score_gpt":0.4404551212380391,"score_spread":0.22891475567359137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399361671","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010809978,0.8779777,0.10452141,0.00028582997,0.008460466,0.004626757,0.0036500194,0.00033746334,0.000032215128],"genre_scores_gemma":[0.00088194216,0.9789899,0.00080688356,0.000043445933,0.0012934954,0.00071617926,0.016660813,0.0003864949,0.00022084206],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99303174,0.00029845614,0.0023820265,0.0015936367,0.0012631727,0.001430953],"domain_scores_gemma":[0.99614596,0.001462715,0.0007027223,0.0009018686,0.00043425531,0.0003524512],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001462191,0.0012784782,0.0020025088,0.00095978216,0.0005286879,0.00062053185,0.0008517427,0.0010485591,0.00004412521],"category_scores_gemma":[0.00025346133,0.0009894724,0.00078482524,0.002448578,0.00021093611,0.00068464945,0.000069396025,0.0023268457,0.00015871685],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003976882,0.0003474339,0.00006792867,0.1499944,0.00038854522,0.000041991476,0.011846474,0.00015337643,0.000015717389,0.00047959655,0.0069580176,0.8293088],"study_design_scores_gemma":[0.0046958304,0.00024961756,0.00018696218,0.064939514,0.0033657686,0.0005782126,0.00033874507,0.011903919,0.00007117489,0.00030113474,0.9117823,0.0015867945],"about_ca_topic_score_codex":0.000037538248,"about_ca_topic_score_gemma":0.00020333314,"teacher_disagreement_score":0.9048243,"about_ca_system_score_codex":0.00092335587,"about_ca_system_score_gemma":0.0009135849,"threshold_uncertainty_score":0.9999967},"labels":[],"label_agreement":null},{"id":"W4399380633","doi":"10.1200/jco.2024.42.16_suppl.5564","title":"Systematic review of frailty assessment in ovarian cancer studies.","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Ovarian cancer; Cancer; Oncology; Internal medicine; Gynecology; Gerontology","score_opus":0.24850568810008422,"score_gpt":0.5898849890637008,"score_spread":0.34137930096361657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399380633","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035661217,0.78915125,0.00028834792,0.1570873,0.009042513,0.0017946056,0.00001019933,0.000021292895,0.006943298],"genre_scores_gemma":[0.54151094,0.4354103,0.005862466,0.013745028,0.0016120991,0.0000619992,0.0000018637262,0.000037293616,0.001758],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9932749,0.00074782607,0.005141957,0.00016049153,0.00050998776,0.00016481554],"domain_scores_gemma":[0.9924881,0.0048536994,0.0016047201,0.0002395316,0.0006313957,0.00018259464],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.009027261,0.00012273109,0.003580292,0.00015495482,0.000008254418,0.0000039117763,0.00016836674,0.00021746103,0.00023726869],"category_scores_gemma":[0.0146129085,0.00007445423,0.0005558018,0.00030363022,0.0001415976,0.00007971636,0.000055786335,0.0013437211,0.0000130147355],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002755891,0.0013719323,0.006476285,0.91541684,0.0036905047,0.0033849196,0.00040631735,0.000007630076,0.00007917474,0.0005825136,0.050789405,0.017518912],"study_design_scores_gemma":[0.004045628,0.0056005702,0.02833843,0.94384825,0.003320742,0.00064659084,0.00035144793,0.0001685332,0.000019945159,0.0005317296,0.013011262,0.000116851996],"about_ca_topic_score_codex":0.000027409793,"about_ca_topic_score_gemma":0.00006456091,"teacher_disagreement_score":0.5058497,"about_ca_system_score_codex":0.0004995695,"about_ca_system_score_gemma":0.00328953,"threshold_uncertainty_score":0.99368745},"labels":[],"label_agreement":null},{"id":"W4399470458","doi":"10.1186/s12916-024-03446-4","title":"Geriatric assessment with management for older patients with cancer receiving radiotherapy: a cluster-randomised controlled pilot study","year":2024,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Quality of life (healthcare); Physical therapy; Intervention (counseling); Cancer; Cluster randomised controlled trial; Gerontology; Internal medicine; Nursing","score_opus":0.018806305592156368,"score_gpt":0.31774499979512427,"score_spread":0.2989386942029679,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399470458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79838383,0.004557197,0.12673028,0.0075060483,0.0020507486,0.05585873,0.000031632146,0.00058767106,0.0042938385],"genre_scores_gemma":[0.9690542,0.00018196754,0.012354518,0.0010302006,0.00089846435,0.006740023,0.00007322727,0.00015266324,0.00951469],"study_design_codex":"observational","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9970841,0.00013545174,0.00064030354,0.00073219143,0.00095615967,0.00045180257],"domain_scores_gemma":[0.99798846,0.0008214138,0.00017212168,0.00054405874,0.00025347466,0.00022049031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087610795,0.0004253459,0.0011454192,0.00037542926,0.000101501566,0.00004424351,0.00014752394,0.000040178573,0.00049960014],"category_scores_gemma":[0.00009543234,0.00022556657,0.00007836652,0.0005267507,0.00009082147,0.00009861227,0.000028398146,0.00021771518,0.0000033867657],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.3705423,0.009177681,0.45859158,0.009912066,0.014408835,0.00040269847,0.007901949,0.00060884387,0.0002831247,0.00013583955,0.06844781,0.059587266],"study_design_scores_gemma":[0.67141354,0.023596432,0.28887212,0.0037969984,0.0036456694,0.000018101928,0.0008704078,0.004835054,0.0000039824936,0.000008165401,0.0025749835,0.00036455627],"about_ca_topic_score_codex":0.00014924175,"about_ca_topic_score_gemma":0.00028830225,"teacher_disagreement_score":0.30087122,"about_ca_system_score_codex":0.00041679438,"about_ca_system_score_gemma":0.00024300642,"threshold_uncertainty_score":0.91983384},"labels":[],"label_agreement":null},{"id":"W4399519807","doi":"10.1200/jco.2024.42.16_suppl.6506","title":"Frailty risk assessment and impact on acute myeloid leukemia outcomes (FRAIL-AML): A population-based study from Ontario, Canada.","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Princess Margaret Cancer Centre; Health Sciences Centre; University Health Network","funders":"","keywords":"Medicine; Myeloid leukemia; Population; Leukemia; Gerontology; Intensive care medicine; Oncology; Internal medicine; Environmental health","score_opus":0.07380174558020768,"score_gpt":0.46879218715893656,"score_spread":0.39499044157872887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399519807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985317,0.00012757737,0.00008924908,0.010607616,0.0028120559,0.00043601412,0.000099474346,0.000024300958,0.00048671901],"genre_scores_gemma":[0.9930657,0.00004098495,0.0024016646,0.0030443857,0.000734799,0.0000065376817,0.000028681341,0.000032665408,0.0006445893],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99535,0.00059763197,0.0024446286,0.00039539236,0.000904364,0.00030798517],"domain_scores_gemma":[0.9895547,0.008085876,0.0010674135,0.00036338854,0.00025789774,0.00067069713],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002081157,0.00030197782,0.0020079769,0.00018142955,0.000075462354,0.00005016058,0.00019443301,0.0003600877,0.00077897665],"category_scores_gemma":[0.001927921,0.00018814257,0.00051476544,0.00014598416,0.00006525963,0.00013221549,0.00005505606,0.0027773874,0.000009438799],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0017129463,0.00090798276,0.936399,0.000010785339,0.002477794,0.0026727498,0.00017628893,0.00024695424,0.0000066542657,0.0000051393354,0.014756585,0.040627126],"study_design_scores_gemma":[0.0086132595,0.014335719,0.96409756,0.00016995393,0.001707374,0.00006320272,0.00011767229,0.0010141684,0.0000022687452,0.00022553983,0.009491368,0.00016188495],"about_ca_topic_score_codex":0.8157212,"about_ca_topic_score_gemma":0.92430353,"teacher_disagreement_score":0.108582325,"about_ca_system_score_codex":0.005430682,"about_ca_system_score_gemma":0.024888333,"threshold_uncertainty_score":0.9995232},"labels":[],"label_agreement":null},{"id":"W4399559436","doi":"10.1097/ncc.0000000000001373","title":"The Impact of Frailty on Chemotherapy Outcomes in Patients With Digestive System Tumors","year":2024,"lang":"en","type":"article","venue":"Cancer Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Chemotherapy; Internal medicine; Observational study; Inclusion and exclusion criteria; Intensive care medicine; Cancer; Oncology; Pathology; Alternative medicine","score_opus":0.014921738918340307,"score_gpt":0.33318553615010593,"score_spread":0.3182637972317656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399559436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99584424,0.00057088275,0.000018341958,0.0010224129,0.00039921905,0.00045893018,0.000021708453,0.00005324361,0.0016110091],"genre_scores_gemma":[0.99956316,0.000009440467,0.000023677852,0.000036768146,0.000057775873,0.00002056829,0.0000045853235,0.00003094993,0.00025306895],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991927,0.000020332543,0.00017222171,0.00017590266,0.00023553109,0.00020330849],"domain_scores_gemma":[0.99950916,0.00011846273,0.000050057402,0.00020719867,0.00006126973,0.000053830194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000060552644,0.00013492197,0.00025268516,0.00007572535,0.000036282923,0.000019458073,0.00006450652,0.000036472848,0.000010902999],"category_scores_gemma":[0.000023680019,0.000068798945,0.00007037348,0.00022626173,0.000108579196,0.00004801596,0.0000036083538,0.00017581203,0.000003800233],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000843989,0.00014782525,0.8902425,0.0001396514,0.00016836498,0.000013143671,0.0033456436,0.00027323276,0.00004650118,0.00006957848,0.0007788402,0.1039307],"study_design_scores_gemma":[0.0015593818,0.00059999747,0.9872608,0.008996757,0.000026348922,0.000002049686,0.0003602372,0.0005562884,0.0004973631,0.000015044302,0.000046644138,0.00007907878],"about_ca_topic_score_codex":0.0002757011,"about_ca_topic_score_gemma":0.000009109807,"teacher_disagreement_score":0.10385162,"about_ca_system_score_codex":0.0012376602,"about_ca_system_score_gemma":0.00017480501,"threshold_uncertainty_score":0.32364383},"labels":[],"label_agreement":null},{"id":"W4399633673","doi":"10.1097/ms9.0000000000002208","title":"Frailty assessment tools and their predictive value in preoperative evaluation for general surgery: a narrative review","year":2024,"lang":"en","type":"review","venue":"Annals of Medicine and Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Population ageing; Institutionalisation; Population; Risk assessment; Gold standard (test); Scale (ratio); Narrative review; Intensive care medicine; Internal medicine; Environmental health","score_opus":0.33583323850296265,"score_gpt":0.481697864469419,"score_spread":0.14586462596645633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399633673","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004687807,0.9809722,0.00003484349,0.01200203,0.00040253575,0.0053444128,0.00035492657,0.000028584964,0.00039173066],"genre_scores_gemma":[0.00021081089,0.9931542,0.00008067819,0.002309611,0.000570963,0.0016215215,0.0016591243,0.00006659409,0.00032646395],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953679,0.0008321525,0.0019031164,0.00082340185,0.00066239707,0.00041105846],"domain_scores_gemma":[0.9922128,0.005707351,0.00064226706,0.0004209052,0.0007829649,0.00023373634],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0075538913,0.0007018029,0.0057517877,0.0007370187,0.00006030881,0.000021807318,0.000081789694,0.00034048557,0.00007060456],"category_scores_gemma":[0.004739606,0.0004208143,0.00065199187,0.0006613624,0.00037000058,0.0002047769,0.000073232724,0.00058987306,0.0000012580937],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004798061,0.0000777466,0.00010949319,0.10268933,0.0008185188,0.000022658056,0.0014427236,2.832618e-7,7.0221586e-7,0.00007403932,0.21929474,0.6754218],"study_design_scores_gemma":[0.0005429762,0.0005522677,0.0005531813,0.4464539,0.003163224,0.00013820185,0.0005673668,0.00039254228,0.000004621931,0.0004790995,0.5467656,0.00038700088],"about_ca_topic_score_codex":0.000067096524,"about_ca_topic_score_gemma":0.0000157254,"teacher_disagreement_score":0.67503476,"about_ca_system_score_codex":0.00009821451,"about_ca_system_score_gemma":0.0019183609,"threshold_uncertainty_score":0.99982435},"labels":[],"label_agreement":null},{"id":"W4399704294","doi":"10.1089/aid.2023.0126","title":"In Support of Multidimensional Frailty: A Structural Equation Model from the Canadian Positive Brain Health Now Cohort","year":2024,"lang":"en","type":"article","venue":"AIDS Research and Human Retroviruses","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Montreal Neurological Institute and Hospital; McGill University; Centre for Advancing Health Outcomes; McGill University Health Centre","funders":"Canadian Institutes of Health Research; McGill University","keywords":"Structural equation modeling; Cohort; Gerontology; Psychology; Medicine; Mathematics; Statistics; Pathology","score_opus":0.11328354283503884,"score_gpt":0.4193960672902768,"score_spread":0.30611252445523796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399704294","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9792859,0.0005967643,0.000026979766,0.018258633,0.000052463653,0.0006658777,0.00057452306,0.000018010187,0.00052083394],"genre_scores_gemma":[0.99489033,0.000045473687,0.00054531737,0.0023313863,0.000118726784,0.00002358079,0.0002937244,0.000022564946,0.0017288652],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786156,0.00018038698,0.00030450197,0.00035542087,0.0007870872,0.0005110673],"domain_scores_gemma":[0.9984604,0.00069420744,0.000030332889,0.000265795,0.00021006772,0.00033921114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011351735,0.00012537128,0.00026218817,0.0004240558,0.000287268,0.000067958266,0.00011507106,0.0000922969,0.00028768848],"category_scores_gemma":[0.0003811717,0.00009073512,0.000044406795,0.000319849,0.00043009027,0.00017515013,0.00007421029,0.0006754193,0.000023709266],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026580592,0.000077243596,0.80775636,0.0002055193,0.00025306,0.0002321927,0.0070499782,0.000036372414,0.0060968623,0.030994529,0.14352985,0.0035021943],"study_design_scores_gemma":[0.0010429253,0.0019682448,0.9769949,0.00038980064,0.000017470198,0.000018980412,0.00027001352,0.005292048,0.0011541656,0.010182787,0.0025266781,0.0001420422],"about_ca_topic_score_codex":0.4274159,"about_ca_topic_score_gemma":0.58471704,"teacher_disagreement_score":0.16923845,"about_ca_system_score_codex":0.00049064285,"about_ca_system_score_gemma":0.0018007362,"threshold_uncertainty_score":0.57639694},"labels":[],"label_agreement":null},{"id":"W4399705448","doi":"10.1186/s12877-024-05096-w","title":"Interventions that have potential to help older adults living with social frailty: a systematic scoping review","year":2024,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; St. Michael's Hospital; McMaster University; University of Ottawa; Toronto Rehabilitation Institute; North York General Hospital; Sunnybrook Hospital; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Psychological intervention; Medicine; Gerontology; Social isolation; Social distance; Pandemic; Social support; Coronavirus disease 2019 (COVID-19); Psychology; Psychiatry; Disease","score_opus":0.04674597897271763,"score_gpt":0.33710434189445837,"score_spread":0.2903583629217407,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399705448","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19832367,0.45965287,0.28334472,0.01257521,0.006089388,0.034999743,0.00015875047,0.0025865687,0.002269083],"genre_scores_gemma":[0.9807124,0.0022924715,0.00762762,0.0011695807,0.0014445076,0.0009947595,0.000055119985,0.00018185299,0.00552169],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9974364,0.00016224993,0.0007258856,0.00055148505,0.00068964023,0.00043434926],"domain_scores_gemma":[0.99870265,0.0002650442,0.00016925193,0.00043891006,0.00020649131,0.00021764074],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006242745,0.0003096202,0.0008144215,0.00031133273,0.0001471407,0.0001811359,0.0001929596,0.00012825611,0.0003386453],"category_scores_gemma":[0.0007624423,0.0002467285,0.0004614766,0.00070176396,0.00003400366,0.00017737283,0.00015969365,0.00029200604,0.00034294152],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003293398,0.0001317155,0.00069613074,0.9892549,0.00012169265,0.00012975749,0.001828959,0.000006615913,0.000015654303,0.000050281466,0.006798809,0.0009325582],"study_design_scores_gemma":[0.00078279193,0.00022840762,0.0030905437,0.9925685,0.0014066473,0.00032972175,0.00084812497,0.00035173824,0.000024879644,0.0000058763358,0.00003541457,0.00032738224],"about_ca_topic_score_codex":0.000039927214,"about_ca_topic_score_gemma":0.00021757069,"teacher_disagreement_score":0.78238875,"about_ca_system_score_codex":0.0001850478,"about_ca_system_score_gemma":0.00032293543,"threshold_uncertainty_score":0.9999985},"labels":[],"label_agreement":null},{"id":"W4399748802","doi":"10.2147/cia.s461288","title":"The Relationship Between Social Isolation and Cognitive Frailty Among Community-Dwelling Older Adults: The Mediating Role of Depressive Symptoms","year":2024,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Social Science Foundation of Jiangsu Province; Government of Jiangsu Province; National Natural Science Foundation of China","keywords":"Social isolation; Clinical Dementia Rating; Medicine; Mediation; Geriatric Depression Scale; Logistic regression; Cognition; Social support; Montreal Cognitive Assessment; Gerontology; Depression (economics); Clinical psychology; Dementia; Cognitive decline; Depressive symptoms; Psychiatry; Psychology; Cognitive impairment; Internal medicine; Disease","score_opus":0.11109952649412697,"score_gpt":0.43631365043049275,"score_spread":0.3252141239363658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399748802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99073565,0.0029948556,0.003386862,0.0015916773,0.0002511306,0.0005242986,0.000032629916,0.000061734296,0.00042113606],"genre_scores_gemma":[0.9991902,0.00003686951,0.000093544666,0.0000490773,0.00032377872,0.000058102498,0.00008052979,0.000023782071,0.00014408055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972404,0.0009664691,0.0011644624,0.00022136472,0.00020707832,0.00020021807],"domain_scores_gemma":[0.97715086,0.022119973,0.00028199988,0.00023561447,0.00015354353,0.00005801039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00268351,0.00013093158,0.00028364325,0.00011943066,0.0006092736,0.00008898113,0.00018269537,0.00016085134,0.000014430132],"category_scores_gemma":[0.0070125475,0.0000900794,0.00032298669,0.00034501738,0.0006754057,0.0001822625,0.00019070781,0.001872403,0.0000066405933],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002058028,0.000079864585,0.9062293,0.0002516821,0.00015739448,0.0000022827933,0.008595994,0.00000364455,0.0000028331588,0.0004805712,0.000038807633,0.084137],"study_design_scores_gemma":[0.00088592694,0.000092148344,0.9693242,0.010032635,0.00031898782,0.0000035785595,0.010006901,0.0058083343,0.000030070752,0.003386891,0.000025929563,0.000084408115],"about_ca_topic_score_codex":0.00017004341,"about_ca_topic_score_gemma":0.00026945118,"teacher_disagreement_score":0.08405259,"about_ca_system_score_codex":0.000043066553,"about_ca_system_score_gemma":0.00003729744,"threshold_uncertainty_score":0.8395181},"labels":[],"label_agreement":null},{"id":"W4399878191","doi":"10.1101/2024.06.21.24309191","title":"Leveraging patients’ longitudinal data to improve the Hospital One-year Mortality Risk","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cambridge Memorial Hospital; Centre Hospitalier Universitaire de Sherbrooke; McGill University Health Centre; Université de Sherbrooke","funders":"","keywords":"Longitudinal data; Longitudinal study; Medicine; Demography; Emergency medicine; Computer science; Data mining; Sociology","score_opus":0.07387375100990788,"score_gpt":0.3227489770287685,"score_spread":0.24887522601886058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399878191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827998,0.0003693422,0.00020959198,0.0065047857,0.005018229,0.0020345086,0.0015091519,0.00023958833,0.001314983],"genre_scores_gemma":[0.9953954,0.000089159934,0.0009308968,0.00032788754,0.0013611577,0.00012529966,0.00076230464,0.00010771318,0.00090013444],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960459,0.000121601915,0.00060932233,0.0016468699,0.0010477833,0.00052856427],"domain_scores_gemma":[0.9942888,0.00014064087,0.0002253376,0.0047966363,0.0002493546,0.0002992155],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010257076,0.00048623406,0.0006249979,0.00013410578,0.00012069488,0.0001756702,0.0014454518,0.00025831896,0.00017451029],"category_scores_gemma":[0.0016439306,0.00035339096,0.00021354192,0.00024468367,0.0001378362,0.00007248525,0.007577565,0.002449306,0.00084241305],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004171808,0.0003132224,0.97541666,0.00068018027,0.00080030935,0.00007880687,0.0014601271,0.000020417103,0.000039608934,0.000025352794,0.016145436,0.0049781883],"study_design_scores_gemma":[0.0006572666,0.00023229331,0.9911179,0.00083596725,0.0011339328,0.0000030926597,0.000117460484,0.0007039507,0.00020780468,0.00090342795,0.0036607846,0.00042613526],"about_ca_topic_score_codex":0.0013663461,"about_ca_topic_score_gemma":0.00014725466,"teacher_disagreement_score":0.015701251,"about_ca_system_score_codex":0.00021259274,"about_ca_system_score_gemma":0.00026892978,"threshold_uncertainty_score":0.99993557},"labels":[],"label_agreement":null},{"id":"W4399884261","doi":"10.1097/cce.0000000000001107","title":"Critically Ill Older Adults’ Representation in Intervention Trials: A Systematic Review","year":2024,"lang":"en","type":"review","venue":"Critical Care Explorations","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Hôpital Maisonneuve-Rosemont; Sinai Health System; Université Laval; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Randomization; Psychological intervention; Clinical trial; Intervention (counseling); Randomized controlled trial; Population; Gerontology; Inclusion (mineral); Psychology; Psychiatry; Internal medicine","score_opus":0.19004261100470338,"score_gpt":0.4987222011475819,"score_spread":0.30867959014287855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399884261","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[1.5490095e-7,0.9817839,0.0015965468,0.0043724896,0.0010779735,0.009980299,0.00026188587,0.00025100828,0.00067569636],"genre_scores_gemma":[0.000097194024,0.98527044,0.00060234807,0.0009997124,0.00042611797,0.009465067,0.0025913378,0.00014129149,0.0004064632],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99127257,0.002266514,0.0042606937,0.0010000343,0.000747327,0.0004528635],"domain_scores_gemma":[0.99283844,0.0029683397,0.0002696766,0.0011808439,0.0024210897,0.0003216216],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015320296,0.0006548089,0.00596823,0.00066598115,0.00007403446,0.0001909002,0.00026795568,0.00049609866,0.00035911275],"category_scores_gemma":[0.11066748,0.00049538614,0.0021481293,0.0013071579,0.000166482,0.00036730812,0.00012992366,0.0011338836,0.0013645883],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000068550657,0.00019613947,1.5354068e-7,0.92829907,0.00013195259,0.00025856835,0.0006067591,2.9949714e-8,3.9306155e-8,0.0018242185,0.004928838,0.063747406],"study_design_scores_gemma":[0.00049134553,0.00015879777,5.247323e-7,0.9502375,0.022687305,0.00025302498,0.0031550052,0.000024249262,4.2230474e-7,0.00021576576,0.022382531,0.0003935219],"about_ca_topic_score_codex":0.000019681684,"about_ca_topic_score_gemma":0.00005752228,"teacher_disagreement_score":0.10913545,"about_ca_system_score_codex":0.00064605835,"about_ca_system_score_gemma":0.00042255412,"threshold_uncertainty_score":0.9997498},"labels":[],"label_agreement":null},{"id":"W4399919424","doi":"10.1016/j.cjca.2024.06.017","title":"Impact of Frailty on the Benefits of Dual Pathway Inhibition for the Secondary Prevention of Cardiovascular Events in the COMPASS Randomised Trial","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; McMaster University; Population Health Research Institute","funders":"Boston Scientific Corporation; Sanofi; Bayer; AstraZeneca; Daiichi-Sankyo; Pfizer; Bristol-Myers Squibb","keywords":"Medicine; Rivaroxaban; Aspirin; Hazard ratio; Internal medicine; Stroke (engine); Myocardial infarction; Randomized controlled trial; Confidence interval; Warfarin; Population; Adverse effect; Physical therapy; Atrial fibrillation","score_opus":0.04408258518874731,"score_gpt":0.2924005200560268,"score_spread":0.2483179348672795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399919424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904234,0.004464537,0.00059320807,0.0015489343,0.0007300278,0.0015387599,0.00023708412,0.0000016489932,0.00046243105],"genre_scores_gemma":[0.99910676,0.00009272891,0.000010868888,0.000042189153,0.00066674396,0.000032559816,0.000017986466,0.000013478434,0.000016668288],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980442,0.0006469099,0.0007110437,0.00011034592,0.0002847884,0.00020269252],"domain_scores_gemma":[0.9977151,0.0013309327,0.00026926686,0.0003311181,0.00026270133,0.00009085174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030663435,0.00012597216,0.0007943926,0.00024564113,0.000043844975,0.0000053072918,0.0001725098,0.00012631579,0.000023890605],"category_scores_gemma":[0.0007887379,0.000060765222,0.0015617396,0.00020340178,0.00018027499,0.00004837854,0.000007840423,0.00041182063,5.601255e-7],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.23156796,0.00033863215,0.01157458,0.0022403623,0.060484443,0.0006564723,0.020541184,0.20089464,0.006672471,0.006389024,0.08961273,0.3690275],"study_design_scores_gemma":[0.42739886,0.022274435,0.48097962,0.004692759,0.005890318,0.0029237568,0.0030463147,0.0006647123,0.005587366,0.0053756745,0.04067433,0.0004918792],"about_ca_topic_score_codex":0.0008213218,"about_ca_topic_score_gemma":0.0007062557,"teacher_disagreement_score":0.46940503,"about_ca_system_score_codex":0.00014270855,"about_ca_system_score_gemma":0.0016258478,"threshold_uncertainty_score":0.2884184},"labels":[],"label_agreement":null},{"id":"W4399937700","doi":"10.1007/s40266-024-01126-9","title":"Geriatric Assessment in the Era of Targeted and Immunotherapy","year":2024,"lang":"en","type":"review","venue":"Drugs & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Toronto; Dr. H. Bliss Murphy Cancer Centre","funders":"","keywords":"Medicine; Geriatric oncology; Guideline; Clinical trial; Geriatrics; Tolerability; Context (archaeology); Cancer; Psychological intervention; Gerontology; Intensive care medicine; Alternative medicine; Internal medicine; Psychiatry; Pathology","score_opus":0.02142923287759199,"score_gpt":0.35843469152282287,"score_spread":0.3370054586452309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399937700","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024930268,0.9959353,0.000008565378,0.0008114146,0.00026333012,0.0009368554,0.00001704265,0.00003274567,0.0017454401],"genre_scores_gemma":[0.00095370586,0.9976724,0.00043289454,0.00018036603,0.00017682662,0.000090874404,0.00007546254,0.000055091445,0.00036240014],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984624,0.00016047031,0.0005617406,0.000299937,0.00030324195,0.00021221205],"domain_scores_gemma":[0.999112,0.00023484876,0.00017196755,0.00042326236,0.000026577021,0.000031309944],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006356331,0.00028125846,0.0011197723,0.00025753706,0.00002442928,0.000037618036,0.0001839175,0.00011894945,0.000041212046],"category_scores_gemma":[0.0000224522,0.00016569023,0.00022921205,0.0006310371,0.00004676798,0.000034710672,0.000059205606,0.0010520591,0.0000135569],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001982777,0.000036653917,0.000021111073,0.01713552,0.00015658174,0.000050556995,0.0028650071,9.36549e-8,0.000004165208,0.000074366195,0.001168125,0.9784858],"study_design_scores_gemma":[0.00051295466,0.000049305134,0.00039714697,0.028318139,0.000898303,0.000115303716,0.0002254621,0.000023968783,9.98915e-7,0.00006845669,0.96920216,0.000187814],"about_ca_topic_score_codex":0.00016613342,"about_ca_topic_score_gemma":0.000003715117,"teacher_disagreement_score":0.978298,"about_ca_system_score_codex":0.00012084948,"about_ca_system_score_gemma":0.00030474697,"threshold_uncertainty_score":0.67566514},"labels":[],"label_agreement":null},{"id":"W4400066866","doi":"10.1016/s2666-7568(24)00092-8","title":"Association of intrinsic capacity with functional decline and mortality in older adults: a systematic review and meta-analysis of longitudinal studies","year":2024,"lang":"en","type":"review","venue":"The Lancet Healthy Longevity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":123,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche; Universidad Pública de Navarra; European Commission; Instituto de Salud Carlos III; Universidad de Sevilla","keywords":"Meta-analysis; Association (psychology); Gerontology; Demography; Psychology; Medicine; Sociology; Internal medicine","score_opus":0.20756669148210205,"score_gpt":0.41825019207870817,"score_spread":0.21068350059660612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400066866","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019977558,0.990343,0.000006442014,0.0029961544,0.000044150354,0.0040976075,0.00048296462,0.000020768422,0.000011178291],"genre_scores_gemma":[0.0038861935,0.9948795,0.00006769402,0.00048841606,0.00006338938,0.000442327,0.00007820446,0.000022655993,0.00007163366],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9954993,0.0011162227,0.0018430356,0.00054248027,0.00071821385,0.00028075007],"domain_scores_gemma":[0.9955275,0.0013365045,0.0017799331,0.00082750013,0.00043864024,0.00008991422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053215087,0.0004481434,0.014538639,0.0003033799,0.00004143996,0.000011174405,0.00013625891,0.00017981837,0.000025847317],"category_scores_gemma":[0.0014430197,0.00021477343,0.00075491035,0.0015227265,0.00021126632,0.00007206374,0.00014753753,0.0007315197,0.000001998083],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042632157,0.00008888939,0.004024896,0.8688499,0.12577297,0.000006240246,0.00020252481,3.1171143e-7,2.5355191e-9,0.000027256472,0.000213499,0.0007708977],"study_design_scores_gemma":[0.00046154516,0.00013790186,0.020285083,0.13399158,0.8445429,0.00004603639,0.00003626163,0.000006880257,4.140779e-8,0.000024233923,0.00031771837,0.00014978467],"about_ca_topic_score_codex":0.00036227723,"about_ca_topic_score_gemma":0.005097512,"teacher_disagreement_score":0.7348583,"about_ca_system_score_codex":0.00034047026,"about_ca_system_score_gemma":0.000191003,"threshold_uncertainty_score":0.9938323},"labels":[],"label_agreement":null},{"id":"W4400078143","doi":"10.1093/ageing/afae125","title":"Development and validation of a frailty index for use in the osteoarthritis initiative","year":2024,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Université de Sherbrooke; University of New Brunswick","funders":"Canada Research Chairs","keywords":"Medicine; Frailty Index; Osteoarthritis; Proportional hazards model; Gerontology; Multivariate statistics; Cohort; Internal medicine; Receiver operating characteristic; Multivariate analysis; Demography; Phenotype; Pathology; Alternative medicine; Statistics","score_opus":0.06265998225040298,"score_gpt":0.30182702910096915,"score_spread":0.23916704685056617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400078143","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99780923,0.000485103,0.00077532046,0.00034168648,0.000026982281,0.00028183265,0.0000052660093,0.000009687548,0.00026487318],"genre_scores_gemma":[0.997759,0.00003517156,0.001820414,0.00022542503,0.000025976387,0.000030425143,0.000018791283,0.000005221358,0.00007957769],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996366,0.000015346941,0.00011524827,0.00009613674,0.0000695418,0.00006716117],"domain_scores_gemma":[0.99968237,0.00022531253,0.000015127626,0.00004666379,0.000015472964,0.000015085378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001339656,0.000046933255,0.00008313031,0.000052588985,0.000026499501,0.000034215092,0.000015429418,0.00002710455,0.0000030213564],"category_scores_gemma":[0.000094747076,0.000033282704,0.000011204198,0.00007737791,0.000025718402,0.00011080196,0.000015024681,0.00006558473,4.5217936e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006787018,0.00004466341,0.008262418,0.00078768405,0.000054544475,0.0035610748,0.06819211,0.0000018502435,0.0040999465,0.0005312559,0.00040007438,0.9139965],"study_design_scores_gemma":[0.004755762,0.00058765727,0.8991602,0.005092277,0.00010595034,0.00016074645,0.0077801556,0.0011049737,0.023500992,0.0018497653,0.05560747,0.00029406644],"about_ca_topic_score_codex":0.000032650714,"about_ca_topic_score_gemma":0.00015399221,"teacher_disagreement_score":0.9137024,"about_ca_system_score_codex":0.000008316681,"about_ca_system_score_gemma":0.000021937183,"threshold_uncertainty_score":0.13572294},"labels":[],"label_agreement":null},{"id":"W4400093437","doi":"10.1111/ajag.13342","title":"Who is the frail consumer and how do we reach them? Engaging consumers in frailty research","year":2024,"lang":"en","type":"article","venue":"Australasian Journal on Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Gerontology; Business; Psychology; Advertising; Medicine","score_opus":0.10219767458559323,"score_gpt":0.36774550612143203,"score_spread":0.26554783153583883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400093437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74103403,0.005072255,0.000032474938,0.24474345,0.0004639491,0.0004367602,0.000009379747,0.00006461772,0.00814309],"genre_scores_gemma":[0.9865914,0.0030075344,0.00029850056,0.0006323137,0.00029061516,0.000010618625,0.0000014356575,0.000059293412,0.009108315],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970184,0.0005102529,0.0003606825,0.00045168836,0.0008924734,0.0007664875],"domain_scores_gemma":[0.9978405,0.0011963205,0.00007438199,0.00040030165,0.00013007186,0.00035838276],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0026612727,0.00027042828,0.00036605433,0.00050686003,0.00042494593,0.0007198659,0.00025436914,0.00017566085,0.00054057734],"category_scores_gemma":[0.0006731606,0.00018097859,0.0001324623,0.00069199054,0.00048417167,0.00029742584,0.00007990714,0.0047390726,0.00014686414],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023665797,0.0001407043,0.091845,0.0006451024,0.00065575825,0.02245992,0.034207445,0.0000074126665,0.004988734,0.002271553,0.20676985,0.6357719],"study_design_scores_gemma":[0.004641068,0.0007069705,0.1413946,0.020455472,0.00025315466,0.012461029,0.029683942,0.0008449233,0.0040203813,0.004831678,0.77993894,0.0007678444],"about_ca_topic_score_codex":0.00003533098,"about_ca_topic_score_gemma":0.000018951854,"teacher_disagreement_score":0.635004,"about_ca_system_score_codex":0.00023552796,"about_ca_system_score_gemma":0.00023485257,"threshold_uncertainty_score":0.99755704},"labels":[],"label_agreement":null},{"id":"W4400108526","doi":"10.37699/2308-7005.2-3.2024.15","title":"DIAGNOSIS OF SENILE ASTHENIA USING THE EDMONTON FRAIL AND FRAILTY PHENOTYPE QUESTIONNAIRE IN PATIENTS WITH ACUTE CHOLECYSTITIS","year":2024,"lang":"en","type":"article","venue":"Kharkiv Surgical School","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Acute cholecystitis; Cholecystitis; Phenotype; Internal medicine; Cholecystectomy; Gallbladder","score_opus":0.010553632928982962,"score_gpt":0.2659797266454453,"score_spread":0.2554260937164623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400108526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949942,0.0020855062,0.00005239661,0.0016331527,0.00015746134,0.0005623061,0.000045017146,0.000071282055,0.00039862623],"genre_scores_gemma":[0.9988849,0.00015692128,0.0003464716,0.00013057202,0.00014407671,0.00004937442,0.000023705563,0.000034139,0.00022979561],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99844563,0.00009303259,0.00033669747,0.00037343366,0.00046557494,0.00028561932],"domain_scores_gemma":[0.9991826,0.00014152518,0.000059730814,0.00029971026,0.000109342276,0.00020709269],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019592408,0.00020918366,0.0003499936,0.00010538407,0.00006447689,0.00005648888,0.00010301467,0.00013350164,0.00040064674],"category_scores_gemma":[0.00015965743,0.00012770592,0.0000686843,0.00046602584,0.00017068868,0.00019149423,0.00007180301,0.00046751948,0.000027319444],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006108689,0.00026141474,0.96884614,0.0002381487,0.00019331934,0.00044740332,0.00047920455,0.000034202443,0.000085824824,0.00012529174,0.0012122948,0.027465884],"study_design_scores_gemma":[0.0034023633,0.00034366993,0.9790657,0.0023290322,0.00021519442,0.00007228904,0.000025704157,0.0008831527,0.00018750818,0.00011275946,0.013154178,0.00020843146],"about_ca_topic_score_codex":0.0005211314,"about_ca_topic_score_gemma":0.00013474256,"teacher_disagreement_score":0.027257454,"about_ca_system_score_codex":0.00013571954,"about_ca_system_score_gemma":0.00012607689,"threshold_uncertainty_score":0.52076966},"labels":[],"label_agreement":null},{"id":"W4400166247","doi":"10.1111/jep.14048","title":"Predictors of frailty after cardiovascular surgery and the relationship between frailty and postoperative recovery: A cross‐sectional study","year":2024,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Medicine; Gerontology; Emergency medicine; Intensive care medicine; Pathology","score_opus":0.1858841643169718,"score_gpt":0.47726553481269024,"score_spread":0.29138137049571844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400166247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864229,0.005965643,0.00023941048,0.0052982094,0.0009866303,0.0008391673,0.00001350935,0.000007306198,0.00022720854],"genre_scores_gemma":[0.99826854,0.00030751768,0.0004024253,0.00021908148,0.0006885263,0.000026102078,0.000004741921,0.000015464762,0.00006756915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99255663,0.003444449,0.0020981433,0.000277809,0.0015094075,0.000113573944],"domain_scores_gemma":[0.925723,0.07201181,0.0006147025,0.00027040884,0.0012638251,0.00011624267],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.042396806,0.00013267629,0.00067193893,0.00024223432,0.000067398454,0.00010232989,0.00005728436,0.00018885425,0.000056828107],"category_scores_gemma":[0.17157592,0.00008701446,0.0003820924,0.0003474329,0.00034905563,0.0009082854,0.00005372035,0.0013011057,0.000004351873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002824202,0.00021981944,0.98904705,0.000055607466,0.0013957706,0.00005901548,0.0010201283,0.00012362801,7.1698884e-7,0.00002225074,0.00040553973,0.004826241],"study_design_scores_gemma":[0.005041977,0.00079029944,0.988249,0.00031678603,0.0020140293,0.00034317042,0.0004841635,0.00047279074,0.0000016817588,0.0009850868,0.001226119,0.00007487844],"about_ca_topic_score_codex":0.00006962551,"about_ca_topic_score_gemma":0.00002204031,"teacher_disagreement_score":0.12917912,"about_ca_system_score_codex":0.0001186535,"about_ca_system_score_gemma":0.0006293818,"threshold_uncertainty_score":0.986054},"labels":[],"label_agreement":null},{"id":"W4400254647","doi":"10.31373/ejtcm/183022","title":"Edmonton Frail Scale – caregiver is a reliable source of information about the functional status of a hospitalized elderly patient","year":2024,"lang":"en","type":"article","venue":"European Journal of Translational and Clinical Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Gerontology; Psychology; Medicine; Cartography; Geography","score_opus":0.023575448097255737,"score_gpt":0.29143118169579046,"score_spread":0.2678557335985347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400254647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9510291,0.00896705,0.0069602258,0.025025519,0.00091941556,0.00029056656,0.000042746655,0.000016879038,0.0067484546],"genre_scores_gemma":[0.9964886,0.001273302,0.0007078225,0.0007484538,0.00044487574,5.073792e-7,0.000022968941,0.000013818887,0.00029968447],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9972849,0.0001312684,0.0015540073,0.00011210834,0.0007765822,0.00014111944],"domain_scores_gemma":[0.99822,0.0004729242,0.00043994465,0.0001293439,0.00054174365,0.00019599851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010883617,0.00012283534,0.0004060119,0.00013042142,0.00003999415,0.000010319411,0.0000766774,0.000044487297,0.00036285399],"category_scores_gemma":[0.00030371168,0.00006915355,0.00022026997,0.00019128456,0.0004140085,0.00021240937,0.00001450833,0.0004130575,0.000007520873],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047775637,0.0005142172,0.09918139,0.0011425435,0.0013731057,0.000087937886,0.0348555,0.0003225924,0.0005141631,0.00042325436,0.07750956,0.7792982],"study_design_scores_gemma":[0.006736369,0.006554841,0.7266898,0.003008225,0.00064579933,0.00020329801,0.0009163231,0.000924425,0.000064362335,0.00031341755,0.25383422,0.00010888858],"about_ca_topic_score_codex":0.000032664037,"about_ca_topic_score_gemma":0.0000022625723,"teacher_disagreement_score":0.7791893,"about_ca_system_score_codex":0.00001503998,"about_ca_system_score_gemma":0.0001760639,"threshold_uncertainty_score":0.39729968},"labels":[],"label_agreement":null},{"id":"W4400261223","doi":"10.2196/54774","title":"Hospital Staff Perspectives on the Drivers and Challenges in Implementing a Virtual Rehabilitation Ward: Qualitative Study","year":2024,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Australian Government","keywords":"Nursing; Qualitative research; Interoperability; Population; Medicine; Rehabilitation; Value proposition; Medical emergency; Psychology; Business; Computer science; Physical therapy","score_opus":0.036056086185726755,"score_gpt":0.3678054561735072,"score_spread":0.33174936998778043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400261223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9689358,0.0012103679,0.00000835814,0.02735723,0.00008293648,0.0012083555,0.000004808808,0.00008475028,0.0011074021],"genre_scores_gemma":[0.99932736,0.00012974566,0.00010987163,0.000022995655,0.00007759185,0.00017314054,0.0000023326563,0.000020287418,0.00013665449],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9986968,0.0002301048,0.00018692033,0.00039441258,0.0002750629,0.00021669622],"domain_scores_gemma":[0.9984874,0.0012223191,0.000031805204,0.00017250646,0.000048039066,0.00003790515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008825743,0.00013148563,0.00016217868,0.00019066835,0.00007831703,0.000049424925,0.000052829055,0.00002539889,0.00003103809],"category_scores_gemma":[0.00034934402,0.00009487812,0.00004224445,0.00018207623,0.00009025341,0.0001504019,0.00006416328,0.0002665964,0.000010900966],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025239382,0.00031501387,0.0025370838,0.00011334974,0.0000792145,0.00004085647,0.9726015,0.0000017897343,0.000074661126,0.0062534404,0.00022419936,0.017733691],"study_design_scores_gemma":[0.00077979435,0.002284815,0.048606656,0.00050311215,0.000021297143,0.0000026260154,0.94654536,0.00024453795,0.000013485548,0.00029848743,0.0005984555,0.00010134315],"about_ca_topic_score_codex":0.00005198078,"about_ca_topic_score_gemma":0.0000708436,"teacher_disagreement_score":0.046069574,"about_ca_system_score_codex":0.0001758747,"about_ca_system_score_gemma":0.00003007185,"threshold_uncertainty_score":0.38690177},"labels":[],"label_agreement":null},{"id":"W4400262400","doi":"10.1101/2024.06.29.24309705","title":"Healthcare Disparities Among Older Adults: Exploring Social Determinants of Health and Cognition Levels","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thompson Rivers University","funders":"Clemson University; National Institutes of Health; Alzheimer's Association","keywords":"Rurality; Loneliness; Dementia; Marital status; Ethnic group; Medicine; Gerontology; Health care; Cognition; Cohort; Race (biology); Cognitive impairment; Rural area; Psychiatry; Disease; Population; Environmental health","score_opus":0.10667426875467345,"score_gpt":0.34869315576018484,"score_spread":0.24201888700551139,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400262400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847543,0.006729505,0.000024881785,0.005513345,0.0012094891,0.0011432337,0.00037346853,0.00016172377,0.000090034024],"genre_scores_gemma":[0.9971449,0.0010810854,0.00020673385,0.00034948022,0.00045626095,0.00031857425,0.0001354312,0.000089997964,0.00021757682],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99726677,0.00016063705,0.00091367046,0.00069269276,0.00050951587,0.0004567169],"domain_scores_gemma":[0.9986914,0.00009336216,0.00038052202,0.00035264547,0.00022497545,0.0002571325],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004616532,0.00038065983,0.0010685318,0.00026937647,0.00012255379,0.000039704857,0.00012847985,0.0003217636,0.000025446545],"category_scores_gemma":[0.00021819356,0.00036823362,0.00016932149,0.0001395529,0.00027253188,0.00008443959,0.00057207164,0.0010365337,0.000009777502],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015625855,0.00017184009,0.7439921,0.07460799,0.00020636253,0.00014757937,0.02964491,5.450527e-7,0.00003120701,0.00008806124,0.0007294006,0.15022373],"study_design_scores_gemma":[0.0012545069,0.00024636276,0.96145606,0.0308681,0.00015891051,0.000044187032,0.003000527,0.0001984159,0.00097230746,0.0013933647,0.00005771016,0.00034957318],"about_ca_topic_score_codex":0.0011157059,"about_ca_topic_score_gemma":0.0005360149,"teacher_disagreement_score":0.21746393,"about_ca_system_score_codex":0.00014060321,"about_ca_system_score_gemma":0.0004283984,"threshold_uncertainty_score":0.999877},"labels":[],"label_agreement":null},{"id":"W4400279914","doi":"10.1007/s43678-024-00744-x","title":"Ensuring excellent care for frail and complex older patients in the ED by controlling what we can control","year":2024,"lang":"en","type":"editorial","venue":"Canadian Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centres Intégré Universitaires de Santé et de Services Sociaux; Ottawa Hospital; Schwartz/Reisman Emergency Medicine Institute; University of Ottawa; Centre Hospitalier Universitaire de Sherbrooke; Sinai Health System; University of Toronto","funders":"","keywords":"Control (management); Gerontology; Psychology; Medicine; Computer science; Artificial intelligence","score_opus":0.03286071214079829,"score_gpt":0.3100674187934063,"score_spread":0.27720670665260805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400279914","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018781705,0.1648968,0.000050900362,0.022864273,0.8077656,0.0016975395,0.00068851624,0.0000079563515,0.00015024388],"genre_scores_gemma":[0.14000039,0.043584865,0.000041236828,0.0009430511,0.8124903,0.00010757047,0.0013216634,0.00022622236,0.001284709],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960542,0.00015072852,0.001602236,0.00041431998,0.0010680924,0.0007104644],"domain_scores_gemma":[0.99576,0.00090448244,0.00058024115,0.00034656818,0.0014344493,0.0009742251],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009222758,0.00052000856,0.0014264326,0.00062013156,0.00016919,0.000046613444,0.00042251588,0.00049156375,0.00050106156],"category_scores_gemma":[0.0027013004,0.0003502345,0.00026205718,0.00024456062,0.00017406215,0.00011971201,0.000013271464,0.0016060197,0.0000026326975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014028557,0.000025832014,0.0008218569,0.0013480869,0.00029420803,0.00016536356,0.009450511,0.000005113478,0.000019334679,0.0000024270778,0.9840893,0.0036376757],"study_design_scores_gemma":[0.011876774,0.0013309491,0.00043349975,0.007976,0.001100584,0.000012012085,0.007350882,0.000059652768,0.0000017041509,0.000055196673,0.9695163,0.00028645745],"about_ca_topic_score_codex":0.010864524,"about_ca_topic_score_gemma":0.065705635,"teacher_disagreement_score":0.13812222,"about_ca_system_score_codex":0.00060001615,"about_ca_system_score_gemma":0.0016831562,"threshold_uncertainty_score":0.999895},"labels":[],"label_agreement":null},{"id":"W4400284553","doi":"10.3390/curroncol31070279","title":"Improving Care for Older Adults with Cancer in Canada: A Call to Action","year":2024,"lang":"en","type":"review","venue":"Current Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta; University of Manitoba; Université Laval; University of British Columbia; Centre hospitalier universitaire de Québec; Health Sciences Centre; CancerCare Manitoba; University Health Network; Ottawa Hospital; University of Ottawa; Sunnybrook Health Science Centre; University of Toronto; University of Calgary","funders":"","keywords":"Geriatric oncology; Medicine; Call to action; Health care; Geriatrics; Curriculum; Population ageing; Cancer; Population; Cancer incidence; Nursing; Family medicine; Medical education; Gerontology; Internal medicine; Psychology","score_opus":0.10237590440083888,"score_gpt":0.44624606958062313,"score_spread":0.34387016517978425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400284553","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012345555,0.9883399,0.000048781418,0.00042296047,0.005250669,0.005196861,0.0004931065,0.000040878873,0.00008336655],"genre_scores_gemma":[0.00015375948,0.99285126,0.00015797265,0.000101825935,0.0009079867,0.0049304953,0.0004235421,0.000104990664,0.00036815432],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978967,0.000058222122,0.00055359834,0.0007456375,0.0002282207,0.0005176272],"domain_scores_gemma":[0.9988745,0.0001512244,0.00019299623,0.000311525,0.00022581338,0.00024395312],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000749482,0.00044027116,0.0018089856,0.00030269392,0.000029581059,0.000010003281,0.00015655319,0.00027619657,0.00004620559],"category_scores_gemma":[0.000110357425,0.00031581006,0.00017059465,0.00038885276,0.00002379877,0.000027563174,0.00007875349,0.0008592413,0.000018253528],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000082975996,0.00004618083,0.000048252154,0.119641796,0.00007709586,0.00008031033,0.0006955228,0.0000013234678,7.503357e-8,0.0000014536033,0.015707688,0.8636173],"study_design_scores_gemma":[0.0013139836,0.00040127808,0.00006499223,0.07898167,0.001687712,0.000091037466,0.0004762086,0.00004278957,6.3781954e-7,2.5350806e-7,0.9166475,0.00029196747],"about_ca_topic_score_codex":0.4559992,"about_ca_topic_score_gemma":0.986215,"teacher_disagreement_score":0.90093976,"about_ca_system_score_codex":0.013217307,"about_ca_system_score_gemma":0.018285647,"threshold_uncertainty_score":0.99992937},"labels":[],"label_agreement":null},{"id":"W4400352545","doi":"10.2196/59428","title":"Using Systems Engineering and Implementation Science to Design an Implementation Package for Preoperative Comprehensive Geriatric Assessment Among Older Adults Having Major Abdominal Surgery: Protocol for a 3-Phase Study","year":2024,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute on Aging","keywords":"Polypharmacy; Medicine; Protocol (science); Geriatrics; Health care; Population; Gerontology; Intensive care medicine; Alternative medicine; Environmental health; Psychiatry","score_opus":0.3238068742167874,"score_gpt":0.6259037538585428,"score_spread":0.3020968796417554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400352545","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15774632,0.0000014463374,0.057506423,0.000067123365,0.000023113475,0.7844734,0.00008455255,0.0000958305,0.0000017942007],"genre_scores_gemma":[0.15023462,4.1528676e-8,0.017967353,0.000008988011,0.00021962062,0.83143145,0.000037826572,0.00007608849,0.000024019993],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99544233,0.00042862818,0.0008007156,0.0010787696,0.0012443557,0.0010051738],"domain_scores_gemma":[0.99640644,0.0009809533,0.0001319985,0.00042543816,0.0015908659,0.00046429317],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0046281987,0.0003305238,0.0004796969,0.001240984,0.00062561384,0.0011932333,0.00021438325,0.00006950167,0.000033323446],"category_scores_gemma":[0.0002203966,0.00029278183,0.000075880176,0.0012716909,0.00012069701,0.001155792,0.00017077678,0.00030579467,0.0000016618266],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020913731,0.009640123,0.06611622,0.0787647,0.0007946517,0.00042050693,0.06807902,0.0011203701,0.5711904,0.0005281383,0.012434402,0.16999769],"study_design_scores_gemma":[0.0836703,0.064620614,0.16366161,0.02888247,0.00017626498,0.00014969237,0.07916403,0.48796594,0.08573962,0.000041914776,0.0041443952,0.0017831486],"about_ca_topic_score_codex":0.0002346612,"about_ca_topic_score_gemma":0.000048013222,"teacher_disagreement_score":0.48684558,"about_ca_system_score_codex":0.0009626402,"about_ca_system_score_gemma":0.0014500424,"threshold_uncertainty_score":0.99995244},"labels":[],"label_agreement":null},{"id":"W4400369000","doi":"10.3389/fpsyt.2024.1347476","title":"Role of frailty in predicting outcomes after stroke: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Frontiers in Psychiatry","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Stroke (engine); Confidence interval; Odds ratio; Publication bias; MEDLINE; Internal medicine; Gerontology","score_opus":0.030286261279245236,"score_gpt":0.338391838007832,"score_spread":0.3081055767285868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400369000","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000036086033,0.9935676,0.000041656353,0.00044339668,0.0010822553,0.0041190726,0.00042043024,0.00004132442,0.00028067688],"genre_scores_gemma":[0.000022931661,0.98830235,0.007815871,0.00033147345,0.000039851235,0.001374137,0.00006537287,0.00008652889,0.0019614687],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9950938,0.00042581544,0.0027680888,0.00080775,0.00052947755,0.0003750415],"domain_scores_gemma":[0.9977463,0.00010932827,0.000763362,0.0011976864,0.000048565,0.00013476821],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0010231753,0.00073531974,0.015721975,0.0017454084,0.000013413599,0.000024005067,0.0003096728,0.00044035807,0.000099530414],"category_scores_gemma":[0.0003148405,0.0004714098,0.0036331783,0.0019052881,0.000079574806,0.00007890911,0.00013246556,0.0010352114,0.00001326307],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044256353,0.000078986035,0.01182779,0.84593153,0.1372943,0.000016459298,0.000088198285,1.7941676e-7,1.5788715e-9,0.000008133165,0.0037785703,0.00097138854],"study_design_scores_gemma":[0.00020597849,0.00002997767,0.00022059269,0.19630614,0.797383,0.000026632322,0.00015304223,0.000020467074,5.419644e-9,0.00008368039,0.0053024637,0.00026798833],"about_ca_topic_score_codex":0.000053039923,"about_ca_topic_score_gemma":0.00024449814,"teacher_disagreement_score":0.6600887,"about_ca_system_score_codex":0.00017010458,"about_ca_system_score_gemma":0.0002714504,"threshold_uncertainty_score":0.99977374},"labels":[],"label_agreement":null},{"id":"W4400390897","doi":"10.1016/j.archger.2024.105556","title":"Can an active lifestyle offset the relationship that poor lifestyle behaviours have on frailty?","year":2024,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; University of New Brunswick; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Frailty Network","keywords":"Medicine; Physical activity; Binge drinking; Demography; Gerontology; Internal medicine; Physical therapy; Poison control; Environmental health; Injury prevention","score_opus":0.05312259225528203,"score_gpt":0.3232612779753579,"score_spread":0.2701386857200759,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400390897","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9757442,0.0012996964,0.00013554213,0.018077118,0.00039982086,0.00041517048,0.00016356239,0.000082555205,0.0036823286],"genre_scores_gemma":[0.99624026,0.00018017188,0.00076598616,0.000472271,0.00020427413,0.000025299443,0.00014046743,0.000027008997,0.0019442724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986902,0.0002087489,0.00025045357,0.0003788685,0.00018685008,0.00028491524],"domain_scores_gemma":[0.9971673,0.0021469137,0.00009340316,0.00040200507,0.000025800462,0.00016458156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017392452,0.00019721831,0.00030035677,0.00021263964,0.00017587187,0.000023416498,0.00015747563,0.00016654872,0.000035340305],"category_scores_gemma":[0.00036452076,0.00014203046,0.00010124375,0.00012019229,0.0004549588,0.000104067876,0.00006250308,0.00054886995,0.000008959921],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017671318,0.0006318731,0.7942134,0.00032074534,0.00039661556,0.000301568,0.035786174,0.000023246781,0.00043762117,0.02244622,0.007055531,0.13661985],"study_design_scores_gemma":[0.00090840907,0.0013007675,0.9871971,0.00013056415,0.00031134082,0.00024757988,0.0012704567,0.00045164488,0.0006634398,0.0047713593,0.0025646484,0.00018266938],"about_ca_topic_score_codex":0.00028355882,"about_ca_topic_score_gemma":0.0014410577,"teacher_disagreement_score":0.1929837,"about_ca_system_score_codex":0.000021835804,"about_ca_system_score_gemma":0.00014708044,"threshold_uncertainty_score":0.5791834},"labels":[],"label_agreement":null},{"id":"W4400475625","doi":"10.1590/1981-22562024027.230245.en","title":"Tracking frailty in older adults with systemic arterial hypertension through different instruments","year":2024,"lang":"en","type":"article","venue":"Revista Brasileira de Geriatria e Gerontologia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cohen's kappa; Pearson product-moment correlation coefficient; Statistic; Kappa; Reliability (semiconductor); Gerontology; Physical therapy; Internal medicine; Statistics","score_opus":0.032029793216680556,"score_gpt":0.28664089497078427,"score_spread":0.25461110175410373,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400475625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99099207,0.0037877837,0.00088730507,0.000286693,0.0011070501,0.0020959228,0.00003919108,0.0004930335,0.000310963],"genre_scores_gemma":[0.9971713,0.00019791536,0.0011310166,0.00024078171,0.0006694578,0.00016037133,0.00012527572,0.00010995884,0.00019394305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961805,0.00025025886,0.0009952574,0.0010999556,0.0005621861,0.000911859],"domain_scores_gemma":[0.9984456,0.00021814379,0.00019558707,0.0007960824,0.000114466515,0.00023013983],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00034296757,0.0006356481,0.0012282179,0.00023443888,0.000092999195,0.00029169387,0.0002791291,0.00045140553,0.00028923893],"category_scores_gemma":[0.00023218385,0.00046308571,0.00024367141,0.00048026518,0.0001231115,0.00041174688,0.000095086034,0.0007094158,0.000100560945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009651522,0.0018013546,0.80409056,0.01688328,0.0010369119,0.008156862,0.013278995,0.000021723234,0.0494497,0.0015187368,0.0075474777,0.08656287],"study_design_scores_gemma":[0.010956706,0.0008097768,0.96429735,0.015527533,0.00042753993,0.0036763689,0.000991789,0.0010215668,0.0009987216,0.000023297567,0.00047995342,0.0007894047],"about_ca_topic_score_codex":0.00019405088,"about_ca_topic_score_gemma":0.000109982124,"teacher_disagreement_score":0.16020678,"about_ca_system_score_codex":0.0008009109,"about_ca_system_score_gemma":0.0003058159,"threshold_uncertainty_score":0.9997821},"labels":[],"label_agreement":null},{"id":"W4400475923","doi":"10.1590/1981-22562024027.230245.pt","title":"Rastreamento da fragilidade em pessoas idosas com hipertensão arterial sistêmica por instrumentos diferentes","year":2024,"lang":"pt","type":"article","venue":"Revista Brasileira de Geriatria e Gerontologia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Gynecology","score_opus":0.03223772405603037,"score_gpt":0.2991299383955683,"score_spread":0.2668922143395379,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400475923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94558704,0.031570494,0.0018526559,0.0038448393,0.009540597,0.0037971316,0.0013406976,0.0014857836,0.000980746],"genre_scores_gemma":[0.980061,0.0007579515,0.0008851062,0.000938083,0.0049076006,0.00030389987,0.0011810327,0.00038767324,0.010577629],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9881018,0.0012517223,0.0030970648,0.0029821428,0.0015239596,0.0030433256],"domain_scores_gemma":[0.9934254,0.0012565582,0.00084145577,0.0026554635,0.00034639888,0.0014746755],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0014906343,0.0021787493,0.003327369,0.0007455157,0.0004955458,0.003144298,0.0015151663,0.0015828168,0.0069317464],"category_scores_gemma":[0.0017206705,0.0020370048,0.0014848125,0.0011462125,0.0005825006,0.00071668735,0.0006996313,0.0021682754,0.0021652128],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0080914935,0.0040406627,0.20510307,0.020540262,0.00989803,0.009101216,0.021685237,0.000019418978,0.06786633,0.0072833435,0.53776973,0.10860122],"study_design_scores_gemma":[0.04190476,0.009064431,0.6852831,0.030186791,0.019486971,0.0065273563,0.023056624,0.014853995,0.005294624,0.0004389533,0.15234703,0.0115553355],"about_ca_topic_score_codex":0.00054988585,"about_ca_topic_score_gemma":0.00015613229,"teacher_disagreement_score":0.48018005,"about_ca_system_score_codex":0.0023652224,"about_ca_system_score_gemma":0.0016953171,"threshold_uncertainty_score":0.99971336},"labels":[],"label_agreement":null},{"id":"W4400513282","doi":"10.1080/10428194.2024.2370437","title":"Development and testing of a lymphoma clinical trial-specific frailty index: a secondary analysis of the NCIC-CTG LY.12 clinical trial","year":2024,"lang":"en","type":"article","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Juravinski Cancer Centre; Juravinski Hospital; Queen's University; Canadian Cancer Society; Kingston Health Sciences Centre; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Clinical trial; Index (typography); Internal medicine; Oncology; Gerontology; World Wide Web; Computer science","score_opus":0.08956660989390927,"score_gpt":0.3489894354522371,"score_spread":0.25942282555832785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400513282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868853,0.0045617493,0.00014469115,0.00024099938,0.002437576,0.0021236057,0.00011757825,0.00025417373,0.0032343445],"genre_scores_gemma":[0.9911473,0.0008545731,0.004217404,0.0007397238,0.0011903597,0.00016341562,0.000101934515,0.00015307714,0.0014322177],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9891392,0.00079028105,0.0054201363,0.0020519164,0.0015522854,0.0010461763],"domain_scores_gemma":[0.9908632,0.00472926,0.0013331118,0.0018510611,0.00040899208,0.0008143567],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004052621,0.0010177277,0.0034151291,0.00094498665,0.0003642229,0.00019604403,0.00078128895,0.0013532386,0.00013314318],"category_scores_gemma":[0.00253548,0.0007726718,0.0015331787,0.003032569,0.0017260228,0.00032756542,0.00080913724,0.0005369066,0.000023302488],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07457813,0.0010019275,0.037518006,0.00073224393,0.0049771755,0.00032402697,0.0018359575,0.000015282012,0.00036331295,0.00037113205,0.003436966,0.87484586],"study_design_scores_gemma":[0.3450084,0.0020737676,0.55334985,0.0014155736,0.0040365895,0.00047237056,0.0006381154,0.010051952,0.0014080838,0.00017497476,0.08045145,0.0009188779],"about_ca_topic_score_codex":0.0006947406,"about_ca_topic_score_gemma":0.00026733687,"teacher_disagreement_score":0.87392694,"about_ca_system_score_codex":0.0029942363,"about_ca_system_score_gemma":0.013984114,"threshold_uncertainty_score":0.9999432},"labels":[],"label_agreement":null},{"id":"W4400558292","doi":"10.7759/cureus.64303","title":"The Impact of Frailty and Severe Cognitive Impairment on Survival Time and Time to Initiate Dialysis in Older Adults With Advanced Chronic Kidney Disease: A Prospective Observational Cohort Study","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Kidney disease; Dialysis; Cohort study; Prospective cohort study; Cohort; Cognitive impairment; Disease; Gerontology; Cognition; Intensive care medicine; Pediatrics; Internal medicine; Psychiatry","score_opus":0.012350776665892382,"score_gpt":0.29929238292452087,"score_spread":0.28694160625862847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400558292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99388194,0.0007572619,0.0000066752514,0.00048119432,0.00003335761,0.0038653782,0.0004732903,0.00004389769,0.0004570047],"genre_scores_gemma":[0.998581,0.000058522026,0.000019132165,0.00006696334,0.000065809196,0.00036563323,0.00014582305,0.00003251618,0.0006646211],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984912,0.00008937899,0.00025172578,0.0004919591,0.00042237696,0.00025332024],"domain_scores_gemma":[0.998801,0.00040378218,0.000058624977,0.0002348995,0.00019788802,0.00030379044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025257494,0.00024416196,0.00037937943,0.00008617409,0.0000654122,0.000039903083,0.00006422869,0.00004123911,0.00022904745],"category_scores_gemma":[0.00039970034,0.00015000935,0.000058254307,0.00037940952,0.00011498846,0.00014286645,0.00007365867,0.00019331358,0.000034808312],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0058941627,0.0011239275,0.98164916,0.00016591685,0.0013777515,0.00015924298,0.0051214327,0.00010411295,0.00009226321,0.000013555925,0.00082802714,0.0034704588],"study_design_scores_gemma":[0.005016696,0.004193297,0.98639405,0.001770983,0.0002764569,0.000010379767,0.0002530688,0.0018083595,0.000027852264,0.00005715792,0.000011645823,0.00018006547],"about_ca_topic_score_codex":0.00020303152,"about_ca_topic_score_gemma":0.00015188337,"teacher_disagreement_score":0.004868364,"about_ca_system_score_codex":0.00041612014,"about_ca_system_score_gemma":0.0004892836,"threshold_uncertainty_score":0.6117204},"labels":[],"label_agreement":null},{"id":"W4400614498","doi":"10.1016/j.ahr.2024.100198","title":"Virtual frailty screening: A quality improvement project to enhance community-based assessment","year":2024,"lang":"en","type":"article","venue":"Aging and Health Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University; University of Alberta; University of Toronto","funders":"Canadian Frailty Network; Healthcare Excellence Canada","keywords":"Phone; Test (biology); PDCA; Medicine; Attrition; Scale (ratio); Gerontology; Quality management; Service (business)","score_opus":0.42678291445269445,"score_gpt":0.6037070157912487,"score_spread":0.1769241013385543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400614498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7133823,0.0012291046,0.02183581,0.25733736,0.0002334114,0.0031884601,0.00005888287,0.00038574045,0.002348919],"genre_scores_gemma":[0.9834679,0.00010853528,0.006793198,0.0064380085,0.00017315072,0.00024340377,0.000064264896,0.000032913995,0.002678644],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962257,0.0010111213,0.00041764314,0.00043526478,0.0011042093,0.00080606336],"domain_scores_gemma":[0.99766225,0.00096873054,0.000032003398,0.0006063138,0.00024376952,0.00048692853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012431653,0.00015117168,0.00032085972,0.00045444223,0.0007114911,0.00016126837,0.00017173206,0.00006584133,0.000027573731],"category_scores_gemma":[0.00027375267,0.00013063832,0.000048355552,0.0007270927,0.00013709506,0.00006900494,0.00023600113,0.002133666,0.00002889868],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018182864,0.00045790186,0.0053675137,0.006435669,0.00008367397,0.00004701536,0.0089169545,0.000010970719,0.003966072,0.0011542245,0.04670515,0.92667305],"study_design_scores_gemma":[0.005209539,0.030224279,0.24504846,0.018559465,0.00005304701,0.000052361254,0.02287801,0.020427426,0.012305731,0.0007629414,0.6433592,0.0011195303],"about_ca_topic_score_codex":0.018256,"about_ca_topic_score_gemma":0.00088581565,"teacher_disagreement_score":0.9255535,"about_ca_system_score_codex":0.0004896564,"about_ca_system_score_gemma":0.0019004842,"threshold_uncertainty_score":0.98828155},"labels":[],"label_agreement":null},{"id":"W4400695076","doi":"10.1101/2024.07.15.24310429","title":"Prospective classification of functional dependence: Insights from machine learning and the Canadian Longitudinal Study on Aging","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Longitudinal study; Psychology; Gerontology; Artificial intelligence; Computer science; Medicine; Statistics; Mathematics","score_opus":0.05633238938349887,"score_gpt":0.3124498382691051,"score_spread":0.2561174488856062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400695076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900002,0.001726798,0.000050598675,0.003012549,0.00067820377,0.0013250266,0.000036339155,0.000057359,0.003112961],"genre_scores_gemma":[0.9984487,0.00003447015,0.00004638452,0.00004498568,0.00031160295,0.00014149425,0.00010434319,0.000034469576,0.0008335435],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980692,0.00018530308,0.00033592866,0.00064900034,0.000599485,0.00016102796],"domain_scores_gemma":[0.9988256,0.00028633644,0.00016186787,0.00039059558,0.00019606568,0.00013949773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003884662,0.00024919424,0.00041844815,0.00028212124,0.00017816486,0.00006692452,0.00012827742,0.00016329545,0.00008111502],"category_scores_gemma":[0.00043304492,0.00016578262,0.0000840791,0.0001717254,0.00020850221,0.000023410443,0.0002331434,0.0019266373,0.000033837558],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023485694,0.00009439199,0.99270916,0.00010989256,0.00045398704,0.00008756191,0.0045137466,0.000092786206,0.00015496896,0.00094481866,0.00005008638,0.0005537419],"study_design_scores_gemma":[0.0015310083,0.00015785277,0.98827094,0.0005408616,0.00039405172,0.0000146813645,0.00070258364,0.0036107895,0.00012331617,0.004408105,0.00011048011,0.00013531289],"about_ca_topic_score_codex":0.1049414,"about_ca_topic_score_gemma":0.3360536,"teacher_disagreement_score":0.23111221,"about_ca_system_score_codex":0.0003335021,"about_ca_system_score_gemma":0.0004660354,"threshold_uncertainty_score":0.90101886},"labels":[],"label_agreement":null},{"id":"W4400702518","doi":"10.1097/jcn.0000000000001124","title":"Association Between Insomnia and Cognitive Frailty Among Older Patients With Chronic Heart Failure","year":2024,"lang":"en","type":"article","venue":"The Journal of Cardiovascular Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Science Foundation of Shandong Province; Qilu Hospital of Shandong University; Shandong University","keywords":"Insomnia; Association (psychology); Heart failure; Chronic insomnia; Cognition; Medicine; Gerontology; Clinical psychology; Psychology; Psychiatry; Internal medicine; Sleep disorder; Psychotherapist","score_opus":0.008224273012389673,"score_gpt":0.2471153935992796,"score_spread":0.2388911205868899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400702518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9773673,0.016920742,0.0028792196,0.0019742711,0.00027358538,0.00038171082,0.0000086812615,0.000027262044,0.00016724627],"genre_scores_gemma":[0.99871624,0.00011186548,0.00018997585,0.000042178555,0.00081122044,0.0000013622329,0.0000083185005,0.0000378483,0.000080998885],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810416,0.0002282427,0.00028816564,0.00013953996,0.001003463,0.00023645944],"domain_scores_gemma":[0.99888915,0.00025869024,0.00012911481,0.00018390914,0.00041697605,0.0001221801],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010267182,0.00015926795,0.0004979064,0.00013688927,0.00010541202,0.00006960355,0.0000671371,0.000110644934,0.000012649816],"category_scores_gemma":[0.00016146866,0.00009847569,0.0003526722,0.00024723768,0.00012960861,0.00029897605,0.000015730122,0.00064880477,0.000006243627],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028550433,0.00015437392,0.7043664,0.00050613657,0.032042116,0.000104862105,0.006878943,0.0003201085,0.00013410115,0.000004689191,0.01161588,0.24358688],"study_design_scores_gemma":[0.003456412,0.0005659469,0.9698526,0.007243111,0.011025501,0.00026122338,0.0003010266,0.000057410773,0.00063517503,0.000048015743,0.0064071,0.00014645577],"about_ca_topic_score_codex":0.000015646978,"about_ca_topic_score_gemma":0.0000040112723,"teacher_disagreement_score":0.2654862,"about_ca_system_score_codex":0.00048548589,"about_ca_system_score_gemma":0.0001407521,"threshold_uncertainty_score":0.40157223},"labels":[],"label_agreement":null},{"id":"W4400740583","doi":"10.1080/03601277.2024.2379632","title":"Psychometric properties of the Persian version of the Edmonton Frail Scale","year":2024,"lang":"en","type":"article","venue":"Educational Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Tabriz University of Medical Sciences","keywords":"Scale (ratio); Persian; Gerontology; Psychology; Psychometrics; Clinical psychology; Medicine; Geography; Theology","score_opus":0.03688596805138957,"score_gpt":0.30389152335700464,"score_spread":0.2670055553056151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400740583","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9024031,0.0056089093,0.0000063142543,0.07841207,0.0025868528,0.00027558987,0.000009107417,0.000011305321,0.010686717],"genre_scores_gemma":[0.9822232,0.000018764697,0.00012774993,0.00023820525,0.00020320574,0.0000167887,0.000004099713,0.000008888877,0.017159063],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99920243,0.000050800372,0.00020006193,0.00015937538,0.00026793825,0.00011937158],"domain_scores_gemma":[0.9993491,0.00008581575,0.000062471634,0.00034164876,0.0001279638,0.000032993867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010287243,0.00007768512,0.00014881024,0.000112993155,0.000052199666,0.0000041853837,0.00021318415,0.000076326745,0.00054715306],"category_scores_gemma":[0.0002602215,0.00004095919,0.000125031,0.00047218284,0.00030378,0.000041351203,0.00004630157,0.00015836555,0.00003610852],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037138443,0.0016221687,0.49354485,0.0020120698,0.0004858154,9.1909163e-7,0.024678769,0.00002100722,0.07862634,0.008532782,0.35722047,0.032883424],"study_design_scores_gemma":[0.0003785455,0.000112427486,0.9630744,0.00042154343,0.00010110469,0.0000891189,0.0009692606,0.000074004296,0.010409697,0.0005068585,0.023794286,0.00006877611],"about_ca_topic_score_codex":0.00020453955,"about_ca_topic_score_gemma":0.00010950445,"teacher_disagreement_score":0.4695295,"about_ca_system_score_codex":0.000099504934,"about_ca_system_score_gemma":0.00043897124,"threshold_uncertainty_score":0.5990942},"labels":[],"label_agreement":null},{"id":"W4400743485","doi":"10.1016/j.urology.2024.07.006","title":"Frailty, Specialized Care, and Sociodemographic Factors: Disparities in Oral Pharmacotherapy Class Utilization Among Medicare Part D Beneficiaries With Overactive Bladder in the United States","year":2024,"lang":"en","type":"article","venue":"Urology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Diabetes and Digestive and Kidney Diseases; National Institutes of Health","keywords":"Medicine; Overactive bladder; Pharmacotherapy; Medicare Part D; Gerontology; Family medicine; Internal medicine; Alternative medicine; Nursing; Medical prescription; Prescription drug","score_opus":0.03527981183508164,"score_gpt":0.31762137981489,"score_spread":0.28234156797980836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400743485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98965853,0.0036828325,0.00010260296,0.005471146,0.00019738822,0.0005275612,0.00006801695,0.00007455726,0.00021738285],"genre_scores_gemma":[0.9949063,0.0024794915,0.000016383468,0.0017358646,0.00010804088,0.000061491046,0.00063535746,0.000031153148,0.000025887735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99858767,0.00026421313,0.00024873493,0.00032475064,0.00026204035,0.000312576],"domain_scores_gemma":[0.9990023,0.0006656288,0.000048904316,0.00015337026,0.00007329544,0.00005652632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016031678,0.00021217958,0.00031712605,0.0004267915,0.000062858366,0.000054933153,0.0000925402,0.00018193072,0.00016836663],"category_scores_gemma":[0.000078436504,0.00013802796,0.000037309066,0.0006365524,0.00048646514,0.00015181069,0.000024868157,0.00055035413,0.0000014117768],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073045195,0.00013045174,0.9405853,0.00017464516,0.000267949,0.00025218472,0.051012784,0.0004136512,0.00004613807,0.0013017732,0.0018061219,0.0032785493],"study_design_scores_gemma":[0.0069618295,0.0015193655,0.85705054,0.0003328929,0.00036812076,0.00006069616,0.034620848,0.014969742,0.00029890827,0.0027520366,0.08061265,0.0004523809],"about_ca_topic_score_codex":0.0032758447,"about_ca_topic_score_gemma":0.025512114,"teacher_disagreement_score":0.08353477,"about_ca_system_score_codex":0.00005232199,"about_ca_system_score_gemma":0.000084823085,"threshold_uncertainty_score":0.99226975},"labels":[],"label_agreement":null},{"id":"W4400747427","doi":"10.1007/s11357-024-01256-3","title":"Relationship between frailty and executive function by age and sex in the Canadian Longitudinal Study on Aging","year":2024,"lang":"en","type":"article","venue":"GeroScience","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University","keywords":"Gerontology; Longitudinal study; Demography; Psychology; Healthy aging; Medicine; Sociology","score_opus":0.12853797019422494,"score_gpt":0.35586399687674786,"score_spread":0.2273260266825229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400747427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99517506,0.00017367836,0.00013539071,0.002412003,0.00009795428,0.00035391373,0.00001256483,0.000022147178,0.0016172685],"genre_scores_gemma":[0.99851036,0.0000016663398,0.000020971942,0.000285512,0.000041898038,0.000013793461,0.0000051437623,0.0000051583665,0.0011155215],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991267,0.00005347471,0.00009586093,0.00030194016,0.0002392938,0.00018274429],"domain_scores_gemma":[0.9994364,0.00030472007,0.000012165782,0.00013738665,0.000008174367,0.00010116512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053284323,0.00007729871,0.000084251355,0.0001417171,0.00021865702,0.0001308107,0.00006128214,0.000035179426,0.00000321141],"category_scores_gemma":[0.00016858992,0.00005545184,0.000008390322,0.0004015924,0.00015821603,0.000119985714,0.000019302617,0.00027379856,0.0000057187262],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000023245877,0.000014345201,0.9915177,0.00001118595,0.0000024596695,0.00008130221,0.0053948527,5.4821766e-7,0.000059897877,0.00014606498,0.0010798569,0.0016894472],"study_design_scores_gemma":[0.00019785186,0.00029027724,0.99669904,0.000066416826,0.000021300346,0.000015948246,0.0014310498,0.00006784703,0.00001562272,0.0002678235,0.00086985546,0.000057001496],"about_ca_topic_score_codex":0.01820962,"about_ca_topic_score_gemma":0.051779773,"teacher_disagreement_score":0.03357015,"about_ca_system_score_codex":0.000098666744,"about_ca_system_score_gemma":0.00008017251,"threshold_uncertainty_score":0.9883282},"labels":[],"label_agreement":null},{"id":"W4400748077","doi":"10.1093/eurjcn/zvae098.081","title":"Prevalence of frailty and associated factors in coronary artery bypass graft surgery patients","year":2024,"lang":"en","type":"article","venue":"European Journal of Cardiovascular Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Coronary artery bypass surgery; Artery; Cardiology; Internal medicine; Bypass surgery; Surgery","score_opus":0.025003021531445294,"score_gpt":0.24910999982823764,"score_spread":0.22410697829679235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400748077","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.974936,0.022848375,0.00032124532,0.000106495725,0.00096756435,0.00014153963,0.000012603724,0.0000223374,0.0006438298],"genre_scores_gemma":[0.9988211,0.00080236886,0.000118970114,0.000017317045,0.00012169981,2.1528557e-7,0.0000073202414,0.000050321756,0.00006071643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99739283,0.0007040849,0.00072140514,0.00020926345,0.0007431659,0.00022924761],"domain_scores_gemma":[0.9989778,0.00023175131,0.00017981182,0.00024499206,0.00021834164,0.00014732892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001831322,0.00017681457,0.0006533112,0.00038265943,0.00002741278,0.000029805396,0.00009729798,0.00004403158,0.000012342216],"category_scores_gemma":[0.0006001468,0.00015124744,0.00074341445,0.0002757539,0.00013246977,0.0002437616,0.000024820443,0.00043461737,0.0000031026905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023055152,0.000489751,0.7190056,0.0012316667,0.00482931,0.006054411,0.0043246485,0.0002744563,0.0006589015,0.0000027839267,0.0030697526,0.25982818],"study_design_scores_gemma":[0.0012737839,0.00027216345,0.9866832,0.008634268,0.0009300519,0.00061732676,0.00013187814,0.00006383725,0.00038692163,0.000012513156,0.0008585881,0.0001354619],"about_ca_topic_score_codex":0.0000027810563,"about_ca_topic_score_gemma":1.9915308e-7,"teacher_disagreement_score":0.26767763,"about_ca_system_score_codex":0.00016764515,"about_ca_system_score_gemma":0.00009053206,"threshold_uncertainty_score":0.6167692},"labels":[],"label_agreement":null},{"id":"W4400766504","doi":"10.1182/bloodadvances.2024013158","title":"Health care utilization and costs for frail vs nonfrail patients with diffuse large B-cell lymphoma","year":2024,"lang":"en","type":"article","venue":"Blood Advances","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; University of Toronto; University Health Network; Sunnybrook Health Science Centre; Institute for Clinical Evaluative Sciences; Princess Margaret Cancer Centre","funders":"Cancer Care Ontario; Conquer Cancer Foundation","keywords":"Diffuse large B-cell lymphoma; Lymphoma; Health care; Medicine; Gerontology; Internal medicine; Political science","score_opus":0.008944399572207903,"score_gpt":0.2761649665246753,"score_spread":0.26722056695246743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400766504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9133342,0.077899955,0.0015367267,0.002619894,0.00051471713,0.0021318845,0.00067350524,0.0003252399,0.0009638715],"genre_scores_gemma":[0.9928168,0.0012223682,0.0032137993,0.0009100221,0.00014162039,0.00009812177,0.00053442625,0.000057012057,0.0010058121],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987902,0.000020691954,0.00021215624,0.00039789412,0.00025760537,0.00032144558],"domain_scores_gemma":[0.99932253,0.000101309684,0.0000659795,0.00019841545,0.00014939332,0.00016235253],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000582232,0.00018753232,0.00028422233,0.00008513955,0.00011636381,0.0000431236,0.000055994897,0.00005755716,0.000008644238],"category_scores_gemma":[0.00005630002,0.00014362442,0.000038965572,0.00017455616,0.000042424635,0.00025203245,0.000026791544,0.00006458301,0.000007705326],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010584183,0.0058468175,0.22423567,0.009512601,0.000208535,0.000051596464,0.0071764584,0.0000026185544,0.000052602456,0.0004840543,0.008831565,0.74253905],"study_design_scores_gemma":[0.06829772,0.0059838225,0.08497052,0.0030736988,0.00042039005,0.000038698887,0.0016598522,0.00042698428,0.0024776587,0.000069251946,0.83196974,0.0006116425],"about_ca_topic_score_codex":0.00002163914,"about_ca_topic_score_gemma":0.00028388295,"teacher_disagreement_score":0.8231382,"about_ca_system_score_codex":0.000101987025,"about_ca_system_score_gemma":0.00015802892,"threshold_uncertainty_score":0.5856834},"labels":[],"label_agreement":null},{"id":"W4400843894","doi":"10.1016/j.cjca.2024.07.015","title":"Frailty May Blunt the Therapeutic Efficacy and Complication Risk Through Multipronged Mechanisms","year":2024,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Taiwan University Hospital","keywords":"Medicine; Blunt; Complication; Intensive care medicine; Internal medicine; Surgery","score_opus":0.043716258272028935,"score_gpt":0.28929328210318106,"score_spread":0.24557702383115212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400843894","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016740931,0.011844812,0.008817121,0.9704196,0.002870739,0.0008793619,0.0002264657,0.000024713276,0.0032431365],"genre_scores_gemma":[0.54317784,0.0011670016,0.0010616248,0.4374603,0.014968821,0.000036733578,0.00015384499,0.00017704234,0.00179678],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978359,0.00046356788,0.00057482487,0.00034680485,0.00026632153,0.0005125923],"domain_scores_gemma":[0.99791014,0.00052414305,0.00038757248,0.00060487766,0.00029054473,0.00028270466],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00052228593,0.0003474986,0.0009596282,0.00026445783,0.00017051927,0.00006220043,0.00037014452,0.0008498267,0.000045802095],"category_scores_gemma":[0.0002905307,0.00022527155,0.00033859682,0.00012929877,0.00048085442,0.000050130515,0.000027686376,0.0039817477,0.000067337416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036015488,0.0000014210178,0.0003670424,0.00012143075,0.0015138964,0.0012858161,0.00061857834,0.000059677797,0.000076192126,0.00026237752,0.9825027,0.013154877],"study_design_scores_gemma":[0.0010484591,0.00040523632,0.009459012,0.00027099464,0.0015199453,0.00598527,0.00007294858,0.000031418967,0.00003036594,0.0052759796,0.9756957,0.00020466352],"about_ca_topic_score_codex":0.0016686219,"about_ca_topic_score_gemma":0.0007930536,"teacher_disagreement_score":0.5415037,"about_ca_system_score_codex":0.00034129107,"about_ca_system_score_gemma":0.0011568432,"threshold_uncertainty_score":0.9983161},"labels":[],"label_agreement":null},{"id":"W4400857921","doi":"10.1016/j.jneb.2024.06.008","title":"Spending Longer Time in the Kitchen Was Associated With Healthier Diet Among Japanese Older Women With Frailty","year":2024,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gerontology; Medicine; Psychology; Demography; Environmental health; Sociology","score_opus":0.01862315679198075,"score_gpt":0.30984503570100597,"score_spread":0.29122187890902523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400857921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99245334,0.00046825496,0.0000031786979,0.006201879,0.0002057726,0.000495253,0.0000061132246,0.000015507094,0.00015073441],"genre_scores_gemma":[0.99733895,0.00007098238,0.00021498713,0.0003891094,0.00030557852,0.00012377891,0.000029030043,0.000019537261,0.001508027],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99891764,0.000079730016,0.00031411977,0.00013361812,0.0003748842,0.00018001047],"domain_scores_gemma":[0.99931055,0.00010898039,0.0001527827,0.00010613714,0.00017713313,0.000144399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004633944,0.00011979638,0.0002255658,0.00026336254,0.000055811175,0.00009242654,0.00006337896,0.00008056584,0.00030834723],"category_scores_gemma":[0.000050237017,0.00006947955,0.000033396565,0.0003701713,0.00007595045,0.00030956164,0.000005628081,0.0004518725,0.000007728053],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023639374,0.05837856,0.6525226,0.0019266541,0.0004889299,0.0015500564,0.17501366,0.0000037041348,0.0047413628,0.000039456685,0.05940168,0.04356937],"study_design_scores_gemma":[0.002156541,0.0014422989,0.97640395,0.002801203,0.00024033585,0.0010243366,0.014550043,0.000012870285,0.000058050176,0.000020465075,0.0011822489,0.00010766519],"about_ca_topic_score_codex":0.000023420462,"about_ca_topic_score_gemma":0.000032339536,"teacher_disagreement_score":0.32388133,"about_ca_system_score_codex":0.00029516142,"about_ca_system_score_gemma":0.00021487667,"threshold_uncertainty_score":0.3376186},"labels":[],"label_agreement":null},{"id":"W4400874633","doi":"10.1016/j.gerinurse.2024.07.015","title":"Frailty means falling between the cracks: A qualitative study exploring emergency nurses’ understanding of frailty and its use in informing clinical decision-making related to acuity, care, and disposition","year":2024,"lang":"en","type":"article","venue":"Geriatric Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"John A. Hartford Foundation","keywords":"Falling (accident); Disposition; Qualitative research; Gerontology; Nursing; Clinical decision making; Gerontological nursing; Medicine; Emergency nursing; Psychology; Emergency department; Family medicine; Psychiatry; Sociology; Social psychology","score_opus":0.1643863686643518,"score_gpt":0.4534362598319138,"score_spread":0.289049891167562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400874633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893508,0.0018191157,0.0055077244,0.0003144904,0.0012877332,0.0014125344,0.000025509322,0.000094320465,0.00018776156],"genre_scores_gemma":[0.99784386,0.00027632937,0.0015872082,0.00001410533,0.00016860351,0.00003134787,0.00001072375,0.0000484149,0.000019433863],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99681634,0.00031698876,0.0013184332,0.00059296517,0.00055250444,0.0004027617],"domain_scores_gemma":[0.9964115,0.0027897223,0.00019110795,0.0002911733,0.00014477191,0.00017170388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015592359,0.00028430994,0.00060687837,0.0006120839,0.00025349704,0.000120192366,0.0001319273,0.00016174666,0.00001226281],"category_scores_gemma":[0.001798104,0.00023377815,0.00011298621,0.0014118013,0.000094072646,0.00085691456,0.00012815482,0.00065109844,0.000003234505],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034744688,0.00018234755,0.09632084,0.0003822798,0.00026054456,0.00007820154,0.6027474,0.00014428844,0.0001418359,0.0006037915,0.00006644146,0.2987246],"study_design_scores_gemma":[0.0026678166,0.0016529106,0.46913126,0.013060356,0.0010470394,0.000053329113,0.5007112,0.0030761645,0.00006652067,0.007863353,0.000060418548,0.0006096382],"about_ca_topic_score_codex":0.00009777936,"about_ca_topic_score_gemma":0.00011016942,"teacher_disagreement_score":0.37281042,"about_ca_system_score_codex":0.0004798119,"about_ca_system_score_gemma":0.00008928812,"threshold_uncertainty_score":0.9533196},"labels":[],"label_agreement":null},{"id":"W4400876005","doi":"10.1093/eurjpc/zwae239","title":"Cardiac rehabilitation and frailty: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"European Journal of Preventive Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Observational study; Meta-analysis; Hazard ratio; Randomized controlled trial; MEDLINE; CINAHL; Checklist; Physical therapy; Rehabilitation; Internal medicine; Confidence interval; Gerontology; Psychological intervention; Psychiatry","score_opus":0.0757833348677654,"score_gpt":0.36871101688216334,"score_spread":0.29292768201439795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400876005","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000012858726,0.9961085,0.00018624625,0.00055958005,0.00019176939,0.0020751993,0.000121429606,0.000015867818,0.0007401544],"genre_scores_gemma":[0.000034394387,0.9967229,0.0007035187,0.00015575475,0.00019285847,0.000048444104,0.00003292177,0.00007748821,0.0020317363],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.98744035,0.009338958,0.0022175873,0.0004944527,0.00029909008,0.00020958103],"domain_scores_gemma":[0.9961927,0.0010569203,0.0015079543,0.0005727879,0.00045316547,0.00021646664],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.006153041,0.00053074904,0.016063223,0.00070722285,0.000033932236,0.000034879322,0.00019292293,0.00011295107,0.000039899936],"category_scores_gemma":[0.0027480333,0.00030674963,0.0074272966,0.00059796585,0.00021160698,0.00007655758,0.00018584706,0.0008732023,0.000057871555],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028289453,0.0000071173163,0.0000013454071,0.62365746,0.36847472,0.00048847124,0.00007907813,1.1864828e-7,1.2614372e-7,0.000014445554,0.003060045,0.0042142062],"study_design_scores_gemma":[0.0001001189,0.0003932412,0.000018142038,0.08038837,0.7572593,0.0022154825,0.000028131744,1.2160557e-7,1.4497098e-8,0.000018147834,0.15942003,0.00015889615],"about_ca_topic_score_codex":6.5553957e-7,"about_ca_topic_score_gemma":2.2304854e-7,"teacher_disagreement_score":0.54326916,"about_ca_system_score_codex":0.00008488779,"about_ca_system_score_gemma":0.00011919614,"threshold_uncertainty_score":0.9999385},"labels":[],"label_agreement":null},{"id":"W4400936970","doi":"10.1101/2024.07.24.24310923","title":"Uncovering the multivariate genetic architecture of frailty with genomic structural equation modelling","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Wellcome Trust","keywords":"Genetic architecture; Etiology; Genome-wide association study; Multivariate statistics; Genetic association; Population; Gerontology; Biology; Medicine; Genetics; Genotype; Computer science; Machine learning; Single-nucleotide polymorphism; Pathology; Gene; Environmental health; Quantitative trait locus","score_opus":0.039788730210232603,"score_gpt":0.2791093288307905,"score_spread":0.23932059862055788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400936970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9364974,0.0012775296,0.059305433,0.0009315844,0.0005937552,0.0009527992,0.000055537097,0.00009978308,0.00028619368],"genre_scores_gemma":[0.9741626,0.00003820499,0.024809968,0.00006708347,0.00040553635,0.00004815009,0.000052522133,0.00009350177,0.00032242754],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980498,0.00008054487,0.00048264713,0.0005845173,0.0005111734,0.00029134465],"domain_scores_gemma":[0.99847525,0.00014116825,0.00024641867,0.0009239678,0.00012556769,0.000087617154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021074884,0.00038324005,0.0005010445,0.00015384509,0.000057561996,0.000044681437,0.00032632807,0.00023227127,0.00004811013],"category_scores_gemma":[0.0000686961,0.00022777001,0.00017183971,0.00016239523,0.00013619616,0.000016311616,0.0005385886,0.001433879,0.000018719318],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015516621,0.000012089542,0.0060588373,0.0013242438,0.00035341733,0.00004438978,0.0033576235,0.97659683,0.0075421166,0.0000472835,0.000010556925,0.00449747],"study_design_scores_gemma":[0.0011551138,0.00020463981,0.06811851,0.0026837133,0.0008710266,0.00015011997,0.000105114814,0.898791,0.0053609507,0.021866927,0.0002120026,0.00048086923],"about_ca_topic_score_codex":0.00067052,"about_ca_topic_score_gemma":0.000083253966,"teacher_disagreement_score":0.0778058,"about_ca_system_score_codex":0.00013535588,"about_ca_system_score_gemma":0.00028544624,"threshold_uncertainty_score":0.9288191},"labels":[],"label_agreement":null},{"id":"W4400969489","doi":"10.1016/j.compeleceng.2024.109466","title":"Development of gravitationally aligned pendant IMU frailty identifier","year":2024,"lang":"en","type":"article","venue":"Computers & Electrical Engineering","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Taipei Medical University; National Taipei University of Technology; Ministry of Science and Technology, Taiwan","keywords":"Identifier; Inertial measurement unit; Computer science; Aeronautics; Computer security; Geography; Engineering; Artificial intelligence; Computer network","score_opus":0.016507096268771913,"score_gpt":0.2674762721668583,"score_spread":0.2509691758980864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400969489","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24473277,0.001752486,0.75066805,0.0006071758,0.0011150497,0.0003647194,0.0000042548236,0.00048353136,0.00027197978],"genre_scores_gemma":[0.87404776,0.000008745716,0.12528692,0.00006859977,0.00014724724,0.0000156837,0.00004107492,0.000037613645,0.00034632295],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99866503,0.0000076793995,0.0003929933,0.00027494156,0.00037407575,0.00028524682],"domain_scores_gemma":[0.999418,0.00018173872,0.00002617553,0.00015709327,0.0000780271,0.00013891795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013349121,0.00016538925,0.00027213243,0.00028376415,0.000026695887,0.000033613556,0.00012214338,0.00006889441,0.000029432926],"category_scores_gemma":[0.00008329799,0.00015816958,0.000105397914,0.00054652954,0.000015770947,0.00007362198,0.00004834102,0.00017061949,0.00004642543],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007927844,0.0002934909,0.00017941234,0.001679059,0.0009952721,0.0005420167,0.0028483018,0.006921605,0.66319406,0.013343139,0.013433394,0.296491],"study_design_scores_gemma":[0.0014904798,0.0002941696,0.027332876,0.0015921522,0.00016669573,0.00034000023,0.000019859926,0.7912003,0.11409666,0.00026149297,0.062518805,0.00068652665],"about_ca_topic_score_codex":0.0000028785832,"about_ca_topic_score_gemma":6.768713e-7,"teacher_disagreement_score":0.7842787,"about_ca_system_score_codex":0.00016606745,"about_ca_system_score_gemma":0.00018870653,"threshold_uncertainty_score":0.6449968},"labels":[],"label_agreement":null},{"id":"W4401018334","doi":"10.1136/emermed-2024-213898","title":"Person-centred decisions in emergency care for older people living with frailty: principles and practice","year":2024,"lang":"en","type":"review","venue":"Emergency Medicine Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute","funders":"National Institute for Health and Care Research","keywords":"Medicine; Older people; Gerontology; MEDLINE; Medical emergency; Nursing","score_opus":0.14077840825673812,"score_gpt":0.41289020700073475,"score_spread":0.2721117987439966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401018334","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006212594,0.9811145,0.00042716842,0.004046257,0.005060315,0.0025378095,0.000051022293,0.00006997298,0.0066308146],"genre_scores_gemma":[0.00004093129,0.9617848,0.0013808024,0.000022774433,0.0032658032,0.00023169631,0.00010341887,0.00024854124,0.032921236],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9942836,0.00034877285,0.002319583,0.0009615366,0.001207369,0.00087909395],"domain_scores_gemma":[0.99531204,0.0013046699,0.0010842175,0.00064450415,0.0008856616,0.0007688873],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012010533,0.0009901066,0.0029260332,0.0011565968,0.00030288135,0.00002884892,0.00038411663,0.0004533089,0.008516853],"category_scores_gemma":[0.0122052245,0.0006135112,0.0006047673,0.0013796005,0.000097629156,0.00030915203,0.00013985635,0.0022576922,0.00004221838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015663372,0.00039237618,0.00114497,0.058209885,0.0018692325,0.00021266904,0.055469967,0.000002523418,0.0000020490033,0.000059812228,0.4801254,0.40235448],"study_design_scores_gemma":[0.0013559405,0.0006909936,0.00076119596,0.119304635,0.008349767,0.0056777946,0.020521635,0.000026665493,4.7543157e-8,0.000015268508,0.8427803,0.0005157947],"about_ca_topic_score_codex":0.00009918144,"about_ca_topic_score_gemma":0.0007897314,"teacher_disagreement_score":0.4018387,"about_ca_system_score_codex":0.00045731338,"about_ca_system_score_gemma":0.0011759716,"threshold_uncertainty_score":0.99963164},"labels":[],"label_agreement":null},{"id":"W4401086106","doi":"10.1080/08998280.2024.2381174","title":"The changing landscape of geriatric care in acute myeloid leukemia: a 5-year analysis of inpatient mortality predictors, trends in mortality, and chemotherapy use","year":2024,"lang":"en","type":"article","venue":"Baylor University Medical Center Proceedings","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Myeloid leukemia; Medicine; Inpatient care; Internal medicine; Intensive care medicine; Oncology; Emergency medicine; Health care","score_opus":0.013684810235147542,"score_gpt":0.260048900391699,"score_spread":0.24636409015655145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401086106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99820197,0.00021951228,0.00001300599,0.0005812422,0.00009402337,0.00022654468,0.00010492231,0.00003639682,0.00052241207],"genre_scores_gemma":[0.9987758,0.0008100861,0.000041910975,0.000054010103,0.000037339363,0.0000018207555,0.00008178186,0.000013125645,0.0001841611],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998226,0.000024775794,0.00037351414,0.00036322905,0.00070568296,0.00030681386],"domain_scores_gemma":[0.9993619,0.0000843907,0.00010488583,0.0001489901,0.00012250252,0.00017734527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041507004,0.0001666211,0.0004920402,0.0014510105,0.00003873167,0.000021242779,0.00019727701,0.00018258691,0.00007886592],"category_scores_gemma":[0.00009912043,0.00013297207,0.00016643095,0.0031657445,0.0002076776,0.00020563742,0.000184302,0.00035310473,3.1522958e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002638005,0.000097568736,0.9838288,0.00038365598,0.0008422163,0.00008990871,0.010745477,0.0000013171675,0.000046546964,0.00012977442,0.0002513882,0.003319545],"study_design_scores_gemma":[0.0026565157,0.00020040567,0.98440236,0.00037013425,0.00093112985,0.000007510951,0.005468784,0.0047790986,0.000120783036,0.0000039504403,0.0009418595,0.00011749797],"about_ca_topic_score_codex":0.0005439262,"about_ca_topic_score_gemma":0.00089017616,"teacher_disagreement_score":0.005276693,"about_ca_system_score_codex":0.00031754136,"about_ca_system_score_gemma":0.00012294886,"threshold_uncertainty_score":0.5422443},"labels":[],"label_agreement":null},{"id":"W4401094044","doi":"10.1097/sla.0000000000006458","title":"Improving Surgical Care and Outcomes in Older Cancer Patients Through Implementation of a Presurgical Toolkit (OPTI-Surg)—Final Results of a Phase III Cluster Randomized Trial (Alliance A231601CD)","year":2024,"lang":"en","type":"article","venue":"Annals of Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Randomized controlled trial; Alliance; Surgical procedures; Cluster (spacecraft); MEDLINE; Cluster randomised controlled trial; Surgery","score_opus":0.12031854519858075,"score_gpt":0.4240638359049566,"score_spread":0.30374529070637585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401094044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918161,0.0036462706,0.000014440025,0.0012865931,0.00050428574,0.0019635258,0.0005485049,0.000024721003,0.00019556763],"genre_scores_gemma":[0.9972581,0.0018624428,0.00012810009,0.0001001574,0.00012341667,0.00018124167,0.00018005398,0.000028161217,0.00013830332],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99618864,0.00028065816,0.0020589351,0.00045777686,0.00064835575,0.00036560395],"domain_scores_gemma":[0.9955812,0.0030631276,0.0005551681,0.00026660896,0.00043594246,0.000097941374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014343014,0.0002667684,0.0018304387,0.00023346914,0.000021476488,0.00001849994,0.00008024441,0.00015775459,0.00011797741],"category_scores_gemma":[0.0007746659,0.0002079438,0.00054060237,0.00032970833,0.0002483817,0.00034322916,0.000078215395,0.00021147562,7.7637554e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8844021,0.0012787839,0.03204686,0.002790831,0.00058104703,0.0001655696,0.005907254,0.000012717121,0.00016155942,0.000071223156,0.0038535828,0.06872847],"study_design_scores_gemma":[0.97697866,0.0006861072,0.010148082,0.0023468693,0.00027262792,0.000008204096,0.00072385743,0.00026746283,0.007159262,0.000039643906,0.0010876291,0.00028156603],"about_ca_topic_score_codex":0.0026671158,"about_ca_topic_score_gemma":0.00015020424,"teacher_disagreement_score":0.092576586,"about_ca_system_score_codex":0.000036645673,"about_ca_system_score_gemma":0.00032543187,"threshold_uncertainty_score":0.8479702},"labels":[],"label_agreement":null},{"id":"W4401153700","doi":"10.3389/ijph.2024.1607247","title":"Challenges and Solutions in Recruiting Older Vulnerable Adults in Research","year":2024,"lang":"en","type":"editorial","venue":"International Journal of Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal; Centre for Advancing Health Outcomes","funders":"Horizon 2020 Framework Programme; Canadian Institutes of Health Research; European Commission","keywords":"Public health; Gerontology; Medicine; Environmental health; Psychology; Nursing","score_opus":0.2992400853657733,"score_gpt":0.49205323086175096,"score_spread":0.19281314549597767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401153700","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004021147,0.062259234,0.000029247956,0.28106463,0.6472749,0.0005731657,0.00008410203,0.000025999669,0.0046675694],"genre_scores_gemma":[0.11110553,0.10120035,0.0007168239,0.00034886596,0.784194,0.00005295268,0.00015452287,0.00010123085,0.0021257126],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936867,0.0009334569,0.0014401042,0.00041754937,0.0027720782,0.00075014844],"domain_scores_gemma":[0.9941547,0.002321142,0.00041837408,0.00019601676,0.0024775981,0.00043217],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.016647125,0.00020443616,0.0006538178,0.003236039,0.000059886253,0.00015129392,0.0004528894,0.00047078123,0.00005286658],"category_scores_gemma":[0.014792152,0.00018670254,0.00009766384,0.0003768609,0.00011164318,0.00035480087,0.00022880387,0.005992177,0.000017716191],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009126613,0.00034365972,0.00013202908,0.0007495063,0.00011848314,0.0007299442,0.0071704644,0.0000024411997,0.0000019530764,0.00046754334,0.75515276,0.23503998],"study_design_scores_gemma":[0.00352633,0.00057905953,0.0041761384,0.016951757,0.0000073693436,0.0004601128,0.0035279158,0.00021081996,9.600711e-7,0.0010935266,0.9693154,0.00015059876],"about_ca_topic_score_codex":0.0010216014,"about_ca_topic_score_gemma":0.0045774267,"teacher_disagreement_score":0.28071576,"about_ca_system_score_codex":0.0026168064,"about_ca_system_score_gemma":0.0061217966,"threshold_uncertainty_score":0.99951255},"labels":[],"label_agreement":null},{"id":"W4401212063","doi":"10.1097/01.cot.0001028156.74447.86","title":"Cancer Care Challenges for Individuals With Intellectual Disabilities","year":2024,"lang":"en","type":"article","venue":"Oncology Times","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cancer; Intellectual disability; Psychology; Medicine; Gerontology; Psychiatry; Internal medicine","score_opus":0.04091093786537178,"score_gpt":0.3510642696961553,"score_spread":0.31015333183078353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401212063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37833717,0.22424075,0.0002600396,0.13559408,0.0022547103,0.0033765647,0.00050665217,0.0011009256,0.25432912],"genre_scores_gemma":[0.9351303,0.002282689,0.003534599,0.00060679385,0.0008436161,0.0010745182,0.00008557929,0.00007121816,0.056370687],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991395,0.00003072327,0.00014250407,0.0003103987,0.00012537211,0.00025150346],"domain_scores_gemma":[0.9980009,0.0016331773,0.000019042038,0.00017512977,0.000097308104,0.000074423166],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009038361,0.00014657041,0.00031020987,0.00008768077,0.000048203892,0.000015151229,0.000077001765,0.00015155913,0.0012896856],"category_scores_gemma":[0.0003731801,0.00010207325,0.00006656172,0.0000814944,0.0002716925,0.0000564096,0.00003348004,0.00017669184,0.00009885913],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046322818,0.00019773674,0.0050393897,0.0027168188,0.0010122196,0.00006109902,0.18132949,0.000014054873,0.00011087219,0.0032626798,0.26439124,0.54140115],"study_design_scores_gemma":[0.0010597132,0.0028602032,0.0006827626,0.00048438634,0.0002846094,0.0000976767,0.032598775,0.000064486434,0.0011804458,0.00035292195,0.96018136,0.00015263456],"about_ca_topic_score_codex":0.000031959913,"about_ca_topic_score_gemma":0.00036908805,"teacher_disagreement_score":0.6957902,"about_ca_system_score_codex":0.00026738583,"about_ca_system_score_gemma":0.00049905776,"threshold_uncertainty_score":0.9996233},"labels":[],"label_agreement":null},{"id":"W4401215257","doi":"10.1007/s41999-024-01026-6","title":"Agreement and predictive value of the clinical frailty scale in hospitalized older patients","year":2024,"lang":"en","type":"article","venue":"European Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Predictive value; Predictive validity; Geriatrics; Emergency medicine; Internal medicine; Psychiatry; Clinical psychology","score_opus":0.019129226106871604,"score_gpt":0.3026760582331776,"score_spread":0.283546832126306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401215257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9691656,0.0020532748,0.00012981961,0.0036003129,0.0018296089,0.0010729333,0.000024595573,0.00005227042,0.022071574],"genre_scores_gemma":[0.99579775,0.00046087996,0.00022107134,0.00057571876,0.00071455305,0.0000080982645,0.000029016226,0.00004302657,0.0021498753],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972769,0.00046474193,0.000945851,0.00047308137,0.0005934144,0.0002459889],"domain_scores_gemma":[0.9988294,0.00023208726,0.00014855049,0.0005024016,0.00010730174,0.00018023366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013131066,0.0002103279,0.0004992632,0.00018199808,0.000033825483,0.000008528191,0.00018776522,0.00006631976,0.00022903703],"category_scores_gemma":[0.0009322,0.00012306677,0.00011031637,0.00062202616,0.0003868206,0.00005894448,0.00020877061,0.0004262174,0.00004049206],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025202584,0.00048673266,0.9019563,0.0006187955,0.00016942405,0.00010497081,0.004449443,0.0000053408053,0.0001562363,0.00006388481,0.04922827,0.042508535],"study_design_scores_gemma":[0.0057237684,0.0011164361,0.98190624,0.0015346493,0.00024361245,0.000014058568,0.00010465497,0.000400474,0.000042325548,0.000051660503,0.008754717,0.00010742002],"about_ca_topic_score_codex":0.000046435125,"about_ca_topic_score_gemma":0.0000032121764,"teacher_disagreement_score":0.079949886,"about_ca_system_score_codex":0.00006213735,"about_ca_system_score_gemma":0.00007477918,"threshold_uncertainty_score":0.50185174},"labels":[],"label_agreement":null},{"id":"W4401284922","doi":"10.1136/bmjopen-2023-076328","title":"Protocol for the process evaluation of the GOAL trial: investigating how comprehensive geriatric assessment (CGA) improves patient-centred goal attainment in older adults with chronic kidney disease in the outpatient setting","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"National Health and Medical Research Council; Western Sydney University; Faculty of Health and Medical Sciences, University of Western Australia; Townsville Hospital and Health Service; Royal Adelaide Hospital; University of Western Sydney; Griffith University; University of Toronto; University of New England; Flinders University; Faculty of Medicine and Health, University of Sydney; James Cook University; University of New South Wales; University of Queensland; University of Tasmania; University of Sydney; Monash University; Western Sydney Local Health District","keywords":"Medicine; Goal setting; Protocol (science); Kidney disease; Disease; Physical therapy; Gerontology; Family medicine; Alternative medicine; Internal medicine; Pathology","score_opus":0.06850002062635922,"score_gpt":0.41387764453630255,"score_spread":0.3453776239099433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401284922","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34536192,0.000070941496,0.000017423872,0.0153196985,0.00019449688,0.63889253,0.000049518898,0.000018014776,0.00007545303],"genre_scores_gemma":[0.5607381,3.9872538e-7,0.00017979098,0.0003854786,0.00011121438,0.43849397,0.000039523886,0.000025690972,0.0000258264],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9960247,0.00085228716,0.00069714483,0.0005193666,0.001526451,0.0003799965],"domain_scores_gemma":[0.99769473,0.0006076279,0.0004934689,0.0006937153,0.00038970585,0.00012077134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016575046,0.00028042446,0.000350019,0.000088127934,0.0001648724,0.000227402,0.0005700588,0.00006440374,0.00001888079],"category_scores_gemma":[0.0015169409,0.0001303652,0.00010498221,0.0006044734,0.00012553824,0.00025144793,0.00027943353,0.0004118793,8.8974446e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.110254556,0.0088281,0.15966305,0.05597149,0.001308489,0.00010398819,0.302254,0.023006704,0.0020174969,0.00034635476,0.0262673,0.30997851],"study_design_scores_gemma":[0.18031982,0.004597998,0.30879164,0.025029507,0.0007924014,0.000013080751,0.033719078,0.4436224,0.0008147228,0.00024357489,0.0014669268,0.0005888448],"about_ca_topic_score_codex":0.00022279003,"about_ca_topic_score_gemma":0.0002683624,"teacher_disagreement_score":0.42061573,"about_ca_system_score_codex":0.00069550937,"about_ca_system_score_gemma":0.0038757224,"threshold_uncertainty_score":0.68753654},"labels":[],"label_agreement":null},{"id":"W4401304576","doi":"10.1016/j.heliyon.2024.e35352","title":"Nonmedical problems among older adults visiting the emergency department for low acuity conditions: A prospective multicentre cohort study","year":2024,"lang":"en","type":"article","venue":"Heliyon","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Université de Sherbrooke; Université Laval","funders":"","keywords":"Emergency department; Prospective cohort study; Medicine; Cohort study; Cohort; Gerontology; Emergency medicine; Pediatrics; Medical emergency; Psychiatry; Internal medicine","score_opus":0.010056271105871515,"score_gpt":0.2997152441537227,"score_spread":0.28965897304785115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401304576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9800593,0.001740117,0.00065436796,0.0014618561,0.0009050897,0.014283047,0.000118970085,0.0003036951,0.0004735135],"genre_scores_gemma":[0.99309766,0.00024632146,0.00012332968,0.00013688387,0.00058081595,0.004110136,0.00015933113,0.000057756144,0.0014877903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997621,0.00007996142,0.00052362576,0.00066924584,0.0006352012,0.00047094416],"domain_scores_gemma":[0.9988283,0.00023517518,0.000086875,0.0004225565,0.0002348466,0.00019226912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048744367,0.00027106298,0.00033444073,0.00008040629,0.00025540785,0.00005288742,0.00013961253,0.00011135266,0.00062058953],"category_scores_gemma":[0.00044308483,0.00018126827,0.00017699326,0.00028516792,0.00010549595,0.00014919364,0.000077594,0.00040283563,0.0001349386],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017308896,0.0020196815,0.9720391,0.0034610163,0.00078307267,0.00016378098,0.013061532,0.000016245514,0.0001183173,0.00007988651,0.004615513,0.0034687421],"study_design_scores_gemma":[0.0034206326,0.0006553246,0.98288417,0.0035689275,0.0005522779,0.00003986254,0.0035565633,0.003967645,0.00034127978,0.00006457569,0.0007129227,0.0002358329],"about_ca_topic_score_codex":0.00004677744,"about_ca_topic_score_gemma":0.00044947295,"teacher_disagreement_score":0.013038292,"about_ca_system_score_codex":0.00025639636,"about_ca_system_score_gemma":0.000100597426,"threshold_uncertainty_score":0.7391906},"labels":[],"label_agreement":null},{"id":"W4401362827","doi":"10.1177/00031348241269398","title":"Modified Frailty Index for Patients Undergoing Surgery for Colorectal Cancer: Analysis of the National Inpatient Sample From 2015 to 2019","year":2024,"lang":"en","type":"article","venue":"The American Surgeon","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Perioperative; Confidence interval; Odds ratio; Colorectal cancer; Retrospective cohort study; Internal medicine; Surgery; Cancer","score_opus":0.03435324386685806,"score_gpt":0.32540251474842125,"score_spread":0.2910492708815632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401362827","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98693484,0.000103806145,0.0027412055,0.003938481,0.00058113516,0.0010831445,0.004543001,0.00004199618,0.00003239275],"genre_scores_gemma":[0.99749935,0.000042853695,0.00023853753,0.0009860313,0.00012977705,0.00032424484,0.000575035,0.0000325458,0.00017160107],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832976,0.000075712436,0.00041580893,0.00032631343,0.00057217514,0.0002802257],"domain_scores_gemma":[0.9908915,0.008122834,0.0002480749,0.00026148712,0.0003881149,0.00008797315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003582424,0.00016599907,0.00056798075,0.00029707135,0.00009727179,0.00002235272,0.00017793081,0.000037091908,0.000047082438],"category_scores_gemma":[0.0017764181,0.00010511615,0.00047186055,0.0014520657,0.00014988755,0.00004871258,0.00007515016,0.00010236112,0.0000029885996],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025030647,0.0003555046,0.7772207,0.00015151601,0.0047960286,4.95092e-7,0.0023182963,0.013156625,0.0007554267,0.00012225879,0.15637381,0.04224622],"study_design_scores_gemma":[0.00068310334,0.00035066635,0.9500448,0.00023995002,0.0012414579,2.920186e-7,0.00022056713,0.03827831,0.0009308187,0.0005074342,0.007278641,0.00022394322],"about_ca_topic_score_codex":0.012204948,"about_ca_topic_score_gemma":0.0038743794,"teacher_disagreement_score":0.17282405,"about_ca_system_score_codex":0.00031301222,"about_ca_system_score_gemma":0.0005748513,"threshold_uncertainty_score":0.99437284},"labels":[],"label_agreement":null},{"id":"W4401411938","doi":"10.1093/ageing/afae139.105","title":"2358 Evaluation of a novel screening protocol for respiratory viral infections in long-term care homes","year":2024,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Medicine; Delirium; Public health; Protocol (science); Coronavirus disease 2019 (COVID-19); Intensive care medicine; Gerontology; Pediatrics; Internal medicine; Alternative medicine; Pathology; Disease; Infectious disease (medical specialty)","score_opus":0.0759242654041141,"score_gpt":0.3996028695506234,"score_spread":0.3236786041465093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401411938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9306762,0.00064265187,0.004578084,0.000108975604,0.000069112444,0.06316711,0.000010890485,0.00006313396,0.00068382215],"genre_scores_gemma":[0.95739216,0.0000014540913,0.0005654451,0.000055818087,0.00012764739,0.041760866,0.000017267512,0.000015131149,0.00006420641],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993651,0.000022155611,0.00017806691,0.00015932127,0.00016852817,0.000106853455],"domain_scores_gemma":[0.9996877,0.00007000369,0.000028862229,0.00009527158,0.00008988112,0.000028304383],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027193612,0.00007242725,0.00012431618,0.00016278344,0.000039048507,0.00002551025,0.000021654983,0.000049324786,0.000013179435],"category_scores_gemma":[0.00015158368,0.00006462778,0.00004265931,0.00013669515,0.000027077342,0.00012354636,0.00002112966,0.000103583174,5.7860024e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014214711,0.00020589844,0.059268087,0.0076568644,0.00012857316,0.00092676096,0.007137027,0.00022409656,0.03219195,0.00013715043,0.0002738695,0.8917076],"study_design_scores_gemma":[0.013776402,0.0011501163,0.9500785,0.012814971,0.00031545994,0.000045358385,0.00078715914,0.01218854,0.0042663054,0.00012246436,0.004176623,0.00027810896],"about_ca_topic_score_codex":0.000059051472,"about_ca_topic_score_gemma":0.0002551781,"teacher_disagreement_score":0.8914295,"about_ca_system_score_codex":0.000048412065,"about_ca_system_score_gemma":0.000077007346,"threshold_uncertainty_score":0.2635444},"labels":[],"label_agreement":null},{"id":"W4401412972","doi":"10.1093/ageing/afae139.024","title":"2159 Feasibility study: the use of the Edmonton frail scale in a psychiatric inpatient facility","year":2024,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Mental health; Neuropsychiatry; Depression (economics); Multidisciplinary approach; Psychiatry; Test (biology); Gerontology","score_opus":0.05953209438860552,"score_gpt":0.3010435191699713,"score_spread":0.24151142478136578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401412972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963207,0.0006895547,0.00002295361,0.0015900757,0.00019962482,0.00090342003,0.000014111225,0.000026267446,0.0002332892],"genre_scores_gemma":[0.9992501,0.000028788028,0.000054904238,0.00020261237,0.000037317437,0.000016933622,0.0000021498201,0.000005763196,0.0004013882],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899566,0.000124112,0.00026069646,0.00025012376,0.00022876322,0.00014065858],"domain_scores_gemma":[0.9993164,0.00015248888,0.000032955773,0.00043808538,0.000023823754,0.000036260317],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031064253,0.00009848364,0.00016993345,0.000047157562,0.00006858215,0.000038473358,0.00008640725,0.000040604602,0.000017308492],"category_scores_gemma":[0.0001837136,0.000050826045,0.00006916597,0.000382937,0.00008947272,0.00009145378,0.00010586847,0.00028761907,0.0000032982873],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007907799,0.00061865157,0.90164584,0.0003313941,0.000051910847,0.00047661364,0.017443374,0.000022679189,0.00066114875,0.000012770374,0.0012000606,0.077456474],"study_design_scores_gemma":[0.0005268769,0.00015900489,0.9954102,0.00015549254,0.00005805902,0.000005645478,0.00067792955,0.00034067247,0.000055825534,0.00012568542,0.002430685,0.000053929973],"about_ca_topic_score_codex":0.00183774,"about_ca_topic_score_gemma":0.004123477,"teacher_disagreement_score":0.09376435,"about_ca_system_score_codex":0.00004391408,"about_ca_system_score_gemma":0.000038456023,"threshold_uncertainty_score":0.27781254},"labels":[],"label_agreement":null},{"id":"W4401481424","doi":"10.1007/978-3-031-32499-4_1","title":"Age-Friendly Health Systems and the Geriatric 5Ms: Frameworks for Teaching Geriatrics","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Geriatrics; Gerontology; Medicine; Geriatric care; Medical education; Nursing; Psychiatry","score_opus":0.01708313370608218,"score_gpt":0.2917449025154682,"score_spread":0.27466176880938603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401481424","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000021364742,0.08359276,0.01998054,0.02982992,0.0057155644,0.008117542,0.00025390202,0.0006524267,0.85183597],"genre_scores_gemma":[0.0023867195,0.0032399287,0.0045432565,0.0022639805,0.003694873,0.00017668141,0.0001706653,0.00025889673,0.983265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972748,0.00004782646,0.0009010802,0.0007551009,0.0005213226,0.00049984566],"domain_scores_gemma":[0.99728066,0.0011423364,0.00035585646,0.0008198591,0.00011824963,0.0002830214],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0014094149,0.0005764779,0.0013046553,0.00034438111,0.00025641016,0.00023341413,0.00022313993,0.0011228143,0.00007755743],"category_scores_gemma":[0.00033308056,0.00035455145,0.00036898477,0.000062501895,0.00025951443,0.00005415179,0.00017660827,0.0028907014,0.00008259463],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018463164,0.000016449103,0.0000018091113,0.004217796,0.00040569532,0.000069613765,0.0010218383,0.0000059290287,5.313705e-7,0.7887078,0.19188055,0.013487374],"study_design_scores_gemma":[0.002633283,0.0005189886,0.0000046330497,0.002086699,0.0007743403,0.00039670552,0.00033454222,0.0013338948,2.3133366e-7,0.024377387,0.96711946,0.00041986434],"about_ca_topic_score_codex":0.0003460361,"about_ca_topic_score_gemma":0.00003751399,"teacher_disagreement_score":0.7752389,"about_ca_system_score_codex":0.00028729843,"about_ca_system_score_gemma":0.00029901776,"threshold_uncertainty_score":0.9998906},"labels":[],"label_agreement":null},{"id":"W4401516318","doi":"10.11606/t.25.2017.tde-09052018-213716","title":"Qualidade de vida e síndrome da fragilidade em idosos","year":2017,"lang":"pt","type":"dissertation","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Humanities; Psychology; Quality of life (healthcare); Sociology; Medicine; Art","score_opus":0.03301971145286227,"score_gpt":0.3456473257809425,"score_spread":0.31262761432808023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401516318","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77896833,0.003587749,0.0013617957,0.0040832963,0.010151018,0.0039227367,0.00037143374,0.0008742669,0.19667934],"genre_scores_gemma":[0.55114067,0.00024016624,0.0006372426,0.00097554264,0.0011174034,0.00015289018,0.0030561336,0.00026189332,0.44241807],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99297696,0.00030471862,0.001592303,0.001674472,0.0016538225,0.0017977081],"domain_scores_gemma":[0.9931607,0.0005074488,0.0012287106,0.0033857126,0.0005484033,0.0011689708],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0008672934,0.0014726651,0.0020173842,0.0006009073,0.000706125,0.0008036143,0.0016736365,0.002301413,0.0142035885],"category_scores_gemma":[0.002673202,0.0014444225,0.0007542749,0.00028429576,0.00021226714,0.00043999194,0.00013153812,0.0024295978,0.0072231013],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038578052,0.0046440465,0.04102346,0.024850206,0.0076446994,0.0074254335,0.216367,0.00009909388,0.06904208,0.005482669,0.27258202,0.34698147],"study_design_scores_gemma":[0.034687296,0.0055838204,0.4351316,0.03626027,0.010098334,0.00244626,0.17156145,0.0071568517,0.10751485,0.002725569,0.17420544,0.012628256],"about_ca_topic_score_codex":0.0036478564,"about_ca_topic_score_gemma":0.0020842932,"teacher_disagreement_score":0.39410815,"about_ca_system_score_codex":0.0006755403,"about_ca_system_score_gemma":0.0015025235,"threshold_uncertainty_score":0.99987185},"labels":[],"label_agreement":null},{"id":"W4401555437","doi":"10.1016/j.clnesp.2024.07.1060","title":"Exploring the acceptability of and adherence to prehabilitation and rehabilitation in patients undergoing major abdominal surgery: A systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Clinical Nutrition ESPEN","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Medical Research Council; Ministerstvo Obrany České Republiky; Versus Arthritis; European Society for Clinical Nutrition and Metabolism","keywords":"Prehabilitation; Medicine; Rehabilitation; Meta-analysis; Psychological intervention; Physical therapy; Abdominal surgery; Surgery; Nursing; Internal medicine","score_opus":0.3077259975388294,"score_gpt":0.4576684631685432,"score_spread":0.1499424656297138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401555437","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0043969424,0.984003,0.000009308733,0.0018422129,0.000055536286,0.009584093,0.00008216554,0.000018843157,0.000007904923],"genre_scores_gemma":[0.010914209,0.9847284,0.0011934171,0.00013332977,0.000022452192,0.0028894485,0.0000671072,0.00002667759,0.000024982002],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99364626,0.0018653008,0.0031689054,0.0007935646,0.00035869417,0.00016725193],"domain_scores_gemma":[0.9792246,0.019073788,0.00064140285,0.00064693147,0.00025261776,0.00016063864],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0049135876,0.00034381397,0.006661598,0.00043812205,0.00003760405,0.00004784141,0.00011053318,0.00015434633,0.000057466143],"category_scores_gemma":[0.020506619,0.00020850317,0.0013836543,0.0011932967,0.0002600344,0.00022568359,0.00014671941,0.0004065137,0.000007846983],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003739724,0.0002676243,0.0006774852,0.95370346,0.0076072603,0.0000010598714,0.00019717413,4.1409418e-8,9.50722e-9,0.000013712712,0.00013529655,0.03735949],"study_design_scores_gemma":[0.0007166239,0.0011592798,0.012634349,0.19071704,0.792876,0.000008202248,0.0002504185,0.000009851258,7.2667454e-8,0.00030663903,0.0010225646,0.00029893094],"about_ca_topic_score_codex":0.000026265723,"about_ca_topic_score_gemma":0.000110525776,"teacher_disagreement_score":0.7852688,"about_ca_system_score_codex":0.00010113767,"about_ca_system_score_gemma":0.000091628106,"threshold_uncertainty_score":0.9877441},"labels":[],"label_agreement":null},{"id":"W4401603179","doi":"10.3389/fcvm.2024.1441336","title":"The association of frailty on cardiac rehabilitation goal achievement","year":2024,"lang":"en","type":"article","venue":"Frontiers in Cardiovascular Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Logistic regression; Rehabilitation; Frailty Index; Gerontology; Odds; Marital status; Cardiovascular health; Odds ratio; Physical therapy; Internal medicine; Population; Disease","score_opus":0.008514074993687873,"score_gpt":0.2552915931648502,"score_spread":0.2467775181711623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401603179","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14763078,0.5974038,0.021685299,0.13488224,0.049437597,0.0077556204,0.0001119944,0.0006365837,0.04045605],"genre_scores_gemma":[0.9883716,0.002505707,0.002935511,0.00031745012,0.0015432352,0.00020078885,0.00009902028,0.000075976895,0.0039507234],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99682945,0.00033412635,0.00055558723,0.0004065936,0.0015532365,0.00032098644],"domain_scores_gemma":[0.99816316,0.0007037056,0.00007533174,0.0007995701,0.00016644518,0.0000917849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040838774,0.00019929063,0.00081365055,0.00029252787,0.00006425876,0.000013246322,0.00013654401,0.00016488774,0.0000103547045],"category_scores_gemma":[0.0022584808,0.00013185595,0.0006941217,0.0006430525,0.00019541425,0.0000667621,0.000031033494,0.0004690908,0.000015276677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041429757,0.00014280059,0.1557066,0.000982609,0.0073231473,0.00008374907,0.0035892017,0.0004947757,0.00045495763,0.0011312545,0.42731827,0.40235832],"study_design_scores_gemma":[0.0026953565,0.0011346505,0.28256744,0.0017471726,0.0011227379,0.0000061346996,0.0018626292,0.000783451,0.00037205088,0.00082258973,0.7067065,0.00017927274],"about_ca_topic_score_codex":0.000110051486,"about_ca_topic_score_gemma":0.00000822346,"teacher_disagreement_score":0.8407408,"about_ca_system_score_codex":0.0010072222,"about_ca_system_score_gemma":0.000109625056,"threshold_uncertainty_score":0.53769296},"labels":[],"label_agreement":null},{"id":"W4401611812","doi":"10.2196/50617","title":"Investigating Frailty, Polypharmacy, Malnutrition, Chronic Conditions, and Quality of Life in Older Adults: Large Population-Based Study","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Frailty in Older Adults","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Polypharmacy; Preprint; Malnutrition; Environmental health; Quality of life (healthcare); Medicine; Gerontology; Intensive care medicine; Computer science; World Wide Web; Nursing","score_opus":0.051170076559744246,"score_gpt":0.38415517892488343,"score_spread":0.3329851023651392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401611812","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690253,0.008578289,0.00004285541,0.020119606,0.00011184705,0.0017115185,0.0002504161,0.000116256655,0.00004386945],"genre_scores_gemma":[0.99632174,0.00015447731,0.00011423912,0.0024755725,0.00012409924,0.00020107959,0.00054353423,0.000022648046,0.00004261441],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973894,0.00047689714,0.0009015296,0.00044098584,0.00034780285,0.00044341313],"domain_scores_gemma":[0.99838656,0.0004600985,0.0001644653,0.00024002102,0.00012924486,0.0006196334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016853147,0.00017616453,0.0005375046,0.00029677307,0.00011468398,0.000057117857,0.000059833255,0.00008162486,0.00008560324],"category_scores_gemma":[0.0009147784,0.00016941343,0.000037793492,0.0006056464,0.00007031214,0.00017456462,0.000036835358,0.0003174912,0.0000026682917],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032335953,0.0004061557,0.9896529,0.004585299,0.00002007849,0.000003892033,0.0011271496,7.56455e-7,0.0000118695,0.0002876915,0.0009620988,0.0029098042],"study_design_scores_gemma":[0.005892632,0.00030203187,0.9886244,0.0005222942,0.0000010820584,0.0000048591614,0.0008740503,0.0025836534,9.4312674e-7,0.00004294571,0.0010098381,0.00014130193],"about_ca_topic_score_codex":0.0021350263,"about_ca_topic_score_gemma":0.0036692668,"teacher_disagreement_score":0.027296394,"about_ca_system_score_codex":0.0001789222,"about_ca_system_score_gemma":0.0013018205,"threshold_uncertainty_score":0.69084793},"labels":[],"label_agreement":null},{"id":"W4401636567","doi":"10.3390/curroncol31080349","title":"A Novel Frailty Index Can Predict the Short-Term Outcomes of Esophagectomy in Older Patients with Esophageal Cancer","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health; Boston Scientific Corporation; Intuitive Surgical; Memorial Sloan-Kettering Cancer Center; Genentech; AstraZeneca; Bristol-Myers Squibb","keywords":"Medicine; Esophagectomy; Interquartile range; Esophageal cancer; Frailty Index; Logistic regression; Complication; Internal medicine; Surgery; Cancer","score_opus":0.06924962013644229,"score_gpt":0.38981278027962757,"score_spread":0.3205631601431853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401636567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99113756,0.0026728618,0.00019906521,0.0020223472,0.0020551195,0.0012814227,0.00021474501,0.00007630109,0.000340584],"genre_scores_gemma":[0.9988014,0.00006864376,0.00006314572,0.00019135371,0.00019246839,0.00028817542,0.000082900704,0.00004049234,0.00027139985],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981572,0.00006505323,0.0004823965,0.00043324873,0.00045304472,0.00040903673],"domain_scores_gemma":[0.99896556,0.00027756233,0.000084567044,0.00039032067,0.0001521329,0.00012982909],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016914273,0.00026886497,0.00059240975,0.00023271656,0.000035757974,0.000014335596,0.00023075906,0.00016001251,0.0002474048],"category_scores_gemma":[0.00009178742,0.00015830327,0.000104776336,0.00043736622,0.0002919272,0.00007632218,0.00011119881,0.00070872804,0.0000069130506],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012892074,0.0010891809,0.9259477,0.00031865702,0.00017809376,0.00005909386,0.0018196024,0.000017870098,0.000026456399,0.00004145653,0.0015339885,0.06883893],"study_design_scores_gemma":[0.0043068146,0.0005413966,0.9896273,0.0005753139,0.0001849587,0.00001864613,0.000066604196,0.00063030294,0.00007131848,0.000014451135,0.003826026,0.00013683709],"about_ca_topic_score_codex":0.00025537852,"about_ca_topic_score_gemma":0.0018965882,"teacher_disagreement_score":0.068702094,"about_ca_system_score_codex":0.00046809085,"about_ca_system_score_gemma":0.00064202223,"threshold_uncertainty_score":0.64554197},"labels":[],"label_agreement":null},{"id":"W4401657367","doi":"10.1186/s12877-024-05275-9","title":"Association between frailty and hypoproteinaemia in older patients: meta-analysis and systematic review","year":2024,"lang":"en","type":"review","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rehabilitation; Association (psychology); Meta-analysis; Gerontology; MEDLINE; Physical therapy; Internal medicine; Psychotherapist","score_opus":0.08479899422000763,"score_gpt":0.35189380981591106,"score_spread":0.2670948155959034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401657367","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000018006705,0.9921819,0.000052650357,0.00014531097,0.00009418183,0.007093447,0.00029629207,0.00005880738,0.000059419002],"genre_scores_gemma":[0.00001280032,0.99478894,0.00072729593,0.000103703496,0.00011884174,0.0009196982,0.0006013525,0.000079450176,0.002647892],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99511254,0.00070943916,0.0021675853,0.00083616434,0.0008205806,0.0003537055],"domain_scores_gemma":[0.9965117,0.0010034689,0.001306135,0.000771767,0.0002187391,0.00018820503],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019562459,0.0006807017,0.010634155,0.0009872533,0.000038230613,0.00010150107,0.00016805556,0.00064033625,0.00006887529],"category_scores_gemma":[0.003668588,0.00045311137,0.0019929335,0.002939825,0.000022281934,0.000093430994,0.00018524117,0.0007113086,0.0000829292],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[5.724062e-7,0.000032110038,0.0013441155,0.9425979,0.050022256,0.000008534758,0.00003079084,1.7464906e-8,1.5307978e-9,0.0000028543086,0.0011542778,0.004806519],"study_design_scores_gemma":[0.00026375346,0.000039827977,0.0006791339,0.11874542,0.8589081,0.0000073455426,0.0000036971037,0.0000021440617,2.549169e-8,0.00001529674,0.02099141,0.0003438436],"about_ca_topic_score_codex":0.00008223874,"about_ca_topic_score_gemma":0.00007688851,"teacher_disagreement_score":0.82385254,"about_ca_system_score_codex":0.00057050516,"about_ca_system_score_gemma":0.00019946761,"threshold_uncertainty_score":0.99979204},"labels":[],"label_agreement":null},{"id":"W4401660049","doi":"10.1016/j.gerinurse.2024.08.013","title":"Prediction of postoperative mortality in older surgical patients by clinical frailty scale: A systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Geriatric Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Science Foundation of Hunan Province; Hunan Provincial Science and Technology Department; Health Commission of Hunan Province","keywords":"Meta-analysis; Medicine; Frailty Index; Scale (ratio); MEDLINE; Gerontology; Intensive care medicine; Internal medicine; Geography; Biology","score_opus":0.12219641088835194,"score_gpt":0.4285240801442509,"score_spread":0.306327669255899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401660049","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001326693,0.9923055,0.000017727563,0.00021885354,0.00026344907,0.0058223917,0.0010255348,0.000044005927,0.00016982238],"genre_scores_gemma":[0.00023759944,0.9975691,0.00010627862,0.000084575084,0.000053013748,0.00030998315,0.0009324266,0.00005560808,0.0006514533],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9925799,0.0015242763,0.0038982737,0.0009750668,0.00070561643,0.00031686117],"domain_scores_gemma":[0.99721754,0.00044887426,0.0010470236,0.00082539575,0.00023967052,0.00022152526],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018999751,0.0006248655,0.013564699,0.0005766749,0.000035985344,0.00003456015,0.00016682531,0.0005438634,0.0001522273],"category_scores_gemma":[0.00052581116,0.00039681842,0.0031906597,0.0025634698,0.00017286884,0.00009716736,0.00006523874,0.0008613244,0.000017235356],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006614126,0.0005850794,0.00018902446,0.9211068,0.06407943,0.00002863083,0.00011971519,6.992671e-8,1.080729e-8,0.0000020299694,0.0042347545,0.009647804],"study_design_scores_gemma":[0.0004277345,0.00014054429,0.00030184584,0.14617658,0.8488037,0.000056911173,0.000011532532,0.000012550932,6.8951174e-8,0.0000041527746,0.003847712,0.00021668713],"about_ca_topic_score_codex":0.000046273875,"about_ca_topic_score_gemma":0.000007174298,"teacher_disagreement_score":0.78472424,"about_ca_system_score_codex":0.00029578782,"about_ca_system_score_gemma":0.00020490553,"threshold_uncertainty_score":0.99984837},"labels":[],"label_agreement":null},{"id":"W4401672511","doi":"10.2196/59762","title":"Assessing the Impact of Frailty on Infection Risk in Older Adults: Prospective Observational Cohort Study","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Frailty in Older Adults","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Epidemiology; Observational study; Hazard ratio; Cohort study; Public health; Infectious disease (medical specialty); Prospective cohort study; Incidence (geometry); Gerontology; Disease; Environmental health; Proportional hazards model; Cohort; Confidence interval; Internal medicine; Pathology","score_opus":0.04933165636917788,"score_gpt":0.3992596839551807,"score_spread":0.34992802758600283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401672511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921487,0.0004581023,0.00006505026,0.0035970288,0.00016152117,0.00268992,0.000030356829,0.000077962206,0.0007713343],"genre_scores_gemma":[0.99900776,0.00015923813,0.000022295457,0.0002431734,0.00012830622,0.0002778588,0.000051001694,0.000017916766,0.00009244451],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808955,0.0003820685,0.000444316,0.0003807553,0.00038082484,0.00032245964],"domain_scores_gemma":[0.9987076,0.0005028778,0.00013927226,0.00027094316,0.00018571869,0.0001936104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020101902,0.00015847798,0.00036227857,0.0001815662,0.000113100185,0.000105249725,0.00005270985,0.00006935256,0.0000354871],"category_scores_gemma":[0.00091323175,0.00009911504,0.000067033434,0.0007763723,0.00006689139,0.00026651987,0.000025128431,0.0005016381,0.0000042673987],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006380239,0.0005032741,0.9698865,0.00020240623,0.0000658308,0.0000047069684,0.002811405,0.0000116186375,9.492445e-7,0.000039386716,0.0012928074,0.025117302],"study_design_scores_gemma":[0.0013119462,0.0009753419,0.9934556,0.00019207204,0.000001216818,0.00001317273,0.0005150459,0.0030839858,3.0027275e-7,0.000035593108,0.00033376637,0.000081991595],"about_ca_topic_score_codex":0.003616996,"about_ca_topic_score_gemma":0.00084818446,"teacher_disagreement_score":0.02503531,"about_ca_system_score_codex":0.00042265575,"about_ca_system_score_gemma":0.0010361214,"threshold_uncertainty_score":0.54678404},"labels":[],"label_agreement":null},{"id":"W4401707554","doi":"10.54803/sauhsd.1435079","title":"Dyspnea, Care Dependency, and Frailty in Older Adults with Chronic Obstructive Pulmonary Disease: A Correlational Study","year":2024,"lang":"en","type":"article","venue":"Sakarya Üniversitesi Holistik Sağlık Dergisi","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"COPD; Medicine; Stage (stratigraphy); Physical therapy; Internal medicine; Disease; Pulmonary disease; Gerontology","score_opus":0.0088530822133787,"score_gpt":0.25005839444895267,"score_spread":0.24120531223557398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401707554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.972026,0.019529963,0.00014206638,0.0007217508,0.00033206216,0.0020418724,0.00024332864,0.0002622486,0.0047007147],"genre_scores_gemma":[0.99592745,0.0001276547,0.00035405473,0.000080844686,0.00024731964,0.000058164987,0.00039884643,0.00007647912,0.002729201],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99705756,0.0000930844,0.00034119518,0.0011747647,0.00079759106,0.0005358239],"domain_scores_gemma":[0.99847436,0.00025506437,0.00007752322,0.0005249502,0.0002300653,0.000438047],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009282201,0.00047433496,0.00046358648,0.00055974285,0.00019109958,0.000084131396,0.00020421467,0.00016488321,0.0005126896],"category_scores_gemma":[0.0000852331,0.00043967582,0.00010447452,0.0008155484,0.00025368546,0.00062714197,0.00019682288,0.00071240193,0.00009239088],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002206639,0.00063310337,0.9354447,0.0014187224,0.00029457684,0.018469367,0.012844531,0.00026336612,0.00004552694,0.00038051177,0.0007367494,0.027262188],"study_design_scores_gemma":[0.0044673835,0.0005351232,0.97832096,0.0016769781,0.00045894628,0.00043250638,0.009258088,0.0028295114,0.000015635962,0.00012313105,0.001384067,0.0004976646],"about_ca_topic_score_codex":0.00059720944,"about_ca_topic_score_gemma":0.0011588072,"teacher_disagreement_score":0.042876247,"about_ca_system_score_codex":0.0008810047,"about_ca_system_score_gemma":0.0007244562,"threshold_uncertainty_score":0.9998055},"labels":[],"label_agreement":null},{"id":"W4401953658","doi":"10.1177/09677720241273643","title":"The legacy of Dr Marjory Warren's publications","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Biography","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"University of Glasgow; Wellcome Trust","keywords":"Paternalism; Psychological intervention; Narrative; Primary care; Field (mathematics); Medicine; Psychology; Nursing; Family medicine; Law; Political science; Philosophy","score_opus":0.018479839838863973,"score_gpt":0.3212102693598816,"score_spread":0.30273042952101764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401953658","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14440219,0.052156795,0.001965911,0.78866374,0.0043821973,0.0003286512,0.000016505233,0.000103508515,0.007980512],"genre_scores_gemma":[0.9894432,0.0069893533,0.0006434765,0.00085036573,0.0012099714,0.0000057116463,0.0000060018074,0.000021732762,0.000830181],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973482,0.0000624651,0.00067999196,0.000105009945,0.0016137833,0.00019054812],"domain_scores_gemma":[0.99823636,0.0006288408,0.00017446563,0.00026070408,0.0003051365,0.00039447486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015219293,0.000097005504,0.0002508969,0.00062436244,0.000059319715,0.00007194491,0.0004052221,0.00014025184,0.00041748595],"category_scores_gemma":[0.0011936667,0.000051559808,0.00051185436,0.0012422457,0.00044422958,0.00016965694,0.00004549811,0.0007505912,0.00001552665],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010015669,0.0003412404,0.009795448,0.00027692955,0.0009577945,0.00028628134,0.0003116943,2.548008e-7,0.0007156359,0.006958771,0.74777657,0.23247924],"study_design_scores_gemma":[0.00095227687,0.00046803287,0.023212722,0.0012277074,0.00024830198,0.0011863101,0.00041626464,0.00012469271,0.000661045,0.0014676049,0.9699566,0.00007847327],"about_ca_topic_score_codex":0.000013921058,"about_ca_topic_score_gemma":0.0000067168603,"teacher_disagreement_score":0.84504104,"about_ca_system_score_codex":0.000019969502,"about_ca_system_score_gemma":0.00043422327,"threshold_uncertainty_score":0.45711783},"labels":[],"label_agreement":null},{"id":"W4402138892","doi":"10.1093/dote/doae057.058","title":"283. MODIFIED FRAILTY INDEX AND CLINICAL FRAILTY SCALE TOOLS ARE NOT GOOD PREDICTORS OF SURVIVAL AFTER MINIMALLY INVASIVE ESOPHAGECTOMY","year":2024,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Frailty Index; Esophagectomy; Index (typography); Scale (ratio); Gerontology; Internal medicine; Esophageal cancer; Cancer; World Wide Web","score_opus":0.033297371558241924,"score_gpt":0.30658761533100515,"score_spread":0.27329024377276323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402138892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.960934,0.033285804,0.000020403952,0.0009597732,0.0013912052,0.00096979854,0.0020787206,0.00012490638,0.0002353911],"genre_scores_gemma":[0.99769616,0.00012671709,0.000119050026,0.00033980617,0.0005088379,0.00006849801,0.00004918088,0.00007063653,0.0010211109],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967736,0.00023218017,0.0009891437,0.0006948765,0.00091325754,0.00039693952],"domain_scores_gemma":[0.9965953,0.0013789415,0.00030105692,0.0010397157,0.0002521288,0.00043283874],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028464766,0.00039870193,0.00096498436,0.00015558994,0.000065427834,0.000056982837,0.00046492246,0.00028259555,0.00016956775],"category_scores_gemma":[0.0018868117,0.00028755039,0.0006980061,0.00039684426,0.0008499534,0.0002424844,0.00045080017,0.0004912927,0.000019685593],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017283463,0.00068027293,0.99152696,0.0011788547,0.0006947302,0.00020213329,0.00035133946,0.000017409155,0.00008380797,0.000046427835,0.001139708,0.0023500002],"study_design_scores_gemma":[0.002714352,0.00039790155,0.9892992,0.0012515138,0.0010419359,0.000016663302,0.00014286935,0.000364499,0.0042323684,0.00026037876,0.000048036825,0.0002303129],"about_ca_topic_score_codex":0.00007792032,"about_ca_topic_score_gemma":0.00008996539,"teacher_disagreement_score":0.036762167,"about_ca_system_score_codex":0.00006649819,"about_ca_system_score_gemma":0.00046227168,"threshold_uncertainty_score":0.9999577},"labels":[],"label_agreement":null},{"id":"W4402140509","doi":"10.1093/dote/doae057.045","title":"266. NSQIP 5-FACTOR MODIFIED FRAILTY INDEX PREDICTS MORBIDITY BUT NOT MORTALITY AFTER ESOPHAGECTOMY","year":2024,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of British Columbia","funders":"","keywords":"Medicine; Frailty Index; Esophagectomy; Index (typography); Intensive care medicine; Gerontology; Internal medicine; Esophageal cancer; Cancer; World Wide Web","score_opus":0.033635832907550796,"score_gpt":0.30314414167796383,"score_spread":0.26950830877041304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402140509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9442738,0.04803471,0.00011500659,0.0009047359,0.0019207527,0.0010893891,0.0029621017,0.00041395883,0.0002855465],"genre_scores_gemma":[0.9957055,0.00004727345,0.000041203035,0.0006369049,0.0006948266,0.0001547062,0.00007047215,0.00008122421,0.002567898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969127,0.00013146462,0.0005870898,0.00068914786,0.0011629016,0.0005166529],"domain_scores_gemma":[0.99742913,0.00024357693,0.00013397045,0.0015624784,0.00016719803,0.00046362315],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013502962,0.000439508,0.00059859105,0.00014755459,0.00009843697,0.00007189748,0.00053466327,0.00021120347,0.000832035],"category_scores_gemma":[0.0006085311,0.0003095875,0.0006979607,0.00044805094,0.00040946243,0.00026002107,0.00033275154,0.0005043993,0.00012082197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009771087,0.00075967034,0.98552984,0.0016210586,0.00085547456,0.00081716815,0.0004571388,0.00011658118,0.00029871255,0.00014939981,0.005837148,0.0025806814],"study_design_scores_gemma":[0.0013816786,0.000110802255,0.9797605,0.0005094161,0.0007011801,0.000027120723,0.000020287507,0.003477992,0.013059115,0.0006002878,0.000094150106,0.00025741904],"about_ca_topic_score_codex":0.00048391262,"about_ca_topic_score_gemma":0.000030215704,"teacher_disagreement_score":0.051431693,"about_ca_system_score_codex":0.00017287378,"about_ca_system_score_gemma":0.00039531177,"threshold_uncertainty_score":0.9999356},"labels":[],"label_agreement":null},{"id":"W4402182646","doi":"10.1016/j.bja.2024.08.001","title":"Frailty and decisional regret after elective noncardiac surgery: a multicentre prospective cohort study","year":2024,"lang":"en","type":"article","venue":"British Journal of Anaesthesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Health Agency of Canada; Ottawa Hospital; University of Ottawa","funders":"Physicians' Services Incorporated Foundation; Canadian Anesthesiologists' Society; Canadian Frailty Network; University of Ottawa","keywords":"Regret; Medicine; Odds ratio; Prospective cohort study; Confounding; Confidence interval; Logistic regression; Cohort study; Cohort; Surgery; Internal medicine","score_opus":0.010921574088674028,"score_gpt":0.2704307427164834,"score_spread":0.2595091686278094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402182646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837959,0.013930638,0.00006552916,0.0007605327,0.00028627954,0.0008348017,0.000018894045,0.00003868529,0.0002687494],"genre_scores_gemma":[0.9968039,0.0014077468,0.0007584926,0.00017633387,0.00040189756,0.000029512834,0.0000035112298,0.000049118527,0.0003695342],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99773926,0.00015994775,0.0005976727,0.0003785605,0.0008252412,0.00029929986],"domain_scores_gemma":[0.99855393,0.0003129229,0.00014581681,0.00016795284,0.000522761,0.00029659265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096494163,0.0002078715,0.0007340601,0.00025919688,0.00007396243,0.00020505067,0.00008777973,0.000105077655,0.00012081609],"category_scores_gemma":[0.00067080354,0.0001987725,0.00029931637,0.00036435065,0.000117129486,0.00033598294,0.000037893627,0.0006639758,0.000021327025],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058401754,0.0003989423,0.8325478,0.00004245629,0.00065990933,0.02958502,0.0008190595,0.0000010409644,0.000012126398,0.0000046230093,0.011803443,0.12354157],"study_design_scores_gemma":[0.0012489834,0.00084322767,0.97159165,0.0018633261,0.00046954045,0.019995315,0.0004875128,0.00006689029,0.00003811566,0.00016682957,0.0030426176,0.0001860096],"about_ca_topic_score_codex":0.00014335044,"about_ca_topic_score_gemma":0.00014796661,"teacher_disagreement_score":0.13904384,"about_ca_system_score_codex":0.0002177659,"about_ca_system_score_gemma":0.0003723519,"threshold_uncertainty_score":0.8105707},"labels":[],"label_agreement":null},{"id":"W4402201912","doi":"10.7759/cureus.68494","title":"Frailty in Diabetic Population: A Study From Northern India","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Observational study; Glycemic; Gerontology; Population; Psychological intervention; Disease; Cross-sectional study; Internal medicine; Environmental health; Pathology","score_opus":0.026770352867523294,"score_gpt":0.31028742211306065,"score_spread":0.2835170692455374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402201912","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99421513,0.002262021,0.000011747577,0.0007397241,0.0006015112,0.00053140323,0.000022026034,0.00015588457,0.0014605236],"genre_scores_gemma":[0.9985184,0.000009345505,0.00012251033,0.00013412879,0.00033782836,0.00004533815,0.00009227093,0.00003091349,0.00070924463],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989889,0.000038052414,0.000234437,0.0003088894,0.00024758544,0.00018210242],"domain_scores_gemma":[0.9994186,0.00009352792,0.000019268768,0.0003608596,0.000024165067,0.00008358991],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000092796945,0.00012688547,0.0002180778,0.000084088955,0.000020276444,0.000034150577,0.0000908493,0.00007882067,0.0005499703],"category_scores_gemma":[0.000119913355,0.000110861045,0.00004694395,0.00028451267,0.000018072353,0.00008898551,0.0000438211,0.00025500168,0.00041104323],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014467748,0.0002857055,0.984129,0.00003175153,0.00007328744,0.00039485574,0.0041661886,0.000005350966,0.00009179579,0.000020654234,0.0005988659,0.010188068],"study_design_scores_gemma":[0.00088060275,0.0002014386,0.9953343,0.00021172881,0.00006992335,0.0000061447076,0.00046694308,0.00034032052,0.000032654152,0.00064734905,0.0016951928,0.00011337459],"about_ca_topic_score_codex":0.0032411653,"about_ca_topic_score_gemma":0.008022519,"teacher_disagreement_score":0.011205319,"about_ca_system_score_codex":0.00017532724,"about_ca_system_score_gemma":0.000051621384,"threshold_uncertainty_score":0.60217893},"labels":[],"label_agreement":null},{"id":"W4402207952","doi":"10.1101/2024.09.02.24312951","title":"Defining an Ageing-Related Pathology, Disease or Syndrome: International Consensus Statement","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences North; Université de Sherbrooke; McMaster University","funders":"Medical Research Council","keywords":"Ageing; Psychological intervention; Healthy ageing; Socioeconomic status; Gerontology; Disease; Quality of life (healthcare); Workforce; Medicine; Health care; Environmental health; Pathology; Political science; Nursing; Population","score_opus":0.030413527084672043,"score_gpt":0.3304395988696444,"score_spread":0.30002607178497237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402207952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9719505,0.0015877568,0.00003719312,0.016417902,0.0056353025,0.00081934006,0.00059560256,0.0005630443,0.0023933747],"genre_scores_gemma":[0.9862543,0.00015658149,0.0019001593,0.00062442187,0.00013901308,0.00016585701,0.0014347393,0.00011824661,0.009206719],"study_design_codex":"case_report","study_design_gemma":"observational","domain_scores_codex":[0.9969053,0.00017154691,0.0008573576,0.001035678,0.00062032114,0.00040979],"domain_scores_gemma":[0.9979479,0.00017602017,0.00023496062,0.0009462781,0.00018800114,0.00050687254],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00063222845,0.00044705914,0.00059608795,0.00037766792,0.0000563425,0.000093601164,0.0003735594,0.00032103033,0.0013182753],"category_scores_gemma":[0.0010641215,0.00036926186,0.00020847758,0.00016287467,0.00022400694,0.00002873246,0.0011080931,0.0014896718,0.00073550834],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027234138,0.0021523046,0.18928249,0.007482888,0.0049134735,0.71893364,0.0062219757,0.0021220685,0.0009817291,0.0050227647,0.033622928,0.026540319],"study_design_scores_gemma":[0.009471975,0.0017478493,0.8448383,0.018051002,0.0043494534,0.012122495,0.0009982747,0.035713438,0.0003446652,0.025278032,0.04423329,0.0028512152],"about_ca_topic_score_codex":0.00007267956,"about_ca_topic_score_gemma":0.00007695005,"teacher_disagreement_score":0.70681113,"about_ca_system_score_codex":0.000293345,"about_ca_system_score_gemma":0.00070131203,"threshold_uncertainty_score":0.99987596},"labels":[],"label_agreement":null},{"id":"W4402220492","doi":"10.2196/54839","title":"Using Existing Clinical Data to Measure Older Adult Inpatients’ Frailty at Admission and Discharge: Hospital Patient Register Study","year":2024,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Medicine; Hospital discharge; Hospital admission; Emergency medicine; Frailty syndrome; Geriatrics; Public health; Population; Health care; Cluster (spacecraft); Gerontology; Medical emergency; Frailty Index; Intensive care medicine; Internal medicine","score_opus":0.19341160490998005,"score_gpt":0.4336958465110256,"score_spread":0.24028424160104556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402220492","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932799,0.00042033207,0.000343791,0.0021090661,0.0011098353,0.0021009562,0.00004988602,0.00019841449,0.00038787385],"genre_scores_gemma":[0.9947248,0.000007718309,0.0032272541,0.0006530105,0.0004802175,0.000048224945,0.00007716124,0.00007735801,0.00070422346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968989,0.00014094173,0.0007187166,0.0011195074,0.0007095052,0.00041245605],"domain_scores_gemma":[0.99795043,0.00018589325,0.00011319581,0.0011154759,0.00016425252,0.000470741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005200713,0.0002968223,0.00042213348,0.00014648223,0.00019504676,0.00013617994,0.00023017278,0.00011240069,0.00008189837],"category_scores_gemma":[0.0011898351,0.00023943187,0.00007490561,0.00029487122,0.000060236227,0.00034731018,0.001262009,0.00051885913,0.000050804258],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019418015,0.001125311,0.8245753,0.000650172,0.00020442765,0.00050838076,0.022535764,0.000003976485,0.00097498955,0.0000073695473,0.027993886,0.121226214],"study_design_scores_gemma":[0.0073692673,0.0038196747,0.8976976,0.017825127,0.00073774357,0.00028532656,0.008834422,0.024957804,0.000339765,0.000031085565,0.036564633,0.0015375103],"about_ca_topic_score_codex":0.00007196884,"about_ca_topic_score_gemma":0.000028144592,"teacher_disagreement_score":0.119688705,"about_ca_system_score_codex":0.00017774398,"about_ca_system_score_gemma":0.00008984032,"threshold_uncertainty_score":0.97637486},"labels":[],"label_agreement":null},{"id":"W4402256052","doi":"10.1007/s12630-024-02835-w","title":"Home-based exercise prehabilitation to improve disease-free survival and return to intended oncologic treatment after cancer surgery in older adults with frailty: a secondary analysis of a randomized trial","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; McGill University; Ottawa Hospital; University of Ottawa","funders":"Ottawa Hospital Research Institute; International Anesthesia Research Society; Canadian Frailty Network; University of Ottawa","keywords":"Prehabilitation; Medicine; Randomized controlled trial; Cancer; Disease; Physical therapy; Surgery; Gerontology; Internal medicine","score_opus":0.01078689689113488,"score_gpt":0.24989130099325352,"score_spread":0.23910440410211864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402256052","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9764624,0.0042669037,0.000024916915,0.01656621,0.00042646046,0.002109964,0.00010996863,0.000012312282,0.000020868758],"genre_scores_gemma":[0.9982131,0.0001256515,0.00048690528,0.00020480705,0.00030195306,0.00036407486,0.000018992561,0.00006778559,0.00021674085],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99595416,0.00040733814,0.0016192183,0.00052281574,0.0007109699,0.00078551297],"domain_scores_gemma":[0.9933175,0.0011705019,0.00048793212,0.00045558214,0.0008744081,0.003694103],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021964586,0.00050144,0.0026280861,0.0046069236,0.00009192092,0.00018388072,0.00027794202,0.00019272965,0.00040146644],"category_scores_gemma":[0.0013111833,0.00036023385,0.0008669226,0.0020160137,0.00027792194,0.00029589763,0.000011355294,0.0005957067,0.0000015480938],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6346934,0.00024726434,0.030923389,0.0005538435,0.0018309928,0.295882,0.01053769,0.00066117174,0.000009210277,0.000009770925,0.00097442843,0.023676863],"study_design_scores_gemma":[0.5353304,0.011498608,0.3443588,0.015051087,0.0145272035,0.07114914,0.0040131756,0.0015317369,0.00006980589,0.00018990207,0.0009185556,0.0013615477],"about_ca_topic_score_codex":0.026226852,"about_ca_topic_score_gemma":0.20785265,"teacher_disagreement_score":0.3134354,"about_ca_system_score_codex":0.002529025,"about_ca_system_score_gemma":0.013838004,"threshold_uncertainty_score":0.99988496},"labels":[],"label_agreement":null},{"id":"W4402288436","doi":"10.5770/cgj.27.731","title":"COVID-19–Associated Outcomes of Critical Illness in Patients with Frailty: a Cohort Study","year":2024,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Alberta Health Services; University of Alberta","funders":"Canadian Institutes of Health Research; Canadian Frailty Network","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Critical illness; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cohort; Cohort study; Pandemic; Intensive care medicine; Critically ill; Internal medicine; Virology; Disease; Outbreak; Infectious disease (medical specialty)","score_opus":0.01859653520676693,"score_gpt":0.3032033910987414,"score_spread":0.2846068558919745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402288436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99179435,0.00022663917,0.00008652652,0.0056585157,0.0009132463,0.0007590903,0.00014797466,0.00003190255,0.00038177535],"genre_scores_gemma":[0.99848974,0.000008969911,0.00010072554,0.00093259267,0.00008699833,0.000014746364,0.000025947085,0.00004305025,0.0002972198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977901,0.00012588447,0.0005614137,0.0002819673,0.0007113975,0.00052926125],"domain_scores_gemma":[0.9971141,0.00030921688,0.00008309623,0.00024440215,0.00037637664,0.0018728158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075563276,0.0002031489,0.0005392631,0.0010990417,0.00012727368,0.00009276522,0.00017088796,0.00014196904,0.00045603048],"category_scores_gemma":[0.0051626787,0.00016348308,0.000091293296,0.0010523027,0.00010438318,0.00014289172,0.000021255297,0.0006990312,0.000013673241],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005197138,0.00037805887,0.9909782,0.00009190946,0.00023362576,0.0018547116,0.0015484324,0.000016206643,5.190242e-7,0.000045018278,0.003936736,0.0008646125],"study_design_scores_gemma":[0.0033904428,0.0005626318,0.9927852,0.000096922304,0.00029207993,0.00008366782,0.0005911478,0.000070750604,0.0000010682354,0.00011551856,0.00180885,0.00020172632],"about_ca_topic_score_codex":0.02007172,"about_ca_topic_score_gemma":0.08571702,"teacher_disagreement_score":0.0656453,"about_ca_system_score_codex":0.0021636924,"about_ca_system_score_gemma":0.0053566583,"threshold_uncertainty_score":0.9864537},"labels":[],"label_agreement":null},{"id":"W4402399589","doi":"10.5770/cgj.27.786","title":"Abstracts from the 43rd Annual Scientific Meeting of the Canadian Geriatrics Society","year":2024,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatrics; Gerontology; Psychiatry","score_opus":0.017061773634462516,"score_gpt":0.24429518296108654,"score_spread":0.22723340932662403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402399589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.860659,0.016702369,0.00003641116,0.08734383,0.02069913,0.0009165101,0.0029441342,0.000067002075,0.010631599],"genre_scores_gemma":[0.9924042,0.00016489619,0.00071970857,0.0016667743,0.00266862,0.0000036112165,0.000038369453,0.000058077603,0.0022757202],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971371,0.00009893052,0.0006697298,0.00036375114,0.0008316849,0.0008987492],"domain_scores_gemma":[0.9966806,0.0003200843,0.00022265513,0.0006108187,0.00060569396,0.001560115],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017873665,0.00024329248,0.00028159522,0.0003784036,0.0014961085,0.0008472226,0.00073215377,0.0002741724,0.00030770025],"category_scores_gemma":[0.0009836433,0.00015919426,0.0004512469,0.0017501323,0.00033069288,0.0002092222,0.000056884117,0.001458715,0.000063063024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000979842,0.000018777853,0.013008144,0.000094860865,0.0003011346,0.0005206239,0.009706746,0.00032072378,0.00045799106,0.00024589172,0.96451443,0.01080086],"study_design_scores_gemma":[0.00065295066,0.000044090244,0.09828215,0.00041116003,0.00045805748,0.00095382234,0.0020726973,0.0007629483,0.00031803115,0.0008059782,0.89490163,0.00033648036],"about_ca_topic_score_codex":0.690889,"about_ca_topic_score_gemma":0.95481956,"teacher_disagreement_score":0.2639306,"about_ca_system_score_codex":0.0019488964,"about_ca_system_score_gemma":0.01888714,"threshold_uncertainty_score":0.9998038},"labels":[],"label_agreement":null},{"id":"W4402405759","doi":"10.23889/ijpds.v9i5.2745","title":"Outcomes of the Health Data Research Network (HDRN) Canada and Canadian Longitudinal Study on Aging (CLSA) Partnership","year":2024,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Quebec Statistical Institute; Nova Scotia Health Authority; Manitoba Health; Alberta Health Services; Canadian Institute for Health Information; University of Alberta","funders":"","keywords":"General partnership; Longitudinal data; Longitudinal study; Gerontology; Geography; Demography; Medicine; Business; Sociology","score_opus":0.47726291233236806,"score_gpt":0.5399349732759248,"score_spread":0.0626720609435567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402405759","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8754044,0.00059395767,0.00031340192,0.113419525,0.00682101,0.0012358828,0.001916392,0.000019335708,0.00027607195],"genre_scores_gemma":[0.9982527,0.000016812688,0.0003274122,0.0004862437,0.00036652794,0.0000025191457,0.00024033328,0.000008182147,0.0002992843],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969677,0.00008170307,0.00036311036,0.00040155475,0.0018216547,0.00036429314],"domain_scores_gemma":[0.99808824,0.00034021787,0.000103538056,0.0008005985,0.0003902555,0.0002771235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049347943,0.000078892175,0.00013274027,0.00028975346,0.0005552644,0.00027395834,0.0018741613,0.000015513364,0.000015835103],"category_scores_gemma":[0.0018956322,0.000053397715,0.000016068192,0.0004985605,0.0001480043,0.0007302007,0.00059788045,0.0003463524,9.312617e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002169149,0.000025446781,0.95104647,0.000014002892,0.0000584428,0.000026334754,0.0001694526,0.00012540359,0.0000017759338,0.0012468989,0.040582493,0.006681575],"study_design_scores_gemma":[0.00027289992,0.00009822831,0.9725179,0.00029060998,0.000013380768,0.00012093013,0.00025243414,0.013475291,0.000001978072,0.00028107638,0.012625801,0.00004943525],"about_ca_topic_score_codex":0.8618329,"about_ca_topic_score_gemma":0.9862621,"teacher_disagreement_score":0.12442913,"about_ca_system_score_codex":0.00071169576,"about_ca_system_score_gemma":0.0041982406,"threshold_uncertainty_score":0.7447499},"labels":[],"label_agreement":null},{"id":"W4402497563","doi":"10.1016/s1474-4422(24)00291-6","title":"Frailty for neurologists: perspectives on how frailty influences care planning","year":2024,"lang":"en","type":"review","venue":"The Lancet Neurology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Gerontology; Psychology; Medicine","score_opus":0.18268218875449305,"score_gpt":0.4232887373552949,"score_spread":0.24060654860080183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402497563","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000591435,0.9709824,0.000015177848,0.02167043,0.0015180763,0.0023938068,0.00043409725,0.00045439872,0.0019402148],"genre_scores_gemma":[0.0014474444,0.98586005,0.00008841951,0.0065705213,0.0041056494,0.0007825551,0.00018445193,0.00018605773,0.0007748713],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965181,0.0004668578,0.00048702513,0.0012934642,0.0003469888,0.0008876177],"domain_scores_gemma":[0.9961678,0.0017483013,0.00034524186,0.0014689509,0.00014074029,0.00012899726],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00030563682,0.00082811643,0.002961457,0.00028172182,0.00019571022,0.00010135928,0.0009854239,0.000758527,0.000029380431],"category_scores_gemma":[0.0012427337,0.00047350922,0.00077060354,0.00037318596,0.0005716227,0.000053622964,0.00025951234,0.0029047949,0.00017352094],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019635775,0.00020423706,0.00033418072,0.07208722,0.0019809934,0.0018470868,0.0104849795,0.000063038635,0.00000631156,0.0043657543,0.1873653,0.71929735],"study_design_scores_gemma":[0.0006928577,0.002552177,0.00023210635,0.0029219922,0.0018787109,0.0006410792,0.00024777086,0.00002071586,9.121677e-7,0.00023953908,0.99021846,0.00035365007],"about_ca_topic_score_codex":0.000016616908,"about_ca_topic_score_gemma":0.000015380214,"teacher_disagreement_score":0.8028532,"about_ca_system_score_codex":0.00008435252,"about_ca_system_score_gemma":0.00028526664,"threshold_uncertainty_score":0.99977165},"labels":[],"label_agreement":null},{"id":"W4402497576","doi":"10.1016/s1474-4422(24)00355-7","title":"Looking beyond the neurological diagnosis: considering frailty","year":2024,"lang":"en","type":"article","venue":"The Lancet Neurology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Medicine; Computer science; Psychology","score_opus":0.055353812983606594,"score_gpt":0.31151605627027285,"score_spread":0.25616224328666626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402497576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6244741,0.0023653402,0.000046590514,0.36628768,0.0012025281,0.00033504967,0.000008318245,0.0003660395,0.0049143615],"genre_scores_gemma":[0.90694696,0.00037507198,0.000047963626,0.09062662,0.0015922772,0.00011749655,0.0000033177741,0.000033303084,0.00025697815],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983681,0.0002750878,0.0002342549,0.00040363928,0.00020877863,0.00051018473],"domain_scores_gemma":[0.9967652,0.0023789927,0.000038465634,0.0007237369,0.000026308477,0.00006731975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042225787,0.00018778913,0.0003636183,0.00004754499,0.0001559796,0.000062273044,0.00037031734,0.00013441271,0.00034934524],"category_scores_gemma":[0.0006356446,0.00009309976,0.00011081614,0.00020799256,0.0004410336,0.000047343146,0.00022459961,0.0012999085,0.00030868128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014531736,0.00023154977,0.25146016,0.00041946015,0.00057119335,0.010388594,0.0034014748,0.000534963,0.0035928073,0.033477973,0.5955043,0.09896438],"study_design_scores_gemma":[0.0009543296,0.0010873612,0.14457119,0.00007182572,0.00024172134,0.0050085224,0.00002692669,0.005751824,0.0005400736,0.011240587,0.8302936,0.00021204284],"about_ca_topic_score_codex":0.000018672574,"about_ca_topic_score_gemma":0.000032480377,"teacher_disagreement_score":0.28247288,"about_ca_system_score_codex":0.0000075247212,"about_ca_system_score_gemma":0.00004368597,"threshold_uncertainty_score":0.5647528},"labels":[],"label_agreement":null},{"id":"W4402530444","doi":"10.1016/j.jgo.2024.102064","title":"Predicting short-term treatment toxicity in head and neck cancer through a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Institut Universitaire de Gériatrie de Montréal; McGill University; Jewish General Hospital; Montreal General Hospital","funders":"Réseau de cancérologie Rossy","keywords":"Medicine; Meta-analysis; Head and neck cancer; Term (time); Head and neck; Toxicity; Oncology; Cancer; Intensive care medicine; Internal medicine; Surgery","score_opus":0.132002249225878,"score_gpt":0.44972974610729494,"score_spread":0.31772749688141694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402530444","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022014427,0.9952146,0.000005633738,0.0014822846,0.00022467012,0.0026378827,0.00006728067,0.000012115362,0.0001354301],"genre_scores_gemma":[0.00008545214,0.9978333,0.0005427263,0.00025114152,0.00029006036,0.0003167982,0.000009171568,0.000042333,0.00062899786],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99509555,0.00075335853,0.003057673,0.0004487281,0.00033824716,0.00030645684],"domain_scores_gemma":[0.9969939,0.00063485483,0.0016452393,0.00036247406,0.00015574152,0.0002077612],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0011786162,0.00057445845,0.017028239,0.0007717842,0.000034001154,0.000034982313,0.00015144283,0.00041275882,0.00015049968],"category_scores_gemma":[0.00034398126,0.0003058393,0.002427942,0.0012647875,0.00006056564,0.00010693491,0.000091212096,0.0007613468,0.0000043618484],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014920182,0.00019440833,0.00011898884,0.81546265,0.16907553,0.0011656982,0.00028837583,5.469747e-7,1.0127375e-7,0.0000020748694,0.0003618506,0.013314879],"study_design_scores_gemma":[0.0004550526,0.0013071285,0.000030421555,0.07303484,0.8871072,0.0050741355,0.00002171556,0.000005004704,7.001036e-8,0.000007186678,0.032784063,0.00017320865],"about_ca_topic_score_codex":0.00013441872,"about_ca_topic_score_gemma":0.0005263703,"teacher_disagreement_score":0.74242777,"about_ca_system_score_codex":0.0016118552,"about_ca_system_score_gemma":0.0009823118,"threshold_uncertainty_score":0.9999394},"labels":[],"label_agreement":null},{"id":"W4402545444","doi":"10.1016/j.jgo.2024.102070","title":"The applicability of the Cancer and Aging Research Group (CARG) chemotherapy toxicity prediction tool","year":2024,"lang":"en","type":"editorial","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Toxicity; Oncology; Chemotherapy; Internal medicine","score_opus":0.020423353779345253,"score_gpt":0.38146967602038834,"score_spread":0.3610463222410431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402545444","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0694424,0.019161064,0.000036128306,0.019330803,0.8893454,0.0014455961,0.0001402028,0.000022070699,0.0010763345],"genre_scores_gemma":[0.01998592,0.025758108,0.00032555027,0.00013094112,0.9509381,0.0000881402,0.000006914677,0.00007057291,0.0026957695],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962159,0.0005344727,0.0010928547,0.00033822985,0.0014618508,0.00035673144],"domain_scores_gemma":[0.9938328,0.0033593937,0.00081400445,0.00053310476,0.0013412215,0.00011945206],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00566913,0.00021793228,0.00082520844,0.00023690326,0.00019923145,0.000047928657,0.0005340184,0.00089553744,0.000037444883],"category_scores_gemma":[0.0024938786,0.000114820155,0.00029773705,0.0006125526,0.00055733294,0.000063832464,0.00025228274,0.0037060434,0.0000019204422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081473036,0.00020348778,0.00065626705,0.00056492165,0.00028825956,0.0000145878275,0.00031737724,0.0000016507976,0.0012240799,0.000018939616,0.8989987,0.096897],"study_design_scores_gemma":[0.0017598204,0.0015897931,0.0035772969,0.0004388412,0.0003985104,0.00013749763,0.00018216719,0.000025801372,0.00019441228,0.0009054963,0.99070776,0.00008260953],"about_ca_topic_score_codex":0.00020480035,"about_ca_topic_score_gemma":0.00017512505,"teacher_disagreement_score":0.09681439,"about_ca_system_score_codex":0.0015157411,"about_ca_system_score_gemma":0.0041749086,"threshold_uncertainty_score":0.99859244},"labels":[],"label_agreement":null},{"id":"W4402549364","doi":"10.1080/13557858.2024.2402527","title":"Looking out across the front yard: aboriginal peoples’ views of frailty in the community – A qualitative study","year":2024,"lang":"en","type":"article","venue":"Ethnicity and Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Medical Research Council; University of New South Wales","keywords":"Yard; Qualitative research; Front (military); Geography; History; Genealogy; Archaeology; Sociology; Anthropology","score_opus":0.1797525093189462,"score_gpt":0.5176870134653596,"score_spread":0.3379345041464134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402549364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9647423,0.0053327642,0.00020334276,0.02764183,0.00017196455,0.0012240873,0.000060022434,0.00003136623,0.00059231085],"genre_scores_gemma":[0.99596155,0.000644852,0.00009829292,0.0028101124,0.000091607006,0.000046300192,0.000010999733,0.000012002242,0.00032428408],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9962038,0.0024143104,0.0004930748,0.00019259137,0.00038386622,0.00031239135],"domain_scores_gemma":[0.99761695,0.0016364958,0.000108964035,0.0005050369,0.00005587441,0.000076671015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009061792,0.00014865269,0.00044486785,0.000045131197,0.00036418965,0.000035570312,0.0002329854,0.000060442475,0.000022932036],"category_scores_gemma":[0.00018943963,0.0000798937,0.000066218,0.00021531382,0.0002522477,0.00006996439,0.00007232546,0.0015363726,0.000013040404],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006627387,0.00048294952,0.005527008,0.00077420566,0.00004391157,0.00001071376,0.9831852,0.0000011994006,0.00001282819,0.00038721,0.002501359,0.007007178],"study_design_scores_gemma":[0.0009286383,0.0011303067,0.37093082,0.0006901533,0.000030140396,0.000015879496,0.6190746,0.00007793895,0.000009840491,0.00048396428,0.0065512247,0.00007653081],"about_ca_topic_score_codex":0.034084734,"about_ca_topic_score_gemma":0.22459134,"teacher_disagreement_score":0.36540383,"about_ca_system_score_codex":0.00011899328,"about_ca_system_score_gemma":0.00039370585,"threshold_uncertainty_score":0.9723474},"labels":[],"label_agreement":null},{"id":"W4402574606","doi":"10.1097/md.0000000000039561","title":"Prevalence of and factors associated with cognitive frailty in elderly patients with chronic obstructive pulmonary disease: A cross-sectional study","year":2024,"lang":"en","type":"article","venue":"Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Henan University; Zhengzhou University","keywords":"Medicine; COPD; Cross-sectional study; Internal medicine; Odds ratio; Clinical Dementia Rating; Depression (economics); Geriatric Depression Scale; Logistic regression; Dementia; Montreal Cognitive Assessment; Cognition; Physical therapy; Disease; Psychiatry; Pathology","score_opus":0.02476693420373466,"score_gpt":0.3041817850399809,"score_spread":0.27941485083624623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402574606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965622,0.001410826,0.000020592199,0.00011717512,0.000111655114,0.0013719617,0.00019414778,0.00005922565,0.00015222035],"genre_scores_gemma":[0.99908686,0.000014724488,0.0000048492666,0.000018886616,0.00007224734,0.00006107391,0.00016542252,0.000031602718,0.0005443402],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980841,0.000066944514,0.000338265,0.0004929228,0.00078286225,0.00023489968],"domain_scores_gemma":[0.9988223,0.00042944687,0.00010027759,0.00016213019,0.00031200433,0.00017389556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017045859,0.00023341463,0.00036710995,0.00022210414,0.000043785683,0.000011142021,0.00006328141,0.000064230175,0.0001781814],"category_scores_gemma":[0.00056255236,0.0001438703,0.000023131415,0.0004985222,0.0005848855,0.00016348,0.00003283098,0.00034829674,0.0000013633463],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00087638496,0.0006155049,0.99387515,0.00071620103,0.0002512097,0.0002125348,0.0019160892,0.000005858966,0.00002297905,0.0000029487512,0.000011580399,0.0014935628],"study_design_scores_gemma":[0.0060071857,0.0052096075,0.9835819,0.0039353054,0.00035151126,0.000007850198,0.00048076597,0.00022934371,0.000021554199,0.000025927244,0.000006044222,0.000142989],"about_ca_topic_score_codex":0.00014642926,"about_ca_topic_score_gemma":0.00017732727,"teacher_disagreement_score":0.0102932295,"about_ca_system_score_codex":0.00024257653,"about_ca_system_score_gemma":0.00022199207,"threshold_uncertainty_score":0.5866861},"labels":[],"label_agreement":null},{"id":"W4402582365","doi":"10.1371/journal.pone.0308268","title":"The OASIS walking study—Older adults with cognitive impairment performing sit to stands and walking in transitional care programs: Protocol for a feasibility study","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; University of Toronto","keywords":"Transitional care; Protocol (science); Physical medicine and rehabilitation; Cognition; Gerontology; Cognitive impairment; Medicine; Physical therapy; Health care; Alternative medicine","score_opus":0.04911200354774074,"score_gpt":0.3315439372212038,"score_spread":0.28243193367346303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402582365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7081286,0.000042941905,0.000037190042,0.000359211,0.000009722682,0.2912766,0.000027470209,0.00008307452,0.000035212845],"genre_scores_gemma":[0.6877304,5.331976e-7,0.0005402348,0.00003187207,0.00006729484,0.31154612,0.000015286141,0.00003397596,0.000034303994],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99762416,0.00009941648,0.00038971833,0.0006625528,0.000807298,0.00041685524],"domain_scores_gemma":[0.9988188,0.0003215694,0.000043817596,0.00023491791,0.00043279113,0.00014810404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006603717,0.00026374953,0.00039097594,0.0001367611,0.00024682115,0.00014472652,0.0000815109,0.00004953982,0.000016083584],"category_scores_gemma":[0.00013943414,0.00017176157,0.00005184843,0.00038456338,0.00006131653,0.0001406981,0.000056122917,0.00030282268,0.0000018384814],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010546829,0.021642407,0.54969364,0.0050955,0.00092879846,0.00017633245,0.31880403,0.0000013056299,0.00006841577,0.0000024444785,0.000008644049,0.09303166],"study_design_scores_gemma":[0.028908914,0.032659937,0.54684687,0.023058513,0.00090570207,0.000023907936,0.36538315,0.00089156703,0.0008690013,0.00001819645,0.000017629836,0.00041662838],"about_ca_topic_score_codex":0.00006608616,"about_ca_topic_score_gemma":0.0023552086,"teacher_disagreement_score":0.09261503,"about_ca_system_score_codex":0.00036930805,"about_ca_system_score_gemma":0.00016953393,"threshold_uncertainty_score":0.70042336},"labels":[],"label_agreement":null},{"id":"W4402613834","doi":"10.1017/s0714980824000199","title":"Emergency Department Boarding Time Is Associated with Functional Decline in Older Adults Six Months Post Discharge","year":2024,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; NOSM University; Health Sciences North","funders":"National Institute on Aging; Northern Ontario Academic Medicine Association","keywords":"Emergency department; Medicine; Barthel index; Gerontology; Psychological intervention; Balance (ability); Frailty Index; Activities of daily living; Emergency medicine; Physical therapy; Nursing","score_opus":0.007918369756180134,"score_gpt":0.22002810186977764,"score_spread":0.21210973211359752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402613834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9527684,0.0018106479,0.000032619977,0.041255806,0.0014181768,0.0007186321,0.00033650728,0.000058283713,0.0016009595],"genre_scores_gemma":[0.9910728,0.00014231818,0.00007863034,0.0024777937,0.0005866984,0.00006468519,0.0003726729,0.00011490572,0.0050895093],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99691045,0.000120217795,0.00076519576,0.0006395059,0.0003390066,0.001225637],"domain_scores_gemma":[0.99672735,0.00013630974,0.0001674403,0.00034560892,0.00037097142,0.0022523478],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008400876,0.00045991066,0.0005352732,0.0009774438,0.00031515685,0.00017447406,0.00021720858,0.00014692005,0.004484518],"category_scores_gemma":[0.0004187023,0.00040625557,0.00022022756,0.0007436967,0.00006224783,0.00023274586,0.000026394866,0.0008901384,0.00013377632],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077981624,0.0009525771,0.41091505,0.0012622504,0.0034054513,0.07333697,0.0339926,0.002081197,0.0006679656,0.0019834072,0.43909463,0.031528078],"study_design_scores_gemma":[0.007022711,0.0015672948,0.67290664,0.021847535,0.00055835716,0.004879291,0.0016786131,0.009596024,0.0001492126,0.00012863922,0.27814212,0.0015235384],"about_ca_topic_score_codex":0.017881261,"about_ca_topic_score_gemma":0.5722701,"teacher_disagreement_score":0.5543888,"about_ca_system_score_codex":0.0036619052,"about_ca_system_score_gemma":0.0013133693,"threshold_uncertainty_score":0.99983895},"labels":[],"label_agreement":null},{"id":"W4402656312","doi":"10.15406/mojgg.2024.09.00326","title":"Effect of frailty, activity of daily living, instrumental activity of daily living and age on cognition of community-dwelling elderly people: a cross-sectional study","year":2024,"lang":"en","type":"article","venue":"MOJ Gerontology & Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Activities of daily living; Gerontology; Cognition; Cross-sectional study; Psychology; Assisted living; Medicine; Psychiatry","score_opus":0.03809805284219567,"score_gpt":0.3411902957144812,"score_spread":0.30309224287228553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402656312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99698645,0.00037725008,0.0003327781,0.000034468485,0.0006459728,0.0010227901,0.00013833736,0.000065486645,0.0003964725],"genre_scores_gemma":[0.99951684,0.000064306194,0.00013915512,0.000008644095,0.000087057204,0.000036399324,0.000023538467,0.000043042026,0.0000810326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996665,0.0012011899,0.0007806406,0.00041234872,0.000604064,0.00033677075],"domain_scores_gemma":[0.9933532,0.0051813824,0.00057890423,0.0005701528,0.00021064798,0.00010571532],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020744363,0.00035946927,0.0011976229,0.00048200885,0.0001544808,0.000027404187,0.00022612207,0.00037840987,0.00008816013],"category_scores_gemma":[0.001218048,0.00035061652,0.00022421168,0.0005018875,0.00046449428,0.00025620873,0.00028114047,0.0009880878,0.0000025376783],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017557733,0.0032692293,0.85410047,0.0048657544,0.0007350475,0.000026330736,0.013958624,0.000035556077,0.09090564,0.000014989583,0.000069886984,0.030262675],"study_design_scores_gemma":[0.0021947902,0.013007643,0.9537796,0.00060088915,0.00055008085,0.00008486915,0.00066834554,0.00041457696,0.028477153,0.000021881062,0.0000061714895,0.00019400763],"about_ca_topic_score_codex":0.002721219,"about_ca_topic_score_gemma":0.0015404682,"teacher_disagreement_score":0.0996791,"about_ca_system_score_codex":0.00014070013,"about_ca_system_score_gemma":0.00016175547,"threshold_uncertainty_score":0.99989456},"labels":[],"label_agreement":null},{"id":"W4402663308","doi":"10.1249/01.mss.0001059496.34606.81","title":"Relationship Between Frailty And Executive Function By Age And Sex In The Canadian Longitudinal Study Of Aging","year":2024,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Moncton; Université de Sherbrooke; Dalhousie University","funders":"","keywords":"Gerontology; Psychology; Healthy aging; Demography; Longitudinal study; Medicine; Sociology","score_opus":0.057500085718488046,"score_gpt":0.33116230054415446,"score_spread":0.27366221482566644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402663308","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99534965,0.0005754154,0.00001127426,0.0020139813,0.00016282221,0.0008027683,0.0000037014524,0.000018208317,0.0010621605],"genre_scores_gemma":[0.99934167,0.00003630744,0.000025050016,0.00009011589,0.00006437417,0.000026520764,0.000011157906,0.000009392057,0.00039544373],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99799085,0.00003924151,0.00039416217,0.00047452838,0.0007844504,0.00031674688],"domain_scores_gemma":[0.99915373,0.00026165473,0.000054201646,0.00027644646,0.000043673466,0.00021028651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002388282,0.00014833045,0.00033762082,0.00077514735,0.00016876284,0.000038201804,0.00013915852,0.000055467004,0.000023499631],"category_scores_gemma":[0.00029263739,0.00010076498,0.000012210999,0.0016527827,0.00092192285,0.00026330038,0.000039143724,0.0004379664,7.512358e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007483069,0.000038499496,0.9603405,0.000057576803,5.820574e-7,0.0005054601,0.024451498,0.0000016124241,0.000009914668,0.000009871819,0.0006205531,0.013956427],"study_design_scores_gemma":[0.00064400997,0.00030261395,0.9835951,0.0009032617,0.00009581731,0.00003970233,0.013609123,0.00007873669,0.000002487064,0.00037281486,0.00027009373,0.000086272106],"about_ca_topic_score_codex":0.10117627,"about_ca_topic_score_gemma":0.09747112,"teacher_disagreement_score":0.023254545,"about_ca_system_score_codex":0.00016881774,"about_ca_system_score_gemma":0.00026317235,"threshold_uncertainty_score":0.9189977},"labels":[],"label_agreement":null},{"id":"W4402663367","doi":"10.1249/01.mss.0001055660.03739.91","title":"Impact Of A Walk With A Future Doc Program On Participant Frailty Levels","year":2024,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Gerontology; Psychology; Medicine","score_opus":0.04638306314716707,"score_gpt":0.3673021062915406,"score_spread":0.32091904314437353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402663367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921125,0.00037594765,0.0000148077415,0.0030896268,0.0006661683,0.0015978719,0.000009389831,0.00021957126,0.00191411],"genre_scores_gemma":[0.99761283,0.00012898701,0.00076513895,0.00013828566,0.0003760734,0.00016499702,0.00000895505,0.000038372316,0.00076637825],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99546677,0.000019793064,0.00069218915,0.0008496453,0.0020107985,0.000960784],"domain_scores_gemma":[0.99813527,0.000077183795,0.00013477962,0.00086021004,0.00025156894,0.0005410149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014925492,0.0003792857,0.0008759953,0.00082750886,0.00008426882,0.00003586371,0.00035546455,0.000102881044,0.0008182354],"category_scores_gemma":[0.00023371825,0.00020833647,0.0001255499,0.003338767,0.0017365457,0.00032709457,0.0000678981,0.0005639131,0.000022575236],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005847543,0.0010483473,0.40372628,0.00040374073,0.000007735279,0.0030892084,0.010987203,0.00009420143,0.0014783186,0.00003196226,0.0027223746,0.57582587],"study_design_scores_gemma":[0.0013598632,0.0039608036,0.98227555,0.007770715,0.00018143318,0.00025310912,0.0011716372,0.0010026692,0.00015547799,0.00009546377,0.0015409606,0.00023233487],"about_ca_topic_score_codex":0.00052815094,"about_ca_topic_score_gemma":0.000058439622,"teacher_disagreement_score":0.57854927,"about_ca_system_score_codex":0.00029907087,"about_ca_system_score_gemma":0.0012411686,"threshold_uncertainty_score":0.8959104},"labels":[],"label_agreement":null},{"id":"W4402858654","doi":"10.3138/cim-47-3-award","title":"Young Investigator Interview with CSCI Awardee, Dr. Kenneth Rockwood","year":2024,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Dalhousie University; Western University","funders":"","keywords":"Geriatrics; Gerontology; Medicine; Family medicine; Psychology; Psychiatry","score_opus":0.19282834157842513,"score_gpt":0.3749138304428867,"score_spread":0.18208548886446155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402858654","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34269193,0.02597481,0.0013306558,0.6113103,0.0027667533,0.001436436,0.000031967305,0.000756912,0.013700207],"genre_scores_gemma":[0.9336472,0.0028711085,0.0037954657,0.035813145,0.003227604,0.00009658917,0.000138693,0.00012862832,0.020281542],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967999,0.00028827428,0.0010407342,0.00092434575,0.0005251082,0.00042166337],"domain_scores_gemma":[0.99693346,0.0005225055,0.0001304817,0.00047913133,0.00023276352,0.0017016539],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001286514,0.0004370645,0.0010846152,0.00017468458,0.00009802809,0.000039752922,0.00017751344,0.00021932866,0.00033956752],"category_scores_gemma":[0.004629316,0.0002532152,0.00012573361,0.00065968203,0.014285564,0.0002463064,0.00013732782,0.0011871386,0.00014130642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018202074,0.00026409607,0.18186356,0.002948939,0.001087541,0.0012010633,0.0037885779,0.0000010038342,0.0016176298,0.010247592,0.74679035,0.050007634],"study_design_scores_gemma":[0.008317059,0.013030384,0.21405238,0.028401194,0.0016917745,0.001464323,0.001207494,0.002777926,0.0014050535,0.04461992,0.68209004,0.0009424764],"about_ca_topic_score_codex":0.00008866583,"about_ca_topic_score_gemma":0.000082732426,"teacher_disagreement_score":0.5909553,"about_ca_system_score_codex":0.000044297583,"about_ca_system_score_gemma":0.00047568136,"threshold_uncertainty_score":0.999992},"labels":[],"label_agreement":null},{"id":"W4402894663","doi":"10.3389/fpubh.2024.1431048","title":"Frailty in middle-aged and older adult postoperative patients with gynecological malignancies structural equation modeling","year":2024,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Structural equation modeling; Malignancy; Cervical cancer; Gerontology; Cross-sectional study; Cancer; Internal medicine; Pathology; Nursing","score_opus":0.04743675241423857,"score_gpt":0.2850643318930791,"score_spread":0.23762757947884056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402894663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9709621,0.00074139575,0.013033842,0.013335762,0.0005805093,0.0010857917,0.00003103215,0.0000892237,0.00014035776],"genre_scores_gemma":[0.9836433,0.00008517302,0.013633296,0.002179221,0.00004184991,0.00006390929,0.00018807083,0.000026990734,0.00013819053],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978601,0.00018959465,0.0004842364,0.00050768926,0.0003804964,0.00057790737],"domain_scores_gemma":[0.99928296,0.00007631331,0.000055844048,0.00018321416,0.00014858827,0.00025309005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046559426,0.00021799665,0.00043577654,0.00043173615,0.00008786345,0.00009157689,0.000083772415,0.00015608697,0.000036029018],"category_scores_gemma":[0.0004885713,0.00016221016,0.000028591981,0.00054999086,0.00010283986,0.00045813085,0.00004351405,0.00054394023,0.0000023757589],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014069933,0.00015425983,0.9349417,0.00047448513,0.000051027197,0.000049429626,0.016541647,0.00032660112,0.0000039685915,0.00068271044,0.0024859386,0.044147514],"study_design_scores_gemma":[0.0035768454,0.0007348456,0.71390384,0.00080845284,0.000008878757,0.000012738628,0.0029473694,0.27703685,0.0000031044992,0.0004900421,0.0002412573,0.0002357726],"about_ca_topic_score_codex":0.0003500418,"about_ca_topic_score_gemma":0.00046343272,"teacher_disagreement_score":0.27671024,"about_ca_system_score_codex":0.00075377716,"about_ca_system_score_gemma":0.0006193936,"threshold_uncertainty_score":0.6614738},"labels":[],"label_agreement":null},{"id":"W4402923064","doi":"10.1007/s44337-024-00056-0","title":"Exploring the intersection of cancer, sepsis, and frailty: a scoping review","year":2024,"lang":"en","type":"review","venue":"Discover Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital; McMaster University","funders":"Canadian Frailty Network; Canada Research Chairs; Government of Canada","keywords":"Intersection (aeronautics); Sepsis; Medicine; Gerontology; Engineering; Immunology; Transport engineering","score_opus":0.26048649363796017,"score_gpt":0.4577137644460674,"score_spread":0.1972272708081072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402923064","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000022930017,0.991425,0.00001915949,0.0032727674,0.0017985769,0.002554002,0.000036013233,0.00005359448,0.0008180033],"genre_scores_gemma":[0.000029303106,0.9964417,0.000014616891,0.0006643208,0.0009916825,0.00074935955,0.0000950174,0.00008366112,0.0009303033],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9975798,0.000105598585,0.001044951,0.0005116191,0.00050642685,0.00025157316],"domain_scores_gemma":[0.99852616,0.0002731968,0.00036969726,0.00063224975,0.0000759217,0.00012277739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048159747,0.0004728001,0.0027002941,0.00018452934,0.000044195083,0.000012565663,0.00018033662,0.00009822004,0.00018822665],"category_scores_gemma":[0.0005075977,0.00023155911,0.0003384242,0.0006887293,0.00031295072,0.00013419092,0.00016677708,0.00074428297,0.00002178665],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041280964,0.000009109394,0.0000034204274,0.41643846,0.00030511405,0.00001789985,0.00029078798,2.3159856e-8,9.668197e-7,0.000037096608,0.005944191,0.5769488],"study_design_scores_gemma":[0.00020624347,0.00011362202,0.000008193562,0.62881285,0.007163149,0.000109707515,0.00008867827,0.0000017516223,0.000001803884,0.000010344138,0.36336574,0.00011793384],"about_ca_topic_score_codex":0.0006037348,"about_ca_topic_score_gemma":0.00018309936,"teacher_disagreement_score":0.57683086,"about_ca_system_score_codex":0.00019778356,"about_ca_system_score_gemma":0.0004963486,"threshold_uncertainty_score":0.9442706},"labels":[],"label_agreement":null},{"id":"W4402935987","doi":"10.1016/j.emc.2024.08.004","title":"Frailty-aware Care in the Emergency Department","year":2024,"lang":"en","type":"review","venue":"Emergency Medicine Clinics of North America","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Emergency department; Medical emergency; Emergency medicine; Intensive care medicine; Nursing","score_opus":0.09408077117381375,"score_gpt":0.4337871206441773,"score_spread":0.33970634947036354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402935987","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012356244,0.98293865,0.00002555803,0.0012224393,0.007199998,0.003166641,0.00045589212,0.000107716274,0.0047595464],"genre_scores_gemma":[0.00024276694,0.9906208,0.00008632198,0.00020175544,0.0020250077,0.0005683534,0.003261313,0.00019905806,0.0027946401],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910956,0.0004708874,0.005003098,0.0012474305,0.0013633943,0.0008195685],"domain_scores_gemma":[0.9950521,0.00040138807,0.0014638035,0.0022546644,0.00046861471,0.00035941706],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006407497,0.001192996,0.0045479177,0.00074323185,0.000086296124,0.0000033518106,0.0012714682,0.00042076997,0.0038132933],"category_scores_gemma":[0.0013865501,0.0006982142,0.0016617051,0.0033435763,0.00038642102,0.0000650989,0.00025816992,0.002235267,0.00058213656],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027102906,0.00026578034,0.001784675,0.04175064,0.00050124555,0.00014694798,0.0019785187,0.0000014838894,1.1834882e-8,0.0000069137072,0.17660315,0.77693355],"study_design_scores_gemma":[0.00052958995,0.0020018956,0.00091262365,0.016784461,0.0064216955,0.000051541574,0.000950393,0.000011031705,2.0270724e-8,0.000031713393,0.97177494,0.00053008116],"about_ca_topic_score_codex":0.00024896697,"about_ca_topic_score_gemma":0.00079758145,"teacher_disagreement_score":0.7951718,"about_ca_system_score_codex":0.00020498176,"about_ca_system_score_gemma":0.0008614447,"threshold_uncertainty_score":0.9995469},"labels":[],"label_agreement":null},{"id":"W4402953973","doi":"10.1111/ajag.13365","title":"The Australian Frailty Network: Development of a consumer‐focussed national response to frailty","year":2024,"lang":"en","type":"article","venue":"Australasian Journal on Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Queen's University","funders":"Canadian Frailty Network; University of Queensland","keywords":"Scope (computer science); Psychological intervention; Government (linguistics); Summit; Gerontology; Medicine; Multidisciplinary approach; Scale (ratio); Corporate governance; Geriatrics; Best practice; Health care; Public relations; Nursing; Business; Political science","score_opus":0.054788995614410745,"score_gpt":0.34191040165391096,"score_spread":0.2871214060395002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402953973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9445632,0.0003339649,0.0008376219,0.04757967,0.0015398251,0.0006666509,0.000019262647,0.00013914536,0.004320671],"genre_scores_gemma":[0.9754077,0.00002162078,0.008432668,0.00051041524,0.00055863045,0.000016828619,0.0000060853577,0.000048821472,0.014997218],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967784,0.00020923179,0.0009118669,0.00032338535,0.0011092173,0.00066787575],"domain_scores_gemma":[0.9980175,0.00073360733,0.00017302055,0.0002768256,0.00027862948,0.0005204522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022746206,0.00028564472,0.0003426253,0.00029272377,0.00048067546,0.00023018991,0.00030138087,0.0001443215,0.00027674262],"category_scores_gemma":[0.00090417656,0.0001994239,0.00020779239,0.00063468586,0.00012780791,0.00014760322,0.000055390912,0.0011074409,0.0003128681],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0075973147,0.00039990628,0.0039016083,0.00038082982,0.0023235525,0.0072848042,0.010353631,0.0030463187,0.050724607,0.0027598175,0.5498768,0.3613508],"study_design_scores_gemma":[0.0014858132,0.00066416524,0.14551012,0.0033458292,0.000090748814,0.0014259026,0.00053018273,0.00013460501,0.007173099,0.00060657546,0.83869463,0.0003383381],"about_ca_topic_score_codex":0.0000039910765,"about_ca_topic_score_gemma":0.000028523958,"teacher_disagreement_score":0.36101246,"about_ca_system_score_codex":0.00046338528,"about_ca_system_score_gemma":0.0012154595,"threshold_uncertainty_score":0.81322706},"labels":[],"label_agreement":null},{"id":"W4402967339","doi":"10.1159/000541670","title":"Epidemiology and Outcomes Associated with Cognitive Frailty and Reserve in a Stroke Population: Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Cerebrovascular Diseases","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive reserve; Medicine; Cognition; Stroke (engine); Cognitive decline; Population; Gerontology; Physical medicine and rehabilitation; Dementia; Psychiatry; Environmental health; Cognitive impairment; Internal medicine; Disease","score_opus":0.12452349271882089,"score_gpt":0.3971790473771561,"score_spread":0.2726555546583352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402967339","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011705027,0.99304426,0.000007702617,0.0005149512,0.000015183221,0.0049547795,0.0012623648,0.000067006426,0.000016717499],"genre_scores_gemma":[0.000888175,0.99453986,0.000050834173,0.00056826766,0.000014680912,0.0011807465,0.0016639526,0.00007579637,0.001017694],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99451,0.0020536175,0.0015122948,0.0011407466,0.00040111164,0.00038223952],"domain_scores_gemma":[0.9953396,0.0027181446,0.0006503217,0.00074697525,0.00016464444,0.00038035723],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0013255718,0.0008060569,0.015990926,0.0006098885,0.000063149906,0.000039790644,0.000114748495,0.0003167909,0.0000902503],"category_scores_gemma":[0.009471134,0.00044855868,0.002439457,0.000976752,0.00022459583,0.00010367185,0.00018632322,0.0004920776,0.000007887389],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000034828818,0.000057159945,0.019772043,0.6794289,0.29998094,0.000061649625,0.00002027758,1.1559484e-7,2.2902083e-10,0.000019594809,0.000047049627,0.0006087984],"study_design_scores_gemma":[0.00047842052,0.000069547474,0.020705238,0.14115426,0.8368065,0.000084920255,0.00003188495,0.000010062458,2.1795936e-9,0.00004536282,0.00026370707,0.00035009143],"about_ca_topic_score_codex":0.00030167715,"about_ca_topic_score_gemma":0.00077001436,"teacher_disagreement_score":0.53827465,"about_ca_system_score_codex":0.000120702185,"about_ca_system_score_gemma":0.000119031894,"threshold_uncertainty_score":0.9997966},"labels":[],"label_agreement":null},{"id":"W4402993330","doi":"10.1093/ageing/afae178.335","title":"Implementing a Pilot Geriatric Oncology Service at a National Cancer Centre in Dublin","year":2024,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatric oncology; Service (business); Cancer; Geriatrics; Family medicine; Oncology; Gerontology; Internal medicine; Psychiatry","score_opus":0.034876213409604714,"score_gpt":0.3397174020741694,"score_spread":0.30484118866456467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402993330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98127353,0.0020867663,0.0000097582315,0.01068828,0.00017993085,0.00018172426,0.0000116923575,0.000051696956,0.005516648],"genre_scores_gemma":[0.9947324,0.00017416557,0.00022321386,0.0016237793,0.00034149876,0.000018955137,0.000030959458,0.000012915097,0.0028421143],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992263,0.000022929116,0.00016951327,0.00019916608,0.00013737865,0.00024471426],"domain_scores_gemma":[0.99972534,0.00011428864,0.000022400549,0.000048641694,0.00003859082,0.000050716833],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019483706,0.000076006174,0.00012841422,0.00013148088,0.0000550543,0.000028634444,0.000029839242,0.000035387096,0.00043305653],"category_scores_gemma":[0.000044333017,0.00006836294,0.00001914902,0.00028025673,0.000009051853,0.000076652665,0.000096996286,0.00013518118,0.000033216744],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045128772,0.0005138748,0.040950682,0.0055820583,0.00052215793,0.12685394,0.03229596,0.00010546701,0.13474238,0.0030500633,0.06068526,0.59424686],"study_design_scores_gemma":[0.005095255,0.00027418975,0.21763179,0.0017918638,0.00015657624,0.0003337322,0.00083581626,0.012611582,0.00061993394,0.0007232642,0.75955534,0.00037063996],"about_ca_topic_score_codex":0.0015294055,"about_ca_topic_score_gemma":0.013511383,"teacher_disagreement_score":0.6988701,"about_ca_system_score_codex":0.00023882494,"about_ca_system_score_gemma":0.00011413156,"threshold_uncertainty_score":0.75396687},"labels":[],"label_agreement":null},{"id":"W4403003654","doi":"10.3389/fmed.2024.1466366","title":"The Edmonton Frail Scale as a screening score for frailty in oncogeriatrics","year":2024,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Comorbidity; Medicine; Internal medicine; Pathological; Stage (stratigraphy); Cancer; Geriatric oncology; Gerontology; Charlson comorbidity index","score_opus":0.0296791945461255,"score_gpt":0.3179784361352294,"score_spread":0.2882992415891039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403003654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32757038,0.17183617,0.22126366,0.21821725,0.023699721,0.008595098,0.00007861726,0.0008413176,0.027897768],"genre_scores_gemma":[0.8576731,0.0062421435,0.086188585,0.0058531556,0.0056318315,0.0010174938,0.00031464026,0.0003436379,0.036735386],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974381,0.000069134265,0.0006828601,0.0005521826,0.00061880023,0.0006389523],"domain_scores_gemma":[0.9985754,0.00054684683,0.00007367153,0.0005063238,0.0000962488,0.00020152456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014476209,0.00028628024,0.0006873038,0.00054697774,0.00011313853,0.0000385611,0.000296177,0.00023130786,0.00006167563],"category_scores_gemma":[0.0016757528,0.00019220132,0.00012202149,0.001132364,0.00034999536,0.00013274989,0.0000619097,0.0007473802,0.000015660444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00092616864,0.000091332455,0.0760711,0.0006099995,0.00012377818,0.00037981596,0.00428409,0.000042366373,0.0004050995,0.00026026863,0.5612476,0.3555584],"study_design_scores_gemma":[0.011142634,0.0017272648,0.058035787,0.0073445276,0.00033555325,0.00016242602,0.0066770045,0.035719212,0.0004271342,0.008291917,0.8695838,0.0005527409],"about_ca_topic_score_codex":0.0004614346,"about_ca_topic_score_gemma":0.00054125115,"teacher_disagreement_score":0.5301027,"about_ca_system_score_codex":0.00036395862,"about_ca_system_score_gemma":0.00024374491,"threshold_uncertainty_score":0.78377426},"labels":[],"label_agreement":null},{"id":"W4403027214","doi":"10.1111/joim.20014","title":"Delirium and frailty in older adults: Clinical overlap and biological underpinnings","year":2024,"lang":"en","type":"review","venue":"Journal of Internal Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Delirium; Medicine; Intensive care medicine; MEDLINE; Comorbidity; Psychiatry; Gerontology","score_opus":0.10671298525592234,"score_gpt":0.4441489024355743,"score_spread":0.337435917179652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403027214","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004604982,0.9883992,0.00006779864,0.004066263,0.0019371232,0.00049608515,0.000009928282,0.000019404704,0.00039923115],"genre_scores_gemma":[0.0018357873,0.99217564,0.00037462596,0.0021037187,0.0029263739,0.000006809932,0.000008403407,0.00006157491,0.00050709676],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950289,0.0002461497,0.0032624353,0.00052632985,0.0005879197,0.00034825792],"domain_scores_gemma":[0.9965799,0.0010926392,0.0011316661,0.00026004395,0.0003739782,0.0005618148],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0018121842,0.0005823796,0.004111477,0.0008172248,0.000018713326,0.000029702811,0.00027815206,0.0007152063,0.00015489684],"category_scores_gemma":[0.0042607673,0.00030670714,0.00050481106,0.000316312,0.00064623106,0.00010034327,0.00022834678,0.0035524282,0.000018796925],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043273089,0.00017854838,0.003786334,0.015209993,0.0007149996,0.004568594,0.00042342368,1.3993131e-8,0.0000011194223,0.000034663175,0.02765731,0.9469923],"study_design_scores_gemma":[0.0044281115,0.0036698878,0.0039742747,0.35160148,0.002025809,0.022523148,0.0004095541,0.000018803694,2.3642153e-7,0.00012829521,0.6109604,0.0002599718],"about_ca_topic_score_codex":0.00006801289,"about_ca_topic_score_gemma":0.000013264815,"teacher_disagreement_score":0.9467323,"about_ca_system_score_codex":0.00019648449,"about_ca_system_score_gemma":0.0002750138,"threshold_uncertainty_score":0.9999385},"labels":[],"label_agreement":null},{"id":"W4403083486","doi":"10.1093/ageing/afae215","title":"The temporal sequence and reciprocal relationships of frailty, social isolation and loneliness in older adults across 21 years","year":2024,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"National Institute on Aging","keywords":"Loneliness; Social isolation; Gerontology; Frailty Index; Isolation (microbiology); Medicine; Psychological intervention; Social support; Psychology; Social psychology; Psychiatry","score_opus":0.04530086971839138,"score_gpt":0.3285580558224604,"score_spread":0.283257186104069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403083486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961569,0.0018631651,0.00018268863,0.0014541862,0.00005965051,0.00017874425,0.000007035765,0.000021517755,0.00007615154],"genre_scores_gemma":[0.9991163,0.00021934208,0.0002080729,0.000045504697,0.000098190416,0.0000067047,0.000012830771,0.000009993948,0.00028308405],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993689,0.000038354658,0.00018983599,0.0001733341,0.00010445502,0.0001251368],"domain_scores_gemma":[0.9996116,0.00023317797,0.000031761298,0.00006483686,0.000025056937,0.000033522272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029376333,0.00007098044,0.000118755685,0.000034695073,0.00012884013,0.000057021512,0.000024662737,0.00008142597,0.0000020942193],"category_scores_gemma":[0.00017840194,0.000054875924,0.000015299496,0.00014555808,0.00014721637,0.00014037537,0.00004577493,0.00024297427,9.657685e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002848486,0.000057676913,0.1553148,0.0011510504,0.00006098718,0.005653258,0.08223167,0.000005145267,0.0044597103,0.00072225375,0.0006605625,0.74939805],"study_design_scores_gemma":[0.0007843482,0.000041125662,0.99149454,0.0009141059,0.000017392176,0.000046618658,0.0020549165,0.0032906549,0.000046624882,0.0006331102,0.00059915904,0.000077378325],"about_ca_topic_score_codex":0.00023550891,"about_ca_topic_score_gemma":0.0006403442,"teacher_disagreement_score":0.8361798,"about_ca_system_score_codex":0.000014188001,"about_ca_system_score_gemma":0.00002051166,"threshold_uncertainty_score":0.22377752},"labels":[],"label_agreement":null},{"id":"W4403109482","doi":"10.1017/s071498082400031x","title":"Frailty, Body Composition, and Glycemic Control in Older Adults with Type 2 Diabetes","year":2024,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Glycemic; Medicine; Glycated hemoglobin; Waist; Diabetes mellitus; Body mass index; Type 2 diabetes; Gerontology; Internal medicine; Endocrinology","score_opus":0.00591307266976516,"score_gpt":0.21448290185211344,"score_spread":0.2085698291823483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403109482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9746851,0.0038903584,0.00004182215,0.019303024,0.00070635055,0.0005316929,0.00005403395,0.0000356353,0.0007520182],"genre_scores_gemma":[0.99610364,0.00017138186,0.00008926719,0.0027718032,0.0003564581,0.00002584821,0.00005006869,0.00006846135,0.00036309264],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99811256,0.0000793367,0.00040586595,0.000430387,0.0001368967,0.0008349397],"domain_scores_gemma":[0.9975604,0.00014870876,0.00007653768,0.00025864132,0.0002039418,0.0017517589],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000354713,0.00030628365,0.0004146131,0.00076453807,0.0001830678,0.00022757152,0.00014326672,0.00010407536,0.00028978763],"category_scores_gemma":[0.000094890864,0.0002687109,0.00006332805,0.00045260647,0.00012311498,0.0001507608,0.000009548644,0.0007390703,0.000022321477],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026115347,0.00061154197,0.5840238,0.0062994086,0.0028516934,0.12229562,0.06652117,0.0020677908,0.0058393837,0.008836125,0.10318042,0.09486156],"study_design_scores_gemma":[0.026529662,0.0056246184,0.42722806,0.068221636,0.0008902217,0.018265363,0.0035001272,0.022221435,0.00041839568,0.00036435365,0.42435277,0.0023833537],"about_ca_topic_score_codex":0.009022376,"about_ca_topic_score_gemma":0.21272781,"teacher_disagreement_score":0.32117236,"about_ca_system_score_codex":0.0012315408,"about_ca_system_score_gemma":0.00081468886,"threshold_uncertainty_score":0.9999765},"labels":[],"label_agreement":null},{"id":"W4403122194","doi":"10.1016/j.lanhl.2024.100644","title":"Defining the role and reach of a geriatrician","year":2024,"lang":"en","type":"review","venue":"The Lancet Healthy Longevity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Medical Research Council; World Health Organization","keywords":"Psychology; Computer science","score_opus":0.059807734403854014,"score_gpt":0.38699705947812013,"score_spread":0.3271893250742661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403122194","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000080544145,0.98732805,0.00000211839,0.006948125,0.00033981062,0.0013535379,0.00013236314,0.000079992984,0.0037354555],"genre_scores_gemma":[0.00048649014,0.9969477,0.00015325744,0.0008191956,0.001113728,0.00009267447,0.000043841046,0.000060305392,0.0002828297],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977667,0.0004387565,0.0006438371,0.00038420234,0.00032554852,0.0004409879],"domain_scores_gemma":[0.9975767,0.00073514524,0.00036180246,0.0011610144,0.000048246715,0.00011710138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001824718,0.00033891626,0.0022828502,0.00008887911,0.00012610342,0.000030345118,0.0003666765,0.00023640682,0.000016287524],"category_scores_gemma":[0.00033316418,0.00015235913,0.0002776367,0.0004708457,0.00020018751,0.000025715797,0.0002239225,0.0013925376,0.000104820545],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041034957,0.00002488986,0.00008306848,0.044863753,0.00015259876,0.000013839107,0.00043427484,3.7537895e-8,5.6435923e-8,0.0014350186,0.0051650815,0.94778633],"study_design_scores_gemma":[0.00025172537,0.00016194553,0.0002882414,0.011822945,0.0019872424,0.0003513527,0.000053823707,0.000011928291,2.9711535e-7,0.00042095498,0.9845173,0.00013228662],"about_ca_topic_score_codex":0.000392308,"about_ca_topic_score_gemma":0.00012454909,"teacher_disagreement_score":0.9793522,"about_ca_system_score_codex":0.00011926853,"about_ca_system_score_gemma":0.00050973106,"threshold_uncertainty_score":0.6213025},"labels":[],"label_agreement":null},{"id":"W4403225918","doi":"10.1016/j.cjca.2024.08.230","title":"THE RELATIONSHIP BETWEEN FRAILTY AND POSTOPERATIVE ATRIAL FIBRILLATION IN PATIENTS UNDERGOING CARDIAC SURGERY: A SYSTEMATIC REVIEW AND META-ANALYSIS","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Meta-analysis; Cardiac surgery; Internal medicine; Cardiology","score_opus":0.13139296923350854,"score_gpt":0.3509258869432188,"score_spread":0.21953291770971026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403225918","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007241618,0.9964491,0.000008728319,0.0013647039,0.00022836753,0.001567587,0.0002523383,0.0000031652776,0.00005360123],"genre_scores_gemma":[0.011563384,0.9877216,0.000012660518,0.000052928724,0.00033825744,0.000015434298,0.00012198816,0.000031544663,0.00014218104],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9951744,0.0023147336,0.0017408472,0.00027488777,0.00021604536,0.0002790796],"domain_scores_gemma":[0.991319,0.006886931,0.00080139725,0.0003367635,0.00026761647,0.00038826923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026929043,0.00034245092,0.009707979,0.00097436336,0.000126035,0.00007118414,0.0001052441,0.00031904323,0.0000034423601],"category_scores_gemma":[0.007598197,0.00019193371,0.0033886305,0.0008092136,0.0001440526,0.00007812444,0.00002465304,0.00071778544,0.000005346312],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009044543,4.1032632e-7,0.0998632,0.50016016,0.38746658,0.00011152189,0.00018038914,0.000016206333,6.0436756e-10,0.00011329725,0.00514157,0.0069376286],"study_design_scores_gemma":[0.000116022995,0.000086358916,0.006875009,0.031858955,0.9038491,0.00015691938,0.000018861469,3.3095358e-7,1.1943135e-9,0.00005033008,0.056819405,0.00016868104],"about_ca_topic_score_codex":0.00019733187,"about_ca_topic_score_gemma":0.0013439157,"teacher_disagreement_score":0.5163826,"about_ca_system_score_codex":0.00041533855,"about_ca_system_score_gemma":0.0020705182,"threshold_uncertainty_score":0.90963006},"labels":[],"label_agreement":null},{"id":"W4403259494","doi":"10.1101/2024.10.09.24315145","title":"Short-term frailty index fluctuations in older adults: Noise or signal?","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie University; Austrian Science Fund","keywords":"Term (time); Index (typography); Noise (video); Frailty Index; SIGNAL (programming language); Gerontology; Statistics; Computer science; Medicine; Mathematics; Physics; Artificial intelligence","score_opus":0.031282315914285604,"score_gpt":0.31475203125788553,"score_spread":0.28346971534359994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403259494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850307,0.0017875069,0.00047901916,0.004422444,0.0017701288,0.002481997,0.00020313663,0.00047163476,0.003353438],"genre_scores_gemma":[0.9894599,0.00023264837,0.00059653004,0.0004809071,0.00085016154,0.0006893036,0.0004353184,0.0001801983,0.0070750574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959424,0.0001105051,0.0010638422,0.0013587115,0.0008779079,0.00064664363],"domain_scores_gemma":[0.99755,0.00024308437,0.00013203344,0.001490126,0.00025156888,0.0003331996],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00041012853,0.00070103095,0.000989659,0.0008118762,0.000053996508,0.00010125969,0.0005440259,0.00086812384,0.0020210482],"category_scores_gemma":[0.00050457154,0.0005694054,0.0003384426,0.00066617917,0.00017189505,0.000073586685,0.0011385595,0.002898742,0.0006924242],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015731334,0.0022337157,0.7982129,0.012749715,0.0012396703,0.0075644646,0.015931271,0.0005699676,0.0032795472,0.00014405603,0.024214307,0.1322873],"study_design_scores_gemma":[0.0023587265,0.00015500543,0.97267675,0.011965086,0.00048735336,0.00013524006,0.000335438,0.006957155,0.0012579118,0.0010481022,0.0017537617,0.0008694452],"about_ca_topic_score_codex":0.00021765569,"about_ca_topic_score_gemma":0.0010414051,"teacher_disagreement_score":0.17446391,"about_ca_system_score_codex":0.00036389424,"about_ca_system_score_gemma":0.0007250114,"threshold_uncertainty_score":0.99967575},"labels":[],"label_agreement":null},{"id":"W4403267879","doi":"10.1016/j.jclinepi.2024.111553","title":"Joint models inform the longitudinal assessment of patient-reported outcomes in clinical trials: a simulation study and secondary analysis of the restrictive Vs. liberal fluid therapy for major abdominal surgery (RELIEF) randomized controlled trial","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Epidemiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Mount Sinai Hospital; Institute for Work & Health; University of Toronto; University Health Network; Public Health Ontario; Toronto Rehabilitation Institute","funders":"Medical Research Council; National Health and Medical Research Council; Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; University of Toronto","keywords":"Randomized controlled trial; Medicine; Physical therapy; Clinical trial; Surgery; Internal medicine","score_opus":0.34190616447477085,"score_gpt":0.5511871272683779,"score_spread":0.20928096279360708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403267879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9752294,0.0010588677,0.0058709425,0.0075617624,0.0023862387,0.007833379,0.000022372535,0.000007998983,0.000029054834],"genre_scores_gemma":[0.9963124,0.0011980153,0.0009561777,0.00080119254,0.00047728422,0.00019714964,0.0000074880886,0.000018875395,0.000031445747],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.94392097,0.026984284,0.02767135,0.00043463055,0.0006731883,0.00031555217],"domain_scores_gemma":[0.3767589,0.6048376,0.016377509,0.00067089294,0.0011217177,0.00023334766],"candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.21100429,0.00032383646,0.01899992,0.00073836494,0.000053800795,0.000015985961,0.00021187268,0.0004528508,0.00003780775],"category_scores_gemma":[0.36375684,0.00013511787,0.008958581,0.0005876378,0.00068511517,0.00017799523,0.00008888643,0.0015410173,1.07717874e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.6687418,0.0018256556,0.28724605,0.000038116283,0.021122906,0.000021724343,0.0002493035,0.007371776,0.0000013182945,0.00010587085,0.00025265457,0.013022779],"study_design_scores_gemma":[0.42219424,0.0038049747,0.37450352,0.00012795917,0.0067977235,0.000010133842,0.00010237824,0.19033344,6.978366e-7,0.0020489253,0.000012090572,0.00006390748],"about_ca_topic_score_codex":0.00008716849,"about_ca_topic_score_gemma":0.00004343874,"teacher_disagreement_score":0.5778533,"about_ca_system_score_codex":0.00007388637,"about_ca_system_score_gemma":0.0015718912,"threshold_uncertainty_score":0.99556404},"labels":[],"label_agreement":null},{"id":"W4403298528","doi":"10.55905/cuadv16n10-066","title":"Association between vulnerability, frailty and risk of falling in elderly people","year":2024,"lang":"en","type":"article","venue":"Cuadernos de Educación y Desarrollo","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Poisson regression; Gerontology; Fear of falling; Medicine; Scale (ratio); Falling (accident); Geriatric Depression Scale; Demography; Environmental health; Psychology; Suicide prevention; Poison control; Geography; Psychiatry; Population; Computer security; Cognition; Cartography","score_opus":0.02367747070722364,"score_gpt":0.30504889480118963,"score_spread":0.281371424093966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403298528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9906923,0.0025263163,0.00029759412,0.0050662938,0.00039908758,0.00047689988,0.00006141212,0.00011927644,0.0003607915],"genre_scores_gemma":[0.9964425,0.00038478582,0.0012916516,0.00005863237,0.00043666956,0.000035574354,0.000030045134,0.000045384128,0.0012747486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979604,0.00018913906,0.00054432644,0.0004612906,0.00040327897,0.0004415499],"domain_scores_gemma":[0.9980791,0.0011635737,0.00013238416,0.0003246647,0.00010507986,0.00019515163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011157705,0.00022223695,0.00054752827,0.0002804509,0.000056601544,0.000059230053,0.00011768161,0.0003111307,0.00013624178],"category_scores_gemma":[0.0017966853,0.00021882501,0.00013966871,0.00052245805,0.000060807917,0.00017081412,0.00005560525,0.00080284086,0.000037601225],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034262932,0.00010865753,0.9639942,0.00050972775,0.00028347995,0.000015280777,0.0043768142,0.000032891694,0.0010906253,0.000018633466,0.0013731098,0.028162329],"study_design_scores_gemma":[0.0011856626,0.00029195647,0.98834306,0.0006031163,0.0005168977,0.000028227521,0.0006308258,0.0012378776,0.0026995996,0.0021214795,0.002118911,0.00022238863],"about_ca_topic_score_codex":0.0010223011,"about_ca_topic_score_gemma":0.0008046404,"teacher_disagreement_score":0.02793994,"about_ca_system_score_codex":0.0004731854,"about_ca_system_score_gemma":0.00031753653,"threshold_uncertainty_score":0.89234245},"labels":[],"label_agreement":null},{"id":"W4403395005","doi":"10.1016/j.jgo.2024.101998","title":"SIOG2024-4-P-118 Implementation of a multi-disciplinary geriatric oncology clinic in Toronto, Canada","year":2024,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatric oncology; Family medicine; Discipline; Internal medicine; Oncology; Cancer","score_opus":0.029357894146349088,"score_gpt":0.41749935072839356,"score_spread":0.38814145658204446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403395005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9586757,0.01749323,0.00019106986,0.0098536005,0.0081457365,0.0008182351,0.000051783736,0.000028402717,0.0047422545],"genre_scores_gemma":[0.9887096,0.0025061714,0.005499331,0.00032585146,0.001354677,0.000018720808,0.00001612293,0.000044520955,0.0015249542],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9962423,0.0003433659,0.002181257,0.00030568245,0.00047293873,0.00045446906],"domain_scores_gemma":[0.9973847,0.00092280196,0.0008655019,0.00023520029,0.00033146318,0.00026031293],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014264443,0.00023760676,0.0011590904,0.00056667114,0.00003729774,0.00001150477,0.00024870996,0.00032797176,0.003240518],"category_scores_gemma":[0.00027299143,0.00020288266,0.00026435955,0.00074567663,0.00007169894,0.00023204644,0.00012148718,0.000682416,0.000020937967],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00386543,0.003126751,0.06389878,0.0020877372,0.0014066016,0.019694302,0.007344405,0.00012465612,0.013320498,0.0001391805,0.30051622,0.58447546],"study_design_scores_gemma":[0.027921252,0.02766101,0.62181777,0.00056956103,0.00199157,0.010053768,0.021306971,0.0013578506,0.00097063533,0.00024392195,0.285386,0.00071968563],"about_ca_topic_score_codex":0.16436918,"about_ca_topic_score_gemma":0.6798399,"teacher_disagreement_score":0.58375573,"about_ca_system_score_codex":0.00684527,"about_ca_system_score_gemma":0.012121477,"threshold_uncertainty_score":0.99767065},"labels":[],"label_agreement":null},{"id":"W4403395336","doi":"10.1016/j.jgo.2024.102090","title":"SIOG2024-5-P-177 Validation of the Cancer Aging Research Group (CARG) tool in predicting treatment related outcomes in a Canadian Older Adult Setting","year":2024,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Cancer; Internal medicine","score_opus":0.025207768929852627,"score_gpt":0.38303344870841655,"score_spread":0.35782567977856394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403395336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9757254,0.0018023713,0.0000023671375,0.019402053,0.0015118804,0.00059300265,0.000012996636,0.000010074503,0.0009398222],"genre_scores_gemma":[0.9980253,0.0004763275,0.00036363,0.00014015193,0.00030985154,0.0000326753,0.0000033517954,0.000025690564,0.0006230094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972538,0.0005064354,0.0010818903,0.00022277508,0.0004523059,0.0004828065],"domain_scores_gemma":[0.9982458,0.00081255916,0.0002813579,0.00019894696,0.00032974713,0.00013163556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002270256,0.00014151257,0.00052791246,0.0014742092,0.00006188781,0.000024289982,0.00018333209,0.00022648725,0.000102006605],"category_scores_gemma":[0.0013403549,0.000093551294,0.00015909871,0.0014783904,0.000059565853,0.00015009132,0.000052923475,0.00097392465,0.0000036745434],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008736585,0.0002611368,0.9326712,0.00020990464,0.00017758578,0.00075257977,0.0064361207,0.00034698617,0.0013506582,0.00007371566,0.0011330957,0.05649965],"study_design_scores_gemma":[0.006020089,0.0016181981,0.974917,0.0031178393,0.0003110892,0.00085956696,0.0029699851,0.0028321145,0.00096197455,0.00041955948,0.0057999245,0.00017265993],"about_ca_topic_score_codex":0.13235502,"about_ca_topic_score_gemma":0.16831976,"teacher_disagreement_score":0.056326985,"about_ca_system_score_codex":0.0051674936,"about_ca_system_score_gemma":0.005017731,"threshold_uncertainty_score":0.9986515},"labels":[],"label_agreement":null},{"id":"W4403415987","doi":"10.1097/ta.0000000000004464","title":"Primary care follow-up improves outcomes in older adults following emergency general surgery admission","year":2024,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sunnybrook Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Primary care; Emergency surgery; Emergency medicine; Intensive care medicine; Surgery; Family medicine","score_opus":0.01447911328747732,"score_gpt":0.3138553396589344,"score_spread":0.2993762263714571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403415987","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9749451,0.017651603,0.00008079223,0.001724285,0.0048828563,0.0002601546,0.000017595026,0.00005456677,0.00038304512],"genre_scores_gemma":[0.99765927,0.0010817676,0.00006640411,0.00022623016,0.000671263,0.0000080529,0.000014585741,0.00004290806,0.0002295202],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997876,0.00017317748,0.0008273109,0.00023502375,0.00052809867,0.00036041866],"domain_scores_gemma":[0.9985684,0.00040312498,0.000072626564,0.00021470645,0.0004609585,0.00028019282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004856352,0.00027035913,0.0005885008,0.00034088234,0.0001805516,0.000054991815,0.00009360815,0.00017979374,0.00009536945],"category_scores_gemma":[0.00068028615,0.00017361705,0.0005357548,0.00031137132,0.000086516164,0.00037786827,0.000044198456,0.0007086215,0.0000042554634],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014141494,0.00036154236,0.7315679,0.0076730503,0.0003742079,0.00046485369,0.024878196,0.0000038253593,0.0031458905,0.000103910745,0.009312493,0.22069994],"study_design_scores_gemma":[0.0021774322,0.001174563,0.981646,0.0039012851,0.00091108796,0.0007321073,0.0059939795,0.00004337812,0.0015426909,0.00030799015,0.0012020698,0.00036741278],"about_ca_topic_score_codex":0.00030653743,"about_ca_topic_score_gemma":0.00020091698,"teacher_disagreement_score":0.25007805,"about_ca_system_score_codex":0.00023672271,"about_ca_system_score_gemma":0.0002388868,"threshold_uncertainty_score":0.7079898},"labels":[],"label_agreement":null},{"id":"W4403454814","doi":"10.1016/j.lana.2024.100910","title":"Comparison of long-term healthcare use among older adults with disabilities following hospitalization for COVID-19, sepsis, or influenza: a population-based cohort study","year":2024,"lang":"en","type":"article","venue":"The Lancet Regional Health - Americas","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"London Health Sciences Centre; Public Health Ontario; The Scarborough Hospital; Western University; St. Michael's Hospital; Thinkpath Engineering Services (Canada); Centre for Addiction and Mental Health; Institute for Clinical Evaluative Sciences; University Health Network; University of Toronto; Sinai Health System","funders":"Ministry of Long-Term Care; Canadian Institutes of Health Research; Institute for Clinical Evaluative Sciences; Ontario Ministry of Health and Long-Term Care; Ministry of Health, Ontario","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Cohort; Sepsis; Long-term care; Cohort study; Pediatrics; Population; Term (time); Health care; Emergency medicine; Intensive care medicine; Internal medicine; Psychiatry; Environmental health; Disease; Infectious disease (medical specialty)","score_opus":0.1340597070387512,"score_gpt":0.45893423465887023,"score_spread":0.32487452762011904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403454814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9639312,0.001126543,0.00301947,0.025014192,0.00019600583,0.00635924,0.00010365906,0.00024640656,0.0000032625312],"genre_scores_gemma":[0.9892671,0.000050034745,0.00076506374,0.0079967305,0.00026346534,0.00081956293,0.00064279116,0.0000690128,0.00012624319],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970621,0.0002707,0.00081656827,0.0005664415,0.00078048767,0.0005037217],"domain_scores_gemma":[0.9965901,0.001829025,0.00037644774,0.0006792996,0.00019118017,0.00033399445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005812999,0.00029876156,0.0010951831,0.00014275743,0.00029702848,0.000053516505,0.00018332626,0.00007634722,0.000021710828],"category_scores_gemma":[0.0005926023,0.00018614005,0.00016136092,0.00065103895,0.00026240674,0.00019344209,0.000029662238,0.00027949616,0.0000023468472],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018382901,0.00044972633,0.97596115,0.0047185603,0.00021727491,0.00001624133,0.0113073755,0.0005185949,1.9373198e-7,0.00007614166,0.003602703,0.0012937365],"study_design_scores_gemma":[0.003229479,0.0025863997,0.9819589,0.0026891907,0.00018050578,0.000015319232,0.0048318426,0.003924894,0.000001691643,0.000018820214,0.000362031,0.00020088235],"about_ca_topic_score_codex":0.010733251,"about_ca_topic_score_gemma":0.0059304787,"teacher_disagreement_score":0.025335874,"about_ca_system_score_codex":0.0006785312,"about_ca_system_score_gemma":0.0010617594,"threshold_uncertainty_score":0.9958544},"labels":[],"label_agreement":null},{"id":"W4403518708","doi":"10.1177/26323524241288873","title":"Adapting, implementing and evaluating a navigation intervention for older people with cancer and their family caregivers in six countries in Europe: the Horizon Europe-funded EU NAVIGATE project","year":2024,"lang":"en","type":"article","venue":"Palliative Care and Social Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"HORIZON EUROPE European Innovation Council; Fonds Wetenschappelijk Onderzoek","keywords":"Intervention (counseling); Horizon; Business; Political science; Psychology; Gerontology; Economic growth; Medicine; Nursing; Economics","score_opus":0.05246583364499464,"score_gpt":0.4009537427104549,"score_spread":0.3484879090654603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403518708","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98577255,0.007081373,0.0002238925,0.0046660905,0.00008961437,0.00156884,0.00008664081,0.000029715398,0.00048131056],"genre_scores_gemma":[0.99801373,0.0010323159,0.00026016182,0.00019929909,0.000116456526,0.00020320746,0.000089321446,0.000029325804,0.000056181005],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987306,0.00028386386,0.00023522723,0.00033439524,0.00019311202,0.00022279781],"domain_scores_gemma":[0.9982324,0.0009242374,0.00016586472,0.00005618652,0.0005979318,0.00002335121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085910514,0.00016348303,0.00021356429,0.00006117975,0.00022822765,0.00019272188,0.00003630259,0.000050124207,0.0000018496256],"category_scores_gemma":[0.00061124563,0.000114620096,0.000024414021,0.0003765326,0.00008942313,0.0003849014,0.000060422048,0.00031515514,2.6532197e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000992081,0.000044008262,0.029218415,0.0030003693,0.00027553682,0.000041577394,0.77062756,0.0000075611797,0.00053765625,0.0008405135,0.00028224284,0.1941325],"study_design_scores_gemma":[0.006847978,0.0019113892,0.08214052,0.0056404537,0.000634862,0.000020726757,0.860544,0.005219638,0.00022458381,0.000055497512,0.036345318,0.00041503148],"about_ca_topic_score_codex":0.0047920686,"about_ca_topic_score_gemma":0.00544103,"teacher_disagreement_score":0.19371746,"about_ca_system_score_codex":0.00014006307,"about_ca_system_score_gemma":0.0001829423,"threshold_uncertainty_score":0.72442067},"labels":[],"label_agreement":null},{"id":"W4403550400","doi":"10.7759/cureus.71751","title":"High Symptom Burden in Patients With Advanced Chronic or Prolonged Infectious Diseases: Not Only Pain","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care medicine; Chronic pain; Internal medicine; Physical therapy","score_opus":0.00548519652308569,"score_gpt":0.24527801053496007,"score_spread":0.23979281401187438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403550400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949805,0.001285506,0.000088163055,0.0011675842,0.00048355444,0.0013423474,0.000056233846,0.0003867622,0.00020932064],"genre_scores_gemma":[0.9975498,0.00005650451,0.0001381311,0.00030386867,0.00034545126,0.00015506156,0.00015585878,0.00006319457,0.001232168],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854875,0.00007138537,0.00024384458,0.0004296936,0.00034764523,0.0003587132],"domain_scores_gemma":[0.99913716,0.0001648494,0.000043163058,0.00041172866,0.000082810184,0.00016026964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000117717136,0.00022570987,0.0003085417,0.000118213786,0.00003520859,0.000036731064,0.000109603854,0.00009573734,0.00026990502],"category_scores_gemma":[0.0003858447,0.00015653275,0.000049995066,0.00038930416,0.0000676777,0.0001853747,0.000045145272,0.0002907536,0.00010174602],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029527834,0.0012641399,0.6525284,0.0024595456,0.0005661871,0.0011235063,0.002213116,0.0005880423,0.00023950971,0.00027159753,0.006411356,0.32938182],"study_design_scores_gemma":[0.015336858,0.009333752,0.95049113,0.003783178,0.00033786998,0.000039851464,0.000092048074,0.0015102323,0.00014588617,0.00013967884,0.018159539,0.0006299819],"about_ca_topic_score_codex":0.0001509653,"about_ca_topic_score_gemma":0.0008473141,"teacher_disagreement_score":0.32875186,"about_ca_system_score_codex":0.00067008997,"about_ca_system_score_gemma":0.0005169805,"threshold_uncertainty_score":0.63832206},"labels":[],"label_agreement":null},{"id":"W4403557471","doi":"10.1186/s12877-024-05431-1","title":"Association of preoperative cognitive frailty with postoperative complications in older patients under general anesthesia: a prospective cohort study","year":2024,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Health Commission of the People's Republic of China","keywords":"Medicine; Prospective cohort study; Postoperative cognitive dysfunction; Association (psychology); Cognition; Cohort study; Rehabilitation; Cohort; Preoperative care; Anesthesia; Surgery; Gerontology; Physical therapy; Internal medicine; Psychiatry","score_opus":0.016665463543933345,"score_gpt":0.28774118383670266,"score_spread":0.27107572029276933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403557471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99089104,0.00009717584,0.0012531312,0.0006803082,0.000074387295,0.0057780524,0.0000702892,0.00007960549,0.0010759925],"genre_scores_gemma":[0.9958843,0.00000993019,0.0011581536,0.00017535177,0.000054647568,0.0006397477,0.0001812533,0.000043514206,0.0018531241],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979088,0.00020862433,0.00044960977,0.0005567292,0.00061858835,0.0002576809],"domain_scores_gemma":[0.9980435,0.00037049645,0.00015659124,0.00022934072,0.0011188731,0.000081239734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029016065,0.00024955207,0.00045877777,0.00027277996,0.00007218202,0.000052546467,0.00007977741,0.00012996503,0.000055244345],"category_scores_gemma":[0.00028689235,0.00020024372,0.00006573034,0.0011050461,0.00006244074,0.00021087569,0.000035679317,0.000330252,0.00003164871],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019434656,0.0018540942,0.98909855,0.00006524936,0.00031859035,0.000022207127,0.0075463667,0.000086568034,0.000025694359,0.00019058374,0.0005125369,0.00008520211],"study_design_scores_gemma":[0.0043306146,0.0013618781,0.9905802,0.00018099269,0.000410653,0.000015432764,0.002057889,0.0005887937,0.0001921031,0.000048648028,0.000023998064,0.00020876904],"about_ca_topic_score_codex":0.00023108553,"about_ca_topic_score_gemma":0.000714253,"teacher_disagreement_score":0.0054884776,"about_ca_system_score_codex":0.00070870353,"about_ca_system_score_gemma":0.00044795134,"threshold_uncertainty_score":0.8165702},"labels":[],"label_agreement":null},{"id":"W4403616736","doi":"10.3389/fnut.2024.1467751","title":"Joint association of serum sodium and frailty with mild cognitive impairment among hospitalized older adults with chronic diseases: a cross-sectional study","year":2024,"lang":"en","type":"article","venue":"Frontiers in Nutrition","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities","keywords":"Medicine; Montreal Cognitive Assessment; Logistic regression; Internal medicine; Cognitive impairment; Cross-sectional study; Sodium; Risk factor; Disease; Pathology","score_opus":0.006884050647012834,"score_gpt":0.25496935444250074,"score_spread":0.2480853037954879,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403616736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992243,0.0025804385,0.0005440794,0.00021271543,0.00041489894,0.0034777964,0.0003643721,0.0000999575,0.00006272429],"genre_scores_gemma":[0.9978806,0.0002274133,0.0005780456,0.000028427363,0.00018160834,0.000566087,0.0002504004,0.000039470302,0.00024797008],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806523,0.00008223621,0.00040126726,0.000521068,0.0006382373,0.00029196238],"domain_scores_gemma":[0.9992532,0.000053578395,0.00015304695,0.00014881417,0.00026949265,0.00012185876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002189097,0.00023251226,0.000412018,0.00031892303,0.000066081746,0.00007456674,0.000043407807,0.00013853064,0.00004139323],"category_scores_gemma":[0.000052915166,0.00019191168,0.000072461946,0.00040340866,0.00016625757,0.00033243527,0.00002745567,0.00029495265,0.0000020548555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021640584,0.001808328,0.9887907,0.0026413288,0.0004430813,0.00008993607,0.0016765596,0.000006626207,0.000005259578,0.0000019495983,0.002001737,0.0003704431],"study_design_scores_gemma":[0.024321148,0.0037950848,0.9603794,0.007494969,0.00029708527,0.000013485062,0.0017800843,0.0014253394,0.00019828173,0.00006461512,0.000016109767,0.00021436735],"about_ca_topic_score_codex":0.00015521857,"about_ca_topic_score_gemma":0.0001946319,"teacher_disagreement_score":0.028411262,"about_ca_system_score_codex":0.0009837666,"about_ca_system_score_gemma":0.00016039397,"threshold_uncertainty_score":0.7825931},"labels":[],"label_agreement":null},{"id":"W4403657002","doi":"10.1177/08404704241293051","title":"The Integrated Care Team: A primary care based-approach to support older adults with complex health needs","year":2024,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Emmanuel Bible College; McMaster University; University of Waterloo; Lawson Health Research Institute; Western University","funders":"University of Waterloo; Canadian Foundation for Healthcare Improvement","keywords":"Medicine; Medical prescription; Pharmacist; Intervention (counseling); Nursing; Institutionalisation; Dementia; Integrated care; Emergency department; Information and Communications Technology; Primary care; Family medicine; Health care; Pharmacy; Psychiatry","score_opus":0.019271448199433803,"score_gpt":0.2896904164180408,"score_spread":0.27041896821860695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403657002","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022076778,0.03928158,0.018206136,0.6125337,0.0035940378,0.04682459,0.0016377893,0.005250771,0.25059465],"genre_scores_gemma":[0.9480249,0.0002519698,0.007700159,0.033486478,0.00015312516,0.0010184449,0.004349276,0.00017676898,0.004838855],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958234,0.00015152198,0.0006787499,0.00090543705,0.0010517195,0.001389212],"domain_scores_gemma":[0.99751574,0.00006864678,0.000104796156,0.0012107869,0.00040371405,0.00069631066],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003306938,0.00053234736,0.0005950568,0.0005848624,0.0005794485,0.00019123324,0.0004203805,0.00012524684,0.000047033333],"category_scores_gemma":[0.000012324781,0.00034997484,0.00016999921,0.0016174536,0.000120113364,0.00010545164,0.00024708893,0.0006588054,0.00013320225],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010408493,0.00020819431,0.007205734,0.03909347,0.00028244712,0.00021032707,0.021484688,0.000058454574,0.0000011206628,0.0034560452,0.3732133,0.5537454],"study_design_scores_gemma":[0.0030108835,0.003493998,0.020833643,0.0061962605,0.00012918035,0.00009348291,0.20715693,0.0010991173,0.000009768399,0.000008756368,0.7574614,0.00050652405],"about_ca_topic_score_codex":0.0012455244,"about_ca_topic_score_gemma":0.0022729936,"teacher_disagreement_score":0.92594814,"about_ca_system_score_codex":0.0019995817,"about_ca_system_score_gemma":0.0011019174,"threshold_uncertainty_score":0.9998952},"labels":[],"label_agreement":null},{"id":"W4403688258","doi":"10.1016/j.jgo.2024.102131","title":"Geriatric assessment in older adults with metastatic breast cancer: A pilot study","year":2024,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Providence Health Care; BC Cancer Agency; Spinal Cord Injury BC; University of British Columbia","funders":"Pfizer Canada; Pfizer","keywords":"Medicine; Breast cancer; Metastatic breast cancer; Geriatric oncology; Oncology; Cancer; Gerontology; Internal medicine; Family medicine","score_opus":0.017887307840660303,"score_gpt":0.3511638867564818,"score_spread":0.3332765789158215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403688258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98324627,0.0036275934,0.00025426302,0.008944119,0.0017306153,0.001350688,0.00002131802,0.000042661948,0.00078249676],"genre_scores_gemma":[0.99414426,0.0007222786,0.0033118553,0.00020950842,0.0009859976,0.00008215712,0.000002806379,0.000054755066,0.0004863601],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970112,0.0003307573,0.0011662603,0.0003650478,0.00068324624,0.0004435324],"domain_scores_gemma":[0.99820185,0.00042477093,0.000476537,0.00025161676,0.0003749212,0.00027028608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011031923,0.00029091755,0.0010905162,0.0012281595,0.000039565908,0.000049445076,0.00021339931,0.000072447285,0.00071551005],"category_scores_gemma":[0.00006313202,0.00019724983,0.00012345493,0.0015948021,0.00005771566,0.00025147304,0.00005849437,0.0010668525,0.000022581666],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02886119,0.047278274,0.38378674,0.0036114778,0.0052273576,0.08524086,0.015580313,0.00082601083,0.0013488642,0.00011161945,0.04201273,0.38611457],"study_design_scores_gemma":[0.026056914,0.04495979,0.8995865,0.000990879,0.0020532815,0.018690776,0.0037605928,0.0005444172,0.000010900109,0.000044316876,0.0029818204,0.00031980124],"about_ca_topic_score_codex":0.00051772053,"about_ca_topic_score_gemma":0.00069420855,"teacher_disagreement_score":0.51579976,"about_ca_system_score_codex":0.001526176,"about_ca_system_score_gemma":0.0032546634,"threshold_uncertainty_score":0.80436146},"labels":[],"label_agreement":null},{"id":"W4403730837","doi":"10.1016/j.maturitas.2024.108134","title":"Fall risk screening in older adults using the “CARE” frailty scale: The NuAge cohort results","year":2024,"lang":"en","type":"article","venue":"Maturitas","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cohort; Gerontology; Scale (ratio); Cohort study; Internal medicine; Cartography","score_opus":0.01682176072353775,"score_gpt":0.290256361946546,"score_spread":0.2734346012230083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403730837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96893936,0.01117701,0.00050730916,0.00698032,0.0009054382,0.0018410877,0.00028596245,0.00031957106,0.009043939],"genre_scores_gemma":[0.9946861,0.00015421172,0.0021902237,0.00073903945,0.00055381603,0.000053827578,0.00010155265,0.00007559232,0.0014455889],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974775,0.00020852631,0.0005272752,0.00061252556,0.0006430661,0.0005311608],"domain_scores_gemma":[0.9981318,0.0005479481,0.00009024458,0.0010095412,0.00010674934,0.00011370783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008729618,0.00030713086,0.000326029,0.00015079245,0.00024172889,0.00018329157,0.00037117038,0.00020669628,0.0000693755],"category_scores_gemma":[0.0004724264,0.00017360161,0.00017986546,0.00067389413,0.00020840895,0.00015576968,0.00018579389,0.0013388852,0.00010907063],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039777528,0.00066843163,0.4017056,0.0026828386,0.0014708908,0.003045788,0.17521685,0.0010400614,0.0011520939,0.000591422,0.18826413,0.22018413],"study_design_scores_gemma":[0.005221926,0.00017027809,0.871933,0.007146812,0.0006740208,0.0005156436,0.012178518,0.033756286,0.0011784874,0.00018833675,0.066392526,0.0006441587],"about_ca_topic_score_codex":0.0036279517,"about_ca_topic_score_gemma":0.0019645395,"teacher_disagreement_score":0.47022742,"about_ca_system_score_codex":0.00012918962,"about_ca_system_score_gemma":0.00009574884,"threshold_uncertainty_score":0.70792687},"labels":[],"label_agreement":null},{"id":"W4403782424","doi":"10.1080/09638288.2024.2417775","title":"Exploring frailty: muscle strength, functional capacity, activities of daily living and cognition in adult congenital heart disease","year":2024,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Activities of daily living; Gerontology; Cognition; Physical medicine and rehabilitation; Disease; Muscle strength; Heart disease; Psychology; Medicine; Physical therapy; Neuroscience; Cardiology; Internal medicine","score_opus":0.05315747100908172,"score_gpt":0.2769033517770786,"score_spread":0.22374588076799687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403782424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958476,0.00023474006,0.00003532566,0.0030200449,0.00019161052,0.00041774483,0.00008556791,0.00006148139,0.00010587811],"genre_scores_gemma":[0.99930024,0.000040784857,0.00034589655,0.000040679668,0.00007743673,0.00011656157,0.000042027423,0.000012973142,0.000023420458],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99886805,0.00010873246,0.00029914547,0.00035458797,0.00023201504,0.00013744301],"domain_scores_gemma":[0.99761796,0.0020160084,0.000025809548,0.0001470884,0.00007983958,0.000113278096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029971753,0.00012710472,0.00020498033,0.00010509008,0.000054387456,0.000031659616,0.000016709475,0.000056502082,0.000043178108],"category_scores_gemma":[0.0016555747,0.00012095674,0.000065442204,0.00015696122,0.0008347703,0.0006725584,0.000032219654,0.0001798287,0.0000020268099],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005929927,0.0013314222,0.89346504,0.008383284,0.000083763465,0.0000049755527,0.034820534,0.000025103987,0.009921456,0.0036316037,0.000121011064,0.04761879],"study_design_scores_gemma":[0.00052081555,0.00029053638,0.98428804,0.0010145458,0.00007155017,0.0000054645793,0.010162414,0.0014111054,0.00017812518,0.0018972668,0.000045801455,0.00011432534],"about_ca_topic_score_codex":0.00021465377,"about_ca_topic_score_gemma":0.00029154008,"teacher_disagreement_score":0.09082299,"about_ca_system_score_codex":0.00008221636,"about_ca_system_score_gemma":0.000046644396,"threshold_uncertainty_score":0.4932473},"labels":[],"label_agreement":null},{"id":"W4403817013","doi":"10.1123/japa.2023-0418","title":"The COVID Pandemic Worsened Physical Activity Disproportionately in Frailer Adults: A Canadian Longitudinal Study on Aging","year":2024,"lang":"en","type":"article","venue":"Journal of Aging and Physical Activity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Pandemic; Confidence interval; Odds ratio; Medicine; Odds; Demography; Gerontology; Logistic regression; Coronavirus disease 2019 (COVID-19); Physical activity; Frailty Index; Longitudinal study; Population; Body mass index; Physical therapy; Environmental health; Disease; Internal medicine","score_opus":0.05256224561639943,"score_gpt":0.35954052312967666,"score_spread":0.3069782775132772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403817013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9908258,0.00009623226,0.00004487554,0.008326568,0.0002587193,0.0002765472,0.00001050183,0.000030085892,0.00013067115],"genre_scores_gemma":[0.998947,0.000031195235,0.000007756772,0.00007590805,0.0008224716,0.000009105995,8.6442674e-7,0.000023033022,0.00008261859],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983825,0.00017691427,0.00019176595,0.0003234283,0.00054955314,0.0003758405],"domain_scores_gemma":[0.9983161,0.00087328214,0.00013324486,0.00020357339,0.000089427725,0.00038436844],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005096453,0.00023043991,0.0004723635,0.00019975248,0.00020380651,0.00012315015,0.00011530802,0.000049508653,0.0000043514165],"category_scores_gemma":[0.00022603905,0.00014375437,0.00017949576,0.00036813994,0.0001339778,0.00031650352,0.00004098231,0.0014052504,0.000006865598],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001735148,0.005325535,0.53952724,0.00029234425,0.0006247918,0.0021224353,0.010170574,0.00014330323,0.0025154091,0.00015763522,0.00062988675,0.43675572],"study_design_scores_gemma":[0.0014870014,0.00094257825,0.98923856,0.0007613282,0.00013966794,0.00017123073,0.00056350004,0.0049576797,0.0005283701,0.0004924372,0.0005329416,0.0001847207],"about_ca_topic_score_codex":0.0073896735,"about_ca_topic_score_gemma":0.0104794735,"teacher_disagreement_score":0.44971132,"about_ca_system_score_codex":0.00041528727,"about_ca_system_score_gemma":0.0003912052,"threshold_uncertainty_score":0.9992202},"labels":[],"label_agreement":null},{"id":"W4403824081","doi":"10.1093/eurpub/ckae144.998","title":"Frailty and related factors among community-dwelling older adults in Türkiye","year":2024,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gerontology; Medicine; Psychology; Demography; Sociology","score_opus":0.06914900419003894,"score_gpt":0.31792952605315317,"score_spread":0.24878052186311422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403824081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9787827,0.0032143197,0.00069980574,0.012221025,0.0006222151,0.00022547951,0.000005659373,0.00007503298,0.0041537676],"genre_scores_gemma":[0.9978058,0.0005411157,0.00036113313,0.0004793883,0.0001655805,3.8203473e-7,0.000015684467,0.00006779197,0.0005631281],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9942832,0.0035245805,0.001139638,0.00018246594,0.00039884078,0.00047127658],"domain_scores_gemma":[0.9981408,0.000356683,0.0003013017,0.00028296554,0.00015891106,0.0007593449],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01044532,0.00019707526,0.0004583816,0.0006711523,0.00013822014,0.00012814709,0.00021888486,0.000053921132,0.00013909648],"category_scores_gemma":[0.000850337,0.00015659946,0.00010775353,0.0005699126,0.00013201572,0.00043104962,0.00008069302,0.00252399,0.000029059083],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005726433,0.0008511954,0.23860544,0.0023281241,0.00034511316,0.004105912,0.15291545,0.00002603444,0.000065561886,0.00019236133,0.010466172,0.5900414],"study_design_scores_gemma":[0.0023799797,0.0009217858,0.97029907,0.0049507995,0.000018151191,0.00092581497,0.0061560264,0.0005257065,0.000010695194,0.000027837768,0.013631852,0.00015227198],"about_ca_topic_score_codex":0.00022493939,"about_ca_topic_score_gemma":0.00007005595,"teacher_disagreement_score":0.7316936,"about_ca_system_score_codex":0.00024010299,"about_ca_system_score_gemma":0.00045607518,"threshold_uncertainty_score":0.9997772},"labels":[],"label_agreement":null},{"id":"W4403844943","doi":"10.1080/10428194.2024.2419375","title":"Frailty measures in multiple myeloma: evaluating the impact on outcomes and quality-of-life in clinical trials and real-world practice","year":2024,"lang":"en","type":"review","venue":"Leukemia & lymphoma/Leukemia and lymphoma","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"National Center for Advancing Translational Sciences; National Cancer Institute; Hamilton Health Sciences Foundation; National Institute on Aging; Instituto Nacional de Cancerología; American Society of Hematology","keywords":"Multiple myeloma; Quality of life (healthcare); Clinical Practice; Clinical trial; Medicine; Quality (philosophy); Intensive care medicine; Internal medicine; Family medicine; Nursing","score_opus":0.3352841792584343,"score_gpt":0.5287818209399442,"score_spread":0.1934976416815099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403844943","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26578677,0.7284009,0.000002309524,0.0003891896,0.00052607775,0.0032790229,0.0001787076,0.000105760126,0.0013312628],"genre_scores_gemma":[0.08430793,0.9124515,0.0003894272,0.0007455313,0.0005326411,0.00040169086,0.00012426788,0.00023112353,0.0008158507],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9799848,0.00809383,0.007279429,0.002062857,0.0015122762,0.0010667688],"domain_scores_gemma":[0.95215833,0.042509448,0.0027641368,0.001596507,0.00023647904,0.0007351224],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.024931693,0.0017068571,0.009982176,0.0012211067,0.00020416084,0.00026076313,0.0005188613,0.0014518145,0.000020061161],"category_scores_gemma":[0.051443033,0.000998906,0.0013879116,0.001457918,0.0008650987,0.00033429798,0.000537976,0.0012364765,0.000031064206],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0019990967,0.00030139842,0.026923394,0.01126764,0.001349559,0.00023136691,0.0009547587,0.0000073403,0.000005871005,0.0002878188,0.00095519517,0.95571655],"study_design_scores_gemma":[0.06402677,0.0025516965,0.64819574,0.070754535,0.009483776,0.0012207356,0.001619109,0.0033470506,0.000009203042,0.0004731525,0.19541134,0.002906866],"about_ca_topic_score_codex":0.025221104,"about_ca_topic_score_gemma":0.0031043235,"teacher_disagreement_score":0.9528097,"about_ca_system_score_codex":0.0063598417,"about_ca_system_score_gemma":0.0110293105,"threshold_uncertainty_score":0.9998445},"labels":[],"label_agreement":null},{"id":"W4403867438","doi":"10.1080/00031305.2024.2421370","title":"Cross-Validatory Z-Residual for Diagnosing Shared Frailty Models","year":2024,"lang":"en","type":"article","venue":"The American Statistician","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Saskatchewan","funders":"","keywords":"Residual; Statistics; Computer science; Mathematics; Algorithm","score_opus":0.06678084858081718,"score_gpt":0.39010266550030365,"score_spread":0.32332181691948647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403867438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49875546,0.002198008,0.46790925,0.013638735,0.0013276034,0.0025075404,0.006616346,0.0010583743,0.0059886705],"genre_scores_gemma":[0.9742465,0.000048218404,0.018931609,0.0032095164,0.000714562,0.00021776081,0.000226826,0.00010244008,0.002302588],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99839336,0.00006401692,0.0003198991,0.0004114608,0.00034599472,0.0004652642],"domain_scores_gemma":[0.99748635,0.0016607305,0.00009884614,0.00048158475,0.00011823403,0.00015423041],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027466947,0.00021920387,0.00038128867,0.00009696699,0.00018411814,0.00018913351,0.00022145665,0.000035231256,0.00018250667],"category_scores_gemma":[0.0005218421,0.00016003527,0.000107231324,0.0003012919,0.0007204274,0.00014638368,0.00006455948,0.00025849513,0.00011644527],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008105362,0.0002283616,0.0027865989,0.00084250915,0.00075841416,0.0005267493,0.006851212,0.0010668907,0.0032619708,0.02476804,0.31006625,0.6480324],"study_design_scores_gemma":[0.0064445855,0.005600205,0.2642276,0.0030629002,0.002840212,0.00062559015,0.0051052356,0.32038385,0.0077292933,0.09663504,0.28452498,0.0028205377],"about_ca_topic_score_codex":0.00074266276,"about_ca_topic_score_gemma":0.00008217514,"teacher_disagreement_score":0.64521194,"about_ca_system_score_codex":0.00013014785,"about_ca_system_score_gemma":0.0002180052,"threshold_uncertainty_score":0.6526049},"labels":[],"label_agreement":null},{"id":"W4403929704","doi":"10.1111/jgs.19253","title":"Patterns of referral to interprofessional services among frail older adults presenting to emergency departments in Canada","year":2024,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bruyère; University of Ottawa; University of Toronto; University Health Network; Impact; St Joseph's Health Centre; Research Institute for Aging; McMaster University; University of Waterloo","funders":"Canadian Institutes of Health Research; Canadian Frailty Network","keywords":"Medicine; Referral; Gerontology; Emergency department; Geriatrics; Logistic regression; Activities of daily living; Family medicine; Descriptive statistics; Social work; Nursing; Physical therapy; Psychiatry","score_opus":0.008935812635983979,"score_gpt":0.2870708261238087,"score_spread":0.2781350134878247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403929704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992467,0.00021541219,0.0001123749,0.00497815,0.0018161174,0.00032822418,0.00004394836,0.000008113065,0.000030646883],"genre_scores_gemma":[0.9968493,0.00012401494,0.0012842587,0.0010080666,0.00034404587,0.000008600681,0.0000028242057,0.00003040885,0.0003485115],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99766374,0.00008391157,0.00084718625,0.00021606394,0.0008569435,0.00033217532],"domain_scores_gemma":[0.9986066,0.00009587973,0.0005339801,0.0002764098,0.00023618854,0.0002509135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032000605,0.00017707124,0.00046381037,0.00011923516,0.00004487464,0.000015729089,0.00044105505,0.000038773374,0.00008603683],"category_scores_gemma":[0.00009100242,0.000121276535,0.00034173098,0.0010513904,0.00002228346,0.00012048458,0.0002956326,0.0004843179,0.0000024606982],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012314846,0.00008123262,0.966616,0.00042479238,0.00018533782,0.000040697516,0.007832215,0.0001782986,0.00055828696,8.2492016e-7,0.021535093,0.0024240792],"study_design_scores_gemma":[0.00043933757,0.00012937731,0.9888355,0.0012035299,0.00008469152,0.000032356365,0.007517793,0.0006221653,0.0003446149,0.000007945094,0.00065832876,0.00012431658],"about_ca_topic_score_codex":0.31276968,"about_ca_topic_score_gemma":0.25416258,"teacher_disagreement_score":0.0586071,"about_ca_system_score_codex":0.0007560254,"about_ca_system_score_gemma":0.00088750036,"threshold_uncertainty_score":0.75944704},"labels":[],"label_agreement":null},{"id":"W4403938596","doi":"10.1371/journal.pone.0309837","title":"Prevalence and risk factors of frailty in older adults with diabetes: A systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Science Foundation of Hunan Province","keywords":"Medicine; Meta-analysis; Cochrane Library; Diabetes mellitus; Subgroup analysis; Gerontology; MEDLINE; Systematic review; Population; Demography; Internal medicine; Environmental health","score_opus":0.11064459968452958,"score_gpt":0.31410483308913917,"score_spread":0.2034602334046096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403938596","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017837775,0.98971945,0.0000010819051,0.000060296563,0.000004871502,0.0077734236,0.00059319515,0.000039376988,0.000024548268],"genre_scores_gemma":[0.0005352844,0.99680865,0.00028334506,0.000042675692,0.000009358418,0.0011064907,0.000075202595,0.000071550734,0.001067455],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99620223,0.00047075926,0.001511108,0.0008226164,0.0007120759,0.00028123372],"domain_scores_gemma":[0.99705493,0.0006459438,0.0009141866,0.0010420739,0.00016135073,0.00018151115],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00065126223,0.0006800337,0.013915401,0.00057460694,0.000018990248,0.000024687813,0.00018559973,0.00022881333,0.00016843411],"category_scores_gemma":[0.0010102731,0.00035868835,0.00094196765,0.0013702045,0.00013074285,0.00007654254,0.00011214514,0.00065731164,0.000013805317],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000001783397,0.0002722211,0.00089037005,0.7818766,0.21656354,0.000009886545,0.00021398616,1.4724363e-8,2.2292966e-8,5.503328e-7,0.000013808773,0.00015718756],"study_design_scores_gemma":[0.0001257752,0.000102745355,0.00011399819,0.44582206,0.5536157,0.0000031163243,0.000011513798,0.0000077662435,7.447631e-7,8.54528e-7,0.000023008914,0.00017274202],"about_ca_topic_score_codex":0.00005930477,"about_ca_topic_score_gemma":0.000063017724,"teacher_disagreement_score":0.33705214,"about_ca_system_score_codex":0.00006564713,"about_ca_system_score_gemma":0.00008879721,"threshold_uncertainty_score":0.9998865},"labels":[],"label_agreement":null},{"id":"W4403956209","doi":"10.62347/cwfr7413","title":"Assessment of frailty status in patients with acute cerebral infarction and their relationship with serum markers","year":2024,"lang":"en","type":"article","venue":"American Journal of Translational Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cerebral infarction; Internal medicine; Emergency medicine; Intensive care medicine; Ischemia","score_opus":0.0339385683937449,"score_gpt":0.3690571235681525,"score_spread":0.3351185551744076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403956209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99383235,0.0001045956,0.0012990185,0.0038406,0.000025130432,0.00026860877,0.000054424323,0.000005510242,0.0005697488],"genre_scores_gemma":[0.9930565,0.000039713184,0.0067455,0.00002352466,0.000030033209,0.0000047391577,0.0000234413,0.000019411194,0.000057153626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99793535,0.0001977897,0.0003579947,0.00015624237,0.0011060988,0.00024651503],"domain_scores_gemma":[0.9982857,0.00075658783,0.00010690895,0.00010775532,0.000581382,0.00016166783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080413744,0.00010359213,0.00025931787,0.0006697494,0.00004602432,0.000027181439,0.000064035245,0.000031379845,0.000061090155],"category_scores_gemma":[0.000055426102,0.00006575183,0.0000424906,0.00093795883,0.00046045682,0.00028574103,0.000009975997,0.0007861491,6.6573875e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017574254,0.00011899833,0.96325785,0.00006520577,0.00030248635,0.000021566138,0.0007558047,0.00020068904,0.00006055199,0.0002624361,0.00004636439,0.03315065],"study_design_scores_gemma":[0.0023067475,0.0040583955,0.99095064,0.00059379695,0.00004307569,0.000065723434,0.0005531733,0.0008825807,0.000021570968,0.00027443134,0.00018544323,0.00006444201],"about_ca_topic_score_codex":0.00008875223,"about_ca_topic_score_gemma":0.00006388509,"teacher_disagreement_score":0.033086207,"about_ca_system_score_codex":0.00014371455,"about_ca_system_score_gemma":0.0009805942,"threshold_uncertainty_score":0.34154704},"labels":[],"label_agreement":null},{"id":"W4404054130","doi":"10.1186/s12877-024-05490-4","title":"The mobile seniors’ clinic - an innovative transition of care for frail older adults","year":2024,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Quebec Network for Research on Aging; Institut Universitaire en Santé Mentale de Québec; Centres Intégré Universitaires de Santé et de Services Sociaux; Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Emergency department; Cohort; Intervention (counseling); Population; Emergency medicine; Gerontology; Pediatrics; Internal medicine","score_opus":0.017467290441621774,"score_gpt":0.3154276231971889,"score_spread":0.29796033275556716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404054130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9814096,0.0058606486,0.0071154046,0.0004566175,0.001488333,0.0027497606,0.0003339605,0.00018747164,0.00039817896],"genre_scores_gemma":[0.993479,0.00018345634,0.004295477,0.000104009625,0.0006366462,0.00027708235,0.0002960728,0.000051381627,0.0006768793],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986407,0.00005271102,0.00047341405,0.00032473885,0.00027062374,0.00023778036],"domain_scores_gemma":[0.9982201,0.0005651388,0.000089886365,0.00038178117,0.00067050935,0.00007258705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031861893,0.00015937242,0.00026989338,0.0001288607,0.00009651448,0.000034726072,0.0001171652,0.00016183451,0.000060493017],"category_scores_gemma":[0.00022785147,0.00011398334,0.00015450049,0.00080911384,0.00007747279,0.00011343781,0.000017771135,0.00019794948,0.000025182067],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0078121712,0.0014562858,0.00628523,0.031138742,0.00066865474,0.000082092534,0.32404044,0.00024375158,0.0040621134,0.0016412064,0.05411907,0.5684502],"study_design_scores_gemma":[0.042438004,0.027880352,0.10201929,0.007083842,0.003022781,0.0002877596,0.22630803,0.028269513,0.040002365,0.0019548037,0.5176502,0.0030830607],"about_ca_topic_score_codex":0.000030502059,"about_ca_topic_score_gemma":0.00012098037,"teacher_disagreement_score":0.56536716,"about_ca_system_score_codex":0.00007124771,"about_ca_system_score_gemma":0.00033601525,"threshold_uncertainty_score":0.46481058},"labels":[],"label_agreement":null},{"id":"W4404057819","doi":"10.21020/husbfd.1421343","title":"Determining the Relationship Between Frailty and Fall Risk in Elderly People Living in Nursing Homes","year":2024,"lang":"en","type":"article","venue":"Hacettepe Üniversitesi Sağlık Bilimleri Fakültesi Dergisi","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Falling (accident); Gerontology; Nursing homes; Elderly people; Activities of daily living; Physical therapy; Nursing; Environmental health","score_opus":0.029001885669460152,"score_gpt":0.2917307999354525,"score_spread":0.2627289142659923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404057819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895848,0.002792932,0.000286749,0.004475264,0.00022707888,0.00077686715,0.000027566919,0.00023796552,0.0015907454],"genre_scores_gemma":[0.9971048,0.0002537722,0.0013281025,0.00017460214,0.00019441196,0.0000185831,0.000034067023,0.00007694655,0.0008147091],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969394,0.00035983897,0.0005770175,0.00090275734,0.0004961014,0.00072488154],"domain_scores_gemma":[0.9918062,0.0071648294,0.0001281899,0.00061064865,0.000076543896,0.00021355115],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000844426,0.00043034652,0.00059887883,0.00090852706,0.00029865713,0.0002083227,0.00028620788,0.0003186925,0.000074402706],"category_scores_gemma":[0.00226813,0.00037965327,0.00016621633,0.0015748404,0.000250759,0.0006719987,0.00015847209,0.0013129892,0.0000782749],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033506152,0.00008400938,0.9527349,0.00019172714,0.000041682404,0.00011578508,0.009215248,0.00004828078,0.00009553698,0.00013230617,0.000895255,0.03641179],"study_design_scores_gemma":[0.0014523938,0.00022908689,0.988253,0.003147202,0.00020962888,0.000052177205,0.0029797058,0.001864335,0.000046061632,0.0005751789,0.00078985264,0.0004013713],"about_ca_topic_score_codex":0.00038497016,"about_ca_topic_score_gemma":0.0015905888,"teacher_disagreement_score":0.036010414,"about_ca_system_score_codex":0.00051737623,"about_ca_system_score_gemma":0.00018778078,"threshold_uncertainty_score":0.99986553},"labels":[],"label_agreement":null},{"id":"W4404080888","doi":"10.1111/jocn.17527","title":"Prevalence and Influence Factors of Cognitive Frailty in the Older Adult Patients Undergoing Maintenance Haemodialysis: A Multi‐Centre Cross‐Sectional Study","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Logistic regression; Gerontology; Cognition; Mood; Cross-sectional study; Depression (economics); Physical therapy; Internal medicine; Clinical psychology; Psychiatry","score_opus":0.0486623106393809,"score_gpt":0.41677352460012196,"score_spread":0.36811121396074103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404080888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99762017,0.00035160402,0.00025344384,0.0005371252,0.0006994228,0.00047483854,0.000015054988,0.00000885768,0.000039485316],"genre_scores_gemma":[0.99917805,0.00012298112,0.00028592697,0.00018314348,0.00015468505,0.0000017376061,0.0000018077411,0.000014417662,0.00005726804],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996745,0.00035966083,0.0016549986,0.0002797915,0.0007454424,0.0002151065],"domain_scores_gemma":[0.99455154,0.0037401174,0.0005342698,0.00013591697,0.0009079306,0.00013025131],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0013234591,0.00016087039,0.00050649024,0.00016063717,0.000058801586,0.00007489903,0.00015665173,0.00012361186,0.000014781617],"category_scores_gemma":[0.012253182,0.000100482685,0.00023344142,0.0002854974,0.00038400645,0.0003712736,0.000027374177,0.000949762,0.0000019190725],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047572088,0.0019485389,0.98120236,0.00019252296,0.00015712339,0.0000774663,0.008315119,0.000032444026,0.0000067354817,0.0000072921216,0.000053632026,0.0075310147],"study_design_scores_gemma":[0.0055674855,0.0010464591,0.9767157,0.011553988,0.00029762846,0.000054405446,0.0039720237,0.0005517751,0.000021576265,0.00012625009,0.0000028980523,0.00008984928],"about_ca_topic_score_codex":0.00002316296,"about_ca_topic_score_gemma":0.000042193173,"teacher_disagreement_score":0.011361465,"about_ca_system_score_codex":0.00008961271,"about_ca_system_score_gemma":0.0002164049,"threshold_uncertainty_score":0.99606705},"labels":[],"label_agreement":null},{"id":"W4404097548","doi":"10.1007/s12630-024-02861-8","title":"Starting a surgical prehabilitation program: results from a pragmatic nonrandomized feasibility study","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"Fondation du cancer du sein du Québec; University Health Network","keywords":"Prehabilitation; Medicine; Physical therapy","score_opus":0.021058060534793338,"score_gpt":0.2896140562284725,"score_spread":0.26855599569367916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404097548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796503,0.0018840652,0.00001191286,0.015505754,0.0005784234,0.0018919529,0.000037294558,0.0000651337,0.0003751486],"genre_scores_gemma":[0.9960847,0.000019752215,0.0020408947,0.000058612175,0.001223715,0.00002523799,0.000033732562,0.00008972444,0.0004236344],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.994004,0.00083499757,0.002451523,0.0005526018,0.0011073806,0.0010494691],"domain_scores_gemma":[0.992723,0.001264757,0.0007465176,0.00053695246,0.0011937185,0.003535063],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005611807,0.00049775577,0.0013001714,0.0010809001,0.00039160665,0.00073338125,0.0004769808,0.00025130122,0.00026806904],"category_scores_gemma":[0.0034122341,0.00040055433,0.0006528638,0.00092759787,0.00028895563,0.0006947746,0.000011988718,0.0017151423,0.00003271625],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044570733,0.0006108015,0.013921158,0.00018732212,0.00058359874,0.9413434,0.017710531,0.00012741686,0.000027307404,0.000023451235,0.004557964,0.016449925],"study_design_scores_gemma":[0.0227508,0.009324657,0.02481442,0.0023249418,0.0010413281,0.9244873,0.0059866896,0.0008609132,0.000019880865,0.00096067105,0.006900892,0.0005275274],"about_ca_topic_score_codex":0.018996418,"about_ca_topic_score_gemma":0.035290517,"teacher_disagreement_score":0.018293727,"about_ca_system_score_codex":0.0020818706,"about_ca_system_score_gemma":0.00920665,"threshold_uncertainty_score":0.9998446},"labels":[],"label_agreement":null},{"id":"W4404121493","doi":"10.1093/gerona/glae262","title":"Short-term Frailty Index Fluctuations in Older Adults: Noise or Signal?","year":2024,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Dalhousie University; Austrian Science Fund","keywords":"Frailty Index; Gerontology; Demographics; Demography; Medicine; Term (time); Standard deviation; Noise (video); Statistics; Mathematics; Physics","score_opus":0.0490229999229343,"score_gpt":0.34771785743979705,"score_spread":0.29869485751686276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404121493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95838094,0.010553362,0.0007232666,0.027809115,0.0004917197,0.0006497962,0.0000295124,0.000087023145,0.0012752524],"genre_scores_gemma":[0.9951519,0.0010194115,0.00035918638,0.0004037312,0.00023725806,0.000048348917,0.000009877295,0.00003519803,0.0027351307],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99811995,0.0001412134,0.00074618345,0.00026442387,0.00033203023,0.00039619536],"domain_scores_gemma":[0.99873483,0.0003914552,0.000111269765,0.00045586197,0.0001927891,0.00011379083],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048935745,0.00022876509,0.00055313116,0.00027899974,0.00008644546,0.00003844993,0.00029022407,0.00021390202,0.002052988],"category_scores_gemma":[0.0002920011,0.00013636603,0.00014627371,0.00039891148,0.00038246773,0.00034883723,0.000083111125,0.0006891601,0.000037105852],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018862348,0.002335801,0.24620102,0.0035483534,0.003696011,0.005704693,0.097503155,0.00036080668,0.052264113,0.0020516103,0.068122804,0.49934927],"study_design_scores_gemma":[0.0022866023,0.00087076577,0.97466296,0.0034956965,0.00035174808,0.0042258645,0.00517621,0.001048128,0.0033052969,0.0010307765,0.0032315347,0.00031442894],"about_ca_topic_score_codex":0.00012835744,"about_ca_topic_score_gemma":0.0025482276,"teacher_disagreement_score":0.7284619,"about_ca_system_score_codex":0.00008953673,"about_ca_system_score_gemma":0.00024552253,"threshold_uncertainty_score":0.9988593},"labels":[],"label_agreement":null},{"id":"W4404136117","doi":"10.1016/j.maturitas.2024.108151","title":"Effect of a home-based exercise program on subsequent falls among community-dwelling older adults with cognitive frailty: A sub-group analysis of a randomized controlled trial","year":2024,"lang":"en","type":"article","venue":"Maturitas","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Providence Health Care; University of British Columbia; University of British Columbia, Okanagan Campus; Vancouver Coastal Health","funders":"Canadian Institutes of Health Research; Russian Science Foundation; Michael Smith Health Research BC","keywords":"Medicine; Cognition; Gerontology; Randomized controlled trial; Falls in older adults; Cognitive impairment; Poison control; Cognitive decline; Injury prevention; Suicide prevention; Human factors and ergonomics; Physical therapy; Physical medicine and rehabilitation; Dementia; Psychiatry; Medical emergency; Disease","score_opus":0.009049505741965894,"score_gpt":0.28413991762697655,"score_spread":0.27509041188501066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404136117","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97475374,0.0019643635,0.00028729922,0.00009316985,0.00019296625,0.021977963,0.00012526925,0.0002671009,0.000338102],"genre_scores_gemma":[0.9945067,0.000060409384,0.00026505304,0.00005030945,0.000059157104,0.0042617396,0.000637287,0.000079198566,0.00008011575],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99478287,0.0020580923,0.0012500104,0.00047767558,0.0010017987,0.000429554],"domain_scores_gemma":[0.9891124,0.009133503,0.0004948942,0.000677119,0.00038153326,0.0002005561],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00350373,0.00054632896,0.0051532225,0.0012788889,0.00008311595,0.000073856674,0.00020700085,0.00026793603,0.00009820147],"category_scores_gemma":[0.0012054014,0.00034172516,0.0018630199,0.0016236606,0.0005845666,0.00008840384,0.00004090506,0.0009497417,0.000008853522],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.97061175,0.002590866,0.00037593528,0.0030125983,0.01137839,0.00016798615,0.0030703784,0.000089842906,0.00015537158,0.000016170075,0.000043589716,0.008487127],"study_design_scores_gemma":[0.909713,0.008963315,0.00094965583,0.016392894,0.03583481,0.000004095534,0.00043494807,0.017288458,0.010097732,0.000008898019,0.0000035659357,0.00030865552],"about_ca_topic_score_codex":0.00052476296,"about_ca_topic_score_gemma":0.00020152789,"teacher_disagreement_score":0.060898773,"about_ca_system_score_codex":0.00009218078,"about_ca_system_score_gemma":0.00012831502,"threshold_uncertainty_score":0.9999035},"labels":[],"label_agreement":null},{"id":"W4404138075","doi":"10.1136/bmjopen-2024-093710","title":"STRIVE pilot trial: a protocol for a multicentre pragmatic internal pilot randomised controlled trial of Structured TRaining to Improve fitness in a Virtual Environment (STRIVE) before surgery","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; St. Michael's Hospital; University of British Columbia Hospital; Sunnybrook Health Science Centre; University of Ottawa; University of Alberta; Health Sciences Centre; Ottawa Hospital","funders":"Canadian Institutes of Health Research; University of Ottawa; Department of Anesthesiology and Pain Medicine, Faculty of Medicine, University of Ottawa","keywords":"Medicine; Protocol (science); Randomized controlled trial; Physical therapy; Pilot trial; Medical education; Alternative medicine; Surgery","score_opus":0.08237482707471898,"score_gpt":0.3994431516464169,"score_spread":0.3170683245716979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404138075","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.151585,0.000003761551,0.0018945772,0.0009980646,0.0007029744,0.8444432,0.0001615973,0.000048003374,0.0001628102],"genre_scores_gemma":[0.36632827,2.9924112e-7,0.0011687257,0.00010406927,0.00042684338,0.63070935,0.00004495886,0.00006206056,0.001155436],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99552643,0.00045552728,0.0020952672,0.00070125266,0.0006817847,0.0005397158],"domain_scores_gemma":[0.9957957,0.0027154593,0.00056585897,0.00056105095,0.000088904206,0.00027300473],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030214086,0.0004351441,0.0022258668,0.00037527093,0.00004640647,0.00015082241,0.00044196215,0.00012523672,0.00032669684],"category_scores_gemma":[0.0057513486,0.00032557859,0.00041461474,0.00024067951,0.00008566503,0.00022882594,0.00026577152,0.00032459476,0.000012431876],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9691056,0.0012559784,0.000029070034,0.0008687297,0.0005699727,0.00009293472,0.004790033,0.0001192154,0.0015617643,0.000044614753,0.0010414307,0.020520667],"study_design_scores_gemma":[0.96297234,0.023961289,0.00014029795,0.003534646,0.0002870042,0.000017348699,0.00090428337,0.006215933,0.0009637914,0.00012987081,0.0005643769,0.00030882328],"about_ca_topic_score_codex":0.0001913216,"about_ca_topic_score_gemma":0.00027323008,"teacher_disagreement_score":0.21474327,"about_ca_system_score_codex":0.00033252747,"about_ca_system_score_gemma":0.0011698039,"threshold_uncertainty_score":0.99991965},"labels":[],"label_agreement":null},{"id":"W4404210316","doi":"10.1016/j.jclinane.2024.111681","title":"Evaluating prevalence and trajectory of functional disability in older surgical patients: An observational cohort study","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Anesthesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Baycrest Hospital; University Health Network; University of Toronto; Women's College Hospital; Toronto Western Hospital","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Government of Ontario; University Health Network Foundation; Fondation Brain Canada; ResMed Foundation","keywords":"Medicine; Observational study; Cohort; Cohort study; Physical therapy; Physical medicine and rehabilitation; Pediatrics; Anesthesia; Internal medicine","score_opus":0.1941589252215945,"score_gpt":0.4612069327766016,"score_spread":0.26704800755500707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404210316","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979294,0.000282864,0.000008213372,0.0010686384,0.00018972748,0.00048555856,0.000001945427,0.000010132162,0.000023504266],"genre_scores_gemma":[0.99880135,0.000042074196,0.00055605633,0.000092577175,0.00039496474,0.000007396948,0.0000056255876,0.000012321366,0.000087642904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9960913,0.00057380134,0.0019211218,0.00028309203,0.0010043242,0.00012637461],"domain_scores_gemma":[0.99675256,0.002130657,0.0003259629,0.0001822819,0.00042794363,0.00018060408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055491715,0.00012397057,0.0006358748,0.00007015195,0.000020817693,0.000016700575,0.000092431954,0.00011103117,0.00024199154],"category_scores_gemma":[0.0018161073,0.00008885839,0.00018455333,0.00018796409,0.00024278484,0.00029252458,0.00001810165,0.00057461095,0.0000020470313],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008040881,0.004013976,0.9833513,0.0002473077,0.00007710507,0.00020174697,0.00020801421,0.000060138154,0.000006105086,0.000016720836,0.00008170094,0.0109317815],"study_design_scores_gemma":[0.003326047,0.0038950886,0.98980737,0.00052207516,0.00019675375,0.00035168577,0.000077178345,0.001535679,0.0000025860422,0.00009881957,0.00010921139,0.00007751137],"about_ca_topic_score_codex":0.0000103050315,"about_ca_topic_score_gemma":0.000007566518,"teacher_disagreement_score":0.01085427,"about_ca_system_score_codex":0.000060326933,"about_ca_system_score_gemma":0.00028872685,"threshold_uncertainty_score":0.36235398},"labels":[],"label_agreement":null},{"id":"W4404229310","doi":"10.1001/jamaneurol.2024.3774","title":"Frailty Trajectories Preceding Dementia in the US and UK","year":2024,"lang":"en","type":"article","venue":"JAMA Neurology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"National Institute on Aging","keywords":"Dementia; Gerontology; Psychology; Medicine; Physical medicine and rehabilitation; Psychiatry; Internal medicine; Disease","score_opus":0.02306807177838429,"score_gpt":0.2870052789841504,"score_spread":0.26393720720576613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404229310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9590068,0.0016101161,0.00002816787,0.03361446,0.0005824191,0.00021564389,0.000003594388,0.000059526636,0.004879304],"genre_scores_gemma":[0.99369067,0.00010915966,0.00007122997,0.0055207512,0.00034746734,0.000026169026,0.0000054893367,0.000013642578,0.00021542069],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991967,0.00008631729,0.00014820232,0.0002446733,0.000116451505,0.0002076762],"domain_scores_gemma":[0.99940825,0.0003583515,0.000014413275,0.00016967814,0.000013637188,0.000035697627],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000201673,0.00009505988,0.00013849979,0.00007528195,0.0000534715,0.00008592591,0.00008292238,0.00013383888,0.000086043634],"category_scores_gemma":[0.00021966733,0.00006514183,0.000028252873,0.0001737841,0.0000955683,0.00005729992,0.000041203675,0.0005598538,0.000020147356],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005731247,0.00013841379,0.8286946,0.00057606085,0.00021391876,0.0031516931,0.0097196605,0.000021740745,0.014198837,0.004009438,0.0633134,0.0753891],"study_design_scores_gemma":[0.000913937,0.0006927714,0.88313556,0.0000472348,0.00009101119,0.0011244692,0.00006495698,0.0009850139,0.00042696338,0.0010095106,0.11142235,0.00008624612],"about_ca_topic_score_codex":0.000120619254,"about_ca_topic_score_gemma":0.00028908555,"teacher_disagreement_score":0.075302854,"about_ca_system_score_codex":0.0000065024383,"about_ca_system_score_gemma":0.000027688016,"threshold_uncertainty_score":0.26564068},"labels":[],"label_agreement":null},{"id":"W4404257870","doi":"10.29173/cjen495","title":"Geriatric friendly ED","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.020922537251545668,"score_gpt":0.2904525629298304,"score_spread":0.2695300256782847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404257870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9039855,0.008404533,0.0036397732,0.037986282,0.01713695,0.00025804332,0.0000255166,0.000023543113,0.02853984],"genre_scores_gemma":[0.9949428,0.00016896233,0.0010281283,0.000081751656,0.0011327105,5.851239e-7,8.3425755e-7,0.000026144033,0.002618122],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987907,0.000029939103,0.00046992186,0.00011197668,0.00020050323,0.00039698402],"domain_scores_gemma":[0.99819154,0.000022181497,0.00018532379,0.00018912824,0.0003301058,0.0010817309],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017466229,0.00011446649,0.00022844397,0.00041148553,0.000089630295,0.000007804958,0.00013795846,0.00007338931,0.0038301158],"category_scores_gemma":[0.00045469074,0.000080846105,0.00015805327,0.00026446,0.000062610496,0.00017249539,0.0000021143221,0.00015263114,0.000080344675],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009255638,0.00006476752,0.042972114,0.000038284474,0.00013121478,0.0008596351,0.0014272314,0.0000032494577,0.014385206,0.00047900557,0.6486506,0.29089618],"study_design_scores_gemma":[0.008752324,0.00322037,0.35851926,0.006862389,0.00096388225,0.0064072846,0.0015281459,0.000034715027,0.007859316,0.00653199,0.5981938,0.0011264887],"about_ca_topic_score_codex":0.0005452695,"about_ca_topic_score_gemma":0.0013263555,"teacher_disagreement_score":0.31554714,"about_ca_system_score_codex":0.00043378316,"about_ca_system_score_gemma":0.0012438735,"threshold_uncertainty_score":0.9970805},"labels":[],"label_agreement":null},{"id":"W4404272163","doi":"10.2196/57298","title":"Development and Validation of a Machine Learning Method Using Vocal Biomarkers for Identifying Frailty in Community-Dwelling Older Adults: Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Preprint; Gerontology; Medicine; Computer science; World Wide Web; Pathology","score_opus":0.08286767363303008,"score_gpt":0.4223767261653,"score_spread":0.33950905253226993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404272163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9038677,0.00012551386,0.09457635,0.00003967007,0.0001902845,0.0010612989,0.000008479183,0.00007200622,0.000058681046],"genre_scores_gemma":[0.9037198,0.000008464766,0.095848255,0.00007237964,0.00005035121,0.00008089736,0.00016368086,0.000023799465,0.000032388492],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973242,0.0001509312,0.0013084572,0.0001345349,0.000829223,0.00025259797],"domain_scores_gemma":[0.99850994,0.0008544867,0.00017069353,0.00015616315,0.00013998243,0.00016875664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033325793,0.00018024263,0.00035324413,0.00040120707,0.00019049214,0.00009383058,0.00012733931,0.00020678634,0.000058420632],"category_scores_gemma":[0.00078999554,0.00015856898,0.00006603698,0.00038546472,0.00010900911,0.00033677978,0.00015090135,0.0009460496,0.0000033764286],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075572496,0.0013791451,0.5101049,0.018867457,0.0008233306,0.000051765204,0.3136391,0.0007314112,0.00034830705,0.00007198654,0.00006414823,0.1531627],"study_design_scores_gemma":[0.005935543,0.00034903732,0.10921588,0.004642461,0.00007824384,0.00019163349,0.029109458,0.84782803,0.001584471,0.00004317982,0.0007536405,0.0002683956],"about_ca_topic_score_codex":0.00017998539,"about_ca_topic_score_gemma":0.00006504607,"teacher_disagreement_score":0.8470966,"about_ca_system_score_codex":0.00018143114,"about_ca_system_score_gemma":0.00024650947,"threshold_uncertainty_score":0.6466255},"labels":[],"label_agreement":null},{"id":"W4404409107","doi":"10.1007/s10433-024-00829-7","title":"Prevention of frailty in relation with social out-of-home activities in older adults: results from the Survey of Health, Ageing, and Retirement in Europe","year":2024,"lang":"en","type":"article","venue":"European Journal of Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Einstein Stiftung Berlin; Charité – Universitätsmedizin Berlin; Bundesministerium für Bildung und Forschung","keywords":"Loneliness; UCLA Loneliness Scale; Gerontology; Mediation; Social engagement; Scale (ratio); Social support; Medicine; Psychology; Social isolation; Social psychology; Psychiatry; Sociology","score_opus":0.05157434820325586,"score_gpt":0.3069986821009203,"score_spread":0.25542433389766445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404409107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966744,0.0012515795,0.00019205906,0.0009930149,0.00015905581,0.00024653733,0.000024917425,0.00000515532,0.00045327054],"genre_scores_gemma":[0.9991705,0.0002858566,0.00033482432,0.000025338257,0.00007064169,4.525918e-7,0.000018074512,0.00002737059,0.000066942244],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99636406,0.0016567385,0.0012965635,0.00016654357,0.00037614704,0.0001399222],"domain_scores_gemma":[0.9984961,0.00041607773,0.0007846174,0.00013133646,0.00014001135,0.0000318642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043802597,0.000116019226,0.0004153186,0.00026042017,0.000021620317,0.000013879106,0.00010249739,0.000027360593,0.0000069911475],"category_scores_gemma":[0.0007031643,0.000083420295,0.00004180898,0.00046823025,0.00009148873,0.00019808923,0.000045694083,0.00050169555,4.925059e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009004806,0.0008769043,0.4340445,0.0020078195,0.00030888818,0.0030798102,0.28938445,0.0006031238,0.0050285347,0.000038628626,0.0011012659,0.25452125],"study_design_scores_gemma":[0.004054137,0.0006930842,0.9785998,0.014522038,0.000020046331,0.000007352439,0.0016152159,0.00014631341,0.00020138836,0.000014509984,0.00006239556,0.00006370352],"about_ca_topic_score_codex":0.0009474994,"about_ca_topic_score_gemma":0.0024412945,"teacher_disagreement_score":0.5445553,"about_ca_system_score_codex":0.00008482909,"about_ca_system_score_gemma":0.00016768418,"threshold_uncertainty_score":0.3401781},"labels":[],"label_agreement":null},{"id":"W4404413944","doi":"10.1371/journal.pone.0312163","title":"COVID-19 and the risk and trajectory of frailty in community- or institution-dwelling individuals: Protocol for systematic review and meta-analysis","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Foothills Medical Centre; University of Calgary","funders":"","keywords":"Systematic review; Protocol (science); MEDLINE; Grading (engineering); Meta-analysis; Population; Medicine; Gerontology; Psychology; Pathology; Environmental health; Alternative medicine; Biology","score_opus":0.27471572825770046,"score_gpt":0.39211801931274626,"score_spread":0.1174022910550458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404413944","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039192818,0.13263175,0.0024751036,0.014042955,0.000012005109,0.8104446,0.0008035485,0.00017002529,0.00022718962],"genre_scores_gemma":[0.3308028,0.0043067303,0.0074029565,0.004660049,0.00003798758,0.65182567,0.000051312505,0.000056597477,0.0008558684],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9979882,0.00080319593,0.0006380489,0.00019256148,0.00026319845,0.00011477476],"domain_scores_gemma":[0.99620205,0.0030196677,0.00018549718,0.0004077367,0.000070141665,0.00011491434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033161081,0.0001584079,0.0018539005,0.00021201013,0.00012637045,0.000034659555,0.00009495229,0.00006341666,0.00006936455],"category_scores_gemma":[0.0052416525,0.00008125071,0.0001703607,0.00052826543,0.00029670558,0.00008105184,0.000057136094,0.000359431,8.234047e-7],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107769825,0.00036577843,0.0013636245,0.9357919,0.058206532,0.000004216686,0.0038722493,0.000008059796,0.000012872927,0.00017148972,0.0000791482,0.000016341106],"study_design_scores_gemma":[0.004995705,0.00039706097,0.00058373273,0.036350626,0.9524867,0.000027669048,0.00078540307,0.0031743918,0.00015982223,0.00063418,0.00018446127,0.00022026488],"about_ca_topic_score_codex":0.00037559718,"about_ca_topic_score_gemma":0.000611094,"teacher_disagreement_score":0.8994413,"about_ca_system_score_codex":0.000041361927,"about_ca_system_score_gemma":0.0001355704,"threshold_uncertainty_score":0.62751263},"labels":[],"label_agreement":null},{"id":"W4404426797","doi":"10.1177/08404704241299341","title":"From perpetual pilots to sustainable transformation: Scaling up geriatric care","year":2024,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St Joseph's Health Care; Lawson Health Research Institute; Western University","funders":"","keywords":"Population ageing; Health care; Context (archaeology); Scale (ratio); Healthcare system; Gerontology; Nursing; Business; Population; Public relations; Psychology; Medicine; Economic growth; Political science; Environmental health; Geography","score_opus":0.015044674831536327,"score_gpt":0.3064328755882576,"score_spread":0.2913882007567213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404426797","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25439778,0.026222967,0.021376928,0.5818115,0.008481712,0.01314736,0.0003829351,0.0032550204,0.09092381],"genre_scores_gemma":[0.9763297,0.00024109869,0.0014129771,0.003876835,0.0005209786,0.0002268284,0.00039770303,0.000065634464,0.016928243],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975759,0.000042736458,0.00045037168,0.0005362894,0.0005554232,0.0008393281],"domain_scores_gemma":[0.99893856,0.00003975932,0.000029669278,0.0004629748,0.00017341657,0.00035559002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017561625,0.00025141335,0.00029762922,0.00049174053,0.00022548584,0.00014919382,0.00016553473,0.000101165264,0.0002911433],"category_scores_gemma":[0.000018836445,0.00024189077,0.00013080049,0.00082331174,0.000019934541,0.00024915778,0.00013387913,0.00026689796,0.0005712824],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044945598,0.000095871226,0.0011171835,0.022846686,0.00035637687,0.0016771369,0.049778912,0.00011391977,0.000018270635,0.04834947,0.15755984,0.7176369],"study_design_scores_gemma":[0.0014079624,0.0005063358,0.0043237503,0.0012396682,0.00020229993,0.000026587817,0.15401652,0.00066533644,0.00015536624,0.001057866,0.836022,0.00037624917],"about_ca_topic_score_codex":0.0017851735,"about_ca_topic_score_gemma":0.00016674904,"teacher_disagreement_score":0.72193193,"about_ca_system_score_codex":0.0006814562,"about_ca_system_score_gemma":0.00012748958,"threshold_uncertainty_score":0.9864019},"labels":[],"label_agreement":null},{"id":"W4404524404","doi":"10.2196/64248","title":"Patient Profile and Cost Savings of Long-Term Care in a Spanish Hospital: Retrospective Observational Study","year":2024,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Comorbidity; Retrospective cohort study; Medical record; Population; Long-term care; Health care; Emergency medicine; Pediatrics; Demography; Environmental health; Internal medicine; Psychiatry","score_opus":0.073849282921962,"score_gpt":0.4586583814695444,"score_spread":0.3848090985475824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404524404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9903567,0.0016347282,0.000028378568,0.0060436097,0.00039636798,0.0010223399,0.000018709177,0.0000067222622,0.00049246725],"genre_scores_gemma":[0.9992115,0.00023208362,0.000088885135,0.000050943163,0.00023260643,0.000035420533,0.0000065578165,0.000021480044,0.00012056258],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99456906,0.00032196983,0.0006996719,0.00026262607,0.003860186,0.00028649525],"domain_scores_gemma":[0.995751,0.0014828403,0.00014734079,0.00014833247,0.0021282407,0.0003422399],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0020044672,0.00012416196,0.00044171992,0.00059539825,0.000033122396,0.000056148187,0.00021397189,0.00011856644,0.00072468386],"category_scores_gemma":[0.009415505,0.0000922464,0.00009070962,0.0005614508,0.00029340875,0.00029509055,0.00023614008,0.0023940231,0.0000088029865],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00129599,0.001813742,0.81539637,0.0004983249,0.00032711276,0.0071412264,0.035959464,4.177463e-7,0.00045360817,0.000042822132,0.0038276126,0.13324334],"study_design_scores_gemma":[0.0021869051,0.009218287,0.96511346,0.0067272796,0.000031843894,0.00034458164,0.014604065,0.00014387215,0.0010989205,0.00008312218,0.0003726539,0.000075030715],"about_ca_topic_score_codex":0.00020744855,"about_ca_topic_score_gemma":0.000215885,"teacher_disagreement_score":0.14971709,"about_ca_system_score_codex":0.000895309,"about_ca_system_score_gemma":0.0011050154,"threshold_uncertainty_score":0.9999075},"labels":[],"label_agreement":null},{"id":"W4404534955","doi":"10.2196/57352","title":"The Effect of Young People–Assisted, Individualized, Motion-Based Video Games on Physical, Cognitive, and Social Frailty Among Community-Dwelling Older Adults With Frailty: Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gerontology; Randomized controlled trial; Cognition; Physical medicine and rehabilitation; Aging in place; Physical therapy; Motion (physics); Medicine; Psychology; Computer science; Psychiatry","score_opus":0.010268195990246016,"score_gpt":0.29095346110490555,"score_spread":0.2806852651146595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404534955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98198396,0.0007132387,0.00017545489,0.0010333621,0.00045844459,0.014219244,0.00008336006,0.0003218375,0.0010110894],"genre_scores_gemma":[0.9961585,0.000058519166,0.00004341845,0.0001354145,0.00043117855,0.0024055082,0.00016957331,0.000120184064,0.00047774077],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9943313,0.0026404806,0.0008940988,0.0005645605,0.0010156091,0.00055392314],"domain_scores_gemma":[0.982727,0.0158513,0.0004914862,0.00050499436,0.0002607234,0.00016451272],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018795662,0.000691131,0.002961468,0.0002841491,0.00066930323,0.00029420492,0.0002533835,0.0002798553,0.000040738767],"category_scores_gemma":[0.0014466349,0.0003880216,0.00083942007,0.00045432788,0.0012379148,0.00016203489,0.00007830491,0.0013050921,0.000012906512],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94050425,0.000641868,0.0017542773,0.0013620646,0.0021702426,0.00003802544,0.021585885,0.000014148117,0.00010258146,0.000036692963,0.0004635316,0.031326413],"study_design_scores_gemma":[0.9573067,0.00423177,0.022138925,0.004099813,0.002303487,0.00002765819,0.0030679307,0.005010058,0.0012398846,0.0000425373,0.00009464346,0.00043659573],"about_ca_topic_score_codex":0.0003992431,"about_ca_topic_score_gemma":0.0005371203,"teacher_disagreement_score":0.030889818,"about_ca_system_score_codex":0.00008343791,"about_ca_system_score_gemma":0.00017936056,"threshold_uncertainty_score":0.9998572},"labels":[],"label_agreement":null},{"id":"W4404585969","doi":"10.1308/rcsann.2024.0091","title":"Frailty and body composition predict adverse outcomes after emergency general surgery admission: a multicentre observational cohort study","year":2024,"lang":"en","type":"article","venue":"Annals of The Royal College of Surgeons of England","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sarcopenia; Observational study; Logistic regression; Emergency department; Population; Odds ratio; Cohort study; Prospective cohort study; Emergency medicine; Adverse effect; Internal medicine","score_opus":0.045823271919562626,"score_gpt":0.31264988460729193,"score_spread":0.2668266126877293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404585969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99376804,0.000890802,0.000003527659,0.0025392717,0.00061640743,0.0009273756,0.0010364506,0.000027078779,0.00019103236],"genre_scores_gemma":[0.9968569,0.00012112682,0.000075529446,0.00006042739,0.00007287671,0.00003756203,0.000054000182,0.00002242691,0.002699127],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99786395,0.00015815739,0.0008136619,0.00028656336,0.00066096755,0.00021668935],"domain_scores_gemma":[0.99830407,0.0004862933,0.00020822542,0.00041826014,0.00043590137,0.00014722429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068613066,0.00021433274,0.00067836844,0.00017331059,0.000058654496,0.000003826856,0.00012137953,0.00009706617,0.00042057416],"category_scores_gemma":[0.000499341,0.00014795632,0.00034321018,0.00029299827,0.00011695993,0.00010339924,0.00012732313,0.00016669356,0.0000015413065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071626285,0.0007261254,0.97987396,0.00048548286,0.0006785137,0.00005811424,0.0003055852,0.00007426507,0.00018333203,0.000025566382,0.016734557,0.0001382206],"study_design_scores_gemma":[0.0010782565,0.00017600259,0.9933465,0.0005971297,0.0003108786,0.000008803073,0.00013073,0.002002298,0.0008662005,0.000037151684,0.0013197536,0.0001263021],"about_ca_topic_score_codex":0.00033043747,"about_ca_topic_score_gemma":0.00011946458,"teacher_disagreement_score":0.015414803,"about_ca_system_score_codex":0.000014353603,"about_ca_system_score_gemma":0.00017656901,"threshold_uncertainty_score":0.6033484},"labels":[],"label_agreement":null},{"id":"W4404591662","doi":"10.1136/spcare-2024-hunc.130","title":"P-112 Frailty behind bars – identifying frailty in a Scottish prison","year":2024,"lang":"en","type":"article","venue":"Poster presentations","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prison; Computer science; Gerontology; Computer security; Medicine; Psychology; Criminology","score_opus":0.07249822418437432,"score_gpt":0.37859154922750143,"score_spread":0.30609332504312714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404591662","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9399697,0.0047579794,0.0033337555,0.014591108,0.0018293544,0.0018691388,0.00014974645,0.00053591206,0.032963283],"genre_scores_gemma":[0.98297024,0.00008391574,0.001834072,0.0005442744,0.00027065485,0.00014653214,0.00020982785,0.00006189265,0.013878616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806756,0.000080636,0.00047553508,0.0005044486,0.00046711875,0.0004046885],"domain_scores_gemma":[0.9989969,0.00024723102,0.000044854478,0.00044648317,0.000085124375,0.0001794098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018539098,0.00020512145,0.00025990553,0.00045111676,0.00008618064,0.00023974413,0.00016882838,0.00013162446,0.0009106129],"category_scores_gemma":[0.0002303215,0.00020818146,0.00013641767,0.0004932247,0.00008763873,0.0006113832,0.00012930753,0.00049666397,0.00070475193],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027573714,0.0013852837,0.44043016,0.0035402945,0.0009219501,0.0033773705,0.08326456,0.00023769675,0.028024087,0.001793695,0.25757703,0.17917213],"study_design_scores_gemma":[0.0033742932,0.0002123197,0.91794926,0.0022462944,0.0002841724,0.00050595077,0.0018220065,0.004244688,0.010318794,0.0024807882,0.055922393,0.00063906057],"about_ca_topic_score_codex":0.0007385741,"about_ca_topic_score_gemma":0.0011247161,"teacher_disagreement_score":0.47751907,"about_ca_system_score_codex":0.000119225464,"about_ca_system_score_gemma":0.0001567497,"threshold_uncertainty_score":0.99705726},"labels":[],"label_agreement":null},{"id":"W4404613415","doi":"10.1186/s12916-024-03764-7","title":"Effectiveness of geriatric rehabilitation in inpatient and day hospital settings: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"BMC Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Hospital; University of Ottawa; Women's College Hospital; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Rehabilitation; Mood; Geriatric rehabilitation; Meta-analysis; Randomized controlled trial; Relative risk; MEDLINE; Cochrane Library; Physical therapy; Confidence interval; Quality of life (healthcare); PsycINFO; Geriatrics; Internal medicine; Psychiatry; Nursing","score_opus":0.034055945756532584,"score_gpt":0.3572373275232387,"score_spread":0.32318138176670613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404613415","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000033537024,0.98931223,0.000041800944,0.0005041471,0.00009042084,0.009901432,0.00004986167,0.0000284578,0.000038082566],"genre_scores_gemma":[0.0003196792,0.99735636,0.00034923485,0.00006346947,0.000033475015,0.0014950671,0.00017787638,0.000049209786,0.00015564205],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9945087,0.0017715391,0.0021938144,0.0007722544,0.0005559206,0.00019777431],"domain_scores_gemma":[0.9931132,0.004926546,0.0008612625,0.0007730402,0.00018261034,0.00014332014],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0055563925,0.00055573013,0.013789765,0.0012473578,0.000015039621,0.00000811703,0.0001157086,0.00020654735,0.000047362177],"category_scores_gemma":[0.00945967,0.00029996122,0.0010354493,0.0024438517,0.00019507988,0.000050922867,0.00010178122,0.0003712579,0.0000066363764],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043433115,0.00005553899,0.000035464724,0.9681918,0.030253395,0.000015298046,0.0003745075,1.0497371e-7,9.455905e-8,0.000021337251,0.00020528809,0.00084282854],"study_design_scores_gemma":[0.00030125206,0.0005510117,0.000111005,0.3964371,0.6016068,0.000034784065,0.000048592283,0.000005970526,4.761381e-8,0.000016087062,0.0007494744,0.0001378977],"about_ca_topic_score_codex":0.00006085643,"about_ca_topic_score_gemma":0.000014430283,"teacher_disagreement_score":0.5717547,"about_ca_system_score_codex":0.00016068769,"about_ca_system_score_gemma":0.00014851091,"threshold_uncertainty_score":0.9999452},"labels":[],"label_agreement":null},{"id":"W4404615354","doi":"10.1016/b978-0-443-21909-2.00009-0","title":"Patient frailty and plastic surgery at an advanced age","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Medicine; Gerontology; Plastic surgery; General surgery; Surgery; History","score_opus":0.024167259895376204,"score_gpt":0.26000298937426725,"score_spread":0.23583572947889103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404615354","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011080234,0.0049701864,6.6357416e-7,0.0001221962,0.0019436368,0.0008686549,0.00016510571,0.00026164574,0.98058766],"genre_scores_gemma":[0.009647229,0.00027414376,0.00016828055,0.0005666079,0.00044930668,0.00006323145,0.00028781948,0.00024677604,0.9882966],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974908,0.00001851072,0.0006355471,0.00088489597,0.0005525997,0.0004176457],"domain_scores_gemma":[0.9979446,0.0004964401,0.00018465349,0.0007983258,0.00011413383,0.00046187465],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011469121,0.0006425784,0.0010277738,0.0002867044,0.00008812866,0.000044557433,0.00009076068,0.00045477628,0.00048513422],"category_scores_gemma":[0.00015587633,0.00056753744,0.00025079862,0.00001986102,0.00025352306,0.00005085671,0.00025093154,0.00074997765,0.0005562029],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013782263,0.000017881315,0.000037319256,0.0008974457,0.00020297233,0.0021489628,0.0005208299,4.937967e-7,0.00015154577,0.00050146505,0.0016962201,0.99368703],"study_design_scores_gemma":[0.00044191995,0.00038341552,0.00027429074,0.0039062428,0.00043925777,0.00032781836,0.000013763286,0.000011832257,0.00010125507,0.002274615,0.99125916,0.00056645053],"about_ca_topic_score_codex":8.6865407e-7,"about_ca_topic_score_gemma":0.000094687755,"teacher_disagreement_score":0.9931206,"about_ca_system_score_codex":0.0002636951,"about_ca_system_score_gemma":0.00015292976,"threshold_uncertainty_score":0.9996776},"labels":[],"label_agreement":null},{"id":"W4404692731","doi":"10.2196/preprints.68755","title":"Evaluating the Clinical Effectiveness of an Exergame-Based Training Program Using “WarioWare: Move It!” to Enhance Physical and Cognitive Function in Older Adults with Mild Cognitive Impairment and Dementia in Rural Long-Term Care Facilities: A Randomized Controlled Trial (Preprint)","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Dementia; Cognition; Cognitive impairment; Gerontology; Physical medicine and rehabilitation; Physical therapy; Training (meteorology); Medicine; Physical education; Psychology; Medical education; Psychiatry; Geography","score_opus":0.03735019284466481,"score_gpt":0.4060636418316149,"score_spread":0.36871344898695013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404692731","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9320963,0.0008049447,0.0017179847,0.000079768644,0.00031022626,0.06479017,0.000074186246,0.000087288936,0.00003914377],"genre_scores_gemma":[0.98501277,0.000018335928,0.00094631844,0.000085576,0.00016021373,0.013496927,0.00020040848,0.00006529952,0.000014176291],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9917726,0.003678531,0.0017247326,0.0014723386,0.00082906295,0.0005227725],"domain_scores_gemma":[0.9904595,0.0076580863,0.00054825726,0.00036312768,0.0007421353,0.00022888293],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005347948,0.00076050265,0.0037954706,0.00037166386,0.00007111963,0.00012711258,0.0001236012,0.00037537699,0.000024335908],"category_scores_gemma":[0.002567473,0.000489665,0.0004822382,0.00030044396,0.00066731294,0.00010256351,0.0004146329,0.0014899084,9.464269e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.84763616,0.0014343013,0.005743481,0.004464715,0.0016448979,0.000041358173,0.045639206,0.000437959,0.000041667477,0.0000014452157,1.287619e-7,0.09291467],"study_design_scores_gemma":[0.7975368,0.009538577,0.054802276,0.048085097,0.0042639337,0.000010685082,0.029962508,0.054744978,0.0005245731,0.00006521816,1.5168096e-8,0.0004653298],"about_ca_topic_score_codex":0.0011624135,"about_ca_topic_score_gemma":0.0012194096,"teacher_disagreement_score":0.092449345,"about_ca_system_score_codex":0.0002255207,"about_ca_system_score_gemma":0.0010607973,"threshold_uncertainty_score":0.9997555},"labels":[],"label_agreement":null},{"id":"W4404702559","doi":"10.1017/s0714980824000394","title":"Frailty Screening in Primary Care-Based Memory Clinics: Feasibility, Acceptability, and Preliminary Findings","year":2024,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Canadian Mental Health Association; Regional Municipality of Waterloo; Centre for Family Medicine; Research Institute for Aging; McMaster University; University of Waterloo","funders":"Canadian Foundation for Healthcare Improvement","keywords":"Memory clinic; Medicine; Dementia; Primary care; Health care; Family medicine; Gerontology; Nursing; Disease","score_opus":0.024643438787373177,"score_gpt":0.2750874125286568,"score_spread":0.25044397374128363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404702559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9763478,0.005293238,0.00011132162,0.013380497,0.0011270645,0.00089662586,0.000115070594,0.00006395676,0.0026644005],"genre_scores_gemma":[0.9948443,0.00011639448,0.0012638821,0.002641146,0.0004238737,0.000037467104,0.000112978,0.000095442345,0.00046452074],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99671614,0.00022365028,0.0008716051,0.00083442853,0.00024445914,0.0011097292],"domain_scores_gemma":[0.9961268,0.00048539953,0.0001089324,0.0005837203,0.00021061541,0.0024845735],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017677784,0.00044229307,0.0006415511,0.0012074899,0.00032430244,0.00035000697,0.0003261349,0.00022293866,0.00038422638],"category_scores_gemma":[0.0006428416,0.00045032843,0.00023808809,0.0005569542,0.0002444694,0.00025489015,0.00005809802,0.0014923044,0.000013970763],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002937626,0.0001359458,0.7200276,0.0041608466,0.00022815893,0.017353361,0.02016052,0.0011403918,0.00014289556,0.00031463552,0.004465332,0.23157652],"study_design_scores_gemma":[0.0033566342,0.0012820205,0.8965769,0.008422396,0.00022902538,0.0024936392,0.0033768597,0.003010679,0.00014451204,0.00018486576,0.08013777,0.00078473426],"about_ca_topic_score_codex":0.016520344,"about_ca_topic_score_gemma":0.22712746,"teacher_disagreement_score":0.23079179,"about_ca_system_score_codex":0.003961503,"about_ca_system_score_gemma":0.0027183003,"threshold_uncertainty_score":0.99986213},"labels":[],"label_agreement":null},{"id":"W4404759479","doi":"10.1186/s13063-024-08633-5","title":"Implementation and evaluation of a navigation program for people with cancer in old age and their family caregivers: study protocol for the EU NAVIGATE International Pragmatic Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"Trials","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Randomized controlled trial; Medicine; Intervention (counseling); Quality of life (healthcare); Protocol (science); Randomization; Palliative care; Health care; Nursing; Family medicine; Gerontology; Alternative medicine; Surgery","score_opus":0.09098105948105378,"score_gpt":0.48868856447303805,"score_spread":0.39770750499198426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404759479","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33840433,0.00010331875,0.00038247826,0.001162518,0.0001809106,0.6596589,0.00007011879,0.000022557593,0.000014846707],"genre_scores_gemma":[0.4417639,0.0000057023667,0.00021232017,0.0000099320805,0.0001147165,0.55781174,0.00005151826,0.000010151815,0.000020035879],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9976442,0.00073299586,0.00090231554,0.00022642525,0.00038634863,0.0001077205],"domain_scores_gemma":[0.9949281,0.004172347,0.00040756547,0.00010284338,0.00036456023,0.000024579744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0113596395,0.00014224696,0.0011000582,0.000099936864,0.000037531594,0.00008394462,0.00004685764,0.000039114577,0.000022778224],"category_scores_gemma":[0.0013706965,0.00006951808,0.0001294789,0.00012008992,0.00005421717,0.00011461863,0.0000125459255,0.000061276536,7.232612e-8],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8925838,0.00025513442,0.00009596462,0.00052277814,0.001181251,8.658523e-7,0.017702736,0.00004878938,0.00041291164,0.00008125608,0.000093552786,0.087020956],"study_design_scores_gemma":[0.95344937,0.0018859007,0.00042529544,0.0007603757,0.0016692709,0.0000022039499,0.008332005,0.032696225,0.00013785117,0.0004211493,0.00014998119,0.00007039942],"about_ca_topic_score_codex":0.0005747714,"about_ca_topic_score_gemma":0.0010027192,"teacher_disagreement_score":0.10335957,"about_ca_system_score_codex":0.00009314996,"about_ca_system_score_gemma":0.0002436885,"threshold_uncertainty_score":0.39370468},"labels":[],"label_agreement":null},{"id":"W4404783694","doi":"10.2196/58980","title":"Enhancing Frailty Assessments for Transcatheter Aortic Valve Replacement Patients Using Structured and Unstructured Data: Real-World Evidence Study","year":2024,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; National Institutes of Health","keywords":"Medicine; Generalizability theory; Receiver operating characteristic; Latent Dirichlet allocation; Stenosis; Unstructured data; Grip strength; Internal medicine; Cardiology; Physical therapy; Data mining; Computer science; Artificial intelligence; Topic model; Statistics; Big data","score_opus":0.0840483001266137,"score_gpt":0.41963592385025744,"score_spread":0.33558762372364376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404783694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99007,0.0003647083,0.004546645,0.00019968227,0.00087426713,0.0036361986,0.000082753846,0.00017794174,0.0000478288],"genre_scores_gemma":[0.991345,0.000019167648,0.0075586126,0.0001434153,0.00025497767,0.00012760545,0.00014195607,0.000077312376,0.00033198926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99725,0.00008100093,0.00059895,0.0010337753,0.00057845097,0.00045781478],"domain_scores_gemma":[0.9983835,0.00027052817,0.00011907478,0.00094379974,0.00011587407,0.00016722266],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00046286822,0.00033472673,0.00044352325,0.00026461558,0.00017126111,0.00020097759,0.00023615525,0.00006980537,0.000054885597],"category_scores_gemma":[0.000116846946,0.00028852167,0.00013803634,0.00034025538,0.000051473446,0.00064725784,0.0001886549,0.0003155941,0.000002114272],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009070885,0.00070736354,0.8182489,0.0061381427,0.0027113075,0.000044276057,0.020500962,0.000064745065,0.04876431,0.000035913683,0.0018273722,0.100049615],"study_design_scores_gemma":[0.006828892,0.0016720234,0.93337715,0.0078762695,0.0025688417,0.000044506207,0.001791373,0.03872331,0.004771701,0.00036420987,0.0010448004,0.000936948],"about_ca_topic_score_codex":0.00022311792,"about_ca_topic_score_gemma":0.00027846734,"teacher_disagreement_score":0.11512823,"about_ca_system_score_codex":0.0003232691,"about_ca_system_score_gemma":0.00015222044,"threshold_uncertainty_score":0.99995667},"labels":[],"label_agreement":null},{"id":"W4404793044","doi":"10.1017/s1041610224002424","title":"P8: Comparison between three cognitive impairment screening tools (MMSE, MoCA and MoCA basic) for seniors with low education in primary care in Brazil","year":2024,"lang":"en","type":"article","venue":"International Psychogeriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Cognitive impairment; Primary care; Gerontology; Cognition; Dementia; Psychology; Medicine; Psychiatry; Family medicine; Disease; Internal medicine","score_opus":0.017293306569110233,"score_gpt":0.33804603808929123,"score_spread":0.320752731520181,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404793044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98077136,0.0016778248,0.0066697802,0.004089498,0.0008721733,0.0017294089,0.00037229655,0.00007226514,0.003745371],"genre_scores_gemma":[0.9917052,0.0000633989,0.0052949334,0.00044794386,0.0005780036,0.0002007582,0.0013757527,0.00004136639,0.00029267397],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99831295,0.000025906595,0.00047127326,0.0005083522,0.00044191716,0.00023959411],"domain_scores_gemma":[0.99896723,0.00041950823,0.000097823926,0.0001376667,0.0002752763,0.00010252021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022086837,0.00021836383,0.00031420632,0.0005936478,0.000031774645,0.00012514337,0.00012410835,0.00012080499,0.000022541437],"category_scores_gemma":[0.000094225674,0.00020509672,0.000064615015,0.00042580545,0.000050998493,0.00030394367,0.000042651514,0.00031360658,0.000009118685],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014125801,0.0003253964,0.59018916,0.00069890963,0.00016596881,0.0000279026,0.0019194313,0.000085560394,0.000060801405,0.00013210741,0.0027196694,0.4022625],"study_design_scores_gemma":[0.005149238,0.0007179347,0.98392135,0.0022679635,0.000112289934,0.000038051905,0.0014026547,0.0018493211,0.00016866767,0.00025486582,0.0038302839,0.00028735338],"about_ca_topic_score_codex":0.00012469706,"about_ca_topic_score_gemma":0.00047068414,"teacher_disagreement_score":0.40197515,"about_ca_system_score_codex":0.0004719771,"about_ca_system_score_gemma":0.0004592253,"threshold_uncertainty_score":0.83636016},"labels":[],"label_agreement":null},{"id":"W4404850403","doi":"10.3138/ptc-2023-0054-cc","title":"Commentary on Quigley et al.","year":2024,"lang":"en","type":"letter","venue":"Physiotherapy Canada","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Computer science","score_opus":0.012211093036023801,"score_gpt":0.29311770071882315,"score_spread":0.28090660768279935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404850403","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002942396,0.0007210116,0.0000021935662,0.99077195,0.0025426322,0.0004987635,0.00046703138,0.0001162864,0.0045858896],"genre_scores_gemma":[0.00037393917,0.00031166658,0.000056037305,0.9716587,0.003970224,0.00005687592,0.0015402576,0.00022677825,0.021805532],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976558,0.000068725,0.0002636285,0.0005855049,0.0009732349,0.0004530772],"domain_scores_gemma":[0.9987635,0.00018001761,0.000076259836,0.00081579725,0.000046120047,0.000118324366],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000050861803,0.00047543462,0.0005570645,0.00014622473,0.00004427231,0.000037440946,0.00023064773,0.00017276575,0.0008475037],"category_scores_gemma":[0.000006536998,0.0004084555,0.00016604271,0.0001846255,0.000047665228,0.000029924622,0.000031598836,0.0022379449,0.000114481365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004547018,0.000035395846,0.0000071938093,0.00036307858,0.00042396126,0.0018318334,0.000059575457,0.000002838479,0.00026762375,0.000003934558,0.99446493,0.002494137],"study_design_scores_gemma":[0.000698989,0.00025270405,0.000050175833,0.0010197723,0.00005463492,0.000028012779,0.000008112138,0.00003953012,0.00035266773,0.00005749104,0.99706465,0.00037327982],"about_ca_topic_score_codex":0.7510197,"about_ca_topic_score_gemma":0.4162557,"teacher_disagreement_score":0.334764,"about_ca_system_score_codex":0.0010822029,"about_ca_system_score_gemma":0.0011426066,"threshold_uncertainty_score":0.99983674},"labels":[],"label_agreement":null},{"id":"W4404868817","doi":"10.1016/j.euo.2024.11.007","title":"Frailty in Older Adults with Prostate Cancer","year":2024,"lang":"en","type":"review","venue":"European Urology Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Prostate cancer; Gerontology; Cancer; Oncology; Internal medicine","score_opus":0.037113717786421585,"score_gpt":0.36195392486886746,"score_spread":0.3248402070824459,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404868817","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022511637,0.9573901,0.0000030813487,0.0023593025,0.0012542586,0.0027740004,0.00009537548,0.00027596674,0.035622783],"genre_scores_gemma":[0.00026107993,0.9839048,0.00020084738,0.0019790907,0.00080146256,0.0005113891,0.0003038197,0.00039151535,0.011646029],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99489635,0.0013292143,0.0011350176,0.0014606344,0.0002436367,0.0009351328],"domain_scores_gemma":[0.9980598,0.00029884034,0.0004111574,0.00084174133,0.000110872235,0.00027755485],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00059781736,0.00087784015,0.0031202277,0.0007427601,0.000043756445,0.00001848095,0.00044376534,0.00067489455,0.0006123277],"category_scores_gemma":[0.00015069303,0.0005960209,0.0003358919,0.00075489405,0.0005148856,0.00005054058,0.00033591772,0.0030032417,0.0033828444],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051073765,0.00033903838,0.00011367998,0.015381495,0.0004592421,0.01864588,0.0012520056,0.0000016731118,1.6811369e-7,0.00002271073,0.02348804,0.9397853],"study_design_scores_gemma":[0.0033203408,0.0022644668,0.0007845782,0.016168816,0.0028977203,0.0038510654,0.00003646924,0.0000073254614,1.03852614e-7,0.00000549928,0.9701712,0.00049240375],"about_ca_topic_score_codex":0.00007810592,"about_ca_topic_score_gemma":0.00064990215,"teacher_disagreement_score":0.94668317,"about_ca_system_score_codex":0.00057453325,"about_ca_system_score_gemma":0.0015278102,"threshold_uncertainty_score":0.9996491},"labels":[],"label_agreement":null},{"id":"W4404905558","doi":"10.5770/cgj.27.721","title":"Effectiveness of the Sub-Acute Care for Frail Elderly (SAFE) Transitional Care Unit on Short-Term Functional Independence in Frail Older Patients Discharged from Hospital","year":2024,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Fraser Health; Bruyère; University of Ottawa","funders":"Ontario Ministry of Health and Long-Term Care","keywords":"Medicine; Transitional care; Acute care; Long-term care; Cohort; Emergency medicine; Cohort study; Health care; Nursing; Internal medicine","score_opus":0.00965524380275498,"score_gpt":0.24088962675616757,"score_spread":0.2312343829534126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404905558","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894053,0.0014210029,0.00051323517,0.00077979243,0.0033961048,0.0010646887,0.0032737758,0.000014893913,0.00013122163],"genre_scores_gemma":[0.99832547,0.000033852142,0.0000983486,0.0001065691,0.0005039274,0.000061432234,0.00076348195,0.00005595388,0.000050988878],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977803,0.0001355587,0.00044819337,0.00040140454,0.00077274296,0.00046179196],"domain_scores_gemma":[0.9981789,0.00029073056,0.000081927,0.00026259254,0.00071312196,0.0004727354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021834899,0.00027880148,0.00036491736,0.00050871697,0.00024740736,0.00009549134,0.0002458464,0.00028828334,0.00017597315],"category_scores_gemma":[0.00012980304,0.00022706078,0.00031439622,0.000516445,0.000083349885,0.00020078849,0.00001903651,0.0009891447,0.00000898999],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011360476,0.00030435328,0.9411477,0.0018512404,0.0008154684,0.00075803424,0.0155557245,0.00048990967,0.002119086,0.0003053612,0.00390786,0.031609204],"study_design_scores_gemma":[0.0030940354,0.0005922561,0.9907117,0.0014924307,0.0002629899,0.000052567713,0.00088347465,0.000040396368,0.0013584364,0.00020481258,0.001021966,0.00028492944],"about_ca_topic_score_codex":0.001974186,"about_ca_topic_score_gemma":0.016583465,"teacher_disagreement_score":0.049563996,"about_ca_system_score_codex":0.0012096761,"about_ca_system_score_gemma":0.0026585665,"threshold_uncertainty_score":0.925927},"labels":[],"label_agreement":null},{"id":"W4404905570","doi":"10.5770/cgj.27.734","title":"“How Can We Help You?” Older Adults’ and Care Partners’ Perspectives on Improving Care in Hospital: A Mixed Methods Study","year":2024,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Sinai Health System; Hamilton Health Sciences; University of Toronto; University Health Network; St. Michael's Hospital; McMaster University","funders":"McMaster University","keywords":"Psychosocial; Medicine; Recreation; Psychological intervention; Rehabilitation; Interpersonal relationship; Rehabilitation hospital; Qualitative research; Interpersonal communication; Social isolation; Nursing; Gerontology; Family medicine; Physical therapy; Psychology; Psychiatry; Social psychology","score_opus":0.013014682368426756,"score_gpt":0.30518854916415467,"score_spread":0.29217386679572793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404905570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91798645,0.062902205,0.000077007106,0.014874108,0.0022954417,0.0013019311,0.00009932648,0.00006766107,0.0003958529],"genre_scores_gemma":[0.99563664,0.0006187662,0.002105309,0.00010295706,0.0009389969,0.000040473777,0.00001364607,0.0000898939,0.00045331893],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9976157,0.0002524602,0.0003631189,0.0006447256,0.0003926054,0.000731366],"domain_scores_gemma":[0.9977984,0.00012766157,0.00009323978,0.00034515295,0.00041357405,0.0012219914],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004293293,0.00035832488,0.00046316648,0.0013905629,0.0002309456,0.0005568656,0.0001858394,0.00019417891,0.000033890006],"category_scores_gemma":[0.00063438277,0.00032763433,0.0001432252,0.00080314657,0.00006869299,0.00017987458,0.000045489956,0.0011970621,0.0000036492102],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072731134,0.00010756979,0.013202551,0.0005924892,0.00016154182,0.0052801976,0.5211561,0.0000073171973,0.000033168515,0.00004919336,0.0028748843,0.45646232],"study_design_scores_gemma":[0.0031544983,0.0019386862,0.04023417,0.0008307641,0.00025062443,0.00052665314,0.94354314,0.00014976444,0.0000678279,0.000028286402,0.008799614,0.00047598808],"about_ca_topic_score_codex":0.01810197,"about_ca_topic_score_gemma":0.1712705,"teacher_disagreement_score":0.45598632,"about_ca_system_score_codex":0.0026137682,"about_ca_system_score_gemma":0.0020260199,"threshold_uncertainty_score":0.99991757},"labels":[],"label_agreement":null},{"id":"W4404919516","doi":"10.5770/cgj.27.771","title":"New Disability in a Cohort Study of Older Men—The Manitoba Follow-Up Study","year":2024,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Winnipeg; University of Manitoba; Manitoba Health; Health Sciences Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Incidence (geometry); Cohort; Cohort study; Gerontology; Prospective cohort study; Demography; Physical therapy; Internal medicine","score_opus":0.018741265912588845,"score_gpt":0.27799339336445417,"score_spread":0.2592521274518653,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404919516","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99128544,0.00069691194,0.000031370142,0.0029874952,0.0019017829,0.002109841,0.00001392788,0.000020618778,0.0009526276],"genre_scores_gemma":[0.99756896,0.000032784388,0.000057044792,0.00009843007,0.00073697296,0.0000254589,0.000002966361,0.000038355563,0.0014390128],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976026,0.00020376792,0.0007242491,0.0003438219,0.00064952514,0.00047606992],"domain_scores_gemma":[0.99821645,0.00016487282,0.00009376219,0.0005443719,0.00014703028,0.0008335216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014118769,0.00021081128,0.0004428058,0.00044719403,0.00013168274,0.0001446286,0.00032492832,0.00008886572,0.00041213224],"category_scores_gemma":[0.0003690205,0.00015682337,0.00013066361,0.0011795887,0.000050527287,0.00012667765,0.00004358846,0.00088027434,0.000028292545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004585959,0.00038770697,0.9441596,0.000041712232,0.0002553693,0.0011686598,0.009047454,0.000014843051,0.0000054131456,0.000008960219,0.0355212,0.009343182],"study_design_scores_gemma":[0.0034020264,0.0006686758,0.97307503,0.00008183467,0.00041122615,0.00039053112,0.01882759,0.00009499449,0.0000032340256,0.00010926297,0.0027841884,0.00015143381],"about_ca_topic_score_codex":0.2570393,"about_ca_topic_score_gemma":0.8398523,"teacher_disagreement_score":0.58281296,"about_ca_system_score_codex":0.0014477167,"about_ca_system_score_gemma":0.001997178,"threshold_uncertainty_score":0.7479081},"labels":[],"label_agreement":null},{"id":"W4404944338","doi":"10.2139/ssrn.5030525","title":"Exploring the Association between Frailty and History of Gynecologic Cancer: A Cross-Sectional Analysis of the Canadian Longitudinal Study on Aging","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University; University of Alberta","funders":"","keywords":"Cross-sectional study; Gynecologic cancer; Association (psychology); Gerontology; Medicine; Demography; Psychology; Cancer; Sociology; Internal medicine; Ovarian cancer","score_opus":0.12502553068153305,"score_gpt":0.34961163363850967,"score_spread":0.22458610295697662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404944338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910576,0.0045938003,0.000010800876,0.0020295265,0.0013985233,0.0004906326,0.00006929106,0.000014198409,0.000335651],"genre_scores_gemma":[0.9958347,0.001015972,0.0000038593043,0.00004331193,0.0004838046,0.000057278885,0.00001180362,0.00002653444,0.0025227568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99673396,0.00024619905,0.0006711312,0.00039842218,0.00092237984,0.0010278786],"domain_scores_gemma":[0.9979828,0.00036485135,0.000767292,0.0004003217,0.0003714497,0.000113262126],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0033529513,0.00025418014,0.0006670321,0.00069171423,0.0002397655,0.0000547329,0.00037817296,0.00019231644,0.000039859893],"category_scores_gemma":[0.0004906827,0.00016435479,0.00047019363,0.0005261265,0.0001255357,0.00005126982,0.00024470003,0.0060806484,0.000001352708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000024723553,0.000054993357,0.98475915,0.000054929624,0.010629358,0.000004313368,0.0015207743,0.0010389034,0.000010614224,0.00029157146,0.00007383669,0.0015368318],"study_design_scores_gemma":[0.00044568593,0.00024713197,0.9900889,0.00015490048,0.005064447,0.00001653893,0.0005147903,0.00010944863,0.000012453384,0.0030355174,0.00018472636,0.00012545922],"about_ca_topic_score_codex":0.12490257,"about_ca_topic_score_gemma":0.76860917,"teacher_disagreement_score":0.6437066,"about_ca_system_score_codex":0.030917155,"about_ca_system_score_gemma":0.013521949,"threshold_uncertainty_score":0.99621236},"labels":[],"label_agreement":null},{"id":"W4405043763","doi":"10.1182/blood-2024-203896","title":"Frailty and Long-Term Survival Among Older Adults with Blood Cancers","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Gerontology; Hematologic Neoplasms; Term (time); Cancer; Internal medicine; Oncology","score_opus":0.011864041862859014,"score_gpt":0.2563313475510814,"score_spread":0.24446730568822236,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405043763","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917843,0.0037409028,0.000041275714,0.0005222577,0.0003243751,0.00058079785,0.00003417119,0.00030429932,0.002667672],"genre_scores_gemma":[0.99595535,0.00023900387,0.00025943984,0.00012585918,0.00041004425,0.000055437933,0.00004354312,0.00007261069,0.002838711],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99839574,0.000026320311,0.00021992334,0.00056636357,0.0003991,0.00039256932],"domain_scores_gemma":[0.99912596,0.000088407076,0.000038706774,0.00039491506,0.00007645231,0.0002755372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009877191,0.000268536,0.00033019268,0.00011312505,0.00006068258,0.00007782986,0.00009788607,0.00013354306,0.00023246212],"category_scores_gemma":[0.00004154463,0.00020695053,0.00006537944,0.0002660574,0.00020053872,0.00015258441,0.000055895845,0.000352927,0.00003572583],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014085592,0.00046513218,0.98200953,0.0016080424,0.0009976536,0.002869398,0.0023508205,0.0000014938253,0.0005375654,0.000051226536,0.0005887794,0.00837951],"study_design_scores_gemma":[0.009566551,0.00066278444,0.97800446,0.0038733021,0.0013765512,0.00074857543,0.00019256028,0.000057098816,0.0049320385,0.0000084274625,0.00022904824,0.00034863167],"about_ca_topic_score_codex":0.00038823884,"about_ca_topic_score_gemma":0.0016224647,"teacher_disagreement_score":0.009425695,"about_ca_system_score_codex":0.000037869246,"about_ca_system_score_gemma":0.00019166699,"threshold_uncertainty_score":0.8439198},"labels":[],"label_agreement":null},{"id":"W4405045857","doi":"10.1182/blood-2024-210392","title":"Pre-Hematopoietic Cell Transplantation (HCT) Frailty Is Associated with Lower Cognitive Function and Health-Related Quality of Life (HRQOL) in Older Adults Undergoing HCT","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Gerontology; Transplantation; Cognition; Psychological intervention; Cohort study; Cohort; Physical therapy; Internal medicine; Psychiatry","score_opus":0.022169558255276636,"score_gpt":0.28132133643734797,"score_spread":0.25915177818207136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405045857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942071,0.0026360445,0.00036038543,0.0008687907,0.00012052927,0.0009953998,0.00008698038,0.00013096574,0.0005938453],"genre_scores_gemma":[0.99872804,0.00021030997,0.00005424302,0.0003330137,0.000024461964,0.000035251353,0.00021613718,0.00004168304,0.0003568652],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99802196,0.00015721029,0.000695295,0.00044945913,0.00039653023,0.0002795463],"domain_scores_gemma":[0.99891007,0.00044867583,0.00020398486,0.00015227907,0.00013236467,0.00015262523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047218212,0.00021742571,0.0005039609,0.00017418829,0.00004579556,0.000021236247,0.00003733028,0.00019843849,0.000121358586],"category_scores_gemma":[0.00016915526,0.00019228198,0.00006825475,0.000478205,0.000079628044,0.00015286972,0.000011662287,0.00035471836,0.000011253224],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0076770815,0.00873478,0.85898125,0.02881815,0.0025153377,0.00043358046,0.08555501,0.00003468296,0.0021666782,0.00018427486,0.0010386343,0.0038605256],"study_design_scores_gemma":[0.021123823,0.0014178576,0.9616845,0.010985086,0.000626562,0.00005135381,0.0013476334,0.0002496725,0.0021201398,0.00014603703,0.0000022415531,0.0002450797],"about_ca_topic_score_codex":0.0007602126,"about_ca_topic_score_gemma":0.0015742911,"teacher_disagreement_score":0.10270325,"about_ca_system_score_codex":0.000063214415,"about_ca_system_score_gemma":0.0003469351,"threshold_uncertainty_score":0.78410316},"labels":[],"label_agreement":null},{"id":"W4405070395","doi":"10.3390/curroncol31120575","title":"Implementation of an Oncogeriatric Unit for Frail Older Patients with Breast Cancer: Preliminary Results","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Tinetti test; Incidence (geometry); Breast cancer; Tolerability; Geriatric oncology; Internal medicine; Medical record; Physical therapy; Cancer; Gerontology; Adverse effect","score_opus":0.05197048513166883,"score_gpt":0.4208487693646931,"score_spread":0.36887828423302427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405070395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99040526,0.0011337787,0.0002480905,0.002598306,0.0017564524,0.0017258832,0.0018894981,0.00009257184,0.00015017673],"genre_scores_gemma":[0.9967033,0.0001282058,0.0007030692,0.000062063584,0.00047098874,0.00031532763,0.0014548212,0.000039295835,0.00012287749],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998619,0.000058705784,0.0004338589,0.00038231697,0.00023209701,0.0002740162],"domain_scores_gemma":[0.9988964,0.00017358396,0.00015453514,0.00023887187,0.00040452572,0.00013203711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016217992,0.00016607986,0.00031819564,0.00020978783,0.000040628827,0.000010093956,0.00009682979,0.000099038116,0.00017512155],"category_scores_gemma":[0.000029326427,0.0001304227,0.00006397587,0.00031841922,0.00007622146,0.000154786,0.000035813402,0.00017580918,0.000008353565],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004067243,0.0011131205,0.080518134,0.0011999437,0.00013650343,0.0000114749455,0.0018759532,0.000009586993,0.000055962893,0.000056410045,0.018871795,0.8920839],"study_design_scores_gemma":[0.016516136,0.012946031,0.87482023,0.00073327584,0.00067270244,0.00005264559,0.00069621607,0.0005943063,0.0004462104,0.000054848584,0.09223094,0.00023644604],"about_ca_topic_score_codex":0.00014205018,"about_ca_topic_score_gemma":0.00025404364,"teacher_disagreement_score":0.89184743,"about_ca_system_score_codex":0.00027338884,"about_ca_system_score_gemma":0.0006671542,"threshold_uncertainty_score":0.5318484},"labels":[],"label_agreement":null},{"id":"W4405107416","doi":"10.3390/curroncol31120578","title":"The Role of Frailty and Myosteatosis in Predicting All-Cause Mortality in Older Adults with Cancer","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; Toronto General Hospital; Public Health Ontario; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Confidence interval; Proportional hazards model; Hazard ratio; Body mass index; Internal medicine; Statistic; Gerontology; Statistics","score_opus":0.07481344815933177,"score_gpt":0.4069042331871765,"score_spread":0.3320907850278447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405107416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9737643,0.022957519,0.0000040899367,0.0013889641,0.0004768498,0.0006167083,0.000024102024,0.00003353563,0.00073392276],"genre_scores_gemma":[0.996723,0.0028499737,0.0000270286,0.000037604626,0.0001019148,0.00018999631,0.000012435723,0.000016815256,0.000041263043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987746,0.0000900365,0.00035485436,0.00031374005,0.00018741649,0.00027936412],"domain_scores_gemma":[0.9992473,0.00033753432,0.00006714934,0.00021211556,0.000057204223,0.00007866523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029424613,0.000135639,0.00030461227,0.00011125096,0.00002269804,0.000010497986,0.0000827766,0.00010606303,0.00003636798],"category_scores_gemma":[0.00012272705,0.00008814153,0.000029261138,0.00026689965,0.00018783034,0.00006713595,0.000069592934,0.0004656757,0.0000022996041],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018768462,0.00022605322,0.8083342,0.0003459684,0.00012536807,0.000040529547,0.0052058534,0.0000059669414,0.00009758179,0.000088199835,0.00024964003,0.18509299],"study_design_scores_gemma":[0.0032351555,0.0004474166,0.9624582,0.0030755359,0.00023877269,0.000043103366,0.0026393519,0.005425861,0.00051433896,0.00011303001,0.021683175,0.00012604758],"about_ca_topic_score_codex":0.0008646327,"about_ca_topic_score_gemma":0.012940991,"teacher_disagreement_score":0.18496694,"about_ca_system_score_codex":0.00022022938,"about_ca_system_score_gemma":0.00025234115,"threshold_uncertainty_score":0.7221377},"labels":[],"label_agreement":null},{"id":"W4405164376","doi":"10.21608/asnj.2024.331085.1940","title":"Association of Frailty Comorbidity with Incidence of Fractures among Elderly at Assiut Trauma University Hospital","year":2024,"lang":"en","type":"article","venue":"Assiut Scientific Nursing Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Comorbidity; Incidence (geometry); Medicine; Association (psychology); Demography; Gerontology; Emergency medicine; Internal medicine; Psychology","score_opus":0.01333727941881846,"score_gpt":0.2782685498008255,"score_spread":0.26493127038200703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405164376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98927355,0.00030791658,0.0015320003,0.0035229994,0.00271364,0.00019597779,0.000041908897,0.00005262055,0.0023593754],"genre_scores_gemma":[0.9807394,0.000014760663,0.0013100527,0.000008917711,0.00014246264,3.4570405e-7,0.000018180132,0.000019127348,0.01774675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99736404,0.00013200242,0.00040777415,0.00036810772,0.0013735766,0.00035451583],"domain_scores_gemma":[0.99806845,0.0002416958,0.0005265267,0.00031969688,0.00060692127,0.00023670676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011060213,0.00018424029,0.00038591374,0.00039971297,0.0003856928,0.00016226192,0.00025209715,0.00017871104,0.00030837656],"category_scores_gemma":[0.00028993253,0.00014811588,0.00019549773,0.00077121955,0.0007573909,0.00058095454,0.00003441067,0.00071972935,0.000012496902],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067607587,0.0014823053,0.45071942,0.0005006883,0.0009139276,0.0009925913,0.016336137,0.00027415316,0.038906153,0.00014467431,0.36114,0.12791386],"study_design_scores_gemma":[0.0020232745,0.0012263899,0.93253076,0.0071483003,0.00075068907,0.0004973788,0.0016826816,0.0015865267,0.04211625,0.00039909128,0.0097066,0.00033208675],"about_ca_topic_score_codex":0.00007687327,"about_ca_topic_score_gemma":0.00019440366,"teacher_disagreement_score":0.4818113,"about_ca_system_score_codex":0.0013017749,"about_ca_system_score_gemma":0.00046242855,"threshold_uncertainty_score":0.603999},"labels":[],"label_agreement":null},{"id":"W4405352155","doi":"10.2196/60155","title":"The Effect of the Mediterranean Diet–Integrated Gamified Home-Based Cognitive-Nutritional (GAHOCON) Training Programme for Older People With Cognitive Frailty: Pilot Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Rehabilitation and Assistive Technologies","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Hong Kong Polytechnic University","keywords":"Mediterranean diet; Cognition; Medicine; Randomized controlled trial; Cognitive training; Gerontology; Grip strength; Physical therapy; Effects of sleep deprivation on cognitive performance; Cognitive decline; Intervention (counseling); Dementia; Nursing; Psychiatry; Surgery","score_opus":0.02283183817344347,"score_gpt":0.31010540556075394,"score_spread":0.28727356738731047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405352155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93628687,0.0010110664,0.003888684,0.016631003,0.00032371696,0.040726524,0.00021916248,0.00076933944,0.0001436149],"genre_scores_gemma":[0.9645774,0.000016323609,0.0005632809,0.000040128176,0.00005362707,0.034415647,0.00012953993,0.000034991197,0.00016908311],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9974816,0.0005672051,0.0006557647,0.0004917531,0.00046629552,0.00033736977],"domain_scores_gemma":[0.95614773,0.042721346,0.00027681506,0.00019760389,0.0006088369,0.00004766617],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0017014976,0.00036290646,0.0013489041,0.0002352402,0.00028484987,0.00010215154,0.00013277256,0.00018725231,0.000014183926],"category_scores_gemma":[0.019808402,0.00015827037,0.0005007589,0.00058967544,0.00262218,0.00009290955,0.000033975284,0.0004413799,0.000001111172],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.93000627,0.00023351115,0.00085685216,0.00071159715,0.0007953742,0.0000028591128,0.0012909345,5.2003935e-7,0.00015189168,0.000568937,0.00019908766,0.06518214],"study_design_scores_gemma":[0.9442588,0.02098738,0.0103042945,0.0042096106,0.0010410842,0.000008349123,0.014902759,0.0017352705,0.0012263216,0.0008991778,0.0001892576,0.0002376872],"about_ca_topic_score_codex":0.000008799612,"about_ca_topic_score_gemma":0.000039202045,"teacher_disagreement_score":0.06494445,"about_ca_system_score_codex":0.00007637742,"about_ca_system_score_gemma":0.00024895475,"threshold_uncertainty_score":0.98844814},"labels":[],"label_agreement":null},{"id":"W4405358828","doi":"10.1016/j.jtcvs.2024.12.006","title":"Going to MARS may shorten our patient's survival","year":2024,"lang":"en","type":"editorial","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Mars Exploration Program; Astrobiology; Medicine; Biology","score_opus":0.01845905882082346,"score_gpt":0.3053802067991247,"score_spread":0.28692114797830126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405358828","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009675212,0.0699882,0.0003423351,0.0009657738,0.91777205,0.0003525657,0.00010897589,0.000056209192,0.0007386742],"genre_scores_gemma":[0.029599803,0.010417159,0.0007716522,0.00014073006,0.9548866,0.000017178034,0.000101561774,0.00027788203,0.0037873955],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99382114,0.00039174332,0.001302881,0.0005885806,0.003352062,0.0005436159],"domain_scores_gemma":[0.9964474,0.0007503802,0.0003651117,0.0008048995,0.0009538047,0.000678445],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0044424026,0.0005725226,0.0029705756,0.0009344011,0.000073593634,0.00019063492,0.00021258726,0.0008264924,0.000019983278],"category_scores_gemma":[0.0028230946,0.00046473672,0.0042234575,0.0004748307,0.00004215816,0.00018502714,0.00022083452,0.0020456486,0.0000981701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038237698,0.00003971743,0.000379891,0.0012723103,0.00642073,0.0058521945,0.0001452498,0.0000254231,0.0000069226044,3.302791e-7,0.80101055,0.18446429],"study_design_scores_gemma":[0.00022771803,0.00023200299,0.00024036376,0.0050698365,0.0049358006,0.0014695205,0.00034607574,0.000004598509,0.000057623758,0.000015918275,0.9869477,0.0004528138],"about_ca_topic_score_codex":0.000030816183,"about_ca_topic_score_gemma":0.0000041067515,"teacher_disagreement_score":0.18593717,"about_ca_system_score_codex":0.00023421952,"about_ca_system_score_gemma":0.0009769456,"threshold_uncertainty_score":0.9997804},"labels":[],"label_agreement":null},{"id":"W4405358874","doi":"10.7759/cureus.75670","title":"Perspectives on Frailty Among Emergency Physicians: A Qualitative Descriptive Study","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"","keywords":"Medicine; Thematic analysis; Qualitative research; Focus group; Gerontology; Exploratory research; Population; Stressor; Emergency department; Vulnerability (computing); Nursing; Psychiatry; Environmental health","score_opus":0.07015598455498524,"score_gpt":0.39347454745498794,"score_spread":0.3233185629000027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405358874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9692073,0.004203639,0.0002412314,0.0011211076,0.0010844148,0.0010870011,0.000041866195,0.0003647503,0.022648701],"genre_scores_gemma":[0.98880446,0.00012480163,0.00020975823,0.000056290384,0.00050184014,0.0001410262,0.000012425217,0.000055788307,0.010093632],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981813,0.0001789849,0.0002735615,0.00061823067,0.0004455254,0.00030239232],"domain_scores_gemma":[0.999068,0.00014090813,0.00004881835,0.0004462649,0.00018736736,0.00010860277],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023884291,0.0002614138,0.00032829397,0.000115569135,0.0000844616,0.00003339779,0.00013586605,0.00007523896,0.0007340632],"category_scores_gemma":[0.000418954,0.00022006496,0.00017099953,0.00043635513,0.00013334121,0.00023805362,0.000046713114,0.00042840408,0.0004542978],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012093715,0.0017913759,0.002782131,0.00009132846,0.0008678396,0.00026174923,0.95675075,0.000003069135,0.0008749733,0.0033268346,0.029346429,0.0037826097],"study_design_scores_gemma":[0.00092763826,0.0030359705,0.07324209,0.0005527439,0.00027753698,0.000006803936,0.91728073,0.00021846048,0.00046062152,0.0016935313,0.0019763857,0.0003274896],"about_ca_topic_score_codex":0.000435083,"about_ca_topic_score_gemma":0.00027853914,"teacher_disagreement_score":0.070459954,"about_ca_system_score_codex":0.00037477817,"about_ca_system_score_gemma":0.000060623333,"threshold_uncertainty_score":0.8973989},"labels":[],"label_agreement":null},{"id":"W4405382905","doi":"10.3389/fpubh.2024.1457187","title":"Prevalence and influencing factors of oral frailty in older adults: a systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Science Foundation of Hunan Province; Hunan Provincial Science and Technology Department","keywords":"Meta-analysis; Systematic review; Medicine; Gerontology; MEDLINE; Oral health; Family medicine; Pathology","score_opus":0.1095193878587708,"score_gpt":0.3844174482382342,"score_spread":0.2748980603794634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405382905","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000032913114,0.9908448,0.0000967971,0.0014408247,0.00012484769,0.007127787,0.000265177,0.00004119492,0.000025649491],"genre_scores_gemma":[0.00024650598,0.99650955,0.0013159207,0.00070599816,0.000009092108,0.0006170078,0.0001070677,0.00006363492,0.00042524264],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9931694,0.0012598159,0.0032737858,0.0010166257,0.00062049483,0.0006598641],"domain_scores_gemma":[0.9969914,0.00023375405,0.0011674229,0.0009938447,0.00013164044,0.00048196322],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0036979632,0.00072295254,0.015166218,0.0022961537,0.000031340347,0.000054661323,0.00031979565,0.000371555,0.000061456034],"category_scores_gemma":[0.0017816846,0.00046768552,0.0010981777,0.0034154158,0.00015747454,0.00023479974,0.00017500107,0.0010492854,0.0000025190395],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010295302,0.00006181245,0.0013082833,0.96369874,0.024236497,0.0000137894185,0.0010661331,4.3428496e-8,3.358875e-10,0.000008864404,0.0015095476,0.008095277],"study_design_scores_gemma":[0.00035108236,0.00011188472,0.00077619136,0.48148084,0.5037908,0.000042268402,0.00038189648,0.000039134804,6.800501e-9,0.0000109779985,0.012623804,0.00039114797],"about_ca_topic_score_codex":0.00058017916,"about_ca_topic_score_gemma":0.0001705116,"teacher_disagreement_score":0.48221788,"about_ca_system_score_codex":0.00071687566,"about_ca_system_score_gemma":0.0013077062,"threshold_uncertainty_score":0.9997775},"labels":[],"label_agreement":null},{"id":"W4405394663","doi":"10.1016/j.jgo.2024.102162","title":"Addressing educational gaps in geriatric oncology: Insights from medical oncologists","year":2024,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network","funders":"Princess Margaret Cancer Foundation","keywords":"Medicine; Geriatric oncology; Medical physics; Family medicine; Oncology; Medical education; Internal medicine; Cancer","score_opus":0.04264332933355657,"score_gpt":0.3947482551839615,"score_spread":0.3521049258504049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405394663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8425287,0.036007077,0.00025173285,0.08627156,0.01353801,0.00051119,0.000017123093,0.00007620922,0.020798372],"genre_scores_gemma":[0.9739723,0.003345504,0.009029705,0.0019365804,0.010348892,0.000028838707,0.00004243918,0.00006137383,0.0012343347],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99548423,0.00061532384,0.0018961349,0.00046635242,0.001033301,0.0005046487],"domain_scores_gemma":[0.994337,0.003715167,0.00065349723,0.00028353804,0.00037911747,0.0006316388],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013626555,0.00031705628,0.0013205459,0.0015605254,0.000074354364,0.000055399378,0.00045495311,0.0010552687,0.0035505074],"category_scores_gemma":[0.0030520177,0.0002512196,0.0003396552,0.0013621678,0.0002641847,0.00032325552,0.0001469287,0.0021331494,0.0002869474],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033081938,0.006320898,0.018329117,0.00068609795,0.0011244661,0.043602847,0.006058519,0.000101341146,0.007797532,0.0013210764,0.41730067,0.49404922],"study_design_scores_gemma":[0.011272565,0.00644392,0.15801105,0.0013970744,0.0008702045,0.014531299,0.00071982056,0.0009472989,0.00027549855,0.008170525,0.7968274,0.00053338154],"about_ca_topic_score_codex":0.00018762905,"about_ca_topic_score_gemma":0.0004009174,"teacher_disagreement_score":0.49351585,"about_ca_system_score_codex":0.0033937788,"about_ca_system_score_gemma":0.014266813,"threshold_uncertainty_score":0.999994},"labels":[],"label_agreement":null},{"id":"W4405402944","doi":"10.2196/64254","title":"Unveiling the Frailty Spatial Patterns Among Chilean Older Persons by Exploring Sociodemographic and Urbanistic Influences Based on Geographic Information Systems: Cross-Sectional Study","year":2024,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Gerontology; Geography; Demography; Environmental health; Psychology; Medicine; Sociology; Computer science; World Wide Web","score_opus":0.02660403265517789,"score_gpt":0.29559211023211607,"score_spread":0.26898807757693816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405402944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9955479,0.00032022607,0.0013189472,0.00021073219,0.0006849678,0.0013702072,0.000073415315,0.0003302802,0.00014332021],"genre_scores_gemma":[0.9987744,0.00001160727,0.000008671448,0.00018078541,0.0002976183,0.00055021606,0.00008707207,0.00003259131,0.000057049667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979634,0.00010347206,0.00047214437,0.00039227828,0.000721677,0.0003469762],"domain_scores_gemma":[0.9990608,0.00032853652,0.00010594978,0.0002981605,0.00008229691,0.00012422346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005697098,0.00027643368,0.00023454044,0.00042618162,0.0005290741,0.0007292574,0.00013882533,0.00009488288,0.000047812948],"category_scores_gemma":[0.00006979659,0.00020632413,0.00012310226,0.00036614883,0.00019172812,0.00070983067,0.00005011671,0.0006669982,0.000016571452],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020050906,0.00007683633,0.9921287,0.00048977113,0.000106333275,0.000016373386,0.0053165695,0.0007280252,0.000026138048,0.000012274625,0.00010607838,0.0009728881],"study_design_scores_gemma":[0.00090097234,0.00021177685,0.93868816,0.00097107055,0.00007563094,0.00001942789,0.0037675796,0.054964397,0.000011330106,0.0000043842438,0.00018252745,0.00020272812],"about_ca_topic_score_codex":0.0014904372,"about_ca_topic_score_gemma":0.000059021047,"teacher_disagreement_score":0.05423637,"about_ca_system_score_codex":0.000083771425,"about_ca_system_score_gemma":0.000054637123,"threshold_uncertainty_score":0.84136534},"labels":[],"label_agreement":null},{"id":"W4405486225","doi":"10.1016/j.cont.2024.101737","title":"Optimizing care for LUTS in older patients: Diagnostics, challenges of frailty and patient priorities—NOPIA meeting (ICI-RS 2024)","year":2024,"lang":"en","type":"article","venue":"Continence","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Gerontology; Medicine","score_opus":0.01801690177359432,"score_gpt":0.27328353309062425,"score_spread":0.2552666313170299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405486225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90957,0.08398161,0.00017729905,0.0018640452,0.0010878192,0.0015050157,0.000096192714,0.000080306985,0.001637756],"genre_scores_gemma":[0.9928883,0.0030626513,0.0035134808,0.000104208724,0.00008927891,0.000113487506,0.000020450507,0.00003493653,0.00017322379],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99862283,0.00002511046,0.00042486942,0.00040409507,0.0002308496,0.00029223828],"domain_scores_gemma":[0.9987201,0.00060083345,0.00007916867,0.00022314614,0.0002893765,0.00008733879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001036273,0.0001854631,0.00035960838,0.00014083722,0.00003604859,0.000024278454,0.00008255166,0.00010098431,0.00001568688],"category_scores_gemma":[0.0012480611,0.00017347232,0.00006098953,0.00012402306,0.000098105,0.000117685784,0.00009049979,0.00018381156,0.000002274765],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023765219,0.00043326852,0.15261114,0.016283007,0.00016648106,0.00014773995,0.13135716,0.00007263454,0.001111601,0.0017129441,0.0067557236,0.68911064],"study_design_scores_gemma":[0.01949417,0.005669158,0.67074716,0.08804616,0.0007585012,0.000042174266,0.06873096,0.0115185715,0.02242957,0.000666965,0.10955081,0.0023458197],"about_ca_topic_score_codex":0.00009339272,"about_ca_topic_score_gemma":0.00015186898,"teacher_disagreement_score":0.68676484,"about_ca_system_score_codex":0.000069737885,"about_ca_system_score_gemma":0.0000664391,"threshold_uncertainty_score":0.70739955},"labels":[],"label_agreement":null},{"id":"W4405493709","doi":"10.1371/journal.pone.0315918","title":"Setting the balance of care for older adults at risk of hospitalization and delayed discharge: A mixed-methods research protocol","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Public Health Ontario; Humber River Regional Hospital; McMaster University; Trillium Health Centre; University of Toronto","funders":"Department of Family and Community Medicine, University of Toronto; University of Toronto; Canadian Institutes of Health Research; Government of Ontario; Institute for Clinical Evaluative Sciences","keywords":"Health care; Medicine; Hospital discharge; Acute care; Gerontology; Nursing; Psychological intervention; Medical emergency; Intensive care medicine","score_opus":0.03136067949900212,"score_gpt":0.3792470506643691,"score_spread":0.34788637116536697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405493709","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9023739,0.0013587556,0.0016918925,0.0014507861,0.000043849963,0.092600934,0.00022809203,0.000057989117,0.00019378954],"genre_scores_gemma":[0.90703374,0.00006785806,0.035468593,0.000020321368,0.00014278218,0.056402937,0.000072540766,0.000053802436,0.00073741504],"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99852294,0.00023060826,0.00030774606,0.0002736691,0.00045312618,0.00021193881],"domain_scores_gemma":[0.99798226,0.00094582886,0.000095943054,0.00031954603,0.0006016399,0.0000547558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009634584,0.00010135172,0.0002645056,0.00008636503,0.00009684834,0.000014421104,0.00009231165,0.00007900941,0.000021837512],"category_scores_gemma":[0.0018730665,0.00006815297,0.000054066113,0.0002951217,0.00013946324,0.00006069989,0.0001018662,0.00020976659,0.0000020174532],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005828405,0.003211072,0.2815221,0.16299605,0.0030209795,0.000017944718,0.14314097,0.000015746191,0.18625331,0.0010599563,0.0104252715,0.20250821],"study_design_scores_gemma":[0.0074575916,0.0035418267,0.08928394,0.025093539,0.00088602863,0.0000114540535,0.00781447,0.05608823,0.8074917,0.00056671054,0.0014327248,0.00033173247],"about_ca_topic_score_codex":0.00004800324,"about_ca_topic_score_gemma":0.000036268662,"teacher_disagreement_score":0.6212384,"about_ca_system_score_codex":0.0000612129,"about_ca_system_score_gemma":0.000065386135,"threshold_uncertainty_score":0.27791977},"labels":[],"label_agreement":null},{"id":"W4405526109","doi":"10.1016/j.ejso.2024.108818","title":"STAYHOME – remaining alive and at home after cancer surgery for older adults: derivation and validation of a predictive tool.","year":2024,"lang":"en","type":"article","venue":"European Journal of Surgical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; University of Ottawa; Cancer Care Ontario; Queen's University; Bruyère; Ontario Institute for Cancer Research; University of Toronto","funders":"","keywords":"Medicine; Psychology; Surgery","score_opus":0.021757844059913815,"score_gpt":0.2964928486305649,"score_spread":0.2747350045706511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405526109","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901287,0.0047195996,0.0007039097,0.0032738748,0.00047351056,0.00026070577,0.000043996595,0.000015379195,0.0003803481],"genre_scores_gemma":[0.9955211,0.0028514445,0.00075252535,0.00012311213,0.00051490276,0.000014380042,0.000012616858,0.000030941228,0.00017897818],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985025,0.000270574,0.0006647679,0.00019619137,0.00020019533,0.00016576485],"domain_scores_gemma":[0.9979632,0.0012174498,0.0002861717,0.00007215582,0.00033198416,0.0001290735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011600794,0.00012307486,0.0004757769,0.00020859276,0.000030050573,0.000016182601,0.000035183286,0.000060469403,0.00013643075],"category_scores_gemma":[0.00020221854,0.000094419636,0.000111133966,0.00012303858,0.00014548328,0.00018177587,0.000053309435,0.0002022084,0.0000018723362],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03741506,0.0005015259,0.09617722,0.0033403435,0.0014439166,0.011889699,0.02004646,0.0000757172,0.0021055047,0.00013978544,0.018407714,0.8084571],"study_design_scores_gemma":[0.018404648,0.007303331,0.6470708,0.010673594,0.0011507067,0.009609793,0.0013645686,0.0014447625,0.0022680059,0.00016373502,0.3000319,0.00051416375],"about_ca_topic_score_codex":0.0000030880153,"about_ca_topic_score_gemma":0.0000020162593,"teacher_disagreement_score":0.80794287,"about_ca_system_score_codex":0.0001592294,"about_ca_system_score_gemma":0.0001350923,"threshold_uncertainty_score":0.3850321},"labels":[],"label_agreement":null},{"id":"W4405537985","doi":"10.1101/2024.12.13.24318927","title":"‘It would nearly put the life back into you’ Older adults’ experiences of a Community Specialist Team for Older People (CSTOP) service model in Ireland: A Qualitative Descriptive Study","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Older people; Service (business); Descriptive research; Gerontology; Qualitative research; Psychology; Sociology; Medicine; Business; Marketing; Social science","score_opus":0.07439152636489499,"score_gpt":0.36599279639346555,"score_spread":0.29160127002857056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405537985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97789,0.00080875534,0.0005960754,0.01065341,0.00097636285,0.007510188,0.00019643019,0.00009648993,0.0012722677],"genre_scores_gemma":[0.9913916,0.000031773612,0.0015645246,0.0016787781,0.00029822357,0.0035129408,0.00013912658,0.00013393212,0.001249121],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9945368,0.0014288869,0.0014843321,0.00092649285,0.0010174087,0.0006060742],"domain_scores_gemma":[0.9951443,0.001182453,0.0005365917,0.0019228025,0.0009326514,0.0002811749],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0027370339,0.00079270307,0.0016286813,0.00037857666,0.00024595243,0.00013586688,0.0013798439,0.00071115856,0.00018180668],"category_scores_gemma":[0.0016379764,0.0005794457,0.00038585853,0.000882118,0.00041352824,0.00014696216,0.0018744211,0.00425688,0.000057394092],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009043546,0.0020116328,0.004468885,0.0031993089,0.00046005956,0.000009672192,0.982624,0.00028730647,0.00002723763,0.000044861383,0.005471969,0.0004907198],"study_design_scores_gemma":[0.0043338174,0.00070344534,0.021410674,0.003354707,0.00044460004,0.0000061732126,0.9522522,0.014545195,0.00011566298,0.0021313524,0.00014482393,0.0005573279],"about_ca_topic_score_codex":0.020346403,"about_ca_topic_score_gemma":0.03913037,"teacher_disagreement_score":0.030371774,"about_ca_system_score_codex":0.00036778234,"about_ca_system_score_gemma":0.0009299614,"threshold_uncertainty_score":0.9996657},"labels":[],"label_agreement":null},{"id":"W4405643085","doi":"10.1016/j.bulcan.2024.11.002","title":"Mise en place de l’oncologie gériatrique dans un hôpital isolé de Guyane française","year":2024,"lang":"fr","type":"article","venue":"Bulletin du Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital Saint-François d'Assise","funders":"","keywords":"Medicine","score_opus":0.009653705888439092,"score_gpt":0.2707440504000552,"score_spread":0.2610903445116161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405643085","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21944134,0.3646209,0.003160138,0.3723704,0.013009331,0.0015130304,0.0006430139,0.00080380234,0.02443806],"genre_scores_gemma":[0.6593466,0.04382858,0.006562768,0.006562167,0.018346656,0.0007486647,0.00005994224,0.00034915144,0.2641955],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.996042,0.00044324753,0.0006299108,0.0008846243,0.0004664615,0.0015337364],"domain_scores_gemma":[0.9969232,0.0015154674,0.00010704856,0.000635521,0.00014913778,0.00066964066],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010879308,0.00058885466,0.00064213603,0.00014574731,0.00015302924,0.00012257615,0.00051206234,0.0008211249,0.0327701],"category_scores_gemma":[0.0013887881,0.00060119946,0.00034095647,0.00039629795,0.00041594685,0.00007891852,0.00023033419,0.001327394,0.0038914594],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044170374,0.00042065428,0.005511719,0.0020531467,0.00051930355,0.006722166,0.023536967,0.0015518961,0.0028942951,0.0005902481,0.88022274,0.07553516],"study_design_scores_gemma":[0.0028791123,0.00051917235,0.004118691,0.0032315312,0.00074928155,0.001013663,0.001428383,0.0028726773,0.0041138274,0.0001695968,0.9782813,0.0006227516],"about_ca_topic_score_codex":0.008560226,"about_ca_topic_score_gemma":0.0012145325,"teacher_disagreement_score":0.43990523,"about_ca_system_score_codex":0.0033769014,"about_ca_system_score_gemma":0.0023947218,"threshold_uncertainty_score":0.9996439},"labels":[],"label_agreement":null},{"id":"W4405653586","doi":"10.32725/jnss.2023.008","title":"An overview of primary health care in geriatric and need of care intervention","year":2024,"lang":"en","type":"article","venue":"Journal of Nursing Social Studies Public Health and Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Primary care; Intervention (counseling); Geriatric care; Medicine; Primary health care; Nursing; Family medicine; Environmental health","score_opus":0.07449990013021585,"score_gpt":0.4512608277735422,"score_spread":0.37676092764332636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405653586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6023352,0.34182215,0.000026171461,0.055103295,0.0003759785,0.00029390425,0.0000078276225,0.000007077502,0.000028346712],"genre_scores_gemma":[0.9888197,0.009372078,0.0013807374,0.00021913834,0.00017993986,0.0000031041034,0.000012536345,0.0000097287175,0.0000030421932],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9981941,0.00034374854,0.0009023357,0.00012062276,0.0002715277,0.00016764371],"domain_scores_gemma":[0.9985639,0.00023912586,0.0004386237,0.000052016305,0.00055652147,0.00014985107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011551729,0.00008570172,0.0006221755,0.00041653417,0.00009491272,0.000013681924,0.000028970979,0.000059323746,9.133668e-7],"category_scores_gemma":[0.00048202006,0.00007151411,0.00010182105,0.00041539987,0.0002059945,0.00022996425,0.000010126462,0.00018924667,3.126509e-8],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014150955,0.00017767414,0.0043889475,0.019408753,0.000046618854,9.3799434e-7,0.33245596,5.092801e-7,0.000014670642,0.0002539395,0.0011291734,0.6419813],"study_design_scores_gemma":[0.0024148673,0.013467446,0.48179638,0.009952163,0.00005640019,0.00003077379,0.48969528,0.000016490667,0.0000018324608,0.0004968304,0.0019900154,0.00008150007],"about_ca_topic_score_codex":0.000114836825,"about_ca_topic_score_gemma":0.00007876654,"teacher_disagreement_score":0.64189976,"about_ca_system_score_codex":0.0012346739,"about_ca_system_score_gemma":0.00083112606,"threshold_uncertainty_score":0.32286295},"labels":[],"label_agreement":null},{"id":"W4405697184","doi":"10.1002/jcsm.13664","title":"CT‐Based Body Composition and Frailty as Predictors of Survival Among Older Adults With Gastrointestinal Malignancies","year":2024,"lang":"en","type":"article","venue":"Journal of Cachexia Sarcopenia and Muscle","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; Memorial University of Newfoundland","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Proportional hazards model; Confounding; Internal medicine; Cancer; Prospective cohort study; Sarcopenia; Cohort; Colorectal cancer","score_opus":0.010477563798964017,"score_gpt":0.2511316467881531,"score_spread":0.24065408298918906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405697184","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99645156,0.0011387877,0.00048253586,0.00085569476,0.00014805076,0.0002777368,0.000020383042,0.000026532522,0.0005987329],"genre_scores_gemma":[0.99747837,0.00005502958,0.0019765713,0.00007930987,0.000166055,0.0000036134654,0.000011246786,0.000030279847,0.00019952486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985446,0.000059822356,0.00046606667,0.0002075476,0.00050895073,0.00021305338],"domain_scores_gemma":[0.9989203,0.00016792484,0.00021571344,0.00013864457,0.0002935571,0.00026383804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031122757,0.00019616509,0.0004595216,0.00019441341,0.00005137274,0.000057939156,0.00007693362,0.000040566512,0.000079108315],"category_scores_gemma":[0.000079952704,0.0001403012,0.00009078706,0.00016820432,0.00027608554,0.00027772924,0.000032757438,0.0003432386,0.0000020277039],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0052024242,0.0009921057,0.7614424,0.0047374363,0.0006693505,0.0057105725,0.0043579885,0.00007457601,0.19534902,0.00023057927,0.004555537,0.01667799],"study_design_scores_gemma":[0.0051585827,0.00282439,0.96123314,0.011174,0.00046369986,0.0052770535,0.0007886448,0.0008774408,0.011341389,0.000027776065,0.0006490208,0.00018487923],"about_ca_topic_score_codex":0.000083423874,"about_ca_topic_score_gemma":0.000025526766,"teacher_disagreement_score":0.1997907,"about_ca_system_score_codex":0.000042913798,"about_ca_system_score_gemma":0.0002349397,"threshold_uncertainty_score":0.5721317},"labels":[],"label_agreement":null},{"id":"W4405812992","doi":"10.1016/j.jcjd.2024.12.002","title":"The Impact of Resistance Training and Diabetes Education on Physical Functioning, Frailty Status, and Glycemia in Older Adults With Short- and Long-Duration Type 2 Diabetes: A Secondary Analysis of the Band-Frail Study","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Canadian Institutes of Health Research; Fondation de la recherche en santé du Nouveau-Brunswick; Public Health Agency of Canada","keywords":"Medicine; Type 2 diabetes; Duration (music); Diabetes mellitus; Gerontology; Resistance training; Physical therapy; Endocrinology","score_opus":0.010673254484758915,"score_gpt":0.2674855205556501,"score_spread":0.2568122660708912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405812992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907572,0.008261551,5.2260714e-7,0.00042233546,0.00010922553,0.00034247685,0.0000391747,0.0000036148951,0.000063897576],"genre_scores_gemma":[0.9997361,0.000036580088,0.000013487235,0.00005227053,0.00006995026,0.000009040106,0.000010502206,0.000018991906,0.00005309041],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875,0.00010697507,0.0004075436,0.00020999291,0.000233767,0.00029177737],"domain_scores_gemma":[0.9986197,0.00046030895,0.00019158295,0.00020769656,0.00024210407,0.00027861798],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034234568,0.00017564511,0.00047111447,0.00046107732,0.00011129963,0.00008735017,0.000080479265,0.00005622614,0.000020351163],"category_scores_gemma":[0.0003649261,0.000100817655,0.00009061156,0.0008822563,0.00027999902,0.00019041322,0.0000098465,0.00037605182,8.970861e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006511292,0.000072802526,0.9734565,0.0001530691,0.0010239956,0.0000022152522,0.009034846,0.000049301292,0.0002535697,0.0000071384306,0.0002500791,0.015631387],"study_design_scores_gemma":[0.0008942971,0.0013009493,0.9909452,0.001681271,0.0007623746,9.3107013e-7,0.003230081,0.000754543,0.00024511808,0.000050408195,0.00003544273,0.00009934554],"about_ca_topic_score_codex":0.00022945953,"about_ca_topic_score_gemma":0.021395443,"teacher_disagreement_score":0.021165984,"about_ca_system_score_codex":0.0001534832,"about_ca_system_score_gemma":0.0014061192,"threshold_uncertainty_score":0.9964615},"labels":[],"label_agreement":null},{"id":"W4405829649","doi":"10.1016/j.lanhl.2024.100666","title":"Assessment and management of frailty in individuals living with dementia: expert recommendations for clinical practice","year":2024,"lang":"en","type":"review","venue":"The Lancet Healthy Longevity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority; McGill University","funders":"Nasjonalforeningen for Folkehelsen; Helse Vest; National Institute for Health and Care Research; NIHR Biomedical Research Centre, Royal Marsden NHS Foundation Trust/Institute of Cancer Research","keywords":"Polypharmacy; Dementia; Psychosocial; Medicine; Psychological intervention; Vulnerability (computing); Quality of life (healthcare); Gerontology; MEDLINE; Nursing; Psychiatry; Intensive care medicine; Disease","score_opus":0.30002493263378716,"score_gpt":0.5485325926353366,"score_spread":0.24850766000154945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405829649","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004234684,0.96609455,0.00032562166,0.027319696,0.00037834528,0.004578413,0.0001555064,0.000046401514,0.0010591417],"genre_scores_gemma":[0.00007941538,0.95168126,0.044832453,0.0017461171,0.00044193433,0.0009507351,0.00011680571,0.000055307515,0.00009600453],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965563,0.0007678078,0.001291054,0.0005859625,0.0003802895,0.0004185796],"domain_scores_gemma":[0.9951599,0.0030847867,0.0006868887,0.00084391923,0.00009340388,0.00013108418],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055341236,0.0003410067,0.0022249643,0.00013219684,0.00008923014,0.00004000475,0.0002660746,0.00021603408,0.000024546407],"category_scores_gemma":[0.00030440433,0.00020259935,0.00018778123,0.0003603201,0.0001248058,0.00010807994,0.00028569155,0.0010740131,0.0000071890713],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029617513,0.00042773,0.0014699184,0.07544358,0.0015759364,0.000012653183,0.00028815307,7.464661e-8,3.7664956e-9,0.00076925353,0.02906053,0.89092255],"study_design_scores_gemma":[0.0009802453,0.0005527255,0.010580816,0.05663152,0.0038081668,0.000064232176,0.00025664724,0.000009986279,1.2977135e-8,0.00004434327,0.9268993,0.00017200327],"about_ca_topic_score_codex":0.0000785075,"about_ca_topic_score_gemma":0.00011225467,"teacher_disagreement_score":0.8978388,"about_ca_system_score_codex":0.00023354786,"about_ca_system_score_gemma":0.00046867787,"threshold_uncertainty_score":0.82617617},"labels":[],"label_agreement":null},{"id":"W4405838916","doi":"10.1016/j.clon.2024.103723","title":"Chemotherapy tolerance and outcomes in geriatric breast cancer patients aged &gt;70 assessed using the Edmonton Frail Scale","year":2024,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Geriatric oncology; Oncology; Internal medicine; Scale (ratio); Gerontology; Cancer","score_opus":0.047813711872840454,"score_gpt":0.4225207696905554,"score_spread":0.37470705781771496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405838916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9741527,0.000945567,0.00003652137,0.02195973,0.0018314971,0.00057088205,0.00002485265,0.00005929959,0.0004189559],"genre_scores_gemma":[0.9920439,0.00080703484,0.0005107103,0.0051168283,0.00064891286,0.000043718203,0.000006771776,0.000034515997,0.00078761514],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980258,0.00024825922,0.0007551445,0.0004570373,0.00020137624,0.0003124248],"domain_scores_gemma":[0.9978369,0.0015413683,0.00012562364,0.00027440835,0.00008237018,0.00013933747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006772849,0.00018212455,0.0007410027,0.00008213114,0.000054333716,0.000028027855,0.00013688309,0.0003430124,0.00020197494],"category_scores_gemma":[0.0003086751,0.0001175045,0.00014072501,0.0003096608,0.0002887944,0.000090654205,0.00006611647,0.000677147,0.000015181418],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002920489,0.0007072146,0.8757096,0.00007197061,0.00007929914,0.000051571587,0.0003519971,0.0000073359847,0.00028967563,0.0000057961556,0.002524793,0.1199087],"study_design_scores_gemma":[0.0048323353,0.00045405628,0.98294187,0.00016515031,0.00009427348,0.000025289399,0.000036322243,0.0017985656,0.000021970513,0.00006574166,0.009438182,0.0001262373],"about_ca_topic_score_codex":0.0003298413,"about_ca_topic_score_gemma":0.0008894862,"teacher_disagreement_score":0.119782455,"about_ca_system_score_codex":0.00026898674,"about_ca_system_score_gemma":0.0004155612,"threshold_uncertainty_score":0.47916946},"labels":[],"label_agreement":null},{"id":"W4405903352","doi":"10.1097/md.0000000000041151","title":"The effect of frailty on postoperative recovery in patients with cardiovascular surgery","year":2024,"lang":"en","type":"article","venue":"Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Intensive care unit; Prehabilitation; Intubation; Comorbidity; EuroSCORE; American society of anesthesiologists; Internal medicine; Cohort; Cardiac surgery; Emergency medicine; Surgery; Physical therapy","score_opus":0.010052328347505392,"score_gpt":0.24588004583729325,"score_spread":0.23582771748978787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405903352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9875742,0.0042876173,0.000021387583,0.0044952575,0.0006738324,0.0007320499,0.000007472288,0.00004174291,0.0021664083],"genre_scores_gemma":[0.9987819,0.00013597091,0.000009419307,0.00022383902,0.00015000097,0.00003485069,0.00004324516,0.000028584564,0.0005921651],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983466,0.00017226812,0.00029479587,0.00026675736,0.00070986146,0.00020969713],"domain_scores_gemma":[0.99756837,0.001750436,0.000032592376,0.00049890287,0.00008068889,0.00006904024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010181846,0.00017670839,0.0006181164,0.00019519131,0.000034916342,0.000006572085,0.000067880515,0.00006158525,0.000052155192],"category_scores_gemma":[0.0011151027,0.000078457,0.00014881129,0.00045320837,0.00020351533,0.0000487563,0.000017365686,0.00029828606,0.000024853613],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0057529625,0.00014366364,0.44514927,0.0010675553,0.0020316355,0.0005850366,0.0014631576,0.00015644867,0.00014605638,0.000056180277,0.050270062,0.49317795],"study_design_scores_gemma":[0.007891622,0.015326625,0.90961826,0.009745688,0.000567263,0.000031905456,0.00011994431,0.00011380595,0.00375158,0.000024224499,0.052569393,0.0002396843],"about_ca_topic_score_codex":0.00016487269,"about_ca_topic_score_gemma":0.000026304744,"teacher_disagreement_score":0.49293828,"about_ca_system_score_codex":0.00010688621,"about_ca_system_score_gemma":0.000065844666,"threshold_uncertainty_score":0.31993836},"labels":[],"label_agreement":null},{"id":"W4405909659","doi":"10.1038/s41598-024-83766-w","title":"Determination of the relationship between frailty level and quality of life in elderly individuals with type 2 diabetes","year":2024,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quality of life (healthcare); Diabetes mellitus; Gerontology; Scale (ratio); Type 2 diabetes; Nursing","score_opus":0.12078963355281509,"score_gpt":0.34712167970986046,"score_spread":0.22633204615704539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405909659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99795777,0.0003404031,0.0000457482,0.00041314826,0.0006110358,0.00031865964,0.000013349894,0.000016625996,0.0002832773],"genre_scores_gemma":[0.99781996,6.9884686e-7,0.0007599976,0.000008526984,0.000020153042,0.000005627856,0.000028341352,0.000008269,0.0013484198],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840206,0.00007922965,0.000582152,0.00030495692,0.000516198,0.0001153945],"domain_scores_gemma":[0.9986308,0.0004516109,0.00024750002,0.00046664904,0.00015000589,0.000053438453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019395974,0.00007514179,0.00022542014,0.00018492524,0.000047890342,0.00003883419,0.000055812714,0.00006726783,0.000014647687],"category_scores_gemma":[0.0027864517,0.00004868469,0.000034764515,0.00081511535,0.00033800513,0.00012470543,0.00004207123,0.00014494658,0.0000011610432],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031991271,0.000020326495,0.99362355,0.00036676356,0.000012622258,0.0000046071827,0.0008409668,0.000001294926,0.0018656837,0.00006405167,0.0002852487,0.0029116902],"study_design_scores_gemma":[0.00015949456,0.000063910404,0.98925984,0.0006344733,0.00003845373,0.000007627119,0.00006775419,0.000023226263,0.0063143186,0.0031093154,0.00026887096,0.000052720487],"about_ca_topic_score_codex":0.00006323987,"about_ca_topic_score_gemma":0.00013072444,"teacher_disagreement_score":0.004448635,"about_ca_system_score_codex":0.000025066762,"about_ca_system_score_gemma":0.000288179,"threshold_uncertainty_score":0.33358443},"labels":[],"label_agreement":null},{"id":"W4405916093","doi":"10.1111/jgs.19317","title":"Frailty screening in older patients undergoing elective colorectal surgery: Comparative study of seven screening instruments","year":2024,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; General surgery; Elective surgery; MEDLINE; Surgery; Gerontology","score_opus":0.030605809771651466,"score_gpt":0.31120209649705166,"score_spread":0.2805962867254002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405916093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976112,0.00018769223,0.0006970176,0.00037560402,0.0004479885,0.00058415433,0.000013830603,0.000019496507,0.00006299111],"genre_scores_gemma":[0.996161,0.00008718961,0.0033524903,0.00014186351,0.00016924409,0.0000063344824,0.0000033852023,0.00003568671,0.00004281259],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971076,0.00031973637,0.0009727423,0.00026271387,0.0009873835,0.0003498175],"domain_scores_gemma":[0.99705106,0.000977823,0.0012291147,0.0002146143,0.00040521583,0.00012215978],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083554466,0.00024606634,0.0009737293,0.00026297066,0.00011350418,0.000047129044,0.00027027563,0.000063912834,0.000010906254],"category_scores_gemma":[0.00036005164,0.00018034555,0.0006102355,0.0023430362,0.00018976681,0.00025999587,0.00018109057,0.00090919365,0.0000010759818],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004401554,0.0009388284,0.9588739,0.00008560697,0.0011223665,0.0000192108,0.023912795,0.00054611993,0.000291463,0.0000014869175,0.003872301,0.009895726],"study_design_scores_gemma":[0.0028647508,0.001559804,0.96650356,0.00065934856,0.00031242496,0.00004946674,0.025447804,0.0018870152,0.0004338128,0.000025259595,0.000074188065,0.00018256153],"about_ca_topic_score_codex":0.00028274528,"about_ca_topic_score_gemma":0.000062196996,"teacher_disagreement_score":0.0097131645,"about_ca_system_score_codex":0.00039912818,"about_ca_system_score_gemma":0.00047998378,"threshold_uncertainty_score":0.73542786},"labels":[],"label_agreement":null},{"id":"W4405930571","doi":"10.1007/978-3-031-74640-6_27","title":"Assessing Frailty Using Behavioral and Physical Health Data in Everyday Living Settings","year":2024,"lang":"en","type":"book-chapter","venue":"Communications in computer and information science","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Computer science; Physical health; Psychology; Gerontology; Data science; Medicine; Psychiatry; Mental health","score_opus":0.17740655290220134,"score_gpt":0.4380779692855144,"score_spread":0.26067141638331304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405930571","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40642253,0.019636879,0.09319086,0.049663346,0.0036166785,0.009611177,0.0009336223,0.001185423,0.41573948],"genre_scores_gemma":[0.8775083,0.0018649474,0.117152564,0.0019025957,0.00013221524,0.000011420728,0.00041485517,0.000032924454,0.0009801951],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998512,0.00002423412,0.0005869891,0.00029949154,0.00036826212,0.00020896562],"domain_scores_gemma":[0.9976715,0.0002267899,0.00021217055,0.0016582685,0.0001224342,0.0001088715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012337805,0.00017682256,0.0003218237,0.0007599846,0.00025127464,0.0005342698,0.0008240954,0.00008550016,0.0000034102509],"category_scores_gemma":[0.00007172356,0.00017598903,0.00002020304,0.00031454812,0.0007268702,0.0057039023,0.0030448898,0.0007227652,0.0000086772],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005950797,0.00015986584,0.003343286,0.0010559799,0.000018453848,0.000005525235,0.033318527,0.00012388371,0.000039176102,0.028166497,0.0006357212,0.9331271],"study_design_scores_gemma":[0.00033211484,0.000081062586,0.014899615,0.006307417,0.00003110787,0.00015421418,0.00037594864,0.95025396,0.0000020430393,0.0010501258,0.026209267,0.00030313004],"about_ca_topic_score_codex":0.000120830315,"about_ca_topic_score_gemma":0.00004233953,"teacher_disagreement_score":0.95013005,"about_ca_system_score_codex":0.00027522878,"about_ca_system_score_gemma":0.0005414182,"threshold_uncertainty_score":0.71766245},"labels":[],"label_agreement":null},{"id":"W4405940162","doi":"10.1371/journal.pgph.0003903","title":"A vicious cycle of frailty and acute lower respiratory infection among community-dwelling adults (≥ 60 years): Findings from a multi-site INSPIRE cohort study, India","year":2024,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Center for Immunization and Respiratory Diseases; Centers for Disease Control and Prevention","keywords":"Cohort; Medicine; Gerontology; Cohort study; Healthy aging; Respiratory system; Virtuous circle and vicious circle; Demography; Internal medicine; Sociology","score_opus":0.04255810621249834,"score_gpt":0.32767886737466073,"score_spread":0.2851207611621624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405940162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9947577,0.0007370077,0.00009573659,0.00086467323,0.0003961028,0.0020309794,0.00045983834,0.00042243925,0.00023549396],"genre_scores_gemma":[0.9975722,0.00016262235,0.0003317241,0.0014644233,0.00013616463,0.000074092764,0.0001756227,0.000053483636,0.000029690167],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99669415,0.0005552909,0.0008136284,0.00058728573,0.0007259664,0.0006236547],"domain_scores_gemma":[0.9980136,0.0002062214,0.00019972866,0.0007224361,0.00021914476,0.0006388281],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013213701,0.00032845468,0.0007515041,0.00025711826,0.0002511253,0.00014274169,0.00019947592,0.00026462524,0.000053740765],"category_scores_gemma":[0.0004912181,0.00032941578,0.0001103385,0.0009645763,0.00021413417,0.0004683893,0.00026144856,0.0011718187,0.000058529065],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010692757,0.0016518794,0.9769718,0.0005256467,0.00064229156,0.00021295594,0.0101798875,0.0000037052007,0.000061300416,0.000010707939,0.00088568416,0.008747234],"study_design_scores_gemma":[0.0026496183,0.0013886748,0.9901358,0.0012118975,0.00016356101,0.000018605055,0.00060839957,0.0021569505,0.000016426528,0.000027941483,0.001391948,0.00023018941],"about_ca_topic_score_codex":0.027756732,"about_ca_topic_score_gemma":0.0077069714,"teacher_disagreement_score":0.02004976,"about_ca_system_score_codex":0.0007691752,"about_ca_system_score_gemma":0.0006822138,"threshold_uncertainty_score":0.9999158},"labels":[],"label_agreement":null},{"id":"W4405960148","doi":"10.1093/geroni/igae098.0801","title":"THE TEMPORAL SEQUENCE OF FRAILTY, SOCIAL ISOLATION, AND LONELINESS IN OLDER ADULTS ACROSS 21 YEARS","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Loneliness; Social isolation; Gerontology; Isolation (microbiology); Sequence (biology); Psychology; Medicine; Biology; Psychiatry; Genetics; Bioinformatics","score_opus":0.03499927854950011,"score_gpt":0.3570231857212008,"score_spread":0.3220239071717007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405960148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99233437,0.00026683215,0.0006325775,0.0061396197,0.00023813828,0.00023687934,0.000010796348,0.000036035137,0.00010477786],"genre_scores_gemma":[0.99909633,0.000017539742,0.00029478766,0.00019098532,0.0001235704,0.000018201426,0.000037965903,0.0000141762075,0.00020643398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989166,0.000024522624,0.00051362795,0.00018422656,0.00019715588,0.00016381526],"domain_scores_gemma":[0.999497,0.00012656188,0.00008106834,0.000104665254,0.00017949202,0.000011220175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005938565,0.00007948861,0.00013086358,0.00020365162,0.000047771926,0.000045889126,0.0000604688,0.00006921459,0.00000893603],"category_scores_gemma":[0.00025841838,0.00006886631,0.0000139843205,0.0016056217,0.00011429151,0.00016943114,0.000042887816,0.00024774126,0.0000034128525],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014355479,0.00008615809,0.6552272,0.0008050191,0.000031285756,0.00010484168,0.054875977,0.00005058297,0.009549821,0.005438587,0.0017156278,0.27197137],"study_design_scores_gemma":[0.001564477,0.000022384751,0.98205584,0.0015737121,0.000004623098,0.000023520543,0.002823488,0.008355964,0.0005748377,0.0012570368,0.001621565,0.00012253926],"about_ca_topic_score_codex":0.00030397988,"about_ca_topic_score_gemma":0.00023476065,"teacher_disagreement_score":0.3268287,"about_ca_system_score_codex":0.0000751901,"about_ca_system_score_gemma":0.00008480108,"threshold_uncertainty_score":0.28082868},"labels":[],"label_agreement":null},{"id":"W4405964151","doi":"10.1093/geroni/igae098.1643","title":"INTERSECTION OF AGE, SEX, AND FRAILTY: CONSIDERATIONS FOR TRANSLATIONAL GEROSCIENCE, GERIATRICS, AND FORTITUDE","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geriatrics; Intersection (aeronautics); Gerontology; Medicine; Psychology; Engineering; Psychiatry; Transport engineering","score_opus":0.053062053597863715,"score_gpt":0.33945622178037643,"score_spread":0.28639416818251273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93440753,0.00017511731,0.060370162,0.0036552437,0.00029814008,0.0004005995,0.000018378276,0.000044981443,0.00062987156],"genre_scores_gemma":[0.989157,0.000010203402,0.010276339,0.00021476697,0.000063929794,0.000026602293,0.00002396866,0.0000076048,0.00021954239],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99931294,0.000007543305,0.00033213178,0.00016485435,0.00010400107,0.000078540026],"domain_scores_gemma":[0.9995895,0.00020328151,0.000042195334,0.000050435352,0.00010010377,0.000014506995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003045405,0.000057426485,0.00010423864,0.0005190534,0.000042088795,0.00004320514,0.000011702954,0.000039165956,0.000014176858],"category_scores_gemma":[0.00024465082,0.000058162088,0.000012057699,0.0005813982,0.00007502244,0.0001826952,0.000008538492,0.00008530949,2.4832877e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010029376,0.00015869453,0.14664805,0.0024091508,0.00012447027,0.000041745407,0.023383114,0.0003072843,0.31788033,0.39809337,0.0035827635,0.107270725],"study_design_scores_gemma":[0.007232663,0.0006357459,0.6019499,0.002298436,0.00016722883,0.0004984024,0.0023306932,0.113177784,0.03427011,0.22296403,0.013794297,0.0006807067],"about_ca_topic_score_codex":0.000022781804,"about_ca_topic_score_gemma":0.00004019298,"teacher_disagreement_score":0.45530185,"about_ca_system_score_codex":0.000026489657,"about_ca_system_score_gemma":0.00007140595,"threshold_uncertainty_score":0.2371781},"labels":[],"label_agreement":null},{"id":"W4405964966","doi":"10.1093/geroni/igae098.2774","title":"TOWARD DEVELOPING PATIENT-ORIENTED WEBSITES FOR EARLY DETECTION AND MANAGEMENT OF FRAILTY","year":2024,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fraser Health","funders":"","keywords":"Business; Computer science; Internet privacy","score_opus":0.041181539239281244,"score_gpt":0.31068537386491607,"score_spread":0.2695038346256348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405964966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90634006,0.00015065908,0.09111274,0.001090495,0.00030188632,0.0004639943,0.0000034940956,0.00006780671,0.00046883375],"genre_scores_gemma":[0.98517257,0.000020620808,0.014408766,0.00012116266,0.00003106975,0.000065028195,0.000018603576,0.000012967152,0.00014920066],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992307,0.000006779605,0.00035511,0.00017090134,0.00012808382,0.00010845821],"domain_scores_gemma":[0.9996682,0.000044539647,0.000055070715,0.000073654475,0.0001479435,0.000010628059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016241001,0.00007084972,0.00010266407,0.0004473068,0.000022662653,0.000018655825,0.000020155681,0.000035372435,0.0000067046585],"category_scores_gemma":[0.00005660115,0.00007130814,0.0000138637015,0.0010873334,0.000019767127,0.00012534659,0.000027052918,0.00007793706,0.0000025924837],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001584217,0.0000625257,0.054332834,0.0076210443,0.00022873047,0.00005038689,0.008518861,0.000025133575,0.052975345,0.03813389,0.00037665037,0.8375162],"study_design_scores_gemma":[0.00478608,0.0005862996,0.6689161,0.012799754,0.00012856138,0.000062702595,0.0036005105,0.014060993,0.24322286,0.0068536517,0.044426676,0.00055580895],"about_ca_topic_score_codex":0.000024368475,"about_ca_topic_score_gemma":0.0000048329316,"teacher_disagreement_score":0.8369604,"about_ca_system_score_codex":0.0000899142,"about_ca_system_score_gemma":0.000019930225,"threshold_uncertainty_score":0.29078618},"labels":[],"label_agreement":null},{"id":"W4406045743","doi":"10.17816/acen.1097","title":"Serum Cholinesterase Activity in Elderly Female Patients with Different Screening Cognitive Status and Frailty Assessment Scores","year":2024,"lang":"en","type":"article","venue":"Annals of Clinical and Experimental Neurology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Russian Academy of Sciences; Ural Branch, Russian Academy of Sciences","keywords":"Cholinesterase; Medicine; Gerontology; Cognition; Internal medicine; Cognitive Assessment System; Cognitive impairment; Psychology; Psychiatry","score_opus":0.10770973408185953,"score_gpt":0.4416923573274952,"score_spread":0.33398262324563566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406045743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967581,0.00057616853,0.000019897294,0.0019232564,0.0001463152,0.00039120033,0.0000534031,0.000024668529,0.00010700969],"genre_scores_gemma":[0.99792564,0.00019820758,0.00006356841,0.0016568815,0.00006330227,0.000022672293,0.000024789379,0.0000186506,0.000026318361],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984373,0.00016559038,0.0004407253,0.00047525446,0.00019530102,0.0002858386],"domain_scores_gemma":[0.998902,0.00061550457,0.00008344786,0.00011790221,0.00005564891,0.00022548654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014672364,0.0001881219,0.000544445,0.00009079401,0.00003019613,0.000020991987,0.000035627105,0.00012413465,0.000035582903],"category_scores_gemma":[0.00009992522,0.0001341147,0.00006369226,0.00007751003,0.00040936962,0.00013978651,0.00011335028,0.00044846666,0.0000010212552],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033501645,0.001106919,0.9495453,0.00009168637,0.00008265059,0.000102629136,0.0002333145,8.396672e-7,0.00024262581,0.000016402444,0.00002851564,0.04519895],"study_design_scores_gemma":[0.0046471576,0.0091544455,0.98078877,0.00026925356,0.000025844898,0.000011664845,0.00007643586,0.00034816502,0.004437074,0.000027527049,0.00009734082,0.00011630491],"about_ca_topic_score_codex":0.00008787757,"about_ca_topic_score_gemma":0.00004487835,"teacher_disagreement_score":0.045082647,"about_ca_system_score_codex":0.0000024642327,"about_ca_system_score_gemma":0.000035222027,"threshold_uncertainty_score":0.54690385},"labels":[],"label_agreement":null},{"id":"W4406218433","doi":"10.1002/alz.087481","title":"Multivariate genomic analyses of frailty reveal the unique importance of cognitive and multimorbidity pathways for aging‐related health outcomes","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Multimorbidity; Multivariate statistics; Cognition; Gerontology; Cognitive aging; Psychology; Multivariate analysis; Data science; Comorbidity; Medicine; Psychiatry; Computer science; Internal medicine","score_opus":0.11076601313538476,"score_gpt":0.38932332711390055,"score_spread":0.2785573139785158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406218433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8575589,0.13396516,0.0016258631,0.0032663755,0.00036924164,0.0022894738,0.0006118459,0.0001053312,0.00020779147],"genre_scores_gemma":[0.9953806,0.00024219476,0.0036472385,0.00041593294,0.00003335535,0.000057872556,0.00015619057,0.00003746897,0.000029165305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830604,0.000108979744,0.00072842214,0.00037176907,0.00020571686,0.00027908979],"domain_scores_gemma":[0.9984239,0.0006770669,0.00031136855,0.0003123238,0.00017351845,0.00010183161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059251196,0.00021867617,0.00055033626,0.000111247406,0.00008297491,0.000014310786,0.000117559495,0.000084075466,0.000066481734],"category_scores_gemma":[0.0002014768,0.00015206463,0.00018871362,0.00020856329,0.00021557877,0.00008849011,0.000084944586,0.00020813095,0.000004006691],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006881067,0.0012381494,0.504725,0.001770848,0.1694714,0.000096502205,0.02567073,0.00005990037,0.10959612,0.003916771,0.009936371,0.17283012],"study_design_scores_gemma":[0.003970827,0.00064698287,0.90139395,0.0009269194,0.023289684,0.000029935032,0.00062675466,0.0041436064,0.06284826,0.001201793,0.0005923358,0.0003289428],"about_ca_topic_score_codex":0.001191341,"about_ca_topic_score_gemma":0.00013042837,"teacher_disagreement_score":0.39666897,"about_ca_system_score_codex":0.000012650149,"about_ca_system_score_gemma":0.00021494804,"threshold_uncertainty_score":0.6201016},"labels":[],"label_agreement":null},{"id":"W4406222824","doi":"10.1002/alz.095393","title":"Digital Assessment Approaches to Overcome Barriers to Cognitive Screening and Monitoring for Older Adults in Primary Care Settings","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Primary care; Cognition; Medicine; Gerontology; Psychology; Family medicine; Psychiatry","score_opus":0.039610559317324164,"score_gpt":0.2956454124734679,"score_spread":0.2560348531561437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406222824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.920378,0.05971185,0.0057455916,0.0038346509,0.00077062385,0.005676223,0.00033394844,0.00028024285,0.0032688589],"genre_scores_gemma":[0.98340034,0.000009299201,0.015024894,0.0005601411,0.00021164745,0.0004876397,0.00020569519,0.00006774338,0.000032622742],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982248,0.00001779169,0.00032098292,0.000661958,0.0003280771,0.00044636612],"domain_scores_gemma":[0.9990978,0.00017133354,0.000031549578,0.00017658634,0.0000823261,0.0004403696],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016147645,0.0002618146,0.00029887172,0.00025382044,0.0000871855,0.00019532704,0.00009064276,0.0000827709,0.00001843447],"category_scores_gemma":[0.00008673496,0.0002640595,0.00008223195,0.00028189606,0.000033456206,0.00034615828,0.00018747155,0.00020833265,0.00001180504],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029592004,0.00006246535,0.13160542,0.00053175783,0.004324572,0.00007443868,0.01764183,0.000016596274,0.00021618464,0.000025850464,0.00091148197,0.8442935],"study_design_scores_gemma":[0.007785896,0.001306979,0.9014689,0.012679673,0.011763842,0.00006133687,0.03897467,0.0011984896,0.013133565,0.000027766593,0.010283179,0.001315753],"about_ca_topic_score_codex":0.000036945214,"about_ca_topic_score_gemma":0.000008842085,"teacher_disagreement_score":0.8429777,"about_ca_system_score_codex":0.000051902207,"about_ca_system_score_gemma":0.00012755944,"threshold_uncertainty_score":0.99998116},"labels":[],"label_agreement":null},{"id":"W4406224900","doi":"10.1002/alz.090030","title":"Sensitivity, specificity, and regression‐based norms for the digital version of the Neurocognitive Frailty Index","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Neurocognitive; Index (typography); Regression; Sensitivity (control systems); Psychology; Regression analysis; Statistics; Computer science; Mathematics; Cognition; Psychiatry; Engineering","score_opus":0.03356369309610168,"score_gpt":0.2897159346475401,"score_spread":0.2561522415514384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406224900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8132844,0.08947793,0.014075866,0.0562539,0.0053525767,0.008932313,0.0014686619,0.00046619482,0.0106881615],"genre_scores_gemma":[0.9990168,0.000028480497,0.00012790695,0.0005293993,0.00014019577,0.000021172184,0.000034396555,0.000029097439,0.00007254865],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989053,0.000037980444,0.0002075616,0.00029369033,0.00035573836,0.00019970392],"domain_scores_gemma":[0.9987164,0.0007016124,0.00006854235,0.00033521376,0.00011548282,0.000062762214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018308249,0.00016844715,0.00017889823,0.00006017407,0.00014718529,0.00007683177,0.00010561029,0.00006988168,0.000067042994],"category_scores_gemma":[0.00012328172,0.00008711907,0.00015577237,0.00020889357,0.00025247218,0.0001307414,0.00020033642,0.0002152285,0.000018415958],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011594816,0.0005786017,0.08430254,0.00031853485,0.016953142,0.00015552226,0.0014927338,0.000051269395,0.014754627,0.0005860244,0.10324588,0.77640164],"study_design_scores_gemma":[0.005806053,0.0008814493,0.55061466,0.0018971044,0.031129366,0.00021649481,0.000905175,0.03716514,0.21045709,0.0009286361,0.15933049,0.0006683673],"about_ca_topic_score_codex":0.000044065695,"about_ca_topic_score_gemma":0.00003441296,"teacher_disagreement_score":0.7757333,"about_ca_system_score_codex":0.000005450029,"about_ca_system_score_gemma":0.000078113655,"threshold_uncertainty_score":0.35526127},"labels":[],"label_agreement":null},{"id":"W4406309168","doi":"10.1093/jbmrpl/ziaf009","title":"Frailty and osteoporotic fractures represent mutual risks for each other with common physiological backgrounds","year":2025,"lang":"en","type":"article","venue":"JBMR Plus","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Research Foundation","funders":"Japan Society for the Promotion of Science","keywords":"Osteoporotic fracture; Gerontology; Medicine; Osteoporosis; Internal medicine; Bone mineral","score_opus":0.06927283179862628,"score_gpt":0.38413404415657243,"score_spread":0.3148612123579462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406309168","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9839884,0.0004455865,0.00091103505,0.003668793,0.00015646763,0.0011892093,0.000034521036,0.000106056614,0.009499914],"genre_scores_gemma":[0.98771566,0.000012539613,0.0018473879,0.0025788646,0.00020891063,0.00012074553,0.00005997028,0.000024997258,0.0074309083],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.998779,0.000046304554,0.00023416089,0.00043429233,0.00020477094,0.00030145806],"domain_scores_gemma":[0.99894387,0.00030353965,0.00007284719,0.0004892537,0.000078270976,0.000112213056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012920225,0.00021505773,0.00045452532,0.000068754765,0.00011728102,0.000033255845,0.00011320613,0.00018750138,0.000118192445],"category_scores_gemma":[0.00018715132,0.00014142224,0.00007642248,0.00012838593,0.00020388453,0.000056977227,0.00008453913,0.00030452377,0.000018252615],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019095957,0.002386187,0.39794472,0.0031261244,0.0024648437,0.0004197693,0.00694729,0.000771205,0.019685755,0.005165308,0.4336622,0.108330615],"study_design_scores_gemma":[0.013539625,0.0025740503,0.90187615,0.0006019881,0.00041229432,0.00009981487,0.0009560846,0.0040896507,0.004716516,0.0033329264,0.06732125,0.00047965936],"about_ca_topic_score_codex":0.00036408982,"about_ca_topic_score_gemma":0.00016234249,"teacher_disagreement_score":0.5039314,"about_ca_system_score_codex":0.00008902618,"about_ca_system_score_gemma":0.00008769005,"threshold_uncertainty_score":0.57670313},"labels":[],"label_agreement":null},{"id":"W4406346686","doi":"10.1177/21925682231207325","title":"A Critical Appraisal of the Application of Frailty and Sarcopenia in the Spinal Oncology Population","year":2025,"lang":"en","type":"article","venue":"Global Spine Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; Toronto Western Hospital; Health Sciences Centre; Vancouver General Hospital; Kellogg's (Canada); University of British Columbia; McGill University; University of Toronto; University Health Network; Dalhousie University","funders":"","keywords":"Medicine; Sarcopenia; Critical appraisal; Population; Internal medicine; Intensive care medicine; Oncology; Gerontology; Physical therapy; Physical medicine and rehabilitation; Alternative medicine; Pathology; Environmental health","score_opus":0.01956121536224409,"score_gpt":0.401726231539404,"score_spread":0.3821650161771599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406346686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9560665,0.00084649795,0.00705366,0.032351527,0.00035669855,0.0003349641,0.000007972553,0.000005111155,0.0029770911],"genre_scores_gemma":[0.99762845,0.000019277973,0.0018340955,0.00039645965,0.000100000056,0.0000051062925,0.0000018903178,0.000002261322,0.000012485929],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899465,0.000119677934,0.00040451888,0.000098794546,0.00025485715,0.00012750714],"domain_scores_gemma":[0.99947137,0.000050356117,0.00013142236,0.00017771812,0.00013109275,0.000038072387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044012856,0.00007271169,0.00021799297,0.000044375436,0.000050384344,0.000009856154,0.00016150487,0.00008234713,0.000010154418],"category_scores_gemma":[0.0011649373,0.000041953183,0.000060172497,0.0003585099,0.00016192294,0.000053428077,0.00005713215,0.00028172988,7.7818464e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070544647,0.0008694077,0.58305085,0.00042009825,0.000083443825,0.00002422589,0.0003697687,0.000050451767,0.0070012114,0.0577079,0.0038434104,0.34587377],"study_design_scores_gemma":[0.001254671,0.00029789892,0.9905155,0.00027149,0.00007041447,0.00056748226,0.0001634665,0.00039422655,0.00010675678,0.0030651123,0.0032613259,0.000031680713],"about_ca_topic_score_codex":0.00027444717,"about_ca_topic_score_gemma":0.00024789583,"teacher_disagreement_score":0.4074646,"about_ca_system_score_codex":0.000109409615,"about_ca_system_score_gemma":0.00014479888,"threshold_uncertainty_score":0.17108011},"labels":[],"label_agreement":null},{"id":"W4406349367","doi":"10.3390/jpm15010029","title":"A Protocol for AI-Powered Tools to Enhance Mobility and Function in Older Adults: An Evidence and Gap Map","year":2025,"lang":"en","type":"article","venue":"Journal of Personalized Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bruyère; University of Ottawa; University of Manitoba","funders":"University of Manitoba","keywords":"Protocol (science); Function (biology); Medicine; Computer science; Physical medicine and rehabilitation; Gerontology; Biology; Pathology; Evolutionary biology; Alternative medicine","score_opus":0.04912729093141979,"score_gpt":0.4140212522829652,"score_spread":0.3648939613515454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406349367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6095606,0.004392103,0.022106359,0.14156324,0.00081502815,0.22116667,0.00001687157,0.00005681514,0.0003222987],"genre_scores_gemma":[0.87405854,0.00028070228,0.015881233,0.023267724,0.001792444,0.08051261,0.000013399792,0.00007770098,0.0041156635],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99811286,0.000098042445,0.0007739636,0.00034551238,0.00042182257,0.00024781807],"domain_scores_gemma":[0.9981059,0.0004900869,0.00024407626,0.00022474579,0.0006171309,0.00031806086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014838026,0.00020389787,0.00068445236,0.00034575432,0.00004799972,0.000022160293,0.000096925956,0.00011278207,0.00017587648],"category_scores_gemma":[0.0032375786,0.0001453873,0.000062532,0.00029341405,0.00018524376,0.00039880283,0.000031252548,0.00035302274,8.1324646e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.16774873,0.003427041,0.08560324,0.024064533,0.00054803136,0.00032915428,0.034101617,0.000007750495,0.081710964,0.00070429,0.08333495,0.5184197],"study_design_scores_gemma":[0.10637726,0.031473193,0.5946821,0.12133286,0.0008881807,0.0007971749,0.011328167,0.0013171949,0.0050991913,0.002760222,0.12323022,0.00071424636],"about_ca_topic_score_codex":0.000055178698,"about_ca_topic_score_gemma":0.000080587866,"teacher_disagreement_score":0.51770544,"about_ca_system_score_codex":0.00016853516,"about_ca_system_score_gemma":0.00025263362,"threshold_uncertainty_score":0.5928722},"labels":[],"label_agreement":null},{"id":"W4406374651","doi":"10.1161/hypertensionaha.124.24214","title":"Impact of Frailty on Antihypertensive Treatment in Older Adults","year":2025,"lang":"en","type":"article","venue":"Hypertension","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cancer Care Nova Scotia; Dalhousie University","funders":"","keywords":"Medicine; Gerontology; Internal medicine","score_opus":0.02692790882087581,"score_gpt":0.31323395090128997,"score_spread":0.28630604208041416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406374651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.993687,0.00040360287,0.000007799719,0.0011337431,0.00019932854,0.0007771918,0.000014122426,0.00004773038,0.0037295],"genre_scores_gemma":[0.9974189,0.00017087918,0.00018080884,0.0008745018,0.000037057234,0.000019611747,0.00004194572,0.000020643944,0.0012356491],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874365,0.000041205476,0.00033872633,0.00038128247,0.00021538169,0.0002797606],"domain_scores_gemma":[0.99889314,0.0001477649,0.000065197484,0.0005449273,0.00025840075,0.000090561494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005338344,0.00023996555,0.0006264108,0.0003783665,0.000029261515,0.0000046686046,0.000063677064,0.00016002682,0.00007162174],"category_scores_gemma":[0.00023066533,0.00016012401,0.00023700157,0.00041413304,0.00005916758,0.000044522356,0.000029904775,0.00015113933,0.000050478662],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009554412,0.011556033,0.5414253,0.0004666547,0.0008296005,0.0017640196,0.0021980624,0.00021978653,0.117542915,0.00015799611,0.050110646,0.26417458],"study_design_scores_gemma":[0.010166848,0.002092382,0.9710262,0.00208181,0.00009962161,0.00008697402,0.00016228917,0.0015052299,0.012200966,0.000023998371,0.00041601088,0.00013769873],"about_ca_topic_score_codex":0.0016560477,"about_ca_topic_score_gemma":0.0000830005,"teacher_disagreement_score":0.42960086,"about_ca_system_score_codex":0.00028380012,"about_ca_system_score_gemma":0.00018592582,"threshold_uncertainty_score":0.6529668},"labels":[],"label_agreement":null},{"id":"W4406442073","doi":"10.1016/j.ysur.2015.03.163","title":"10.1016/j.ysur.2015.03.163","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Frailty in Older Adults","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatric trauma; Prospective cohort study; Gerontology; Emergency medicine; Injury Severity Score; Internal medicine; Injury prevention; Poison control","score_opus":0.008710843752951902,"score_gpt":0.21610752192656846,"score_spread":0.20739667817361657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406442073","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014255071,0.00011657339,5.9370996e-7,0.0037603846,0.0000032303417,0.00035878402,0.000016625523,0.0002426203,0.99407566],"genre_scores_gemma":[0.00055210193,4.858933e-7,0.00035387647,0.00029838353,0.00032075454,0.000020856198,0.000041108466,0.000044707587,0.9983677],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988069,0.000028228826,0.00022129498,0.00028685518,0.00030530247,0.0003513968],"domain_scores_gemma":[0.99899817,0.00006050446,0.000024381712,0.00052772515,0.000075261465,0.00031394072],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012312982,0.00017315424,0.0002684721,0.00008535145,0.000047518486,0.000020331147,0.00015343014,0.00009387625,0.99866986],"category_scores_gemma":[0.00011842249,0.0001598013,0.000079790894,0.00023090611,0.000046164772,0.00007260527,0.000034168974,0.0001747009,0.9987427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012364253,0.000070771435,6.9917604e-7,0.000012803823,0.000024291845,0.000030591826,0.000029975057,0.000009289911,0.00010431978,2.2050777e-7,0.5847915,0.41480193],"study_design_scores_gemma":[0.0009455501,0.00041783892,0.00028894466,0.00008409383,0.00005253903,0.00008378495,0.0000015080587,0.00013285578,0.00034769258,0.000004918582,0.99746126,0.00017903566],"about_ca_topic_score_codex":0.00004341364,"about_ca_topic_score_gemma":4.781368e-7,"teacher_disagreement_score":0.4146229,"about_ca_system_score_codex":0.00006593285,"about_ca_system_score_gemma":0.000054510998,"threshold_uncertainty_score":0.6516508},"labels":[],"label_agreement":null},{"id":"W4406451914","doi":"10.4235/agmr.24.0163","title":"Impact of Physical and Cognitive Frailty on Long-Term Mortality in Older Patients undergoing Elective Non-cardiac Surgery","year":2025,"lang":"en","type":"article","venue":"Annals of Geriatric Medicine and Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cognition; Gerontology; Cardiac surgery; Term (time); Cognitive decline; Surgery; Dementia; Internal medicine; Psychiatry; Disease","score_opus":0.11116110698933673,"score_gpt":0.4680472215399509,"score_spread":0.35688611455061414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406451914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99478656,0.0011804778,0.000008922152,0.00077499717,0.00006075937,0.00086763006,0.00002876572,0.000005987641,0.002285918],"genre_scores_gemma":[0.99731356,0.0022012205,0.0000024317596,0.00008818484,0.00014379894,0.000022120816,0.00004336326,0.000012784934,0.00017252774],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99763507,0.00032063547,0.00045377325,0.00038836568,0.00077394466,0.00042823007],"domain_scores_gemma":[0.99412376,0.0044226907,0.000120936966,0.00023765811,0.0009095266,0.00018541481],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015109518,0.00018257553,0.0009323046,0.0010911472,0.000057023488,0.0000065053896,0.000065738845,0.000120123615,0.000027475091],"category_scores_gemma":[0.0035623317,0.00012747724,0.00014901622,0.0013027833,0.0005413599,0.000078117126,0.00010313475,0.00048451548,0.0000012871446],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008236537,0.00074750907,0.9674414,0.00090168364,0.00042466138,0.000022059356,0.0012374185,3.311646e-7,0.0004237978,0.000012933112,0.003960914,0.02400365],"study_design_scores_gemma":[0.0022724927,0.002581894,0.98958933,0.0026853639,0.00009070767,0.0000010061314,0.0002568412,0.000027576705,0.0022065712,0.00020069773,0.0000021798949,0.00008536349],"about_ca_topic_score_codex":0.00089392293,"about_ca_topic_score_gemma":0.000030882868,"teacher_disagreement_score":0.023918286,"about_ca_system_score_codex":0.000038856128,"about_ca_system_score_gemma":0.00045630446,"threshold_uncertainty_score":0.5198371},"labels":[],"label_agreement":null},{"id":"W4406512317","doi":"10.1016/j.ijgc.2025.101642","title":"Frailty and gynecologic cancer: a cross-sectional analysis of the Canadian Longitudinal Study on Aging","year":2025,"lang":"en","type":"article","venue":"International Journal of Gynecological Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University Medical Centre; Ontario Clinical Oncology Group; McMaster University; University of Alberta","funders":"McMaster Institute for Research on Aging, McMaster University; Canadian Institutes of Health Research; McMaster University; Hamilton Health Sciences Foundation; Government of Canada; Canada Foundation for Innovation","keywords":"Medicine; Gynecologic cancer; Cross-sectional study; Gerontology; Cancer; Gynecology; Oncology; Internal medicine; Ovarian cancer; Pathology","score_opus":0.08595260657837586,"score_gpt":0.43128475903113134,"score_spread":0.3453321524527555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406512317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98778594,0.00041294895,0.000025041303,0.008288788,0.0018550003,0.00024671564,0.00007572743,0.0000067546844,0.0013031069],"genre_scores_gemma":[0.99689186,0.00010571132,0.000050755378,0.001917013,0.00017861785,0.000027195367,0.0000026294538,0.00000540191,0.00082083436],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99806523,0.000093523464,0.0006414184,0.0002444556,0.00074875494,0.00020663366],"domain_scores_gemma":[0.9975148,0.00057603564,0.00041138276,0.0001537555,0.0011953093,0.00014872004],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004890459,0.00015015336,0.0004583869,0.00066974194,0.00014947726,0.00006748945,0.0004321336,0.00013072953,0.0015952676],"category_scores_gemma":[0.0012181624,0.0000929958,0.00030342667,0.00065549643,0.0002330685,0.00007810665,0.00010777718,0.0005273951,0.0000011713565],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022472875,0.0003096882,0.98941654,0.000007417693,0.0034738441,0.00009586876,0.00009951456,0.0024118738,0.00007359035,0.0002436534,0.00042484308,0.0032184597],"study_design_scores_gemma":[0.0016021268,0.00040374114,0.99519503,0.00007675179,0.00072009914,0.000022758615,0.00006992634,0.0002629065,0.00011433456,0.00021338636,0.0012432663,0.0000756612],"about_ca_topic_score_codex":0.019266302,"about_ca_topic_score_gemma":0.27721685,"teacher_disagreement_score":0.25795057,"about_ca_system_score_codex":0.0014624043,"about_ca_system_score_gemma":0.0010052021,"threshold_uncertainty_score":0.9993174},"labels":[],"label_agreement":null},{"id":"W4406545774","doi":"10.1016/s1544-8800(07)70055-6","title":"10.1016/s1544-8800(07)70055-6","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiology","score_opus":0.008378582628123469,"score_gpt":0.20595815832907574,"score_spread":0.19757957570095228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406545774","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018119162,0.000099543424,9.4449075e-7,0.0030511962,0.000003242734,0.0003920367,0.000017334512,0.0002680521,0.99435574],"genre_scores_gemma":[0.00054046226,5.7802816e-7,0.00041183527,0.00030135506,0.0003512301,0.000026985477,0.000040990068,0.000049291193,0.99827725],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987196,0.000027830547,0.00023715974,0.0003105108,0.000320269,0.00038463165],"domain_scores_gemma":[0.99896646,0.000058565864,0.000025151838,0.0005491404,0.00007003789,0.00033065063],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000109807785,0.00018918913,0.0002844584,0.00009040803,0.000054124437,0.000022497563,0.00016760247,0.000101993064,0.9991452],"category_scores_gemma":[0.00010600522,0.00017677723,0.000091962116,0.00022408935,0.00004949136,0.00007742956,0.00003791641,0.00019526233,0.999138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013626716,0.00007433806,5.2742223e-7,0.00001458422,0.00002451295,0.000036511097,0.0000301447,0.000009455734,0.00012149993,2.6690387e-7,0.5241485,0.47540337],"study_design_scores_gemma":[0.0010213474,0.0004278297,0.00050275127,0.000096604235,0.000056696263,0.00010523941,0.0000017116038,0.0001347144,0.0003766759,0.0000053109175,0.99707544,0.00019568735],"about_ca_topic_score_codex":0.000057252335,"about_ca_topic_score_gemma":5.0539535e-7,"teacher_disagreement_score":0.4752077,"about_ca_system_score_codex":0.000076983706,"about_ca_system_score_gemma":0.00005786723,"threshold_uncertainty_score":0.72087663},"labels":[],"label_agreement":null},{"id":"W4406571530","doi":"10.1186/s12877-025-05691-5","title":"Perspectives on which health settings geriatricians should staff: a qualitative study of patients, care providers and health administrators","year":2025,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Sunnybrook Health Science Centre; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Staffing; Rehabilitation; Health care; Thematic analysis; Geriatrics; Nursing; Acute care; Qualitative research; Geriatric rehabilitation; Population; Family medicine; Physical therapy; Psychiatry","score_opus":0.03955877320253058,"score_gpt":0.3839813409874182,"score_spread":0.3444225677848876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406571530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847376,0.002650258,0.00016602733,0.0075193997,0.0002846607,0.0039034367,0.00020424832,0.00010771731,0.0004266597],"genre_scores_gemma":[0.99676436,0.00020358135,0.0020045969,0.00063392596,0.00007176248,0.00006930711,0.000068736095,0.00003808194,0.0001456244],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99685,0.00048544916,0.00084952585,0.0007187796,0.00063157757,0.0004646644],"domain_scores_gemma":[0.9976483,0.00032399033,0.0005558192,0.0004870664,0.0007299882,0.00025481384],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00072962116,0.00032691384,0.0008142676,0.0005181338,0.00021544231,0.00003730046,0.00013595502,0.00012019634,0.00000766749],"category_scores_gemma":[0.0009005199,0.00030461545,0.0000824474,0.0014028001,0.00007172299,0.000085494736,0.000083969055,0.0003700328,0.0000018469841],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007468201,0.003801823,0.10580318,0.004103055,0.00016496542,0.0000028974694,0.86870587,0.000014763317,0.0000023972011,0.00066827406,0.011632149,0.004353802],"study_design_scores_gemma":[0.0052243234,0.011573952,0.10493483,0.00022009762,0.000096966054,9.883001e-7,0.87696797,0.00001147424,0.00001479452,0.000034399323,0.00071274384,0.00020743995],"about_ca_topic_score_codex":0.001275042,"about_ca_topic_score_gemma":0.0019411746,"teacher_disagreement_score":0.012026791,"about_ca_system_score_codex":0.00069757894,"about_ca_system_score_gemma":0.0024803174,"threshold_uncertainty_score":0.9999406},"labels":[],"label_agreement":null},{"id":"W4406593236","doi":"10.1186/s13613-025-01435-1","title":"Impact of frailty and older age on weaning from invasive ventilation: a secondary analysis of the WEAN SAFE study","year":2025,"lang":"en","type":"article","venue":"Annals of Intensive Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"European Society of Intensive Care Medicine; Health Research Board; European Respiratory Society","keywords":"Medicine; Weaning; Population; Mechanical ventilation; Anesthesiology; Sepsis; Gerontology; Pediatrics; Internal medicine; Anesthesia","score_opus":0.05249088912675237,"score_gpt":0.37512540236000863,"score_spread":0.32263451323325626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406593236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99563736,0.0008264448,0.0000071550926,0.0012337918,0.00009574873,0.00048167416,0.00037099206,0.0000067700466,0.0013400599],"genre_scores_gemma":[0.99722314,0.00004247651,0.000021438405,0.0024231125,0.000019445599,0.000005223691,0.00008967855,0.000009885032,0.0001655727],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988086,0.00008568055,0.00045055474,0.00025463908,0.00027459994,0.00012591436],"domain_scores_gemma":[0.99126047,0.00037605676,0.0003074245,0.00052020105,0.007485309,0.00005052035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000877163,0.00016075534,0.0007221264,0.00035562343,0.000036658552,0.0000062435843,0.00013724595,0.00007562225,0.00015764224],"category_scores_gemma":[0.003356661,0.000111550675,0.00045687752,0.0007220204,0.00016255412,0.000046012494,0.0001262056,0.0002076553,7.4881893e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070935895,0.00023060864,0.9158765,0.00025598056,0.010422959,0.00004493475,0.03951879,0.00011731698,0.01218665,0.000024507819,0.017216958,0.0033954196],"study_design_scores_gemma":[0.0010033493,0.00071631966,0.91860676,0.0011189369,0.0013800228,7.3909774e-7,0.0487245,0.000018430805,0.028298516,0.000049936938,0.000013876055,0.00006864367],"about_ca_topic_score_codex":0.0015227675,"about_ca_topic_score_gemma":0.00068712403,"teacher_disagreement_score":0.017203083,"about_ca_system_score_codex":0.00003296537,"about_ca_system_score_gemma":0.00016865402,"threshold_uncertainty_score":0.45489046},"labels":[],"label_agreement":null},{"id":"W4406619938","doi":"10.1038/s41598-025-86715-3","title":"A machine learning-based model for predicting the risk of cognitive frailty in elderly patients on maintenance hemodialysis","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Cognition; Computer science; Machine learning; Artificial intelligence; Gerontology; Medicine; Internal medicine; Psychiatry","score_opus":0.016502485466350643,"score_gpt":0.2757844192743153,"score_spread":0.25928193380796466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406619938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9782255,0.00006966432,0.016916126,0.0005215314,0.0011086935,0.0016879729,0.00007406901,0.000049359467,0.0013470266],"genre_scores_gemma":[0.99264437,0.000003059179,0.00038975154,0.00013034421,0.0000148267,0.00014202707,0.00022526999,0.000015929954,0.0064344206],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99768364,0.0000953532,0.00069372816,0.00067072577,0.00053975725,0.00031676985],"domain_scores_gemma":[0.9975484,0.0006237817,0.0005399417,0.0006044692,0.00062131026,0.0000621053],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001861652,0.00016605757,0.00034823146,0.00032973566,0.00025139382,0.000041241117,0.00010899917,0.00008249087,0.0000143915995],"category_scores_gemma":[0.009505689,0.000115019204,0.00020152879,0.00077495695,0.0002802857,0.00005707504,0.000045315413,0.0003459842,0.000001806368],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006731408,0.0008285199,0.9054725,0.00022631623,0.00014269757,0.00004042995,0.0021145626,0.06613657,0.00024958435,0.000019508689,0.003516744,0.020579383],"study_design_scores_gemma":[0.0031686767,0.00037186124,0.051884256,0.00150067,0.00029326556,0.0000039314677,0.00022621457,0.9350497,0.00421018,0.0024796175,0.0006716294,0.00013999428],"about_ca_topic_score_codex":0.00019108516,"about_ca_topic_score_gemma":0.00047477437,"teacher_disagreement_score":0.8689131,"about_ca_system_score_codex":0.00010106051,"about_ca_system_score_gemma":0.00033229924,"threshold_uncertainty_score":0.99883765},"labels":[],"label_agreement":null},{"id":"W4406726460","doi":"10.1186/s12877-025-05698-y","title":"The simpler modified fried frailty scale predicts 2-year mortality in older adults with heart failure: a pilot study","year":2025,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Gerontology; Rehabilitation; Scale (ratio); Physical therapy; Physical medicine and rehabilitation; Internal medicine","score_opus":0.028082857732188576,"score_gpt":0.2919270932337497,"score_spread":0.2638442355015611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406726460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99193114,0.00016576644,0.0007221029,0.0015414676,0.0003525113,0.0038391761,0.000032182943,0.00018945379,0.0012261964],"genre_scores_gemma":[0.99616325,0.000018013485,0.0015886469,0.0003215526,0.00017819314,0.0003423951,0.000032819178,0.00004696844,0.0013081382],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969331,0.00023007984,0.000681833,0.00071272935,0.0007986932,0.0006435437],"domain_scores_gemma":[0.99764144,0.00045074837,0.00013611873,0.0012933246,0.00027985146,0.00019848818],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007439605,0.0003628825,0.00057758595,0.00022316893,0.00022099323,0.00009572184,0.00033609042,0.00013254814,0.000046004305],"category_scores_gemma":[0.0005835508,0.00024894654,0.0000858942,0.001477103,0.00014168266,0.00012282355,0.00018266814,0.00055395905,0.000034172237],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002321708,0.0021240248,0.9786922,0.0002510304,0.00009638165,0.000020212661,0.0011173035,0.000119546916,0.000054618762,0.000098268836,0.014890907,0.00021384282],"study_design_scores_gemma":[0.014195474,0.0014978832,0.97856987,0.00019199747,0.00020490277,0.0000079045785,0.0026480441,0.000641362,0.000113527574,0.00011863493,0.0015553815,0.00025501364],"about_ca_topic_score_codex":0.0011717754,"about_ca_topic_score_gemma":0.01508495,"teacher_disagreement_score":0.013913175,"about_ca_system_score_codex":0.00017126638,"about_ca_system_score_gemma":0.0005494413,"threshold_uncertainty_score":0.9999963},"labels":[],"label_agreement":null},{"id":"W4406786091","doi":"10.1371/journal.pone.0317177","title":"Interventions to improve health care provider implementation and patient adherence of patients to recommendations on geriatric assessment and management in older adults: A scoping review protocol","year":2025,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; Health Sciences Centre; McGill University Health Centre; Sunnybrook Health Science Centre; BC Cancer Agency; Princess Margaret Cancer Centre; University of Toronto; University Health Network; University of British Columbia; Université de Sherbrooke; Olds College","funders":"","keywords":"CINAHL; Psychological intervention; Medicine; MEDLINE; Protocol (science); Grey literature; Health care; Systematic review; Cochrane Library; Family medicine; Alternative medicine; Gerontology; Nursing","score_opus":0.07294878757759196,"score_gpt":0.46228352709247356,"score_spread":0.3893347395148816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406786091","genre_codex":"protocol","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005944571,0.4659137,0.00004251164,0.0013402757,0.000054582863,0.53204745,0.00041577857,0.000025239035,0.000101030906],"genre_scores_gemma":[0.0000086721375,0.652047,0.008009626,0.00072633324,0.00001098051,0.33867761,0.00045737452,0.000025157215,0.000037290596],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99675137,0.00023334267,0.0016530611,0.0006736912,0.0004156082,0.00027295464],"domain_scores_gemma":[0.99837166,0.00009374168,0.00064929423,0.00043777574,0.00026129076,0.00018623848],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020954978,0.0003388706,0.0014726904,0.00063295435,0.000057551573,0.000024297055,0.000103616294,0.0000660679,0.00007749388],"category_scores_gemma":[0.000117238946,0.0003065625,0.00012526652,0.0006762852,0.0000120869545,0.00007077105,0.00029431508,0.0002250741,0.0000043352347],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015754897,0.0008254984,0.00007957545,0.4775328,0.00006786076,6.0539355e-7,0.00026247188,1.2205863e-8,2.6329975e-8,0.0000040012774,0.0004884847,0.52072287],"study_design_scores_gemma":[0.0023599504,0.0031598965,0.0008992023,0.9876993,0.0007739448,3.4446754e-7,0.00033596376,3.274027e-7,0.000002962002,0.0000012062776,0.004547119,0.00021983142],"about_ca_topic_score_codex":0.00008413181,"about_ca_topic_score_gemma":0.0003337013,"teacher_disagreement_score":0.52050304,"about_ca_system_score_codex":0.0007455017,"about_ca_system_score_gemma":0.00041257057,"threshold_uncertainty_score":0.99993867},"labels":[],"label_agreement":null},{"id":"W4406796702","doi":"10.1007/s00068-024-02714-5","title":"Surgeon attitudes toward risk stratification in emergency surgery for the elderly: an ESTES cross-sectional survey","year":2025,"lang":"en","type":"article","venue":"European Journal of Trauma and Emergency Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network; Toronto General Hospital","funders":"","keywords":"Sports medicine; Medicine; Cross-sectional study; Risk stratification; Orthopedic surgery; Family medicine; General surgery; Physical therapy; Surgery; Internal medicine; Pathology","score_opus":0.0947743085154969,"score_gpt":0.34736033985977177,"score_spread":0.2525860313442749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406796702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886703,0.004122999,0.0014579215,0.00077697064,0.004335359,0.00027775302,0.000054825992,0.000025085421,0.00027880876],"genre_scores_gemma":[0.9908902,0.0077850656,0.00010991531,0.000028820788,0.0004426058,0.0000089798095,0.00007152622,0.00004043104,0.00062244915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99584436,0.0010009789,0.0020327852,0.00035802502,0.00038622503,0.00037764752],"domain_scores_gemma":[0.99626356,0.0018443867,0.00069574855,0.00034973555,0.0006625217,0.0001840442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009366236,0.00026796805,0.0005750457,0.0005279663,0.0002584011,0.000064177824,0.00020472126,0.000071308415,0.00032134049],"category_scores_gemma":[0.0026735675,0.00020203149,0.0004614235,0.00057198666,0.000102777194,0.00039091948,0.000026514308,0.0004461794,0.0000056565596],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005867118,0.00030377752,0.9227212,0.00019949714,0.00020993444,0.000036240126,0.00019210263,0.0000945801,0.00012773708,0.000016656159,0.010114471,0.06539707],"study_design_scores_gemma":[0.00046465916,0.00019748732,0.9968113,0.00015058748,0.000076263,0.000059465834,0.00011202283,0.000110023364,0.00010335775,0.00015515268,0.001573652,0.00018608094],"about_ca_topic_score_codex":0.00018020393,"about_ca_topic_score_gemma":0.0004578195,"teacher_disagreement_score":0.07409003,"about_ca_system_score_codex":0.000047021258,"about_ca_system_score_gemma":0.00021656958,"threshold_uncertainty_score":0.8238605},"labels":[],"label_agreement":null},{"id":"W4406826755","doi":"10.1016/j.clinsp.2024.100554","title":"Difference among frailty assessment tools in predicating postoperative prognosis of elderly patients with mild traumatic brain injury","year":2025,"lang":"en","type":"article","venue":"Clinics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Jiangsu University","keywords":"Traumatic brain injury; Medicine; Physical therapy; Internal medicine; Psychiatry","score_opus":0.054218328744278864,"score_gpt":0.37751534631992506,"score_spread":0.3232970175756462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406826755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946892,0.00003699696,0.00040136077,0.001683529,0.000111675865,0.0016496355,0.000058001093,0.00004137018,0.0013281846],"genre_scores_gemma":[0.99367976,0.0000134292695,0.004738253,0.00075244514,0.000013952672,0.00016615218,0.00008761737,0.000019251147,0.0005291303],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998003,0.00013455206,0.00085040386,0.00037255845,0.00038464836,0.00025480922],"domain_scores_gemma":[0.99807453,0.0008662365,0.0002761602,0.00043152555,0.0002611379,0.00009040159],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003465463,0.0002032379,0.0005597476,0.00016189837,0.000046244077,0.000023763563,0.00019238627,0.00015867002,0.00003056004],"category_scores_gemma":[0.0013299666,0.00016050466,0.000070415634,0.00042911107,0.0002032852,0.00013241067,0.00007498393,0.0005054145,0.0000021897017],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001189472,0.0009014672,0.8956145,0.0002956529,0.000080710946,0.0000026237637,0.0011402023,0.0000045900283,0.000055087232,0.00006875638,0.00038024902,0.1013372],"study_design_scores_gemma":[0.0032388712,0.0020559786,0.9893238,0.0030939577,0.000078986035,2.2678044e-7,0.00050910946,0.001038742,0.0003674138,0.000091908514,0.000064043044,0.00013697792],"about_ca_topic_score_codex":0.000054328844,"about_ca_topic_score_gemma":0.00015784748,"teacher_disagreement_score":0.10120022,"about_ca_system_score_codex":0.00011679899,"about_ca_system_score_gemma":0.00034939984,"threshold_uncertainty_score":0.65451896},"labels":[],"label_agreement":null},{"id":"W4406835895","doi":"10.1038/s41598-025-87691-4","title":"Association between frailty index and mortality in depressed patients: results from NHANES 2005–2018","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Fujian Medical University; General Hospital of People’s Liberation Army; Shantou University Medical College; China Scholarship Council; Shantou University","keywords":"Frailty Index; Medicine; Association (psychology); Gerontology; Index (typography); National Health and Nutrition Examination Survey; Demography; Environmental health; Psychology; Computer science; World Wide Web; Population","score_opus":0.02310827760515811,"score_gpt":0.2946687086231314,"score_spread":0.2715604310179733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406835895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910918,0.0000975502,0.00004667634,0.00089431246,0.0035268348,0.000590563,0.00008550152,0.00007291255,0.0035938723],"genre_scores_gemma":[0.985565,0.0000056087742,0.00013476459,0.000089636334,0.0000894977,0.000017846432,0.00093968184,0.000010414373,0.013147531],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99684983,0.000081093036,0.00094587274,0.0009571291,0.0008007901,0.00036530636],"domain_scores_gemma":[0.9979623,0.00024016073,0.00045543842,0.0009361837,0.0002656191,0.00014029829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016322391,0.0001673898,0.00038314794,0.00028374727,0.00013236165,0.00014781427,0.00008794999,0.00022761944,0.000055327793],"category_scores_gemma":[0.0033563278,0.00015862392,0.000059061796,0.00057709916,0.00013945009,0.0002163006,0.00011752705,0.0002511596,0.000012951077],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033317894,0.00012131992,0.9516113,0.000031385487,0.00009052943,0.00006890357,0.00029123446,0.000006143773,0.0004252637,0.0000010583719,0.04530476,0.002014817],"study_design_scores_gemma":[0.0016614463,0.000016795251,0.97548974,0.0002595547,0.00011455627,0.0000014391156,0.00003945679,0.000096346805,0.0036129553,0.0029204667,0.015658826,0.00012840351],"about_ca_topic_score_codex":0.0022573855,"about_ca_topic_score_gemma":0.0018820098,"teacher_disagreement_score":0.029645935,"about_ca_system_score_codex":0.00032916723,"about_ca_system_score_gemma":0.00020729974,"threshold_uncertainty_score":0.6468496},"labels":[],"label_agreement":null},{"id":"W4406848107","doi":"10.1007/s40140-025-00690-z","title":"Frailty and the Older Neurosurgical Patient: Assessment, Outcomes and Management","year":2025,"lang":"en","type":"article","venue":"Current anesthesiology reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Anesthesiology; Medicine; Pain medicine; Intensive care medicine; Neurosurgery; Neurology; MEDLINE; General surgery; Emergency medicine; Anesthesia; Surgery; Psychiatry","score_opus":0.018192035964179357,"score_gpt":0.32426765048814227,"score_spread":0.3060756145239629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406848107","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98510474,0.0028660204,0.000040666375,0.006743135,0.00070684054,0.0010504292,7.547406e-7,0.00007214973,0.0034152572],"genre_scores_gemma":[0.9958586,0.00098962,0.00015869726,0.0015588807,0.00002682871,0.00012773095,0.000017709921,0.000011752397,0.0012501645],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984933,0.00013837292,0.00047436688,0.0004830945,0.0001650129,0.0002458631],"domain_scores_gemma":[0.9989518,0.0002664169,0.00015929418,0.00048690362,0.000048328282,0.00008728283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031577187,0.00020728337,0.00047989836,0.00010448236,0.00013680954,0.000025881793,0.000056495555,0.00009126253,0.000029051853],"category_scores_gemma":[0.00012982592,0.00012108592,0.000085108564,0.00011884121,0.0005405859,0.00004094888,0.000175277,0.0002773071,0.0000023670789],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075428994,0.00012685348,0.9171596,0.00018050679,0.00008484525,0.00097016845,0.00010907075,4.6266308e-7,0.0000043848686,0.0031239113,0.00315532,0.07500941],"study_design_scores_gemma":[0.0019893248,0.00007799854,0.920473,0.00014365531,0.00020193703,0.0013067914,0.000042687698,0.000047390946,0.000009354764,0.0013773679,0.07422947,0.00010105799],"about_ca_topic_score_codex":0.000005960535,"about_ca_topic_score_gemma":0.0000016803635,"teacher_disagreement_score":0.07490835,"about_ca_system_score_codex":0.000018831164,"about_ca_system_score_gemma":0.000035367695,"threshold_uncertainty_score":0.49377406},"labels":[],"label_agreement":null},{"id":"W4406853444","doi":"10.1016/j.exger.2025.112691","title":"Prevalence and factors influencing preoperative frailty in elderly patients with gynecologic oncology surgery: A cross-sectional study","year":2025,"lang":"en","type":"article","venue":"Experimental Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Wuxi Health and Family Planning Commission","keywords":"Gynecologic oncology; Medicine; Cross-sectional study; Gynecologic surgical procedures; Internal medicine; Oncology; General surgery; Pathology; Laparoscopy","score_opus":0.04361683751413665,"score_gpt":0.3620751343629273,"score_spread":0.3184582968487907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406853444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960729,0.00054106687,0.000008742122,0.000070944,0.00036241175,0.0015325127,0.000009368988,0.00005591536,0.0013461201],"genre_scores_gemma":[0.9985073,0.0000052374958,0.00013463521,0.00023834896,0.000017076825,0.0002774607,0.00002156916,0.0000136059325,0.0007847708],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980505,0.00023680866,0.00048685336,0.0006299439,0.0002110556,0.00038483596],"domain_scores_gemma":[0.99889815,0.00054630387,0.000114975825,0.00023274196,0.00010904182,0.00009880642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018568235,0.00026477294,0.00056237145,0.0002270714,0.00012555066,0.000027364833,0.000101033,0.00021671127,0.0002691829],"category_scores_gemma":[0.00025576522,0.0002114039,0.000043019463,0.00019024432,0.00034951654,0.00019998195,0.00012088689,0.00032005296,0.0000061006067],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007395754,0.0020186852,0.9910095,0.000042904045,0.00010452578,0.00005342454,0.0052563944,0.0000059551408,0.00026537204,0.000023213057,0.000053698,0.00042676437],"study_design_scores_gemma":[0.0046845432,0.0047529764,0.98610073,0.000049191527,0.000022846767,0.000017044607,0.0025750927,0.000012362308,0.0015507243,0.000010550255,0.000054616943,0.00016933563],"about_ca_topic_score_codex":0.0006199939,"about_ca_topic_score_gemma":0.0011355098,"teacher_disagreement_score":0.004908772,"about_ca_system_score_codex":0.0006886302,"about_ca_system_score_gemma":0.00026877425,"threshold_uncertainty_score":0.86208004},"labels":[],"label_agreement":null},{"id":"W4406946579","doi":"10.1186/s12913-025-12318-3","title":"Factors involved in the development of hospital-acquired conditions in older patients in acute care settings: a scoping review","year":2025,"lang":"en","type":"review","venue":"BMC Health Services Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Impact","funders":"Université de Genève","keywords":"Medicine; Nursing research; Health informatics; Health administration; Public health; Acute care; Health services research; Health care; Nursing","score_opus":0.09942900942796734,"score_gpt":0.4819687895346774,"score_spread":0.3825397801067101,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406946579","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008701359,0.9714651,6.11189e-7,0.00028609362,0.00012248872,0.019142905,0.00015049898,0.000017940021,0.000113020804],"genre_scores_gemma":[0.0007861003,0.9921143,0.00033996263,0.0006464895,0.000022964841,0.0027266121,0.0032843668,0.00004661468,0.00003258903],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.991715,0.002197164,0.0027797045,0.0007718337,0.0014683615,0.0010679392],"domain_scores_gemma":[0.9960608,0.001665434,0.0005747073,0.0009197183,0.000578146,0.00020117692],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003142666,0.0004704107,0.0028589473,0.001643456,0.00015470704,0.000029363755,0.00092864415,0.000334843,0.00004493722],"category_scores_gemma":[0.00039769462,0.00032995286,0.00020421979,0.0042397054,0.00008959901,0.00012238944,0.00042594332,0.0011533957,0.000016735601],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007226349,0.00035629308,0.029722154,0.89856386,0.000028733653,0.000008886064,0.02227326,1.2677836e-7,1.1617352e-8,0.000001481014,0.00009801916,0.04893992],"study_design_scores_gemma":[0.0010632032,0.00018272207,0.06270542,0.9177155,0.000048265098,4.4249717e-7,0.0073262798,0.000001834517,5.15441e-7,0.000001994236,0.010751515,0.00020232101],"about_ca_topic_score_codex":0.00096945744,"about_ca_topic_score_gemma":0.02472953,"teacher_disagreement_score":0.0487376,"about_ca_system_score_codex":0.0017040686,"about_ca_system_score_gemma":0.011186597,"threshold_uncertainty_score":0.99991524},"labels":[],"label_agreement":null},{"id":"W4406964268","doi":"10.2196/50026","title":"Association of Frailty Index at 66 Years of Age with Health Care Costs and Utilization Over 10 Years in Korea: Retrospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Medicine; Frailty Index; Gerontology; Retrospective cohort study; Health care; Environmental health; Association (psychology); Cohort study; Index (typography); Public health; Psychology; Nursing; Surgery; Internal medicine; Political science","score_opus":0.018368770366482393,"score_gpt":0.3252912500787625,"score_spread":0.3069224797122801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406964268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99484354,0.00087646884,0.0000117998125,0.0018050972,0.00005230829,0.0017456415,0.00006289065,0.000022273314,0.00058000296],"genre_scores_gemma":[0.9983708,0.00032189602,0.000028797795,0.00048128358,0.000014236322,0.000047459576,0.00012043897,0.000011513665,0.00060353545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99828804,0.00024968965,0.00043728013,0.0003156635,0.00041870476,0.00029063463],"domain_scores_gemma":[0.99889356,0.00012932264,0.00032710072,0.00022768417,0.00024012863,0.0001822176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001015658,0.000109543624,0.00060184934,0.00021788922,0.000042797423,0.000012253739,0.000045484892,0.0000967073,0.000014270557],"category_scores_gemma":[0.00046475034,0.00010868062,0.000018054687,0.0006328705,0.000063971376,0.000068555004,0.00004759152,0.00017473425,3.4969838e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017165147,0.00015896994,0.97875506,0.00035398288,0.0000492286,0.000003834202,0.0047810953,4.0101813e-7,0.0000012597728,0.000027459626,0.0024351284,0.013261945],"study_design_scores_gemma":[0.003202964,0.000793177,0.992337,0.00010015161,0.0000016424634,0.0000013697663,0.0012223215,0.000047015372,5.57218e-7,0.000004761761,0.0022228053,0.00006626259],"about_ca_topic_score_codex":0.002308452,"about_ca_topic_score_gemma":0.022681182,"teacher_disagreement_score":0.02037273,"about_ca_system_score_codex":0.0012474614,"about_ca_system_score_gemma":0.00075389014,"threshold_uncertainty_score":0.99515235},"labels":[],"label_agreement":null},{"id":"W4406971995","doi":"10.2196/66104","title":"Comparison of 3 Aging Metrics in Dual Declines to Capture All-Cause Dementia and Mortality Risk: Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Science Foundation of Guangdong Province","keywords":"Dementia; Medicine; Confounding; Gerontology; Proportional hazards model; Cohort study; Cohort; Longitudinal study; Odds ratio; Cognitive decline; Demography; Internal medicine; Disease","score_opus":0.05276845151425206,"score_gpt":0.41263479447365176,"score_spread":0.3598663429593997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406971995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960953,0.000862927,0.00037795925,0.00053320185,0.00016982178,0.0014955003,0.00000848667,0.000050422925,0.00040640568],"genre_scores_gemma":[0.9987164,0.00002617253,0.00072972453,0.0002238882,0.000039625174,0.00006818751,0.000012784267,0.000014702585,0.00016849481],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983422,0.000097603646,0.00055781106,0.00038139446,0.00036402885,0.00025692527],"domain_scores_gemma":[0.99908525,0.00018802102,0.00012885759,0.0003838941,0.00011351441,0.00010048508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006749483,0.0001734461,0.0005448107,0.0005159622,0.00004799341,0.000025421654,0.00008043632,0.00006256521,0.000015316802],"category_scores_gemma":[0.0003875684,0.00016536028,0.000041685267,0.0008999461,0.00003678969,0.00007239392,0.00018268976,0.00032359108,0.0000022817005],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021354685,0.0005077583,0.991845,0.00017532088,0.0006238289,0.000052628915,0.0038600718,0.00011247687,0.00026570886,0.0000093139715,0.0011247832,0.0014017443],"study_design_scores_gemma":[0.0015944266,0.00008593082,0.9917304,0.0002672455,0.0007808227,0.0000033844665,0.003158848,0.001227046,0.000722882,0.000016165699,0.00028776788,0.00012507476],"about_ca_topic_score_codex":0.0017576254,"about_ca_topic_score_gemma":0.0019566966,"teacher_disagreement_score":0.002621146,"about_ca_system_score_codex":0.00007400261,"about_ca_system_score_gemma":0.00004308592,"threshold_uncertainty_score":0.6743197},"labels":[],"label_agreement":null},{"id":"W4406986571","doi":"10.1093/ageing/afae277.071","title":"2828 The influence of ethnicity and social disadvantage on frailty in a United Kingdom (UK) population","year":2025,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Ethnic group; Medicine; Disadvantage; Kingdom; Population; Gerontology; Demography; Environmental health; Sociology; Law; Political science","score_opus":0.03250226592780488,"score_gpt":0.33081295324689025,"score_spread":0.2983106873190854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406986571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99767846,0.000043436943,0.000025461834,0.0017482414,0.00002059185,0.00016663861,0.0000032045311,0.000012399825,0.00030159592],"genre_scores_gemma":[0.9987645,0.000018557937,0.00004502576,0.0010001014,0.00002039518,0.000003654161,0.000014266715,0.0000039917027,0.00012947207],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994989,0.000042653057,0.00014913689,0.00012088286,0.00009152193,0.00009688725],"domain_scores_gemma":[0.9996759,0.00015403787,0.000043334338,0.00009399966,0.000017569944,0.000015143358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012501377,0.000068647365,0.00013984219,0.00010062395,0.00007814465,0.000010685506,0.000035399935,0.000052925414,0.0000031116547],"category_scores_gemma":[0.00017489064,0.000049180955,0.000017181086,0.00023640321,0.00007661779,0.000046797122,0.000044952623,0.0001809951,2.9597513e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005706207,0.00023567634,0.7785455,0.0012446711,0.00011927659,0.0022530223,0.018567469,0.0005300298,0.057544444,0.014383683,0.00019537483,0.12581027],"study_design_scores_gemma":[0.0007429894,0.000038840022,0.9967837,0.0005007302,0.000022640503,0.00000187837,0.00020597201,0.0001846491,0.00021139231,0.0009057427,0.00035746236,0.000044052405],"about_ca_topic_score_codex":0.0022713195,"about_ca_topic_score_gemma":0.0005879587,"teacher_disagreement_score":0.21823817,"about_ca_system_score_codex":0.000018762728,"about_ca_system_score_gemma":0.000008186401,"threshold_uncertainty_score":0.3433571},"labels":[],"label_agreement":null},{"id":"W4406987721","doi":"10.1093/ageing/afae277.069","title":"2795 Using the dynamics of the frailty index to assess population health across different countries","year":2025,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Frailty Index; Medicine; Index (typography); Gerontology; Frailty syndrome; Population; Environmental health","score_opus":0.04062399257924969,"score_gpt":0.3606903117510247,"score_spread":0.32006631917177497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406987721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98596853,0.00014555815,0.0056397663,0.0076224,0.00017440676,0.00033327838,0.0000117558375,0.0000145337945,0.00008975226],"genre_scores_gemma":[0.99703914,0.000025038446,0.00010190576,0.0022300936,0.00003873201,0.0000035552916,0.000009824034,0.000006790673,0.00054494303],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993088,0.000046738514,0.00019570535,0.00012086589,0.00016484337,0.0001630162],"domain_scores_gemma":[0.99952245,0.00009432701,0.000076195625,0.00023607923,0.000036920712,0.00003405891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015445185,0.0000833743,0.00018253611,0.00002522728,0.0002628557,0.0000383051,0.000081913066,0.000040547166,0.0000031595912],"category_scores_gemma":[0.00009099325,0.000045982844,0.00003544693,0.00016440741,0.00005437044,0.00004098276,0.00011221041,0.00014217584,1.957806e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007916327,0.00008369034,0.92773175,0.00079826225,0.00011217691,0.00009866198,0.007434321,0.0005218885,0.0016460977,0.004475054,0.0005085509,0.056510366],"study_design_scores_gemma":[0.00032754237,0.000027232052,0.98999566,0.0006813636,0.000022601516,0.0000044485714,0.00084789045,0.0070689213,0.00019925233,0.00040344734,0.0003766051,0.000045028824],"about_ca_topic_score_codex":0.0019854573,"about_ca_topic_score_gemma":0.0030287688,"teacher_disagreement_score":0.0622639,"about_ca_system_score_codex":0.00011018887,"about_ca_system_score_gemma":0.000039492985,"threshold_uncertainty_score":0.30014306},"labels":[],"label_agreement":null},{"id":"W4407011591","doi":"10.1002/9781394182176.ch3","title":"Theoretical Perspectives on Frailty, Oral Health‐Related Quality of Life, and Well‐Being in Old Age","year":2025,"lang":"en","type":"other","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Gerontology; Quality of life (healthcare); Well-being; Oral health; Psychology; Medicine; Dentistry; Psychotherapist","score_opus":0.027642294338693644,"score_gpt":0.3461361759068586,"score_spread":0.31849388156816494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407011591","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004898864,0.0014854216,0.000045595214,0.0059168893,0.00013864682,0.0007791785,0.000022601036,0.00015436222,0.98655844],"genre_scores_gemma":[0.3718962,0.000613695,0.0009919762,0.0014020549,0.00006825757,0.000009385329,0.00003745469,0.00014718523,0.6248338],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9979155,0.00028372701,0.0006366423,0.00053311384,0.00033756872,0.00029345902],"domain_scores_gemma":[0.998768,0.00034785533,0.00018891205,0.00047320555,0.000039222872,0.00018285599],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005152296,0.00029855975,0.0011454466,0.00046044253,0.000017407381,0.000009195347,0.000110629204,0.00046763624,0.010724363],"category_scores_gemma":[0.0009237527,0.00024232393,0.00009995086,0.00025174173,0.0005152817,0.000014306653,0.00008653159,0.00067546347,0.0000389294],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027555015,0.00044159044,0.003964707,0.0011748689,0.00021819473,0.000044558114,0.0025594607,4.074209e-7,0.0000122600695,0.89886945,0.09019486,0.002244099],"study_design_scores_gemma":[0.07851118,0.009502966,0.44707558,0.059695084,0.0007254304,0.00008914975,0.04141063,0.0008545577,0.0004725683,0.22568108,0.13044137,0.005540421],"about_ca_topic_score_codex":0.005569228,"about_ca_topic_score_gemma":0.0014386509,"teacher_disagreement_score":0.6731884,"about_ca_system_score_codex":0.00011448412,"about_ca_system_score_gemma":0.0002310055,"threshold_uncertainty_score":0.99017996},"labels":[],"label_agreement":null},{"id":"W4407034151","doi":"10.37586/2686-8636-4-2024-254-262","title":"Effectiveness of three-week rehabilitation programs in improving mobility of patients with frailty syndrome: a subgroup analysis of the multicenter prospective study «POSTSCRIPTUM»","year":2024,"lang":"en","type":"article","venue":"Russian Journal of Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Subgroup analysis; Medicine; Multicenter study; Gerontology; Physical therapy; Internal medicine; Randomized controlled trial; Meta-analysis","score_opus":0.012452066014430694,"score_gpt":0.26152295367231215,"score_spread":0.24907088765788146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407034151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950975,0.0005803109,0.00055819337,0.00024254654,0.00035296823,0.003112305,0.000018711005,0.000009921967,0.000027537793],"genre_scores_gemma":[0.9992832,0.00000518958,0.00059221365,0.000004182589,0.00003844836,0.00003375197,0.000009732206,0.000025652635,0.000007654909],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996048,0.0005319617,0.0016465054,0.0003420948,0.0012050983,0.00022638428],"domain_scores_gemma":[0.9966849,0.00085893425,0.001093704,0.00052023324,0.00071937544,0.00012281553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002819175,0.00025051515,0.0015020795,0.0011173959,0.000025790196,0.0000071690765,0.00024498912,0.00008812769,0.000040516614],"category_scores_gemma":[0.0013442191,0.00013271031,0.00032192972,0.004005834,0.00039514896,0.00019368419,0.000056818906,0.00048783104,2.163499e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032403553,0.0038959158,0.97667944,0.0033066913,0.00199924,0.00005350883,0.0070008207,0.000064999054,0.00070924766,0.000024245446,0.0000029582056,0.003022596],"study_design_scores_gemma":[0.00836765,0.0179364,0.96268344,0.0038901772,0.0044690985,0.000020248055,0.0017734913,0.00051626586,0.00016564285,0.00007998837,0.0000010511432,0.0000965267],"about_ca_topic_score_codex":0.0005084139,"about_ca_topic_score_gemma":0.00017193834,"teacher_disagreement_score":0.014040484,"about_ca_system_score_codex":0.0003231021,"about_ca_system_score_gemma":0.00026544783,"threshold_uncertainty_score":0.5411769},"labels":[],"label_agreement":null},{"id":"W4407101999","doi":"10.3390/diagnostics15030351","title":"Effects of Dance-Based Aerobic Training on Frailty and Cognitive Function in Older Adults with Mild Cognitive Impairment: A Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"Diagnostics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Verbal fluency test; Cognition; Montreal Cognitive Assessment; Psychology; Aerobic exercise; Fluency; Executive functions; Randomized controlled trial; Cognitive training; Dance; Clinical psychology; Physical therapy; Cognitive impairment; Gerontology; Physical medicine and rehabilitation; Medicine; Neuropsychology; Psychiatry","score_opus":0.009323016916946873,"score_gpt":0.26174546844865293,"score_spread":0.25242245153170606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407101999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9778921,0.0011311827,0.0023572247,0.00040862904,0.00035902252,0.017117681,0.000028793527,0.000050289455,0.0006550578],"genre_scores_gemma":[0.9952925,0.00018793583,0.00012253,0.0015168575,0.00008026824,0.0025788427,0.000100337296,0.000028117958,0.00009265172],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9979033,0.00040104022,0.0006262805,0.00041853817,0.00034140638,0.00030944077],"domain_scores_gemma":[0.9727926,0.02639413,0.0002710427,0.00012746354,0.00031102184,0.00010371973],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0005073941,0.0003273636,0.0018186655,0.0003821082,0.000050659863,0.000015990385,0.000043798173,0.00022507444,0.000019299829],"category_scores_gemma":[0.012573309,0.00024176337,0.0001842075,0.00037673794,0.00031897813,0.000050292212,0.000017815595,0.00043626459,0.0000030129856],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.98845094,0.001631137,0.0014841413,0.0006606957,0.00071233476,0.00009423896,0.0022748578,0.000013355343,0.000020719202,0.00007306479,0.0001175637,0.004466917],"study_design_scores_gemma":[0.92583495,0.003868822,0.041513413,0.021812297,0.0028227207,0.0000021512365,0.0008615418,0.0010317864,0.002012992,0.0000449373,0.0000031917493,0.00019118366],"about_ca_topic_score_codex":0.000046475572,"about_ca_topic_score_gemma":0.00006250235,"teacher_disagreement_score":0.06261601,"about_ca_system_score_codex":0.000050926734,"about_ca_system_score_gemma":0.00028163526,"threshold_uncertainty_score":0.9957442},"labels":[],"label_agreement":null},{"id":"W4407158672","doi":"10.1093/eurjcn/zvaf017","title":"The potential of home-based multicomponent exercise programmes in managing frailty in cardiac surgery recovery","year":2025,"lang":"en","type":"article","venue":"European Journal of Cardiovascular Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Cardiac surgery; Physical therapy; Intensive care medicine; Gerontology; Surgery","score_opus":0.013833260507471586,"score_gpt":0.24864519705366958,"score_spread":0.234811936546198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407158672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90778834,0.07617032,0.008058629,0.0024529465,0.0030375225,0.00070148386,0.0000033442864,0.000027289316,0.0017601034],"genre_scores_gemma":[0.9963577,0.0020755043,0.0012829466,0.000035460387,0.00016421633,0.0000023899722,0.0000042328516,0.00004112191,0.000036467252],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9963212,0.0012877705,0.001072965,0.00022256433,0.00071569823,0.0003798301],"domain_scores_gemma":[0.99855876,0.00027691526,0.00027541514,0.0005659264,0.00022513173,0.00009782769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005607061,0.00020178701,0.0010946422,0.000751607,0.000067626315,0.000052672494,0.00022953631,0.00004196024,0.0000017695379],"category_scores_gemma":[0.0003525367,0.0001599933,0.0017908548,0.00059648935,0.00017846323,0.000120420395,0.00003767643,0.00053333637,0.000002003467],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010654315,0.0002588359,0.0072793197,0.00025837866,0.0009621865,0.0016529927,0.0002798277,0.015947687,0.00046289843,0.0000032182322,0.00057734543,0.9712519],"study_design_scores_gemma":[0.010603887,0.00032348334,0.9110858,0.043462217,0.0029734224,0.0003141129,0.0026479082,0.0026303933,0.006601111,0.0002136067,0.01855732,0.00058672676],"about_ca_topic_score_codex":0.00003290304,"about_ca_topic_score_gemma":0.0000014079881,"teacher_disagreement_score":0.97066516,"about_ca_system_score_codex":0.00027934334,"about_ca_system_score_gemma":0.00021746202,"threshold_uncertainty_score":0.65243375},"labels":[],"label_agreement":null},{"id":"W4407181418","doi":"10.1007/s11764-025-01749-w","title":"Effectiveness of exercise interventions on functional outcomes in frail adults with a previous or current diagnosis of cancer: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Journal of Cancer Survivorship","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Meta-analysis; Quality of Life Research; Psychological intervention; Health informatics; Public health; MEDLINE; Cancer; Physical therapy; Internal medicine; Pathology; Nursing","score_opus":0.10364256212442084,"score_gpt":0.4184424044815353,"score_spread":0.31479984235711445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407181418","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003246222,0.9939539,0.00004557668,0.00019357938,0.00026990543,0.004803041,0.0003960329,0.0000063237762,0.000007033879],"genre_scores_gemma":[0.0024827279,0.99344516,0.00003527432,0.000026436912,0.000022842894,0.0036298854,0.000020624562,0.00003798875,0.0002990877],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9933187,0.0016474961,0.0033851918,0.00041791218,0.0009971727,0.00023355031],"domain_scores_gemma":[0.98997825,0.003874758,0.004365071,0.0005950398,0.0010235155,0.000163365],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0024665322,0.0006268842,0.017263995,0.0015137362,0.00002387757,0.000014925406,0.00032305723,0.0001761508,0.0003594569],"category_scores_gemma":[0.0014001534,0.00032265048,0.004846671,0.002161795,0.00009893442,0.000099537145,0.00006394774,0.0007616904,6.754325e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050899887,0.0005686592,0.008402388,0.8706779,0.11002857,0.00002223591,0.000080495476,0.000019771493,4.8423057e-9,0.0000042905795,0.000051131738,0.009635543],"study_design_scores_gemma":[0.0006991586,0.0002995388,0.0017145165,0.5273934,0.4695853,0.000012951787,0.0000132321275,4.511259e-7,0.0000010001088,0.0000022985246,0.00014530943,0.00013281705],"about_ca_topic_score_codex":0.0020489865,"about_ca_topic_score_gemma":0.009136679,"teacher_disagreement_score":0.35955673,"about_ca_system_score_codex":0.00044120164,"about_ca_system_score_gemma":0.0010744,"threshold_uncertainty_score":0.9999226},"labels":[],"label_agreement":null},{"id":"W4407183907","doi":"10.1016/j.jgo.2025.102194","title":"Supporting older adults with cancer and their support person through geriatric assessment and remote exercise and education: The SOAR study protocol","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; Health Sciences Centre; Sunnybrook Health Science Centre; Cancer Care Ontario; Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Physical therapy; Quality of life (healthcare); Randomized controlled trial; Life expectancy; Geriatrics; Cancer; Gerontology; Population; Nursing; Internal medicine","score_opus":0.015632092395896184,"score_gpt":0.3893289713427176,"score_spread":0.3736968789468214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407183907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9314039,0.0021247014,0.00016880356,0.01672563,0.0006010437,0.046778154,0.000004117392,0.000020100468,0.0021735856],"genre_scores_gemma":[0.97713965,0.001654264,0.007592434,0.0014240278,0.0011090053,0.007395264,0.0000029201913,0.000052231226,0.0036301992],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982934,0.00015737904,0.00068148045,0.0003218522,0.00025069132,0.00029521476],"domain_scores_gemma":[0.9981527,0.00024475562,0.0007981938,0.00023378011,0.0004244481,0.00014616124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00088775245,0.0002482102,0.0007179868,0.00022834582,0.00019569922,0.00005620632,0.00012151464,0.00013219558,0.00010108287],"category_scores_gemma":[0.00007990638,0.0001365413,0.000056018456,0.00041274822,0.00014651206,0.00019802384,0.00008706483,0.0005245464,4.189488e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035629857,0.0016786834,0.15103437,0.0011159366,0.0004868175,0.0002134547,0.025725536,0.00000224412,0.00011808321,0.000016961014,0.021796089,0.7942488],"study_design_scores_gemma":[0.030521628,0.012428158,0.83059436,0.0015289937,0.001953881,0.0042513204,0.08314002,0.00017266878,0.00013770313,0.00023686669,0.034632873,0.0004015288],"about_ca_topic_score_codex":0.00020467285,"about_ca_topic_score_gemma":0.00008602339,"teacher_disagreement_score":0.7938473,"about_ca_system_score_codex":0.00026969312,"about_ca_system_score_gemma":0.0027293263,"threshold_uncertainty_score":0.55679923},"labels":[],"label_agreement":null},{"id":"W4407184009","doi":"10.1002/ehf2.15187","title":"Assessment of Frailty in Patients with Heart Failure: A New Heart Failure Frailty Score Developed by Delphi Consensus","year":2025,"lang":"en","type":"article","venue":"ESC Heart Failure","topic":"Frailty in Older Adults","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Delphi method; Likert scale; Medicine; Delphi; Heart failure; Psychology; Computer science; Artificial intelligence; Internal medicine","score_opus":0.019447452251657206,"score_gpt":0.29762614891523975,"score_spread":0.2781786966635825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407184009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87606204,0.00023587474,0.0004951203,0.11880403,0.00031353437,0.0031159227,0.00022575846,0.0002628146,0.0004849358],"genre_scores_gemma":[0.8850688,0.0000040317973,0.10746291,0.0043048942,0.00012373096,0.000111748355,0.0004346421,0.00012138217,0.0023678574],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9941512,0.00031434355,0.0014483074,0.0013352217,0.0014887061,0.0012622605],"domain_scores_gemma":[0.99635243,0.00039907845,0.00027231485,0.0014986461,0.0007690648,0.0007084741],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005490792,0.00089916453,0.0018219248,0.0006455245,0.00020805166,0.00009254522,0.00040062168,0.0007086619,0.00069582916],"category_scores_gemma":[0.00059035455,0.00079996436,0.0002938858,0.0020368234,0.00040417255,0.00026652982,0.0002684526,0.0016065225,0.00010648758],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022379399,0.00049948983,0.49443638,0.00025752484,0.00013904656,0.000010626185,0.00015868638,0.000024661837,0.0029286037,0.000091778675,0.5010102,0.00021921899],"study_design_scores_gemma":[0.010650444,0.00084795535,0.5668895,0.0019234578,0.00012742403,0.00003600489,0.00040736288,0.00006583325,0.0030402653,0.000078293044,0.41532236,0.00061105454],"about_ca_topic_score_codex":0.0012742683,"about_ca_topic_score_gemma":0.0041950075,"teacher_disagreement_score":0.11449914,"about_ca_system_score_codex":0.0005208731,"about_ca_system_score_gemma":0.0031145185,"threshold_uncertainty_score":0.99944514},"labels":[],"label_agreement":null},{"id":"W4407189556","doi":"10.1038/s43587-025-00812-6","title":"Recommendations for implementing the Hevolution Alliance for Aging Biomarkers initiative","year":2025,"lang":"en","type":"article","venue":"Nature Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Alliance; Aging in place; Political science; Psychology; Gerontology; Medicine","score_opus":0.039324579713357156,"score_gpt":0.37857212698782683,"score_spread":0.33924754727446965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407189556","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01132291,0.007610587,0.23250248,0.7267901,0.0031892215,0.006501014,0.00029493598,0.00037979975,0.011408984],"genre_scores_gemma":[0.9447489,0.00006236501,0.039466485,0.012625442,0.00039910583,0.00048389446,0.00037961366,0.000027554695,0.001806633],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99905604,0.000029233928,0.0002310155,0.0002499018,0.00010365687,0.00033012676],"domain_scores_gemma":[0.9986619,0.0007480479,0.00010418381,0.00021002968,0.00024659012,0.000029282248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005458816,0.00011723086,0.00014401553,0.00009357731,0.00045303037,0.000035911155,0.00011733932,0.0001004523,0.000013896454],"category_scores_gemma":[0.0007375321,0.0000936523,0.00011098661,0.00032932588,0.00003361644,0.00012119903,0.00004979038,0.00032915777,0.0000013334721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017943064,0.00008464449,0.01072722,0.00080775726,0.0009375685,0.0000023257012,0.0028688188,0.000011072324,0.0059247767,0.014690486,0.7196869,0.24407895],"study_design_scores_gemma":[0.0037980129,0.00006927039,0.0131882215,0.0014670296,0.00035913583,0.000008606748,0.0038814626,0.007277688,0.010156954,0.0055980445,0.9539714,0.00022417589],"about_ca_topic_score_codex":0.000013794068,"about_ca_topic_score_gemma":0.00005945957,"teacher_disagreement_score":0.933426,"about_ca_system_score_codex":0.00016733442,"about_ca_system_score_gemma":0.00009834158,"threshold_uncertainty_score":0.381903},"labels":[],"label_agreement":null},{"id":"W4407192111","doi":"10.3390/curroncol32020089","title":"Implementation of a Multi-Disciplinary Geriatric Oncology Clinic in Toronto, Canada","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Referral; Geriatric oncology; Geriatrics; Cohort; Emergency department; Family medicine; Audit; Cancer; Pediatrics; Internal medicine; Emergency medicine; Psychiatry","score_opus":0.09167679202867883,"score_gpt":0.499351172993681,"score_spread":0.40767438096500214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407192111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96297705,0.008387074,0.00019349778,0.0059339395,0.0064687068,0.0014766239,0.000052371604,0.000036235575,0.014474504],"genre_scores_gemma":[0.99702907,0.000678363,0.0008182768,0.00029179556,0.0001289779,0.00013096516,0.00009540301,0.000011409229,0.0008157518],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983318,0.00017337644,0.0007567928,0.00029129095,0.00013814194,0.00030862525],"domain_scores_gemma":[0.9990191,0.0003163571,0.00020665496,0.00024206613,0.00012995231,0.00008586301],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003112818,0.00013608573,0.00055438984,0.00014458124,0.000028098857,0.0000016359559,0.00013206612,0.00014700818,0.0011656961],"category_scores_gemma":[0.0001400807,0.00013421373,0.00006536131,0.00027497578,0.00007180305,0.000048923997,0.00013044443,0.00026161494,0.000009218938],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034821688,0.0015231472,0.35722524,0.0004673486,0.000078561,0.000082859726,0.0009787319,0.000003577764,0.00044972938,0.00013797947,0.055443093,0.5832615],"study_design_scores_gemma":[0.01139958,0.0014173657,0.78094447,0.00014898922,0.00015253024,0.000024562367,0.005681441,0.00030408852,0.00031992703,0.00006145407,0.19940291,0.00014270651],"about_ca_topic_score_codex":0.34558216,"about_ca_topic_score_gemma":0.9730948,"teacher_disagreement_score":0.6275127,"about_ca_system_score_codex":0.0048314,"about_ca_system_score_gemma":0.0053882618,"threshold_uncertainty_score":0.9997474},"labels":[],"label_agreement":null},{"id":"W4407197875","doi":"10.2196/68267","title":"Predictive Validity of Hospital-Associated Complications of Older People Identified Using Diagnosis Procedure Combination Data From an Acute Care Hospital in Japan: Observational Study","year":2025,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Medicine; Delirium; Acute care; Logistic regression; Observational study; Psychological intervention; Emergency medicine; Cohort study; Internal medicine; Intensive care medicine; Health care","score_opus":0.06815600371941773,"score_gpt":0.37618826633073155,"score_spread":0.30803226261131383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407197875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946228,0.000062246734,0.0002521361,0.0010493044,0.00022024539,0.0026470933,0.0010548029,0.000055338485,0.000035995643],"genre_scores_gemma":[0.99462014,0.0000066719904,0.00028640343,0.00004759241,0.000025027584,0.00027555512,0.004700886,0.000019162468,0.000018547242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982537,0.00010274848,0.000544312,0.00049064256,0.00044116404,0.00016741203],"domain_scores_gemma":[0.9979173,0.0002440607,0.0003304064,0.0007291122,0.0007313837,0.00004771638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018970341,0.00016113065,0.0004197443,0.00021134438,0.00008693773,0.000023865323,0.00035725895,0.00009340049,0.000017797389],"category_scores_gemma":[0.00043430348,0.0001791384,0.000048854752,0.0008010479,0.00005717907,0.0005114057,0.00025223455,0.00020201622,7.7907384e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015460157,0.0039504007,0.9689564,0.000154346,0.00024065592,0.0000022243687,0.025414888,0.000058677804,0.0004383422,0.000015560392,0.0006116005,0.00014144192],"study_design_scores_gemma":[0.0028310667,0.0003698598,0.9688617,0.00094405713,0.0003687826,2.3324286e-7,0.014253327,0.01158719,0.0005409381,0.000114630086,0.0000015807252,0.00012663884],"about_ca_topic_score_codex":0.0016757423,"about_ca_topic_score_gemma":0.00088094256,"teacher_disagreement_score":0.011528512,"about_ca_system_score_codex":0.0002650789,"about_ca_system_score_gemma":0.00022910327,"threshold_uncertainty_score":0.73050517},"labels":[],"label_agreement":null},{"id":"W4407252226","doi":"10.1159/000543970","title":"Identification of Potential Blood-Based Biomarkers for Frailty by Using an Integrative Approach","year":2025,"lang":"en","type":"letter","venue":"Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Medicine; Gerontology; Computational biology; Bioinformatics; Biology","score_opus":0.04747439545487276,"score_gpt":0.32996632483084054,"score_spread":0.2824919293759678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407252226","genre_codex":"methods","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019364132,0.0012278367,0.64358616,0.3234839,0.002721941,0.0052423235,0.002883385,0.00022202916,0.0012682959],"genre_scores_gemma":[0.16446011,0.000050082745,0.120732024,0.5821757,0.006092977,0.0018091188,0.081088945,0.0005327125,0.043058336],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99750334,0.00023264266,0.00077327614,0.00077514834,0.00027924922,0.00043635216],"domain_scores_gemma":[0.9980217,0.00019678578,0.00056389114,0.0007710859,0.00038379277,0.00006270968],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002444681,0.00039196352,0.00094218465,0.00035936062,0.00007230038,0.000017769165,0.00031931687,0.0014285529,0.000050404848],"category_scores_gemma":[0.00026899335,0.00036483048,0.0002835288,0.00016641499,0.00037482838,0.000072967254,0.000033060805,0.0007428999,0.0000017267931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036162778,0.00045055812,0.00007002827,0.0016534446,0.0010448296,0.00003950904,0.00021119871,0.00002056801,0.034028176,0.0000162901,0.9584037,0.0037000584],"study_design_scores_gemma":[0.0427576,0.006992986,0.0011430142,0.0032088635,0.025929987,0.0010221517,0.0020167273,0.20328298,0.24690926,0.0016334191,0.46070203,0.0044009746],"about_ca_topic_score_codex":0.00040735598,"about_ca_topic_score_gemma":0.000039726547,"teacher_disagreement_score":0.52285415,"about_ca_system_score_codex":0.00015786797,"about_ca_system_score_gemma":0.00044029581,"threshold_uncertainty_score":0.9998804},"labels":[],"label_agreement":null},{"id":"W4407252971","doi":"10.1371/journal.pone.0318656","title":"Comparison of frailty instruments for predicting mortality and prolon ged hospitalization in acute coronary syndrome patients","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Health Research Council of New Zealand; Region Hovedstaden; Augustinus Fonden","keywords":"Acute coronary syndrome; Medicine; Internal medicine; Cardiology; Gerontology; Intensive care medicine; Emergency medicine; Myocardial infarction","score_opus":0.062289640284962526,"score_gpt":0.3262960199982124,"score_spread":0.26400637971324986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407252971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99757224,0.000056658773,0.00005446331,0.0001817438,0.000058640024,0.0018592776,0.00007480499,0.00003614503,0.00010605109],"genre_scores_gemma":[0.9981629,0.0000150677215,0.0012245501,0.00006264631,0.000006238463,0.000113429895,0.0002753663,0.000012092711,0.0001276798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989108,0.000025274741,0.0004148525,0.00022353092,0.00026884142,0.00015673572],"domain_scores_gemma":[0.9994489,0.000049358623,0.0001385785,0.00018342643,0.00013495015,0.000044808185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000101200705,0.000106738684,0.00040858303,0.00011141439,0.00003449399,0.0000058612545,0.000057231937,0.000095376454,0.000005876092],"category_scores_gemma":[0.00029115897,0.00010990072,0.00002456562,0.00017229894,0.0000506043,0.00010546639,0.000059368,0.00011127516,6.139754e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019515457,0.0027251658,0.992935,0.001017369,0.0004240982,0.0000019128338,0.00048465247,0.0000022791378,0.001230908,0.000011134459,0.000039772436,0.00093256676],"study_design_scores_gemma":[0.003853387,0.0009557351,0.97853273,0.0013194475,0.0003990179,7.298561e-7,0.000058871996,0.0068783034,0.007836694,0.000091769296,0.0000019414822,0.00007135269],"about_ca_topic_score_codex":0.000049555434,"about_ca_topic_score_gemma":0.00003843046,"teacher_disagreement_score":0.014402237,"about_ca_system_score_codex":0.00008143055,"about_ca_system_score_gemma":0.000040628107,"threshold_uncertainty_score":0.44816214},"labels":[],"label_agreement":null},{"id":"W4407288133","doi":"10.1093/jcag/gwae059.214","title":"A214 CONSTRUCTION AND VALIDATION OF A FRAILTY INDEX FOR THE INFLAMMATORY BOWEL DISEASE POPULATION","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Index (typography); Medicine; Inflammatory bowel disease; Disease; Frailty Index; Population; Internal medicine; Environmental health; Computer science","score_opus":0.008115877529853684,"score_gpt":0.24649579860124596,"score_spread":0.23837992107139228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407288133","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9643719,0.00002913126,0.00082912477,0.033798967,0.0005948287,0.00030658228,0.00004131275,0.0000018861979,0.000026246467],"genre_scores_gemma":[0.9988261,0.000014318395,0.00021258477,0.0006672902,0.00007488787,0.0000040306254,0.000006554588,0.0000047388776,0.00018953274],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999041,0.00012905628,0.0004562312,0.000059940685,0.00018820296,0.00012552655],"domain_scores_gemma":[0.9981821,0.00016878183,0.0009637967,0.000121085075,0.00047261058,0.0000915882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061529747,0.00006228005,0.00019659173,0.00020988677,0.000084836,0.000008376111,0.00009329925,0.00008092632,0.000007864205],"category_scores_gemma":[0.001329256,0.000043863125,0.00011750261,0.00007577105,0.000075511896,0.00006990624,0.000014149377,0.00015599464,8.858751e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004742466,0.0000137691895,0.9958232,0.000059495465,0.0001884561,4.664196e-7,0.00007367878,0.00031668902,0.00014625803,0.00022445858,0.0021094764,0.0005698199],"study_design_scores_gemma":[0.0019250892,0.00015455631,0.9953726,0.00011551913,0.00026498648,0.000014612134,0.000064329564,0.000580999,0.00011072775,0.0007807401,0.0005984071,0.000017459348],"about_ca_topic_score_codex":0.0014278302,"about_ca_topic_score_gemma":0.04296719,"teacher_disagreement_score":0.04153936,"about_ca_system_score_codex":0.0005349646,"about_ca_system_score_gemma":0.00035652693,"threshold_uncertainty_score":0.9744962},"labels":[],"label_agreement":null},{"id":"W4407295309","doi":"10.1186/s12882-025-04006-5","title":"The prevalence of frailty according to kidney function and its association with cognitive impairment, nutritional status, and clinical outcome","year":2025,"lang":"en","type":"article","venue":"BMC Nephrology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; Gyeongsang National University; National Research Foundation","keywords":"Medicine; Internal medicine; Kidney disease; Odds ratio; Population; Renal function; Confidence interval; Physical therapy","score_opus":0.033534156545676826,"score_gpt":0.34894144016411627,"score_spread":0.31540728361843945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407295309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99295056,0.00032864968,0.00082356436,0.0046551544,0.00017261862,0.00077051646,0.00007394325,0.00002229116,0.00020270904],"genre_scores_gemma":[0.99329764,0.00023367467,0.00037556567,0.004519226,0.0000783393,0.000051690986,0.00001694716,0.000006647958,0.0014202652],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99889237,0.00015842283,0.00032953804,0.00024847352,0.0001598154,0.00021137044],"domain_scores_gemma":[0.99773365,0.0016547153,0.00014347344,0.00009862317,0.00024277698,0.00012673315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005202056,0.00009514404,0.00023802753,0.00007627542,0.000091792135,0.00001104323,0.000037505353,0.00012550183,0.00002079115],"category_scores_gemma":[0.0022648291,0.0000684122,0.00003351065,0.00015061497,0.00009780525,0.00006215438,0.00006858462,0.00019234474,0.00000450479],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021290288,0.00010171765,0.99414957,0.00028170133,0.00016314232,8.6885024e-7,0.00003973059,3.4555865e-7,0.00021375834,0.0005101287,0.0014100589,0.0009999318],"study_design_scores_gemma":[0.0043081352,0.0013201988,0.9910348,0.00016330613,0.00036648862,0.000008400611,0.00015237076,0.00011295586,0.00007686347,0.0003184131,0.0020813055,0.000056776677],"about_ca_topic_score_codex":0.000015858286,"about_ca_topic_score_gemma":0.00006505201,"teacher_disagreement_score":0.0031148018,"about_ca_system_score_codex":0.00006397014,"about_ca_system_score_gemma":0.00017876695,"threshold_uncertainty_score":0.27897686},"labels":[],"label_agreement":null},{"id":"W4407320221","doi":"10.2196/66440","title":"Agreement Between Provider-Completed and Patient-Completed Preoperative Frailty Screening Using the Clinical Risk Analysis Index: Cross-Sectional Questionnaire Study","year":2025,"lang":"en","type":"article","venue":"JMIR Perioperative Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Orthopedic surgery; Physical therapy; Cross-sectional study; Arthroplasty; Risk assessment; Joint arthroplasty; Surgery","score_opus":0.09959893840064457,"score_gpt":0.43814333498734803,"score_spread":0.33854439658670343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407320221","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96075445,0.00055764854,0.030524345,0.0027568338,0.000281857,0.004615987,0.00008430462,0.00010819645,0.00031637723],"genre_scores_gemma":[0.9963818,0.00002007706,0.0006820973,0.0011033622,0.000559652,0.00035558763,0.00014081306,0.000031843407,0.0007247455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942122,0.0013715362,0.0017222133,0.0011758615,0.0010368275,0.00048134563],"domain_scores_gemma":[0.9965361,0.0007236287,0.00044771945,0.0008054412,0.0011956372,0.0002915019],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0013634537,0.00057055434,0.0014039782,0.0005707779,0.0013189868,0.00015341495,0.0002647318,0.00021338374,0.00037289067],"category_scores_gemma":[0.00185548,0.00035398593,0.00024996413,0.0019132118,0.0016618496,0.00024616634,0.00029434124,0.0012962997,0.0000051346547],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004487289,0.0004519199,0.9732749,0.000046683246,0.0038764782,0.000027036202,0.010418614,0.0005366958,0.00012972484,0.000030202722,0.00019784043,0.0105611775],"study_design_scores_gemma":[0.007205408,0.002824034,0.9495366,0.0004043649,0.0018576551,0.000014694664,0.0075311423,0.029656537,0.000028977951,0.000019217383,0.0006264652,0.00029490117],"about_ca_topic_score_codex":0.0021668198,"about_ca_topic_score_gemma":0.0012166606,"teacher_disagreement_score":0.035627373,"about_ca_system_score_codex":0.00027120404,"about_ca_system_score_gemma":0.00030915393,"threshold_uncertainty_score":0.99998116},"labels":[],"label_agreement":null},{"id":"W4407364817","doi":"10.1002/jcsm.13719","title":"Neuroimaging Findings in Nondemented Frail Individuals: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Journal of Cachexia Sarcopenia and Muscle","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Neuroimaging; Medicine; Hyperintensity; Neuropsychology; Gerontology; Magnetic resonance imaging; Cognition; Psychiatry","score_opus":0.03427415704532005,"score_gpt":0.3514644379042144,"score_spread":0.31719028085889434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407364817","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004381326,0.9954014,0.000009620829,0.0010678107,0.00024256081,0.002586374,0.000018040533,0.0000142161925,0.00061616424],"genre_scores_gemma":[0.000071373244,0.9969841,0.00034419264,0.0013993842,0.000089169946,0.00006646919,0.000018411736,0.000051382656,0.00097549206],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9955118,0.0004763435,0.0026497238,0.0003433244,0.0006573608,0.0003614958],"domain_scores_gemma":[0.9969427,0.00081941736,0.0013294157,0.00045431862,0.00021698777,0.00023718897],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019209088,0.0005021012,0.0055151205,0.000904143,0.000049903654,0.00007294215,0.00041464306,0.0002201795,0.00008553949],"category_scores_gemma":[0.0031644516,0.0003575295,0.0007018435,0.000841312,0.000059719107,0.00021045127,0.0001846819,0.0013131365,0.00001827049],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005381001,0.0000855428,0.00006813613,0.89638126,0.00030041308,0.0003599946,0.00010202112,3.9128498e-8,0.0000014335355,0.0000048727325,0.004880456,0.09781046],"study_design_scores_gemma":[0.00088470144,0.00010624673,0.00014586409,0.7139422,0.0067902785,0.0012962889,0.000028318747,0.0000010879581,3.3389455e-7,0.0000073230353,0.27661076,0.00018658231],"about_ca_topic_score_codex":0.000009921104,"about_ca_topic_score_gemma":0.000004590821,"teacher_disagreement_score":0.2717303,"about_ca_system_score_codex":0.00023638453,"about_ca_system_score_gemma":0.00094848976,"threshold_uncertainty_score":0.99988765},"labels":[],"label_agreement":null},{"id":"W4407556651","doi":"10.1097/ta.0000000000004528","title":"Early primary care follow-up is associated with improved long-term functional outcomes among injured older adults","year":2025,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Muscular Dystrophy Canada; University of Toronto; Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Hazard ratio; Confidence interval; Proportional hazards model; Retrospective cohort study; Cohort study; Cohort; Psychological intervention; Emergency medicine; Gerontology; Pediatrics; Internal medicine; Psychiatry","score_opus":0.009370647082825263,"score_gpt":0.27347194899294913,"score_spread":0.2641013019101239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407556651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99494433,0.0011025299,0.00031053316,0.001259687,0.0011340382,0.00045169776,0.000056484547,0.000059302336,0.0006813785],"genre_scores_gemma":[0.9979236,0.000071778755,0.000029177445,0.0011086782,0.0002341469,0.000013131707,0.000041716357,0.00003437507,0.00054339424],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979906,0.00016232065,0.00063638645,0.00025352018,0.00059310126,0.00036406118],"domain_scores_gemma":[0.99666816,0.00036327075,0.00016534819,0.00028832175,0.002275671,0.0002392198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027572137,0.00032319676,0.0006214372,0.000248305,0.00037556072,0.00008581906,0.00012884113,0.00025609607,0.00009478196],"category_scores_gemma":[0.00049180153,0.00020662561,0.0002787572,0.00034172306,0.0004150298,0.00032169008,0.000049826933,0.00085860334,0.00000239387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023691487,0.00021510101,0.9777922,0.00077313074,0.00054193084,0.000027175562,0.0054663015,8.4815133e-7,0.00009335129,0.000023480707,0.0015277561,0.011169547],"study_design_scores_gemma":[0.006830902,0.001897036,0.985249,0.001603651,0.001469224,0.00012956247,0.0018166734,0.0000046387745,0.00070499605,0.000049947106,0.000031512413,0.00021288914],"about_ca_topic_score_codex":0.0002825337,"about_ca_topic_score_gemma":0.0006838804,"teacher_disagreement_score":0.010956658,"about_ca_system_score_codex":0.00036632828,"about_ca_system_score_gemma":0.00026972953,"threshold_uncertainty_score":0.8425948},"labels":[],"label_agreement":null},{"id":"W4407592417","doi":"10.1007/s11547-025-01959-3","title":"Geriatric radiology: a call to action for a new approach to diagnostic imaging for elderly and frail patients","year":2025,"lang":"en","type":"editorial","venue":"La radiologia medica","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Call to action; Action (physics); Medicine; Medical physics; Radiology; Business","score_opus":0.013267914968140046,"score_gpt":0.2975026391095538,"score_spread":0.28423472414141376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407592417","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022290954,0.0022132564,0.12770471,0.010336874,0.8385605,0.015421451,0.0015529513,0.00046107997,0.0015200502],"genre_scores_gemma":[0.0019238091,0.00089859724,0.06882509,0.0029895853,0.89749616,0.006752688,0.0073145446,0.00023185606,0.013567657],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963794,0.00016847845,0.00071319443,0.0013816381,0.0005257365,0.0008315811],"domain_scores_gemma":[0.9849567,0.012998737,0.00018676334,0.0006320656,0.000401704,0.00082402665],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00083677185,0.00060754793,0.0014458589,0.00055743987,0.00014475494,0.000049658127,0.00043732076,0.0014597063,0.000013665951],"category_scores_gemma":[0.07326123,0.00052740506,0.0002396223,0.0003662187,0.0001339732,0.000060669387,0.00015777086,0.0009351456,0.000012127069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008321011,0.00013872089,0.00070628175,0.0011322625,0.00021432074,0.0000096334825,0.0003865387,0.000005367546,0.000019858531,0.000013053573,0.909988,0.0865539],"study_design_scores_gemma":[0.007770903,0.001881905,0.0018463653,0.00063442386,0.0007955768,0.000031630156,0.00004658842,0.00013902654,0.000007862162,0.00013272392,0.98624027,0.00047273454],"about_ca_topic_score_codex":0.00016079858,"about_ca_topic_score_gemma":0.000023607843,"teacher_disagreement_score":0.08608117,"about_ca_system_score_codex":0.0004455661,"about_ca_system_score_gemma":0.0013003579,"threshold_uncertainty_score":0.9998366},"labels":[],"label_agreement":null},{"id":"W4407620415","doi":"10.1186/s12877-025-05773-4","title":"The pictorial fit-frail scale: a novel tool for frailty assessment in critically ill older adults","year":2025,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Rehabilitation; Critically ill; Gerontology; Scale (ratio); Physical medicine and rehabilitation; Physical therapy; Intensive care medicine","score_opus":0.02140183026997794,"score_gpt":0.32495853042617007,"score_spread":0.3035567001561921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407620415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6725007,0.0013356564,0.24844897,0.0372969,0.017790737,0.011111104,0.00044724726,0.0004787895,0.010589889],"genre_scores_gemma":[0.8320491,0.00017578095,0.14468871,0.0057352544,0.0035184207,0.0015569095,0.0001345774,0.00012335752,0.012017915],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99740386,0.0000633765,0.0007741636,0.00056292047,0.0005264008,0.00066928857],"domain_scores_gemma":[0.9960948,0.001815407,0.00010131377,0.00078647694,0.0010656359,0.00013632629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007154763,0.00029543389,0.00045328107,0.00018795117,0.00020222063,0.00011401855,0.00036174624,0.00030132636,0.00004982509],"category_scores_gemma":[0.005973014,0.00022925394,0.00022755533,0.00069965376,0.0001081218,0.00009984977,0.00016547352,0.0004641842,0.0000153847],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010804562,0.0082947835,0.33205557,0.0072980947,0.00054396066,0.00007663336,0.0033393959,0.00016280885,0.0048704944,0.04514353,0.38826013,0.19915003],"study_design_scores_gemma":[0.028864298,0.0005299956,0.7777358,0.00072680006,0.00032041996,0.000019128354,0.0007925416,0.0056593996,0.00040572812,0.0013226727,0.18300602,0.00061720103],"about_ca_topic_score_codex":0.00008429271,"about_ca_topic_score_gemma":0.0004969426,"teacher_disagreement_score":0.44568023,"about_ca_system_score_codex":0.00035510506,"about_ca_system_score_gemma":0.0010724398,"threshold_uncertainty_score":0.9348705},"labels":[],"label_agreement":null},{"id":"W4407678795","doi":"10.1002/nop2.70064","title":"Cross‐Cultural Adaptation of the Clinical Frailty Scale for Critically Ill Patients in Spain and Concurrent Validity With <scp>FRAIL</scp>‐Es","year":2025,"lang":"en","type":"article","venue":"Nursing Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Instituto de Salud Carlos III; Ministerio de Economía y Competitividad","keywords":"Concordance; Context (archaeology); Medicine; Intensive care; Scale (ratio); Metric (unit); Intensive care unit; Critically ill; Concurrent validity; Predictive validity; Psychometrics; Intensive care medicine; Clinical psychology; Internal medicine","score_opus":0.10089844284387164,"score_gpt":0.42219827433434065,"score_spread":0.32129983149046903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407678795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910009,0.0000519788,0.0010271122,0.0034827793,0.00053580606,0.0018273554,0.000056055687,0.000014279349,0.0020037428],"genre_scores_gemma":[0.9942628,0.0000075083867,0.0037251075,0.00095111557,0.000044674805,0.000048129463,0.00004644347,0.000012308031,0.0009018801],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99861175,0.00015914945,0.00045996965,0.00031599152,0.00022782196,0.00022529637],"domain_scores_gemma":[0.9977403,0.0007759566,0.00011059791,0.0002523165,0.0010388953,0.00008188108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052475644,0.00013419494,0.0003636695,0.0000399408,0.00010370211,0.00008272254,0.00023040941,0.00011738256,0.0000055038677],"category_scores_gemma":[0.0052812537,0.000087959444,0.00006538945,0.00017838646,0.00060097035,0.000194784,0.000082722414,0.00022915269,9.810548e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026869366,0.0008707549,0.8831695,0.00019614074,0.000027872935,9.4049716e-7,0.0021200676,0.000019395253,0.00006686053,0.000456641,0.0063779764,0.106425196],"study_design_scores_gemma":[0.0068396647,0.0007284519,0.9818812,0.0023365011,0.000100657104,0.0000025325119,0.001423522,0.0016131016,0.0008462025,0.00040468338,0.0037666846,0.00005679295],"about_ca_topic_score_codex":0.00017023024,"about_ca_topic_score_gemma":0.00033753333,"teacher_disagreement_score":0.1063684,"about_ca_system_score_codex":0.0000931127,"about_ca_system_score_gemma":0.0001769713,"threshold_uncertainty_score":0.6322536},"labels":[],"label_agreement":null},{"id":"W4407699401","doi":"10.1200/jco.2025.43.5_suppl.80","title":"Frailty and adverse clinical outcomes in prostate cancer patients: An analysis from the RADICAL-PC cohort.","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; University of Ottawa; Niagara Health System; Population Health Research Institute; Université Laval; Hamilton Health Sciences; Impact; Université de Sherbrooke; McMaster University","funders":"","keywords":"Medicine; Prostate cancer; Cohort; Adverse effect; Oncology; Internal medicine; Cancer; Gynecology","score_opus":0.07865535880672371,"score_gpt":0.48749893269899947,"score_spread":0.40884357389227577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407699401","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96471095,0.00035510692,0.000044949375,0.03248534,0.0015759864,0.0004086381,0.000036630798,0.0000094718025,0.00037290202],"genre_scores_gemma":[0.98036027,0.0022766308,0.0011758042,0.015153662,0.00046520773,0.000011397588,0.000016688316,0.000011820899,0.0005285328],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9934149,0.001368536,0.0041240687,0.00037672734,0.00044803377,0.0002677805],"domain_scores_gemma":[0.98713255,0.0099756345,0.0015613434,0.0004152993,0.00048183382,0.00043333945],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0048531857,0.00018463537,0.002537413,0.00021061908,0.000049663875,0.0000125644865,0.00030784786,0.0004698939,0.00023624103],"category_scores_gemma":[0.01622714,0.00010490613,0.0007504398,0.00048373677,0.000695962,0.00016015276,0.00012314883,0.0019292758,0.000005773367],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021122734,0.0023433254,0.9086004,0.000007114335,0.002683542,0.00014921362,0.00014245462,0.000030434123,9.437489e-7,0.000016670896,0.0035614176,0.08035221],"study_design_scores_gemma":[0.013081447,0.002817697,0.9511323,0.00010680112,0.0032367462,0.000003508447,0.00016647208,0.00041528072,0.0000014385038,0.00033447446,0.028613143,0.00009071052],"about_ca_topic_score_codex":0.0010805024,"about_ca_topic_score_gemma":0.005150684,"teacher_disagreement_score":0.0802615,"about_ca_system_score_codex":0.00018458636,"about_ca_system_score_gemma":0.0013837971,"threshold_uncertainty_score":0.9920596},"labels":[],"label_agreement":null},{"id":"W4407855003","doi":"10.12669/pjms.41.3.11357","title":"Impact of frailty on outcomes of elderly patients with atrial fibrillation: A systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Pakistan Journal of Medical Sciences","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Meta-analysis; Stroke (engine); Population; Scopus; Disease; MEDLINE; Internal medicine; Emergency medicine; Environmental health","score_opus":0.10059783368898767,"score_gpt":0.4496746959540145,"score_spread":0.3490768622650268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407855003","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016565835,0.9975539,0.00005693956,0.0007306576,0.00006401909,0.0012224731,0.00010335365,0.0000034767324,0.00009954243],"genre_scores_gemma":[0.0013646805,0.9981016,0.00029183895,0.00005814499,0.000048099224,0.0000035236772,0.000009846354,0.000008918865,0.00011333124],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9917161,0.00065150426,0.003079954,0.00029743635,0.0040392103,0.00021580716],"domain_scores_gemma":[0.9920139,0.002661684,0.0040298714,0.0003904241,0.00052077346,0.000383379],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004256437,0.00038757743,0.011671847,0.0007022284,0.00005113738,0.000027370354,0.0005942136,0.00019448911,0.0007229805],"category_scores_gemma":[0.005513952,0.00015487253,0.00462298,0.002028343,0.00056711904,0.00009547851,0.000058879796,0.00041112443,9.5191893e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000400834,0.00010183703,0.0030749755,0.80275947,0.17399707,0.000029318051,0.000059806076,0.0000058684645,2.3520392e-9,0.00005295855,0.00019936977,0.019679256],"study_design_scores_gemma":[0.0007558462,0.0031582485,0.00067725935,0.21250358,0.7817289,0.00006772782,0.000015124811,0.0000026496618,2.7540368e-8,0.000014679484,0.0009281027,0.00014785722],"about_ca_topic_score_codex":0.000039332648,"about_ca_topic_score_gemma":0.0000117567,"teacher_disagreement_score":0.6077318,"about_ca_system_score_codex":0.00009897061,"about_ca_system_score_gemma":0.001858153,"threshold_uncertainty_score":0.7978641},"labels":[],"label_agreement":null},{"id":"W4407896378","doi":"10.5606/tgkdc.dergisi.2025.26954","title":"Which frailty score in cardiac surgery patients?","year":2025,"lang":"en","type":"article","venue":"Turkish Journal of Thoracic and Cardiovascular Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Grip strength; Intensive care unit; Concordance; EuroSCORE; SOFA score; Cardiac surgery; Surgery","score_opus":0.02295879526687786,"score_gpt":0.2807630763344718,"score_spread":0.2578042810675939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407896378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.946175,0.049082838,0.00027283884,0.00062060636,0.0018855116,0.00025777178,0.000013331302,0.0000247474,0.0016673922],"genre_scores_gemma":[0.99283177,0.0061499244,0.00013425639,0.0002577217,0.00033297192,0.000008465555,0.000024687219,0.000031398642,0.00022878846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99680656,0.00049980753,0.001045206,0.00033728697,0.000887426,0.0004237087],"domain_scores_gemma":[0.9972952,0.00088004745,0.00024062743,0.00057329534,0.000772287,0.00023855246],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0043588337,0.00028542615,0.00212769,0.0009614978,0.000071023394,0.00005520567,0.00011699958,0.00022870395,0.00002781864],"category_scores_gemma":[0.0020500391,0.00024689786,0.002160822,0.0011113241,0.00009813824,0.00028954603,0.00008256439,0.0006516404,0.0000058409832],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002862397,0.00012164005,0.69974196,0.00044796572,0.0018301714,0.00026604996,0.000073835006,0.000025503876,0.000014842045,0.0000033754623,0.018368555,0.27881986],"study_design_scores_gemma":[0.0005356353,0.00004553652,0.96247435,0.0029784027,0.001243156,0.00028763016,0.00023663517,0.000012311945,0.0010062632,0.000105249776,0.030765649,0.00030916897],"about_ca_topic_score_codex":0.000054953896,"about_ca_topic_score_gemma":0.000007581734,"teacher_disagreement_score":0.2785107,"about_ca_system_score_codex":0.000122030644,"about_ca_system_score_gemma":0.0005566243,"threshold_uncertainty_score":0.99999833},"labels":[],"label_agreement":null},{"id":"W4407922407","doi":"10.1186/s12885-025-13760-6","title":"Association of phenotypic age acceleration with all-cause and cause-specific mortality among U.S. cancer survivors: a retrospective cohort study","year":2025,"lang":"en","type":"article","venue":"BMC Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"Fujian Medical University; China Scholarship Council","keywords":"Medicine; Surgical oncology; Retrospective cohort study; Cancer; Oncology; Cohort; Internal medicine; Demography","score_opus":0.04340030231451786,"score_gpt":0.33312651363875223,"score_spread":0.2897262113242344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407922407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954671,0.0006100806,0.00014115841,0.00026646335,0.0003397846,0.0020065196,0.00006444941,0.00006445263,0.0010399935],"genre_scores_gemma":[0.99363524,0.0006163106,0.00006245118,0.00009233873,0.00015979247,0.00054790115,0.000027367458,0.00002541231,0.004833203],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982604,0.00010178399,0.0003594875,0.00047834485,0.00056481006,0.00023517603],"domain_scores_gemma":[0.9987671,0.00008428529,0.00026668923,0.00039010087,0.0004211189,0.00007072286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003869567,0.00020062027,0.0005061051,0.00011264379,0.00006857885,0.000040278388,0.00007265908,0.0001148167,0.00020192808],"category_scores_gemma":[0.00010730287,0.00017403776,0.000042290456,0.00043016195,0.00008802304,0.00017349937,0.00004258602,0.00022777882,0.0000013990324],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023428234,0.0002436341,0.9933355,0.0001246448,0.0017513474,0.000010272993,0.0014032796,0.00006592189,0.00037272318,0.00005199368,0.0021778222,0.00022856469],"study_design_scores_gemma":[0.0024622648,0.0001637527,0.99441594,0.00024855282,0.0011893169,4.972462e-7,0.00040116083,0.00011261265,0.00056813704,0.000038543974,0.0002442665,0.00015495523],"about_ca_topic_score_codex":0.023023805,"about_ca_topic_score_gemma":0.41628912,"teacher_disagreement_score":0.3932653,"about_ca_system_score_codex":0.0013263178,"about_ca_system_score_gemma":0.00024658928,"threshold_uncertainty_score":0.98348194},"labels":[],"label_agreement":null},{"id":"W4407992337","doi":"10.1177/08968608241304272","title":"Redesigning peritoneal dialysis care: The introduction of frailty-informed pathways","year":2025,"lang":"en","type":"editorial","venue":"Peritoneal Dialysis International","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Peritoneal dialysis; Medicine; Intensive care medicine; Dialysis; Internal medicine","score_opus":0.014739707377637735,"score_gpt":0.2979589130184322,"score_spread":0.28321920564079445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407992337","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035880567,0.001683207,0.0005605357,0.008402483,0.96410435,0.0012449269,0.00212596,0.000264287,0.018026186],"genre_scores_gemma":[0.04340757,0.0011760674,0.0018561528,0.00023713817,0.92351127,0.0004424915,0.017816197,0.00012348309,0.011429648],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99282175,0.00023253844,0.0017553348,0.0011550096,0.0034497522,0.0005855901],"domain_scores_gemma":[0.9929111,0.0015887768,0.0009842683,0.0014106686,0.0029096717,0.00019550348],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00068004715,0.0007770079,0.0016014292,0.0009970313,0.000325765,0.00021643628,0.0012940533,0.0011769017,0.0014679664],"category_scores_gemma":[0.009056142,0.00063958997,0.0013065945,0.00090764015,0.0005213214,0.00028805,0.00047510373,0.0018482168,0.00006127084],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069104246,0.00021639714,0.0002966933,0.00056428823,0.0026939434,0.000026967116,0.0045092404,0.00015781524,0.0017124824,0.00015599318,0.97099876,0.01797638],"study_design_scores_gemma":[0.0019264794,0.00023657297,0.00040247524,0.00044803062,0.0022085137,0.000013888597,0.0013562479,0.0007025011,0.004569951,0.00006358066,0.98753476,0.00053698814],"about_ca_topic_score_codex":0.0009386408,"about_ca_topic_score_gemma":0.00034254594,"teacher_disagreement_score":0.040593106,"about_ca_system_score_codex":0.0014891507,"about_ca_system_score_gemma":0.0021849677,"threshold_uncertainty_score":0.99960554},"labels":[],"label_agreement":null},{"id":"W4408014117","doi":"10.2196/60683","title":"Predictive Value of Frailty on Outcomes of Patients With Cirrhosis: Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"JMIR Medical Informatics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Cirrhosis; Meta-analysis; Cochrane Library; Internal medicine; Systematic review; MEDLINE; Odds ratio; Receiver operating characteristic","score_opus":0.043760567053945244,"score_gpt":0.36317238003468805,"score_spread":0.3194118129807428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408014117","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000069395714,0.9895604,0.0001853875,0.0001606411,0.00003408073,0.008124089,0.0008694596,0.000036912592,0.0010220647],"genre_scores_gemma":[0.000040314306,0.99561095,0.0006259834,0.0015251696,0.000007099602,0.0011136158,0.0005120057,0.000028850236,0.00053598307],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99254626,0.00030205515,0.004163118,0.0002428992,0.0024744268,0.0002712433],"domain_scores_gemma":[0.9934062,0.0015527274,0.0028505046,0.00130281,0.000536435,0.00035131993],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0009037103,0.0006821299,0.017070225,0.00072062545,0.000027934286,0.000009880616,0.00046711572,0.0005275661,0.000284681],"category_scores_gemma":[0.0026491766,0.00033518582,0.0022810122,0.0014303268,0.0002907996,0.000109367356,0.00018901,0.00074151374,0.000010899725],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007677546,0.00024299689,0.00005260696,0.8317279,0.16518824,0.000001910448,0.0002527026,2.947129e-7,5.4818042e-11,0.000059019792,0.0005361091,0.001930508],"study_design_scores_gemma":[0.0004938199,0.00040443413,0.000104226165,0.288849,0.70742023,0.0000042835163,0.00005381963,0.000029886625,6.08286e-8,0.000002862383,0.0024521803,0.00018519467],"about_ca_topic_score_codex":0.000006911072,"about_ca_topic_score_gemma":0.0000020763605,"teacher_disagreement_score":0.5428789,"about_ca_system_score_codex":0.00009403766,"about_ca_system_score_gemma":0.00057812344,"threshold_uncertainty_score":0.99991},"labels":[],"label_agreement":null},{"id":"W4408044295","doi":"10.1016/j.jgo.2025.102217","title":"The International Society of Geriatric Oncology (SIOG) Methods Working Group","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control","funders":"","keywords":"Medicine; Geriatric oncology; Oncology; Family medicine; Gerontology; Internal medicine; Cancer","score_opus":0.02955098827875042,"score_gpt":0.40076488727667553,"score_spread":0.3712138989979251,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408044295","genre_codex":"commentary","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2636915,0.03665243,0.10122769,0.30312926,0.06865217,0.0027504263,0.00001861778,0.00015695507,0.22372097],"genre_scores_gemma":[0.34909555,0.018175067,0.6059146,0.006197482,0.0074595558,0.000051654162,0.000012328596,0.0000777159,0.01301608],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99694234,0.00047615307,0.0015605703,0.00022550508,0.00042524596,0.0003702099],"domain_scores_gemma":[0.9937747,0.0036181249,0.0014989543,0.00030766506,0.0006633432,0.00013721963],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040288838,0.000198948,0.0009388403,0.0004389102,0.00014614037,0.000025274214,0.00066447654,0.0004271983,0.00017771986],"category_scores_gemma":[0.0013065811,0.00013644931,0.00064690114,0.0009439646,0.00023288831,0.000094701296,0.000259539,0.00095704256,0.000007893879],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018446338,0.00077697996,0.006480524,0.00010334338,0.0014675168,0.00012013571,0.00068023894,0.000038193673,0.018184835,0.0011102406,0.24171221,0.7274811],"study_design_scores_gemma":[0.0055873487,0.002290336,0.02078791,0.00010723636,0.0006589267,0.00095399295,0.00086931715,0.0004011198,0.0008427714,0.001821294,0.9655606,0.00011910226],"about_ca_topic_score_codex":0.000029355118,"about_ca_topic_score_gemma":0.000021805196,"teacher_disagreement_score":0.72736204,"about_ca_system_score_codex":0.001346858,"about_ca_system_score_gemma":0.0020357294,"threshold_uncertainty_score":0.55642414},"labels":[],"label_agreement":null},{"id":"W4408096851","doi":"10.1249/mss.0000000000003687","title":"Effect of a Pragmatic Exercise Intervention Pilot Study on Preventing Functional and Physical Decline in Hospitalized Older Adults","year":2025,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quebec Network for Research on Aging; Université Laval; Université de Montréal; Concordia University; Institut Universitaire de Gériatrie de Montréal; Fonds de Recherche du Québec - Santé; Université du Québec à Montréal","funders":"","keywords":"Medicine; Physical therapy; Activities of daily living; Randomized controlled trial; Functional training; Fear of falling; Intervention (counseling); Balance (ability); Physical medicine and rehabilitation; Injury prevention; Poison control; Internal medicine; Emergency medicine; Nursing","score_opus":0.010020649075502302,"score_gpt":0.31492341475743907,"score_spread":0.30490276568193675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408096851","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99475914,0.00014932471,0.000030800587,0.00053269183,0.00049386616,0.0036232057,0.0000011015467,0.000042435626,0.00036745012],"genre_scores_gemma":[0.99906623,0.000047291374,0.000060761966,0.00006246707,0.000051801795,0.00029982193,0.00001126722,0.000016446133,0.00038390676],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99649584,0.00010671193,0.0009474768,0.00076793984,0.0012668495,0.00041516114],"domain_scores_gemma":[0.99861264,0.00029878656,0.0002641976,0.0005084184,0.00016512882,0.00015085003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038074893,0.00030974747,0.0010575497,0.0011425861,0.00007237399,0.000015065915,0.00022974535,0.000043505966,0.00007515354],"category_scores_gemma":[0.0014043316,0.0002281898,0.00006922543,0.0020099704,0.0006706369,0.000258253,0.0001927089,0.00035680702,0.0000030959554],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002636685,0.003793206,0.8527665,0.0009982438,0.0000020497807,0.00011826896,0.0036634435,0.000017337688,0.00025656723,0.0000032437413,0.000089259476,0.13565521],"study_design_scores_gemma":[0.014899706,0.006587532,0.9461096,0.028570998,0.00019504,0.000009326037,0.0014622067,0.0016625035,0.00023645085,0.00012051231,0.0000034397287,0.00014270295],"about_ca_topic_score_codex":0.0005146095,"about_ca_topic_score_gemma":0.000073299845,"teacher_disagreement_score":0.1355125,"about_ca_system_score_codex":0.00015241241,"about_ca_system_score_gemma":0.00012014184,"threshold_uncertainty_score":0.930531},"labels":[],"label_agreement":null},{"id":"W4408124171","doi":"10.1177/13872877251319547","title":"Frailty in motion: Amnestic mild cognitive impairment and Alzheimer's disease cohorts display heterogeneity in multimorbidity classification and longitudinal transitions","year":2025,"lang":"en","type":"article","venue":"Journal of Alzheimer s Disease","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Women and Children’s Health Research Institute; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates; National Institute on Aging; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Dementia; Cognitive decline; Cohort; Cognition; Disease; Psychology; Cohort study; Longitudinal study; Alzheimer's disease; Gerontology; Medicine; Internal medicine; Psychiatry; Pathology","score_opus":0.06208078353823936,"score_gpt":0.3471199551341096,"score_spread":0.2850391715958702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408124171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9771534,0.016123867,0.00033447315,0.0051339697,0.00018989119,0.0008650219,0.00016203833,0.000014949955,0.00002237281],"genre_scores_gemma":[0.9987706,0.00045585498,0.00019934819,0.00034313663,0.000084610554,0.000047864534,0.00007614519,0.000017103095,0.000005348182],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980544,0.00017866101,0.0007335364,0.00038435726,0.00037349545,0.00027556394],"domain_scores_gemma":[0.9983921,0.00015185917,0.0002176666,0.00022138232,0.00024026274,0.0007767263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033483258,0.000262728,0.0004860992,0.0004477704,0.00009212932,0.000043477463,0.00007297101,0.00008294249,0.00003559261],"category_scores_gemma":[0.0002144592,0.00023996379,0.00013474413,0.000326266,0.00026509163,0.00034333387,0.000042549837,0.00040163533,0.0000026748708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022181068,0.0017513743,0.9898014,0.00013044312,0.00052227126,0.00092354935,0.00022623903,0.00008180427,0.000060631468,0.000045344234,0.00020017006,0.0040386715],"study_design_scores_gemma":[0.005424021,0.00016607122,0.98401856,0.0012518922,0.0037047933,0.00006281187,0.00013850063,0.0047218604,0.00009671034,0.00020986937,0.0000195375,0.00018534908],"about_ca_topic_score_codex":0.000054781758,"about_ca_topic_score_gemma":0.00012560652,"teacher_disagreement_score":0.021617172,"about_ca_system_score_codex":0.00009002003,"about_ca_system_score_gemma":0.00032968685,"threshold_uncertainty_score":0.97854394},"labels":[],"label_agreement":null},{"id":"W4408126655","doi":"10.2196/63572","title":"Experiences With an In-Bed Real-Time Motion Monitoring System on a Geriatric Ward: Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung","keywords":"Motion (physics); Computer science; Medicine; Computer vision","score_opus":0.05866496803868027,"score_gpt":0.47354641489754196,"score_spread":0.4148814468588617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408126655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902153,0.000029130666,0.00023688602,0.00015291137,0.00021811646,0.0023843853,0.0000021461326,0.0001270097,0.0066340966],"genre_scores_gemma":[0.995504,0.000008204409,0.0018782687,0.000003509097,0.00009502554,0.0018834005,0.000007087508,0.000019941068,0.0006005216],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.995663,0.0018834148,0.0004193896,0.00040919462,0.001068747,0.00055624405],"domain_scores_gemma":[0.99816346,0.00061088847,0.00007575171,0.00055453286,0.00043527808,0.00016007472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003314814,0.00019305544,0.00043672632,0.0012374045,0.00022618672,0.00008034696,0.00026045018,0.00009812737,0.000021788568],"category_scores_gemma":[0.00021939297,0.00013835916,0.00004086796,0.002157891,0.00012202936,0.0004038751,0.00012862796,0.00060519564,0.000056375655],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006247259,0.0057689445,0.038780782,0.002244344,0.0003930851,0.0003547788,0.7492923,0.00006229795,0.010582742,0.00038701994,0.0011871926,0.18469922],"study_design_scores_gemma":[0.0045136046,0.008051732,0.27857092,0.0015228083,0.000022437198,0.000017387216,0.6782089,0.004305419,0.024520999,0.000022081302,0.00004352654,0.00020016091],"about_ca_topic_score_codex":0.00032075314,"about_ca_topic_score_gemma":0.000016336731,"teacher_disagreement_score":0.23979016,"about_ca_system_score_codex":0.0008071297,"about_ca_system_score_gemma":0.00019359979,"threshold_uncertainty_score":0.56421226},"labels":[],"label_agreement":null},{"id":"W4408129848","doi":"10.1093/aje/kwaf023","title":"Emulating randomized trials: treading carefully and pushing the limits","year":2025,"lang":"en","type":"article","venue":"American Journal of Epidemiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Randomized controlled trial; Medicine; Computer science; Surgery","score_opus":0.10221075806861264,"score_gpt":0.4241046900663812,"score_spread":0.32189393199776856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408129848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8156957,0.01009918,0.028739735,0.14127374,0.0008775504,0.0006130371,0.0000023835576,0.0000269137,0.0026717384],"genre_scores_gemma":[0.9764485,0.0009335505,0.01289005,0.009110482,0.0003808936,0.000007950732,0.0000011852997,0.000012358263,0.00021507089],"study_design_codex":"design_other","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99132663,0.0060905986,0.0019852265,0.00017754335,0.000107789485,0.0003122338],"domain_scores_gemma":[0.9128827,0.08430389,0.002164197,0.00025208088,0.00024239956,0.00015473069],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.024150303,0.00016110468,0.0032370682,0.00023323805,0.000103187995,0.000010430724,0.0001528444,0.00006414356,0.000018357234],"category_scores_gemma":[0.1962758,0.000084287705,0.00046376814,0.00026646376,0.0008581124,0.0000646775,0.00003996262,0.00057879445,0.0000013148386],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.044868194,0.00006298047,0.077785455,0.00008188898,0.0025194858,0.000097512246,0.0025637741,0.0004929235,0.0016417775,0.0068773413,0.00787274,0.8551359],"study_design_scores_gemma":[0.6419993,0.007910908,0.121750504,0.008686169,0.013681785,0.0084821675,0.023818504,0.02525318,0.0011482189,0.09064601,0.055323754,0.0012994786],"about_ca_topic_score_codex":0.00024248559,"about_ca_topic_score_gemma":0.000014909123,"teacher_disagreement_score":0.8538365,"about_ca_system_score_codex":0.0000743399,"about_ca_system_score_gemma":0.00014641753,"threshold_uncertainty_score":0.8370061},"labels":[],"label_agreement":null},{"id":"W4408152707","doi":"10.1016/j.tjfa.2025.100028","title":"Getting fit for hip and knee replacement: The Fit-Joints multimodal intervention for frail patients with osteoarthritis – a pilot randomized controlled trial","year":2025,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Hamilton Health Sciences; University of Alberta; McMaster University; St. Joseph’s Healthcare Hamilton; McMaster University Medical Centre; Impact","funders":"","keywords":"Medicine; Randomized controlled trial; Osteoarthritis; Physical therapy; Pilot trial; Intervention (counseling); Physical medicine and rehabilitation; Alternative medicine; Surgery; Nursing","score_opus":0.02118997682405161,"score_gpt":0.29782174570822983,"score_spread":0.27663176888417823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408152707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95837605,0.0014765738,0.018605268,0.008508547,0.00088817836,0.011972079,0.000019115385,0.000023584756,0.00013057997],"genre_scores_gemma":[0.99493974,0.000035456207,0.0020057852,0.00072091003,0.00039726112,0.0004273149,0.00000924413,0.00003138938,0.0014329129],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9973026,0.0004686546,0.0012761018,0.00019397534,0.00042987434,0.00032877864],"domain_scores_gemma":[0.99324995,0.004626155,0.0011313861,0.00029111063,0.00061837444,0.00008300397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004897752,0.00025270195,0.0012703524,0.00017641638,0.00037937058,0.00008791462,0.00019636612,0.00006228028,0.000029318306],"category_scores_gemma":[0.0045063975,0.00012636285,0.0005264323,0.00012209297,0.00020205647,0.00018288055,0.00006559049,0.0003937878,6.9989426e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.96010005,0.00027470867,0.00041059233,0.0001715826,0.0009964106,0.0000020473228,0.0013952996,0.00003688049,0.00019706029,0.000035714947,0.0011329842,0.03524667],"study_design_scores_gemma":[0.98485076,0.005437791,0.0011784403,0.0021971879,0.0018959275,0.000032415523,0.00048420893,0.0023453631,0.000227364,0.00062382943,0.00059599313,0.00013072412],"about_ca_topic_score_codex":0.00004085399,"about_ca_topic_score_gemma":0.000029409122,"teacher_disagreement_score":0.036563653,"about_ca_system_score_codex":0.00009432874,"about_ca_system_score_gemma":0.00011053874,"threshold_uncertainty_score":0.53949046},"labels":[],"label_agreement":null},{"id":"W4408163934","doi":"10.1016/j.tjfa.2025.100031","title":"Changes in frailty predict social vulnerability among home care clients living in the community followed for ten years","year":2025,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Saint Vincent University; Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Institutes of Health Research; Dalhousie University; Consortium canadien en neurodégénérescence associée au vieillissement","keywords":"Medicine; Vulnerability (computing); Gerontology; Social vulnerability; Nursing; Computer security","score_opus":0.03851065687579402,"score_gpt":0.334386520820481,"score_spread":0.29587586394468696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408163934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99163187,0.00048110477,0.00015693676,0.005936829,0.00039779604,0.0007927047,0.000020081347,0.000020821202,0.00056188676],"genre_scores_gemma":[0.9983677,0.00004656731,0.00013823561,0.0009291355,0.00028524568,0.00002661969,0.000007342565,0.00002220841,0.00017692572],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99701977,0.0012062148,0.0006755685,0.00014351093,0.00052011677,0.0004348354],"domain_scores_gemma":[0.99673814,0.002145776,0.00034035332,0.00049633643,0.00021628564,0.00006308736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049390267,0.00020889539,0.0005556647,0.00032169474,0.00036660384,0.000050873416,0.0008241397,0.00014455173,0.00001705663],"category_scores_gemma":[0.0015042552,0.00013764463,0.0002075794,0.0005866869,0.00023376498,0.0001818787,0.0001940203,0.0019330385,9.735277e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000330002,0.00031988212,0.8604229,0.00032517358,0.00013051194,0.000028125502,0.1067114,0.00009026996,0.0005457488,0.000010790422,0.0027379415,0.02834724],"study_design_scores_gemma":[0.0026661633,0.00024419092,0.9706528,0.0015482152,0.00017349706,0.000022817812,0.023352012,0.00017548056,0.00013351267,0.00028611487,0.0006304093,0.00011479779],"about_ca_topic_score_codex":0.0011071553,"about_ca_topic_score_gemma":0.007684646,"teacher_disagreement_score":0.11022988,"about_ca_system_score_codex":0.0004078698,"about_ca_system_score_gemma":0.00018446278,"threshold_uncertainty_score":0.8398198},"labels":[],"label_agreement":null},{"id":"W4408207734","doi":"10.32895/ump.mpr.9.1.8","title":"The Clinical Frailty Scale version 2.0: Translation and defining reliability in Vietnamese older patients","year":2025,"lang":"en","type":"article","venue":"Y HOC TP HO CHI MINH","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Dalhousie University","keywords":"Vietnamese; Reliability (semiconductor); Scale (ratio); Translation (biology); Reliability engineering; Psychology; Computer science; Gerontology; Natural language processing; Medicine; Engineering; Philosophy; Linguistics; Geography; Cartography","score_opus":0.019629759145834706,"score_gpt":0.32670737813472217,"score_spread":0.30707761898888747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408207734","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9896928,0.0010651791,0.000045919664,0.004521436,0.00043552945,0.00058331416,0.000013551969,0.00004050099,0.0036017632],"genre_scores_gemma":[0.9971367,0.00027936394,0.0012856167,0.0004950059,0.00003198078,0.000019082687,0.00005197888,0.000012419908,0.00068781077],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845976,0.00015071117,0.0005194259,0.00038447636,0.0002445658,0.00024107659],"domain_scores_gemma":[0.9987998,0.0005437328,0.000070592876,0.00041195497,0.00008125545,0.00009264037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068513484,0.0001428219,0.00027518708,0.000071850205,0.00013991926,0.00002305674,0.00009912631,0.00018480163,0.000026098027],"category_scores_gemma":[0.00073859835,0.0001052627,0.00009224147,0.00025799597,0.00019102507,0.000094733165,0.000061028408,0.00040932922,0.000036412916],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003536878,0.0002308985,0.7519268,0.00006496634,0.00001371748,0.0000022288439,0.00082526513,0.0000025120075,0.00001566638,0.000018837822,0.0041615665,0.24238387],"study_design_scores_gemma":[0.0049021314,0.00021573626,0.9767104,0.0003670588,0.00005052888,0.000001253254,0.0001990816,0.0011012228,0.00009720463,0.000299592,0.015955405,0.000100419944],"about_ca_topic_score_codex":0.000048628022,"about_ca_topic_score_gemma":0.00032338075,"teacher_disagreement_score":0.24228345,"about_ca_system_score_codex":0.00008369668,"about_ca_system_score_gemma":0.00010140272,"threshold_uncertainty_score":0.4292488},"labels":[],"label_agreement":null},{"id":"W4408210718","doi":"10.5770/cgj.28.768","title":"Understanding Local Consultation Patterns of Inpatient Geriatric Medicine Teams: a Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Alberta Health Services; University of Toronto; University of Calgary","funders":"","keywords":"Medicine; Odds ratio; Referral; Geriatrics; Cross-sectional study; Confidence interval; Logistic regression; Delirium; Dementia; Odds; Family medicine; Emergency medicine; Psychiatry; Disease; Internal medicine","score_opus":0.04571499265124483,"score_gpt":0.31122117990029613,"score_spread":0.2655061872490513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408210718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95235413,0.00039102958,0.038986497,0.0017574463,0.002764125,0.0008322781,0.000070682065,0.000026396874,0.002817421],"genre_scores_gemma":[0.9980761,0.00007510515,0.0001356939,0.00038720525,0.0004396277,0.000009644352,0.00003009898,0.00002138031,0.0008251786],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997583,0.000105686515,0.0009921667,0.00027527098,0.0006192456,0.00042464945],"domain_scores_gemma":[0.99785405,0.00024101468,0.00033673816,0.00023886235,0.00069805013,0.0006312513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008350498,0.0002030459,0.0004088606,0.0018631035,0.00031566294,0.00006837578,0.0001786633,0.00016186529,0.00041718138],"category_scores_gemma":[0.00094797584,0.00018676564,0.00010436137,0.0011520333,0.00015024975,0.00012724359,0.000027864904,0.0005698668,0.0000073131023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015283444,0.00013885554,0.99120265,0.00011123604,0.000201211,0.00020533892,0.0014091877,0.00029407616,0.00004231522,0.00044881896,0.0044071707,0.0013862913],"study_design_scores_gemma":[0.008244084,0.0008474143,0.9803846,0.00018823192,0.00024189982,0.00045708992,0.0069521787,0.0003763921,0.000030988915,0.00074002566,0.0013539386,0.00018316066],"about_ca_topic_score_codex":0.020431114,"about_ca_topic_score_gemma":0.03011241,"teacher_disagreement_score":0.04572194,"about_ca_system_score_codex":0.0033483305,"about_ca_system_score_gemma":0.002747827,"threshold_uncertainty_score":0.9875855},"labels":[],"label_agreement":null},{"id":"W4408225900","doi":"10.2196/51975","title":"FRAILSURVEY—an mHealth App for Self-Assessment of Frailty Based on the Portuguese Version of the Groningen Frailty Indicator: Validation and Reliability Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Reliability (semiconductor); Portuguese; Gerontology; Computer science; Reliability engineering; Medicine; Engineering; Psychological intervention; Psychiatry","score_opus":0.06813904493622902,"score_gpt":0.4498525229867632,"score_spread":0.3817134780505342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408225900","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98856264,0.000029983414,0.0005068585,0.003191404,0.00009714461,0.0057478137,0.00012938297,0.000033401582,0.0017013571],"genre_scores_gemma":[0.99872935,0.000016147864,0.00043050767,0.0001139187,0.000021792051,0.0005166777,0.00005969563,0.000015290252,0.00009663679],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99560475,0.0016141172,0.0006078592,0.0003635501,0.001439051,0.0003706968],"domain_scores_gemma":[0.99531406,0.0023913723,0.00028499227,0.0010992616,0.0007876736,0.00012266442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007951049,0.0001742347,0.00039027267,0.00031740766,0.00037519174,0.000018365892,0.00042930146,0.00013188885,0.000052195464],"category_scores_gemma":[0.00080715807,0.000099792196,0.00010318543,0.00078694103,0.00036148948,0.00019003403,0.00025580105,0.00075147604,0.0000026169057],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028157886,0.013612131,0.8897414,0.0046967245,0.00043060622,0.0000015529648,0.040301517,0.00015238785,0.0014602896,0.0023672318,0.014600467,0.029819867],"study_design_scores_gemma":[0.003027511,0.0036035622,0.97278047,0.0003023802,0.000045425142,3.6518563e-7,0.004440342,0.010234176,0.0046503493,0.00042528586,0.00041393854,0.00007618794],"about_ca_topic_score_codex":0.0002100607,"about_ca_topic_score_gemma":0.00003563183,"teacher_disagreement_score":0.08303904,"about_ca_system_score_codex":0.00056642917,"about_ca_system_score_gemma":0.0013464083,"threshold_uncertainty_score":0.40694076},"labels":[],"label_agreement":null},{"id":"W4408250584","doi":"10.1016/j.cjca.2025.03.004","title":"Frailty as a Potential Modifier in the Triad of Cardiovascular Disease, Physical Activity, and Sedentary Behaviour","year":2025,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Triad (sociology); Physical activity; Sedentary behavior; Disease; Female athlete triad; Sedentary lifestyle; Gerontology; Physical therapy; Internal medicine; Psychiatry; Psychoanalysis; Disordered eating","score_opus":0.024150514888566524,"score_gpt":0.27109694973779,"score_spread":0.24694643484922352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408250584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53950876,0.0069003697,0.00027720554,0.44733268,0.0017491834,0.0010088051,0.0006158407,0.00000614731,0.0026010245],"genre_scores_gemma":[0.95897007,0.00021262643,0.000015359996,0.034025375,0.0062828674,0.000014125169,0.000071180075,0.000030818872,0.00037756917],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975541,0.0007155403,0.00040696823,0.00031293574,0.00055218895,0.00045823585],"domain_scores_gemma":[0.9983103,0.00022302683,0.00021532696,0.0006540237,0.000232049,0.00036526614],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.000516765,0.00030577116,0.0016572373,0.00065023603,0.000053848944,0.000022545026,0.00040686657,0.00055196957,0.000012321641],"category_scores_gemma":[0.00031989513,0.0002323413,0.0012758011,0.00019767751,0.00041411963,0.00006733728,0.000039975854,0.0026421307,0.00000203654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003219564,0.000019660005,0.0067749266,0.00035873122,0.0045602424,0.038328752,0.00035290956,0.0012420162,0.00002645442,0.000012614067,0.9369906,0.011011122],"study_design_scores_gemma":[0.0049795117,0.0006539208,0.19483045,0.00073913403,0.008998401,0.006034481,0.00018971365,0.000047630125,0.000024961593,0.00069361296,0.78239894,0.00040925996],"about_ca_topic_score_codex":0.010005831,"about_ca_topic_score_gemma":0.00039053152,"teacher_disagreement_score":0.41946134,"about_ca_system_score_codex":0.00022741988,"about_ca_system_score_gemma":0.0030003104,"threshold_uncertainty_score":0.9996588},"labels":[],"label_agreement":null},{"id":"W4408270789","doi":"10.1016/j.tjfa.2025.100033","title":"A systematic review of assessment tools for cognitive frailty: Use, psychometric properties, and clinical utility","year":2025,"lang":"en","type":"review","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cognition; Gerontology; Systematic review; MEDLINE; Psychiatry","score_opus":0.29991209919045203,"score_gpt":0.47110684245622336,"score_spread":0.17119474326577133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408270789","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000060686783,0.98819536,0.002362149,0.0005852635,0.00051618833,0.007898251,0.00015157934,0.000017632832,0.00021290586],"genre_scores_gemma":[0.00026488543,0.9965611,0.0012330188,0.00081217533,0.0002460171,0.00011278306,0.00003069327,0.000056221037,0.00068307156],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9911175,0.0019161585,0.0052171927,0.0003792489,0.000983341,0.00038657698],"domain_scores_gemma":[0.97771287,0.014741165,0.0048209685,0.00087297824,0.0016080436,0.00024396983],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009941576,0.0006005094,0.0076443134,0.00059822,0.00011473608,0.00009251422,0.000609767,0.00031555918,0.000032329594],"category_scores_gemma":[0.032807283,0.0003165282,0.0017353463,0.0011581988,0.00028393196,0.00033967066,0.0001993863,0.0017425669,0.0000026869263],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049793878,0.0001567556,0.000038200156,0.6583948,0.0019042013,0.0000078671255,0.000046041478,1.517349e-8,2.1488529e-7,0.0000049409978,0.0012470367,0.33815014],"study_design_scores_gemma":[0.0013866021,0.0006082601,0.0003350059,0.92152077,0.035591375,0.0007374785,0.00009822247,0.00001321963,0.0000010015134,0.000018765266,0.03945464,0.0002346727],"about_ca_topic_score_codex":0.000016312295,"about_ca_topic_score_gemma":0.0000034183925,"teacher_disagreement_score":0.33791548,"about_ca_system_score_codex":0.0002252733,"about_ca_system_score_gemma":0.0019611442,"threshold_uncertainty_score":0.99992865},"labels":[],"label_agreement":null},{"id":"W4408287281","doi":"10.1016/j.archger.2025.105826","title":"Association between physical frailty and social support in community-dwelling older adults: A systematic review","year":2025,"lang":"en","type":"review","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Medical Science and Technology Project of Zhejiang Province; Department of Health of Zhejiang Province; Health Commission of Zhejiang Province","keywords":"Gerontology; Association (psychology); Social support; Medicine; MEDLINE; Psychology; Psychotherapist","score_opus":0.03783819129774012,"score_gpt":0.3503955504497124,"score_spread":0.31255735915197225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408287281","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00045860937,0.9960218,0.000053610984,0.00038849682,0.000069016176,0.0023270613,0.00012865069,0.0000240308,0.0005287229],"genre_scores_gemma":[0.0005109111,0.9979579,0.00021392902,0.00013021969,0.00011134183,0.00013035884,0.0004156611,0.000022573946,0.0005071478],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99649864,0.0014561913,0.0011926297,0.0003330555,0.0001963753,0.00032311142],"domain_scores_gemma":[0.99325526,0.0053391918,0.0009313235,0.0003507974,0.000051438845,0.00007201328],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007538312,0.00038304497,0.0047960607,0.0003285585,0.00012391494,0.000009566095,0.00020949534,0.0004199578,0.0000059461304],"category_scores_gemma":[0.001166172,0.00032460244,0.00035460998,0.0002518415,0.0001602906,0.000049413436,0.00019646467,0.0012158391,0.0000029546384],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012944113,0.000115531206,0.0005889818,0.86395943,0.000430404,0.0000075455496,0.002738008,5.1002997e-9,2.7468072e-8,0.000040807874,0.0001767497,0.13192958],"study_design_scores_gemma":[0.0018999631,0.00036092108,0.003120135,0.96375364,0.018345606,0.00006532845,0.0003405172,0.00000855448,2.768629e-7,0.0003474284,0.011274791,0.00048286183],"about_ca_topic_score_codex":0.000072733594,"about_ca_topic_score_gemma":0.000066460736,"teacher_disagreement_score":0.13144672,"about_ca_system_score_codex":0.000070056834,"about_ca_system_score_gemma":0.00022738836,"threshold_uncertainty_score":0.9999206},"labels":[],"label_agreement":null},{"id":"W4408292551","doi":"10.2196/65213","title":"Multihealth Promotion Programs on Physical Health and Quality of Life in Older Adults: Quasi-Experimental Study","year":2025,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Health promotion; Promotion (chess); Quality (philosophy); Quality of life (healthcare); Psychology; Gerontology; Computer science; Medicine; Political science; Nursing; Public health; Physics; World Wide Web; Psychotherapist","score_opus":0.13316789781947053,"score_gpt":0.5568425786944834,"score_spread":0.42367468087501287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408292551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9760412,0.0006236558,0.000065426444,0.02146742,0.00016930341,0.0014741209,0.0000021196197,0.0000061051596,0.00015067245],"genre_scores_gemma":[0.99913675,0.00013622484,0.00009113487,0.00034658122,0.000174663,0.00003780309,0.0000028989812,0.000011893231,0.00006205047],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99260277,0.002093649,0.0011593871,0.00029075798,0.0034567385,0.00039671536],"domain_scores_gemma":[0.9959876,0.0018698988,0.00036134967,0.00021175538,0.00078409456,0.00078531273],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0071300874,0.00014154433,0.0008420844,0.00065607444,0.00005446957,0.000020303469,0.00024914698,0.00010493675,0.00006135836],"category_scores_gemma":[0.013176698,0.000101413934,0.00010030957,0.0005500417,0.00032151354,0.00013667125,0.00015052663,0.0024255319,0.0000033819638],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025813367,0.20104565,0.31855786,0.0020293323,0.00041722064,0.00024021241,0.06087235,6.751164e-7,0.0004586417,0.00027293037,0.0014161499,0.3888756],"study_design_scores_gemma":[0.041481636,0.11883463,0.6549317,0.026127914,0.000019890309,0.00006653593,0.15401736,0.0018170952,0.002151272,0.000116005496,0.00024816958,0.00018777703],"about_ca_topic_score_codex":0.0017754816,"about_ca_topic_score_gemma":0.00026961853,"teacher_disagreement_score":0.38868782,"about_ca_system_score_codex":0.000644891,"about_ca_system_score_gemma":0.001973484,"threshold_uncertainty_score":0.9998759},"labels":[],"label_agreement":null},{"id":"W4408327137","doi":"10.1371/journal.pone.0304545","title":"Intraindividual variability differentiated older adults with physical frailty and the role of education in the maintenance of cognitive intraindividual variability","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Hong Kong Polytechnic University","keywords":"Medicine; Cognition; Gerontology; Montreal Cognitive Assessment; Age groups; Moderation; Multivariate analysis; Physical activity; Demography; Cognitive impairment; Physical therapy; Psychology; Internal medicine; Psychiatry","score_opus":0.011426019648631162,"score_gpt":0.247944561090464,"score_spread":0.23651854144183285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408327137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9926954,0.00006515338,0.00028974228,0.0021129262,0.000024444427,0.0022920505,0.00013300328,0.000019560655,0.0023677247],"genre_scores_gemma":[0.99894655,0.000013891599,0.00034542222,0.00027630912,0.000054316635,0.00020906217,0.00009421743,0.000011625383,0.000048595695],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976988,0.0006684762,0.00044663038,0.00039851022,0.0005401192,0.00024746286],"domain_scores_gemma":[0.9959792,0.0027783404,0.00020082943,0.0005166328,0.0004726282,0.000052352585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012096064,0.00020629377,0.00062023086,0.00008492139,0.000052435164,0.000014694103,0.00022720729,0.00010361825,0.000037311664],"category_scores_gemma":[0.0034362504,0.00011357241,0.000060985472,0.00047914832,0.001098532,0.0000766622,0.00009667842,0.0004970672,8.9761556e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008894157,0.050919358,0.68694466,0.0030257748,0.0025215747,0.0000032451662,0.11370985,0.0000016018771,0.0033235769,0.022055684,0.00011033826,0.1084902],"study_design_scores_gemma":[0.00847512,0.00035767787,0.95573497,0.0036225796,0.0010320793,0.0000042115867,0.0066190925,0.00088834134,0.009015806,0.014119077,0.0000027105086,0.00012834457],"about_ca_topic_score_codex":0.00023940655,"about_ca_topic_score_gemma":0.00008144876,"teacher_disagreement_score":0.2687903,"about_ca_system_score_codex":0.00005127701,"about_ca_system_score_gemma":0.00041682378,"threshold_uncertainty_score":0.46313483},"labels":[],"label_agreement":null},{"id":"W4408344113","doi":"10.1111/jgs.19423","title":"Is Frailty the Geriatric Troponin?","year":2025,"lang":"en","type":"editorial","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre; University of Calgary","funders":"","keywords":"Medicine; Gerontology; Geriatrics; Troponin; Sarcopenia; Intensive care medicine; Internal medicine; Myocardial infarction; Psychiatry","score_opus":0.011512613938940618,"score_gpt":0.3021238326137854,"score_spread":0.2906112186748448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408344113","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0059851212,0.0047176112,0.000375962,0.0350576,0.95153356,0.0008329724,0.000379649,0.000056253008,0.0010612591],"genre_scores_gemma":[0.0016051702,0.01514167,0.0035731678,0.005631805,0.9494624,0.000016054633,0.000022763255,0.000144087,0.024402857],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938237,0.00038487805,0.0015534444,0.0004768404,0.003081282,0.0006798288],"domain_scores_gemma":[0.9885173,0.0025444415,0.0051070126,0.0016959077,0.0018766574,0.0002586921],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0016435888,0.0006670129,0.001862169,0.00019338583,0.00045945065,0.00016547804,0.0022307502,0.0006640478,0.000098392135],"category_scores_gemma":[0.003800828,0.00035614023,0.00400802,0.0028316611,0.0008133428,0.000112380476,0.0006135666,0.0052386024,0.000020075688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023056273,0.0001448608,0.0003870511,0.00020961309,0.0012640388,0.000015326592,0.00089949416,0.000010875061,0.00007352175,0.000002695079,0.99270064,0.0040613273],"study_design_scores_gemma":[0.0017802013,0.0005617524,0.0021242087,0.00026261446,0.0028212233,0.000088000525,0.0006819606,0.00004884807,0.00007022853,0.00014400521,0.9910774,0.00033950573],"about_ca_topic_score_codex":0.00026510438,"about_ca_topic_score_gemma":0.0000041500625,"teacher_disagreement_score":0.029425798,"about_ca_system_score_codex":0.0012726483,"about_ca_system_score_gemma":0.00498901,"threshold_uncertainty_score":0.9998891},"labels":[],"label_agreement":null},{"id":"W4408376412","doi":"10.1111/acem.70016","title":"Understanding frailty screening of older adults in the emergency department: A survey of emergency physicians in Ontario","year":2025,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Schwartz/Reisman Emergency Medicine Institute; North York General Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Emergency department; Medical emergency; Family medicine; Emergency medicine; Gerontology; Psychiatry","score_opus":0.14805211543536723,"score_gpt":0.3691978542953675,"score_spread":0.22114573886000027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408376412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97779655,0.005777963,0.0019510227,0.0025706927,0.0022126688,0.0016297896,0.000033559983,0.000034248536,0.007993471],"genre_scores_gemma":[0.9916685,0.005848181,0.00006821785,0.0001544109,0.00012514382,0.00008775113,0.00019056993,0.000038659207,0.0018185724],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9939636,0.00041332399,0.0032159064,0.0006666166,0.0010214701,0.0007190598],"domain_scores_gemma":[0.99775434,0.0002929001,0.00075972587,0.0007976485,0.0002888557,0.00010650605],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024700626,0.00046178003,0.0011430681,0.0007925275,0.000073408315,3.3843298e-7,0.00070468633,0.00038839108,0.00251218],"category_scores_gemma":[0.0015797438,0.0003612427,0.00019543874,0.0032986044,0.00018154483,0.00017463874,0.00012789124,0.0016670797,0.0000045850825],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042477887,0.00036195794,0.9591814,0.00054904417,0.00015765245,0.000011323914,0.015558669,0.000036337817,0.0009363002,0.00053653045,0.021392405,0.00085358956],"study_design_scores_gemma":[0.0037036284,0.00032833547,0.9846765,0.0039194003,0.00019781663,0.0000036270637,0.004755941,0.00032331492,0.0002403984,0.0011738383,0.0004244449,0.00025278665],"about_ca_topic_score_codex":0.12403182,"about_ca_topic_score_gemma":0.3353203,"teacher_disagreement_score":0.21128848,"about_ca_system_score_codex":0.00036687963,"about_ca_system_score_gemma":0.00022607885,"threshold_uncertainty_score":0.99988395},"labels":[],"label_agreement":null},{"id":"W4408445499","doi":"10.1111/anec.70061","title":"Association of Frailty With Clinical Outcomes in Patients Receiving Primary Prevention Implantable Cardioverter Defibrillators: A Prospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"Annals of Noninvasive Electrocardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Calgary; University of Manitoba","funders":"AtriCure","keywords":"Medicine; Prospective cohort study; Implantable cardioverter-defibrillator; Cohort; Incidence (geometry); Cohort study; Internal medicine; Cardiac resynchronization therapy; Population; Emergency medicine; Heart failure; Ejection fraction","score_opus":0.022888843509907372,"score_gpt":0.3375721969440358,"score_spread":0.3146833534341284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408445499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9813952,0.0001244217,0.000097326105,0.00014884654,0.00014565254,0.0022870922,0.000015733805,0.000024990075,0.015760766],"genre_scores_gemma":[0.9986071,0.00017497428,0.00012304253,0.00027279326,0.00004214715,0.000099891324,0.000055423494,0.000019356481,0.00060527166],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99711716,0.00057595543,0.000944427,0.00051024347,0.0004236688,0.0004285312],"domain_scores_gemma":[0.99737966,0.0007179659,0.0005461787,0.00041274994,0.000891472,0.000051982377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012350815,0.00022968209,0.00196522,0.0002885704,0.000033710254,0.000005147197,0.000112023015,0.0002575761,0.0000026749487],"category_scores_gemma":[0.0012908123,0.00019262733,0.00031932167,0.0004572301,0.00007847693,0.000118205906,0.000074659576,0.00036106005,0.0000028222169],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013118389,0.0007992852,0.9876289,0.00008166166,0.005481774,0.0000045117063,0.0001515608,0.000009318135,0.00008983858,0.000015522482,0.0029899026,0.0014359242],"study_design_scores_gemma":[0.0050512254,0.005454275,0.98603684,0.00022462582,0.00051207346,0.0000119432025,0.000076063574,7.4421087e-7,0.0022169936,0.00019722043,0.0000803103,0.00013766091],"about_ca_topic_score_codex":0.00012469888,"about_ca_topic_score_gemma":0.00024188038,"teacher_disagreement_score":0.017211929,"about_ca_system_score_codex":0.00025312245,"about_ca_system_score_gemma":0.00042958022,"threshold_uncertainty_score":0.78551143},"labels":[],"label_agreement":null},{"id":"W4408481446","doi":"10.1111/jgs.19438","title":"The Implementation of Frailty Assessment Tools in the Acute Care Setting: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; Impact; Population Health Research Institute; McMaster University; University of Toronto","funders":"","keywords":"Medicine; CINAHL; MEDLINE; Frailty Index; Frailty syndrome; Scopus; Operationalization; Health care; Gerontology; Acute care; Stressor; Geriatrics; Psychological intervention; Nursing; Psychiatry","score_opus":0.04510802892771993,"score_gpt":0.46050421556751775,"score_spread":0.4153961866397978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408481446","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007256726,0.9898049,0.00006990264,0.0065255775,0.00044127263,0.002876656,0.00008301699,0.0000057201178,0.00012034542],"genre_scores_gemma":[0.000038273898,0.99510133,0.0022194367,0.0021533147,0.00030609724,0.00007991,0.000022560236,0.000028855004,0.000050236682],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99518174,0.0010031582,0.002126552,0.0002223006,0.0011258445,0.00034042497],"domain_scores_gemma":[0.99053496,0.0020677757,0.005957773,0.00086535927,0.0005141243,0.000059986105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028383143,0.00035934226,0.0022750248,0.00008106903,0.0002209231,0.00007860679,0.0012455557,0.000095633746,0.0000112208345],"category_scores_gemma":[0.00057014654,0.00015944238,0.0026210563,0.0019546594,0.00021904858,0.00008890069,0.000274376,0.0014269025,6.880233e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000060721386,0.000036563226,0.00016415295,0.07109618,0.000696877,0.000008045932,0.0011234186,9.947702e-7,0.0000012405264,0.000008899537,0.02562858,0.90122896],"study_design_scores_gemma":[0.0011259849,0.0005398727,0.0018728465,0.46202713,0.013312735,0.00041695416,0.012798826,0.0000021016408,0.000003158944,0.000022603102,0.50752574,0.000352067],"about_ca_topic_score_codex":0.000053342756,"about_ca_topic_score_gemma":0.000019097784,"teacher_disagreement_score":0.9008769,"about_ca_system_score_codex":0.00083692314,"about_ca_system_score_gemma":0.0047491253,"threshold_uncertainty_score":0.84247446},"labels":[],"label_agreement":null},{"id":"W4408493004","doi":"10.1016/j.jgo.2025.102224","title":"Perspectives on prehabilitation for older adults with cancer: A report from the International Society of Geriatric Oncology (SIOG) rehabilitation group","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; BC Cancer Agency; University of British Columbia","funders":"National Cancer Institute; National Institutes of Health; U.S. Department of Health and Human Services","keywords":"Prehabilitation; Medicine; Geriatric oncology; Rehabilitation; Geriatric rehabilitation; Oncology; Gerontology; Cancer; Physical therapy; Internal medicine","score_opus":0.008446780223173054,"score_gpt":0.3272422405160922,"score_spread":0.3187954602929191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408493004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90327525,0.0018425672,0.0032140897,0.08595367,0.002304395,0.0019779953,0.0000555922,0.000021718266,0.0013547485],"genre_scores_gemma":[0.9200869,0.0009490385,0.07526954,0.0009460475,0.0017485818,0.00029036068,0.000047262067,0.000031385614,0.00063087087],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99752575,0.00020036759,0.0012123457,0.00038004405,0.00046346337,0.00021800397],"domain_scores_gemma":[0.99070096,0.005495096,0.0015717249,0.00031858808,0.0018349763,0.00007867014],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013196446,0.00019840163,0.000738764,0.00030150285,0.00008734731,0.000013459854,0.00028012475,0.0002825353,0.00012645715],"category_scores_gemma":[0.0023842526,0.0001300611,0.00043907957,0.0005486588,0.00023459423,0.00015731674,0.00004937727,0.00045001233,0.0000013130924],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.053412013,0.007892609,0.10771177,0.0010395484,0.0040936307,0.00014042611,0.08104738,0.0006452825,0.006212654,0.0011253168,0.4850329,0.2516465],"study_design_scores_gemma":[0.028717715,0.024686892,0.7903919,0.0011344469,0.0015687877,0.00043771585,0.049908116,0.0006998686,0.00028505718,0.0016673462,0.100230575,0.00027154776],"about_ca_topic_score_codex":0.00032838545,"about_ca_topic_score_gemma":0.00016181663,"teacher_disagreement_score":0.6826802,"about_ca_system_score_codex":0.0019743952,"about_ca_system_score_gemma":0.002086871,"threshold_uncertainty_score":0.53037375},"labels":[],"label_agreement":null},{"id":"W4408493480","doi":"10.1111/ijn.70002","title":"The Relationship Between Kinesiophobic Attitude and Frailty in Older People","year":2025,"lang":"en","type":"article","venue":"International Journal of Nursing Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Logistic regression; Descriptive statistics; Medicine; Scale (ratio); Linear regression; Psychology; Correlation; Gerontology; Categorical variable; Ordered logit; Physical therapy; Internal medicine; Statistics","score_opus":0.06034068064962751,"score_gpt":0.4307614084710803,"score_spread":0.3704207278214528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408493480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7259761,0.0014798924,0.0026117356,0.26207638,0.0018963872,0.00016693163,0.0000021953197,0.000011017418,0.0057793367],"genre_scores_gemma":[0.99632,0.00012383195,0.0017836692,0.00062970334,0.00030129708,0.0000016032243,0.0000024830485,0.00000765058,0.0008297553],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987686,0.00011646887,0.00044956253,0.000099509416,0.0004547243,0.00011108206],"domain_scores_gemma":[0.9940549,0.004901111,0.0003143317,0.00011557976,0.00055899523,0.000055045624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075270643,0.00007942484,0.00015442442,0.00025404588,0.000079051395,0.00009042729,0.00019162307,0.00006361771,0.000008838946],"category_scores_gemma":[0.008332121,0.00005961204,0.000049633585,0.00021854992,0.000076229444,0.00042173057,0.000027222904,0.0005424805,0.0000051607794],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076516374,0.00035613164,0.942612,0.00001957508,0.0002054439,0.000118435615,0.0020967373,0.00002701263,0.00018627905,0.0036676666,0.0065920944,0.04335347],"study_design_scores_gemma":[0.0017475346,0.0000669494,0.98060054,0.0013662025,0.00013057106,0.00075849966,0.00063780346,0.00003760267,0.000057850117,0.0031914893,0.011358313,0.000046630346],"about_ca_topic_score_codex":0.000035328896,"about_ca_topic_score_gemma":0.000024570269,"teacher_disagreement_score":0.2703439,"about_ca_system_score_codex":0.0002876136,"about_ca_system_score_gemma":0.0001886482,"threshold_uncertainty_score":0.99749297},"labels":[],"label_agreement":null},{"id":"W4408495552","doi":"10.56974/pmjn.225","title":"Frailty among Elderly visiting the Outpatient Department of Internal Medicine in a Tertiary Care Centre","year":2024,"lang":"en","type":"article","venue":"Post-Graduate Medical Journal of NAMS","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Tertiary care; Medicine; Outpatient clinic; Medical emergency; Family medicine; Gerontology; Emergency medicine; Internal medicine","score_opus":0.018534247365303364,"score_gpt":0.3009567870937664,"score_spread":0.28242253972846304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408495552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9494299,0.0061079967,0.00023331832,0.0419205,0.0012848554,0.0004221736,0.000019882724,0.000026621581,0.0005547134],"genre_scores_gemma":[0.99769175,0.00028318653,0.00015902161,0.00091260293,0.00079139543,0.0000055581827,0.000026245174,0.000037035355,0.000093230796],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9951232,0.00024817899,0.0015701841,0.0002610107,0.0023679177,0.00042950653],"domain_scores_gemma":[0.9976297,0.00060796295,0.0003962278,0.00027619244,0.0005653042,0.0005246106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001288471,0.00027654698,0.000669722,0.0003661107,0.000043614673,0.00002522367,0.00043343907,0.00016535562,0.00037039834],"category_scores_gemma":[0.0018770302,0.00015137829,0.00030687725,0.00034063307,0.00043449661,0.00014584158,0.00012646691,0.001618539,0.000013321578],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010040712,0.00076762034,0.19301534,0.0020518648,0.0011290418,0.013981489,0.05650264,0.000037156235,0.0020242315,0.00012286962,0.014225063,0.7151386],"study_design_scores_gemma":[0.016366165,0.010200287,0.82886547,0.064925864,0.0016105764,0.010266374,0.041818276,0.006641952,0.007615962,0.0005867388,0.010317,0.00078534463],"about_ca_topic_score_codex":0.0005504568,"about_ca_topic_score_gemma":0.00022170007,"teacher_disagreement_score":0.71435326,"about_ca_system_score_codex":0.00028890136,"about_ca_system_score_gemma":0.0004185146,"threshold_uncertainty_score":0.70318365},"labels":[],"label_agreement":null},{"id":"W4408537359","doi":"10.1111/ggi.15086","title":"Chapter 1: Effectiveness of each element of the comprehensive geriatric assessment (<scp>CGA</scp>): English translation of the Japanese <scp>CGA</scp>‐based healthcare guidelines 2024","year":2025,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"FUJIFILM Toyama Chemical; Bayer Yakuhin; Eisai; Ono Pharmaceutical; Otsuka Pharmaceutical; Astellas Pharma; Toa Eiyo; Pfizer; Abbott Japan; Daiichi Sankyo Europe; Sanofi; Chugai Pharmaceutical","keywords":"Translation (biology); Element (criminal law); Health care; Computer science; Medicine; Chemistry; Biochemistry; Messenger RNA; Political science","score_opus":0.03865018665343396,"score_gpt":0.34694979060525255,"score_spread":0.3082996039518186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408537359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94770616,0.006859848,0.0062992517,0.00950956,0.01752713,0.0026401596,0.000874792,0.00008224828,0.008500864],"genre_scores_gemma":[0.99184126,0.0009391118,0.0038854715,0.00074912107,0.0005009287,0.00018899581,0.00027802185,0.000054154563,0.0015629227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99393857,0.0007035059,0.0024279875,0.00097354996,0.0013518321,0.0006045646],"domain_scores_gemma":[0.9887462,0.003347193,0.0019389926,0.0009388678,0.0048788325,0.00014989244],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014046518,0.0006539482,0.0013607916,0.001014402,0.00019928707,0.00004375713,0.0013514083,0.0007004584,0.00008446561],"category_scores_gemma":[0.002674023,0.0005023447,0.00068283296,0.00089639396,0.00064536213,0.00021366992,0.00050526584,0.0007784982,0.000002221097],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010354439,0.0025096552,0.876663,0.00346784,0.0054470785,0.000041022962,0.006007375,0.0027916948,0.01963294,0.053347938,0.016963381,0.01209263],"study_design_scores_gemma":[0.013661712,0.0008663794,0.9108161,0.0007316859,0.0015492435,0.00017399914,0.0022603183,0.007229327,0.008062897,0.002895484,0.051431533,0.0003213239],"about_ca_topic_score_codex":0.0009480752,"about_ca_topic_score_gemma":0.0004757082,"teacher_disagreement_score":0.050452452,"about_ca_system_score_codex":0.00048367266,"about_ca_system_score_gemma":0.0007869549,"threshold_uncertainty_score":0.9997428},"labels":[],"label_agreement":null},{"id":"W4408537383","doi":"10.1111/ggi.15088","title":"Chapter 3: Utilization of comprehensive geriatric assessment (<scp>CGA</scp>) in healthcare and caregiving settings by related professionals: English translation of the Japanese <scp>CGA</scp>‐based healthcare guidelines 2024","year":2025,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Shimane University","keywords":"Health professionals; Health care; Business; Political science","score_opus":0.04253487932475806,"score_gpt":0.36350404434282413,"score_spread":0.32096916501806605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408537383","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9178944,0.020763619,0.001880854,0.04486415,0.008873275,0.0021095944,0.0007665381,0.000110499386,0.0027370332],"genre_scores_gemma":[0.98762494,0.0029034752,0.0037531941,0.0019904275,0.00028473884,0.00016644299,0.00081409817,0.000060980747,0.002401717],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9942132,0.000492154,0.002516291,0.0011179004,0.0010227569,0.0006376811],"domain_scores_gemma":[0.99190396,0.0021308388,0.0016742809,0.0005498826,0.003543118,0.0001978986],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010560037,0.000613337,0.0011879895,0.0014060923,0.00021001614,0.000057572262,0.00068034197,0.00095996767,0.00004920099],"category_scores_gemma":[0.0024903994,0.0005656388,0.00027451952,0.00094464584,0.00042629323,0.00033589287,0.00034026062,0.0009379938,0.0000014267417],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045769886,0.0015598487,0.88144124,0.002805817,0.002002515,0.000072183735,0.013988384,0.0005062997,0.0049565556,0.028179156,0.04150503,0.022525247],"study_design_scores_gemma":[0.024054127,0.0012357483,0.8085309,0.0020726519,0.0011947388,0.0004724415,0.015121618,0.03268866,0.0019484981,0.0048364205,0.10709525,0.0007489399],"about_ca_topic_score_codex":0.0016110535,"about_ca_topic_score_gemma":0.000990871,"teacher_disagreement_score":0.07291035,"about_ca_system_score_codex":0.0004825051,"about_ca_system_score_gemma":0.00067130476,"threshold_uncertainty_score":0.9996795},"labels":[],"label_agreement":null},{"id":"W4408668486","doi":"10.2196/65183","title":"Association Between Sleep Duration and Cognitive Frailty in Older Chinese Adults: Prospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Cognition; Hazard ratio; Medicine; Gerontology; Odds ratio; Cognitive decline; Effects of sleep deprivation on cognitive performance; Confidence interval; Proportional hazards model; Association (psychology); Cohort study; Prospective cohort study; Psychology; Dementia; Internal medicine; Psychiatry","score_opus":0.007474634802642803,"score_gpt":0.30973808376112805,"score_spread":0.3022634489584852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408668486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910777,0.00007604717,0.00023357455,0.0011884279,0.000099895115,0.003997433,0.000012727187,0.00009343501,0.003220739],"genre_scores_gemma":[0.9974365,0.000005150328,0.00005102653,0.00018811614,0.00013341196,0.00049394264,0.000069755166,0.000016152766,0.0016059412],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985884,0.00008850967,0.00037997527,0.00041332952,0.00030841076,0.00022141739],"domain_scores_gemma":[0.9991482,0.00029810128,0.00013781522,0.0001435382,0.00021938614,0.000052970492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004102237,0.00017293118,0.00035764696,0.00024275815,0.00008256792,0.00003989559,0.00004373446,0.00010305308,0.000030141327],"category_scores_gemma":[0.00077638525,0.00015921137,0.00003378114,0.0005495161,0.000024147277,0.00020880302,0.000060365364,0.0003498476,0.000010767926],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007853468,0.00028908733,0.9843847,0.00008347353,0.00028256868,0.000015587184,0.0072695613,6.4187293e-7,0.00003472518,0.0000035815199,0.00015443006,0.0074030743],"study_design_scores_gemma":[0.006120963,0.00013360688,0.98995197,0.0006503948,0.0002119076,0.0000016663101,0.0022107898,0.00032925946,0.00012765701,0.00011648771,0.000012592369,0.00013268292],"about_ca_topic_score_codex":0.00024213504,"about_ca_topic_score_gemma":0.00039452786,"teacher_disagreement_score":0.0072703916,"about_ca_system_score_codex":0.00039691137,"about_ca_system_score_gemma":0.000042844706,"threshold_uncertainty_score":0.64924514},"labels":[],"label_agreement":null},{"id":"W4408804234","doi":"10.5498/wjp.v15.i4.103827","title":"Effects of exercise-cognitive dual-task training on elderly patients with cognitive frailty and depression","year":2025,"lang":"en","type":"article","venue":"World Journal of Psychiatry","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Cognition; Medicine; Task (project management); Cognitive training; Physical medicine and rehabilitation; Cognitive impairment; Physical therapy; Gerontology; Psychiatry","score_opus":0.008212041465808393,"score_gpt":0.2669501075613441,"score_spread":0.2587380660955357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408804234","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991842,0.0024259936,0.00035198146,0.0008894851,0.0009704521,0.0005850526,0.000015543332,0.000014021415,0.0029054927],"genre_scores_gemma":[0.9970852,0.000081438586,0.0016048218,0.00058325107,0.0001517043,0.000007782684,0.0000070319948,0.000025236985,0.0004535168],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99855566,0.00007438372,0.0004976707,0.0002276587,0.00042012305,0.00022448014],"domain_scores_gemma":[0.99817157,0.0005438671,0.0004866375,0.000110623296,0.0005169277,0.00017038953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016161813,0.00022553558,0.00057917315,0.00055352895,0.00007713997,0.000014797146,0.00006745548,0.00010703502,0.00002906009],"category_scores_gemma":[0.0003168713,0.0001638287,0.000115223076,0.00040823457,0.00013142501,0.00012901645,0.000026773527,0.0007065247,0.000002188897],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012442082,0.0020018218,0.7140343,0.0016018902,0.0009942246,0.00009587505,0.0035308807,0.000004572888,0.00033299415,0.000114362236,0.005512255,0.2593347],"study_design_scores_gemma":[0.020250617,0.0024483318,0.9249799,0.04648085,0.0012994293,0.000028532344,0.0015902412,0.0000056990243,0.0021301894,0.00047929908,0.0001236493,0.00018323922],"about_ca_topic_score_codex":0.0000069207135,"about_ca_topic_score_gemma":0.000036398425,"teacher_disagreement_score":0.2591515,"about_ca_system_score_codex":0.000027577451,"about_ca_system_score_gemma":0.0002446561,"threshold_uncertainty_score":0.6680741},"labels":[],"label_agreement":null},{"id":"W4408805477","doi":"10.17159/3210-3833/2025/vol51no1a10","title":"The need for frailty assessments and intervention as part of holistic occupational therapy practice","year":2025,"lang":"en","type":"article","venue":"South African Journal of Occupational Therapy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Occupational therapy; Intervention (counseling); Medicine; Psychotherapist; Physical therapy; Psychology; Nursing","score_opus":0.13944514924273607,"score_gpt":0.4546445194810475,"score_spread":0.31519937023831146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408805477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96256554,0.0037483675,0.023751557,0.0062317816,0.0010884439,0.0011614065,0.00017287562,0.00001841863,0.0012615969],"genre_scores_gemma":[0.99349105,0.00048116772,0.0039985166,0.000905714,0.00026736167,0.000037739654,0.00003452997,0.000016793327,0.00076710444],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99801487,0.00019159522,0.00081369886,0.00016515727,0.00063245906,0.00018222586],"domain_scores_gemma":[0.9955201,0.0015987068,0.000986178,0.0002035803,0.0015908304,0.000100597055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011891958,0.00016779892,0.00033161923,0.00021935753,0.00017905387,0.00005680017,0.00018837558,0.00007479658,0.00006554773],"category_scores_gemma":[0.0016411167,0.00011298918,0.00023884453,0.00029589405,0.00019115969,0.00022589302,0.000019913768,0.00023365743,0.0000016597108],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.17370656,0.00357853,0.3375824,0.0002742897,0.0069661466,0.000029456438,0.006558242,0.00023528568,0.003726344,0.03397723,0.020203065,0.41316244],"study_design_scores_gemma":[0.026921092,0.006582063,0.7551251,0.0007810181,0.00035015115,0.00018647264,0.00730973,0.0005113023,0.0018914999,0.01278659,0.18722853,0.00032644466],"about_ca_topic_score_codex":0.000014621792,"about_ca_topic_score_gemma":0.000002140006,"teacher_disagreement_score":0.4175427,"about_ca_system_score_codex":0.000088928915,"about_ca_system_score_gemma":0.0006838257,"threshold_uncertainty_score":0.4607565},"labels":[],"label_agreement":null},{"id":"W4408806518","doi":"10.17159/3210-3833/2025/vol55no1a10","title":"The need for frailty assessments and intervention as part of holistic occupational therapy practice","year":2025,"lang":"en","type":"article","venue":"South African Journal of Occupational Therapy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Occupational therapy; Intervention (counseling); Medicine; Gerontology; Physical therapy; Nursing","score_opus":0.13944514924273607,"score_gpt":0.4546445194810475,"score_spread":0.31519937023831146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408806518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96256554,0.0037483675,0.023751557,0.0062317816,0.0010884439,0.0011614065,0.00017287562,0.00001841863,0.0012615969],"genre_scores_gemma":[0.99349105,0.00048116772,0.0039985166,0.000905714,0.00026736167,0.000037739654,0.00003452997,0.000016793327,0.00076710444],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99801487,0.00019159522,0.00081369886,0.00016515727,0.00063245906,0.00018222586],"domain_scores_gemma":[0.9955201,0.0015987068,0.000986178,0.0002035803,0.0015908304,0.000100597055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011891958,0.00016779892,0.00033161923,0.00021935753,0.00017905387,0.00005680017,0.00018837558,0.00007479658,0.00006554773],"category_scores_gemma":[0.0016411167,0.00011298918,0.00023884453,0.00029589405,0.00019115969,0.00022589302,0.000019913768,0.00023365743,0.0000016597108],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.17370656,0.00357853,0.3375824,0.0002742897,0.0069661466,0.000029456438,0.006558242,0.00023528568,0.003726344,0.03397723,0.020203065,0.41316244],"study_design_scores_gemma":[0.026921092,0.006582063,0.7551251,0.0007810181,0.00035015115,0.00018647264,0.00730973,0.0005113023,0.0018914999,0.01278659,0.18722853,0.00032644466],"about_ca_topic_score_codex":0.000014621792,"about_ca_topic_score_gemma":0.000002140006,"teacher_disagreement_score":0.4175427,"about_ca_system_score_codex":0.000088928915,"about_ca_system_score_gemma":0.0006838257,"threshold_uncertainty_score":0.4607565},"labels":[],"label_agreement":null},{"id":"W4408819674","doi":"10.1371/journal.pone.0319943","title":"Geriatric assessment domains as predictors for clinical endpoints in older adults with cancer: Protocol for an updated systematic review","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Regina; University of Toronto; University Health Network; University of British Columbia; University of Saskatchewan","funders":"","keywords":"CINAHL; MEDLINE; Meta-analysis; Medicine; Systematic review; Protocol (science); Data extraction; Psychological intervention; Alternative medicine; Pathology; Nursing","score_opus":0.05746214240200802,"score_gpt":0.4074391013355229,"score_spread":0.3499769589335149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408819674","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.054917503,0.00067697314,0.00060952624,0.0031489136,0.00009986335,0.93938816,0.0001605553,0.00021499487,0.00078353094],"genre_scores_gemma":[0.013010208,0.00034360215,0.010203498,0.0019662422,0.00016953598,0.9719186,0.0002775796,0.00006656665,0.0020441653],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9969128,0.00021273986,0.0013661354,0.00061018515,0.0004954278,0.0004027139],"domain_scores_gemma":[0.99782854,0.00037481333,0.00039799575,0.00073704927,0.00046282413,0.00019877318],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010344079,0.0002867727,0.0015263733,0.00017933483,0.000057649457,0.000023244462,0.00022815098,0.00016214506,0.00011970764],"category_scores_gemma":[0.00085779745,0.00020910421,0.00013981308,0.00048536746,0.000053358246,0.0001269981,0.000041011648,0.0002701036,0.0000063608923],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025712652,0.009345143,0.026579684,0.94559556,0.0013174509,0.000014926117,0.00017479356,7.316737e-7,0.00006336378,0.00010562422,0.0139336875,0.00029778804],"study_design_scores_gemma":[0.04402517,0.0060006916,0.02368821,0.91672266,0.0053681503,0.00000956866,0.0001509309,0.0019727317,0.00085622823,0.00008389392,0.0006499825,0.00047179183],"about_ca_topic_score_codex":0.00005366358,"about_ca_topic_score_gemma":0.00022441792,"teacher_disagreement_score":0.041907296,"about_ca_system_score_codex":0.00031642258,"about_ca_system_score_gemma":0.0007446399,"threshold_uncertainty_score":0.85270226},"labels":[],"label_agreement":null},{"id":"W4408838906","doi":"10.38053/acmj.1646425","title":"Assessment of frailty status in non-geriatric peritoneal dialysis and hemodialysis patients","year":2025,"lang":"en","type":"article","venue":"Anatolian Current Medical Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Peritoneal dialysis; Medicine; Intensive care medicine; Dialysis; Internal medicine; Gerontology","score_opus":0.011247596029239531,"score_gpt":0.3369354290754845,"score_spread":0.325687833046245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408838906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99313545,0.0013620899,0.0008212637,0.0022949977,0.0009690767,0.00025354928,0.000018802013,0.000011595842,0.0011331973],"genre_scores_gemma":[0.99550986,0.0033979465,0.00055805355,0.0002268204,0.00018149307,0.000010602631,0.000038545455,0.000012859572,0.00006382055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99675626,0.0001542453,0.000973355,0.00031062742,0.0013242834,0.00048122514],"domain_scores_gemma":[0.998338,0.00018299278,0.00024356591,0.00024656655,0.0002716079,0.00071730715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006125928,0.00021595259,0.000764725,0.0008519436,0.00008263914,0.000033696026,0.00019281667,0.0001748227,0.00041285402],"category_scores_gemma":[0.0010508306,0.00017940707,0.00020600708,0.0009997616,0.00018963905,0.00011775563,0.0001312159,0.00107222,0.0000030756148],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004040736,0.000476065,0.69758135,0.00019337675,0.00012441009,0.00005831308,0.00018172103,0.000002284623,0.000016162088,0.000039931976,0.0021858888,0.2991001],"study_design_scores_gemma":[0.006260928,0.00013378737,0.98542404,0.00090317655,0.0002924011,0.000030753064,0.00016896779,0.0030669253,0.000051298226,0.00014794695,0.0033760646,0.00014372787],"about_ca_topic_score_codex":0.00010797809,"about_ca_topic_score_gemma":0.000103449325,"teacher_disagreement_score":0.29895636,"about_ca_system_score_codex":0.00026149108,"about_ca_system_score_gemma":0.0009862428,"threshold_uncertainty_score":0.7316008},"labels":[],"label_agreement":null},{"id":"W4408885371","doi":"10.1111/jgs.19448","title":"Cost‐Effectiveness of the Geriatrician‐Led Comprehensive Geriatric Assessment in Different Healthcare Settings: An Economic Evaluation","year":2025,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Rehabilitation; Staffing; Acute care; Health care; Population; Geriatrics; Cost effectiveness; Quality-adjusted life year; Physical therapy; Nursing; Environmental health","score_opus":0.02867128787363389,"score_gpt":0.3751731382104311,"score_spread":0.3465018503367972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408885371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864718,0.000651078,0.0004082247,0.008868509,0.0017152709,0.0017675457,0.000029188173,0.00001139781,0.000077014716],"genre_scores_gemma":[0.99685323,0.0004969931,0.0012016356,0.0010250538,0.0003224915,0.000036188678,0.000005716222,0.000027213695,0.000031453448],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956378,0.0017604555,0.0011494533,0.00030215166,0.0008008365,0.00034934146],"domain_scores_gemma":[0.99507684,0.0008578471,0.0024327168,0.0007122797,0.00080243056,0.00011788662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022983814,0.00028921195,0.0010900865,0.00021492006,0.00016476268,0.00003665164,0.0006225575,0.00011177208,0.00001178254],"category_scores_gemma":[0.0002981788,0.00017473071,0.00088227825,0.0014593937,0.00024906988,0.00013423702,0.00024080189,0.00090281205,6.369304e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017361224,0.001726731,0.8976893,0.002072306,0.0014611869,0.000008518621,0.0039914045,0.022116367,0.02156089,0.00021984735,0.009620713,0.03779664],"study_design_scores_gemma":[0.004018067,0.00048671613,0.983928,0.00037767587,0.00061294175,0.00003910217,0.0026210146,0.005850541,0.0010752752,0.0005005551,0.00033591225,0.00015417952],"about_ca_topic_score_codex":0.00038507202,"about_ca_topic_score_gemma":0.000036429137,"teacher_disagreement_score":0.08623874,"about_ca_system_score_codex":0.0031387797,"about_ca_system_score_gemma":0.0021989602,"threshold_uncertainty_score":0.82078},"labels":[],"label_agreement":null},{"id":"W4408996612","doi":"10.1186/s12890-025-03595-z","title":"The impact of frailty on clinical outcomes among individuals with COPD: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"BMC Pulmonary Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Ottawa; Jewish General Hospital","funders":"","keywords":"Medicine; COPD; Meta-analysis; MEDLINE; Observational study; Hazard ratio; Spirometry; CINAHL; Odds ratio; Internal medicine; Physical therapy; Confidence interval; Psychological intervention; Asthma; Psychiatry","score_opus":0.18454816093076845,"score_gpt":0.4684891849184649,"score_spread":0.2839410239876965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408996612","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000061060923,0.9881699,0.00002232601,0.0010927719,0.00006534156,0.009150796,0.00026495653,0.000052868854,0.0011748993],"genre_scores_gemma":[0.00009229743,0.9880311,0.00013507891,0.00068647857,0.00007750237,0.0010456416,0.00035463425,0.00006971053,0.0095075825],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99041307,0.002299829,0.004448998,0.0009798685,0.0013756546,0.00048260132],"domain_scores_gemma":[0.97878337,0.014602072,0.0029196565,0.0029225503,0.0003397197,0.0004326295],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0056234947,0.0012035352,0.027559733,0.00072353455,0.0001217785,0.000018814817,0.0007212578,0.00045433477,0.00031669808],"category_scores_gemma":[0.008819329,0.0004183109,0.00623674,0.0022524898,0.0009995969,0.00006150371,0.00019137879,0.0011472801,0.000016270465],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024069186,0.00016626387,0.007162602,0.7087682,0.27871105,0.000071143964,0.000015620786,4.0399482e-7,9.715345e-10,0.000016592305,0.0030575152,0.0020065212],"study_design_scores_gemma":[0.0004427878,0.0008996576,0.0053729326,0.251154,0.7366772,0.0001446132,0.000023171227,0.0000038446706,4.0692427e-9,0.000008432832,0.005020246,0.00025308176],"about_ca_topic_score_codex":0.00025250338,"about_ca_topic_score_gemma":0.00007324849,"teacher_disagreement_score":0.45796615,"about_ca_system_score_codex":0.00013256658,"about_ca_system_score_gemma":0.00077759754,"threshold_uncertainty_score":0.99982685},"labels":[],"label_agreement":null},{"id":"W4409042259","doi":"10.3389/fpubh.2025.1514623","title":"Association between oral health status and frailty in older adults: a systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Frontiers in Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Natural Science Foundation of Hubei Province","keywords":"Gerontology; Association (psychology); Medicine; Meta-analysis; Oral health; MEDLINE; Psychology; Family medicine; Biology; Internal medicine","score_opus":0.09932387982182973,"score_gpt":0.39709954268556596,"score_spread":0.29777566286373625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409042259","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000010313425,0.9642999,0.00052209775,0.022903543,0.00015307129,0.011239756,0.00075675675,0.000062166146,0.00006165158],"genre_scores_gemma":[0.000012489941,0.9865541,0.0024937517,0.006143637,0.000032629116,0.0012177153,0.0014886163,0.00005625544,0.0020008294],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9884084,0.0041541457,0.004001943,0.0012061559,0.00084332854,0.0013860161],"domain_scores_gemma":[0.9945724,0.0007809568,0.0025116443,0.0010046067,0.00019665119,0.0009337107],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.009006441,0.000790558,0.021871777,0.002715342,0.000100040255,0.00010108776,0.0002739031,0.0005763393,0.000054531563],"category_scores_gemma":[0.0039900434,0.000609292,0.0010656656,0.004640629,0.000061967294,0.00023194235,0.0001534619,0.0013920309,0.0000036561462],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000012426545,0.00008508903,0.0046290667,0.85490555,0.0424353,0.0000034809375,0.00035761937,2.1823848e-8,8.175319e-12,0.000008322665,0.020150315,0.07742402],"study_design_scores_gemma":[0.001452947,0.0001852016,0.003988395,0.32245505,0.4430669,0.000006946342,0.0002907974,0.000016658718,5.753609e-10,0.000025031955,0.22793068,0.00058140175],"about_ca_topic_score_codex":0.0019332091,"about_ca_topic_score_gemma":0.0013916034,"teacher_disagreement_score":0.5324505,"about_ca_system_score_codex":0.00457598,"about_ca_system_score_gemma":0.0044395253,"threshold_uncertainty_score":0.9996358},"labels":[],"label_agreement":null},{"id":"W4409054038","doi":"10.1016/j.apmr.2025.01.177","title":"Physiotherapy Resource Allocation for Reducing Progression of Frailty in Acute Care: Getting It Right Requires Measuring It Right","year":2025,"lang":"en","type":"article","venue":"Archives of Physical Medicine and Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Resource allocation; Rehabilitation; Physical medicine and rehabilitation; Physical therapy; Medicine; Resource (disambiguation); Computer science","score_opus":0.013807326028269753,"score_gpt":0.3481833337359637,"score_spread":0.334376007707694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409054038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95200574,0.0009234505,0.0016052645,0.040235963,0.000089076464,0.0017030226,0.000009619403,0.000033178523,0.0033946666],"genre_scores_gemma":[0.98789304,0.00004927723,0.01138106,0.00016717172,0.00021139803,0.000090345406,0.000055855442,0.000016186465,0.00013565268],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99849117,0.00011671544,0.000556886,0.0003589184,0.0002914015,0.00018493195],"domain_scores_gemma":[0.99599874,0.00331169,0.00021569991,0.00027951147,0.00013507757,0.000059285878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024325696,0.0001630118,0.0005205624,0.00034587656,0.00007055768,0.0000033650222,0.00009059847,0.00005555388,0.0000026445557],"category_scores_gemma":[0.001373717,0.00011749203,0.0001233213,0.00028352658,0.000547076,0.00010638072,0.000034277706,0.00015917608,1.401979e-7],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001175209,0.00044410172,0.0019634245,0.0051794513,0.00013434027,0.0000014491685,0.07362838,0.00011510436,0.64272183,0.002360593,0.0008962627,0.27137986],"study_design_scores_gemma":[0.030479604,0.024618387,0.2113048,0.12302593,0.0011645748,0.000009290248,0.03530712,0.040453773,0.45159653,0.06692514,0.014200395,0.00091447035],"about_ca_topic_score_codex":0.0000973326,"about_ca_topic_score_gemma":0.00001833632,"teacher_disagreement_score":0.27046537,"about_ca_system_score_codex":0.00003843323,"about_ca_system_score_gemma":0.00006463139,"threshold_uncertainty_score":0.47911862},"labels":[],"label_agreement":null},{"id":"W4409096651","doi":"10.37689/acta-ape/2025ao0003462i","title":"Factors related to frailty syndrome in the elderly with systemic arterial hypertension","year":2025,"lang":"en","type":"article","venue":"Acta Paulista de Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Medicine; Gerontology; Cardiology","score_opus":0.032517200712558716,"score_gpt":0.2873115877861502,"score_spread":0.2547943870735915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409096651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851478,0.0000599237,0.00009411412,0.0074277716,0.00032269608,0.0010208217,0.000016983502,0.0001399362,0.005769963],"genre_scores_gemma":[0.9954786,0.0000062896193,0.00012418983,0.0017509945,0.000029877321,0.000056480458,0.0000724123,0.000032517586,0.0024486398],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99818766,0.00017567226,0.00040519182,0.00040818925,0.0003651761,0.00045808242],"domain_scores_gemma":[0.9986164,0.000287282,0.00006850653,0.0008015076,0.000089787245,0.00013649485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029915135,0.00028613984,0.00045714292,0.00025127092,0.00009270593,0.00008420519,0.0003341085,0.00019961124,0.000082916595],"category_scores_gemma":[0.00032633953,0.0001756079,0.000073614145,0.0007447675,0.00006298572,0.0001354994,0.0000529463,0.0005108635,0.00006768032],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00516577,0.0028346383,0.30059952,0.0031487348,0.0016487594,0.027441021,0.03963042,0.00027932925,0.37590083,0.0036107646,0.22392367,0.015816556],"study_design_scores_gemma":[0.005347554,0.0013504633,0.96939385,0.0021746901,0.00028263623,0.0031619116,0.0040441323,0.00018447381,0.0012355228,0.00016512752,0.01219931,0.00046032973],"about_ca_topic_score_codex":0.00022861996,"about_ca_topic_score_gemma":0.00014321414,"teacher_disagreement_score":0.66879433,"about_ca_system_score_codex":0.00020934618,"about_ca_system_score_gemma":0.00019365859,"threshold_uncertainty_score":0.71610826},"labels":[],"label_agreement":null},{"id":"W4409096666","doi":"10.37689/acta-ape/2025ao0003462","title":"Fatores relacionados à síndrome da fragilidade em idosos com hipertensão arterial sistêmica","year":2025,"lang":"pt","type":"article","venue":"Acta Paulista de Enfermagem","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology","score_opus":0.026013695310097666,"score_gpt":0.3019694687767101,"score_spread":0.27595577346661243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409096666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.901124,0.0044128457,0.0016910424,0.054173224,0.009989118,0.0031358593,0.0011550264,0.0011264898,0.023192389],"genre_scores_gemma":[0.9391621,0.00029296256,0.0003713163,0.007900171,0.0011619863,0.00014325355,0.00070507673,0.00019398161,0.050069164],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99298984,0.00068447477,0.00163886,0.0015926374,0.0011424848,0.00195171],"domain_scores_gemma":[0.99458104,0.0010236948,0.00043626185,0.0026440013,0.00040622172,0.00090875954],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000697318,0.0012339372,0.001675225,0.00065948704,0.000540354,0.00066807796,0.0013595539,0.0011699252,0.0029440527],"category_scores_gemma":[0.0020641978,0.0012865404,0.0006073361,0.0010511185,0.0005140012,0.00051562267,0.00056444877,0.0020943326,0.0015470076],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022932077,0.0019109892,0.012989922,0.0025324589,0.00217428,0.0045735524,0.010624297,0.000020943644,0.08042782,0.0032317888,0.86755335,0.011667381],"study_design_scores_gemma":[0.025150415,0.0012913956,0.21430206,0.008278101,0.004050115,0.001125658,0.011820403,0.008695656,0.011339121,0.0015232054,0.70862436,0.0037994813],"about_ca_topic_score_codex":0.00033630538,"about_ca_topic_score_gemma":0.00016588191,"teacher_disagreement_score":0.20131215,"about_ca_system_score_codex":0.0010652903,"about_ca_system_score_gemma":0.001182139,"threshold_uncertainty_score":0.9992304},"labels":[],"label_agreement":null},{"id":"W4409226871","doi":"10.1371/journal.pmed.1004553","title":"Frailty in randomized controlled trials of glucose-lowering therapies for type 2 diabetes: An individual participant data meta-analysis of frailty prevalence, treatment efficacy, and adverse events","year":2025,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Medical Research Council","keywords":"Medicine; Adverse effect; Type 2 diabetes; Internal medicine; Clinical trial; Randomized controlled trial; Diabetes mellitus; Endocrinology","score_opus":0.39556150650291577,"score_gpt":0.4442847988154222,"score_spread":0.04872329231250644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409226871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94864386,0.041356068,0.00012256001,0.0017083355,0.00014640884,0.007297943,0.00062681263,0.00003261781,0.000065413646],"genre_scores_gemma":[0.99526423,0.0020082688,0.0008176931,0.00018924334,0.00006103356,0.0006593202,0.0006121832,0.000021883972,0.0003661205],"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9943674,0.0011368522,0.0029284162,0.0005984942,0.0006298229,0.00033900695],"domain_scores_gemma":[0.9851488,0.012093792,0.0010857895,0.0012300686,0.00028729808,0.00015428092],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008716671,0.00038844734,0.0130382115,0.0009553588,0.000036318415,0.0000040173327,0.00033959938,0.00013955196,0.00046386087],"category_scores_gemma":[0.02292485,0.0002093856,0.0009730977,0.00084187154,0.0003696438,0.00012379911,0.00010580149,0.0001244557,4.4555284e-7],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.13531733,0.0027444207,0.0076493784,0.0012116878,0.8309891,0.000006003025,0.0060888557,0.000115017196,0.012522782,0.00006759251,0.00012240735,0.003165408],"study_design_scores_gemma":[0.3447187,0.001295209,0.008994308,0.00049176085,0.63453096,2.3835176e-7,0.000403887,0.0055498877,0.0037307553,0.00010200227,0.00006168746,0.000120612225],"about_ca_topic_score_codex":0.0001525489,"about_ca_topic_score_gemma":0.0001661298,"teacher_disagreement_score":0.20940137,"about_ca_system_score_codex":0.00003212541,"about_ca_system_score_gemma":0.00018497929,"threshold_uncertainty_score":0.9853055},"labels":[],"label_agreement":null},{"id":"W4409279607","doi":"10.1016/j.biopsych.2025.02.089","title":"Visceral Adipose Tissue is Associated With Brain Age Gap Estimation","year":2025,"lang":"en","type":"article","venue":"Biological Psychiatry","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Adipose tissue; Medicine; Neuroscience; Estimation; Brain tissue; Internal medicine; Biology; Economics","score_opus":0.02880434885006877,"score_gpt":0.32183895033175924,"score_spread":0.29303460148169047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409279607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8819517,0.0008985946,0.0024715366,0.07875865,0.0010755421,0.0009665363,0.000049902388,0.0005141513,0.033313386],"genre_scores_gemma":[0.9643306,0.0000106088855,0.0072899032,0.016263725,0.0001477353,0.000028551169,0.00022504665,0.000013637026,0.011690177],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9988235,0.00007959828,0.00026587385,0.00037726466,0.00016235193,0.0002913607],"domain_scores_gemma":[0.9993257,0.00013527359,0.00007996796,0.00028778703,0.00006061629,0.00011067448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016080153,0.000195065,0.0003259052,0.0000819468,0.00008424797,0.000022742264,0.00012280789,0.00029379572,0.00035408317],"category_scores_gemma":[0.00046986828,0.0001276959,0.00007263593,0.00035780904,0.00014158014,0.00003945746,0.000038391987,0.0002810416,0.000113899456],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010742099,0.001642856,0.27614114,0.00018068784,0.0006107967,0.00015306115,0.0002680567,0.00002172667,0.003981569,0.008215896,0.6716102,0.036099862],"study_design_scores_gemma":[0.0051293005,0.0026226828,0.95820117,0.0008872335,0.00017342657,0.000047593905,0.00007338286,0.0006705302,0.0004528391,0.0107928645,0.020549119,0.00039985243],"about_ca_topic_score_codex":0.000025240017,"about_ca_topic_score_gemma":0.000043252065,"teacher_disagreement_score":0.68206006,"about_ca_system_score_codex":0.000079385325,"about_ca_system_score_gemma":0.000110217814,"threshold_uncertainty_score":0.52072877},"labels":[],"label_agreement":null},{"id":"W4409283007","doi":"10.1093/eurjpc/zwaf200","title":"Reply to: enhancing cardiac rehabilitation: addressing multidimensional aspects of frailty","year":2025,"lang":"en","type":"article","venue":"European Journal of Preventive Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Rehabilitation; Gerontology; Intensive care medicine; Physical medicine and rehabilitation; Physical therapy","score_opus":0.022911965528874638,"score_gpt":0.3136539841506655,"score_spread":0.29074201862179083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409283007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8760116,0.0035027766,0.028900424,0.006364493,0.0034064457,0.00072465034,0.00002763153,0.000035745466,0.081026204],"genre_scores_gemma":[0.9772024,0.000033491993,0.020518925,0.0007334292,0.00048772382,0.000002089552,0.0000049792866,0.000024591529,0.0009923764],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99655396,0.0016968566,0.0009691767,0.0002662076,0.0002883355,0.0002254875],"domain_scores_gemma":[0.99709284,0.00083232473,0.0004484119,0.00036032664,0.0011192845,0.00014680876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024421995,0.00016638957,0.00087390415,0.00035273875,0.000057205918,0.0000059644826,0.00015715782,0.0000422086,0.00003649057],"category_scores_gemma":[0.0050649256,0.00014615324,0.00052995415,0.0003031354,0.00017347051,0.00008444784,0.00014416654,0.00040406754,0.000023493505],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030411591,0.00040654457,0.04863875,0.0009646994,0.005172076,0.002756892,0.006261139,0.0018890752,0.6888536,0.0024805926,0.14063905,0.09889637],"study_design_scores_gemma":[0.0038283588,0.0032339091,0.8453334,0.0049022464,0.0006885771,0.00053124584,0.0012820691,0.000010020395,0.037044816,0.00052502175,0.10236453,0.00025582663],"about_ca_topic_score_codex":0.0000036328768,"about_ca_topic_score_gemma":6.9102055e-7,"teacher_disagreement_score":0.79669464,"about_ca_system_score_codex":0.0001193887,"about_ca_system_score_gemma":0.00027996645,"threshold_uncertainty_score":0.6063555},"labels":[],"label_agreement":null},{"id":"W4409319857","doi":"10.2196/64853","title":"Assessing Social Interaction and Loneliness and Their Association With Frailty Among Older Adults With Subjective Cognitive Decline or Mild Cognitive Impairment: Ecological Momentary Assessment Approach","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Loneliness; Association (psychology); Cognition; Psychology; Preprint; Gerontology; Cognitive decline; Dementia; Ecology; Clinical psychology; Medicine; Psychiatry; Biology; Disease; Psychotherapist","score_opus":0.041304847923822365,"score_gpt":0.39212974286216445,"score_spread":0.35082489493834207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409319857","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99013793,0.00022656455,0.0019639283,0.003634894,0.00009130154,0.0031808147,0.00009991243,0.00008904303,0.0005756248],"genre_scores_gemma":[0.99491686,0.00030529246,0.00073933677,0.0028530646,0.00018514639,0.00045760296,0.0003812357,0.000031310225,0.00013014808],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974341,0.0003308344,0.00049828494,0.0007793205,0.00036074463,0.00059672596],"domain_scores_gemma":[0.9977273,0.0008734157,0.00048103154,0.0000930673,0.0004566973,0.00036849323],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00065411394,0.0003996513,0.00072853104,0.00022778762,0.0006275491,0.00012568315,0.00004131147,0.0002767149,0.000017961092],"category_scores_gemma":[0.00009454088,0.00025537514,0.000034415993,0.00042053463,0.00026642054,0.00046847592,0.000090686466,0.0008442786,4.2503433e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009366498,0.0016940963,0.9464443,0.0031091508,0.00031833848,0.000025360745,0.00857048,8.1498473e-7,0.000004159735,0.000019764473,0.00019173842,0.030255344],"study_design_scores_gemma":[0.014845464,0.0024192883,0.9352227,0.0017830215,0.00038635428,0.00007209957,0.04340594,0.0015537475,0.00003065395,0.000028916447,0.000011373488,0.00024043072],"about_ca_topic_score_codex":0.00044155,"about_ca_topic_score_gemma":0.00080952985,"teacher_disagreement_score":0.034835458,"about_ca_system_score_codex":0.00067774585,"about_ca_system_score_gemma":0.00077300007,"threshold_uncertainty_score":0.99998987},"labels":[],"label_agreement":null},{"id":"W4409345380","doi":"10.21203/rs.3.rs-5551082/v1","title":"Validation of the Hospital Frailty Risk Score in China","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Tsinghua University; National Institute for Health and Care Research","keywords":"China; Medicine; Gerontology; Geography","score_opus":0.05595198145437279,"score_gpt":0.39780999516873033,"score_spread":0.34185801371435753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409345380","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98151886,0.0005942902,0.00003921576,0.0052794395,0.00047724735,0.0030022569,0.00044806208,0.000038842874,0.008601786],"genre_scores_gemma":[0.9946995,0.0004852691,0.00019404326,0.000014399132,0.00017767928,0.00018492255,0.00017339997,0.000023715284,0.0040471097],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99615985,0.0007226883,0.000471447,0.0005613452,0.0016221246,0.0004625207],"domain_scores_gemma":[0.997098,0.0003787767,0.00017213478,0.001607777,0.0006378488,0.00010546353],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0016823933,0.00021704413,0.0004653284,0.00054128014,0.000100579025,0.000035792113,0.00065771287,0.00044280718,0.00018321733],"category_scores_gemma":[0.005208237,0.00015744852,0.00025294622,0.0009327541,0.0002943644,0.000047305177,0.0017611404,0.0036498825,0.000024346898],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016971459,0.0007121024,0.9618594,0.005842811,0.00013428001,0.000040220195,0.004148817,0.00074740825,0.00018584281,0.00027629372,0.010484516,0.015398596],"study_design_scores_gemma":[0.0010924555,0.00026676813,0.9758782,0.008791413,0.000039635128,0.0000020600164,0.0003185249,0.00057118427,0.008197563,0.003940674,0.00075675367,0.00014480429],"about_ca_topic_score_codex":0.0037527056,"about_ca_topic_score_gemma":0.0002366785,"teacher_disagreement_score":0.015253792,"about_ca_system_score_codex":0.00046507808,"about_ca_system_score_gemma":0.0012193156,"threshold_uncertainty_score":0.99864876},"labels":[],"label_agreement":null},{"id":"W4409368069","doi":"10.17159/2310-3833/2025/vol55no1a10","title":"The need for frailty assessments and intervention as part of holistic occupational therapy practice","year":2025,"lang":"en","type":"article","venue":"South African Journal of Occupational Therapy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Occupational therapy; Intervention (counseling); Medicine; Psychology; Physical therapy; Nursing","score_opus":0.13944514924273607,"score_gpt":0.4546445194810475,"score_spread":0.31519937023831146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409368069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96256554,0.0037483675,0.023751557,0.0062317816,0.0010884439,0.0011614065,0.00017287562,0.00001841863,0.0012615969],"genre_scores_gemma":[0.99349105,0.00048116772,0.0039985166,0.000905714,0.00026736167,0.000037739654,0.00003452997,0.000016793327,0.00076710444],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99801487,0.00019159522,0.00081369886,0.00016515727,0.00063245906,0.00018222586],"domain_scores_gemma":[0.9955201,0.0015987068,0.000986178,0.0002035803,0.0015908304,0.000100597055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011891958,0.00016779892,0.00033161923,0.00021935753,0.00017905387,0.00005680017,0.00018837558,0.00007479658,0.00006554773],"category_scores_gemma":[0.0016411167,0.00011298918,0.00023884453,0.00029589405,0.00019115969,0.00022589302,0.000019913768,0.00023365743,0.0000016597108],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.17370656,0.00357853,0.3375824,0.0002742897,0.0069661466,0.000029456438,0.006558242,0.00023528568,0.003726344,0.03397723,0.020203065,0.41316244],"study_design_scores_gemma":[0.026921092,0.006582063,0.7551251,0.0007810181,0.00035015115,0.00018647264,0.00730973,0.0005113023,0.0018914999,0.01278659,0.18722853,0.00032644466],"about_ca_topic_score_codex":0.000014621792,"about_ca_topic_score_gemma":0.000002140006,"teacher_disagreement_score":0.4175427,"about_ca_system_score_codex":0.000088928915,"about_ca_system_score_gemma":0.0006838257,"threshold_uncertainty_score":0.4607565},"labels":[],"label_agreement":null},{"id":"W4409381326","doi":"10.2196/63700","title":"Cost-Effectiveness Analysis of a Machine Learning–Based eHealth System to Predict and Reduce Emergency Department Visits and Unscheduled Hospitalizations of Older People Living at Home: Retrospective Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"eHealth; Emergency department; Medicine; Intervention (counseling); Medical emergency; Health care; mHealth; Gerontology; Nursing; Family medicine; Psychological intervention","score_opus":0.026071678154728446,"score_gpt":0.4044853049262687,"score_spread":0.3784136267715403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409381326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99116266,0.0003412892,0.0023004774,0.00018016019,0.00005642939,0.005601418,0.00013917853,0.000041696367,0.00017669114],"genre_scores_gemma":[0.99854404,0.00005702127,0.000067704445,0.0000046506034,0.000008985433,0.0010223081,0.0000765541,0.000018860026,0.00019986364],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99655014,0.0011164674,0.0006021507,0.00044885548,0.000894154,0.00038822694],"domain_scores_gemma":[0.99721795,0.000655136,0.00020351745,0.00035930477,0.0013319857,0.00023212076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021288933,0.00020126606,0.000862427,0.0016263219,0.00031622764,0.000017702456,0.000115614836,0.0000803663,0.000051201125],"category_scores_gemma":[0.0008388159,0.00017522383,0.00009698135,0.0045491667,0.000104258084,0.00013497338,0.00034906098,0.0003463757,0.00000193025],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005405972,0.0011445404,0.965618,0.0028557917,0.0012774422,0.0000033754372,0.027136719,0.00042200883,0.00036697794,0.000073301235,0.0000646157,0.0004966014],"study_design_scores_gemma":[0.0021360242,0.0030423256,0.9460895,0.0010233757,0.0004443886,0.0000018762814,0.0060711936,0.040368367,0.00070623483,0.0000027579379,0.000006593191,0.00010736963],"about_ca_topic_score_codex":0.00047813865,"about_ca_topic_score_gemma":0.0006315128,"teacher_disagreement_score":0.03994636,"about_ca_system_score_codex":0.0007896295,"about_ca_system_score_gemma":0.00018781252,"threshold_uncertainty_score":0.71454203},"labels":[],"label_agreement":null},{"id":"W4409465871","doi":"10.1111/petr.70077","title":"Frailty in Pediatric Liver Disease May Be Associated With an Increased Incidence of Readmissions After Pediatric Liver Transplantation","year":2025,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Health Sciences Centre; Hospital for Sick Children; University of Toronto","funders":"Ashley's Angels Fund; Hospital for Sick Children; Astellas Pharma; Astellas Pharma Canada","keywords":"Medicine; Biliary atresia; Liver transplantation; Transplantation; Liver disease; Incidence (geometry); Cohort; Pediatrics; Adverse effect; Cumulative incidence; Cohort study; Prospective cohort study; Internal medicine","score_opus":0.015446459504513706,"score_gpt":0.2701866614827525,"score_spread":0.25474020197823877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409465871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9941534,0.0014783535,0.0016924515,0.0002512502,0.00016037427,0.0011539203,0.00061288726,0.00016525648,0.00033213096],"genre_scores_gemma":[0.9496674,0.04700328,0.00089921633,0.00025928402,0.00027673508,0.00017482851,0.0014572148,0.000048563565,0.00021347305],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99672204,0.00032492896,0.0008791335,0.00071984733,0.00085273036,0.0005013428],"domain_scores_gemma":[0.99775285,0.0007142913,0.00031561626,0.00043417834,0.00033367646,0.00044941902],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004320953,0.00042844084,0.000516798,0.0013366564,0.00010376525,0.000028916655,0.00022538166,0.0003010675,0.00016718404],"category_scores_gemma":[0.0003007366,0.0003986258,0.0001401102,0.0023260787,0.00007070969,0.0006463288,0.000013915741,0.00048243205,0.000013732195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044965134,0.0009382474,0.9857124,0.004975051,0.000026490847,0.0014474342,0.0018430117,0.00017087994,0.000027068823,0.000040021823,0.00014233278,0.00018053535],"study_design_scores_gemma":[0.0053585805,0.0004050145,0.987269,0.00025298682,0.005134107,0.0000353158,0.000030473835,0.0008893536,0.00017936171,0.000050803257,0.000006811777,0.00038823308],"about_ca_topic_score_codex":0.0010175903,"about_ca_topic_score_gemma":0.001730646,"teacher_disagreement_score":0.04552493,"about_ca_system_score_codex":0.00017987519,"about_ca_system_score_gemma":0.0009649486,"threshold_uncertainty_score":0.9998466},"labels":[],"label_agreement":null},{"id":"W4409493315","doi":"10.5220/0013396800003911","title":"Longitudinal Analysis of Disease Progression in the Elderly: An Approach to Mitigate the Burden of Frailty, Functional and Cognitive Decline","year":2025,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Gerontology; Cognition; Disease; Cognitive decline; Computer science; Cognitive aging; Medicine; Dementia; Psychiatry","score_opus":0.03729677760076501,"score_gpt":0.3403360171532426,"score_spread":0.3030392395524776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409493315","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98320115,0.0002687444,0.0030931921,0.007867259,0.00001825027,0.00076391693,0.000041823503,0.000011816545,0.0047338665],"genre_scores_gemma":[0.9981916,0.0000066105877,0.00042170068,0.00031269318,0.000040476967,0.00007079413,0.00012830217,0.000004962275,0.0008228361],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99881625,0.00011467289,0.00029764074,0.0002588245,0.0003835133,0.00012912106],"domain_scores_gemma":[0.99902046,0.00031927455,0.00006782384,0.0002982188,0.00020547355,0.00008877248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040229,0.00011177901,0.00028934889,0.00028922985,0.000047763206,0.000013581698,0.00012588793,0.000042237967,0.00010537393],"category_scores_gemma":[0.0003126646,0.00005667114,0.000090260975,0.0012214414,0.00020651225,0.000052367308,0.000096338816,0.00013204926,0.0000012460208],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0041344096,0.0019733089,0.87875974,0.00039518852,0.0021734675,0.000015888245,0.0037457687,0.0014150634,0.00053824956,0.0019124296,0.001348575,0.103587896],"study_design_scores_gemma":[0.0012288449,0.0003936388,0.9800439,0.00022912334,0.0020644348,0.0000022596007,0.002420409,0.013015635,0.00020672337,0.00021823839,0.00011449501,0.00006228809],"about_ca_topic_score_codex":0.00028203242,"about_ca_topic_score_gemma":0.00014124314,"teacher_disagreement_score":0.1035256,"about_ca_system_score_codex":0.000011610043,"about_ca_system_score_gemma":0.00008685799,"threshold_uncertainty_score":0.23109819},"labels":[],"label_agreement":null},{"id":"W4409592048","doi":"10.1177/21514593251332875","title":"Deciphering the Interplay of Frailty, Age, and Gender in Orthopedic Surgical Outcomes Among the Elderly: Insights From a Prospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"Geriatric Orthopaedic Surgery & Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Orthopedic surgery; Gerontology; Prospective cohort study; Cohort; Geriatrics; Population; Psychological intervention; Cohort study; Health care; Frailty Index; Physical therapy; Internal medicine; Surgery; Environmental health","score_opus":0.011846647297852442,"score_gpt":0.289306890688883,"score_spread":0.27746024339103054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409592048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99301714,0.0012018172,0.000083578394,0.00085763825,0.00073735334,0.003392909,0.000009007385,0.00007222655,0.0006283215],"genre_scores_gemma":[0.99869984,0.0000887314,0.00014911703,0.00007669739,0.00011315988,0.00057620945,0.000026973885,0.000030015884,0.00023925088],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961983,0.000822045,0.0012325798,0.0006918469,0.0007305234,0.00032468842],"domain_scores_gemma":[0.98667765,0.011908179,0.0003033014,0.0007829699,0.00023356575,0.00009435066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019640026,0.00033299706,0.0009141431,0.0005117832,0.0001578355,0.00004668783,0.00016872435,0.00016689562,0.00006548905],"category_scores_gemma":[0.0040678075,0.00019801174,0.00033390464,0.0016210154,0.00048894016,0.00020290806,0.00018354999,0.00052267447,0.0000034178545],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028234225,0.00045957995,0.96626323,0.00010837599,0.00032223543,0.000104414816,0.00832253,0.000019558005,0.000009347507,0.000045204644,0.00027827508,0.023784894],"study_design_scores_gemma":[0.0019724008,0.0003550164,0.9913759,0.00017318314,0.0003229656,0.000007917006,0.003986663,0.00009368132,0.000004130627,0.0012124771,0.00032941307,0.00016622184],"about_ca_topic_score_codex":0.001636167,"about_ca_topic_score_gemma":0.0022851045,"teacher_disagreement_score":0.025112687,"about_ca_system_score_codex":0.00017234191,"about_ca_system_score_gemma":0.00026441965,"threshold_uncertainty_score":0.8074684},"labels":[],"label_agreement":null},{"id":"W4409628251","doi":"10.1101/2025.04.19.25326113","title":"The impact of outdoor walking interventions on frailty among older adults with mobility limitations: findings from the Getting Older Adults Outdoors (GO-OUT) study","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Toronto","funders":"","keywords":"Psychological intervention; Gerontology; Psychology; Physical medicine and rehabilitation; Medicine; Psychiatry","score_opus":0.0438293647669174,"score_gpt":0.3382020633207034,"score_spread":0.294372698553786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409628251","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9864347,0.00074974104,0.0003197955,0.001593079,0.0010244994,0.008395707,0.00049005274,0.00023423013,0.0007581953],"genre_scores_gemma":[0.99580646,0.00009427614,0.00036615692,0.00013120059,0.00026754886,0.0012610432,0.000276109,0.00010692886,0.0016902834],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9934625,0.000847882,0.0019130927,0.00162396,0.0013526501,0.00079994206],"domain_scores_gemma":[0.9894068,0.004837073,0.0011790993,0.0033229643,0.0009998876,0.00025416844],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0020116745,0.0010066461,0.0013323752,0.00030586598,0.0006171214,0.00020885444,0.0014464576,0.00047050367,0.00017685836],"category_scores_gemma":[0.005819948,0.0005524588,0.0013722505,0.0005671291,0.00056700193,0.0001622706,0.0010514257,0.0028179209,0.00004039532],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011746614,0.0026995298,0.9140317,0.00082153885,0.0023247944,0.00003678714,0.060200572,0.00038033343,0.000012434335,0.000008128434,0.0016693211,0.016640216],"study_design_scores_gemma":[0.004937533,0.00095260894,0.9468639,0.027868286,0.0009482224,0.000003382691,0.016555557,0.0010782741,0.00019529232,0.000099458586,0.000017851771,0.0004796164],"about_ca_topic_score_codex":0.0037970152,"about_ca_topic_score_gemma":0.007854181,"teacher_disagreement_score":0.043645013,"about_ca_system_score_codex":0.0005303483,"about_ca_system_score_gemma":0.0004858051,"threshold_uncertainty_score":0.9996927},"labels":[],"label_agreement":null},{"id":"W4409653314","doi":"10.1093/ageing/afaf093","title":"What can we learn from 68 000 clinical frailty scale scores? Evaluating the utility of frailty assessment in emergency departments","year":2025,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Intraclass correlation; Interquartile range; Emergency department; Logistic regression; Confounding; Predictive validity; Proportional hazards model; Emergency medicine; Demography; Internal medicine; Psychometrics; Psychiatry; Clinical psychology","score_opus":0.10048035335229095,"score_gpt":0.43130206196562754,"score_spread":0.3308217086133366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409653314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99131995,0.0020488657,0.00014416367,0.0031154053,0.0007138751,0.00056200585,0.000019451674,0.000026585956,0.0020496778],"genre_scores_gemma":[0.9950335,0.002077339,0.00078402756,0.00045559608,0.00010979594,0.000029155328,0.000045041626,0.000012957672,0.0014525775],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99768317,0.00034926258,0.0008407896,0.0004533154,0.0003835417,0.0002899053],"domain_scores_gemma":[0.9986501,0.00047550665,0.00017475334,0.00053154584,0.00007289585,0.00009519879],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010483065,0.00018152416,0.00046383118,0.00006957363,0.00013098607,0.000043820568,0.000174441,0.00012951605,0.0004671332],"category_scores_gemma":[0.0005043701,0.00013419136,0.00012181044,0.00027482666,0.00014605363,0.00017052706,0.00021649267,0.00058666465,0.000004433911],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009319865,0.00026859718,0.6466494,0.00013924175,0.00013195981,0.0003675961,0.0015650267,0.000006056489,0.0014981044,0.000009247774,0.0010921364,0.34817943],"study_design_scores_gemma":[0.0016941134,0.00018067835,0.987493,0.0009739469,0.00013919611,0.0000014114804,0.0013393777,0.0048014894,0.00037421152,0.001956503,0.00093659025,0.00010947766],"about_ca_topic_score_codex":0.0023851693,"about_ca_topic_score_gemma":0.004456161,"teacher_disagreement_score":0.34806994,"about_ca_system_score_codex":0.000044279815,"about_ca_system_score_gemma":0.0001473107,"threshold_uncertainty_score":0.5472165},"labels":[],"label_agreement":null},{"id":"W4409656005","doi":"10.2196/62942","title":"Machine Learning Models for Frailty Classification of Older Adults in Northern Thailand: Model Development and Validation Study","year":2025,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Logistic regression; Random forest; Machine learning; Artificial intelligence; Receiver operating characteristic; Support vector machine; Multilayer perceptron; Computer science; Gradient boosting; Cross-validation; Medicine; Anthropometry; Artificial neural network","score_opus":0.04481223152258198,"score_gpt":0.31955381464653854,"score_spread":0.2747415831239566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409656005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95842963,0.00011825525,0.038965534,0.00032901578,0.000025529147,0.0016071738,0.000002769881,0.000041747502,0.0004803661],"genre_scores_gemma":[0.9956937,0.0000060623292,0.0030229334,0.00003749497,0.000010339134,0.00030799143,0.00007352397,0.000016055674,0.0008319117],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999029,0.000030034944,0.0003518704,0.00027610108,0.00016642814,0.00014657411],"domain_scores_gemma":[0.99952465,0.00007057583,0.000098910314,0.00015712596,0.00011576035,0.00003297508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026963328,0.00011884635,0.00022480394,0.00021985733,0.00005865649,0.00001200383,0.000055023793,0.000053122563,0.0000020488815],"category_scores_gemma":[0.000056321383,0.00011131873,0.000024569033,0.00016583284,0.000015253087,0.00011242737,0.000040482973,0.00015085716,6.13619e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002907757,0.0006114216,0.8664291,0.00064636336,0.0000608546,0.0000019144377,0.02716405,0.017662304,0.0009424922,0.00010428215,0.000031277013,0.08605516],"study_design_scores_gemma":[0.0038618767,0.00005952018,0.31925339,0.00060318294,0.000026876458,8.9617345e-7,0.0017098092,0.6732909,0.0008952814,0.00017101743,0.000036031866,0.000091206086],"about_ca_topic_score_codex":0.00007327481,"about_ca_topic_score_gemma":0.00048324428,"teacher_disagreement_score":0.6556286,"about_ca_system_score_codex":0.00009149408,"about_ca_system_score_gemma":0.00008919087,"threshold_uncertainty_score":0.45394462},"labels":[],"label_agreement":null},{"id":"W4409670499","doi":"10.1016/j.cjco.2025.04.011","title":"Association of Frailty With Readmissions and Outcomes After Impella Mechanical Circulatory Support","year":2025,"lang":"en","type":"article","venue":"CJC Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"London Health Sciences Centre; Western University","funders":"National Heart, Lung, and Blood Institute; National Institute on Aging; National Institutes of Health; Johns Hopkins University; Patient-Centered Outcomes Research Institute","keywords":"Impella; Medicine; Circulatory system; Association (psychology); Ventricular assist device; Internal medicine; Heart failure; Psychology","score_opus":0.018490326539873397,"score_gpt":0.32211951565642727,"score_spread":0.3036291891165539,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409670499","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9460426,0.00007399854,0.0001308602,0.0145497015,0.00016847075,0.001077162,0.00003670741,0.000039145314,0.037881337],"genre_scores_gemma":[0.95522994,0.000011116431,0.0008893924,0.0012920224,0.000013432475,0.000031200485,0.000014979536,0.00001099501,0.042506933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921215,0.000032042084,0.00021230214,0.00020554617,0.00019786843,0.00014009252],"domain_scores_gemma":[0.9992784,0.00011993128,0.000079143014,0.00031071587,0.00010329915,0.00010846051],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002529346,0.00009559066,0.00037434837,0.000054531814,0.000030624444,0.000021375055,0.00011727193,0.00011119502,0.0005258446],"category_scores_gemma":[0.00036276135,0.00006988222,0.00003706811,0.00011617954,0.000028812847,0.00008402871,0.00017832787,0.00013384865,0.000015933354],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025169054,0.00014316638,0.96370494,0.00011525408,0.00033957782,0.000033519955,0.0002841264,2.8458297e-7,0.0022686473,0.00054849184,0.029483704,0.00282659],"study_design_scores_gemma":[0.0030296845,0.00016293194,0.97358966,0.0002790012,0.00026417384,0.000013328739,0.00012954795,0.000022705408,0.0026078871,0.0004670411,0.019327445,0.00010659565],"about_ca_topic_score_codex":0.00007981788,"about_ca_topic_score_gemma":0.000088504064,"teacher_disagreement_score":0.0132576795,"about_ca_system_score_codex":0.00008912059,"about_ca_system_score_gemma":0.00023949554,"threshold_uncertainty_score":0.5757629},"labels":[],"label_agreement":null},{"id":"W4409686513","doi":"10.1111/ajag.70023","title":"Modifiable factors associated with frailty in older Australians in retirement living: A partial proportional odds model","year":2025,"lang":"en","type":"article","venue":"Australasian Journal on Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Odds; Medicine; Gerontology; Odds ratio; Respondent; Demography; Health and Retirement Study; Successful aging; Quality of life (healthcare); Logistic regression; Internal medicine; Psychiatry","score_opus":0.05880323597792286,"score_gpt":0.32053195150255925,"score_spread":0.2617287155246364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409686513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99259865,0.000010746553,0.0008399611,0.0035420877,0.0001728898,0.00054107304,0.000007913884,0.000049774168,0.0022369225],"genre_scores_gemma":[0.9902176,0.00000536737,0.00034215636,0.00024306274,0.00006176305,0.00002428031,0.000018655357,0.000034246852,0.009052824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972078,0.00012077456,0.0008173223,0.0004053356,0.0007006454,0.0007480951],"domain_scores_gemma":[0.99901986,0.000102402206,0.00025672858,0.00024584282,0.000114005095,0.0002611774],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005705581,0.00033301517,0.0005084328,0.0006025719,0.00015088257,0.00012068131,0.0001765965,0.00022999875,0.00029688588],"category_scores_gemma":[0.0004443929,0.00027267623,0.00012498128,0.00069795345,0.00010717915,0.0002706993,0.000031781317,0.0015207693,0.000006362327],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003200935,0.0018936645,0.8798165,0.00012431716,0.000274304,0.002945387,0.0030315735,0.10582267,0.0014840568,0.0005753719,0.0027601072,0.000951969],"study_design_scores_gemma":[0.0041175173,0.00051794224,0.9630941,0.008025873,0.000092229326,0.000048353457,0.00077877654,0.0214918,0.0011898199,0.0002178661,0.0001011935,0.00032452858],"about_ca_topic_score_codex":0.00009639694,"about_ca_topic_score_gemma":0.0002936581,"teacher_disagreement_score":0.084330864,"about_ca_system_score_codex":0.0010161136,"about_ca_system_score_gemma":0.000648449,"threshold_uncertainty_score":0.9999725},"labels":[],"label_agreement":null},{"id":"W4409704766","doi":"10.1186/s12877-025-05937-2","title":"Mediating effect of social participation in the association between cognitive frailty and health-related quality of life among hospitalized older adults: a cross-sectional study in Xi’an, China","year":2025,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Fundamental Research Funds for the Central Universities; Social Science Foundation of Shaanxi Province","keywords":"Medicine; Cross-sectional study; Gerontology; Quality of life (healthcare); Rehabilitation; Association (psychology); Cognition; Health related quality of life; China; Social support; Psychiatry; Physical therapy; Psychology; Internal medicine; Nursing","score_opus":0.03940312012987831,"score_gpt":0.3954435052779181,"score_spread":0.3560403851480398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409704766","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969443,0.00010499036,0.00007586483,0.00017529937,0.00013424679,0.0024049755,0.000068970636,0.00002292268,0.00006840348],"genre_scores_gemma":[0.9995006,0.0000058899004,0.00003761185,0.000032634085,0.0000842368,0.00014693229,0.0001661968,0.000011359437,0.000014586686],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956613,0.0016639483,0.001497018,0.00030678167,0.0006267788,0.0002441672],"domain_scores_gemma":[0.9964532,0.002150703,0.0009680845,0.00013703378,0.00023442696,0.00005649664],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006556305,0.00016008285,0.0007198955,0.00025295978,0.00009132073,0.00002294117,0.00008836838,0.00023591206,0.000008529979],"category_scores_gemma":[0.00851587,0.00013352993,0.0000830902,0.0010213715,0.00007037304,0.00014604996,0.00004653402,0.00036044748,5.0913593e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00057565153,0.0005713557,0.98030096,0.00060304004,0.000087477034,5.948442e-7,0.017180849,0.000012154006,0.0000052333176,0.000016188222,0.000010284041,0.0006362032],"study_design_scores_gemma":[0.014983074,0.0007072462,0.9824368,0.00012755406,0.00010236546,1.0542381e-7,0.001210609,0.00025965297,0.000033377728,0.00004845731,1.4476291e-7,0.0000906322],"about_ca_topic_score_codex":0.005026201,"about_ca_topic_score_gemma":0.002086856,"teacher_disagreement_score":0.01597024,"about_ca_system_score_codex":0.00025838614,"about_ca_system_score_gemma":0.00025738048,"threshold_uncertainty_score":0.99983585},"labels":[],"label_agreement":null},{"id":"W4409873050","doi":"10.53490/egehemsire.1327798","title":"Yaşlılarda Düşme Riski, Düşme Davranışları Ve Kırılganlık Düzeyinin Değerlendirilmesi: Bir Huzurevi Örneği","year":2025,"lang":"tr","type":"article","venue":"Ege Üniversitesi Hemşirelik Fakültesi Dergisi","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.010979690955467343,"score_gpt":0.2641820483058575,"score_spread":0.25320235735039015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409873050","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30094242,0.20104831,0.0071833483,0.061239623,0.025828198,0.014634145,0.003792597,0.005804445,0.3795269],"genre_scores_gemma":[0.66085887,0.011659337,0.007751144,0.009516293,0.0032142496,0.00015871837,0.0013538142,0.0007911467,0.30469644],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98393553,0.0009538882,0.0030228817,0.0046039727,0.003024908,0.0044588144],"domain_scores_gemma":[0.98781943,0.0025809244,0.0013362998,0.004357189,0.0018034637,0.002102711],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0017399775,0.0032298716,0.004062483,0.0030000163,0.0018953348,0.0006305829,0.0033457354,0.0025745493,0.0070000733],"category_scores_gemma":[0.0026201776,0.0036675865,0.0022131188,0.005577974,0.0014790265,0.0017649719,0.0019857434,0.0042080097,0.011817712],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022753945,0.0025678636,0.057949197,0.0032363397,0.00464829,0.0055563943,0.0037312137,0.00019435254,0.0062462487,0.0043562753,0.88602114,0.023217307],"study_design_scores_gemma":[0.022115873,0.0016968439,0.030244187,0.007641933,0.006708179,0.00048433605,0.0059128413,0.002929517,0.0144603085,0.0009070387,0.90254295,0.0043559736],"about_ca_topic_score_codex":0.0012325195,"about_ca_topic_score_gemma":0.0003737355,"teacher_disagreement_score":0.35991645,"about_ca_system_score_codex":0.0028108966,"about_ca_system_score_gemma":0.0026666569,"threshold_uncertainty_score":0.9994041},"labels":[],"label_agreement":null},{"id":"W4409909915","doi":"10.1590/0102-311xen041624","title":"Exploring frailty in Brazil: an analysis of the ELSI-Brazil survey","year":2025,"lang":"en","type":"article","venue":"Cadernos de Saúde Pública","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Gerontology; Frailty Index; Health care; Medicine; Logistic regression; Population; Public health; Demography; Environmental health","score_opus":0.10678115878093528,"score_gpt":0.35696643144520185,"score_spread":0.2501852726642666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409909915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883613,0.00021506815,0.00029502128,0.0058713243,0.00020048018,0.0003773791,0.000068059235,0.00007632217,0.004535036],"genre_scores_gemma":[0.9959663,0.000081944854,0.00019694128,0.0019088958,0.00005176592,0.00006295152,0.000069086695,0.000026651127,0.0016354743],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977895,0.00034426933,0.00057111616,0.00045757488,0.00039169405,0.0004458352],"domain_scores_gemma":[0.997892,0.0004776381,0.00013027515,0.0011611815,0.00017666006,0.00016221136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007839878,0.0002179235,0.0006430293,0.00079676375,0.00007455805,0.000025212008,0.0005048794,0.00017482271,0.00018019874],"category_scores_gemma":[0.0017380422,0.00017642873,0.00026511052,0.0038235248,0.00017222663,0.00020309184,0.00016798182,0.00054738455,0.000011944981],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000112433234,0.00024017919,0.98313344,0.00009082925,0.0005276809,0.000011233344,0.0011358829,0.00031857047,0.0032494445,0.00035214928,0.0016739261,0.009154238],"study_design_scores_gemma":[0.0010278317,0.00005469443,0.98293823,0.0001803041,0.00051727396,0.0000038121625,0.00022183706,0.002934787,0.0068476847,0.0000784483,0.0050500133,0.00014509558],"about_ca_topic_score_codex":0.0023249416,"about_ca_topic_score_gemma":0.0055908062,"teacher_disagreement_score":0.0090091415,"about_ca_system_score_codex":0.00025078098,"about_ca_system_score_gemma":0.00028551454,"threshold_uncertainty_score":0.7194555},"labels":[],"label_agreement":null},{"id":"W4410015421","doi":"10.1016/j.jgo.2025.102238","title":"Strengthening interprofessional and interdisciplinary collaboration in geriatric oncology initiatives: An adapted World Café at the 2024 International Society of Geriatric Oncology (SIOG) Annual Conference, a joint initiative of the SIOG Nursing, Allied Health, and Scientists Interest Group and the Canadian Association of Nurses in Oncology (CANO) Oncology and Aging Special Interest Group","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Princess Margaret Cancer Centre; Canadian Centre for Applied Research in Cancer Control; Ontario Tech University; University of Calgary","funders":"Canadian Institutes of Health Research; Fonds National de la Recherche Luxembourg; Louisiana State University; Health Research","keywords":"Geriatric oncology; Medicine; Nursing; Family medicine; Oncology; Internal medicine; Cancer","score_opus":0.027211737344178703,"score_gpt":0.37305823011669464,"score_spread":0.34584649277251595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410015421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93229836,0.0017544123,0.000045074903,0.05566813,0.004643201,0.0015096931,0.0001660252,0.00000680529,0.0039082807],"genre_scores_gemma":[0.99497277,0.0018412741,0.0012514592,0.0009356265,0.0005592296,0.0000512614,0.000045447297,0.000023244216,0.00031969455],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9926891,0.0031723077,0.0026429186,0.0005423779,0.0004149842,0.00053833757],"domain_scores_gemma":[0.99067694,0.004044897,0.003821219,0.0002385317,0.00093037484,0.00028803834],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0045314752,0.0003827017,0.0018886279,0.0019459535,0.00034031944,0.000044626267,0.00044078197,0.0006086435,0.000093609335],"category_scores_gemma":[0.0012742676,0.00026071817,0.00017574299,0.0017200701,0.0021309596,0.00044068912,0.00077937235,0.0016239077,3.6753704e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.030568674,0.0052651647,0.1587548,0.0008964736,0.0020096947,0.00028252564,0.35276848,0.000063239255,0.004374115,0.009739439,0.03918951,0.39608788],"study_design_scores_gemma":[0.046618145,0.020908894,0.6851346,0.0033746473,0.0010112058,0.0014016164,0.20041318,0.003457658,0.00018047627,0.005946452,0.030949164,0.0006039826],"about_ca_topic_score_codex":0.002631236,"about_ca_topic_score_gemma":0.44515795,"teacher_disagreement_score":0.52637976,"about_ca_system_score_codex":0.007580038,"about_ca_system_score_gemma":0.009229205,"threshold_uncertainty_score":0.9999845},"labels":[],"label_agreement":null},{"id":"W4410033151","doi":"10.1007/s41999-025-01212-0","title":"Validation of the hospital frailty risk score in China","year":2025,"lang":"en","type":"article","venue":"European Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Tsinghua University; National Institute for Health and Care Research","keywords":"Medicine; Logistic regression; Observational study; Retrospective cohort study; Odds ratio; Demography; Relative risk; Emergency medicine; Confidence interval; Internal medicine","score_opus":0.012135290589344665,"score_gpt":0.2567277308944835,"score_spread":0.2445924403051388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410033151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.921769,0.0006905211,0.00026194873,0.007463951,0.0011895021,0.0006425491,0.0000074959,0.000049251572,0.067925744],"genre_scores_gemma":[0.9940662,0.00020276857,0.00017639024,0.00030510564,0.00043221648,0.0000045841466,0.000020936719,0.000024743358,0.004767095],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99816304,0.00034538697,0.0006068453,0.00029464607,0.00037937635,0.00021068813],"domain_scores_gemma":[0.9987519,0.00012097081,0.00026565662,0.0006987346,0.00009189477,0.000070855036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009148657,0.00017383115,0.00037057797,0.00028542345,0.000056007993,0.000004707471,0.00028484527,0.00004735609,0.00022440155],"category_scores_gemma":[0.002510606,0.00010786194,0.00008682158,0.0012995339,0.00018672933,0.000046579415,0.00013798974,0.00040517256,0.00003344884],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018839806,0.00041483497,0.8734131,0.00047644667,0.00012133628,0.000106312276,0.0047639827,0.00008137745,0.0040088813,0.00034322398,0.065571986,0.050510112],"study_design_scores_gemma":[0.0036863636,0.00030738374,0.98841935,0.0007771898,0.00016847109,0.000009622839,0.0001303816,0.00006290975,0.0016438591,0.00018039627,0.004524666,0.0000893773],"about_ca_topic_score_codex":0.00024157831,"about_ca_topic_score_gemma":0.000006963213,"teacher_disagreement_score":0.115006275,"about_ca_system_score_codex":0.000071662,"about_ca_system_score_gemma":0.000092559145,"threshold_uncertainty_score":0.4398482},"labels":[],"label_agreement":null},{"id":"W4410064209","doi":"10.1016/j.jamda.2025.105611","title":"Days at Home for Older Adults Receiving a Remote Monitoring Intervention Compared with Usual Home Care Recipients","year":2025,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Occupational Cancer Research Centre; McMaster University; Women's College Hospital; University Health Network; Toronto General Hospital; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Institut canadien d'information sur la santé; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Toronto Grace Health Centre","keywords":"Medicine; Propensity score matching; Cohort; Rate ratio; Limiting; Physical therapy; Confidence interval; Emergency medicine; Gerontology; Internal medicine","score_opus":0.008668871312369202,"score_gpt":0.2992142817931664,"score_spread":0.2905454104807972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410064209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923635,0.0003702354,0.00076421845,0.0034695072,0.002442461,0.00043210931,0.000013065654,0.00003560213,0.00010927012],"genre_scores_gemma":[0.99685,0.00011977807,0.0010305673,0.00026220232,0.0005699322,0.0000087300905,0.000013846849,0.000028279832,0.0011166324],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969791,0.00026575386,0.0007429611,0.00022521266,0.0014516398,0.00033532895],"domain_scores_gemma":[0.99634105,0.0006825283,0.0016789641,0.00023454103,0.00084370974,0.00021923028],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009468046,0.00019003557,0.00068584766,0.00021132911,0.00017028883,0.000032306016,0.00030091024,0.0001139566,0.000024858782],"category_scores_gemma":[0.004399976,0.00012664995,0.00037972096,0.00065690797,0.00009745265,0.00011834388,0.00010029566,0.00052510755,0.000001998862],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014756175,0.0001737496,0.8509717,0.00018215206,0.0005123263,0.000010931669,0.0017761077,0.000012382437,0.0002667298,6.7449105e-7,0.0048590507,0.13975856],"study_design_scores_gemma":[0.0055548563,0.0005254979,0.98216337,0.0077396687,0.00037504308,0.000030227133,0.0010687129,0.00038826588,0.0012741553,0.000014970679,0.0007321011,0.00013311645],"about_ca_topic_score_codex":0.000310963,"about_ca_topic_score_gemma":0.00012134625,"teacher_disagreement_score":0.13962545,"about_ca_system_score_codex":0.003041856,"about_ca_system_score_gemma":0.0002244541,"threshold_uncertainty_score":0.7954347},"labels":[],"label_agreement":null},{"id":"W4410118249","doi":"10.1159/000546250","title":"Decoding Precision Aging: The Intersection of Cognitive Decline, Frailty, and Hormonal Biomarkers","year":2025,"lang":"en","type":"article","venue":"Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Montreal Cognitive Assessment; Cognition; Cognitive decline; Cohort; Population; Psychology; Gerontology; Effects of sleep deprivation on cognitive performance; Cognitive test; Successful aging; Dementia; Medicine; Cognitive impairment; Internal medicine; Disease; Psychiatry","score_opus":0.038972712178238174,"score_gpt":0.3492678536580264,"score_spread":0.3102951414797882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410118249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9670458,0.0012516583,0.0119897425,0.005626595,0.00043884767,0.00032666605,0.000005427809,0.00003006019,0.013285193],"genre_scores_gemma":[0.9978873,0.000049892256,0.0007209138,0.0005646192,0.000037075668,0.000014489387,0.000011239767,0.0000059516906,0.0007085215],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99923676,0.00006981032,0.00023876336,0.00020312985,0.00009822367,0.00015329511],"domain_scores_gemma":[0.99886,0.00077214243,0.000077381796,0.00014307667,0.000110949695,0.000036469333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023065621,0.00009523735,0.00021630811,0.00010166592,0.00005953868,0.0000069606904,0.00007100721,0.000105398445,0.000051493207],"category_scores_gemma":[0.0007905203,0.000068716596,0.00004903283,0.00013277253,0.00025302175,0.00004261082,0.000118623444,0.00014586333,0.0000041772073],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001509352,0.00013980197,0.16357239,0.0001297215,0.00059181434,0.000023885741,0.0023393144,0.0000010054669,0.006855221,0.001669753,0.0065442566,0.8166235],"study_design_scores_gemma":[0.0034571777,0.0005608962,0.9781776,0.0006420212,0.00029611762,0.00025045127,0.0022670277,0.0016822588,0.0072396304,0.0033496486,0.001960715,0.000116459116],"about_ca_topic_score_codex":0.00016121066,"about_ca_topic_score_gemma":0.00053450454,"teacher_disagreement_score":0.81650704,"about_ca_system_score_codex":0.00004754939,"about_ca_system_score_gemma":0.00006192969,"threshold_uncertainty_score":0.28021812},"labels":[],"label_agreement":null},{"id":"W4410118258","doi":"10.1159/000546227","title":"A 20-s Video-Based Assessment of Cognitive Frailty: Results from a Cohort Study within the Precision Aging Network","year":2025,"lang":"en","type":"article","venue":"Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Montreal Cognitive Assessment; Cognition; Receiver operating characteristic; Cohort; Medicine; Physical medicine and rehabilitation; Cognitive decline; Gerontology; Psychology; Physical therapy; Cognitive impairment; Internal medicine; Dementia; Psychiatry","score_opus":0.03916707933387458,"score_gpt":0.3667587191290851,"score_spread":0.3275916397952105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410118258","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9649214,0.00046436634,0.011716739,0.0063482784,0.0010241045,0.003075716,0.00010097784,0.00009462967,0.012253769],"genre_scores_gemma":[0.994015,0.0000047760136,0.0025435113,0.0014395678,0.0001438452,0.00019490541,0.00017056167,0.000017839146,0.0014700344],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99726856,0.0005648186,0.0008009355,0.00060873205,0.00041454087,0.00034244003],"domain_scores_gemma":[0.99498796,0.0035217006,0.00034199835,0.0007888886,0.000287952,0.00007149336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001236297,0.00023024733,0.0007172079,0.000104478306,0.00012896463,0.00001570775,0.00024398662,0.00016385433,0.00008156183],"category_scores_gemma":[0.0015765048,0.00016412218,0.00010075793,0.00033301435,0.00021721577,0.000042631596,0.00014211035,0.0004729759,0.000010332896],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027232121,0.0011302944,0.9646293,0.000040215462,0.0012799515,0.00013988386,0.0034315584,0.0010334838,0.00019633827,0.00018877727,0.013322225,0.011884773],"study_design_scores_gemma":[0.009872969,0.0009666233,0.97628653,0.00091317506,0.0007778513,0.0000067707715,0.0018915549,0.00775048,0.0002631207,0.0006672891,0.0004620146,0.00014162036],"about_ca_topic_score_codex":0.00185752,"about_ca_topic_score_gemma":0.005625399,"teacher_disagreement_score":0.029093541,"about_ca_system_score_codex":0.00013842844,"about_ca_system_score_gemma":0.00047253002,"threshold_uncertainty_score":0.6692708},"labels":[],"label_agreement":null},{"id":"W4410141208","doi":"10.1101/2025.05.06.25327023","title":"The Cambridge Centre for Ageing and Neuroscience (Cam-CAN) longitudinal study protocol: Phase 4 (“Enrichment”) and Phase 5 (“Rescan”)","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"Medical Research Council; Directorate for Biological Sciences; European Commission; Biotechnology and Biological Sciences Research Council; Guarantors of Brain; National Institute for Health and Care Research; NIHR Cambridge Biomedical Research Centre; Wellcome Trust","keywords":"Ageing; Phase (matter); Neuroscience; Psychology; Protocol (science); Computational neuroscience; Cognitive science; Medicine; Physics; Internal medicine; Alternative medicine","score_opus":0.0572454726470044,"score_gpt":0.38970942274050197,"score_spread":0.33246395009349755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410141208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7782949,0.00024868408,0.0008824001,0.005563596,0.00092348177,0.21306558,0.00030224284,0.0001659388,0.00055315753],"genre_scores_gemma":[0.8939001,0.00008371388,0.000385585,0.0005579833,0.00036472862,0.09723229,0.00003755311,0.000061915205,0.0073761162],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966637,0.00016774435,0.0006348266,0.0012850629,0.0005616304,0.0006870513],"domain_scores_gemma":[0.99774605,0.00040233205,0.00029588077,0.00100646,0.00021282797,0.00033647282],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00097127934,0.00052942894,0.0006615036,0.00018509055,0.0005793462,0.00027879464,0.00043363386,0.00014307453,0.0000071754866],"category_scores_gemma":[0.0009027643,0.00037689816,0.00011941554,0.0002601626,0.00037415832,0.000078918936,0.0011124897,0.0007259786,0.0000011129166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060610953,0.010123155,0.7885965,0.0072802342,0.00061045605,0.0016836431,0.004348592,0.000033122655,0.0039122025,0.00031560703,0.017298745,0.15973665],"study_design_scores_gemma":[0.13569286,0.01137819,0.5653705,0.0043865438,0.0027200226,0.00036704403,0.0025922738,0.019940779,0.004021796,0.00041898905,0.25066802,0.0024429606],"about_ca_topic_score_codex":0.00014465256,"about_ca_topic_score_gemma":0.000227783,"teacher_disagreement_score":0.23336928,"about_ca_system_score_codex":0.00010022605,"about_ca_system_score_gemma":0.0003436051,"threshold_uncertainty_score":0.9998683},"labels":[],"label_agreement":null},{"id":"W4410187338","doi":"10.1017/s1463423625000337","title":"Capturing factors associated with frailty using routinely collected electronic medical record data in British Columbia, Canada, primary care settings","year":2025,"lang":"en","type":"article","venue":"Primary Health Care Research & Development","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medical diagnosis; Context (archaeology); Coding (social sciences); Primary care; Diagnosis code; Medical record; Medical classification; Computer science; Electronic medical record; Medicine; Family medicine; Medical emergency; Nursing; Statistics; Geography","score_opus":0.04951887138910953,"score_gpt":0.34619209464314277,"score_spread":0.2966732232540332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410187338","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98318076,0.0073312847,0.000044685738,0.00412141,0.00022993026,0.0027973715,0.0002783909,0.00014249081,0.0018736824],"genre_scores_gemma":[0.97912794,0.0006053769,0.0025361294,0.0052900906,0.00008046329,0.0001717612,0.010444869,0.000118306234,0.0016250648],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9900873,0.0007781552,0.0012868148,0.0013643012,0.0038785455,0.0026049356],"domain_scores_gemma":[0.9956653,0.00083017175,0.00023214452,0.0009530935,0.0014140706,0.00090520846],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002703525,0.00034009063,0.0011232552,0.00043548504,0.00094555574,0.00019760302,0.000971115,0.0003377863,0.00011725315],"category_scores_gemma":[0.0027487257,0.00045691288,0.00004380797,0.0025325934,0.00019364386,0.00018897417,0.0011644092,0.0027615805,0.0000014892247],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00021617342,0.0002781743,0.8053311,0.006295446,0.0004275091,0.00087647553,0.0051666372,0.0000040954023,0.000027319533,0.0000010045927,0.06079062,0.120585434],"study_design_scores_gemma":[0.0038325188,0.00021517917,0.94280535,0.007742614,0.00002660362,0.000036570447,0.004278683,0.00006699887,0.000041320436,0.0000036485403,0.040531818,0.00041868052],"about_ca_topic_score_codex":0.91839254,"about_ca_topic_score_gemma":0.9978905,"teacher_disagreement_score":0.15851352,"about_ca_system_score_codex":0.05565827,"about_ca_system_score_gemma":0.21417178,"threshold_uncertainty_score":0.9997883},"labels":[],"label_agreement":null},{"id":"W4410269181","doi":"10.1164/ajrccm.2025.211.abstracts.a1179","title":"Impact of Frailty on Mortality and Discharge Outcomes in Critically Ill Patients: A Systematic Review and Meta-analysis","year":2025,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Kingston Health Sciences Centre; University of Toronto; Hôpital du Sacré-Cœur de Montréal; Western University; Université de Montréal; Université Laval; University of Alberta; McMaster University; Queen's University","funders":"","keywords":"Medicine; Critically ill; Meta-analysis; Intensive care medicine; Critical illness; MEDLINE; Internal medicine","score_opus":0.08806557465705354,"score_gpt":0.44599532985784995,"score_spread":0.3579297552007964,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410269181","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015690628,0.9956393,0.000022376993,0.001244829,0.000034961988,0.0011364662,0.00026429057,0.0000056459608,0.00008306254],"genre_scores_gemma":[0.024439368,0.96849996,0.0000760439,0.006819596,0.000040914016,0.000057462606,0.00001707368,0.000029022809,0.000020550533],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9944629,0.0011959502,0.0027585544,0.00045334443,0.00081758783,0.0003116529],"domain_scores_gemma":[0.9923681,0.0034382013,0.00087163085,0.00056887435,0.002168816,0.00058439287],"candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0012556629,0.0006135525,0.015880428,0.0008754171,0.000039056456,0.00001421491,0.00018015825,0.00014340159,0.00010065245],"category_scores_gemma":[0.027668772,0.0003111321,0.0017158219,0.0009643339,0.0014149689,0.00009296739,0.00007717737,0.0008562723,3.8589783e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041428255,0.00025996868,0.009582168,0.92536205,0.047597017,0.00015966076,0.00017668873,3.6258903e-8,9.983635e-8,0.00011121061,0.000088488654,0.016621187],"study_design_scores_gemma":[0.00082057953,0.0074618733,0.007844118,0.15917696,0.82319814,0.00007390947,0.00043661502,2.4846213e-7,8.67416e-8,0.000015723615,0.00069957395,0.0002721636],"about_ca_topic_score_codex":0.0000702585,"about_ca_topic_score_gemma":0.000014989592,"teacher_disagreement_score":0.77560115,"about_ca_system_score_codex":0.0001325551,"about_ca_system_score_gemma":0.00030284573,"threshold_uncertainty_score":0.9999341},"labels":[],"label_agreement":null},{"id":"W4410269198","doi":"10.1164/ajrccm.2025.211.abstracts.a1548","title":"The Prevalence of Frailty in Critically Ill Patients: A Systematic Review and Meta-analysis","year":2025,"lang":"en","type":"review","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Kingston Health Sciences Centre; Hamilton Health Sciences; University of Toronto; Hôpital du Sacré-Cœur de Montréal; Western University; Université de Montréal; Université Laval; University of Alberta; McMaster University; Queen's University","funders":"","keywords":"Medicine; Critically ill; Meta-analysis; Intensive care medicine; MEDLINE; Critical illness; Internal medicine","score_opus":0.053017444772224316,"score_gpt":0.3908697343591645,"score_spread":0.3378522895869402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410269198","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012695701,0.9952641,0.000044262015,0.0032299752,0.000051968676,0.0011766817,0.00008502385,0.0000047860194,0.00013051373],"genre_scores_gemma":[0.0008155783,0.9908832,0.000112886286,0.007955282,0.000046420442,0.00007782059,0.0000036434312,0.000020199623,0.00008500836],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99381477,0.001592086,0.0030237066,0.00037478414,0.0008881201,0.00030651595],"domain_scores_gemma":[0.9873643,0.0063745794,0.0009965833,0.0006539225,0.0042275577,0.0003830757],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0019755296,0.00046147415,0.010778423,0.0005600214,0.00006745747,0.0000147085175,0.000355143,0.00012157034,0.00007945995],"category_scores_gemma":[0.04542403,0.00022087013,0.0012494778,0.0013760244,0.0023463317,0.00007445021,0.000096877644,0.00089397765,5.2327397e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002059685,0.000055286255,0.00009065613,0.94638497,0.0133166695,0.0000778655,0.00011409945,1.2720246e-8,3.579927e-8,0.00013105266,0.00014549377,0.03966328],"study_design_scores_gemma":[0.0003322975,0.002590368,0.00009225383,0.23556438,0.7435378,0.00009601922,0.0006259856,1.6283238e-7,1.1388597e-7,0.000015528774,0.01699158,0.00015353334],"about_ca_topic_score_codex":0.0000109694,"about_ca_topic_score_gemma":0.000007887926,"teacher_disagreement_score":0.7302211,"about_ca_system_score_codex":0.00008884525,"about_ca_system_score_gemma":0.00038499726,"threshold_uncertainty_score":0.96261674},"labels":[],"label_agreement":null},{"id":"W4410292993","doi":"10.2196/64372","title":"Identifying Optimal Wearable Devices for Monitoring Mobility in Hospitalized Older Adults: Feasibility, Acceptability, and Validity Study","year":2025,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Impact; Population Health Research Institute; McMaster University","funders":"","keywords":"Intraclass correlation; Wearable computer; Medicine; Observational study; Physical therapy; Usability; Physical medicine and rehabilitation; Activity tracker; Concurrent validity; Physical activity; Patient satisfaction; Computer science; Nursing","score_opus":0.04731785001785192,"score_gpt":0.3884292762155418,"score_spread":0.34111142619768986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410292993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911302,0.00068240333,0.0004008561,0.00043238618,0.0004532002,0.0063785347,0.000008896857,0.00017201461,0.0003415239],"genre_scores_gemma":[0.99561197,0.000020879572,0.0029789598,0.000050302653,0.000106954656,0.00093772385,0.000006261072,0.000028681374,0.0002582661],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99736464,0.00015253996,0.0006623701,0.0009642829,0.0003370086,0.000519144],"domain_scores_gemma":[0.99845487,0.00039482152,0.00010739233,0.00070464256,0.00020884183,0.00012941555],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013661596,0.0002987917,0.00063554436,0.0002479789,0.00018626609,0.000151882,0.00022110195,0.000121156234,0.000049506118],"category_scores_gemma":[0.0005541625,0.0002967213,0.00013433446,0.0004953876,0.00009917471,0.00046233684,0.00036359756,0.00036642596,0.0000025482125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000304682,0.0014559984,0.9839867,0.0019560563,0.000052252777,0.000011764597,0.003856442,0.00001198096,0.00018060583,0.000003744324,0.00004103474,0.008138739],"study_design_scores_gemma":[0.0075313034,0.00022687342,0.9799218,0.0015471735,0.000094457755,0.0000041282733,0.008551464,0.00062207226,0.001059734,0.00018420839,0.000030542134,0.00022622968],"about_ca_topic_score_codex":0.00058766414,"about_ca_topic_score_gemma":0.00019841972,"teacher_disagreement_score":0.007912509,"about_ca_system_score_codex":0.00038237375,"about_ca_system_score_gemma":0.00010148437,"threshold_uncertainty_score":0.9999485},"labels":[],"label_agreement":null},{"id":"W4410348004","doi":"10.1111/jgs.19508","title":"Frailty Burden and Efficacy of Initial Invasive Strategy in Chronic Coronary Disease: The <scp>ISCHEMIA</scp> Trials","year":2025,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Heart, Lung, and Blood Institute; National Institute on Aging; American Heart Association","keywords":"Medicine; Internal medicine; Myocardial infarction; Angina; Clinical trial; Canadian Cardiovascular Society; Disease; Heart failure; Physical therapy; Cardiology","score_opus":0.032550364884695315,"score_gpt":0.3485914008120832,"score_spread":0.31604103592738786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410348004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863263,0.006520067,0.00009926533,0.005863839,0.00027731844,0.00054753554,0.000035697474,0.0000087867265,0.00032123527],"genre_scores_gemma":[0.9930493,0.004594118,0.0003620917,0.0007427293,0.00086687296,0.0000071300424,0.00000323149,0.000020219346,0.00035427464],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9974299,0.00042778623,0.0010748497,0.00019754747,0.00057555427,0.0002943277],"domain_scores_gemma":[0.9932727,0.004091038,0.0017519702,0.0004464435,0.00028060118,0.00015721441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016701792,0.00021654002,0.000981351,0.00009699816,0.00010474043,0.000033989203,0.0004899634,0.0000872255,0.000012143745],"category_scores_gemma":[0.0054612956,0.00012575042,0.0007272102,0.0010780295,0.00074702903,0.000099205776,0.00023915402,0.0008206693,9.0110734e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034084478,0.0016961475,0.1995389,0.0028635254,0.00775191,0.00041666764,0.020238962,0.010511322,0.1924768,0.00058797124,0.36296675,0.19754261],"study_design_scores_gemma":[0.014745582,0.0014448373,0.95188695,0.0010531457,0.0023005796,0.00020076682,0.011129844,0.0006819412,0.0074913674,0.001409436,0.0074843937,0.00017113167],"about_ca_topic_score_codex":0.00015624751,"about_ca_topic_score_gemma":0.000011943189,"teacher_disagreement_score":0.75234807,"about_ca_system_score_codex":0.0004227752,"about_ca_system_score_gemma":0.0026784707,"threshold_uncertainty_score":0.6538076},"labels":[],"label_agreement":null},{"id":"W4410348331","doi":"10.1016/j.jamda.2025.105620","title":"Are the Recommended Levels of Moderate-to-Vigorous Aerobic Activity and Resistance Training Inversely Associated with Frailty and Mortality?","year":2025,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"Canadian Frailty Network","keywords":"Medicine; Hazard ratio; Proportional hazards model; Gerontology; National Health and Nutrition Examination Survey; Demography; Observational study; National Death Index; Physical activity; Analysis of variance; Frailty Index; Body mass index; Physical therapy; Internal medicine; Population; Confidence interval; Environmental health","score_opus":0.039069539340215384,"score_gpt":0.3123937758232058,"score_spread":0.2733242364829904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410348331","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9660431,0.00008648982,0.00017633605,0.033007648,0.00017227093,0.00020636979,0.00001888401,0.000013190925,0.000275682],"genre_scores_gemma":[0.9962669,0.000065674714,0.00020142115,0.0029005068,0.0000613513,0.0000040638374,6.8201206e-7,0.000012358999,0.00048706675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997597,0.0005686123,0.00044262302,0.00015933784,0.0010136107,0.0002188126],"domain_scores_gemma":[0.9959934,0.0013406096,0.0019558065,0.00017902892,0.00035449624,0.0001766889],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001869719,0.00014723054,0.0006944208,0.00009586557,0.0001385315,0.000025717185,0.00017144164,0.00009405606,0.000009184306],"category_scores_gemma":[0.012860682,0.00008284031,0.00009414937,0.00067724125,0.00023051978,0.000092411785,0.00006192415,0.0006294215,1.3471559e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000917218,0.00026660517,0.95448923,0.00008069872,0.0019819718,0.000026601803,0.0030342862,0.000022647371,0.002851661,0.000035432968,0.007675243,0.028618429],"study_design_scores_gemma":[0.0012858617,0.00016786077,0.99498713,0.0010532121,0.00032368733,0.000009302341,0.0007712643,0.00022188663,0.000715322,0.00020827408,0.0001750709,0.00008115208],"about_ca_topic_score_codex":0.00021304666,"about_ca_topic_score_gemma":0.0013890584,"teacher_disagreement_score":0.0404979,"about_ca_system_score_codex":0.00048425805,"about_ca_system_score_gemma":0.0003523415,"threshold_uncertainty_score":0.99545443},"labels":[],"label_agreement":null},{"id":"W4410354623","doi":"10.2196/65636","title":"Frailty, Fitness, and Quality of Life Outcomes of a Healthy and Productive Aging Program (GrandMove) for Older Adults With Frailty or Prefrailty: Cluster Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Randomized controlled trial; Medicine; Gerontology; Physical therapy; Aerobic exercise; Quality of life (healthcare); Population; Psychological intervention; Internal medicine","score_opus":0.031113984742265878,"score_gpt":0.37252233201196433,"score_spread":0.34140834726969843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410354623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9472721,0.0012925089,0.0012564494,0.007917879,0.00024904558,0.04160945,0.000041750718,0.00012825307,0.0002325603],"genre_scores_gemma":[0.9848683,0.00006779006,0.005388064,0.00085443386,0.00014489738,0.006884126,0.000033298194,0.000048977006,0.001710105],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9960552,0.00046914603,0.0017039513,0.00077767763,0.000514139,0.0004798751],"domain_scores_gemma":[0.9943325,0.0033622899,0.000938879,0.00055527745,0.0006068699,0.0002041715],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021444983,0.00046525552,0.0040471437,0.0003221591,0.00013037631,0.00004467818,0.00013658142,0.0001843467,0.000019176661],"category_scores_gemma":[0.0043746624,0.00028167435,0.00035500695,0.0003547363,0.0006002078,0.00020127908,0.00012513515,0.00031801415,1.9228149e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.95597136,0.0009395243,0.013171129,0.005419459,0.0014012771,0.0000019422184,0.0046412926,0.0000027491888,0.00007653979,0.0000738163,0.00044136168,0.017859569],"study_design_scores_gemma":[0.9567731,0.001473058,0.03612519,0.0022599204,0.00067496893,0.000004283744,0.001118659,0.0007504039,0.0002473105,0.00009552268,0.00019657129,0.00028101617],"about_ca_topic_score_codex":0.0003320138,"about_ca_topic_score_gemma":0.00018377253,"teacher_disagreement_score":0.037596207,"about_ca_system_score_codex":0.000050318875,"about_ca_system_score_gemma":0.0005179723,"threshold_uncertainty_score":0.9999635},"labels":[],"label_agreement":null},{"id":"W4410397266","doi":"10.1111/opn.70030","title":"Diagnostic Accuracy of Self‐Reported Tools for Frailty Assessment in Older Adults With Cancer: A Diagnostic Meta‐Analysis","year":2025,"lang":"en","type":"review","venue":"International Journal of Older People Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Moderation; Gerontology; MEDLINE; Cancer; Internal medicine; Psychology","score_opus":0.060200762143103194,"score_gpt":0.42640908406399863,"score_spread":0.3662083219208954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410397266","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008383972,0.9804778,0.011327863,0.0020804224,0.0014235083,0.0031696835,0.0005053412,0.000029448665,0.00014751451],"genre_scores_gemma":[0.028021736,0.96411383,0.005977925,0.00012630754,0.00045785875,0.00062598055,0.0004688895,0.00008294038,0.00012453007],"study_design_codex":"design_other","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9941836,0.0002260475,0.0029477181,0.0005963474,0.0016123228,0.00043396014],"domain_scores_gemma":[0.97384894,0.0191033,0.0038085687,0.0004935333,0.00253056,0.00021507074],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000677136,0.0006784818,0.00511995,0.0023230126,0.000047338013,0.00013277629,0.00074160425,0.0003174232,0.00033105304],"category_scores_gemma":[0.006414374,0.00050329755,0.0027738793,0.0015025451,0.00008124157,0.0004950554,0.00006600858,0.0009719556,0.0000010055575],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030317056,0.0030383857,0.00364355,0.020262135,0.27573892,0.0008379345,0.00327752,0.0005683998,7.238639e-7,0.000050143983,0.0013596156,0.6909195],"study_design_scores_gemma":[0.008017636,0.00062614784,0.048167996,0.25189707,0.6735121,0.0014411771,0.00046404102,0.00032110687,0.000019409254,0.00005518645,0.014685219,0.0007929076],"about_ca_topic_score_codex":0.00029558945,"about_ca_topic_score_gemma":0.000566514,"teacher_disagreement_score":0.6901266,"about_ca_system_score_codex":0.0013722733,"about_ca_system_score_gemma":0.0036008428,"threshold_uncertainty_score":0.99974185},"labels":[],"label_agreement":null},{"id":"W4410405216","doi":"10.1093/eurheartjsupp/suaf076.273","title":"FRAILTY MEETS NURSING COMPLEXITY: EXPLORING THEIR IMPACT ON HOSPITAL LENGTH OF STAY IN HEART FAILURE PATIENTS","year":2025,"lang":"en","type":"article","venue":"European Heart Journal Supplements","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Heart failure; Nursing; Intensive care medicine; Gerontology; Cardiology","score_opus":0.08202970239542365,"score_gpt":0.3520217785844819,"score_spread":0.2699920761890583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410405216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9887492,0.00009465496,0.00003282074,0.0080691185,0.0007170402,0.0006226392,0.00013973063,0.00003657514,0.0015382025],"genre_scores_gemma":[0.9969204,0.000037004622,0.0020706833,0.00048014804,0.00022612313,0.00000527312,0.00008646222,0.00006244425,0.000111469744],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99690825,0.0004704236,0.0009215738,0.00036347876,0.00067785784,0.0006584049],"domain_scores_gemma":[0.9987214,0.000120647484,0.00019762566,0.00044316935,0.00022040412,0.0002967304],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00072023843,0.000368607,0.0006338648,0.00054160535,0.0001808721,0.00006508569,0.0002447669,0.00004488781,0.0005590289],"category_scores_gemma":[0.00022997076,0.00028469128,0.00030226962,0.00040361518,0.00011454151,0.00032425715,0.000114828836,0.0008405238,0.000060496815],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040496956,0.0018585093,0.88590944,0.0000675086,0.00024406065,0.00007213395,0.00263019,0.000046490815,0.0010365611,0.000037708385,0.09971952,0.007972928],"study_design_scores_gemma":[0.0058431267,0.0021105374,0.9411751,0.0027720507,0.000044024753,0.000037573234,0.00086626434,0.00003764897,0.0033871692,0.00012387139,0.04337287,0.00022975878],"about_ca_topic_score_codex":0.00005200127,"about_ca_topic_score_gemma":0.000015647365,"teacher_disagreement_score":0.056346647,"about_ca_system_score_codex":0.0005204397,"about_ca_system_score_gemma":0.00011849169,"threshold_uncertainty_score":0.99996054},"labels":[],"label_agreement":null},{"id":"W4410417733","doi":"10.2196/65898","title":"Machine Learning for Predicting Postoperative Functional Disability and Mortality Among Older Patients With Cancer: Retrospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Receiver operating characteristic; Retrospective cohort study; Logistic regression; Cancer; Population; Cohort; Odds ratio; Physical therapy; Internal medicine","score_opus":0.009938040440581468,"score_gpt":0.297132787162341,"score_spread":0.28719474672175954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410417733","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99414665,0.0000502614,0.00045698474,0.00034476822,0.00016616272,0.004238033,0.000043449323,0.00011211525,0.00044160543],"genre_scores_gemma":[0.9979138,0.0000025513355,0.00007720237,0.00010579166,0.00007492463,0.00091771333,0.00010658585,0.000021425289,0.0007800502],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99854267,0.00006842503,0.00025247133,0.0005620482,0.0003403393,0.00023404557],"domain_scores_gemma":[0.99914855,0.00012943265,0.00009584928,0.00021342248,0.00033476658,0.00007798369],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029567082,0.00019640716,0.00036454154,0.000052958218,0.00032776973,0.000038068883,0.0000423948,0.00004803448,0.00005081099],"category_scores_gemma":[0.00021274245,0.00015604756,0.00004298543,0.00021141117,0.0001788286,0.0001809401,0.00007187495,0.0003723701,3.091485e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019714877,0.0004648424,0.9961045,0.00011478366,0.00039370195,0.000001971649,0.0014296117,0.000100962614,0.000010398702,0.000010862858,0.00008076183,0.0010904609],"study_design_scores_gemma":[0.004377624,0.0004426836,0.98982775,0.00029661547,0.0002520689,8.2719794e-7,0.0007017889,0.003898774,0.000025311027,0.000016283857,0.000023162405,0.00013710765],"about_ca_topic_score_codex":0.0011814676,"about_ca_topic_score_gemma":0.00087343226,"teacher_disagreement_score":0.0062767398,"about_ca_system_score_codex":0.00041347352,"about_ca_system_score_gemma":0.00005992545,"threshold_uncertainty_score":0.63634354},"labels":[],"label_agreement":null},{"id":"W4410419655","doi":"10.1016/j.jgo.2025.102259","title":"Living with and beyond cancer: What older adults tell us about healthy aging","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Saskatchewan; BC Cancer Agency; University of British Columbia; University of British Columbia Hospital","funders":"Canadian Cancer Society; Association canadienne des infirmières en oncologie; Health Research; Canadian Association of Nurses in Oncology","keywords":"Medicine; Gerontology; Healthy aging","score_opus":0.00675931210130896,"score_gpt":0.30953081028975554,"score_spread":0.30277149818844656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410419655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93889517,0.039344832,0.00021813362,0.017720832,0.0018242762,0.00032370552,0.0000017018117,0.000018920633,0.0016524025],"genre_scores_gemma":[0.9586808,0.028535848,0.003943339,0.006603063,0.0010330523,0.000011654568,9.914875e-7,0.000027558988,0.0011636829],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99837667,0.00012264749,0.0006533877,0.0002289652,0.00025769245,0.00036064186],"domain_scores_gemma":[0.9981175,0.00051910203,0.0005520287,0.00017546731,0.0003908688,0.0002450177],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053089287,0.00018197969,0.0007164604,0.00048073288,0.00009683292,0.0000502578,0.00012426157,0.00017746905,0.00013176362],"category_scores_gemma":[0.0001509383,0.00013698083,0.00008055732,0.00044994682,0.000099985315,0.0003340279,0.00006757162,0.00059871085,0.0000035043754],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002242356,0.0007181249,0.41584402,0.0012309432,0.00055077364,0.00075019134,0.0051231394,0.00005554289,0.00029791606,0.000040418407,0.018319262,0.55482733],"study_design_scores_gemma":[0.014513896,0.0061520613,0.90241534,0.00545722,0.0009092711,0.0045046085,0.0040477333,0.00019203794,0.00015289435,0.000042641994,0.061319955,0.00029232932],"about_ca_topic_score_codex":0.00013528495,"about_ca_topic_score_gemma":0.0002446907,"teacher_disagreement_score":0.554535,"about_ca_system_score_codex":0.00049496314,"about_ca_system_score_gemma":0.0014058114,"threshold_uncertainty_score":0.55859166},"labels":[],"label_agreement":null},{"id":"W4410435969","doi":"10.1007/s40520-025-03061-0","title":"The role of comprehensive geriatric assessment in older patients affected by knee osteoarthritis: an exploratory randomized controlled trial","year":2025,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"European Geriatric Medicine Society; Universitätsklinikum Köln; Università degli Studi di Palermo","keywords":"WOMAC; Medicine; Osteoarthritis; Physical therapy; Randomized controlled trial; Quality of life (healthcare); Psychological intervention; Activities of daily living; Clinical endpoint; Adverse effect; Internal medicine; Alternative medicine","score_opus":0.03314465968947696,"score_gpt":0.4361196670271603,"score_spread":0.4029750073376834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410435969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98296976,0.008506247,0.0000026435519,0.00037844438,0.00038382548,0.0063119894,0.00000503273,0.00002191781,0.0014201652],"genre_scores_gemma":[0.9976428,0.00037846618,0.000051568775,0.00012325373,0.00008602409,0.0012411831,0.000030582953,0.000014972588,0.00043115055],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9943913,0.0029429935,0.0011505741,0.00041561798,0.00070154195,0.00039793484],"domain_scores_gemma":[0.99310726,0.0059343944,0.00012889731,0.00033338714,0.00031574737,0.00018032393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035185611,0.0001676966,0.0012584898,0.00019152764,0.00018421105,0.00005910532,0.00015512356,0.00013450164,0.000028270952],"category_scores_gemma":[0.0013726802,0.00010821591,0.00022027493,0.00033788488,0.0009004642,0.00010156352,0.00022988103,0.00070775684,0.0000035735666],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9526897,0.0039927335,0.011776443,0.000041453743,0.0002552532,0.000009964349,0.00077013473,3.806745e-7,0.0051128226,0.0002271517,0.0009352458,0.024188705],"study_design_scores_gemma":[0.98108464,0.002992134,0.007434644,0.00024563126,0.00003978392,4.5179175e-7,0.0043732524,0.00040146257,0.0027477092,0.00019152062,0.00039258448,0.00009619614],"about_ca_topic_score_codex":0.000121614576,"about_ca_topic_score_gemma":0.000016571288,"teacher_disagreement_score":0.028394917,"about_ca_system_score_codex":0.00007047569,"about_ca_system_score_gemma":0.00023015802,"threshold_uncertainty_score":0.44129166},"labels":[],"label_agreement":null},{"id":"W4410474988","doi":"10.1093/gerona/glaf111","title":"Foundations and Strategic Vision of the Canadian Translational Geroscience Network","year":2025,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; Université de Moncton; McGill University; Western University; Dalhousie University; University of Toronto; McMaster University; Université du Québec à Montréal; Queen's University; Canadian Respiratory Research Network; McGill University Health Centre","funders":"National Institute on Aging; Canadian Frailty Network; McGill University","keywords":"Milestone; Excellence; Transformative learning; Translational research; Health care; Population ageing; Multidisciplinary approach; Political science; Population health; Psychological intervention; Public relations; Best practice; Gerontology; Library science; Population; Medicine; Sociology; Nursing","score_opus":0.05545518266013343,"score_gpt":0.3492616922593126,"score_spread":0.29380650959917914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410474988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8225769,0.002821516,0.00016597199,0.15784822,0.00044484157,0.0003184305,0.000013376899,0.0000062777162,0.015804492],"genre_scores_gemma":[0.9978127,0.00013512965,0.0005051909,0.0005010901,0.000032463777,0.0000024579213,0.000001033798,0.0000027547349,0.0010071923],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99927986,0.00008410304,0.00025962142,0.00007810777,0.00013975213,0.00015858145],"domain_scores_gemma":[0.99933654,0.00013658797,0.00012415613,0.00020098034,0.00014944034,0.00005229807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003944065,0.00006248958,0.00017545043,0.000054684282,0.00032087968,0.000014648689,0.00016006261,0.0000627502,0.00009784458],"category_scores_gemma":[0.000086659646,0.000035158406,0.000045194553,0.00022741876,0.0007522662,0.00008568976,0.000021315438,0.00016660862,4.559166e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012984244,0.0002603349,0.39203328,0.0004186293,0.00080353906,0.000018562134,0.008544727,0.002254601,0.025602495,0.53433746,0.016314324,0.018113649],"study_design_scores_gemma":[0.0006608142,0.00023766022,0.9216104,0.00035856632,0.00012974835,0.00028508733,0.0005988829,0.00038591714,0.0004806027,0.07235651,0.0028352018,0.00006060057],"about_ca_topic_score_codex":0.006186439,"about_ca_topic_score_gemma":0.33034602,"teacher_disagreement_score":0.52957714,"about_ca_system_score_codex":0.000027437824,"about_ca_system_score_gemma":0.00063088804,"threshold_uncertainty_score":0.9352087},"labels":[],"label_agreement":null},{"id":"W4410518455","doi":"10.1093/ageing/afaf129","title":"A systematic review and meta-analysis of air pollution and increased risk of frailty","year":2025,"lang":"en","type":"review","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Meta-analysis; Environmental health; Medicine; Checklist; Systematic review; Air pollution; Odds ratio; Confidence interval; Publication bias; Air quality index; Public health; Gerontology; MEDLINE; Geography; Psychology; Meteorology","score_opus":0.052627958006769365,"score_gpt":0.33998271015194226,"score_spread":0.2873547521451729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410518455","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000058075053,0.99782103,0.00003771237,0.00007865051,0.0000066157904,0.0016084132,0.00022519904,0.000011327354,0.00015296477],"genre_scores_gemma":[0.0012378648,0.9975766,0.00019947226,0.00024270188,0.000006953697,0.000072021314,0.00007620642,0.000011912533,0.0005762913],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99786586,0.00044775207,0.0010673885,0.0003160393,0.0001896805,0.00011327717],"domain_scores_gemma":[0.9978863,0.0006084082,0.0008892355,0.00046612512,0.00007104071,0.00007890137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075312494,0.000287857,0.0083890855,0.0003993831,0.00003776168,0.000008220139,0.00006603871,0.00014202097,0.000027253674],"category_scores_gemma":[0.0013424206,0.00017872409,0.0010075456,0.00073693326,0.00008012097,0.00004162044,0.00008670647,0.00019604758,4.0971125e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000011311905,0.000014606834,0.000002024121,0.8964205,0.09191069,0.00014020353,0.000044946115,6.0181286e-8,4.915636e-7,0.00001185948,0.000046455567,0.0114070615],"study_design_scores_gemma":[0.00012115172,0.000030440635,0.00014293032,0.20946473,0.7880722,0.000020004067,0.0000118058915,0.0000051001257,4.2575084e-7,0.000008499595,0.0020251211,0.00009756742],"about_ca_topic_score_codex":0.00049746194,"about_ca_topic_score_gemma":0.000060376886,"teacher_disagreement_score":0.69616157,"about_ca_system_score_codex":0.00001596108,"about_ca_system_score_gemma":0.00005486862,"threshold_uncertainty_score":0.7288157},"labels":[],"label_agreement":null},{"id":"W4410518645","doi":"10.1177/17474930251345295","title":"Frailty and stroke: Global implications for assessment, research, and clinical care—A WSO scientific statement","year":2025,"lang":"en","type":"review","venue":"International Journal of Stroke","topic":"Frailty in Older Adults","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"NIHR Cambridge Biomedical Research Centre; National Institute for Health and Care Research; Stroke Association; Heart and Stroke Foundation of Canada","keywords":"Medicine; Stroke (engine); Clinical trial; Population; Rehabilitation; Gerontology; Disease; Physical therapy; Environmental health; Pathology","score_opus":0.269635577747811,"score_gpt":0.5900253749106588,"score_spread":0.32038979716284777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410518645","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007459539,0.98237,0.0017338996,0.0035420703,0.0027697585,0.00143427,0.005692005,0.00001356303,0.0016984676],"genre_scores_gemma":[0.00082927983,0.9878103,0.0065303054,0.00006100507,0.0008031146,0.000054342287,0.00028568401,0.000020397876,0.0036055418],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99642974,0.00017651296,0.001644114,0.00045851554,0.0009974319,0.000293705],"domain_scores_gemma":[0.99368715,0.0012755003,0.0008161604,0.0003131539,0.0036019261,0.00030613173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019134958,0.00025134193,0.0010937407,0.0005962493,0.00016420193,0.00034018478,0.0005488708,0.00022481363,0.000022881108],"category_scores_gemma":[0.0011225459,0.00020193895,0.00046185503,0.000197958,0.00047938785,0.00016834773,0.00032727246,0.0008842624,0.000002505462],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007234307,0.00023713651,0.004555728,0.0029490162,0.001484301,0.000027187349,0.000027096454,1.7508164e-7,0.0000038032374,0.0020291228,0.011804828,0.97680926],"study_design_scores_gemma":[0.0020905358,0.0007032295,0.004751122,0.009919183,0.0008285498,0.0003552602,0.00013012467,0.000004740319,0.0000016181912,0.00060517207,0.98048145,0.00012900673],"about_ca_topic_score_codex":0.00001477321,"about_ca_topic_score_gemma":0.000038645427,"teacher_disagreement_score":0.9766803,"about_ca_system_score_codex":0.0009151411,"about_ca_system_score_gemma":0.0028958546,"threshold_uncertainty_score":0.8234831},"labels":[],"label_agreement":null},{"id":"W4410722643","doi":"10.1186/s40001-025-02663-8","title":"Comparison of the long-term prognostic value of different frailty instruments in older inpatients: a 5-year prospective cohort study","year":2025,"lang":"en","type":"article","venue":"European journal of medical research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Science and Technology Major Project; Chinese Academy of Medical Sciences","keywords":"Medicine; Receiver operating characteristic; Proportional hazards model; Prospective cohort study; Hazard ratio; Frailty Index; Cohort; Internal medicine; Gerontology; Multivariate analysis; Cohort study; Predictive validity; Confidence interval","score_opus":0.06267453398250256,"score_gpt":0.4294393602907538,"score_spread":0.36676482630825125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410722643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9939236,0.00014654975,0.000057174315,0.0013612156,0.00029909165,0.0018715537,0.00000260119,0.0000044584667,0.0023337505],"genre_scores_gemma":[0.99950707,0.000051200295,0.000029141966,0.000039346687,0.00007224858,0.00001048427,0.0000015618369,0.000021171401,0.00026778714],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99016196,0.0026624734,0.0014168267,0.00024670688,0.005147336,0.0003647067],"domain_scores_gemma":[0.99738276,0.00064557046,0.00036948847,0.00045225973,0.0008729301,0.0002770093],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0060795066,0.00015282808,0.0007131977,0.00050539675,0.00005845442,0.000017054417,0.00094512233,0.0000636353,0.00021602449],"category_scores_gemma":[0.011525923,0.000090215464,0.00013407825,0.0008951982,0.0005627129,0.00005670545,0.0006656057,0.0021302113,0.000007279699],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053907075,0.0063235173,0.9761177,0.00027612704,0.00028540372,0.00018592851,0.0022922151,0.000002077031,0.00012363332,0.000055218934,0.00055936724,0.013239758],"study_design_scores_gemma":[0.0077505447,0.0029417742,0.9809895,0.005651164,0.000081566126,0.000015983687,0.0010829387,0.000103155784,0.0012778122,0.00003202649,0.0000189305,0.000054615994],"about_ca_topic_score_codex":0.000031727734,"about_ca_topic_score_gemma":0.000037156482,"teacher_disagreement_score":0.013185142,"about_ca_system_score_codex":0.00025158908,"about_ca_system_score_gemma":0.0005999686,"threshold_uncertainty_score":0.9968004},"labels":[],"label_agreement":null},{"id":"W4410723770","doi":"10.1007/s40520-025-03063-y","title":"Heterogeneity in mortality risk prediction: a study of vulnerable adults in the Canadian longitudinal study on aging","year":2025,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Gerontology; Longitudinal study; Medicine; Demography; Environmental health; Sociology","score_opus":0.2776643259439276,"score_gpt":0.5455472564388609,"score_spread":0.26788293049493334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410723770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960412,0.00027745165,3.999787e-7,0.0007443374,0.00011960889,0.0016637847,0.000007783229,0.000010013179,0.0011354613],"genre_scores_gemma":[0.99954844,0.000025700509,0.000008116006,0.00011836382,0.000062842715,0.00015608416,0.000003845462,0.000007423134,0.00006916745],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959985,0.0016524408,0.0006634615,0.0005431254,0.0007321194,0.00041032187],"domain_scores_gemma":[0.9981674,0.0010329485,0.000042065745,0.0005038672,0.000085973115,0.00016775707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006715436,0.00012672976,0.00035198787,0.00035822217,0.0003054292,0.000043903536,0.0002158986,0.00007396857,0.000014853948],"category_scores_gemma":[0.00097281375,0.00009259527,0.000048788836,0.00068789226,0.00026083933,0.00006059234,0.00015839227,0.0014533846,0.0000036892077],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003668059,0.005531947,0.9848617,0.000027361513,0.000074681106,0.00019046121,0.0076439423,0.000010975493,0.000013904673,0.000011211294,0.0001427383,0.0011242961],"study_design_scores_gemma":[0.005877606,0.003087588,0.9539965,0.00029652374,0.000017791876,0.0000030399021,0.03593891,0.00034736493,0.00032085163,0.00003057502,0.000025830632,0.000057427023],"about_ca_topic_score_codex":0.4438121,"about_ca_topic_score_gemma":0.5978188,"teacher_disagreement_score":0.15400667,"about_ca_system_score_codex":0.00019256538,"about_ca_system_score_gemma":0.00020462602,"threshold_uncertainty_score":0.6314314},"labels":[],"label_agreement":null},{"id":"W4410724536","doi":"10.2196/71393","title":"Predicting Social Frailty in Older Adults Using Fitbit-Derived Circadian and Heart Rate Biomarkers: Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gerontology; Medicine; Geriatrics; Logistic regression; Internal medicine","score_opus":0.07997231260379815,"score_gpt":0.4467055455451912,"score_spread":0.36673323294139304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410724536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948993,0.00009669686,0.000027731297,0.00078507484,0.00018317866,0.0024717597,0.000035707162,0.00006294409,0.0014376565],"genre_scores_gemma":[0.99908733,0.0000063753355,0.000083416446,0.00011578475,0.00014367359,0.00024286164,0.00002860894,0.000024167328,0.00026776103],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99670553,0.00061418326,0.0006053056,0.0004996222,0.0008074415,0.00076788873],"domain_scores_gemma":[0.9983783,0.00053526735,0.000076489996,0.00024742933,0.0005840541,0.00017848788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023424462,0.00021537316,0.0003796324,0.0009717076,0.00069574825,0.0001923444,0.0001603633,0.00021801131,0.00010972005],"category_scores_gemma":[0.0005717757,0.00020670773,0.000079675454,0.0013459804,0.00049203367,0.0005481759,0.00031906363,0.0011112404,0.000023526633],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00082704227,0.0006607741,0.9662285,0.00040824214,0.00014564289,0.000033324915,0.026432307,0.0000032155435,0.0026901346,0.000020881836,0.0007048961,0.0018450745],"study_design_scores_gemma":[0.00756012,0.0004558032,0.97278935,0.00054390595,0.0000082385495,0.000022614942,0.011107519,0.0065738223,0.00061555963,0.000082314335,0.00009519494,0.00014555205],"about_ca_topic_score_codex":0.0012048502,"about_ca_topic_score_gemma":0.00047894847,"teacher_disagreement_score":0.015324788,"about_ca_system_score_codex":0.000585884,"about_ca_system_score_gemma":0.00041737745,"threshold_uncertainty_score":0.8429296},"labels":[],"label_agreement":null},{"id":"W4410795530","doi":"10.1200/jco.2025.43.16_suppl.e13848","title":"Knowledge and practice of geriatric oncology among cancer care providers in Africa: A CROSS-sectional survey.","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; St. Michael's Hospital; Queen's University","funders":"","keywords":"Medicine; Cross-sectional study; Geriatric oncology; Family medicine; Cancer; Clinical Oncology; Oncology; Internal medicine; Nursing; Pathology","score_opus":0.15151490958368102,"score_gpt":0.5315817783848429,"score_spread":0.38006686880116186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410795530","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9624344,0.0073241876,0.000046157315,0.0044706725,0.0028635042,0.00038018942,0.000012194553,0.0000067360643,0.022461941],"genre_scores_gemma":[0.9946962,0.001589759,0.0015772353,0.0005261365,0.00050626637,0.000013654353,0.0000025526224,0.000011760605,0.001076409],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946445,0.0017324941,0.0028452766,0.00026545275,0.0002567978,0.00025546414],"domain_scores_gemma":[0.9765739,0.019161576,0.0018798738,0.00016051816,0.0020027733,0.00022136944],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0072460473,0.00013874675,0.001500811,0.00040202914,0.000033700027,0.000011258398,0.00016706517,0.0007166555,0.00006842861],"category_scores_gemma":[0.046230253,0.00011151253,0.00023688092,0.0005390335,0.0006134052,0.00024253482,0.0001118915,0.0014360173,0.000002922335],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0073882784,0.0014910542,0.9343436,0.00019321508,0.00031568288,0.00023974286,0.0007907098,0.000037983835,0.000042680596,0.000030610267,0.0051062386,0.05002023],"study_design_scores_gemma":[0.009529215,0.0049589947,0.8879766,0.00013655568,0.0001970843,0.00018671982,0.00047959157,0.00004309536,0.000013460227,0.000068789595,0.096340306,0.00006958423],"about_ca_topic_score_codex":0.0005920561,"about_ca_topic_score_gemma":0.0039216415,"teacher_disagreement_score":0.091234066,"about_ca_system_score_codex":0.0006872157,"about_ca_system_score_gemma":0.0072762007,"threshold_uncertainty_score":0.99835163},"labels":[],"label_agreement":null},{"id":"W4410810898","doi":"10.1200/jco.2025.43.16_suppl.e13851","title":"A global scoping review of barriers and strategies to implementation of geriatric assessment in older adults with cancer.","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Medicine; Cancer; Geriatric oncology; Gerontology; Internal medicine","score_opus":0.04736983146099821,"score_gpt":0.5446298067811151,"score_spread":0.49725997532011684,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410810898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726877,0.010557057,0.00045375,0.014020633,0.00036404814,0.00090874516,0.000009609396,0.000002304519,0.0009961056],"genre_scores_gemma":[0.9696261,0.022571057,0.005656177,0.0020366875,0.000079261044,0.000014660724,0.0000011972354,0.0000038862872,0.000010946267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971396,0.00021761382,0.0021509666,0.00012634486,0.00024433344,0.00012114963],"domain_scores_gemma":[0.99754626,0.00050453685,0.0012372128,0.000098713455,0.000458607,0.00015468913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016289471,0.000081871214,0.0012164005,0.000114269555,0.000008752061,0.0000031390723,0.00007931678,0.00009515921,0.000120655175],"category_scores_gemma":[0.00086035504,0.000058258804,0.00009514804,0.0003882142,0.00008608626,0.000086828375,0.000036111618,0.0002432105,9.4095086e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022728143,0.00035380406,0.75215036,0.015858943,0.00028316907,0.00008077932,0.00026355207,0.00004068609,0.00002369308,0.00021359258,0.0023699836,0.22608864],"study_design_scores_gemma":[0.009859717,0.0062959315,0.8939629,0.08698958,0.00032697126,0.00003405411,0.0021986093,0.000009697789,0.000028176808,0.000055030174,0.00018996492,0.000049322338],"about_ca_topic_score_codex":0.00035874202,"about_ca_topic_score_gemma":0.0026207839,"teacher_disagreement_score":0.22603932,"about_ca_system_score_codex":0.00019158659,"about_ca_system_score_gemma":0.0073770965,"threshold_uncertainty_score":0.9982501},"labels":[],"label_agreement":null},{"id":"W4410832125","doi":"10.1111/jan.17081","title":"Relationship Between Sleep and Cognitive Frailty in Older Adults: A Systematic Review and Meta‐Analysis","year":2025,"lang":"en","type":"review","venue":"Journal of Advanced Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"CINAHL; PsycINFO; Cognition; Psychological intervention; MEDLINE; Cochrane Library; Insomnia; Sleep (system call); Gerontology; Medicine; Meta-analysis; Clinical psychology; Psychiatry","score_opus":0.06386349200040276,"score_gpt":0.40447325450821514,"score_spread":0.3406097625078124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410832125","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000018430319,0.9958036,0.0005525157,0.0006128815,0.00006023636,0.0027818372,0.000053994485,0.000010901208,0.00010562506],"genre_scores_gemma":[0.0009649101,0.99627966,0.0021526716,0.00016698192,0.000059022786,0.00006545175,0.000041250776,0.0000346838,0.00023537611],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.996064,0.0005886875,0.002305155,0.00037268634,0.00041555453,0.0002538977],"domain_scores_gemma":[0.99330616,0.0037562668,0.0020390113,0.00029396257,0.00038920963,0.00021539629],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00094072946,0.00047791778,0.0098899575,0.0014017207,0.00006304737,0.00003072929,0.00012580815,0.00025886548,0.000016400096],"category_scores_gemma":[0.004160232,0.000335445,0.001274157,0.0017371876,0.00010726082,0.00026777625,0.000030083766,0.0011630948,0.0000014269195],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018682684,0.000058713642,0.000114611474,0.8848609,0.02847999,0.000055192202,0.00027907756,5.3692145e-7,5.332003e-9,0.0000053985586,0.000018864104,0.086108066],"study_design_scores_gemma":[0.0005629363,0.0000692137,0.00041277337,0.49515507,0.5030183,0.00024910335,0.000187566,0.0000010006501,6.979002e-8,0.000041269974,0.000165991,0.0001366764],"about_ca_topic_score_codex":0.0000018676352,"about_ca_topic_score_gemma":0.000004399253,"teacher_disagreement_score":0.47453836,"about_ca_system_score_codex":0.00024264601,"about_ca_system_score_gemma":0.00018471266,"threshold_uncertainty_score":0.99990976},"labels":[],"label_agreement":null},{"id":"W4410855932","doi":"10.2196/69936","title":"Prevalence of Frailty and Its Predictors Among Patients With Cancer at the Chemotherapy Stage: Systematic Review","year":2025,"lang":"en","type":"review","venue":"JMIR Cancer","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Preprint; Stage (stratigraphy); Medicine; Cancer; Oncology; Gerontology; Internal medicine; Computer science; Biology","score_opus":0.023566718498030288,"score_gpt":0.34673660423626346,"score_spread":0.3231698857382332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410855932","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004270137,0.9809537,7.189181e-7,0.00016605659,0.00020945098,0.016678376,0.0013279807,0.000040129416,0.00019655717],"genre_scores_gemma":[0.000041426316,0.94428396,0.0000048192933,0.00047546753,0.00007249926,0.008531938,0.000057726273,0.000072685114,0.046459474],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99709463,0.00020914464,0.001010786,0.0005953268,0.00077382184,0.0003163159],"domain_scores_gemma":[0.99704987,0.00028667587,0.0011887694,0.0009690216,0.0003727615,0.00013288727],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023839898,0.00058835244,0.0030624594,0.000094868345,0.00007058774,0.000012929331,0.00036463642,0.00023414324,0.0011042225],"category_scores_gemma":[0.00018528657,0.0002950816,0.00029705215,0.0005123217,0.00019727308,0.00008314649,0.00013039364,0.00043799815,0.000006093751],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021835487,0.000049367573,0.005241988,0.9591643,0.00072284177,0.0000020314649,0.00011253316,2.6548483e-7,4.610106e-8,0.0000013943327,0.005885094,0.028798262],"study_design_scores_gemma":[0.00069758465,0.00010056339,0.0038688986,0.858221,0.0061528473,0.000002876476,0.0000032954658,0.0000018597995,0.0000020694379,1.5983463e-7,0.13070987,0.00023895103],"about_ca_topic_score_codex":0.000105707644,"about_ca_topic_score_gemma":0.00013231672,"teacher_disagreement_score":0.12482478,"about_ca_system_score_codex":0.0005601844,"about_ca_system_score_gemma":0.00076500565,"threshold_uncertainty_score":0.9999501},"labels":[],"label_agreement":null},{"id":"W4410876218","doi":"10.1016/j.jgo.2025.102260","title":"Impact of geriatric assessment on decision-making for adjuvant chemotherapy in older patients with breast cancer","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"American Society of Clinical Oncology; AstraZeneca; Conquer Cancer Foundation","keywords":"Medicine; Breast cancer; Adjuvant chemotherapy; Oncology; Internal medicine; Adjuvant; Geriatric oncology; Chemotherapy; Cancer","score_opus":0.007140549596801122,"score_gpt":0.37669483662257747,"score_spread":0.36955428702577636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410876218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942077,0.00033734692,0.0018977987,0.0014578326,0.00077683287,0.0008625364,0.000044490618,0.000006129425,0.00040935454],"genre_scores_gemma":[0.9909329,0.0002813218,0.008014698,0.00034819086,0.00029365555,0.000024089211,0.000003125654,0.00002631086,0.00007572915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99805176,0.00007736538,0.00095816405,0.00021195223,0.00038700912,0.00031372768],"domain_scores_gemma":[0.9971063,0.00085670076,0.0009543305,0.00021559214,0.00076534576,0.00010173513],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046813543,0.00020998745,0.0009893395,0.0009943412,0.000032748667,0.000009709109,0.00017823065,0.00018638677,0.00025998405],"category_scores_gemma":[0.00018282457,0.00013599805,0.00027345942,0.0008009095,0.000041689895,0.00010126388,0.000027192858,0.00036506326,7.918921e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012889022,0.0026840905,0.6272683,0.00013170962,0.0004425499,0.00004928336,0.00020159458,0.00073198293,0.00018692418,0.000011358509,0.008069836,0.34733334],"study_design_scores_gemma":[0.02407117,0.0066131395,0.96709275,0.00083672156,0.00023528044,0.000086653876,0.000046731013,0.00014926927,0.000018589699,0.00013476664,0.00060550956,0.0001093879],"about_ca_topic_score_codex":0.00005455197,"about_ca_topic_score_gemma":0.000040166,"teacher_disagreement_score":0.34722397,"about_ca_system_score_codex":0.0019001353,"about_ca_system_score_gemma":0.002326575,"threshold_uncertainty_score":0.55458397},"labels":[],"label_agreement":null},{"id":"W4410905487","doi":"10.3389/fnagi.2025.1541555","title":"Risk factors and mediation role of sleep quality for depression in cognitively frail older adults: a cross-sectional study","year":2025,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Peking Union Medical College; Peking Union Medical College Hospital","keywords":"Mediation; Depression (economics); Cross-sectional study; Sleep quality; Sleep (system call); Psychology; Gerontology; Clinical psychology; Psychiatry; Medicine; Cognition","score_opus":0.017353215095601837,"score_gpt":0.3260641134439171,"score_spread":0.3087108983483153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410905487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883455,0.00018210031,0.009337529,0.00005981067,0.00088809564,0.001063678,0.00005123447,0.000025235824,0.000046821006],"genre_scores_gemma":[0.9987642,0.000020877133,0.0009564007,0.00009954899,0.00001860829,0.00006855156,0.000007337799,0.000008107294,0.00005632947],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983067,0.00012709212,0.00044885935,0.00054270175,0.00034777686,0.00022684918],"domain_scores_gemma":[0.9991913,0.0003026871,0.0001689117,0.00016902348,0.000111508794,0.000056559293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006652306,0.00013232321,0.00027550518,0.00040880538,0.000097028955,0.000029532206,0.00013423005,0.00006811168,0.0000015145491],"category_scores_gemma":[0.0026500302,0.000119965756,0.000038624075,0.0005667184,0.00021776924,0.0002167727,0.000074864474,0.00023540597,9.663403e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022013586,0.00033605355,0.9914858,0.00007801599,0.000004197328,0.0000018561244,0.0024892238,0.00008369564,0.0010195955,0.000002386747,0.00004192542,0.0042371596],"study_design_scores_gemma":[0.0036730669,0.00012277292,0.97988003,0.00015476084,0.000010593092,8.7177995e-7,0.0021517754,0.011675213,0.002051876,0.00016957862,0.000019581656,0.00008986827],"about_ca_topic_score_codex":0.00042354077,"about_ca_topic_score_gemma":0.00008086204,"teacher_disagreement_score":0.011605713,"about_ca_system_score_codex":0.000086571796,"about_ca_system_score_gemma":0.000069228896,"threshold_uncertainty_score":0.48920614},"labels":[],"label_agreement":null},{"id":"W4410949552","doi":"10.2196/67146","title":"Home-Based Virtual Reality Training for Enhanced Balance, Strength, and Mobility Among Older Adults With Frailty: Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"JMIR Serious Games","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Meta-analysis; Balance (ability); Virtual reality; Psychology; Gerontology; Physical medicine and rehabilitation; Medicine; Computer science; Human–computer interaction; World Wide Web","score_opus":0.041847313602645486,"score_gpt":0.34657203184570234,"score_spread":0.30472471824305686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410949552","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00023812623,0.9757073,0.00052952697,0.0002488495,0.00004301882,0.021841401,0.0011195934,0.00018218312,0.000090017995],"genre_scores_gemma":[0.0033051881,0.97552085,0.00065898686,0.0004891753,0.00004267349,0.01665209,0.0009070432,0.00010241316,0.0023215557],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99447745,0.0006273391,0.002010347,0.0016771791,0.000588132,0.00061953027],"domain_scores_gemma":[0.994315,0.0017403906,0.001344891,0.0018466879,0.00038156455,0.00037144084],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0010542053,0.0012344519,0.016496947,0.0004816117,0.00013040323,0.00010030308,0.00031599338,0.0005048295,0.00008968061],"category_scores_gemma":[0.0008537231,0.00078089663,0.002231622,0.001321937,0.00034830987,0.00013645386,0.00009400995,0.0005987484,0.000001973862],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059873837,0.00015910578,0.00000837896,0.910606,0.056849092,0.000013635809,0.00033577663,8.32014e-7,5.995822e-8,0.0000055679766,0.00022826994,0.0317334],"study_design_scores_gemma":[0.0014940103,0.0004326484,0.00015722554,0.2821676,0.7110837,0.000027690481,0.00019569474,0.00005501689,0.000001619972,0.000003646064,0.0036831684,0.00069793],"about_ca_topic_score_codex":0.000049573744,"about_ca_topic_score_gemma":0.00035599055,"teacher_disagreement_score":0.65423465,"about_ca_system_score_codex":0.00014842258,"about_ca_system_score_gemma":0.0005446441,"threshold_uncertainty_score":0.9994642},"labels":[],"label_agreement":null},{"id":"W4411017509","doi":"10.1038/s41598-025-04659-0","title":"Differential brain volume between obese and underweight cognitively normal older adults with frailty in the JPSC-AD","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"Kawasaki Medical School; Hirosaki University; Keio University; Kanazawa University; National Cerebral and Cardiovascular Center; Kowa Company; Kindai University; RIKEN; Japan Agency for Medical Research and Development","keywords":"Underweight; Gerontology; Medicine; Obesity; Physical medicine and rehabilitation; Internal medicine; Overweight","score_opus":0.01227310135244162,"score_gpt":0.2642132005566577,"score_spread":0.25194009920421606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411017509","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854224,0.00017560902,0.0007694714,0.006882937,0.0011568789,0.0013467675,0.000017981702,0.00006571386,0.004162251],"genre_scores_gemma":[0.9799397,0.0000035167313,0.00019261653,0.00042276367,0.00010140199,0.00006322812,0.000193206,0.000019590847,0.019063968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99695903,0.00012283098,0.00059386063,0.000991066,0.00082486065,0.00050836854],"domain_scores_gemma":[0.9983356,0.00021723399,0.00019376371,0.00085433095,0.0002425942,0.00015649806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008946191,0.00026979265,0.000402646,0.00035355575,0.000304588,0.00026788196,0.00017215639,0.00013986508,0.00023946092],"category_scores_gemma":[0.00034646515,0.00017484771,0.000078849895,0.00095773727,0.0007313753,0.00020998524,0.00013186294,0.00042611378,0.000014609152],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040903024,0.0007644286,0.834965,0.0006593931,0.00022189974,0.004705216,0.009540474,0.0000019178444,0.0013364471,0.00006612006,0.09482498,0.0525051],"study_design_scores_gemma":[0.002400623,0.00013709662,0.97738993,0.0011938745,0.00015077605,0.0004640009,0.0011875359,0.00011233705,0.0017668864,0.0007558285,0.014202191,0.0002389231],"about_ca_topic_score_codex":0.00013070258,"about_ca_topic_score_gemma":0.00042871712,"teacher_disagreement_score":0.14242493,"about_ca_system_score_codex":0.0000680611,"about_ca_system_score_gemma":0.00031209213,"threshold_uncertainty_score":0.7130083},"labels":[],"label_agreement":null},{"id":"W4411021140","doi":"10.5770/cgj.28.823","title":"Frailty Focused Enhancements to Seniors’ Hospital Care (FrESH): a Mixed Methods Study Reporting the Efficacy of Specialized Education for Front-line Staff","year":2025,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University; Horizon Health Network","funders":"Government of Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Front line; Psychological intervention; Delirium; Intervention (counseling); Nursing; Acute care; Family medicine; Health care; Psychiatry","score_opus":0.030988736815675492,"score_gpt":0.3793913510972849,"score_spread":0.3484026142816094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411021140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.954923,0.0013303803,0.023720503,0.0062759984,0.007524598,0.0046562348,0.000099986064,0.000024371602,0.0014449768],"genre_scores_gemma":[0.93429464,0.000023114466,0.06143465,0.0004349639,0.0015872591,0.00013326308,0.000054091757,0.000047070243,0.0019909663],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99696344,0.00023675787,0.0015435781,0.0003504754,0.0003874307,0.0005183359],"domain_scores_gemma":[0.99613047,0.00033267585,0.0010816192,0.0005801731,0.0012370119,0.0006380324],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0017447189,0.00023715991,0.00059397664,0.0006854679,0.00037798737,0.000104595165,0.00033837432,0.00011963382,0.00011200891],"category_scores_gemma":[0.009600874,0.00019206904,0.00022744131,0.0007141405,0.00003782794,0.00009103944,0.000054008968,0.00039659295,0.0000038077224],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007332862,0.0011555288,0.011833198,0.00027139173,0.00084968255,0.00009182333,0.031979952,0.000083803236,0.0022695414,0.0000978283,0.1359247,0.81470925],"study_design_scores_gemma":[0.035301816,0.008935118,0.23759095,0.0014989644,0.00422508,0.00020945714,0.15464163,0.00025641348,0.01977048,0.0014094263,0.53455853,0.0016021095],"about_ca_topic_score_codex":0.009149437,"about_ca_topic_score_gemma":0.036537934,"teacher_disagreement_score":0.81310713,"about_ca_system_score_codex":0.0011864832,"about_ca_system_score_gemma":0.0060342555,"threshold_uncertainty_score":0.9996006},"labels":[],"label_agreement":null},{"id":"W4411021932","doi":"10.5770/cgj.28.817","title":"Perceptions of Frailty in Long-Term Care","year":2025,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen's University; BP (Canada); McMaster University; University of Calgary","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Palliative care; Advance care planning; Long-term care; Nursing; Gerontology; MEDLINE; Family medicine","score_opus":0.01395255767569965,"score_gpt":0.2874000074814104,"score_spread":0.2734474498057108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411021932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784912,0.0025762492,0.00033035307,0.0036493302,0.0008643211,0.00024818844,0.000054614688,0.000010300404,0.013775463],"genre_scores_gemma":[0.9963243,0.000290147,0.00053164817,0.00047622062,0.00019824323,0.0000033035597,0.00002390548,0.000012520795,0.0021397294],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989884,0.00003338662,0.00036104379,0.00013008455,0.00016335798,0.00032376513],"domain_scores_gemma":[0.9989144,0.000031000327,0.00007006717,0.0002247642,0.00029011958,0.00046961507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013027716,0.00010447601,0.00023952959,0.0011565163,0.000090784495,0.000027914028,0.00015168416,0.00013605804,0.0005587033],"category_scores_gemma":[0.00021280987,0.000107260006,0.00010654125,0.0006990826,0.000051304498,0.0000647095,0.000016187136,0.00048789094,0.000017697535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022384946,0.000035050936,0.94996107,0.00021625675,0.00004125801,0.00052278774,0.0015997468,0.000032349883,0.00035402767,0.000106206266,0.011946864,0.035162028],"study_design_scores_gemma":[0.0013225819,0.000055967786,0.9930222,0.0002830543,0.00006712588,0.00026869826,0.00081043923,0.0000129850005,0.000081660895,0.00007963448,0.0039043752,0.0000912777],"about_ca_topic_score_codex":0.008384093,"about_ca_topic_score_gemma":0.20977058,"teacher_disagreement_score":0.20138648,"about_ca_system_score_codex":0.0009837497,"about_ca_system_score_gemma":0.0027048576,"threshold_uncertainty_score":0.9982192},"labels":[],"label_agreement":null},{"id":"W4411042016","doi":"10.3389/fnagi.2025.1541048","title":"Interventions for cognitive frailty: developing a Delphi consensus with multidisciplinary and multisectoral experts","year":2025,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Institute; Simon Fraser University","funders":"Biotechnology and Biological Sciences Research Council; Department of Health and Social Care; Medical Research Council; National Institute for Health and Care Research; UK Research and Innovation","keywords":"Psychological intervention; Delphi method; Dementia; Multidisciplinary approach; Cognition; Psychology; Perspective (graphical); Delphi; Qualitative research; Content analysis; Sample (material); Medical education; Medicine; Nursing; Applied psychology; Psychiatry; Political science; Sociology","score_opus":0.062124644711636666,"score_gpt":0.3649701223209133,"score_spread":0.30284547760927666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411042016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7120185,0.0007751343,0.28136474,0.003438302,0.0010633076,0.0010897906,0.000021970664,0.00008192872,0.00014635563],"genre_scores_gemma":[0.929438,0.00003149236,0.06868242,0.00082351296,0.000017071974,0.00013878098,0.000005960464,0.00001595974,0.0008468297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986627,0.000039481944,0.0002558638,0.0005467353,0.00015385724,0.0003413658],"domain_scores_gemma":[0.99940795,0.00018154127,0.00006695299,0.00015808042,0.000100494086,0.00008497112],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000163448,0.00016592284,0.0002768482,0.000393559,0.00020333892,0.000052928095,0.00011298411,0.000046977904,8.677158e-7],"category_scores_gemma":[0.0007858494,0.00014898216,0.00005433716,0.0005294394,0.0005157015,0.000103329054,0.00011627901,0.00015141688,2.1346631e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00080539775,0.00030873364,0.95016587,0.0015995114,0.000034746994,0.00032101333,0.0042058416,0.00007929946,0.0047972174,0.00023224803,0.0047668307,0.03268328],"study_design_scores_gemma":[0.017387265,0.0009505653,0.8739586,0.02033478,0.00018703123,0.0002980058,0.009571346,0.06856511,0.005785221,0.0009911961,0.0011855197,0.00078535144],"about_ca_topic_score_codex":0.000029838811,"about_ca_topic_score_gemma":0.00005882031,"teacher_disagreement_score":0.2174195,"about_ca_system_score_codex":0.00009714928,"about_ca_system_score_gemma":0.0002015485,"threshold_uncertainty_score":0.6075316},"labels":[],"label_agreement":null},{"id":"W4411063297","doi":"10.2196/69259","title":"Outdoor Exercise Facility–Based Integrative Mobile Health Intervention to Support Physical Activity, Mental Well-Being, and Exercise Self-Efficacy Among Older Adults With Prefrailty and Frailty in Hong Kong: Pilot Feasibility Randomized Controlled Trial Study","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Medicine; mHealth; Physical therapy; Psychological intervention; Intervention (counseling); Gerontology; Mental health; Population; Nursing; Psychiatry","score_opus":0.026042979083205332,"score_gpt":0.3807488278619716,"score_spread":0.35470584877876626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411063297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92064315,0.00035731582,0.00012838493,0.001475922,0.00023261443,0.07681833,0.00006806553,0.00017953696,0.000096656615],"genre_scores_gemma":[0.9900269,0.0003059382,0.00019384656,0.00037787628,0.00006235257,0.008571795,0.00009355478,0.00003880481,0.0003289184],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99367857,0.0015295539,0.0015149807,0.0016091203,0.0006956389,0.00097214733],"domain_scores_gemma":[0.9963922,0.00083646725,0.0006429475,0.0006576246,0.00021171731,0.0012590418],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003328695,0.0007754717,0.0042028506,0.0005886497,0.00037601066,0.0001049026,0.00015403349,0.00017996304,0.00002902023],"category_scores_gemma":[0.00034114034,0.00055443717,0.00023813244,0.00060284155,0.00039604405,0.00031704834,0.00017851221,0.0009824301,0.0000034946638],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.8523601,0.022826314,0.040785894,0.0037293776,0.00013266852,0.000014434964,0.026872212,0.0000023972423,0.000002576134,0.00000891888,0.00026545848,0.052999597],"study_design_scores_gemma":[0.7017834,0.01869434,0.2699289,0.002611908,0.00040621986,0.0000038635194,0.0046133474,0.0016031449,0.000027331422,0.000021257134,0.000010188604,0.00029605938],"about_ca_topic_score_codex":0.0029176404,"about_ca_topic_score_gemma":0.0025339522,"teacher_disagreement_score":0.22914301,"about_ca_system_score_codex":0.0006658287,"about_ca_system_score_gemma":0.0011089366,"threshold_uncertainty_score":0.9996907},"labels":[],"label_agreement":null},{"id":"W4411075579","doi":"10.3389/fmed.2025.1631044","title":"Editorial: Clinical management of older persons with cancer: current status and future directions","year":2025,"lang":"en","type":"editorial","venue":"Frontiers in Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Current (fluid); Cancer; Gerontology; Medicine; Psychology; Engineering; Internal medicine; Electrical engineering","score_opus":0.010296350868501268,"score_gpt":0.3383944140956341,"score_spread":0.3280980632271328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411075579","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005748468,0.07516047,0.0002319303,0.0028296867,0.91905284,0.0011630147,0.00028276633,0.00006574194,0.0011560494],"genre_scores_gemma":[0.000007291544,0.23430096,0.0022698904,0.00003872143,0.759215,0.00015899721,0.00045971977,0.000049612812,0.0034998315],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958679,0.00014036272,0.0010140184,0.00088159606,0.0015570604,0.0005390824],"domain_scores_gemma":[0.99777746,0.00035042776,0.00040342944,0.0006826578,0.00044592106,0.00034007555],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00068010454,0.00052439567,0.00201925,0.00063051627,0.00006707179,0.000009608381,0.0002249696,0.0008813275,0.00007304468],"category_scores_gemma":[0.00036401997,0.00039027794,0.0001236047,0.0007212886,0.00070150825,0.000058645885,0.00011299163,0.0024305722,6.6941027e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005970322,0.00023016369,0.01566015,0.0032632113,0.00086613063,0.000033021428,0.00063365174,4.9804646e-7,1.178612e-7,0.0000069542075,0.86149853,0.11721054],"study_design_scores_gemma":[0.009790033,0.0006149967,0.006570516,0.013620189,0.0022819662,0.0000013432058,0.0019302957,0.000013362695,4.4010957e-7,0.00002003294,0.96487147,0.0002853683],"about_ca_topic_score_codex":0.0005262062,"about_ca_topic_score_gemma":0.00016808405,"teacher_disagreement_score":0.15983787,"about_ca_system_score_codex":0.00046551757,"about_ca_system_score_gemma":0.00082343654,"threshold_uncertainty_score":0.99987084},"labels":[],"label_agreement":null},{"id":"W4411081188","doi":"10.1186/s13584-025-00692-6","title":"Policy interventions for improving hospital-to-home transitions of care for older adults and informal caregivers: a qualitative study","year":2025,"lang":"en","type":"article","venue":"Israel Journal of Health Policy Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health","funders":"H2020 Marie Skłodowska-Curie Actions; European Commission","keywords":"Psychological intervention; Nursing; Qualitative research; Health care; Medicine; Health administration; Transitional care; Intervention (counseling); Health services research; Public health; Sociology; Political science","score_opus":0.08729909127454255,"score_gpt":0.5466676854978824,"score_spread":0.4593685942233398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411081188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8643048,0.0023952464,0.0068850415,0.11729311,0.0001819507,0.008078654,0.00069230184,0.000016679021,0.00015224513],"genre_scores_gemma":[0.9961679,0.00008045158,0.00225713,0.00056445855,0.00031308425,0.00023344379,0.000016176451,0.00002492023,0.00034245173],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99684054,0.00039855446,0.0012491863,0.00022385162,0.0005920673,0.00069579383],"domain_scores_gemma":[0.99434984,0.0009673206,0.0003524484,0.00026736432,0.0036437286,0.00041930677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002902789,0.00016294664,0.0007463986,0.0030115219,0.00041398878,0.00003685565,0.00024037105,0.00008765788,0.0000027949077],"category_scores_gemma":[0.0032611256,0.000144842,0.00033652596,0.0011259777,0.00018741003,0.00022727728,0.00009600056,0.0004939809,7.754168e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002776357,0.0011743188,0.00070314424,0.02203996,0.0003741629,0.0000067171145,0.84836763,0.000011744321,0.00005598231,0.0029194874,0.0033318168,0.118238695],"study_design_scores_gemma":[0.016083606,0.0262692,0.027202379,0.0072110705,0.00009304462,0.000027401607,0.9215639,0.00005882375,0.00011140182,0.00044893808,0.00079130917,0.00013889137],"about_ca_topic_score_codex":0.0067847227,"about_ca_topic_score_gemma":0.0012527917,"teacher_disagreement_score":0.13186312,"about_ca_system_score_codex":0.00057994045,"about_ca_system_score_gemma":0.004229484,"threshold_uncertainty_score":0.9998292},"labels":[],"label_agreement":null},{"id":"W4411118608","doi":"10.1016/j.ygyno.2025.05.021","title":"Association of frailty with perioperative and survival outcomes in patients with gynecologic cancers: A population-based study","year":2025,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Population Health Research Institute; McMaster University; University of Toronto; McMaster University Medical Centre","funders":"Hamilton Health Sciences Foundation; Ontario Ministry of Health and Long-Term Care; Fondation du cancer des Cèdres; Institute for Clinical Evaluative Sciences; Government of Ontario; Hamilton Health Sciences","keywords":"Medicine; Perioperative; Association (psychology); Population; Oncology; Gynecologic cancer; Internal medicine; Surgery; Cancer; Ovarian cancer; Environmental health","score_opus":0.013553742178525743,"score_gpt":0.3064418662890615,"score_spread":0.2928881241105358,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411118608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929368,0.00001683112,0.000022267126,0.0021870525,0.00021636108,0.0022051313,0.000021315773,0.000044637934,0.00234963],"genre_scores_gemma":[0.9968425,0.00000251293,0.0009391372,0.0007122085,0.000008775201,0.00025357545,0.000051740633,0.000011564115,0.001177992],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99808645,0.00039085167,0.00045981255,0.00043701523,0.0002983986,0.00032746783],"domain_scores_gemma":[0.9971547,0.0018664077,0.00032033474,0.0002374956,0.00035926152,0.00006176357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004512505,0.00023512468,0.0009973855,0.00025695312,0.00008231134,0.000010521324,0.000098120356,0.0002626119,0.000216146],"category_scores_gemma":[0.0017025728,0.0001558838,0.000034576526,0.00045847462,0.00009269719,0.00007687681,0.000051287145,0.00031446683,0.0000022447744],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008587193,0.0021451449,0.992959,0.000044561817,0.0002770954,0.00002564194,0.0005631231,0.00035399862,0.000004355431,0.000034432887,0.000042809792,0.0026910661],"study_design_scores_gemma":[0.018448524,0.012822699,0.96680224,0.000041732437,0.00021764947,3.2530784e-7,0.0012107051,0.00010734459,0.0000091104,0.000024726181,0.0001675163,0.00014742753],"about_ca_topic_score_codex":0.0010614713,"about_ca_topic_score_gemma":0.044501603,"teacher_disagreement_score":0.04344013,"about_ca_system_score_codex":0.0022918407,"about_ca_system_score_gemma":0.00071061763,"threshold_uncertainty_score":0.97293377},"labels":[],"label_agreement":null},{"id":"W4411196288","doi":"10.1016/j.cjca.2025.06.003","title":"Frailty Risk After a Cardiovascular Event Among Community-Dwelling Older People: Influence of Sociodemographic, Polypharmacy, and Pre-event Frailty","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; Medical Research Council; National Cancer Institute; National Institutes of Health; National Health and Medical Research Council; Alfred Trauma Service; Monash University; ACT Health; University of Adelaide; University of Tasmania; Victorian Cancer Agency","keywords":"Polypharmacy; Medicine; Gerontology; Older people; Event (particle physics); Cardiovascular event; Elderly people; Intensive care medicine; Internal medicine; Disease","score_opus":0.010904802867606462,"score_gpt":0.26941636444234024,"score_spread":0.25851156157473376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411196288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789468,0.013428658,0.005610202,0.00073338894,0.00042569652,0.00043168876,0.00009216668,0.000010575606,0.000320821],"genre_scores_gemma":[0.9979294,0.0011592188,0.00017259322,0.00037557766,0.00023245945,0.00001904706,0.000007751751,0.000027492453,0.00007644387],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970571,0.0009898015,0.00086853834,0.00023872504,0.0003118269,0.0005340337],"domain_scores_gemma":[0.9972085,0.00040844548,0.0003581248,0.0006910901,0.0006016788,0.0007321691],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016400815,0.0002886905,0.0013436072,0.0007406837,0.0002379457,0.000020744343,0.00034553042,0.00031364599,0.000023212786],"category_scores_gemma":[0.00075310306,0.000271561,0.00090830744,0.00043091265,0.0007125958,0.0001469866,0.00007459434,0.0017344627,0.0000015471089],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015006683,0.000011541678,0.9747604,0.00025865465,0.0031049752,0.0001947732,0.002260278,0.011087212,0.00009744386,0.000011651328,0.0014504823,0.0066124843],"study_design_scores_gemma":[0.0024271489,0.00023422462,0.98113924,0.00070120854,0.0015058903,0.000510902,0.0004977122,0.00009151313,0.00017802823,0.00027886496,0.012243406,0.00019183617],"about_ca_topic_score_codex":0.018010719,"about_ca_topic_score_gemma":0.013075633,"teacher_disagreement_score":0.018982613,"about_ca_system_score_codex":0.00021719614,"about_ca_system_score_gemma":0.0013493581,"threshold_uncertainty_score":0.99997365},"labels":[],"label_agreement":null},{"id":"W4411211637","doi":"10.6004/jnccn.2025.7020","title":"Telehealth Geriatric Assessment and Supportive Care Intervention (GAIN-S) Program: A Randomized Clinical Trial","year":2025,"lang":"en","type":"article","venue":"Journal of the National Comprehensive Cancer Network","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Telehealth; Randomized controlled trial; Intervention (counseling); Clinical trial; Physical therapy; MEDLINE; Telemedicine; Nursing; Health care; Internal medicine","score_opus":0.0582286536802449,"score_gpt":0.46480747684059,"score_spread":0.4065788231603451,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411211637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86753476,0.04621399,0.0036297669,0.04339877,0.023120722,0.011930756,0.000048397203,0.000075530595,0.0040472946],"genre_scores_gemma":[0.98802614,0.001482544,0.0031173602,0.0031980332,0.0035039932,0.00012857141,0.000010740039,0.0000148035015,0.0005178114],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99656934,0.00096797355,0.001369826,0.00019641114,0.00069779804,0.00019867605],"domain_scores_gemma":[0.99407816,0.0015958028,0.001187524,0.00011471366,0.0029110424,0.00011274828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013895358,0.0001578087,0.0008750926,0.00013547359,0.00013055057,0.000038840764,0.000162881,0.0001140635,0.00003961151],"category_scores_gemma":[0.0008508007,0.00010053453,0.0006801631,0.00041414215,0.0002076831,0.00007561313,0.00010398051,0.0007055451,5.702954e-7],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.628232,0.0009384486,0.012887292,0.0006301683,0.0031985887,0.000022976861,0.00043031192,0.002958296,0.0000138364285,0.0018270402,0.1423289,0.20653212],"study_design_scores_gemma":[0.8242077,0.001762042,0.12893099,0.0020666637,0.001280534,0.00009111644,0.0004018991,0.0028217635,0.000011403065,0.0034185622,0.034836046,0.00017125494],"about_ca_topic_score_codex":0.00001649076,"about_ca_topic_score_gemma":0.000013580638,"teacher_disagreement_score":0.20636088,"about_ca_system_score_codex":0.0006013833,"about_ca_system_score_gemma":0.0013511624,"threshold_uncertainty_score":0.40996793},"labels":[],"label_agreement":null},{"id":"W4411305996","doi":"10.1101/2025.06.13.25329572","title":"Plasma Proteomic Signature of Frailty in 50,506 Adults","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"Science for Life Laboratory; Zhejiang University; Vetenskapsrådet; Karolinska Institutet; National Natural Science Foundation of China","keywords":"Signature (topology); Computational biology; Biology; Mathematics","score_opus":0.020118135247984156,"score_gpt":0.2875337774749791,"score_spread":0.26741564222699493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411305996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98507017,0.0007063717,0.00007125049,0.0023954313,0.001069946,0.002774894,0.00024500492,0.00013371177,0.0075332196],"genre_scores_gemma":[0.98822725,0.00016001472,0.0039477316,0.0002451193,0.00023992399,0.00032308025,0.00020092787,0.000050386807,0.0066055604],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99702686,0.00013143556,0.00090699067,0.0008918479,0.0005981888,0.00044466116],"domain_scores_gemma":[0.9977471,0.00017109244,0.00035278554,0.0013279626,0.00024670715,0.00015430935],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00038939615,0.00050068623,0.0011590921,0.00057650905,0.0000226994,0.000012592512,0.00058195123,0.0011365365,0.00023645807],"category_scores_gemma":[0.0010060857,0.00046266176,0.00028492877,0.00038444973,0.00014350249,0.000041720923,0.0006877535,0.0025729341,0.000045531262],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0055075567,0.002534079,0.84097505,0.038374864,0.0010748043,0.00096854224,0.009737722,0.0016662356,0.03628683,0.0004455603,0.021379203,0.041049577],"study_design_scores_gemma":[0.013493507,0.00066065765,0.7855204,0.039950456,0.00043678135,0.00006267812,0.00028044207,0.004900005,0.13785756,0.0018223044,0.01365384,0.0013614252],"about_ca_topic_score_codex":0.0004964867,"about_ca_topic_score_gemma":0.0003143694,"teacher_disagreement_score":0.101570725,"about_ca_system_score_codex":0.00021470187,"about_ca_system_score_gemma":0.0007183036,"threshold_uncertainty_score":0.9997825},"labels":[],"label_agreement":null},{"id":"W4411308473","doi":"10.1111/ajag.70056","title":"Pilot implementation of the mod‐REFS frailty screening tool in an Australian home care provider to improve client health and well‐being","year":2025,"lang":"en","type":"article","venue":"Australasian Journal on Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mod; Health care; Medicine; Nursing; Gerontology; Psychology; Computer science","score_opus":0.031720096707814796,"score_gpt":0.35215868233773095,"score_spread":0.3204385856299162,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411308473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9840302,0.00004419077,0.00027622146,0.014004415,0.00037807913,0.0010188092,0.00000842511,0.000020719328,0.0002189519],"genre_scores_gemma":[0.9953035,0.0000120086925,0.0021363255,0.001755012,0.0001257475,0.000015636258,0.000008456733,0.000025834985,0.00061748055],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977586,0.00017049744,0.00079736556,0.0003479591,0.00041489265,0.00051068736],"domain_scores_gemma":[0.9989165,0.000049476046,0.00028864952,0.00034184707,0.00011664974,0.00028684942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044569402,0.0002310688,0.00038224395,0.00036884396,0.00022601485,0.000102795864,0.00019681777,0.0000608198,0.00004448942],"category_scores_gemma":[0.000091581205,0.00018207196,0.000091128575,0.00043281604,0.000051499588,0.0002739594,0.00007528385,0.00080295675,0.000002317709],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048461425,0.00018349786,0.6217817,0.0006986454,0.00009832811,0.00020833746,0.018347973,0.00068615924,0.0107127465,0.0005106842,0.0011606871,0.34512663],"study_design_scores_gemma":[0.00392937,0.003121769,0.9616456,0.0032292837,0.000049771686,0.00008239294,0.020320058,0.00006277648,0.0062016756,0.00022020546,0.00092995266,0.00020713377],"about_ca_topic_score_codex":0.00037765125,"about_ca_topic_score_gemma":0.0007241352,"teacher_disagreement_score":0.3449195,"about_ca_system_score_codex":0.00038442924,"about_ca_system_score_gemma":0.00033192974,"threshold_uncertainty_score":0.74246794},"labels":[],"label_agreement":null},{"id":"W4411340056","doi":"10.1371/journal.pone.0324953","title":"Interventions supporting the translation of gerontological evidence into practice to optimize functional outcomes for hospitalized older adults: A scoping review","year":2025,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Alberta Health Services","keywords":"Psychological intervention; Knowledge translation; Intervention (counseling); Medicine; Health care; MEDLINE; Gerontology; Gerontological nursing; Cognition; Nursing; Psychology; Knowledge management; Psychiatry","score_opus":0.2650484430769814,"score_gpt":0.46263093347074696,"score_spread":0.19758249039376558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411340056","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000052478804,0.9587563,0.008696193,0.015859444,0.00013518742,0.016312102,0.00004531272,0.000069736954,0.000120453056],"genre_scores_gemma":[0.000009129498,0.93229425,0.061166957,0.0010262285,0.0000927802,0.004588039,0.00022075995,0.000034612476,0.0005672595],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9959993,0.00036934367,0.0020992702,0.0005795989,0.0006571688,0.00029533688],"domain_scores_gemma":[0.9908305,0.006417323,0.0011622915,0.0006610293,0.0008155817,0.000113304835],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014944585,0.0003920515,0.0028795067,0.00016688865,0.00010681674,0.000025890151,0.00030402825,0.00022449209,0.0003245405],"category_scores_gemma":[0.03302572,0.0002545371,0.0013390724,0.0004701059,0.00006985388,0.0002314255,0.00009992778,0.000419755,0.000019479887],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011443911,0.00086180755,0.000021502818,0.738514,0.0008517449,0.0000030301019,0.00014717244,3.9783328e-7,3.2702243e-7,0.000022144413,0.00079462794,0.25866878],"study_design_scores_gemma":[0.00096921524,0.00032363334,0.000046958477,0.97905695,0.014902779,0.000013843094,0.00004066425,0.000012690116,0.00000216683,0.000007764213,0.0044089304,0.00021441355],"about_ca_topic_score_codex":0.000023138637,"about_ca_topic_score_gemma":0.000022251188,"teacher_disagreement_score":0.25845438,"about_ca_system_score_codex":0.0001822044,"about_ca_system_score_gemma":0.0006061418,"threshold_uncertainty_score":0.9999907},"labels":[],"label_agreement":null},{"id":"W4411445095","doi":"10.2196/78866","title":"Correction: Assessing the Impact of Frailty on Infection Risk in Older Adults: Prospective Observational Cohort Study","year":2025,"lang":"en","type":"erratum","venue":"JMIR Public Health and Surveillance","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Observational study; Medicine; Cohort study; Prospective cohort study; Gerontology; Risk assessment; Environmental health; Cohort; Computer science; Internal medicine; Computer security","score_opus":0.034094924617025915,"score_gpt":0.3761629799047205,"score_spread":0.3420680552876946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411445095","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9396401,0.0014521423,0.000093019815,0.0054253163,0.014367092,0.011659223,0.00024438565,0.00017537629,0.026943343],"genre_scores_gemma":[0.9687905,0.0012614405,0.000014921921,0.000608571,0.00092299207,0.00095025176,0.00097031635,0.000043999557,0.02643706],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99602437,0.00093655894,0.000962709,0.0007772568,0.0007465132,0.0005525702],"domain_scores_gemma":[0.99666554,0.00080915797,0.00083806284,0.00065954373,0.0007382451,0.00028944883],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0023975298,0.00043097587,0.0011390127,0.00045970784,0.0002895952,0.00010548061,0.00013775857,0.0004055836,0.00005916768],"category_scores_gemma":[0.0034545779,0.00030062936,0.00016948812,0.0013433911,0.00012410585,0.00019568317,0.00006860302,0.002313649,0.0000026577331],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011268912,0.0007644623,0.65942395,0.00034038114,0.00012507437,0.0000027059548,0.00093687454,0.000007870779,2.2420041e-8,0.0000032717392,0.32713756,0.011145106],"study_design_scores_gemma":[0.0024224867,0.0014859227,0.9827686,0.0009113255,0.0000050303656,0.000015279247,0.00048806184,0.0015798012,4.279657e-8,0.000011476171,0.010110043,0.00020192587],"about_ca_topic_score_codex":0.010594281,"about_ca_topic_score_gemma":0.0044375923,"teacher_disagreement_score":0.32334465,"about_ca_system_score_codex":0.0013225192,"about_ca_system_score_gemma":0.005437985,"threshold_uncertainty_score":0.9999881},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4411542101","doi":"10.1123/japa.2024-0134","title":"Assessment of Pain, Frailty, Fear of Falling, and Kinesiophobia in Older Adults With and Without Type 2 Diabetes Mellitus","year":2025,"lang":"en","type":"article","venue":"Journal of Aging and Physical Activity","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Falling (accident); Fear of falling; Medicine; Type 2 Diabetes Mellitus; Diabetes mellitus; Gerontology; Type 2 diabetes; Physical medicine and rehabilitation; Psychology; Physical therapy; Psychiatry; Injury prevention; Poison control; Medical emergency; Endocrinology","score_opus":0.0107714865590363,"score_gpt":0.29837052455402346,"score_spread":0.28759903799498715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411542101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99849176,0.0004467771,0.00016128014,0.0006617143,0.00002869265,0.00011154079,0.0000021668648,0.0000033185552,0.00009275476],"genre_scores_gemma":[0.99883187,0.00023320044,0.0008138244,0.000043443884,0.000043057884,7.891055e-7,4.602598e-7,0.0000068109484,0.000026528092],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993045,0.000077704164,0.0001788764,0.0001301502,0.00019656021,0.000112209855],"domain_scores_gemma":[0.99919957,0.00026824913,0.00020353925,0.00009120765,0.00016380845,0.00007363762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029489485,0.00011061245,0.000513079,0.00010315585,0.000019427016,0.000010076825,0.00003462065,0.00003862158,0.0000015087496],"category_scores_gemma":[0.000086652755,0.000076032054,0.000032844833,0.00016248556,0.0001278974,0.000099372395,0.000033629476,0.0002872352,2.2551665e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037012793,0.0008519636,0.9172543,0.0012738955,0.00012448258,0.000008447886,0.0010774233,0.000023370454,0.016878357,0.000023179933,0.000041810294,0.062072586],"study_design_scores_gemma":[0.0026037407,0.0009223316,0.9748129,0.0031049354,0.00011353621,0.000008886923,0.000148434,0.0042042993,0.0138408905,0.00014806532,0.000021688224,0.00007028964],"about_ca_topic_score_codex":0.00007690598,"about_ca_topic_score_gemma":0.00001378847,"teacher_disagreement_score":0.062002297,"about_ca_system_score_codex":0.000018495213,"about_ca_system_score_gemma":0.00007217566,"threshold_uncertainty_score":0.3100497},"labels":[],"label_agreement":null},{"id":"W4411568358","doi":"10.1186/s13741-025-00549-1","title":"In search of a characterisation of frailty: applying exploratory factor analysis to ageing preoperative patients","year":2025,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ageing; Exploratory factor analysis; Gerontology; Medicine; Psychology; Internal medicine; Clinical psychology; Psychometrics","score_opus":0.042083436066275536,"score_gpt":0.3488085617031016,"score_spread":0.3067251256368261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411568358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924551,0.00015182474,0.0026166718,0.0019239729,0.00013329824,0.0015755224,0.00004362371,0.000016370612,0.0010836049],"genre_scores_gemma":[0.9973365,0.00004049779,0.000503387,0.0007164795,0.000055742934,0.00021305161,0.00009201346,0.000015703092,0.0010266348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99780744,0.00019159757,0.00080737204,0.00040615242,0.00054431724,0.00024309679],"domain_scores_gemma":[0.998324,0.0002130465,0.00012606264,0.00036783726,0.00084696704,0.00012208281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033478078,0.00023055747,0.0010399121,0.0013583872,0.000043634835,0.0000067516094,0.0001338623,0.00008414328,0.00054967223],"category_scores_gemma":[0.0012205037,0.00018097674,0.00009190387,0.0024870574,0.00022273266,0.0002079053,0.0000893689,0.00025406765,0.0000068538557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051951094,0.0004521313,0.629634,0.00048826166,0.00087712466,0.000019232593,0.1269475,0.00019284197,0.2329839,0.00014150461,0.00011344697,0.007630486],"study_design_scores_gemma":[0.003407216,0.00095222774,0.91036326,0.0011649652,0.0003084831,4.1168713e-7,0.006741752,0.0009105007,0.07565668,0.0000042986762,0.0003464462,0.00014373848],"about_ca_topic_score_codex":0.00044010335,"about_ca_topic_score_gemma":0.00041776028,"teacher_disagreement_score":0.28072923,"about_ca_system_score_codex":0.00021542271,"about_ca_system_score_gemma":0.00022308245,"threshold_uncertainty_score":0.73800176},"labels":[],"label_agreement":null},{"id":"W4411627939","doi":"10.1001/jamasurg.2025.1888","title":"A Predictive Tool for Ability to Remain at Home After Cancer Surgery in Older Adults","year":2025,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bruyère; Ottawa Hospital; University of Ottawa; Queen's University; Health Sciences Centre; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Cancer; Population; Retrospective cohort study; Residence; Emergency medicine; Physical therapy; Surgery; Demography; Internal medicine; Environmental health","score_opus":0.011527298067163834,"score_gpt":0.2760088059839372,"score_spread":0.26448150791677333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411627939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801733,0.00079220906,0.00019664223,0.014479292,0.001503529,0.0021513295,0.00033848945,0.00012402932,0.00024117499],"genre_scores_gemma":[0.98506576,0.000092036615,0.00020874453,0.0051901885,0.00035710624,0.0049661133,0.00008131249,0.000046633122,0.003992102],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99716353,0.0001317151,0.000830688,0.0007941752,0.00037153566,0.0007083382],"domain_scores_gemma":[0.99425244,0.0043892665,0.000104275074,0.0007138142,0.00033251365,0.00020768687],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012748614,0.00030989404,0.00093637564,0.0006191921,0.000055522614,0.000029829373,0.000092805785,0.00028683073,0.0005065611],"category_scores_gemma":[0.0040397863,0.0002918838,0.0004129848,0.00085277774,0.00008508637,0.00019509514,0.00013469842,0.00026749837,0.000037324004],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006822045,0.00026055434,0.7616319,0.0011580315,0.000061044826,0.000095784024,0.0006787284,0.000009862834,0.000089377594,0.0000033595427,0.20225357,0.02693572],"study_design_scores_gemma":[0.0015773578,0.00003181943,0.9808351,0.0039095157,0.000056347923,0.000009005914,0.000088235036,0.00015622341,0.0009114005,0.00007542915,0.012065216,0.00028434838],"about_ca_topic_score_codex":0.0005056,"about_ca_topic_score_gemma":0.0009783829,"teacher_disagreement_score":0.21920317,"about_ca_system_score_codex":0.001020101,"about_ca_system_score_gemma":0.0006219441,"threshold_uncertainty_score":0.9999533},"labels":[],"label_agreement":null},{"id":"W4411628381","doi":"10.34067/kid.0000000880","title":"Cognitive Impairment","year":2025,"lang":"en","type":"article","venue":"Kidney360","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute for Occupational Safety and Health; National Institute of Diabetes and Digestive and Kidney Diseases; Centers for Disease Control and Prevention; National Institute on Aging; National Institutes of Health","keywords":"Medicine; Montreal Cognitive Assessment; Internal medicine; Dementia; Cognitive decline; Depression (economics); Cohort; Proportional hazards model; Prospective cohort study; Kidney disease; Renal function; Disease","score_opus":0.01334246021918846,"score_gpt":0.30675434569328813,"score_spread":0.2934118854740997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411628381","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36271244,0.0006219091,0.0016401819,0.0516455,0.0012011888,0.001379165,0.0000603704,0.00041662742,0.5803226],"genre_scores_gemma":[0.93690544,0.000018257057,0.00043157957,0.00982093,0.00008472816,0.00003671254,0.000038857717,0.000009461112,0.052654047],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99936044,0.000014833999,0.00012999271,0.00017532386,0.00013960918,0.00017976988],"domain_scores_gemma":[0.9995126,0.00006192311,0.000018976232,0.00017624763,0.000091263726,0.00013898035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007087307,0.00008956467,0.00014821383,0.000089335466,0.000037434238,0.000009576582,0.000046895922,0.00005485279,0.00053279614],"category_scores_gemma":[0.00035382397,0.00007830917,0.00006193343,0.00019375018,0.000051519855,0.000029796625,0.000040044426,0.00012919006,0.00041806797],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043112927,0.0007179504,0.065375835,0.00037893135,0.00039452378,0.0001957982,0.0008894271,5.520387e-7,0.0023366504,0.0020479108,0.8771652,0.050066076],"study_design_scores_gemma":[0.015083996,0.00092772674,0.5217644,0.0028533908,0.0005952047,0.00012104475,0.0011245754,0.00034100228,0.044732407,0.0023892284,0.40964893,0.0004181219],"about_ca_topic_score_codex":0.000027168453,"about_ca_topic_score_gemma":0.0000040527975,"teacher_disagreement_score":0.574193,"about_ca_system_score_codex":0.00006964706,"about_ca_system_score_gemma":0.00019356175,"threshold_uncertainty_score":0.58337444},"labels":[],"label_agreement":null},{"id":"W4411638613","doi":"10.1016/j.bja.2025.05.027","title":"Frailty and perioperative outcomes: SNAP-3 as a call to action","year":2025,"lang":"en","type":"editorial","venue":"British Journal of Anaesthesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital","funders":"Ottawa Hospital Anesthesia Alternate Funds Association; Physicians' Services Incorporated Foundation","keywords":"Snap; Call to action; Perioperative; Action (physics); Medicine; Computer science; Business; Surgery; Advertising; Operating system","score_opus":0.01648232199865609,"score_gpt":0.32236116583898733,"score_spread":0.30587884384033126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411638613","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14685495,0.0075985193,0.00033406907,0.017536687,0.82034636,0.0017602767,0.00030097176,0.000110087436,0.005158093],"genre_scores_gemma":[0.00922727,0.01969055,0.010189869,0.0042651645,0.8911726,0.000052543888,0.00021412551,0.00025413244,0.06493375],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99711925,0.00013952148,0.0008594831,0.00039369753,0.0011496191,0.00033840127],"domain_scores_gemma":[0.99716336,0.00026085024,0.00043135745,0.00025966027,0.0013925981,0.0004921775],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00048130142,0.0003739699,0.0013243007,0.00037780142,0.00013782816,0.00026724415,0.00026823126,0.00075558695,0.00009924597],"category_scores_gemma":[0.004705355,0.00038482458,0.00031993992,0.00023166092,0.00011038627,0.00024019126,0.00007098946,0.0019263265,0.00003003216],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028358423,0.00011878707,0.00025168894,0.00020523956,0.00029960574,0.004391884,0.00034664426,0.0000012250015,0.000038505776,0.0000050163894,0.9070008,0.08705702],"study_design_scores_gemma":[0.002760629,0.002182641,0.009086061,0.0051780185,0.00045905117,0.0039238897,0.00029858146,0.0000024468916,0.00004812507,0.000033518518,0.975698,0.0003290221],"about_ca_topic_score_codex":0.0011327555,"about_ca_topic_score_gemma":0.0006663319,"teacher_disagreement_score":0.13762769,"about_ca_system_score_codex":0.00038506187,"about_ca_system_score_gemma":0.0015541957,"threshold_uncertainty_score":0.99986035},"labels":[],"label_agreement":null},{"id":"W4411698382","doi":"10.1007/s10067-025-07546-1","title":"The relation between radiographic knee osteoarthritis severity and pain is stronger among more frail people","year":2025,"lang":"en","type":"article","venue":"Clinical Rheumatology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton; University of New Brunswick; Université de Sherbrooke; Dalhousie University","funders":"","keywords":"Medicine; Osteoarthritis; Physical therapy; Rheumatology; Internal medicine; Moderation; Radiography; Body mass index; Cohort; Knee pain; Cohort study; Surgery; Pathology","score_opus":0.01698098377095402,"score_gpt":0.3210507403753609,"score_spread":0.3040697566044069,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411698382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9718112,0.0020935542,0.00055914547,0.023882566,0.000509005,0.00052189647,0.0000145827335,0.00009789565,0.00051019184],"genre_scores_gemma":[0.99663466,0.0010794776,0.0002802989,0.0009457151,0.000047202484,0.000044420834,0.000039880553,0.000018250454,0.0009101161],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99753714,0.00054556364,0.00092374656,0.00047145053,0.00015427657,0.00036783455],"domain_scores_gemma":[0.9929792,0.0059665344,0.0001761449,0.0005805426,0.00011219994,0.00018532827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016186442,0.00018584525,0.00071313855,0.000110163935,0.00024925946,0.000028511673,0.00014577156,0.0005133875,0.0000622272],"category_scores_gemma":[0.004727958,0.00014570833,0.00020368323,0.0003574805,0.001025418,0.00007442861,0.00012774611,0.0007916644,0.000024072502],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079002166,0.00003525467,0.8540891,0.000057980833,0.00013595299,0.000006262289,0.00019911106,1.422767e-7,6.2898897e-7,0.00038025892,0.011770571,0.13324577],"study_design_scores_gemma":[0.0025470904,0.00038237026,0.9832334,0.0002713088,0.00011366316,0.00002945581,0.00023628956,0.00034671626,0.0000033303868,0.001987683,0.010729602,0.0001190848],"about_ca_topic_score_codex":0.0001763923,"about_ca_topic_score_gemma":0.00057348324,"teacher_disagreement_score":0.13312668,"about_ca_system_score_codex":0.000022819173,"about_ca_system_score_gemma":0.00010847583,"threshold_uncertainty_score":0.5941813},"labels":[],"label_agreement":null},{"id":"W4411718034","doi":"10.1136/bmjopen-2024-094645","title":"Effect of aerobic exercise combined with meditation on cognitive frailty: study protocol for a parallel group randomised controlled trial","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cognition; Mood; Physical therapy; Quality of life (healthcare); Randomized controlled trial; Dementia; Mindfulness; Aerobic exercise; Physical medicine and rehabilitation; Intervention (counseling); Gerontology; Disease; Clinical psychology; Psychiatry; Nursing","score_opus":0.05177749263848558,"score_gpt":0.44268007133135784,"score_spread":0.39090257869287226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411718034","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06396639,0.0000013739507,0.00050950743,0.00036407862,0.0001394705,0.931801,0.000007858243,0.000039654762,0.0031706481],"genre_scores_gemma":[0.16588262,1.3885384e-7,0.00030956548,0.00014298513,0.00006550431,0.8315007,0.000054390002,0.000026716785,0.0020173676],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99749213,0.0006421176,0.00075012643,0.00041378915,0.00047565837,0.00022615137],"domain_scores_gemma":[0.9947494,0.003998664,0.000422811,0.00040884438,0.00033322684,0.00008703719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026491645,0.00029173936,0.0017568548,0.00016816915,0.00008529182,0.000050093164,0.0002519029,0.00010076425,0.00006701583],"category_scores_gemma":[0.0033521957,0.00017931727,0.00018681734,0.00025320004,0.00007667199,0.00011544989,0.00008337022,0.00015293811,0.000009206227],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9870476,0.0028026877,0.000280484,0.0009559958,0.0007767001,0.00001992203,0.0005670187,0.0000072817197,0.000070946066,0.000037441954,0.0028903442,0.004543578],"study_design_scores_gemma":[0.90285975,0.08860641,0.0006694157,0.0044944715,0.0011591117,0.0000012744221,0.00033304215,0.0002971866,0.0013115852,0.000058513335,0.000048808055,0.00016040997],"about_ca_topic_score_codex":0.000052857064,"about_ca_topic_score_gemma":0.00008199892,"teacher_disagreement_score":0.10191623,"about_ca_system_score_codex":0.000054549808,"about_ca_system_score_gemma":0.00030708866,"threshold_uncertainty_score":0.7312346},"labels":[],"label_agreement":null},{"id":"W4411719502","doi":"10.1101/2025.06.27.25330394","title":"The Effects of COgNitive Training in Community-dwelling Older Adults at High Risk for demENTia (CONTENT): study protocol of two double-blind, randomized, placebo-controlled trials","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Chinese Academy of Medical Sciences; National Natural Science Foundation of China; China Medical Board","keywords":"Dementia; Randomized controlled trial; Protocol (science); Cognitive training; Placebo; Cognition; Gerontology; Physical medicine and rehabilitation; Cognitive decline; Medicine; Psychology; Psychiatry; Internal medicine; Alternative medicine; Disease","score_opus":0.07968990898558109,"score_gpt":0.38250855433348735,"score_spread":0.30281864534790626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411719502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55438334,0.0003299023,0.00088368944,0.00008192245,0.0005679618,0.44348952,0.00007243312,0.000038430924,0.00015277229],"genre_scores_gemma":[0.5725574,0.00005126414,0.00021779831,0.000022769282,0.000103734594,0.4265745,0.000067163,0.000045358327,0.0003600132],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.98084056,0.0121224085,0.004771995,0.00075413386,0.0008784247,0.0006324685],"domain_scores_gemma":[0.9094417,0.08409128,0.004081852,0.00118175,0.0010717118,0.00013169186],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.033039015,0.00083046925,0.008198356,0.0006210317,0.00034168153,0.0000473083,0.00077333464,0.00041535558,0.000026757953],"category_scores_gemma":[0.044287514,0.00052430254,0.0017522682,0.00030817903,0.000416355,0.000055629007,0.0007751077,0.0020562606,0.0000016802737],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9312367,0.0020200533,0.015069867,0.006776656,0.010504215,0.000014804981,0.028284635,0.00015648216,0.00008729649,0.000036395104,0.000019388237,0.0057935184],"study_design_scores_gemma":[0.94777244,0.0013381578,0.0021410363,0.022110349,0.010449239,0.0000018519758,0.0057471944,0.0011629249,0.008554191,0.00036552636,0.000007603648,0.0003494732],"about_ca_topic_score_codex":0.0028511744,"about_ca_topic_score_gemma":0.0038933877,"teacher_disagreement_score":0.071968876,"about_ca_system_score_codex":0.00015329805,"about_ca_system_score_gemma":0.0005456668,"threshold_uncertainty_score":0.9997209},"labels":[],"label_agreement":null},{"id":"W4411729116","doi":"10.1016/j.accpm.2025.101582","title":"The prevalence and trajectory of frailty in older surgical patients: A longitudinal multicentre cohort study","year":2025,"lang":"en","type":"article","venue":"Anaesthesia Critical Care & Pain Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network; Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research; University Health Network Foundation; Ontario Ministry of Health and Long-Term Care; ResMed","keywords":"Medicine; Cohort; Cohort study; Longitudinal study; Gerontology; Pediatrics; Physical therapy; Internal medicine; Pathology","score_opus":0.01358224460519483,"score_gpt":0.31870149398407904,"score_spread":0.30511924937888424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411729116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9801277,0.008005037,0.000044508583,0.009194818,0.00009283812,0.0018424928,0.0000031342768,0.000039414932,0.0006500718],"genre_scores_gemma":[0.9980453,0.00047148037,0.00007546522,0.001005406,0.000068304646,0.00010502309,0.000011163911,0.000019052422,0.00019879409],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99684453,0.00070955895,0.0007176478,0.00054360175,0.00074187573,0.00044281027],"domain_scores_gemma":[0.9962036,0.0024448554,0.00005621199,0.00055903615,0.00052505155,0.00021126258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016606152,0.0002682647,0.0006720691,0.00017128467,0.000120960314,0.000011993016,0.00020395927,0.00013265063,0.00008016647],"category_scores_gemma":[0.005558302,0.00017485132,0.00007299201,0.00044826898,0.001069074,0.00006175493,0.000056257097,0.00045774283,0.000001861642],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002829407,0.0007109253,0.97674733,0.0012091246,0.00004407953,0.00027832124,0.0020364285,3.7737806e-7,0.0000037644725,0.00030368642,0.0007300295,0.017652964],"study_design_scores_gemma":[0.005410948,0.0020154037,0.9820375,0.0016344535,0.00039691743,0.000009487293,0.0065120244,0.00010319552,0.000013473558,0.00003958805,0.0016906922,0.00013634567],"about_ca_topic_score_codex":0.00038907968,"about_ca_topic_score_gemma":0.00047163173,"teacher_disagreement_score":0.017917626,"about_ca_system_score_codex":0.00013460779,"about_ca_system_score_gemma":0.00011816964,"threshold_uncertainty_score":0.713023},"labels":[],"label_agreement":null},{"id":"W4411736746","doi":"10.1080/09638288.2025.2524835","title":"Goals of older adults transitioning from hospital to home in the community","year":2025,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Saskatchewan Health Research Foundation","keywords":"Gerontology; Psychology; Activities of daily living; Medicine; Psychiatry","score_opus":0.006383884020256612,"score_gpt":0.27637765756082794,"score_spread":0.2699937735405713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411736746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9681937,0.00008203606,0.00020115089,0.030086454,0.000076596276,0.0010402186,0.000038827155,0.000016919059,0.00026408196],"genre_scores_gemma":[0.9983239,0.0000037456998,0.0011693639,0.00034273457,0.00001449784,0.00007394229,0.00005743318,0.0000039270562,0.000010453692],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99884266,0.00039518403,0.0003323089,0.00017769537,0.00015006588,0.00010207414],"domain_scores_gemma":[0.9970801,0.0023563453,0.000031181982,0.00041043147,0.000087329616,0.0000346261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006909094,0.00008777064,0.00021904195,0.00005112246,0.00008068937,0.000010415274,0.00008590619,0.00007357021,0.000020757798],"category_scores_gemma":[0.0011886937,0.00006540988,0.00006696862,0.00031443906,0.00046913605,0.00008804278,0.000022916649,0.00023511473,0.0000016079997],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041106157,0.0018780946,0.8118255,0.0009192521,0.000021830636,3.9362277e-7,0.16157836,0.000023848315,0.00048383928,0.00051566487,0.00024876397,0.022093408],"study_design_scores_gemma":[0.0013703582,0.0004886114,0.9589938,0.0008202963,0.000026346752,3.0626947e-7,0.034685094,0.000060512833,0.00014621436,0.0033196511,0.00002984628,0.00005895638],"about_ca_topic_score_codex":0.0022079907,"about_ca_topic_score_gemma":0.000930899,"teacher_disagreement_score":0.14716832,"about_ca_system_score_codex":0.00006149335,"about_ca_system_score_gemma":0.000021246158,"threshold_uncertainty_score":0.3337836},"labels":[],"label_agreement":null},{"id":"W4411788762","doi":"10.46414/yasad.1569499","title":"Huzurevinde Yaşayan Yaşlı Bireylerin Kırılganlık ve Uyku Kalitesi Arasındaki İlişkinin Değerlendirilmesi","year":2025,"lang":"tr","type":"article","venue":"Yaşlı sorunları araştırma dergisi","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","score_opus":0.015153653064133849,"score_gpt":0.29972093464016863,"score_spread":0.2845672815760348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411788762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60962254,0.096583344,0.005040979,0.06789716,0.024901986,0.011794216,0.0015172412,0.004033736,0.17860879],"genre_scores_gemma":[0.8398644,0.0077019394,0.0043508746,0.015444004,0.0042335684,0.00063348573,0.0008224931,0.00080586463,0.1261434],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9806854,0.0012601285,0.0047197323,0.004678697,0.0033289331,0.0053271125],"domain_scores_gemma":[0.9871119,0.0021606348,0.0016346372,0.005413443,0.0015083171,0.0021710142],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0025937797,0.0036134573,0.004552995,0.0028226934,0.0014574024,0.0010070845,0.003315376,0.0026781033,0.0055320757],"category_scores_gemma":[0.0031647633,0.0038422607,0.002072446,0.005585969,0.0016659546,0.0014049914,0.0016079503,0.0045720683,0.009285103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029752054,0.0042768912,0.10894463,0.005779827,0.006382487,0.004390348,0.004720448,0.00022236252,0.016673367,0.016869694,0.7292147,0.09955003],"study_design_scores_gemma":[0.017211182,0.0013710164,0.11127023,0.0079528075,0.0035474838,0.0006677618,0.0027383792,0.0024634385,0.020499898,0.0018059857,0.82638973,0.004082114],"about_ca_topic_score_codex":0.001221104,"about_ca_topic_score_gemma":0.00072046084,"teacher_disagreement_score":0.23024182,"about_ca_system_score_codex":0.0019351065,"about_ca_system_score_gemma":0.0029997479,"threshold_uncertainty_score":0.9998426},"labels":[],"label_agreement":null},{"id":"W4411848299","doi":"10.1016/j.jgo.2025.102300","title":"A patient co-led project to set care and research priorities for older adults with cancer","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Victoria; University of Saskatchewan; BC Cancer Agency; Spinal Cord Injury BC; University of British Columbia","funders":"Michael Smith Health Research BC; Health Research","keywords":"Medicine; Cancer; Set (abstract data type); Family medicine; Gerontology; Internal medicine","score_opus":0.027261412499467865,"score_gpt":0.4197109458227572,"score_spread":0.39244953332328936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411848299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98496467,0.004165629,0.00009230753,0.006475243,0.0005543805,0.002140749,0.000043729415,0.000010489602,0.0015528172],"genre_scores_gemma":[0.9878519,0.0007917822,0.008509664,0.0007325916,0.000582639,0.00025489254,0.0000053640515,0.000023284356,0.0012478577],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99853146,0.00013871318,0.00044018807,0.00020362495,0.00035224127,0.00033379183],"domain_scores_gemma":[0.99728924,0.00056640006,0.00018135757,0.00014408283,0.0016764547,0.0001424898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044346572,0.0001245624,0.0005209446,0.00072612055,0.00009931306,0.000021142356,0.00009421159,0.00014091445,0.00002914569],"category_scores_gemma":[0.000493809,0.00008712471,0.000065576234,0.0005118195,0.00008733693,0.00006110472,0.00005183676,0.00039211096,0.0000012696505],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.029355869,0.00045527893,0.037860796,0.003791023,0.000608901,0.0005270406,0.07346503,0.00001856507,0.0006712596,0.000061245904,0.33868164,0.51450336],"study_design_scores_gemma":[0.03873141,0.05987786,0.11882624,0.0041214637,0.00075115834,0.0013004924,0.064383484,0.000050713246,0.0025778236,0.0000811932,0.7089168,0.00038137235],"about_ca_topic_score_codex":0.00019666417,"about_ca_topic_score_gemma":0.000314909,"teacher_disagreement_score":0.514122,"about_ca_system_score_codex":0.0006937468,"about_ca_system_score_gemma":0.0030406904,"threshold_uncertainty_score":0.53940547},"labels":[],"label_agreement":null},{"id":"W4411910446","doi":"10.2196/70204","title":"Association Between the Frailty Index Based on Laboratory Tests and All-Cause Mortality in Hospitalized Older Adults: Retrospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Retrospective cohort study; Cohort; Medicine; Association (psychology); Cohort study; Gerontology; Psychology; Internal medicine; World Wide Web; Computer science","score_opus":0.014406507732078968,"score_gpt":0.32785442009885424,"score_spread":0.31344791236677527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411910446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99245256,0.000044577173,0.000026493884,0.0027148412,0.00013171686,0.0031731587,0.000038481194,0.00011857253,0.0012996217],"genre_scores_gemma":[0.9980033,0.000007815001,0.000019859674,0.0011591065,0.00009125995,0.00037448283,0.00003356295,0.000023971223,0.00028662986],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978983,0.00024142925,0.00038609837,0.00052336487,0.00063898653,0.00031185374],"domain_scores_gemma":[0.9985552,0.00040651712,0.00017211685,0.000561636,0.00022929814,0.00007525726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010461115,0.00022924732,0.00045443533,0.0001994712,0.000098901975,0.0000553377,0.0001263037,0.00014913015,0.00003161134],"category_scores_gemma":[0.00088667474,0.00018312465,0.0000482519,0.00070063205,0.000052417454,0.0001210182,0.00007001868,0.0006144625,0.000005531557],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053776505,0.0003962443,0.99564344,0.00005825521,0.0007095976,0.000028018312,0.0012355533,0.000005346345,0.000012532826,0.0000057778743,0.0015392721,0.0003121732],"study_design_scores_gemma":[0.0053780754,0.0001608116,0.9920738,0.0005767546,0.00043738532,1.8666229e-7,0.0004884335,0.00054962136,0.000053852087,0.000040357118,0.0000790827,0.00016164088],"about_ca_topic_score_codex":0.00050711207,"about_ca_topic_score_gemma":0.000313706,"teacher_disagreement_score":0.005550775,"about_ca_system_score_codex":0.0009043847,"about_ca_system_score_gemma":0.00011995999,"threshold_uncertainty_score":0.74676067},"labels":[],"label_agreement":null},{"id":"W4411932982","doi":"10.1159/000547128","title":"Frailty Indices in Patients Undergoing Functional Neurosurgical Procedures: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Stereotactic and Functional Neurosurgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Neurosurgery; Deep brain stimulation; Neuromodulation; Quality of life (healthcare); Modalities; MEDLINE; Systematic review; Epilepsy surgery; Physical medicine and rehabilitation; Epilepsy; Surgery; Internal medicine; Disease; Psychiatry","score_opus":0.04288552619186318,"score_gpt":0.2972728962180364,"score_spread":0.2543873700261732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411932982","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00011948831,0.99278903,0.000011303173,0.0002622568,0.0017770494,0.0040108333,0.000077962155,0.00010788237,0.000844199],"genre_scores_gemma":[0.0003659697,0.9907086,0.0000078720295,0.0029385716,0.0002119574,0.00074351457,0.0005569892,0.000084953084,0.0043815994],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9944578,0.000570335,0.002214791,0.0011740883,0.0010370776,0.00054592453],"domain_scores_gemma":[0.9934397,0.0045195823,0.00093103887,0.00061769,0.00020337109,0.00028865706],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00052794575,0.0008729925,0.0041653328,0.0008966359,0.0001642288,0.00009809863,0.00013334217,0.00040864258,0.00019456065],"category_scores_gemma":[0.0064029642,0.0006768894,0.0007951347,0.00112963,0.00012933093,0.0002676154,0.00018898369,0.0012297791,0.000087389824],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107413456,0.00037628398,0.0033920705,0.98451877,0.00027265202,0.0001338812,0.000006171155,2.597096e-7,2.7815775e-8,0.00004025435,0.0050294437,0.0061227833],"study_design_scores_gemma":[0.001297497,0.00023404454,0.009891943,0.9181026,0.004110543,0.00089667103,0.000006785608,0.0000032153432,2.9657768e-8,0.000020040467,0.0648791,0.0005575242],"about_ca_topic_score_codex":0.000004207451,"about_ca_topic_score_gemma":0.0000066430125,"teacher_disagreement_score":0.066416144,"about_ca_system_score_codex":0.00022096318,"about_ca_system_score_gemma":0.0017250476,"threshold_uncertainty_score":0.9995682},"labels":[],"label_agreement":null},{"id":"W4412034846","doi":"10.1093/ageing/afaf133.035","title":"3201 Evaluation of a new frailty on-call shift for geriatric SpRs at St Thomas' Hospital (STH)","year":2025,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Gerontology; Geriatric care; Geriatrics; Psychiatry; Nursing","score_opus":0.0339605874523864,"score_gpt":0.32143317968606056,"score_spread":0.28747259223367416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412034846","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879859,0.0008975555,0.00083910953,0.0024928318,0.00027125026,0.00089788635,0.000014116039,0.000033059132,0.006568282],"genre_scores_gemma":[0.9908242,0.000043875454,0.000824799,0.00036496628,0.00018949927,0.000026919997,0.00004228535,0.0000132761015,0.007670138],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99906385,0.000027862956,0.0002207662,0.00024134605,0.0002710044,0.00017517678],"domain_scores_gemma":[0.9993952,0.0001608495,0.00007573636,0.00021964355,0.000073774296,0.00007479747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029378865,0.00011879252,0.00023277866,0.00010563984,0.000071710565,0.000015520636,0.000059432045,0.000082984545,0.00005510659],"category_scores_gemma":[0.00042587396,0.00010306572,0.000080980404,0.00014178785,0.000036867175,0.000062542655,0.00005155162,0.00008955128,0.000004766583],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000712316,0.00056466646,0.012232999,0.0014409507,0.0005096546,0.0008581274,0.008393787,0.000090742564,0.010113408,0.0015325058,0.18204625,0.7815046],"study_design_scores_gemma":[0.013067166,0.001401153,0.9171268,0.001401975,0.0011133155,0.000007376421,0.00037521112,0.0028739106,0.004875136,0.005632879,0.051747523,0.00037758032],"about_ca_topic_score_codex":0.00013086127,"about_ca_topic_score_gemma":0.00011692308,"teacher_disagreement_score":0.90489376,"about_ca_system_score_codex":0.00006998705,"about_ca_system_score_gemma":0.00010579757,"threshold_uncertainty_score":0.4202898},"labels":[],"label_agreement":null},{"id":"W4412079665","doi":"10.1016/j.ijnurstu.2025.105161","title":"Measurement properties of the Edmonton Frail Scale in older adults: A systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"International Journal of Nursing Studies","topic":"Frailty in Older Adults","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"National University of Singapore","keywords":"Meta-analysis; Scale (ratio); Gerontology; Psychology; MEDLINE; Medicine; Applied psychology; Geography; Political science","score_opus":0.21047743720517975,"score_gpt":0.41495813908952905,"score_spread":0.2044807018843493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412079665","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000071728878,0.99221516,0.000010161589,0.0058817375,0.00033948524,0.0014651606,0.000013593212,0.0000036769295,0.000063859945],"genre_scores_gemma":[0.002205288,0.996959,0.00007486484,0.00024870763,0.000050101447,0.000089618414,8.910539e-7,0.000013128651,0.0003584462],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99562407,0.00042031685,0.0021710782,0.00020621347,0.0014535795,0.00012472531],"domain_scores_gemma":[0.99510777,0.00012501885,0.001915802,0.00029733934,0.0025172355,0.00003683601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013026603,0.00032257842,0.0066077695,0.0006408331,0.00003198051,0.000020023137,0.00043820235,0.00007855748,0.000007719231],"category_scores_gemma":[0.0022873331,0.00014923638,0.0026868468,0.00053785776,0.00017750374,0.00007507107,0.00008877376,0.00037597987,5.3159056e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017871625,0.00024011533,0.000010622831,0.7199298,0.26788694,0.0000100419065,0.0011727425,9.2447794e-7,2.1954027e-7,0.0000036873482,0.00059074175,0.010136268],"study_design_scores_gemma":[0.0002012468,0.000025311128,0.000032314332,0.5476102,0.4513022,0.00011976041,0.00029910673,5.734222e-7,0.0000018078983,0.000006703808,0.00033870465,0.00006205614],"about_ca_topic_score_codex":0.00001419194,"about_ca_topic_score_gemma":0.000050306928,"teacher_disagreement_score":0.18341525,"about_ca_system_score_codex":0.0007349846,"about_ca_system_score_gemma":0.0002729346,"threshold_uncertainty_score":0.6085683},"labels":[],"label_agreement":null},{"id":"W4412091655","doi":"10.1080/00325481.2025.2530921","title":"Analysis of frailty determinants in chronic stroke patients","year":2025,"lang":"en","type":"article","venue":"Postgraduate Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stroke (engine); Gerontology; Physical medicine and rehabilitation; Physical therapy","score_opus":0.024802029456395338,"score_gpt":0.33235867075967784,"score_spread":0.30755664130328253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412091655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9912297,0.0007488837,0.00010003855,0.0032370964,0.0002880192,0.0005100496,0.00004604156,0.000037483238,0.003802675],"genre_scores_gemma":[0.9955127,0.00018308077,0.00008349313,0.000548656,0.00005353918,0.000019390112,0.00012387749,0.000015757954,0.0034594957],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99785185,0.00006237226,0.0008226359,0.0003844215,0.0005092142,0.00036948355],"domain_scores_gemma":[0.99862134,0.00019165114,0.0001818222,0.0006109971,0.00027100634,0.00012315664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029211293,0.00022925554,0.0010826468,0.001702237,0.000027921042,0.0000030283377,0.00018895732,0.000109180706,0.00019794944],"category_scores_gemma":[0.0008004786,0.00018012719,0.0001625872,0.002443012,0.00024655918,0.00005684642,0.0000747321,0.0002577146,0.000012437209],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018038349,0.00023879202,0.93500745,0.00027726206,0.0007033382,0.00003839997,0.0004201895,0.000030985,0.0024790007,0.000035656874,0.0010323126,0.05955623],"study_design_scores_gemma":[0.0062696254,0.000772125,0.9797933,0.0010445066,0.002111735,0.0000018176586,0.000076865064,0.0046830163,0.0039364975,0.000048230875,0.0011395642,0.00012272329],"about_ca_topic_score_codex":0.0013560666,"about_ca_topic_score_gemma":0.001375493,"teacher_disagreement_score":0.059433505,"about_ca_system_score_codex":0.00036964272,"about_ca_system_score_gemma":0.00019577802,"threshold_uncertainty_score":0.73453736},"labels":[],"label_agreement":null},{"id":"W4412354178","doi":"10.1101/2025.07.10.25331273","title":"Early screening for mild cognitive impairment among adults aged 60 and above: A pilot study at a secondary hospital in Ho Chi Minh City, Vietnam","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ho chi minh; Cognitive impairment; Gerontology; Medicine; Demography; Psychology; Cognition; Geography; Psychiatry; Sociology; Cartography","score_opus":0.026487170200843128,"score_gpt":0.296211597350218,"score_spread":0.2697244271493749,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412354178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819411,0.0008797468,0.00014266655,0.0006724517,0.0006800787,0.014060501,0.0009187504,0.00016415889,0.0005405236],"genre_scores_gemma":[0.9926511,0.0000778407,0.0009563364,0.00029407238,0.00025900564,0.002573606,0.00036454565,0.00009370922,0.0027297875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956539,0.00023162835,0.000990054,0.0016794289,0.0006686152,0.00077631866],"domain_scores_gemma":[0.99769044,0.00047162984,0.00040253872,0.0007596974,0.00030556944,0.00037010518],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00090855884,0.0008229164,0.0014055448,0.00058289646,0.00018584823,0.00009226452,0.00035943906,0.0003311061,0.00009092572],"category_scores_gemma":[0.0006650481,0.00081891386,0.0002512664,0.0003148332,0.0002567841,0.00012795317,0.001734143,0.0016916229,0.000008242664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004117616,0.0026557015,0.9710332,0.0017558632,0.00076110184,0.00049337116,0.015298676,0.00000353771,0.000032790158,6.9339853e-7,0.0008321687,0.0030152928],"study_design_scores_gemma":[0.022593249,0.0093639465,0.95552444,0.00853897,0.0005567625,0.000012966089,0.0021228495,0.00033796648,0.00021023114,0.000034923218,0.000030178,0.0006735006],"about_ca_topic_score_codex":0.0014262574,"about_ca_topic_score_gemma":0.0051017604,"teacher_disagreement_score":0.018475633,"about_ca_system_score_codex":0.00029680165,"about_ca_system_score_gemma":0.00026622452,"threshold_uncertainty_score":0.9994262},"labels":[],"label_agreement":null},{"id":"W4412365282","doi":"10.1111/jgs.19611","title":"<scp>JAGS</scp> Remains Committed to Scientific Principles That Support Better Health and Function for All Older Adults: Disparities, Diversity in Research, and Respectful Discourse","year":2025,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Diversity (politics); Function (biology); Gerontology; MEDLINE; Genetics; Law","score_opus":0.07209260087323023,"score_gpt":0.3670743989911774,"score_spread":0.29498179811794717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412365282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95160544,0.0005810831,0.0007839514,0.045643814,0.000438829,0.0008282224,0.000054984455,0.000011763406,0.000051892006],"genre_scores_gemma":[0.9833972,0.0011419922,0.0045053563,0.0077120634,0.00023531976,0.000013803778,0.0000138234645,0.000024360219,0.0029560875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99779284,0.00019669246,0.00045485725,0.00033054216,0.00072325964,0.0005018098],"domain_scores_gemma":[0.99767876,0.00071583467,0.0004875484,0.0003797528,0.00041786276,0.00032025858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027109147,0.00016010276,0.0004988405,0.00029383323,0.00061939453,0.00012443382,0.00029812416,0.00006220788,0.0000017227716],"category_scores_gemma":[0.0009166193,0.000118146956,0.00019292311,0.0011393623,0.0008198121,0.00016368873,0.0006873603,0.0006558782,4.6066444e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040687318,0.00027554866,0.624446,0.00035848937,0.00016794,0.0000071266377,0.012653394,0.000005677313,0.000117374955,0.00008342052,0.35768545,0.003792733],"study_design_scores_gemma":[0.0032864942,0.001355227,0.9255728,0.00052822893,0.00012453372,0.00004655439,0.026511239,0.00014565449,0.00007702022,0.0006545909,0.041614935,0.0000827294],"about_ca_topic_score_codex":0.00036438383,"about_ca_topic_score_gemma":0.00033367117,"teacher_disagreement_score":0.31607053,"about_ca_system_score_codex":0.00056188414,"about_ca_system_score_gemma":0.0005593967,"threshold_uncertainty_score":0.48178932},"labels":[],"label_agreement":null},{"id":"W4412392349","doi":"10.1016/j.jamda.2025.105756","title":"Gender Differences in Frailty Progression and Recovery in Older Adults in Long-Term Care","year":2025,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Health; Surrey Memorial Hospital","funders":"Surrey Hospitals Foundation; Canadian Institutes of Health Research","keywords":"Medicine; Odds; Demography; Marital status; Poisson regression; Gerontology; Logistic regression; Odds ratio; Population; Internal medicine; Environmental health","score_opus":0.009655221705564048,"score_gpt":0.3071919092344348,"score_spread":0.29753668752887075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412392349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99303204,0.0012992561,0.0000115680195,0.00471606,0.00043880503,0.00027743576,0.0000021217938,0.0000069486086,0.00021577577],"genre_scores_gemma":[0.99821824,0.00086641597,0.00007428338,0.00062476774,0.00009154191,0.000008358074,0.0000027675833,0.000008323697,0.000105286716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997703,0.00036989286,0.0006354386,0.00016873641,0.00088344776,0.00023948625],"domain_scores_gemma":[0.99851656,0.0004866809,0.0006490672,0.00011796981,0.00012015641,0.000109570654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00074040587,0.0001276982,0.0005551214,0.00035898358,0.000025023457,0.000016736385,0.00016759524,0.00013716667,0.000027978085],"category_scores_gemma":[0.0042968495,0.00008228275,0.00009383708,0.0007882582,0.00009494893,0.000096238204,0.00006976936,0.0007611841,5.466692e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002123264,0.00020307087,0.85153204,0.00009397343,0.000030853575,0.00004579737,0.0013628636,9.118038e-7,0.000041765717,8.3365995e-7,0.00027797717,0.14619762],"study_design_scores_gemma":[0.0025847948,0.00013868362,0.9919301,0.004423053,0.000031046035,0.000010103197,0.0005774221,0.00007669077,0.00010405471,0.00003316041,0.00001856778,0.00007229372],"about_ca_topic_score_codex":0.00045244754,"about_ca_topic_score_gemma":0.0016241699,"teacher_disagreement_score":0.14612532,"about_ca_system_score_codex":0.0010587567,"about_ca_system_score_gemma":0.00035022403,"threshold_uncertainty_score":0.51440406},"labels":[],"label_agreement":null},{"id":"W4412450483","doi":"10.3390/healthcare13141704","title":"Multidisciplinary Care in a Public University Family Medicine Group in Québec (Canada): Data on Patients’ Follow-Up and Cardiometabolic Risk Management","year":2025,"lang":"en","type":"article","venue":"Healthcare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre Intégré de Santé et Services Sociaux de Chaudière-Appalache; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation; Cegep regional de Lanaudiere; Université Laval","funders":"","keywords":"Medicine; Waist; Multidisciplinary approach; Anthropometry; Blood pressure; Family medicine; Public health; Body mass index; Gerontology; Internal medicine; Nursing","score_opus":0.03366799905741774,"score_gpt":0.2921427523111735,"score_spread":0.25847475325375574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412450483","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9545952,0.0054626483,0.000011147178,0.02121409,0.00048277416,0.001559867,0.00029799345,0.0000582768,0.016317986],"genre_scores_gemma":[0.9956806,0.0014594041,0.00014240161,0.000887347,0.000030112338,0.000010450951,0.00041925866,0.000022850832,0.001347609],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99814665,0.00019635833,0.0002930318,0.00061601907,0.00038197916,0.0003659561],"domain_scores_gemma":[0.9986437,0.00009221336,0.000071666655,0.00090116635,0.0000844813,0.00020677502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021364201,0.00019197575,0.00045605854,0.0007465172,0.00010442212,0.0000054073507,0.00026825725,0.000090204,0.000011390504],"category_scores_gemma":[0.0001539143,0.00018399494,0.000022889168,0.0009842803,0.00008008501,0.00008316683,0.0004586972,0.00036034244,0.0000027595822],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025943952,0.00007638938,0.8604061,0.000739967,0.000046616497,0.00019857599,0.0009070197,0.0000013375658,4.7189206e-7,0.0004154138,0.005360299,0.13158834],"study_design_scores_gemma":[0.007709034,0.00020604167,0.88028127,0.00080721435,0.000050836803,0.0000010358584,0.012823042,0.00009787785,2.562366e-7,0.0000129515465,0.097898655,0.00011179704],"about_ca_topic_score_codex":0.86067206,"about_ca_topic_score_gemma":0.98652875,"teacher_disagreement_score":0.13147655,"about_ca_system_score_codex":0.0011847243,"about_ca_system_score_gemma":0.0006498281,"threshold_uncertainty_score":0.7503096},"labels":[],"label_agreement":null},{"id":"W4412487570","doi":"10.1093/ageing/afaf192","title":"Can laboratory test-based frailty indices contribute to frailty screening in emergency departments?","year":2025,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Intraclass correlation; Reliability (semiconductor); Emergency department; Predictive validity; Emergency medicine; Construct validity; Retrospective cohort study; Internal medicine; Psychometrics; Psychiatry; Clinical psychology","score_opus":0.0195190710274892,"score_gpt":0.30061052758130696,"score_spread":0.2810914565538178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412487570","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99030805,0.00085211126,0.0010345775,0.0053983536,0.00016103455,0.0005285493,0.000086127955,0.00009005936,0.001541135],"genre_scores_gemma":[0.99355185,0.000050897812,0.0013494154,0.003698914,0.0000725916,0.00005333357,0.000059327496,0.00001720084,0.0011464455],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864846,0.00004668729,0.0003565059,0.00036156055,0.0002030791,0.0003837296],"domain_scores_gemma":[0.99923193,0.00017940091,0.00006574809,0.00026385664,0.00007630685,0.00018275088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022463322,0.00019201158,0.0003264074,0.00027454214,0.00012482575,0.00003378845,0.000105036364,0.0001064157,0.00007969708],"category_scores_gemma":[0.0008214416,0.00018539673,0.00004415969,0.0006938265,0.00003611522,0.00009288085,0.00007875411,0.0002662258,0.000009530254],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011862393,0.00024578106,0.9119327,0.0003595564,0.0001287084,0.01086412,0.0010796521,0.00006424103,0.018096898,0.000089522306,0.008234626,0.048785537],"study_design_scores_gemma":[0.0026730988,0.00016428565,0.9670901,0.00071217783,0.00007403347,0.0000022115132,0.00023089162,0.00030879554,0.004818427,0.00015519004,0.023539416,0.00023137357],"about_ca_topic_score_codex":0.0007827226,"about_ca_topic_score_gemma":0.003646712,"teacher_disagreement_score":0.055157363,"about_ca_system_score_codex":0.000053554708,"about_ca_system_score_gemma":0.000108538574,"threshold_uncertainty_score":0.7560259},"labels":[],"label_agreement":null},{"id":"W4412521543","doi":"10.1016/j.ajog.2025.07.028","title":"Association of frailty with healthcare utilization and days alive at home in patients with gynecologic cancers: a population-based study","year":2025,"lang":"en","type":"article","venue":"American Journal of Obstetrics and Gynecology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; University of Toronto; Ontario Clinical Oncology Group; McMaster University Medical Centre","funders":"Fondation du cancer des Cèdres; Eisai; Institute for Clinical Evaluative Sciences; Hamilton Health Sciences; GlaxoSmithKline; Ontario Ministry of Health and Long-Term Care; Population Health Research Institute","keywords":"Medicine; Laparotomy; Frailty Index; Malignancy; Gynecologic oncology; Multivariate analysis; Health care; Internal medicine; Population; Surgery","score_opus":0.014800336447522159,"score_gpt":0.28087448566244466,"score_spread":0.2660741492149225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412521543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979743,0.00034676018,0.000049457278,0.0009726499,0.00016069334,0.0004569318,0.000012888233,0.000004115974,0.000022233837],"genre_scores_gemma":[0.99897313,0.000086639375,0.00047408452,0.00038206376,0.000005585394,0.0000069911516,0.000016098997,0.000008380968,0.00004702139],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987802,0.00016390174,0.00044356822,0.00016858302,0.00027152392,0.00017223148],"domain_scores_gemma":[0.995791,0.0025701409,0.000860703,0.00010430968,0.00059181504,0.00008201681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023287568,0.000117396004,0.00056499534,0.0004992475,0.000050771272,0.000007090084,0.00004896286,0.0000644133,0.000011179151],"category_scores_gemma":[0.0024368817,0.000086467895,0.000020775586,0.000940578,0.00007813353,0.000051406867,0.000023319739,0.00018820634,8.4567056e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037563065,0.0003299382,0.961001,0.00005047148,0.00013067224,0.000018684945,0.0004423649,0.00015365458,0.0000011062511,0.000007784297,0.000018660874,0.037470054],"study_design_scores_gemma":[0.00761762,0.011717504,0.9789805,0.00009747466,0.00015385056,0.0000022041404,0.0011201139,0.0001348566,0.0000041375697,0.000019069952,0.000079111334,0.00007356153],"about_ca_topic_score_codex":0.00048123868,"about_ca_topic_score_gemma":0.0023941977,"teacher_disagreement_score":0.03739649,"about_ca_system_score_codex":0.0011013092,"about_ca_system_score_gemma":0.00031467713,"threshold_uncertainty_score":0.35260585},"labels":[],"label_agreement":null},{"id":"W4412529870","doi":"10.1007/s40140-025-00702-y","title":"Evidence-Based Frailty Assessment for the Older Surgical Patient: a Narrative Review of Instruments, Barriers and Solutions","year":2025,"lang":"en","type":"review","venue":"Current anesthesiology reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Public Health; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Anesthesiology; Medicine; Narrative review; Narrative; Pain medicine; Gerontology; Medical education; Intensive care medicine; Anesthesia","score_opus":0.10651846975617936,"score_gpt":0.4118856027904401,"score_spread":0.3053671330342608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412529870","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010395274,0.9908421,0.000048054968,0.001170122,0.00087877107,0.0068231295,0.00004362004,0.000038785638,0.000051437928],"genre_scores_gemma":[0.00015508725,0.9961159,0.00020984179,0.00029609178,0.00009720373,0.0025079984,0.0004554999,0.000030656818,0.00013168089],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958468,0.00059754984,0.0018805098,0.000843313,0.0003858085,0.00044598902],"domain_scores_gemma":[0.9940929,0.0026179564,0.001582528,0.0010430681,0.0004414985,0.00022208407],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012226503,0.0005777771,0.0029422021,0.00020302358,0.0002682484,0.000012550148,0.00019468716,0.00038583332,0.00015489403],"category_scores_gemma":[0.0029460192,0.00034411013,0.00090783415,0.00040015826,0.000603393,0.000071384726,0.00013921423,0.00067135197,0.0000011853527],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018891431,0.00010306443,0.00088200206,0.17115231,0.00023962597,0.00011769498,0.00007052628,1.8928027e-7,4.2291596e-8,0.000047716552,0.008876489,0.81849146],"study_design_scores_gemma":[0.00026271294,0.00031562243,0.0002003093,0.3514595,0.0025868404,0.0010123923,0.000028452247,0.000007235241,5.1742796e-7,0.000024392255,0.64391327,0.00018877465],"about_ca_topic_score_codex":0.0000062247886,"about_ca_topic_score_gemma":0.0000015200699,"teacher_disagreement_score":0.8183027,"about_ca_system_score_codex":0.00018860798,"about_ca_system_score_gemma":0.0036191829,"threshold_uncertainty_score":0.9999011},"labels":[],"label_agreement":null},{"id":"W4412549651","doi":"10.1017/s0714980825100196","title":"Exploring Frailty in Older Adults with Cancer: Journey Mapping a Patient-reported Outcome Measure","year":2025,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Cancer Agency; Canadian Patient Safety Institute; Trinity Western University; Centre for Advancing Health Outcomes; Western University; University of Victoria","funders":"Canadian Frailty Network","keywords":"Patient-reported outcome; Narrative; Distress; Social isolation; Gerontology; Emotional distress; Psychology; Qualitative research; Older people; Medicine; Clinical psychology; Quality of life (healthcare); Anxiety; Psychotherapist; Psychiatry; Sociology","score_opus":0.048350659578704255,"score_gpt":0.2571096556988788,"score_spread":0.2087589961201745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412549651","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9685569,0.0012083495,0.00010963375,0.025005542,0.0016591814,0.0009409591,0.00003235163,0.000044273533,0.0024428323],"genre_scores_gemma":[0.99472433,0.0002436474,0.0003109589,0.0032042349,0.00027186406,0.00020829886,0.000021970904,0.000081701925,0.0009329898],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962406,0.00015042177,0.0011867763,0.0006613452,0.00031292383,0.001447942],"domain_scores_gemma":[0.9959838,0.000112676,0.0004079399,0.00061433006,0.0005573805,0.002323875],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007999776,0.0005181513,0.0007905734,0.0018957452,0.00043113547,0.00018054625,0.00032714865,0.0001382109,0.00029652912],"category_scores_gemma":[0.00066512055,0.00047549294,0.00018439954,0.0012501433,0.000098193515,0.00031230706,0.000027975178,0.001423285,0.0000072856515],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029383792,0.00019284153,0.7958313,0.00087434286,0.0007915076,0.027412178,0.03934041,0.0017232946,0.00013614836,0.00041776442,0.006515784,0.12647058],"study_design_scores_gemma":[0.009689766,0.0004898183,0.74303454,0.041634116,0.00029543275,0.0034577083,0.014657509,0.0005646181,0.00021108748,0.000039759016,0.18486618,0.0010594848],"about_ca_topic_score_codex":0.0950508,"about_ca_topic_score_gemma":0.7183772,"teacher_disagreement_score":0.62332636,"about_ca_system_score_codex":0.004906919,"about_ca_system_score_gemma":0.0024827695,"threshold_uncertainty_score":0.9997697},"labels":[],"label_agreement":null},{"id":"W4412596108","doi":"10.1097/cpt.0000000000000296","title":"Machine Learning to Predict Patients at Risk for Frailty in Postoperative Cardiac Patients Using Electrocardiogram and Accelerometer Data","year":2025,"lang":"en","type":"article","venue":"Cardiopulmonary Physical Therapy Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Accelerometer; Medicine; Cardiology; Machine learning; Artificial intelligence; Internal medicine; Computer science; Operating system","score_opus":0.033836673251323016,"score_gpt":0.31494210502642805,"score_spread":0.28110543177510505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412596108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948381,0.0016487122,0.00053664274,0.00023830571,0.00040992632,0.0015916331,0.00050696085,0.00003708482,0.00019261606],"genre_scores_gemma":[0.9964374,0.0010455925,0.000995627,0.00038929557,0.00043768418,0.00004796783,0.0004028261,0.00006151787,0.00018211087],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973863,0.00039274347,0.00046437493,0.0006686455,0.0005155258,0.0005724409],"domain_scores_gemma":[0.9984415,0.0002177924,0.00015233729,0.00056159415,0.000318808,0.0003079612],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004413098,0.0003833917,0.0009694888,0.00032444386,0.00040138,0.0000833081,0.00031349223,0.00012014026,0.0000058576147],"category_scores_gemma":[0.00030409163,0.00031287706,0.00036933194,0.00047547754,0.000081031685,0.00035016108,0.00035045302,0.0009139613,0.0000030531944],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025189796,0.00045208106,0.8115424,0.000027832988,0.0008670719,0.000014197282,0.00046228713,0.0003339257,0.0020596301,0.0000017705621,0.0010064678,0.18071339],"study_design_scores_gemma":[0.009434867,0.0026220323,0.9421816,0.00032757863,0.00038093925,0.00003069896,0.00006305759,0.0128459,0.0007334142,0.00021677771,0.030710641,0.000452535],"about_ca_topic_score_codex":0.0000296879,"about_ca_topic_score_gemma":0.0000016354511,"teacher_disagreement_score":0.18026085,"about_ca_system_score_codex":0.00039678838,"about_ca_system_score_gemma":0.0000914952,"threshold_uncertainty_score":0.99993235},"labels":[],"label_agreement":null},{"id":"W4412603486","doi":"10.1016/j.jgo.2025.102322","title":"Translation and psychometric validation of the Chinese version of the self-administered Geriatric-8 (S-G8) questionnaire for older patients with cancer","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network","funders":"National Key Research and Development Program of China; Natural Science Foundation of Chongqing; Beijing Xisike Clinical Oncology Research Foundation","keywords":"Medicine; Psychometrics; Family medicine; Psychometric testing; Gerontology; Cancer; Clinical psychology; Internal medicine; Internal consistency","score_opus":0.00934447888844395,"score_gpt":0.3087816810481255,"score_spread":0.2994372021596815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412603486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99186367,0.001081293,0.00045199553,0.004165932,0.0014020152,0.0008502062,0.000017904202,0.0000048010916,0.00016219016],"genre_scores_gemma":[0.99795014,0.0002334303,0.0014545077,0.00009645887,0.00014007279,0.000010206775,0.0000028011696,0.000009645793,0.000102722355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873805,0.00013751036,0.0006034307,0.000117638585,0.00029514695,0.00010823497],"domain_scores_gemma":[0.99784654,0.00025660373,0.0009944498,0.0001795624,0.0006815256,0.00004131002],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034108726,0.00011264485,0.00039527897,0.00036936993,0.00006976645,0.000005463728,0.00014321056,0.00013787222,0.000016117881],"category_scores_gemma":[0.00031446444,0.000057259822,0.0001414149,0.0013384497,0.00005947744,0.00009779834,0.000023710852,0.000165826,1.2162798e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024462554,0.00078872545,0.91584885,0.00067435985,0.00026790352,6.1894843e-7,0.00086534425,0.00007623795,0.0008795022,0.000012329395,0.0019368056,0.076203085],"study_design_scores_gemma":[0.009831916,0.0013299761,0.9853358,0.0002756406,0.00072812155,0.000018809063,0.00004104862,0.000077123004,0.0007699524,0.000081027094,0.0014586378,0.000051941042],"about_ca_topic_score_codex":0.000020202624,"about_ca_topic_score_gemma":0.000018030845,"teacher_disagreement_score":0.07615114,"about_ca_system_score_codex":0.0001953764,"about_ca_system_score_gemma":0.00059531326,"threshold_uncertainty_score":0.23349878},"labels":[],"label_agreement":null},{"id":"W4412603985","doi":"10.1016/j.jnha.2025.100636","title":"Capturing vitality: Toward a multidimensional lens for intrinsic capacity and healthy aging","year":2025,"lang":"en","type":"editorial","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Vitality; Intrinsic motivation; Healthy aging; Psychology; Lens (geology); Gerontology; Physics; Medicine; Social psychology; Optics; Philosophy; Theology","score_opus":0.04553409641424749,"score_gpt":0.3440656801879794,"score_spread":0.2985315837737319,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412603985","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042314347,0.040132754,0.0040163016,0.24070084,0.6681953,0.0038158067,0.0006679924,0.00012259062,0.000034068467],"genre_scores_gemma":[0.065314755,0.02533186,0.01647576,0.008541383,0.8836225,0.000073532196,0.00027858053,0.00013912891,0.00022248657],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99597883,0.00043753296,0.0015292827,0.00033088226,0.0010784148,0.0006450783],"domain_scores_gemma":[0.9931442,0.0035295596,0.001410036,0.0003263082,0.0012152351,0.00037464354],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0037726243,0.00039011167,0.0012885268,0.0005704206,0.0004775353,0.00004400793,0.00019763826,0.00035657312,0.0000051166962],"category_scores_gemma":[0.0017674526,0.00030773832,0.00027245015,0.00023156437,0.00014365444,0.00022831853,0.0001041006,0.002422254,0.0000011124926],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012451665,0.0003903483,0.00006379417,0.01763006,0.0002595672,0.000030944044,0.003347673,0.00000943317,0.000100285535,0.000040417133,0.9688205,0.008061806],"study_design_scores_gemma":[0.016685253,0.002261728,0.0006777464,0.035106827,0.0007722808,0.000977824,0.0014186072,0.00021656229,0.00030808794,0.0010536832,0.94004613,0.00047526648],"about_ca_topic_score_codex":0.0007225222,"about_ca_topic_score_gemma":0.00007341387,"teacher_disagreement_score":0.23215947,"about_ca_system_score_codex":0.0011504563,"about_ca_system_score_gemma":0.0019101293,"threshold_uncertainty_score":0.9999375},"labels":[],"label_agreement":null},{"id":"W4412629565","doi":"10.1016/j.arrct.2025.100499","title":"Cognitive Impairment Highly Prevalent and Associated With Reduced Physical Function in Older Veteran Clinical Exercise Program","year":2025,"lang":"en","type":"article","venue":"Archives of Rehabilitation Research and Clinical Translation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Manitoba Society of Occupational Therapists; National Institute on Aging; Office of Rural Health; Rehabilitation Research and Development Service; U.S. Department of Veterans Affairs","keywords":"Gerontology; Cognition; Cognitive impairment; Dementia; Physical medicine and rehabilitation; Medicine; Physical therapy; Psychology; Clinical psychology; Psychiatry; Internal medicine; Disease","score_opus":0.06419691456689039,"score_gpt":0.4538803688524797,"score_spread":0.38968345428558926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412629565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921129,0.00025254503,0.00023560137,0.003548938,0.000043242755,0.0032494732,0.000012614322,0.00003827527,0.0005064489],"genre_scores_gemma":[0.9965668,0.00046307372,0.0024682386,0.000027329157,0.00003363445,0.00021807705,0.00008304439,0.000011666577,0.00012817603],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9970186,0.0009623124,0.00080645655,0.00052030646,0.0004318857,0.00026048737],"domain_scores_gemma":[0.9860648,0.013221312,0.00009947858,0.00017557762,0.00026564713,0.00017320423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019322265,0.00013175249,0.00047006636,0.0003063444,0.00006844642,0.000020630116,0.000048124424,0.00012005609,0.000004952773],"category_scores_gemma":[0.0021363564,0.00010594823,0.00012516914,0.00043591807,0.0013179395,0.00012204222,0.000026281612,0.0006051494,9.4296763e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008422877,0.004347847,0.41776764,0.00042177088,0.00012292598,0.0000020792822,0.0015601915,0.0000015406548,0.00012438925,0.000099255296,0.000022310036,0.56710714],"study_design_scores_gemma":[0.012095234,0.017097194,0.9588376,0.0032462834,0.00013720899,5.684783e-7,0.0007995176,0.0035639869,0.000051228824,0.004057994,0.000028523074,0.000084637184],"about_ca_topic_score_codex":0.00002420369,"about_ca_topic_score_gemma":0.00006629178,"teacher_disagreement_score":0.5670225,"about_ca_system_score_codex":0.00002003479,"about_ca_system_score_gemma":0.00015714401,"threshold_uncertainty_score":0.4856003},"labels":[],"label_agreement":null},{"id":"W4412631469","doi":"10.1245/s10434-025-17824-6","title":"Homecare After Cancer Surgery for Older Adults: Derivation and Validation of a Predictive Tool","year":2025,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bruyère; Ottawa Hospital; University of Ottawa; Queen's University; University of Toronto; Health Sciences Centre; Sunnybrook Hospital; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Surgical oncology; Medicine; Cancer; General surgery; Surgery; Oncology; Internal medicine","score_opus":0.03556217817192084,"score_gpt":0.3649895789932523,"score_spread":0.3294274008213315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412631469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9787518,0.0014090216,0.00036138407,0.017845416,0.00018732605,0.0006957445,0.00015014876,0.000017045466,0.00058212416],"genre_scores_gemma":[0.9961266,0.0021346582,0.0001972409,0.000652962,0.00007852417,0.00045086636,0.00008873425,0.00000844518,0.0002619878],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989957,0.000058249716,0.00044846535,0.00020798553,0.00012788194,0.00016169643],"domain_scores_gemma":[0.9978942,0.0010694677,0.00016597773,0.00012653822,0.00069606135,0.000047705573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000267056,0.00009785251,0.00051180803,0.00016553306,0.000016571747,0.0000024880146,0.000033061602,0.00018979402,0.00012410786],"category_scores_gemma":[0.00021714291,0.00008478385,0.000119528566,0.00019380775,0.00014545476,0.000081914375,0.000031193696,0.00007782651,4.7398305e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.020363377,0.0011208894,0.23936832,0.0035516573,0.00065165287,0.00005970809,0.0021597352,0.000027452097,0.00038745083,0.0005553992,0.04822622,0.6835281],"study_design_scores_gemma":[0.009686202,0.0017356817,0.7065932,0.00368117,0.000373865,0.000034090495,0.0005167264,0.00058938045,0.060991462,0.0010516951,0.21447097,0.00027553752],"about_ca_topic_score_codex":0.00006967673,"about_ca_topic_score_gemma":0.000014328782,"teacher_disagreement_score":0.6832526,"about_ca_system_score_codex":0.000034179917,"about_ca_system_score_gemma":0.00022765847,"threshold_uncertainty_score":0.3457385},"labels":[],"label_agreement":null},{"id":"W4412648363","doi":"10.1093/eurjcn/zvaf122.126","title":"The impact of frailty on cardiac surgery outcomes: an international cohort study","year":2025,"lang":"en","type":"article","venue":"European Journal of Cardiovascular Nursing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"St. Boniface Hospital","funders":"","keywords":"Medicine; Cohort; Cohort study; Cardiac surgery; Intensive care medicine; Gerontology; Emergency medicine; Internal medicine","score_opus":0.030439977302267385,"score_gpt":0.3376566926336342,"score_spread":0.3072167153313668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412648363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97368884,0.0019774064,0.00074057106,0.0003914334,0.0027867032,0.00040086536,0.0000066264442,0.000019159763,0.019988393],"genre_scores_gemma":[0.99894243,0.0002503553,0.00010202114,0.000033801585,0.00042930915,9.75917e-7,0.0000046216983,0.000037287205,0.00019920718],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9961674,0.0014814647,0.000809555,0.00020638273,0.0011135087,0.00022168366],"domain_scores_gemma":[0.9976955,0.00035551755,0.00030469065,0.00089733186,0.00060438813,0.00014254618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006080109,0.00020424934,0.0009781824,0.0003340115,0.000115041075,0.000064,0.00035784356,0.000026122203,0.000009803868],"category_scores_gemma":[0.0010633229,0.00012601091,0.002857262,0.00025418255,0.000128533,0.00016633877,0.000032750315,0.0004384656,0.000006322706],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005503027,0.0007429609,0.6925383,0.000014195157,0.025339842,0.00055511843,0.00075970555,0.0025070696,0.00008614477,0.000010886737,0.0053550377,0.2715404],"study_design_scores_gemma":[0.0012345322,0.0006450761,0.99076134,0.0007266032,0.0013306808,0.00012573111,0.0006370134,0.0000327874,0.00013400095,0.0000112844045,0.0042630825,0.00009788154],"about_ca_topic_score_codex":0.000021309903,"about_ca_topic_score_gemma":2.3688993e-7,"teacher_disagreement_score":0.298223,"about_ca_system_score_codex":0.00033275704,"about_ca_system_score_gemma":0.00021453414,"threshold_uncertainty_score":0.5138576},"labels":[],"label_agreement":null},{"id":"W4412672942","doi":"10.1016/j.ijrobp.2025.07.1431","title":"Associations Between G8 Geriatric Screening Score, Charlson Comorbidity Index, AI-Based Age Phenotype, and Overall Survival in Older Adults With Stage I-II Non-Small Cell Lung Cancer","year":2025,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"National Cancer Institute; National Institutes of Health; Varian Medical Systems; Brigham and Women's Hospital; AstraZeneca; Dana-Farber Cancer Institute; Foundation for the National Institutes of Health","keywords":"Charlson comorbidity index; Comorbidity; Medicine; Stage (stratigraphy); Internal medicine; Gerontology; Overall survival; Oncology; Frailty Index","score_opus":0.018287947274870077,"score_gpt":0.3182957871973259,"score_spread":0.3000078399224558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412672942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95838094,0.00044715934,0.03470818,0.0039099366,0.0011303838,0.0006008309,0.0003421906,0.000033320783,0.00044706347],"genre_scores_gemma":[0.9944847,0.0002896809,0.002056337,0.0013274451,0.001176988,0.000025055635,0.00037467259,0.000033180408,0.00023193483],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997854,0.00023068934,0.000861427,0.00035083512,0.00037240333,0.00033062362],"domain_scores_gemma":[0.9971044,0.0006296383,0.0010993098,0.00016794093,0.0008560808,0.00014262665],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006218041,0.00028131407,0.00075901486,0.00046474993,0.000121216784,0.000042128668,0.0003171568,0.00033680152,0.000039431037],"category_scores_gemma":[0.00022278827,0.0002590737,0.00013785882,0.0003987224,0.00013280955,0.00027170414,0.00009800685,0.0009557316,0.0000018997139],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006147687,0.000441286,0.9763097,0.000054450542,0.0004441362,0.000056035682,0.0006253307,0.002054248,0.00021210226,0.0002469979,0.0006066124,0.01833432],"study_design_scores_gemma":[0.018580187,0.00055502343,0.9690944,0.00047998753,0.00024411823,0.000004812447,0.00005151049,0.00884382,0.0005421918,0.0002505069,0.0011294291,0.00022400022],"about_ca_topic_score_codex":0.00073772104,"about_ca_topic_score_gemma":0.0004387474,"teacher_disagreement_score":0.03610377,"about_ca_system_score_codex":0.001108107,"about_ca_system_score_gemma":0.0011752852,"threshold_uncertainty_score":0.9999862},"labels":[],"label_agreement":null},{"id":"W4412674920","doi":"10.21203/rs.3.rs-7145275/v1","title":"HCT Frailty Scale (HCT-FS) for Assessing Frailty in Allogeneic Hematopoietic Cell Transplant Patients. Results from a Canadian and Spanish Initiative","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Hematopoietic cell; Scale (ratio); Hematopoietic stem cell transplantation; Gerontology; Medicine; Haematopoiesis; Oncology; Transplantation; Internal medicine; Stem cell; Biology; Geography; Cartography; Genetics","score_opus":0.08636100090617446,"score_gpt":0.38296666188438017,"score_spread":0.29660566097820573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412674920","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94642985,0.0016421062,0.00018420187,0.0057608993,0.00053550245,0.0070759733,0.026754202,0.000100555866,0.011516726],"genre_scores_gemma":[0.9862986,0.0006164444,0.0019443834,0.00035486574,0.00028650256,0.00070265925,0.008503612,0.00009237208,0.0012005379],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99352866,0.0006863063,0.0010649024,0.0017955155,0.0013589695,0.0015656194],"domain_scores_gemma":[0.99412787,0.0022798935,0.00019460145,0.001259273,0.0011206645,0.0010176927],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0015311476,0.00063386536,0.0011952374,0.0013231861,0.0003551744,0.0002812851,0.0005833421,0.0011225848,0.00010158893],"category_scores_gemma":[0.0014250382,0.0006396675,0.00025840366,0.0006504269,0.00035276928,0.00017149844,0.00051921245,0.0030400115,0.000023985373],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004663718,0.0030407666,0.8161412,0.025498882,0.00087488844,0.0017165762,0.07006951,0.00025063695,0.0010010563,0.000072177216,0.045248557,0.03142205],"study_design_scores_gemma":[0.02043175,0.001034091,0.91196966,0.029313972,0.00034125237,0.000013072494,0.005440158,0.0020132507,0.005033974,0.004081055,0.018758668,0.001569073],"about_ca_topic_score_codex":0.17673063,"about_ca_topic_score_gemma":0.347694,"teacher_disagreement_score":0.17096339,"about_ca_system_score_codex":0.0015019471,"about_ca_system_score_gemma":0.0051451726,"threshold_uncertainty_score":0.9996055},"labels":[],"label_agreement":null},{"id":"W4412721514","doi":"10.1016/j.exger.2025.112852","title":"Application value of different frailty assessment tools in older patients undergoing major abdominal surgery","year":2025,"lang":"en","type":"article","venue":"Experimental Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Receiver operating characteristic; Frailty Index; Gold standard (test); Area under the curve; Internal medicine; Predictive validity; Predictive value of tests; Physical therapy","score_opus":0.032413584002111584,"score_gpt":0.3544606507456945,"score_spread":0.3220470667435829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412721514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98980993,0.0004274302,0.0024078176,0.0006141358,0.0004638681,0.00090832764,0.0000071766553,0.000034873894,0.0053264243],"genre_scores_gemma":[0.99745595,0.000011033618,0.0012360887,0.00037071915,0.00003189871,0.00027861533,0.00012288433,0.000016724365,0.00047609245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99830526,0.000115595074,0.00062015845,0.0003978665,0.00024196619,0.00031914824],"domain_scores_gemma":[0.99892896,0.0004209501,0.00015768562,0.00037020256,0.00005054941,0.00007163313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011711947,0.00021154784,0.0006048633,0.00022668288,0.000038915758,0.000009119092,0.00011369643,0.00015937476,0.0001629682],"category_scores_gemma":[0.00008275581,0.00020043744,0.0001222509,0.00015197655,0.00011612258,0.000093248156,0.0001036494,0.00017819584,0.000008932528],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004924648,0.003802786,0.9202067,0.00027122357,0.00014206913,0.00001619728,0.0007394875,0.0000058955934,0.043304835,0.005041812,0.0019165459,0.024059966],"study_design_scores_gemma":[0.0042262897,0.00026065248,0.90626794,0.0002465303,0.000034134104,0.000006885554,0.0005859208,0.00036784878,0.087558985,0.00016552031,0.00013335457,0.00014591418],"about_ca_topic_score_codex":0.00018118772,"about_ca_topic_score_gemma":0.00013338651,"teacher_disagreement_score":0.044254147,"about_ca_system_score_codex":0.0005708866,"about_ca_system_score_gemma":0.00015089237,"threshold_uncertainty_score":0.81736016},"labels":[],"label_agreement":null},{"id":"W4412724789","doi":"10.1371/journal.pone.0325651","title":"Frailty Assessment for Risk prediction in Gynecologic Oncology patients undergoing surgery and chemotherapy (FARGO) study protocol: Rationale and design of a multi-centre prospective cohort study.","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Mary's Hospital Centre; McGill University Health Centre; Impact; Thrombosis and Atherosclerosis Research Institute; Population Health Research Institute; Hamilton Health Sciences; University of Toronto; McMaster University","funders":"Hamilton Health Sciences Foundation; Physicians' Services Incorporated Foundation; McMaster University; Hamilton Health Sciences","keywords":"Medicine; Perioperative; Gynecologic oncology; Prospective cohort study; Risk assessment; Internal medicine; Cohort study; Hazard ratio; Intensive care medicine; Surgery; Confidence interval","score_opus":0.04170191092443399,"score_gpt":0.3284030382734124,"score_spread":0.2867011273489784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412724789","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69659746,0.00000858165,0.0014727582,0.00018893943,0.00007953424,0.30154625,0.000017812277,0.00002913835,0.00005956253],"genre_scores_gemma":[0.6663087,0.000010132529,0.0010545095,0.00004882693,0.000012470823,0.3323471,0.00001031881,0.0000103970715,0.00019752039],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998229,0.0003378427,0.0005195153,0.0004512726,0.00021500586,0.00024736614],"domain_scores_gemma":[0.99748814,0.0018075022,0.0002463989,0.00016447139,0.00022967138,0.000063827036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014548277,0.00016387836,0.00050447386,0.0002183424,0.00008123722,0.000015552117,0.00004229461,0.00009797488,0.0000068625486],"category_scores_gemma":[0.0017610063,0.000142126,0.000032990254,0.00022921067,0.00006490319,0.0000943455,0.000046079665,0.00015763092,1.2378473e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011187216,0.008700915,0.95890146,0.00017443618,0.0003293933,0.0000029203077,0.00094625755,0.00003759533,0.000002900961,0.000003209248,0.00033000862,0.0294522],"study_design_scores_gemma":[0.026598494,0.001361196,0.9691631,0.00004696139,0.0001345857,6.671825e-7,0.0011909049,0.0012097238,0.000034382087,0.000105272804,0.00006690402,0.000087798995],"about_ca_topic_score_codex":0.000065501925,"about_ca_topic_score_gemma":0.00081471284,"teacher_disagreement_score":0.03080087,"about_ca_system_score_codex":0.00050045835,"about_ca_system_score_gemma":0.00031706202,"threshold_uncertainty_score":0.57957304},"labels":[],"label_agreement":null},{"id":"W4412725716","doi":"10.3390/jcm14144833","title":"Prognostic Role of the Modified Frailty Index in Octogenarians Undergoing Minimally Invasive Aortic Valve Replacement","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Medicine; Aortic valve replacement; Cardiology; Internal medicine; Aortic valve; Frailty Index; Index (typography); Surgery; Stenosis","score_opus":0.05606813758177163,"score_gpt":0.3857459283068236,"score_spread":0.32967779072505193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412725716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9613283,0.0011000228,0.00038533765,0.029503372,0.0012260668,0.00069274206,0.0000018906815,0.000009678805,0.0057525416],"genre_scores_gemma":[0.9952099,0.00038641455,0.0003308544,0.0029653572,0.00047189862,0.0000069137295,0.0000015030776,0.000017352138,0.0006098193],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9946594,0.00035556674,0.0035030658,0.0002637091,0.00092467526,0.00029355986],"domain_scores_gemma":[0.991437,0.005672568,0.0015298162,0.00055224326,0.0005763301,0.00023202639],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0027669014,0.00021005797,0.0013122851,0.00031769995,0.000038212365,0.0000061346063,0.00041452033,0.00024029179,0.00009513575],"category_scores_gemma":[0.04560663,0.00012275284,0.00045790293,0.0007092808,0.0004533203,0.00007705272,0.00013634187,0.00122755,0.0000026007892],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022033653,0.0008428577,0.97973305,0.00040164555,0.0006219944,0.000057209112,0.00078502286,0.00015947605,0.0019209943,0.00025041113,0.0026179084,0.0104060685],"study_design_scores_gemma":[0.013160686,0.003125761,0.96542954,0.010363258,0.00073353277,0.00008760838,0.0014843672,0.0008692557,0.0007179763,0.0033915197,0.00053641095,0.000100078745],"about_ca_topic_score_codex":0.00006915589,"about_ca_topic_score_gemma":0.0002656937,"teacher_disagreement_score":0.04283973,"about_ca_system_score_codex":0.00013977663,"about_ca_system_score_gemma":0.0017965323,"threshold_uncertainty_score":0.9624326},"labels":[],"label_agreement":null},{"id":"W4412739059","doi":"10.2196/72318","title":"Effectiveness of Synchronous Telerehabilitation Versus Face-to-Face Physical Therapy in Older Adults Who Are Frail: Protocol for a Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telerehabilitation; Preprint; Randomized controlled trial; Protocol (science); Medicine; Physical therapy; Face-to-face; Telemedicine; Physical medicine and rehabilitation; Gerontology; Health care; Computer science; Alternative medicine; World Wide Web","score_opus":0.06857383224865043,"score_gpt":0.5142926174012628,"score_spread":0.4457187851526123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412739059","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08382512,0.0000026825257,0.0005082326,0.00078222627,0.000026038048,0.91436887,0.000015582404,0.000071131864,0.00040014167],"genre_scores_gemma":[0.10078426,2.1634756e-7,0.00023517551,0.000019618008,0.0001348709,0.89842093,0.0000063064945,0.000050631108,0.00034796813],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9919394,0.0041185985,0.0010778961,0.00084246567,0.001225233,0.00079638045],"domain_scores_gemma":[0.9802707,0.016986465,0.00027507258,0.0008137185,0.0014532914,0.00020079664],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0067527783,0.00039585432,0.0029620382,0.00079579017,0.00011443742,0.0000647964,0.0004200086,0.00028113372,0.000046165354],"category_scores_gemma":[0.012244653,0.0002824081,0.0006668765,0.0011843947,0.00043478794,0.00015281055,0.00012864855,0.00073741726,0.000016020664],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9661245,0.0061807744,0.00019468495,0.009418672,0.0002574054,0.000005570931,0.0018520632,0.00004823331,0.0017472982,0.0001861861,0.00089245907,0.013092188],"study_design_scores_gemma":[0.9377398,0.016191063,0.004655828,0.029903281,0.0000124936205,3.5584435e-7,0.00035887756,0.0012840568,0.008100258,0.00044078706,0.0011059373,0.00020729509],"about_ca_topic_score_codex":0.000051425155,"about_ca_topic_score_gemma":0.000017326272,"teacher_disagreement_score":0.028384699,"about_ca_system_score_codex":0.00052590645,"about_ca_system_score_gemma":0.0009772707,"threshold_uncertainty_score":0.9999628},"labels":[],"label_agreement":null},{"id":"W4412821772","doi":"10.21203/rs.3.rs-6580479/v1","title":"In a prospective population-based study, the degree of mobility impairment during hospitalisation is associated with higher degrees of frailty","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Wellcome Trust; Johns Hopkins University; Danone; National Institute on Aging; Wake Forest University","keywords":"Degree (music); Medicine; Gerontology; Population; Psychology; Demography; Environmental health; Sociology","score_opus":0.0938187920699114,"score_gpt":0.396262362544019,"score_spread":0.3024435704741076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412821772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893402,0.00015150609,0.000008213212,0.0013589861,0.000067231485,0.008256775,0.0003245758,0.000036007063,0.00045649274],"genre_scores_gemma":[0.99758023,0.0000078660805,0.000112660935,0.000011986249,0.000038654696,0.0009822723,0.0001330539,0.000025893638,0.0011073553],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9953317,0.0007893317,0.00070756424,0.0006646136,0.0020936637,0.00041309357],"domain_scores_gemma":[0.99574596,0.0007987749,0.00033901577,0.001211724,0.0018238442,0.00008068655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001973092,0.000280322,0.00073544873,0.00054714736,0.00010211356,0.000023965285,0.00035647405,0.00027928897,0.00017114685],"category_scores_gemma":[0.0014707837,0.00019199794,0.0001589542,0.0010837613,0.00020121322,0.000067909255,0.0004442265,0.0013390151,0.0000012817784],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086144876,0.0030479606,0.98661894,0.0021066724,0.00039035533,0.000023646246,0.0048579746,0.0018088444,0.000027326685,0.000024058285,0.000111400106,0.000121361176],"study_design_scores_gemma":[0.003621125,0.0015193941,0.98674303,0.0042901267,0.00008918976,3.2890475e-7,0.0014461612,0.00082175515,0.0010296851,0.00029582152,0.0000015498462,0.00014182994],"about_ca_topic_score_codex":0.015051542,"about_ca_topic_score_gemma":0.005904355,"teacher_disagreement_score":0.009147186,"about_ca_system_score_codex":0.0018581368,"about_ca_system_score_gemma":0.0009790362,"threshold_uncertainty_score":0.9915073},"labels":[],"label_agreement":null},{"id":"W4412828751","doi":"10.2215/cjn.0000000796","title":"A Qualitative Study Describing the Perspectives on Frailty and Its Management in Individuals with Kidney Failure","year":2025,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University; Seven Oaks General Hospital; University of Calgary; University of Alberta","funders":"Amgen Canada","keywords":"Medicine; Psychological intervention; Thematic analysis; Qualitative research; Gerontology; MEDLINE; Dialysis; Multidisciplinary approach; Family medicine; Nursing; Internal medicine","score_opus":0.09184109302914814,"score_gpt":0.423111891998756,"score_spread":0.33127079896960787,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412828751","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89178413,0.00020099925,0.000073141615,0.107246846,0.000049360344,0.0005163327,0.0000042403017,0.0000044576195,0.00012050453],"genre_scores_gemma":[0.9626957,0.00031557918,0.0026397482,0.034136012,0.000065492335,0.000007771217,2.3448646e-7,0.000009498624,0.00012993002],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99737304,0.0011165544,0.0007377628,0.00023215394,0.00034223797,0.00019825487],"domain_scores_gemma":[0.99674606,0.0018067054,0.00084253505,0.00030649768,0.00020566973,0.0000925056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021391723,0.00014850296,0.0007410889,0.00007133249,0.00008026444,0.00000933667,0.00036523613,0.00005913429,0.000007313319],"category_scores_gemma":[0.00055104255,0.00007471306,0.00028335286,0.0005240106,0.0015165403,0.000044565342,0.0001962042,0.0009594198,6.9258374e-7],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044163447,0.0054970765,0.34689945,0.00014919066,0.012099008,0.00007265065,0.46017703,0.00006418477,0.0005922779,0.00127973,0.1522352,0.016517876],"study_design_scores_gemma":[0.005432993,0.005020818,0.3865892,0.00038536167,0.00048899796,0.00004215369,0.59822416,0.000036480662,0.000018816287,0.00036378595,0.0033206479,0.000076581724],"about_ca_topic_score_codex":0.00002331992,"about_ca_topic_score_gemma":0.000015509113,"teacher_disagreement_score":0.14891455,"about_ca_system_score_codex":0.00007102942,"about_ca_system_score_gemma":0.00017332457,"threshold_uncertainty_score":0.5587756},"labels":[],"label_agreement":null},{"id":"W4412840060","doi":"10.31125/globnursinsights.1743962","title":"Assessment of Frailty in Elderly Individuals with Heart Failure","year":2025,"lang":"en","type":"article","venue":"Global Nursing Insights","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Medicine; Gerontology; Psychology; Internal medicine; Cardiology; Intensive care medicine","score_opus":0.013667475230017122,"score_gpt":0.327059074798998,"score_spread":0.3133915995689809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412840060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9350855,0.0003806856,0.0008473225,0.008042222,0.0002869113,0.00058993464,0.000020165173,0.00007595428,0.05467133],"genre_scores_gemma":[0.9802826,0.0000038695694,0.018853575,0.00050984934,0.000033846267,0.00001256589,0.000027659064,0.000009434979,0.00026657947],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984937,0.00006390164,0.0003602112,0.0003376399,0.00044617814,0.00029837107],"domain_scores_gemma":[0.9992242,0.000050918272,0.00008052988,0.00041089827,0.00013463163,0.00009885714],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008999877,0.00019525849,0.0004658274,0.00018758643,0.000048011763,0.000022320766,0.00012749877,0.00015733157,0.000028509246],"category_scores_gemma":[0.000045947294,0.0001567722,0.000062419575,0.00091440947,0.00019826746,0.00010972207,0.000023724686,0.0002531689,0.000006009991],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017483035,0.0015102276,0.9252109,0.00030523486,0.00018524945,0.000059806698,0.0007801546,0.00014429125,0.0019100498,0.019165844,0.037725598,0.01282779],"study_design_scores_gemma":[0.0035400416,0.0007440943,0.967592,0.0045769275,0.00010713482,0.00004921241,0.00040687373,0.00011501318,0.0015812034,0.0034328129,0.017685601,0.00016907658],"about_ca_topic_score_codex":0.00015074207,"about_ca_topic_score_gemma":0.00030576793,"teacher_disagreement_score":0.05440475,"about_ca_system_score_codex":0.00045666297,"about_ca_system_score_gemma":0.00045293992,"threshold_uncertainty_score":0.6392985},"labels":[],"label_agreement":null},{"id":"W4412846463","doi":"10.1111/jgs.70027","title":"Anesthesiologists' and Surgeons' Perceptions of the Impact of the American College of Surgeons Geriatric Verification Program on Co‐Management of Older Surgical Patients: A Qualitative Mixed Methods Analysis","year":2025,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; American society of anesthesiologists; Geriatrics; Family medicine; Gerontology; Medical education; Surgery","score_opus":0.016964547522491796,"score_gpt":0.4019384093305069,"score_spread":0.38497386180801507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412846463","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99709064,0.00013056981,0.00040140323,0.0010943593,0.00012104128,0.0008474574,0.00025236967,0.0000074198074,0.000054723503],"genre_scores_gemma":[0.99132353,0.0008876149,0.0076005333,0.000055223543,0.00001598161,0.00001701378,0.0000061848336,0.000015950485,0.00007795875],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952541,0.0021056992,0.0013979147,0.0002437859,0.0007416935,0.0002567926],"domain_scores_gemma":[0.9914381,0.001771068,0.004875635,0.00083381333,0.0009933647,0.00008802984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023531774,0.00025182104,0.0014574925,0.00028357457,0.00013648973,0.0000075707935,0.0005503273,0.000072107316,0.000013148033],"category_scores_gemma":[0.0006543517,0.0001276401,0.0024338744,0.0067466563,0.0019393718,0.000048131973,0.00017412404,0.00038844976,9.6349126e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001058897,0.0033320265,0.9564146,0.00036855784,0.0072105085,0.0000021061387,0.0067081065,0.00097549945,0.0016934428,0.00012548557,0.005259994,0.016850814],"study_design_scores_gemma":[0.0011800281,0.001040177,0.9786286,0.00012841923,0.0026440904,0.00000837724,0.0153750125,0.00023773208,0.00051556266,0.000060087918,0.0000787766,0.00010316272],"about_ca_topic_score_codex":0.00084431755,"about_ca_topic_score_gemma":0.000008958883,"teacher_disagreement_score":0.022214012,"about_ca_system_score_codex":0.00029242455,"about_ca_system_score_gemma":0.00038146458,"threshold_uncertainty_score":0.7145696},"labels":[],"label_agreement":null},{"id":"W4412866200","doi":"10.2196/74313","title":"Urban Quality and Biochemical, Hematological, and Nutritional Markers in Older Adults: Cross-Sectional Geospatial Study","year":2025,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agencia Nacional de Investigación y Desarrollo","keywords":"Cross-sectional study; Preprint; Environmental health; Geospatial analysis; Gerontology; Medicine; Geography; Computer science; Cartography; World Wide Web","score_opus":0.022070537751822477,"score_gpt":0.35617967510057025,"score_spread":0.33410913734874775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412866200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9968401,0.00051611714,0.0000354187,0.0010816625,0.00008523948,0.00092995027,0.000016889226,0.00006121251,0.00043337556],"genre_scores_gemma":[0.9986646,0.000014246381,0.00031961864,0.00048082008,0.0000708045,0.00016775138,0.000037419155,0.000008289966,0.00023641123],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860615,0.00006579372,0.00040295094,0.00046735376,0.00023887277,0.00021888186],"domain_scores_gemma":[0.9993705,0.00024058044,0.000053736985,0.00016529791,0.000080174075,0.000089687805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028707384,0.00015153975,0.0002831275,0.00015275856,0.00009444728,0.000059499438,0.000057685735,0.00011348146,0.000100382385],"category_scores_gemma":[0.00023099432,0.00014057764,0.000038723432,0.00021497022,0.00019396089,0.00008287357,0.000111884445,0.00028650186,0.0000023502646],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039859457,0.000792994,0.99384123,0.00038737728,0.000035443543,0.000034029974,0.0004355753,2.3527986e-7,0.00032210752,0.000068022404,0.0032450072,0.00043935658],"study_design_scores_gemma":[0.006901569,0.000091226226,0.9910336,0.00044706228,0.000011413056,0.00004700487,0.00079516374,0.00014903866,0.00013762814,0.00013503735,0.00012269152,0.00012854135],"about_ca_topic_score_codex":0.00015295866,"about_ca_topic_score_gemma":0.000024859803,"teacher_disagreement_score":0.0065029743,"about_ca_system_score_codex":0.000072941766,"about_ca_system_score_gemma":0.000043793025,"threshold_uncertainty_score":0.573259},"labels":[],"label_agreement":null},{"id":"W4412878268","doi":"10.1101/2025.08.01.25332659","title":"The benefits and harms of cancer screening programmes for adults with intellectual disabilities: A systematic review","year":2025,"lang":"en","type":"review","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Intellectual disability; Medicine; Public economics; Psychology; Environmental health; Gerontology; Actuarial science; Business; Economics; Psychiatry","score_opus":0.04667496195359733,"score_gpt":0.35003746674319347,"score_spread":0.30336250478959614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412878268","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024026882,0.98429376,0.00007484591,0.00043667393,0.00009283498,0.014861326,0.0001334374,0.000045140147,0.00003795722],"genre_scores_gemma":[0.000019132773,0.9894852,0.00041905118,0.00009028115,0.00006517497,0.00835984,0.00005510248,0.000057348352,0.0014488439],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99752134,0.00016767385,0.0011536755,0.0004625428,0.00035073946,0.00034403143],"domain_scores_gemma":[0.9915993,0.0066820863,0.0005352124,0.0007415999,0.00033393293,0.00010784175],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007139855,0.00046334355,0.0034264182,0.00009173736,0.00010272393,0.000029984232,0.00030468567,0.00013495664,0.000015306838],"category_scores_gemma":[0.010183079,0.00021557139,0.00041737742,0.0004631236,0.00028462338,0.00003350959,0.00008977366,0.0002839066,0.0000017815153],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031054373,0.000018771967,0.000030281895,0.6168233,0.00043903003,6.6680417e-7,0.00037298832,3.9527745e-8,3.1939666e-9,0.000020749583,0.00028112682,0.38198194],"study_design_scores_gemma":[0.00041458683,0.00030211438,0.0000016952397,0.8580632,0.0074428674,0.000041893534,0.000469068,0.0000117335585,7.986274e-7,0.0000018750029,0.13307443,0.00017569365],"about_ca_topic_score_codex":0.00005224771,"about_ca_topic_score_gemma":0.00018514952,"teacher_disagreement_score":0.38180625,"about_ca_system_score_codex":0.00006704018,"about_ca_system_score_gemma":0.00037295927,"threshold_uncertainty_score":0.9981546},"labels":[],"label_agreement":null},{"id":"W4412882083","doi":"10.3389/fpubh.2025.1576223","title":"The Italian cross-cultural adaptation of the Social Vulnerability Index","year":2025,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Ministero della Salute","keywords":"Vulnerability (computing); Delphi method; Social vulnerability; Index (typography); Psychology; Adaptation (eye); Population; Psychological intervention; Gerontology; Medicine; Computer science; Environmental health; Artificial intelligence; Psychiatry","score_opus":0.04115241167653498,"score_gpt":0.3705486689757683,"score_spread":0.32939625729923333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412882083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6421111,0.0006901632,0.0064948965,0.33787942,0.0043707355,0.0014004423,0.00003385638,0.000063813524,0.00695552],"genre_scores_gemma":[0.99482626,0.000033947024,0.00052185816,0.001820343,0.00009036253,0.00003724523,0.00001514767,0.0000073821166,0.0026474367],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99821234,0.00033149184,0.0005113061,0.00020618964,0.0003459164,0.00039275023],"domain_scores_gemma":[0.9990327,0.000084263156,0.00017000423,0.00036568797,0.00026467518,0.000082674494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015024932,0.00010536673,0.00026530874,0.00008459847,0.00047052014,0.00006484666,0.00028034468,0.00011040881,0.00000878333],"category_scores_gemma":[0.0014990659,0.00006127428,0.000097532306,0.0007404944,0.00057637534,0.00017498089,0.00006744332,0.00042636346,9.3802953e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006391381,0.00011691142,0.71249616,0.00017053493,0.000045905454,3.860012e-7,0.004700065,0.000018814351,0.0000024709343,0.0029888644,0.099093795,0.18030219],"study_design_scores_gemma":[0.0011317425,0.000043803066,0.890431,0.000055795994,0.0000046993628,0.000001419551,0.005767918,0.0022592049,0.000011008483,0.0014752406,0.09876783,0.000050351027],"about_ca_topic_score_codex":0.00084424217,"about_ca_topic_score_gemma":0.0006292268,"teacher_disagreement_score":0.35271513,"about_ca_system_score_codex":0.0006913769,"about_ca_system_score_gemma":0.0014353328,"threshold_uncertainty_score":0.36189082},"labels":[],"label_agreement":null},{"id":"W4412891608","doi":"10.1016/j.tjfa.2025.100077","title":"Frailty moderates the relation between moderate-to-vigorous physical activity &amp; stationary time with knee osteoarthritis symptoms","year":2025,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; Nova Scotia Health Authority; Dalhousie University; Université de Moncton","funders":"Canadian Institutes of Health Research","keywords":"WOMAC; Osteoarthritis; Medicine; Physical therapy; Moderation; Gerontology; Psychology; Alternative medicine","score_opus":0.021236779541966573,"score_gpt":0.29678895771124286,"score_spread":0.2755521781692763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412891608","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9530221,0.00026027396,0.026254086,0.018093035,0.00012217645,0.0005928404,0.00002580675,0.000056845936,0.001572794],"genre_scores_gemma":[0.99477905,0.0000149644775,0.00091047946,0.0007627503,0.0004954942,0.000012022254,0.000016858796,0.00003966043,0.002968737],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978352,0.0003110423,0.00044618617,0.0002314286,0.0007939705,0.00038216787],"domain_scores_gemma":[0.99725,0.0012136336,0.00036591184,0.00053360447,0.00047244938,0.00016435055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006518609,0.0002981325,0.000566877,0.00019517052,0.0004674648,0.00010079522,0.0003218556,0.000092090326,0.000048331312],"category_scores_gemma":[0.00024002603,0.00016997481,0.00014804563,0.00054152956,0.00019210945,0.0004769462,0.000109246124,0.001071961,0.000057773275],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008349143,0.0010296258,0.03128025,0.00022009895,0.0030412949,0.00016510794,0.032867238,0.10600914,0.066137426,0.0005508275,0.013737661,0.7366122],"study_design_scores_gemma":[0.013922775,0.004178143,0.8945083,0.0049484936,0.003082089,0.0013158532,0.0009812397,0.03781622,0.020185845,0.011350545,0.0066047944,0.0011057069],"about_ca_topic_score_codex":0.0000927177,"about_ca_topic_score_gemma":0.000033353484,"teacher_disagreement_score":0.863228,"about_ca_system_score_codex":0.00021289919,"about_ca_system_score_gemma":0.00034268096,"threshold_uncertainty_score":0.69313717},"labels":[],"label_agreement":null},{"id":"W4412891624","doi":"10.1016/j.annemergmed.2025.05.018","title":"The Prognostic Accuracy of Frailty and Vulnerability Screening for Older Adults in the Emergency Department: A Systematic Review and Meta-analysis","year":2025,"lang":"en","type":"review","venue":"Annals of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Toronto Rehabilitation Institute; University of Toronto; Ontario Tobacco Research Unit","funders":"Toronto General Hospital Research Institute, University Health Network; National Taiwan University Hospital; National Taiwan University; University of Toronto; Central South University","keywords":"Medicine; Emergency department; Confidence interval; Meta-analysis; Cochrane Library; MEDLINE; Observational study; CINAHL; Emergency medicine; Internal medicine; Psychological intervention","score_opus":0.26446768392296327,"score_gpt":0.47854741124447725,"score_spread":0.21407972732151398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412891624","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00002508309,0.97592366,0.00011597501,0.0067779464,0.0001499041,0.016591508,0.00027208496,0.00001661804,0.0001272199],"genre_scores_gemma":[0.0005260813,0.99424934,0.00007413231,0.00026954865,0.00006144258,0.0039067217,0.00025678248,0.00003275519,0.00062316225],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9917611,0.0013202509,0.0048529566,0.00077513035,0.0008223013,0.00046827667],"domain_scores_gemma":[0.9886426,0.0059595597,0.0025021269,0.0017183147,0.0010219573,0.00015546125],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006519331,0.0007360039,0.009774739,0.00042727074,0.00014860947,0.000004313176,0.000616347,0.00021586503,0.00036272226],"category_scores_gemma":[0.030560328,0.00032188845,0.00241311,0.0024103413,0.00024166753,0.00008461282,0.00013767046,0.00046096617,6.6160334e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025621139,0.00016311099,0.00009573618,0.9301947,0.049420074,0.0000022911133,0.00039497486,1.8135887e-7,3.7043204e-8,0.000070762704,0.008512586,0.011119963],"study_design_scores_gemma":[0.0004645967,0.0004015886,0.0005347503,0.20334685,0.7804506,0.000011920599,0.00023737497,0.000022026614,4.2099734e-7,0.00011844296,0.014147778,0.00026367186],"about_ca_topic_score_codex":0.00017368801,"about_ca_topic_score_gemma":0.00024878973,"teacher_disagreement_score":0.7310305,"about_ca_system_score_codex":0.000011906076,"about_ca_system_score_gemma":0.00013442608,"threshold_uncertainty_score":0.9999233},"labels":[],"label_agreement":null},{"id":"W4412894412","doi":"10.3390/jcm14155354","title":"Understanding Frailty in Cardiac Rehabilitation: A Scoping Review of Prevalence, Measurement, Sex and Gender Considerations, and Barriers to Completion","year":2025,"lang":"en","type":"review","venue":"Journal of Clinical Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto; Toronto Rehabilitation Institute; York University","funders":"","keywords":"Medicine; Context (archaeology); Gerontology; Checklist; Stressor; Rehabilitation; Vulnerability (computing); Distress; Inclusion (mineral); Physical therapy; Clinical psychology; Psychology","score_opus":0.4696119035596679,"score_gpt":0.5183593065931991,"score_spread":0.048747403033531145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412894412","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000015959133,0.9891254,0.00051670626,0.006610451,0.00059671886,0.002466219,0.000013498931,0.000005892571,0.00064919924],"genre_scores_gemma":[0.00026609967,0.9959843,0.0018796357,0.0013997873,0.00039359904,0.000023095678,0.0000052880437,0.000017813187,0.000030360952],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9921782,0.0013805198,0.004826351,0.00035947922,0.0010758586,0.0001796011],"domain_scores_gemma":[0.98778105,0.008855712,0.0016913984,0.00032767595,0.00077903003,0.0005651524],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.013552883,0.00029272866,0.00554635,0.0005657519,0.000048993115,0.000008662034,0.00008882101,0.0002550005,0.00014615923],"category_scores_gemma":[0.109707445,0.00020830614,0.0003834168,0.00045332577,0.00040086592,0.00008628691,0.00006302781,0.00088849117,5.126839e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000062215615,0.000054901146,0.0036615203,0.8853646,0.00041511192,0.000031430853,0.00032609637,3.0920674e-7,7.702901e-7,0.00019306531,0.013196069,0.0966939],"study_design_scores_gemma":[0.0018372706,0.0012692291,0.00106688,0.9640017,0.0030308128,0.00013713562,0.00020922374,0.0000017608335,1.3692107e-7,0.0004700771,0.027837705,0.00013805773],"about_ca_topic_score_codex":0.0000041360895,"about_ca_topic_score_gemma":0.00000822874,"teacher_disagreement_score":0.096555844,"about_ca_system_score_codex":0.00027739376,"about_ca_system_score_gemma":0.0022590617,"threshold_uncertainty_score":0.89779186},"labels":[],"label_agreement":null},{"id":"W4412905249","doi":"10.4274/ejgg.galenos.2025.2023-10-1","title":"Relationship Between Frailty and Quality of Life and Pain Levels in Older Patients Undergoing Hemodialysis","year":2025,"lang":"en","type":"article","venue":"European Journal of Geriatrics and Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hemodialysis; Quality of life (healthcare); Medicine; Physical therapy; Gerontology; Internal medicine; Nursing","score_opus":0.08774953333874738,"score_gpt":0.3271357871817423,"score_spread":0.23938625384299492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412905249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920786,0.0019310167,0.003401805,0.0017066038,0.0000864124,0.00010232241,0.0000073977435,0.0000035406088,0.0006822986],"genre_scores_gemma":[0.9977514,0.00012650248,0.0017050694,0.00021472134,0.00006264597,2.56729e-7,0.0000032329613,0.000008942572,0.00012721891],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977088,0.0010086678,0.0008582141,0.00015540549,0.00013147599,0.00013743434],"domain_scores_gemma":[0.9975516,0.0016198521,0.00043669515,0.00011693617,0.00014824617,0.00012667602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025485912,0.00010833956,0.0005210681,0.00031997677,0.00004581222,0.00001394928,0.00005889374,0.000062444764,0.0000062486943],"category_scores_gemma":[0.0043755504,0.00009581883,0.000046938647,0.00019484092,0.0001007904,0.00007636389,0.000067195906,0.00025390598,3.1658476e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094287854,0.00005124297,0.98231035,0.00020746462,0.000053300868,0.000010652452,0.00063408224,0.0000017369861,0.000020203988,0.00019312189,0.00019656429,0.016226998],"study_design_scores_gemma":[0.004734013,0.00033050298,0.99393314,0.000094860145,0.00008784058,0.000006498517,0.00016562993,0.000011705945,0.000005963931,0.00040238196,0.00015742557,0.000070033675],"about_ca_topic_score_codex":0.000020141642,"about_ca_topic_score_gemma":0.00005308916,"teacher_disagreement_score":0.016156964,"about_ca_system_score_codex":0.00002747935,"about_ca_system_score_gemma":0.000086255786,"threshold_uncertainty_score":0.5238258},"labels":[],"label_agreement":null},{"id":"W4412929242","doi":"10.1038/s41588-025-02269-0","title":"Uncovering the multivariate genetic architecture of frailty with genomic structural equation modeling","year":2025,"lang":"en","type":"article","venue":"Nature Genetics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"National Institute of Mental Health; National Institute on Aging; Economic and Social Research Council; Medical Research Council; National Health and Medical Research Council; Dalhousie University; Natural Sciences and Engineering Research Council of Canada; Alzheimer’s Research UK; National Institute for Health and Care Research; University of Edinburgh; University of Exeter; Multiple Sclerosis Society; Age UK; Government of the United Kingdom; Directorate for Biological Sciences; U.S. Department of Health and Human Services; Government of Canada; Wellcome Trust; Canadian Institutes of Health Research; Wellcome","keywords":"Biology; Multivariate statistics; Structural equation modeling; Genetic architecture; Multivariate analysis; Computational biology; Evolutionary biology; Genetics; Statistics; Phenotype; Gene; Mathematics","score_opus":0.015640617736420625,"score_gpt":0.2824250891734066,"score_spread":0.26678447143698597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412929242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.943344,0.003126318,0.051356725,0.0008677761,0.00029187594,0.00054305675,0.000015509615,0.00003569322,0.00041906195],"genre_scores_gemma":[0.9554335,0.000044507877,0.04361546,0.00049711845,0.00014900876,0.000008697892,0.000019995807,0.000025725478,0.000206003],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988424,0.000039386534,0.00028370172,0.00027826967,0.00032495405,0.00023128072],"domain_scores_gemma":[0.9990317,0.00008306483,0.000096175245,0.00053928286,0.00020091294,0.000048862737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000086479406,0.00019638211,0.00024185595,0.000107842214,0.00008552223,0.000017998103,0.0002147628,0.0002685519,0.000013467226],"category_scores_gemma":[0.00011629493,0.00012297502,0.00006897663,0.0002993875,0.0000757261,0.000017050244,0.00008674564,0.00077866524,0.0000016346427],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030612995,0.00002221087,0.016366163,0.00022948762,0.00023332234,0.00000793267,0.0011794849,0.9290436,0.024159782,0.000079384845,0.00006141362,0.028311076],"study_design_scores_gemma":[0.003120358,0.0002881327,0.21688817,0.00046026113,0.0004538665,0.00006899694,0.0002122621,0.75528413,0.017611854,0.0045821494,0.00073648215,0.000293322],"about_ca_topic_score_codex":0.00005676367,"about_ca_topic_score_gemma":0.00008473729,"teacher_disagreement_score":0.20052202,"about_ca_system_score_codex":0.000078756064,"about_ca_system_score_gemma":0.00019625442,"threshold_uncertainty_score":0.5014776},"labels":[],"label_agreement":null},{"id":"W4412992779","doi":"10.3390/curroncol32080438","title":"Biological Aging and Chemotoxicity in Patients with Colorectal Cancer: A Secondary Data Analysis Using EHR Data","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Oncology Nursing Foundation","keywords":"Medicine; Cancer; Colorectal cancer; Biological age; Healthy aging; Gerontology; Oncology; Internal medicine","score_opus":0.15075454018325035,"score_gpt":0.432655439902524,"score_spread":0.2819008997192736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412992779","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99616003,0.0013612056,0.00034959975,0.0005782248,0.0003071696,0.00045756338,0.0005657638,0.000027369942,0.00019305294],"genre_scores_gemma":[0.9956932,0.00019713682,0.0012847795,0.00019723944,0.000061995335,0.000011901845,0.002536532,0.000007050669,0.000010142932],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984493,0.000110443776,0.0002952787,0.00073864224,0.0001252571,0.0002810289],"domain_scores_gemma":[0.998798,0.00016758159,0.00010367808,0.0007697568,0.000073652496,0.00008728912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030681794,0.0001575692,0.0005826028,0.00029450614,0.000053917494,0.000012773037,0.00040776643,0.00012101931,0.000085576205],"category_scores_gemma":[0.00027401902,0.00012237739,0.000021413158,0.0007954083,0.00022847205,0.00014455369,0.0011485855,0.00042570216,0.0000010419348],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027828832,0.00047642077,0.8995107,0.00008073104,0.00030383753,0.000012145748,0.000099016484,0.000007486323,0.00006350598,0.0000035954472,0.00071321067,0.098451085],"study_design_scores_gemma":[0.0042647044,0.00025459443,0.9715021,0.00018475301,0.00070972,0.000004797412,0.00007566131,0.016572736,0.000051035848,0.000014248432,0.0062335148,0.00013211684],"about_ca_topic_score_codex":0.00023698354,"about_ca_topic_score_gemma":0.0016555978,"teacher_disagreement_score":0.09831897,"about_ca_system_score_codex":0.0002943267,"about_ca_system_score_gemma":0.00046107033,"threshold_uncertainty_score":0.49904048},"labels":[],"label_agreement":null},{"id":"W4413005023","doi":"10.1177/30495334251361757","title":"Frailty in Patients With Acute Coronary Syndrome: Comparisons Among Three Frailty Screening Tools in Predicting In-Hospital Adverse Events","year":2025,"lang":"en","type":"article","venue":"Sage Open Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Acute coronary syndrome; Percutaneous coronary intervention; Observational study; Adverse effect; Population; Medical record; Internal medicine; Body mass index; Emergency medicine; Myocardial infarction","score_opus":0.02261710233955618,"score_gpt":0.29643988275694155,"score_spread":0.2738227804173854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413005023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923123,0.000060282844,0.00094011717,0.0005475888,0.00023488609,0.0031595684,0.00005268906,0.00007068321,0.002621901],"genre_scores_gemma":[0.99415255,0.000006251495,0.0045437394,0.00023307854,0.000013051709,0.00015995026,0.00020190244,0.000052685493,0.000636814],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99703187,0.000112712776,0.00079499336,0.0007737004,0.0005302958,0.0007564385],"domain_scores_gemma":[0.9987422,0.00019415116,0.00021076808,0.00063198165,0.00006732303,0.00015355716],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00051125453,0.00038564464,0.0008024119,0.0005363756,0.0001251303,0.00006432468,0.00064456306,0.00016640754,0.000106227475],"category_scores_gemma":[0.00022413641,0.0003793992,0.000069729234,0.0012007069,0.000108828164,0.0013123143,0.0008987814,0.001092075,0.00001441399],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037580854,0.00059595506,0.98605245,0.000076377015,0.00014638135,0.0011050437,0.0009335886,0.00044631903,0.0000083428085,0.000007741437,0.000112919464,0.010139092],"study_design_scores_gemma":[0.013177511,0.0003528726,0.97352225,0.008659995,0.0000781276,0.000012726594,0.0009303418,0.0028140093,0.000018457325,0.000037356807,0.000047954964,0.0003483709],"about_ca_topic_score_codex":0.0032319333,"about_ca_topic_score_gemma":0.007215435,"teacher_disagreement_score":0.012801703,"about_ca_system_score_codex":0.00046708583,"about_ca_system_score_gemma":0.00022641967,"threshold_uncertainty_score":0.9998658},"labels":[],"label_agreement":null},{"id":"W4413051076","doi":"10.1017/s0714980825100123","title":"Developing a Frailty Care Pathway for Older Adults in Long-Term Care: A Modified Delphi Process","year":2025,"lang":"en","type":"article","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotchkiss Brain Institute; University of Calgary; Lakeridge Health; Barrie Urology Group; McMaster University; Queen's University; Alberta Health Services","funders":"Canadian Patient Safety Institute; Canadian Institutes of Health Research; Canadian Foundation for Healthcare Improvement","keywords":"Delphi method; Long-term care; Teamwork; Delphi; Medicine; Palliative care; Nursing; Gerontology; Psychology; Computer science","score_opus":0.01590811049673405,"score_gpt":0.2693564810352681,"score_spread":0.25344837053853403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413051076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9785513,0.0035887868,0.0012181673,0.011893908,0.001283379,0.002074849,0.00013589206,0.000041004503,0.0012126684],"genre_scores_gemma":[0.995054,0.00008326876,0.00055569166,0.0029129821,0.00031770195,0.00031366502,0.00020286278,0.000082068334,0.00047774529],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.996791,0.00008833681,0.00083638664,0.00070000434,0.0001820147,0.0014022447],"domain_scores_gemma":[0.99657285,0.00014230642,0.00022347819,0.0004910654,0.0009782594,0.0015920112],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041548017,0.00048564863,0.0006675701,0.0013128892,0.0004723634,0.00017374635,0.0004586837,0.00023121573,0.000054498047],"category_scores_gemma":[0.00059410435,0.0005009826,0.00021514558,0.0007369784,0.00008367218,0.00014900275,0.00002640058,0.00076640677,0.0000045439187],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007917037,0.0002494083,0.22788107,0.019150853,0.0008068985,0.017456701,0.28138563,0.002746431,0.0001049602,0.0074888756,0.004641326,0.43729612],"study_design_scores_gemma":[0.028134996,0.0011510008,0.72357166,0.089321926,0.0004982883,0.002397798,0.058198012,0.0014269039,0.0018817879,0.0005328866,0.09012655,0.0027581751],"about_ca_topic_score_codex":0.014811402,"about_ca_topic_score_gemma":0.73660445,"teacher_disagreement_score":0.72179306,"about_ca_system_score_codex":0.0064092367,"about_ca_system_score_gemma":0.0053818626,"threshold_uncertainty_score":0.9997442},"labels":[],"label_agreement":null},{"id":"W4413054653","doi":"10.1136/bmjoq-2025-003366","title":"Pilot study evaluating frailty-focused care for hospitalised patients with chronic obstructive pulmonary disease","year":2025,"lang":"en","type":"article","venue":"BMJ Open Quality","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"University of Ottawa","keywords":"Medicine; COPD; Psychological intervention; Prospective cohort study; Acute care; Health care; Emergency medicine; Cohort; Cohort study; Physical therapy; Disease management; Confidence interval; Pulmonary disease; Disease; Intensive care medicine; Internal medicine; Nursing","score_opus":0.10615132134434113,"score_gpt":0.44390199850280354,"score_spread":0.3377506771584624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413054653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96302205,0.00017935497,0.00022024939,0.00077003374,0.00035586464,0.031598818,0.00038999488,0.00008973472,0.003373882],"genre_scores_gemma":[0.99054,4.70909e-7,0.0019932508,0.0003361487,0.00011465683,0.0043938807,0.00054100464,0.00004835581,0.0020321868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967759,0.0004522065,0.000709812,0.00085445604,0.000782552,0.00042502256],"domain_scores_gemma":[0.99667525,0.00044300873,0.00036258833,0.001266978,0.0010005597,0.0002515952],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00089664443,0.00034093778,0.00070839346,0.00008862282,0.00032062593,0.00011303108,0.0005251719,0.00004322735,0.000087610235],"category_scores_gemma":[0.0021175055,0.0002800106,0.000095106705,0.00035933105,0.00011657743,0.00031902952,0.0004195437,0.00022947171,0.000013189591],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012271983,0.0031446693,0.9065218,0.0014586915,0.0003495669,0.000024320183,0.0018898534,0.000023867711,0.000051976196,0.00016928426,0.000614821,0.07347917],"study_design_scores_gemma":[0.017852223,0.007188641,0.9697959,0.000727546,0.00048069088,3.957935e-7,0.0027260564,0.00016108605,0.00005630884,0.0003825587,0.00021398939,0.00041461873],"about_ca_topic_score_codex":0.0017098271,"about_ca_topic_score_gemma":0.0009579235,"teacher_disagreement_score":0.07306455,"about_ca_system_score_codex":0.00072104676,"about_ca_system_score_gemma":0.0013468642,"threshold_uncertainty_score":0.9999652},"labels":[],"label_agreement":null},{"id":"W4413094711","doi":"10.1016/j.cjca.2025.08.004","title":"The Aggravation of Frailty by Cardiovascular Events: The Frail Elephant in the Overcrowded Hospital Room?","year":2025,"lang":"en","type":"editorial","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Medicine; Emergency medicine; Gerontology; Medical emergency; Intensive care medicine","score_opus":0.007611689663976334,"score_gpt":0.24362275262885394,"score_spread":0.23601106296487762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413094711","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008149246,0.07024644,0.00068877824,0.019106202,0.8947779,0.0018121442,0.0009219328,0.000009920255,0.004287432],"genre_scores_gemma":[0.34338894,0.007370804,0.000033585224,0.0005419887,0.6465179,0.000081606864,0.00037726288,0.00008956082,0.0015983869],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99581665,0.0010857004,0.0011018437,0.00029372738,0.0010817997,0.00062029134],"domain_scores_gemma":[0.99474967,0.0021777796,0.00062508666,0.0011296744,0.0010781497,0.00023967047],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0035213807,0.00036540304,0.0014294545,0.00030877788,0.00022876574,0.000041879182,0.0013139173,0.0009365359,0.000008465596],"category_scores_gemma":[0.007569433,0.00019221952,0.001288759,0.00043506987,0.0004341238,0.000070087706,0.000041328647,0.0025975408,0.0000037249151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069917085,0.000005529669,0.00097196613,0.000057713867,0.002053084,0.00016616324,0.000447109,0.00017919461,0.000009501166,0.000031166648,0.9911756,0.0048330342],"study_design_scores_gemma":[0.0016641984,0.00045975306,0.0057177804,0.00044846477,0.0008840087,0.00013070197,0.0005501064,0.0000026671644,0.000018746648,0.0003309461,0.98962885,0.00016375456],"about_ca_topic_score_codex":0.0063124537,"about_ca_topic_score_gemma":0.006794868,"teacher_disagreement_score":0.3352397,"about_ca_system_score_codex":0.0006492655,"about_ca_system_score_gemma":0.006080155,"threshold_uncertainty_score":0.9997035},"labels":[],"label_agreement":null},{"id":"W4413117980","doi":"10.2215/cjn.0000000797","title":"Comparing Frailty Assessment Methods and Their Ability to Predict Adverse Outcomes in Patients with Advanced CKD","year":2025,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Regina Qu'Appelle Health Region; University of Manitoba; Seven Oaks General Hospital","funders":"","keywords":"Medicine; Kidney disease; Adverse effect; Intensive care medicine; Disease; Internal medicine; MEDLINE","score_opus":0.04071878770984747,"score_gpt":0.43100873114747584,"score_spread":0.39028994343762835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413117980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98000276,0.000032861975,0.0037117559,0.015609077,0.00017742146,0.0003876968,0.0000048064126,0.000007201134,0.000066415036],"genre_scores_gemma":[0.8838502,0.00004652157,0.09682165,0.01921934,0.00002810037,0.000003610826,6.341939e-7,0.000008536522,0.00002141418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99764204,0.0006137877,0.0010782296,0.00023310205,0.00021024887,0.00022258589],"domain_scores_gemma":[0.9963073,0.0019769596,0.00085937406,0.00042796964,0.0002821939,0.00014619579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015430865,0.00016297461,0.0013400314,0.000052423053,0.000040540643,0.00000328595,0.00030627052,0.00007891489,0.0000067453648],"category_scores_gemma":[0.00059753406,0.00009032574,0.00041238873,0.00034310477,0.001264188,0.000055758763,0.00025892825,0.0007930072,1.8944e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012304352,0.00059400074,0.9527226,0.000034386994,0.0004002811,7.515217e-7,0.0003133654,0.00012051171,0.0004435482,0.0000043586174,0.0014256568,0.04271007],"study_design_scores_gemma":[0.005308094,0.00279471,0.9881712,0.0001483933,0.0001253846,0.000004763604,0.00088163273,0.0002862962,0.000037052774,0.00014936509,0.0020255665,0.000067529465],"about_ca_topic_score_codex":0.00003693943,"about_ca_topic_score_gemma":0.000014791937,"teacher_disagreement_score":0.096152574,"about_ca_system_score_codex":0.000118493495,"about_ca_system_score_gemma":0.00023734428,"threshold_uncertainty_score":0.4657953},"labels":[],"label_agreement":null},{"id":"W4413247835","doi":"10.2196/77140","title":"Machine Learning Approach for Frailty Detection in Long-Term Care Using Accelerometer-Measured Gait and Daily Physical Activity: Model Development and Validation Study","year":2025,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Accelerometer; Preprint; Gait analysis; Term (time); Gait; Physical activity; Physical medicine and rehabilitation; Computer science; Medicine; World Wide Web","score_opus":0.06498903882333722,"score_gpt":0.34661735316253933,"score_spread":0.2816283143392021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413247835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91015863,0.000116186166,0.08803509,0.000026557409,0.000027083686,0.0015208087,0.0000017309907,0.000058552723,0.00005532833],"genre_scores_gemma":[0.9956172,0.0000024511469,0.0039605633,0.000015752863,0.000027215745,0.00021100353,0.00003161971,0.000024327288,0.000109878216],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989497,0.000058175163,0.00016624984,0.00042080207,0.0001930078,0.00021208526],"domain_scores_gemma":[0.99963194,0.00005100168,0.00006715677,0.0001336962,0.00007020602,0.000045992754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018665548,0.0001803061,0.00029801863,0.00027669538,0.00017770646,0.00006493075,0.000042882006,0.000062700514,5.223521e-7],"category_scores_gemma":[0.00005457635,0.00018049651,0.000028711705,0.0002290375,0.000022820033,0.00019888667,0.000091106485,0.00028581417,1.2860016e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002725292,0.00058078254,0.3640967,0.0013052246,0.00010517432,0.0000064118994,0.016741436,0.0039859293,0.04894898,9.469867e-7,8.971075e-7,0.563955],"study_design_scores_gemma":[0.0031617691,0.00010290341,0.5106149,0.00025063797,0.00008503223,0.0000071405343,0.0009046291,0.4664721,0.018230641,0.0000061474816,0.0000042419956,0.00015992523],"about_ca_topic_score_codex":0.000048550017,"about_ca_topic_score_gemma":0.000031877873,"teacher_disagreement_score":0.5637951,"about_ca_system_score_codex":0.00024299668,"about_ca_system_score_gemma":0.000064207576,"threshold_uncertainty_score":0.73604345},"labels":[],"label_agreement":null},{"id":"W4413309215","doi":"10.1136/bmjopen-2024-096691","title":"Co-development of a Post-Acute Care Intervention for Frailty using Information and Communication technology (PACIFIC): a development process protocol","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; Population Health Research Institute; McMaster University; Ottawa Hospital; Impact","funders":"McMaster University","keywords":"Medicine; Psychological intervention; Intervention (counseling); Protocol (science); Needs assessment; Health care; Intervention mapping; Acute care; Nursing; Gerontology; Public health; Health promotion; Alternative medicine","score_opus":0.06580966024572417,"score_gpt":0.4580158421633161,"score_spread":0.39220618191759193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413309215","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2680373,0.00003568237,0.026935821,0.002232331,0.000049564216,0.6948427,0.000038014856,0.00012203425,0.0077065607],"genre_scores_gemma":[0.30662155,8.9485627e-7,0.23359247,0.00016677177,0.0000063228395,0.4583904,0.0006360397,0.0000176197,0.00056791684],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9989402,0.000021334952,0.000645864,0.00012999323,0.00014085225,0.0001217118],"domain_scores_gemma":[0.998696,0.000018179311,0.0003055397,0.00031049835,0.0006416928,0.000028071263],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036811928,0.00011006247,0.00024826918,0.00026899728,0.0001449726,0.000047980724,0.0002501453,0.000110035005,0.000011074943],"category_scores_gemma":[0.00015777237,0.00010277015,0.000023482078,0.00023445413,0.000056142824,0.00035925006,0.00023792633,0.00007787306,0.0000023023902],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039897617,0.00038746162,0.01320971,0.017931357,0.00051722326,0.000001452818,0.04414847,0.000008155576,0.0039229183,0.0005384529,0.001106952,0.9142381],"study_design_scores_gemma":[0.0373138,0.0014900048,0.051765185,0.026982334,0.00030527476,0.00010673891,0.08385088,0.0026113202,0.52797264,0.000660786,0.2660167,0.00092437834],"about_ca_topic_score_codex":0.000021771588,"about_ca_topic_score_gemma":0.00007691266,"teacher_disagreement_score":0.9133137,"about_ca_system_score_codex":0.0001823882,"about_ca_system_score_gemma":0.000813471,"threshold_uncertainty_score":0.41908452},"labels":[],"label_agreement":null},{"id":"W4413358066","doi":"10.5334/ijic.nacic24033","title":"Capturing factors associated with frailty using routinely collected electronic medical record data in British Columbia, Canada.","year":2025,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical record; Gerontology; Medicine; Medical emergency","score_opus":0.023188378451135045,"score_gpt":0.28732094119983437,"score_spread":0.26413256274869934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413358066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963961,0.0004984436,0.00028509548,0.00094176416,0.00091466896,0.00017467422,0.0003527999,0.000021781756,0.000414626],"genre_scores_gemma":[0.9976503,0.00004867342,0.00013842457,0.0005220561,0.000091938935,0.000001803485,0.0007177554,0.000024772124,0.00080424396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970473,0.0001077908,0.00084160495,0.00027620606,0.0013783436,0.00034874066],"domain_scores_gemma":[0.99643636,0.00022388545,0.00040225472,0.00023130614,0.00253775,0.00016846013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029546366,0.00015968876,0.0004959816,0.00025848512,0.000056867055,0.0001678892,0.0008707811,0.00019042644,0.0004225569],"category_scores_gemma":[0.004410565,0.00018027418,0.00006817739,0.0007021249,0.00006683436,0.0001962189,0.00011580456,0.0012471048,2.2945487e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00019044305,0.0001356135,0.9819107,0.000021987737,0.0011276766,0.0022384424,0.00019767208,0.000055469558,0.0001427554,0.0000028796337,0.007785831,0.0061904946],"study_design_scores_gemma":[0.01126468,0.00041166323,0.9447779,0.014729207,0.00036360405,0.0013508125,0.012103728,0.0055049774,0.0006006718,0.00005255666,0.008373392,0.0004668253],"about_ca_topic_score_codex":0.9001949,"about_ca_topic_score_gemma":0.99790734,"teacher_disagreement_score":0.09771247,"about_ca_system_score_codex":0.0069200965,"about_ca_system_score_gemma":0.020513777,"threshold_uncertainty_score":0.99689215},"labels":[],"label_agreement":null},{"id":"W4413366163","doi":"10.5334/ijic.nacic24114","title":"MGH2Home: Integrating Interdisciplinary Care for Seamless Transitions from Hospital to Home","year":2025,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nursing; Medicine; Integrated care; Health care","score_opus":0.00762861368845664,"score_gpt":0.3177679819757547,"score_spread":0.31013936828729805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413366163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8895246,0.002035961,0.07139627,0.024248809,0.006980197,0.0008403599,0.0021490988,0.00007723425,0.0027474803],"genre_scores_gemma":[0.9861515,0.00002287813,0.010972541,0.001003093,0.0006129636,0.000047523044,0.0007904223,0.000035266632,0.00036378708],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99807596,0.000041076106,0.00081004185,0.00029626343,0.0005404675,0.00023616698],"domain_scores_gemma":[0.99334824,0.00018631067,0.00023008033,0.0002222571,0.0058165994,0.00019652587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010205892,0.00027305473,0.00050931604,0.00073761586,0.00010410183,0.00012007907,0.0006072219,0.00016363617,0.00013318662],"category_scores_gemma":[0.0004313087,0.00022262508,0.00048585486,0.00035089138,0.000067116984,0.00022863375,0.00012273692,0.0005965575,0.0000122447245],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008447524,0.0012845654,0.040865757,0.0007164122,0.005999726,0.0017340498,0.17504756,0.0012386299,0.047199685,0.0022136508,0.07263676,0.6426157],"study_design_scores_gemma":[0.015384836,0.0049430574,0.026642567,0.023157774,0.0011986218,0.00043627573,0.8177826,0.0007184428,0.06431299,0.0028238387,0.04155362,0.0010453849],"about_ca_topic_score_codex":0.00012390045,"about_ca_topic_score_gemma":0.0003209647,"teacher_disagreement_score":0.64273506,"about_ca_system_score_codex":0.0015893457,"about_ca_system_score_gemma":0.00085238164,"threshold_uncertainty_score":0.9078387},"labels":[],"label_agreement":null},{"id":"W4413430875","doi":"10.1016/j.jgo.2025.102343","title":"Should we stop doing comprehensive geriatric assessments in patients under 75 with cancer?","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto","funders":"University of Toronto; Canadian Cancer Society; Princess Margaret Cancer Foundation","keywords":"Medicine; Cancer; Geriatric oncology; Gerontology; Intensive care medicine; Internal medicine","score_opus":0.03103777649257315,"score_gpt":0.37724666035010784,"score_spread":0.3462088838575347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413430875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9807488,0.0021821677,0.0011575541,0.008748865,0.0024993406,0.0006280107,0.000007557509,0.000020390386,0.0040073306],"genre_scores_gemma":[0.9877459,0.0013221961,0.006873949,0.0018705396,0.0004613795,0.00001821316,0.0000058312103,0.000032207954,0.0016698245],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99765474,0.00021147607,0.0009580888,0.00026214172,0.00049933844,0.00041423307],"domain_scores_gemma":[0.9977276,0.00040231823,0.00076465996,0.00022800188,0.0007076296,0.00016981395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028028604,0.00024553735,0.0009840664,0.0010687786,0.000060565046,0.00002083884,0.00022161497,0.00026761624,0.00016135268],"category_scores_gemma":[0.0000710341,0.00018773197,0.00013114617,0.0012209094,0.00007278682,0.00017992745,0.00008797971,0.00085689645,0.000007745665],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008972409,0.0036878304,0.7226315,0.00077769737,0.0014135487,0.0012330977,0.0009328075,0.0033292559,0.0014499308,0.0001650339,0.0523467,0.20306017],"study_design_scores_gemma":[0.023837827,0.0053541553,0.89141816,0.00057640014,0.0006620559,0.00020382924,0.0007386619,0.00009629367,0.00010660905,0.00015390424,0.076614864,0.00023722967],"about_ca_topic_score_codex":0.00013179492,"about_ca_topic_score_gemma":0.00009650036,"teacher_disagreement_score":0.20282294,"about_ca_system_score_codex":0.0017625679,"about_ca_system_score_gemma":0.0017640853,"threshold_uncertainty_score":0.76554877},"labels":[],"label_agreement":null},{"id":"W4413451026","doi":"10.1016/j.jgo.2025.102347","title":"Geriatric assessment in older adults with cancer: A global scoping review of barriers and strategies to implementation","year":2025,"lang":"en","type":"review","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Centre for Applied Research in Cancer Control; Princess Margaret Cancer Centre","funders":"Flinders University; Multinational Association of Supportive Care in Cancer; McGill University","keywords":"Medicine; Geriatric oncology; Cancer; Gerontology; Intensive care medicine; Internal medicine","score_opus":0.018938182297140234,"score_gpt":0.4521730539214814,"score_spread":0.43323487162434116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413451026","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00031006677,0.9936003,0.00012394252,0.001015522,0.0005740623,0.0037040655,0.000066797154,0.0000067871165,0.0005984257],"genre_scores_gemma":[0.00009809942,0.9952137,0.0038628147,0.00029393577,0.00027931473,0.00018246727,0.000021491694,0.00002136182,0.000026798545],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9960376,0.0004305973,0.0023756004,0.00034814986,0.0004659717,0.00034209757],"domain_scores_gemma":[0.9962592,0.00033408013,0.0023889898,0.00023261255,0.00049981236,0.0002852858],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001002988,0.000389033,0.0039108736,0.00076540385,0.000030537394,0.000020788671,0.00021879784,0.00026752654,0.00028933387],"category_scores_gemma":[0.00023231139,0.00028243492,0.00028372867,0.0013852174,0.000050598184,0.00015155919,0.00009626087,0.0005582308,7.717275e-7],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013954261,0.00007293601,0.0004593749,0.34954897,0.00023557681,0.00016588229,0.00010010044,0.0000020694051,1.5733951e-7,0.000020658348,0.0017647981,0.64748996],"study_design_scores_gemma":[0.0051724133,0.003359837,0.0019666816,0.9162452,0.004776364,0.0012448528,0.00095993135,6.493791e-7,3.716628e-7,0.000008775862,0.065976,0.00028889082],"about_ca_topic_score_codex":0.00024734234,"about_ca_topic_score_gemma":0.00067662756,"teacher_disagreement_score":0.64720106,"about_ca_system_score_codex":0.0018151622,"about_ca_system_score_gemma":0.022298448,"threshold_uncertainty_score":0.9999628},"labels":[],"label_agreement":null},{"id":"W4413563062","doi":"10.64628/aam.5enx4ejq3","title":"The obesity paradox: Obese patients fare better than others after heart surgery","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Obesity; Medicine; Cardiology; Internal medicine","score_opus":0.024602573482010247,"score_gpt":0.26175621415732775,"score_spread":0.2371536406753175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413563062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9389199,0.00047661382,0.00006270374,0.05447701,0.0015605746,0.0013560371,0.00010725303,0.00026379025,0.0027761017],"genre_scores_gemma":[0.9822766,0.00011703965,0.00045668177,0.013570362,0.0005683372,0.00022166097,0.000236451,0.000096492324,0.0024563426],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971097,0.00016694673,0.0005889933,0.0008003375,0.00078260835,0.0005514173],"domain_scores_gemma":[0.9974767,0.00045606776,0.00015730361,0.0013619845,0.00020215468,0.000345812],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026722407,0.000498039,0.0007782653,0.00008276275,0.00011530722,0.00011223021,0.0003033994,0.00040684728,0.0010773026],"category_scores_gemma":[0.00041481003,0.0003213684,0.0005949391,0.00012755938,0.00016855783,0.000057900223,0.00072348636,0.0011563627,0.0007959791],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022529734,0.00016669085,0.7881337,0.0003729973,0.0001886393,0.00005600574,0.000430698,0.0000012230166,0.000006072524,0.000003347065,0.20774588,0.002669446],"study_design_scores_gemma":[0.0005852206,0.0000755901,0.95833844,0.0007379738,0.00013457057,0.000007989295,0.0001307543,0.000058403108,0.00022332679,0.0005935014,0.03869193,0.00042228756],"about_ca_topic_score_codex":0.00040623397,"about_ca_topic_score_gemma":0.00023851392,"teacher_disagreement_score":0.17020476,"about_ca_system_score_codex":0.00016091944,"about_ca_system_score_gemma":0.0001990099,"threshold_uncertainty_score":0.999982},"labels":[],"label_agreement":null},{"id":"W4413733567","doi":"10.15829/1560-4071-2025-6299","title":"Course and prognosis of heart failure in patients with frailty syndrome","year":2025,"lang":"en","type":"article","venue":"Russian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Heart failure; Internal medicine; Cardiology","score_opus":0.00712744573855124,"score_gpt":0.25352014035285053,"score_spread":0.2463926946142993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413733567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9909432,0.0004013677,0.000110146684,0.007542947,0.00012301201,0.00022273728,0.0000069302946,0.000004335592,0.0006453474],"genre_scores_gemma":[0.9979591,0.000016995886,0.0017837107,0.0001409936,0.000036567224,0.0000028102536,0.0000026381406,0.00000857215,0.000048653626],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990436,0.00009783944,0.00039948756,0.00011719124,0.00017242246,0.00016948681],"domain_scores_gemma":[0.99940395,0.00006654213,0.00016205342,0.00014629585,0.00013053208,0.00009064316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00021998327,0.00010732443,0.0007378767,0.0002339767,0.0000146500615,0.0000038247945,0.00007093038,0.00011538941,0.000010370118],"category_scores_gemma":[0.0000860816,0.000075156924,0.00008722313,0.0001978996,0.00017481227,0.00006368619,0.000024233672,0.00030991662,9.1722353e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036520622,0.00006607198,0.99584514,0.000087621665,0.00029423673,0.00013585656,0.000058884572,0.00002212084,0.000039234266,0.00010396081,0.0020541449,0.0009275518],"study_design_scores_gemma":[0.004471796,0.0017013182,0.989256,0.0006835728,0.00017707411,0.00089110335,0.00007519208,0.000002264526,0.00008140767,0.0000959858,0.0025063066,0.00005798063],"about_ca_topic_score_codex":0.000003406978,"about_ca_topic_score_gemma":0.0000053588565,"teacher_disagreement_score":0.0074019535,"about_ca_system_score_codex":0.000037047175,"about_ca_system_score_gemma":0.00018465956,"threshold_uncertainty_score":0.30648106},"labels":[],"label_agreement":null},{"id":"W4413744824","doi":"10.1097/qmh.0000000000000484","title":"Investigation of Preventive Care in Sweden: Actions Planned and Performed in Response to Health Risks in Older Adults in Care","year":2025,"lang":"en","type":"article","venue":"Quality Management in Health Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SNC-Lavalin (Canada)","funders":"","keywords":"Preventive care; Health care; Medicine; Environmental health; Nursing; Political science","score_opus":0.06625636475411409,"score_gpt":0.4281266556123635,"score_spread":0.3618702908582494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413744824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753122,0.002891071,0.000005952915,0.015317339,0.00015473881,0.0058155856,0.00009511653,0.00002545862,0.0003825398],"genre_scores_gemma":[0.99582726,0.00047061068,0.0005658882,0.0021506501,0.0000112644,0.0005682577,0.00029456092,0.000017667682,0.00009382906],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9952216,0.001632072,0.0015445079,0.00065149047,0.00038991706,0.00056041597],"domain_scores_gemma":[0.99865055,0.0003390956,0.00023922847,0.00046984138,0.00012492834,0.00017637276],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019537949,0.00023819771,0.0007273451,0.0020529176,0.000053679196,0.000011814669,0.00014064621,0.00015059627,0.000007966506],"category_scores_gemma":[0.0004658302,0.0002748057,0.000040331,0.0018241289,0.000054986467,0.00012945084,0.00015001929,0.0005395216,0.0000018767114],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003966861,0.00013132341,0.69460243,0.020824367,0.000010519249,0.000028564686,0.25452513,0.00033663376,0.00000346883,0.00010527017,0.0001466297,0.025318824],"study_design_scores_gemma":[0.0058825244,0.0004800681,0.7041583,0.0097190635,0.0000044232015,4.2190217e-7,0.27937114,0.00004866118,0.000032024647,0.000030500898,0.0001530173,0.000119827724],"about_ca_topic_score_codex":0.053708028,"about_ca_topic_score_gemma":0.3447372,"teacher_disagreement_score":0.29102919,"about_ca_system_score_codex":0.004031699,"about_ca_system_score_gemma":0.0007461803,"threshold_uncertainty_score":0.99997044},"labels":[],"label_agreement":null},{"id":"W4413774689","doi":"10.1200/go-25-00276","title":"Geriatric Assessment: ASCO Global Guideline","year":2025,"lang":"en","type":"article","venue":"JCO Global Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Cancer Institute; European Society for Medical Oncology; AstraZeneca; Cardinal Health; Movember Foundation; Servier; Pfizer; Amgen","keywords":"Guideline; Medicine; Medical physics; Pathology","score_opus":0.01406727111131748,"score_gpt":0.4069814639355458,"score_spread":0.3929141928242283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413774689","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0439165,0.0011610322,0.0066249147,0.06361454,0.0038023307,0.0008512972,0.00015186387,0.0003579758,0.8795195],"genre_scores_gemma":[0.8881449,0.00020799934,0.059968226,0.036713216,0.0013165511,0.00009689056,0.00028411008,0.00002479457,0.013243286],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99774444,0.00012662154,0.0007378971,0.0005077412,0.00032617326,0.00055715395],"domain_scores_gemma":[0.9986513,0.00009006396,0.00015434907,0.0005527478,0.000323593,0.00022790399],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035240038,0.00025768217,0.0006678648,0.00007772798,0.0000816296,0.000022399605,0.00027880806,0.00041502964,0.00057314045],"category_scores_gemma":[0.00042050896,0.00023780772,0.00018540127,0.0011345318,0.0001385284,0.00007464922,0.0002410397,0.0002653673,0.00033089242],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028401852,0.00067773915,0.106931664,0.000075940385,0.00025837406,0.00044683096,0.000010571256,0.000027398875,0.00012419144,0.02750002,0.71736413,0.14629912],"study_design_scores_gemma":[0.0045641735,0.00079361146,0.21816248,0.00004929508,0.00028997083,0.000331508,0.00005945616,0.00040580472,0.000020585794,0.004404712,0.77075624,0.00016216781],"about_ca_topic_score_codex":0.00052655983,"about_ca_topic_score_gemma":0.0004437013,"teacher_disagreement_score":0.86627626,"about_ca_system_score_codex":0.0032310686,"about_ca_system_score_gemma":0.002030427,"threshold_uncertainty_score":0.9697517},"labels":[],"label_agreement":null},{"id":"W4413807096","doi":"10.1016/j.jchf.2025.102643","title":"Frailty and Semaglutide in Obesity-Related HFpEF","year":2025,"lang":"en","type":"editorial","venue":"JACC Heart Failure","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lawson Health Research Institute; Western University","funders":"","keywords":"Medicine; Semaglutide; Internal medicine; Heart failure; Cardiology; Obesity; Heart failure with preserved ejection fraction; Intensive care medicine; Diabetes mellitus; Type 2 diabetes; Endocrinology; Ejection fraction","score_opus":0.0076178307224508985,"score_gpt":0.27854014175762404,"score_spread":0.2709223110351731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413807096","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018433144,0.0031801595,0.000011416891,0.040069737,0.92914706,0.0025341818,0.0004685808,0.0005338806,0.0056218337],"genre_scores_gemma":[0.006706259,0.00053114386,0.006514727,0.001533945,0.8619315,0.00020113295,0.0022385558,0.0002657884,0.12007696],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99652404,0.0001712139,0.00076708506,0.000976276,0.0008976245,0.00066378195],"domain_scores_gemma":[0.9973445,0.001051981,0.0001336833,0.0008797879,0.0002862967,0.00030377237],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0005148974,0.00059222203,0.0013614177,0.0005534192,0.00009670076,0.00006723079,0.00021747038,0.0026400934,0.00036833528],"category_scores_gemma":[0.0032060812,0.0005771658,0.00020414172,0.00064380607,0.000149912,0.00009347311,0.00025521845,0.0035396435,0.00022100628],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006773426,0.00013798047,0.0050360225,0.0009811312,0.00010710468,0.00017831601,0.00022967187,0.0000018818236,0.00010887212,0.000018386914,0.99239814,0.00073474983],"study_design_scores_gemma":[0.0033962284,0.0001785979,0.0070207235,0.0032184366,0.00017918162,0.00003805196,0.00007659227,0.0000436561,0.00007917471,0.00020047401,0.98513174,0.00043716867],"about_ca_topic_score_codex":0.00094237854,"about_ca_topic_score_gemma":0.0017792312,"teacher_disagreement_score":0.11445513,"about_ca_system_score_codex":0.00033302492,"about_ca_system_score_gemma":0.0011566184,"threshold_uncertainty_score":0.999668},"labels":[],"label_agreement":null},{"id":"W4413848742","doi":"10.2196/76628","title":"Frailty Trajectories and Influencing Factors in Patients With Non-Hodgkin Lymphoma During Chemotherapy: Protocol for a Longitudinal Mixed Methods Study","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preprint; Medicine; Protocol (science); Lymphoma; Hodgkin lymphoma; Gerontology; Oncology; Internal medicine; Computer science; World Wide Web; Alternative medicine; Pathology","score_opus":0.14515320451462735,"score_gpt":0.5470666973294861,"score_spread":0.4019134928148588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413848742","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46567225,2.182321e-7,0.00009398797,0.000060908365,0.0000035265107,0.53405154,0.000004781187,0.000042700904,0.000070065726],"genre_scores_gemma":[0.123472355,2.3698783e-8,0.0038586447,0.000017235428,0.00003897588,0.87209934,0.0000044504263,0.0000569636,0.0004520019],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962038,0.0005455565,0.00059594377,0.0008560362,0.0009095702,0.0008891296],"domain_scores_gemma":[0.9976952,0.00059417076,0.0001189364,0.00069290155,0.0006863885,0.0002124078],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001786935,0.0003758219,0.0006739842,0.00074461295,0.00030648126,0.0001620828,0.00030181627,0.00017907078,0.000031348172],"category_scores_gemma":[0.0007326319,0.0002782632,0.000069096066,0.0012419078,0.00025767734,0.0002961142,0.00023307271,0.00053473917,0.0000013403235],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011025104,0.0032402321,0.959176,0.0031497544,0.000119300195,0.000013212658,0.0029857694,0.0000015778561,0.0014667686,0.000007654351,0.00026826788,0.018546361],"study_design_scores_gemma":[0.04819962,0.006766872,0.9189317,0.0043562045,0.0000064903115,0.0000014143611,0.0010702733,0.000029377294,0.017548878,0.00006542357,0.002789904,0.0002338329],"about_ca_topic_score_codex":0.00017100947,"about_ca_topic_score_gemma":0.00017508029,"teacher_disagreement_score":0.3421999,"about_ca_system_score_codex":0.0005452863,"about_ca_system_score_gemma":0.0005821876,"threshold_uncertainty_score":0.999967},"labels":[],"label_agreement":null},{"id":"W4413864992","doi":"10.1007/s41999-025-01293-x","title":"Th1/Th2 immune regulation and functional resilience in older adults following severe COVID-19: a prospective cohort study","year":2025,"lang":"en","type":"article","venue":"European Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Resilience (materials science); Prospective cohort study; Cohort; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cohort study; Immune system; Gerontology; Virology; Internal medicine; Immunology; Disease; Outbreak","score_opus":0.009348334844193115,"score_gpt":0.2709584928588541,"score_spread":0.261610158014661,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413864992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9652365,0.0018391293,0.0010842537,0.004692026,0.0008421915,0.003796114,0.0000029423977,0.00017914298,0.022327686],"genre_scores_gemma":[0.98825914,0.00007022487,0.00016944573,0.0010426996,0.00037827657,0.000073071526,0.000053319713,0.000037519392,0.009916315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99689645,0.00042623884,0.00080500357,0.0008597854,0.0006741179,0.00033841038],"domain_scores_gemma":[0.99848014,0.00034208412,0.00017955684,0.0005849577,0.00014339613,0.00026986626],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0020186338,0.0003046544,0.0006135531,0.00061196956,0.00018272872,0.0000190723,0.00013787135,0.000065690605,0.00034048886],"category_scores_gemma":[0.0035209884,0.00025178964,0.00006916451,0.0014470706,0.00014950492,0.00014100544,0.00015742161,0.0004063215,0.000029935634],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010272088,0.0003996774,0.98071265,0.00024136245,0.00014921147,0.0005297869,0.005368047,0.00005282744,0.00033694797,0.00006153855,0.0075066388,0.003614127],"study_design_scores_gemma":[0.017442046,0.00060047145,0.9766382,0.00074793433,0.00027105684,0.000097527154,0.003091517,0.00022217145,0.000012134698,0.00007769259,0.0006020604,0.0001971827],"about_ca_topic_score_codex":0.00039100164,"about_ca_topic_score_gemma":0.00007070564,"teacher_disagreement_score":0.023022614,"about_ca_system_score_codex":0.0003711453,"about_ca_system_score_gemma":0.0002554989,"threshold_uncertainty_score":0.99999344},"labels":[],"label_agreement":null},{"id":"W4413874972","doi":"10.1002/hsr2.71202","title":"Prevalence and Determinants of Frailty in Community‐Dwelling Iranian Older Adults: A Cross‐Sectional Study","year":2025,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Student Research Committee, Tabriz University of Medical Sciences; Isfahan University of Medical Sciences","keywords":"Polypharmacy; Medicine; Pittsburgh Sleep Quality Index; Gerontology; Logistic regression; Cross-sectional study; Quality of life (healthcare); Frailty Index; Affect (linguistics); Demography; Sleep quality; Internal medicine; Psychology; Psychiatry; Insomnia","score_opus":0.04181639210913301,"score_gpt":0.4031978043415615,"score_spread":0.3613814122324285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413874972","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99736506,0.00040721297,0.000021987491,0.00017347,0.00033979688,0.0013436949,0.0000025944148,0.00003049994,0.00031570735],"genre_scores_gemma":[0.99892735,0.00005994512,0.00041666572,0.0002718455,0.0000144295145,0.000034727655,0.0000010211446,0.000006703616,0.00026728568],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99726766,0.000087400906,0.0010757279,0.00047978826,0.0006675986,0.00042182827],"domain_scores_gemma":[0.9983618,0.00011663128,0.0003685477,0.0006811376,0.00027137718,0.00020045729],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004150213,0.0001336861,0.0003594898,0.0004203195,0.00042155842,0.00003566941,0.00016713158,0.000058881204,0.000015506495],"category_scores_gemma":[0.0007553339,0.00012289414,0.000029659366,0.0010022945,0.0006389969,0.00023555466,0.00016221672,0.00042904873,7.8975205e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004858648,0.0005665615,0.98943865,0.0015411521,0.0000026793828,0.00008969574,0.0039696284,0.00000817045,0.00004513257,0.0000024004855,0.000010266423,0.004277083],"study_design_scores_gemma":[0.0009644257,0.00041288993,0.99372,0.0025021331,0.0000060415696,0.00047520304,0.00094374205,0.00056293624,0.00027041338,0.000051901075,0.000012199314,0.000078097044],"about_ca_topic_score_codex":0.0043879095,"about_ca_topic_score_gemma":0.0013981749,"teacher_disagreement_score":0.0042813737,"about_ca_system_score_codex":0.00021872832,"about_ca_system_score_gemma":0.0013588101,"threshold_uncertainty_score":0.6633236},"labels":[],"label_agreement":null},{"id":"W4413949932","doi":"10.3390/curroncol32090494","title":"Implementation and Outcomes of a Perioperative Geriatrics Strategy, PRIME, for Older Adults Undergoing Gastrointestinal Cancer Surgery","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Queen's University; Toronto General Hospital; St. Michael's Hospital; University of Toronto","funders":"Ministry of Health, Ontario","keywords":"Medicine; Geriatrics; Gastrointestinal cancer; Perioperative; General surgery; Gerontology; Cancer; Geriatric care; Family medicine; Intensive care medicine; Surgery; Internal medicine; Colorectal cancer; Nursing; Psychiatry","score_opus":0.06927781181389356,"score_gpt":0.44447048662348393,"score_spread":0.3751926748095904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413949932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98868454,0.0018457038,0.004909231,0.0021458906,0.00075987197,0.0013187943,0.000076268996,0.000030036279,0.00022969484],"genre_scores_gemma":[0.9968853,0.0003833627,0.0019261459,0.000115719864,0.000090496884,0.00026950147,0.00008683766,0.000012891426,0.00022975222],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989177,0.000053743173,0.00042926238,0.0002621618,0.0000991051,0.00023803857],"domain_scores_gemma":[0.9984665,0.00086501666,0.00017796608,0.00011144097,0.00031426712,0.00006482921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017912073,0.00014514066,0.00046614153,0.00017534861,0.000055538956,0.00000963417,0.00004212264,0.00004916109,0.00007454624],"category_scores_gemma":[0.0003214542,0.00012710485,0.000083591876,0.00015343817,0.00009217454,0.00006348767,0.000041769228,0.00012523918,6.501403e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028190776,0.0002463302,0.7532668,0.0008349807,0.000068694244,0.0000029837038,0.00060167024,0.000003170957,0.00024893085,0.0004274779,0.0021101483,0.24190687],"study_design_scores_gemma":[0.0068892795,0.00061092863,0.9833183,0.0009334866,0.00025313234,0.00003626106,0.0036275056,0.00038636843,0.0011375442,0.00005618267,0.002613488,0.00013748305],"about_ca_topic_score_codex":0.000114014416,"about_ca_topic_score_gemma":0.0007445103,"teacher_disagreement_score":0.24176939,"about_ca_system_score_codex":0.00022125411,"about_ca_system_score_gemma":0.0011631439,"threshold_uncertainty_score":0.51831853},"labels":[],"label_agreement":null},{"id":"W4413966329","doi":"10.5770/cgj.28.884","title":"Abstracts from the 44th Annual Scientific Meeting of the Canadian Geriatrics Society","year":2025,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Geriatrics; Gerontology; Family medicine; Psychiatry","score_opus":0.013638825789637215,"score_gpt":0.24222197335285664,"score_spread":0.22858314756321943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413966329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87193644,0.005607058,0.000048577924,0.08532647,0.0127645,0.0009811433,0.0016771393,0.000032491902,0.021626173],"genre_scores_gemma":[0.99049044,0.00010569433,0.0008832165,0.0037973584,0.0010791929,0.0000038373896,0.00003088396,0.000031277625,0.0035781248],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99732727,0.000115161114,0.0007035271,0.00032229998,0.00066323933,0.00086852873],"domain_scores_gemma":[0.9965375,0.000291974,0.00036482906,0.00072538434,0.0009030049,0.0011773247],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0016393268,0.0002310567,0.00031778333,0.00040667603,0.0020310385,0.00042760564,0.0008726146,0.000279668,0.00016211066],"category_scores_gemma":[0.0016003998,0.00015780755,0.0003825433,0.0019209059,0.00035461687,0.00014178427,0.000071886825,0.0012239038,0.000018197406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017427445,0.000031833544,0.06988814,0.000057031535,0.0002891182,0.00012378067,0.004736676,0.00038844437,0.00033434888,0.00031620412,0.9164378,0.007379171],"study_design_scores_gemma":[0.0013998679,0.000032442815,0.3926394,0.00030228763,0.00044721106,0.00021615904,0.002503591,0.0002595473,0.00045696393,0.0010067795,0.600445,0.00029077713],"about_ca_topic_score_codex":0.74906224,"about_ca_topic_score_gemma":0.9710105,"teacher_disagreement_score":0.32275128,"about_ca_system_score_codex":0.0019624056,"about_ca_system_score_gemma":0.021844806,"threshold_uncertainty_score":0.9992682},"labels":[],"label_agreement":null},{"id":"W4413966474","doi":"10.5770/cgj.28.850","title":"Application of Lean Principles to the Comprehensive Geriatric Assessment to Reduce Cycle Time","year":2025,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"","keywords":"Medicine; Workflow; Value stream mapping; Electronic health record; Nursing; Lean manufacturing; Physical therapy; Operations management; Health care","score_opus":0.016709009392301376,"score_gpt":0.29630812848787136,"score_spread":0.27959911909557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413966474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7831663,0.0012841948,0.022546954,0.15424739,0.002157377,0.0039028814,0.00017910179,0.00006873938,0.03244709],"genre_scores_gemma":[0.975017,0.00008516061,0.010780403,0.005291764,0.0008731708,0.000054677996,0.000023609402,0.00003674592,0.007837434],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99850214,0.000053234075,0.0004892789,0.00023431407,0.0003244927,0.00039653378],"domain_scores_gemma":[0.99784416,0.0001047987,0.00015840051,0.0004921169,0.00058067165,0.0008198585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003851364,0.00015384566,0.0002975324,0.000813559,0.00023688057,0.000058240923,0.00036808406,0.000086143846,0.000101949176],"category_scores_gemma":[0.00025920654,0.00012731971,0.00010253856,0.0014242353,0.000030007928,0.000046244062,0.00006512111,0.00035628822,0.000109621506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003241723,0.00027266252,0.017254869,0.00034945927,0.0006061191,0.00019861059,0.0027254566,0.017719727,0.030832017,0.0053768465,0.65579534,0.26854473],"study_design_scores_gemma":[0.0010782105,0.00022826511,0.21266101,0.00011422233,0.00019935277,0.00025835342,0.0003507662,0.0017861812,0.00086502027,0.00031615695,0.7819154,0.00022704797],"about_ca_topic_score_codex":0.0056076385,"about_ca_topic_score_gemma":0.0068592434,"teacher_disagreement_score":0.26831767,"about_ca_system_score_codex":0.00094976975,"about_ca_system_score_gemma":0.0021823451,"threshold_uncertainty_score":0.84771097},"labels":[],"label_agreement":null},{"id":"W4413966527","doi":"10.5770/cgj.28.841","title":"Electronic Documentation of Goals of Care Designation Discussions Among Alberta-based Geriatric Patients","year":2025,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Documentation; Medicine; Specialty; Autonomy; Family medicine; Medical record; Health care; Population; Limiting; Outpatient clinic; Intervention (counseling); Ambulatory care; Nursing; Gerontology","score_opus":0.004992181709998964,"score_gpt":0.24786450598142756,"score_spread":0.2428723242714286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413966527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99098784,0.0010912839,0.0018972965,0.0014412733,0.0006869137,0.00077827624,0.000061586186,0.000009661326,0.0030458427],"genre_scores_gemma":[0.9983527,0.000080309415,0.0005675769,0.00014408748,0.00006711754,0.000009642406,0.00012026326,0.00001757238,0.0006407104],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99843794,0.0000935875,0.0006088018,0.000158668,0.00033068893,0.0003703015],"domain_scores_gemma":[0.99815273,0.00012395537,0.00038650192,0.00020271084,0.0007857979,0.00034830204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019805138,0.0001417059,0.0003037928,0.0012802337,0.00013073433,0.00002821551,0.00014835352,0.00013290471,0.00019731418],"category_scores_gemma":[0.00054758275,0.00012580342,0.0001565174,0.0010158796,0.000050280232,0.00016225876,0.000010558706,0.00027662716,0.000003324068],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029435087,0.00023907045,0.9395141,0.0007326461,0.00028414125,0.000021085487,0.0017508869,0.001631567,0.00091580057,0.0010876575,0.014052559,0.039476134],"study_design_scores_gemma":[0.0074209124,0.0008280343,0.9784041,0.00048684917,0.0008211371,0.000012455916,0.0008293295,0.000642623,0.0064113652,0.0007374811,0.0030936846,0.0003120465],"about_ca_topic_score_codex":0.011918459,"about_ca_topic_score_gemma":0.03728358,"teacher_disagreement_score":0.039164085,"about_ca_system_score_codex":0.0012566962,"about_ca_system_score_gemma":0.0032165153,"threshold_uncertainty_score":0.9946613},"labels":[],"label_agreement":null},{"id":"W4413971108","doi":"10.1016/j.jamda.2025.105829","title":"Comprehensiveness vs Efficiency: A Cross-Sectional Analysis of the Association Between Allostatic Load and the Frailty Index Using the CLSA","year":2025,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Allostatic load; Medicine; Association (psychology); Cross-sectional study; Index (typography); Frailty Index; Gerontology; Pathology","score_opus":0.015755862266947047,"score_gpt":0.3336929972975622,"score_spread":0.31793713503061516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413971108","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97737503,0.00020679898,0.0007691818,0.020555703,0.0006638712,0.0002909186,0.000023306653,0.000008546579,0.00010661515],"genre_scores_gemma":[0.99706066,0.00009157083,0.000032657586,0.0021421926,0.00023325426,0.0000034291525,0.0000025974114,0.0000096247195,0.00042404296],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99423766,0.0014164827,0.00095694314,0.00016412542,0.0029718317,0.0002529306],"domain_scores_gemma":[0.98907435,0.0060293116,0.0033136837,0.00031034017,0.001180398,0.0000919025],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004877428,0.00015824389,0.00084806944,0.0001663721,0.00039274467,0.000067737004,0.00051618967,0.00014731636,0.000025014744],"category_scores_gemma":[0.020442108,0.00006908342,0.00063785457,0.0025066875,0.0006902193,0.00007199282,0.00016544618,0.00093598966,4.233458e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018934112,0.00006706962,0.9929678,0.000016670238,0.0034525772,7.064328e-7,0.00060860446,0.00074597273,0.00016915167,0.000023025732,0.00047472614,0.0012843984],"study_design_scores_gemma":[0.0017253213,0.000050568524,0.98422605,0.00016876693,0.0031023524,0.000005639912,0.00016649696,0.009723216,0.00012058159,0.00015878583,0.00048915815,0.00006303487],"about_ca_topic_score_codex":0.0013270002,"about_ca_topic_score_gemma":0.0001951579,"teacher_disagreement_score":0.019685572,"about_ca_system_score_codex":0.0018377156,"about_ca_system_score_gemma":0.0009148026,"threshold_uncertainty_score":0.9878091},"labels":[],"label_agreement":null},{"id":"W4414037859","doi":"10.1136/bmjopen-2024-097048","title":"Predictors of progression from pre-frailty to frailty in older people: a systematic review and meta-analysis protocol","year":2025,"lang":"en","type":"review","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Gerontology; Protocol (science); Older people; MEDLINE; Systematic review; Alternative medicine; Internal medicine; Pathology","score_opus":0.16050274382685134,"score_gpt":0.5065598226973241,"score_spread":0.34605707887047277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414037859","genre_codex":"review","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[2.505102e-7,0.5267563,0.000019170839,0.0003652713,0.000019807003,0.47198558,0.00039247493,0.000022910666,0.0004382495],"genre_scores_gemma":[6.899901e-7,0.32033503,0.0011848654,0.0003625192,0.000024663315,0.67119294,0.00033066704,0.00005364384,0.0065149707],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99178493,0.0015769713,0.0038747045,0.0012981169,0.0010599099,0.00040538685],"domain_scores_gemma":[0.99348396,0.00082457706,0.0020346132,0.00303183,0.0002962506,0.00032878143],"candidate_categories":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002660066,0.0009204892,0.021209048,0.00077103317,0.000044322176,0.00010667862,0.0013654948,0.0004829198,0.0012221768],"category_scores_gemma":[0.0036331944,0.0005525609,0.0020614546,0.0033680834,0.000054615044,0.00017534646,0.0016818711,0.0005025817,0.00002907414],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042789226,0.00024256832,0.00012571858,0.9247697,0.06468668,0.000021806709,0.0002483781,3.028222e-7,4.1948798e-8,0.0000026397702,0.004976695,0.0048826803],"study_design_scores_gemma":[0.0005790638,0.0001304836,0.00022129586,0.46895376,0.5013377,0.0000127734365,0.000011038288,0.0000027110734,6.136189e-7,0.0000035177459,0.028438814,0.0003081999],"about_ca_topic_score_codex":0.0006637445,"about_ca_topic_score_gemma":0.0012451003,"teacher_disagreement_score":0.45581594,"about_ca_system_score_codex":0.0001872059,"about_ca_system_score_gemma":0.0011865098,"threshold_uncertainty_score":0.9996926},"labels":[],"label_agreement":null},{"id":"W4414057687","doi":"10.2196/76782","title":"Association Between In-Hospital Applications for Long-Term Care Services and Hospital Length of Stay Among Older Adults: Ecological Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Certification; Association (psychology); Ecological study; Health care; Ideal (ethics); Transitional care; Hospital care; Hospital discharge","score_opus":0.018805774137119802,"score_gpt":0.4001504879932843,"score_spread":0.3813447138561645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414057687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99190396,0.00010316047,0.00008782047,0.00035349335,0.00007458664,0.0068353373,0.00023461043,0.000032344902,0.00037470058],"genre_scores_gemma":[0.99630666,0.00001942283,0.000055549295,0.00000883601,0.000097271906,0.0029056887,0.00030134036,0.0000127366575,0.0002924856],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978441,0.00013202726,0.00053346937,0.0003604096,0.0007122593,0.0004177628],"domain_scores_gemma":[0.99721897,0.00086109136,0.00016015623,0.00022847438,0.0014359264,0.000095362026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007969199,0.00014806261,0.00033822737,0.00039000835,0.0002359762,0.00007670876,0.00020061944,0.00022212154,0.00002692014],"category_scores_gemma":[0.00017208734,0.00012932821,0.00007573663,0.0005671337,0.00019331505,0.0003822797,0.0002168264,0.00054194237,0.0000069607704],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009987867,0.0014737302,0.97764844,0.0013224623,0.00021640402,0.0000017348146,0.016415883,8.5566023e-7,0.000002624741,0.00003378993,0.00013107277,0.002653106],"study_design_scores_gemma":[0.0048498823,0.002301502,0.9811077,0.00024441112,0.000026807375,2.695022e-7,0.011049836,0.0000612594,0.00012342332,0.00008570012,0.00004076017,0.00010843863],"about_ca_topic_score_codex":0.00010316347,"about_ca_topic_score_gemma":0.00036626443,"teacher_disagreement_score":0.005366047,"about_ca_system_score_codex":0.0006684415,"about_ca_system_score_gemma":0.000113952185,"threshold_uncertainty_score":0.5273851},"labels":[],"label_agreement":null},{"id":"W4414078506","doi":"10.1016/j.ejvs.2025.08.057","title":"Frailty and Short Term Functional Outcomes following Abdominal Aortic Aneurysm Repair in Elderly Patients: A Prospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"European Journal of Vascular and Endovascular Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Abdominal aortic aneurysm; Prospective cohort study; Cohort study; Term (time); Aortic aneurysm; Cohort; Endovascular aneurysm repair","score_opus":0.015251187672283473,"score_gpt":0.25195633681255925,"score_spread":0.23670514914027577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414078506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956466,0.0020411916,0.00044144198,0.00010306521,0.0005663739,0.00078230695,0.0000023094208,0.00004076752,0.000375922],"genre_scores_gemma":[0.9991048,0.00020000372,0.0002771821,0.00017108585,0.000079359976,0.000012846342,0.0000077007035,0.000042928445,0.000104103565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966559,0.0006586143,0.0010783429,0.0004742711,0.00079731405,0.00033558783],"domain_scores_gemma":[0.99869937,0.00029291306,0.000161153,0.00041725027,0.00022107715,0.00020822063],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0034035384,0.00032347316,0.0010792387,0.000641625,0.00012341351,0.000050345763,0.00009209794,0.00004894151,0.000017592316],"category_scores_gemma":[0.0011058938,0.0002640516,0.0010056972,0.00036834716,0.00009264034,0.0002783882,0.0001083562,0.0005435397,0.000002834098],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017666956,0.0008113548,0.97770756,0.00010231532,0.0028291957,0.0032748352,0.00034273692,0.000007616401,0.00003712686,0.0000024135243,0.00032409583,0.014384084],"study_design_scores_gemma":[0.00511291,0.00041041154,0.9916983,0.00045753116,0.0011702662,0.0002641584,0.0003062332,0.000023404777,0.000020761167,0.000014659587,0.0003070806,0.00021427475],"about_ca_topic_score_codex":0.000030971532,"about_ca_topic_score_gemma":0.000017064282,"teacher_disagreement_score":0.014169809,"about_ca_system_score_codex":0.000103939026,"about_ca_system_score_gemma":0.00011994043,"threshold_uncertainty_score":0.99998116},"labels":[],"label_agreement":null},{"id":"W4414083460","doi":"10.1007/s40121-025-01218-y","title":"Associated Factors of Cognitive Frailty in People Living with HIV Aged 50 and Older: A Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"Infectious Diseases and Therapy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Science and Technology Program of Guizhou Province","keywords":"Human immunodeficiency virus (HIV); Psychological intervention; Cognition; Cognitive impairment; Older people; Health care; Cognitive decline","score_opus":0.013002242983224128,"score_gpt":0.2982304464468053,"score_spread":0.2852282034635812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414083460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9979524,0.0007732494,0.00003445836,0.000025532914,0.00006155937,0.00077865116,0.000074308206,0.00006364877,0.00023618755],"genre_scores_gemma":[0.99936235,0.00021810929,0.0000014128818,0.00010633685,0.000017812734,0.000053937623,0.000023138355,0.000014565912,0.00020232673],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991007,0.000086541724,0.00021266766,0.00026965843,0.0001730671,0.00015736882],"domain_scores_gemma":[0.99896127,0.0006583113,0.00008224691,0.00009689851,0.00012110979,0.000080162616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009775304,0.00016011164,0.00031712183,0.00017581657,0.00010907674,0.000045552533,0.000026566688,0.00006512905,0.00007054194],"category_scores_gemma":[0.00028704407,0.00012529657,0.00004812589,0.0002942936,0.000114155286,0.00008516434,0.000026072676,0.00014907995,3.7448203e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028910473,0.002076534,0.9938115,0.000048810707,0.00040796932,0.0000072733496,0.0023414067,0.0000040963478,0.00004972935,0.00000577374,0.000012066803,0.00094575644],"study_design_scores_gemma":[0.008565789,0.0010387524,0.9886889,0.0003927555,0.000078205645,0.000005550956,0.0009984368,0.000022525255,0.0000230061,0.00006841934,0.000004245497,0.000113428425],"about_ca_topic_score_codex":0.0011590756,"about_ca_topic_score_gemma":0.001348445,"teacher_disagreement_score":0.008276684,"about_ca_system_score_codex":0.000051276937,"about_ca_system_score_gemma":0.000095648255,"threshold_uncertainty_score":0.5109446},"labels":[],"label_agreement":null},{"id":"W4414146647","doi":"10.21203/rs.3.rs-7262797/v1","title":"Preoperative Geriatric Assessment Impact on Health Outcomes in Older Adults After Major Surgery A Retrospective Matched Study","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Health Services and Policy Research","funders":"","keywords":"Retrospective cohort study; Health care; Geriatrics; Orthopedic surgery; Intervention (counseling); Elective surgery; Geriatric trauma; Healthcare system; Frailty Index","score_opus":0.04139556675253478,"score_gpt":0.4588873308880373,"score_spread":0.4174917641355025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414146647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96890706,0.00075482024,0.000017463535,0.008773267,0.0005022558,0.018844835,0.0010199744,0.0001539668,0.0010263551],"genre_scores_gemma":[0.98821366,0.00035654497,0.00022910247,0.00024882934,0.00024547236,0.00586114,0.00035026125,0.00009969873,0.004395291],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.98864067,0.002954803,0.0013310616,0.0020588015,0.0033472779,0.0016674113],"domain_scores_gemma":[0.99328643,0.0022166225,0.0002895939,0.0021866066,0.0014136806,0.000607074],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004904577,0.0008936482,0.0027972674,0.0031815527,0.00018462754,0.00021198438,0.00046298894,0.00053601013,0.0007716364],"category_scores_gemma":[0.0019509693,0.0006735986,0.0006904934,0.001813136,0.00013732024,0.00012580925,0.0013904121,0.005590719,0.000084752755],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.002921962,0.006806398,0.96511525,0.0037634482,0.0007102296,0.00078444066,0.011189343,0.000045413304,9.779333e-7,0.00000784589,0.006904953,0.0017497544],"study_design_scores_gemma":[0.0048569595,0.0030474125,0.9761271,0.009753705,0.000051131876,0.000005474494,0.005401842,0.0001794779,0.000014352673,0.00011847205,0.000010820162,0.00043324786],"about_ca_topic_score_codex":0.011671245,"about_ca_topic_score_gemma":0.0034153147,"teacher_disagreement_score":0.0193066,"about_ca_system_score_codex":0.0091301,"about_ca_system_score_gemma":0.006866532,"threshold_uncertainty_score":0.9995715},"labels":[],"label_agreement":null},{"id":"W4414162612","doi":"10.1371/journal.pone.0323923","title":"The impact of outdoor walking interventions on frailty among older adults with mobility limitations: Findings from the Getting Older Adults Outdoors (GO-OUT) study","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Manitoba; Toronto Rehabilitation Institute; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Psychological intervention; Intervention (counseling); Older people; Preferred walking speed; Physical activity; Falls in older adults; Healthy aging; Injury prevention","score_opus":0.05446271241692488,"score_gpt":0.31414738055624025,"score_spread":0.25968466813931534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414162612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99152076,0.00039158578,0.00010123566,0.0019642953,0.00012688541,0.0048677395,0.0001054171,0.00014987419,0.00077218935],"genre_scores_gemma":[0.99702126,0.000036889604,0.00046113823,0.00016903787,0.000105434796,0.0005470851,0.00007489352,0.000055970802,0.0015282759],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99649227,0.00032516004,0.0010022554,0.0007164599,0.000942303,0.0005215767],"domain_scores_gemma":[0.99421895,0.003117531,0.00041078764,0.0014411565,0.0006708169,0.0001407508],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008232447,0.00042889945,0.0007061684,0.00016942227,0.00051191216,0.00010662113,0.00054459437,0.00014491753,0.0001329104],"category_scores_gemma":[0.0040102247,0.00023871403,0.00044215302,0.0005848536,0.0003315156,0.00020500904,0.00019797198,0.00086200255,0.000042329404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015828436,0.016858304,0.91825587,0.0004996007,0.0038851597,0.0000150352525,0.045594715,0.000033420387,0.00022623588,0.00001880046,0.0014148625,0.011615173],"study_design_scores_gemma":[0.0060149613,0.0016109471,0.95072603,0.019015884,0.0009846896,8.299913e-7,0.019060874,0.0008451558,0.0014499575,0.00006272241,0.0000025053644,0.00022546749],"about_ca_topic_score_codex":0.0014812032,"about_ca_topic_score_gemma":0.003962254,"teacher_disagreement_score":0.032470156,"about_ca_system_score_codex":0.0003024875,"about_ca_system_score_gemma":0.00016093749,"threshold_uncertainty_score":0.9734475},"labels":[],"label_agreement":null},{"id":"W4414163458","doi":"10.1016/j.jamda.2025.105843","title":"Development of Prediction Models for Healthy Ageing in Community-Dwelling Middle-Aged and Older Adults: A Longitudinal Study Using Machine Learning","year":2025,"lang":"en","type":"article","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"National Institute on Aging; Department of Health and Social Care; National Institute on Handicapped Research; Department of Transport; Economic and Social Research Council; National Institute for Health and Care Research","keywords":"Healthy ageing; Healthy aging; Longitudinal study; Ageing; Predictive modelling; Longitudinal data","score_opus":0.03776928525928561,"score_gpt":0.32715078551718757,"score_spread":0.289381500257902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414163458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99173695,0.00028435874,0.0064889905,0.00072366337,0.00023722272,0.0005003121,0.0000036200952,0.000011728855,0.00001316249],"genre_scores_gemma":[0.9953898,0.00007957127,0.0042272364,0.0001785905,0.00006640387,0.000007869817,0.0000040867026,0.000013381881,0.000033065196],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99719334,0.00072139397,0.000964561,0.000115423165,0.00080037763,0.00020490054],"domain_scores_gemma":[0.9972069,0.000974927,0.001353167,0.00010932596,0.0002475525,0.000108108565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003925359,0.00012372654,0.00059071806,0.00028023944,0.00026592208,0.0000129118835,0.00014347563,0.0000716557,0.000003108716],"category_scores_gemma":[0.0040096515,0.00009306401,0.00010067436,0.0005397039,0.000068092784,0.00010089643,0.0000737399,0.0010516045,3.8036873e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006630084,0.0007005493,0.9682964,0.00023592908,0.0002841938,0.0000047434996,0.012798163,0.00051916315,0.0002792879,0.0000011413975,0.000024782714,0.016192636],"study_design_scores_gemma":[0.004264951,0.0005235687,0.92570275,0.0034034518,0.00020582211,0.000011893672,0.0056964634,0.059923723,0.00014131822,0.000029607612,0.000024558713,0.00007188389],"about_ca_topic_score_codex":0.0014959385,"about_ca_topic_score_gemma":0.0010150899,"teacher_disagreement_score":0.05940456,"about_ca_system_score_codex":0.00093727384,"about_ca_system_score_gemma":0.00039295762,"threshold_uncertainty_score":0.48002172},"labels":[],"label_agreement":null},{"id":"W4414194571","doi":"10.2196/75887","title":"The Role of Physical Activity and Physical Function in Predicting Physical Frailty Transitions in Chinese Older Adults: Longitudinal Observational Study From CHARLS","year":2025,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Physical activity; Observational study; Longitudinal study; Baseline (sea); Muscle strength; Psychological intervention; Physical activity level; Frailty syndrome","score_opus":0.022494088329693043,"score_gpt":0.32541172632207244,"score_spread":0.3029176379923794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414194571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99725306,0.000055210123,0.00008020628,0.0012223609,0.000064572036,0.0010718803,0.00003200996,0.00004625661,0.00017445702],"genre_scores_gemma":[0.99927616,0.000001630506,0.000020287132,0.000033227614,0.0003436733,0.00025495276,0.000024245212,0.00001535665,0.000030487348],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986366,0.00010978182,0.00023113297,0.00042042704,0.00035937421,0.0002427026],"domain_scores_gemma":[0.9988813,0.00064665196,0.000079029756,0.00026581602,0.0000747315,0.000052517575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013572026,0.0002040957,0.00042271503,0.00012119158,0.00011706841,0.000025308418,0.00009308921,0.000048341397,0.0000040340196],"category_scores_gemma":[0.00013568158,0.00015526717,0.00009766438,0.0005748062,0.00010654997,0.00026306833,0.0000695186,0.00054486026,0.0000015826403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005113956,0.003916257,0.9355317,0.00007174916,0.000087399465,0.0000075628745,0.019500868,0.00006748706,0.011014649,0.00009332147,0.000010692133,0.029186929],"study_design_scores_gemma":[0.0032024768,0.00017594194,0.9045247,0.000546851,0.0000636082,0.0000010472027,0.0033344645,0.0865782,0.0004736678,0.0009940135,0.0000055681257,0.00009949626],"about_ca_topic_score_codex":0.0005945581,"about_ca_topic_score_gemma":0.00048664658,"teacher_disagreement_score":0.08651071,"about_ca_system_score_codex":0.000091612535,"about_ca_system_score_gemma":0.000067515444,"threshold_uncertainty_score":0.6331612},"labels":[],"label_agreement":null},{"id":"W4414243017","doi":"10.3390/jcm14186509","title":"A Machine Learning Approach to Modify the Neurocognitive Frailty Index for the Prediction of Cognitive Status in the Canadian Population","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"North York General Hospital; Université de Moncton; University of British Columbia","funders":"","keywords":"Neurocognitive; Cognition; Predictive validity; Stressor; Population; Support vector machine; Scale (ratio); Artificial neural network; Regression","score_opus":0.11060545425170015,"score_gpt":0.4161806518215782,"score_spread":0.30557519756987805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414243017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69630176,0.0022851585,0.039594155,0.23002318,0.0028919308,0.007931887,0.00018908609,0.000026434593,0.020756437],"genre_scores_gemma":[0.99102074,0.00018516676,0.00012220257,0.007633596,0.0007591821,0.000041130716,0.00003604804,0.000012665273,0.00018927973],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99690866,0.00052899634,0.0014883553,0.00017476175,0.0006319762,0.00026725986],"domain_scores_gemma":[0.9894339,0.00878713,0.0006003919,0.00019724887,0.00077696756,0.00020435046],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004325009,0.00014374798,0.0006071765,0.00030101353,0.00017389141,0.000012761005,0.00024917998,0.00014713944,0.00001577539],"category_scores_gemma":[0.03739493,0.00006150908,0.00017841607,0.00063709734,0.00027591098,0.00006367294,0.00002778115,0.0016242262,6.704278e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046971384,0.00054318993,0.74023026,0.0001642163,0.0005678918,0.000027383128,0.007609973,0.0014417173,0.000015419004,0.00050762325,0.0052597187,0.23893547],"study_design_scores_gemma":[0.0069194743,0.0022361123,0.9599707,0.0011636887,0.00056536344,0.000053191445,0.003720339,0.018861134,0.0000047387425,0.00059853157,0.0058612903,0.000045419765],"about_ca_topic_score_codex":0.022767691,"about_ca_topic_score_gemma":0.02066108,"teacher_disagreement_score":0.29471898,"about_ca_system_score_codex":0.000095594056,"about_ca_system_score_gemma":0.0005071607,"threshold_uncertainty_score":0.9972093},"labels":[],"label_agreement":null},{"id":"W4414245740","doi":"10.1111/jgs.70090","title":"Redefining Frailty: Planning Care Through the Frailty Trajectory Model","year":2025,"lang":"en","type":"article","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Baseline (sea); Vulnerability (computing); Dependency (UML); Event (particle physics); Trajectory; Intervention (counseling); MEDLINE","score_opus":0.03729471354170545,"score_gpt":0.32912824236787325,"score_spread":0.2918335288261678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414245740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9015785,0.010980417,0.044544987,0.028075617,0.0020715839,0.0005949606,0.000040843715,0.00009791459,0.012015179],"genre_scores_gemma":[0.9616881,0.0006399724,0.024704846,0.011041548,0.0006058987,0.00000671114,0.00000237016,0.000043290704,0.0012672462],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99775153,0.00013483116,0.000708305,0.0002351682,0.00076397584,0.0004062037],"domain_scores_gemma":[0.9972131,0.0004166641,0.0011454959,0.0006945531,0.00043418867,0.00009599275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048061128,0.0002644908,0.0006584344,0.000062217594,0.00045994847,0.0000627553,0.0007543059,0.000111538015,0.000010481392],"category_scores_gemma":[0.00048318735,0.00015185276,0.0011010477,0.0012161137,0.00047981046,0.00013851785,0.00022885276,0.0013952955,0.000002436611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081804965,0.0003492878,0.039799705,0.0005068854,0.0025507365,0.000062813146,0.11520184,0.117848665,0.009245451,0.00066395133,0.68369645,0.029256172],"study_design_scores_gemma":[0.018502224,0.0029810902,0.19328038,0.0040410385,0.008626044,0.0016228573,0.319665,0.05532128,0.0070853746,0.012180579,0.3741968,0.0024973322],"about_ca_topic_score_codex":0.00009276535,"about_ca_topic_score_gemma":0.0000032730798,"teacher_disagreement_score":0.30949965,"about_ca_system_score_codex":0.00051873893,"about_ca_system_score_gemma":0.0010404022,"threshold_uncertainty_score":0.61923754},"labels":[],"label_agreement":null},{"id":"W4414254081","doi":"10.3389/fnagi.2025.1639245","title":"Effects of exercise-cognitive dual-task training on cognitive frailty in older adults: a randomized controlled trial","year":2025,"lang":"en","type":"article","venue":"Frontiers in Aging Neuroscience","topic":"Frailty in Older Adults","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Peking Union Medical College; Peking Union Medical College Hospital","keywords":"Randomized controlled trial; Cognitive training; Cognition; Cognitive impairment; Older people; Training (meteorology)","score_opus":0.011699550366806262,"score_gpt":0.28134770392669817,"score_spread":0.2696481535598919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414254081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96813756,0.0010124185,0.008336168,0.0006945391,0.004633181,0.014999233,0.000014325354,0.00008758248,0.002084962],"genre_scores_gemma":[0.99545956,0.0002628373,0.00045468553,0.0015096607,0.00004532661,0.0013485409,0.000005928651,0.000026005466,0.00088742864],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9962242,0.00064405653,0.0010150594,0.0009060075,0.0005877142,0.0006229672],"domain_scores_gemma":[0.99545115,0.0036914519,0.0003407098,0.00023625122,0.00015268089,0.00012777334],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013769369,0.00037890638,0.0025217356,0.0013210744,0.00007975998,0.00003578956,0.00022334243,0.00019028157,0.0000063869024],"category_scores_gemma":[0.019154087,0.00032091027,0.0003438007,0.001504818,0.0008474653,0.00018434695,0.00007924328,0.00083211024,0.0000018206322],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9731666,0.0009854779,0.0014641315,0.0005218489,0.000047344663,0.00028687084,0.008144862,0.000028483923,0.00087237166,0.0000290532,0.00036965153,0.014083302],"study_design_scores_gemma":[0.9566539,0.0003845749,0.009448424,0.019668726,0.00029407584,0.0000041206044,0.0018885967,0.0075807683,0.0036781498,0.00014895474,0.000008858416,0.00024086924],"about_ca_topic_score_codex":0.00006229022,"about_ca_topic_score_gemma":0.0000064369437,"teacher_disagreement_score":0.027321996,"about_ca_system_score_codex":0.000113930466,"about_ca_system_score_gemma":0.00034631035,"threshold_uncertainty_score":0.9999243},"labels":[],"label_agreement":null},{"id":"W4414309374","doi":"10.1016/j.jclinane.2025.112015","title":"The perioperative impact of frailty and cognitive impairment in older surgical patients: A multicentered longitudinal cohort study","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Anesthesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Sinai Hospital; Women's College Hospital; University of Toronto; Toronto Western Hospital; University Health Network","funders":"Canadian Institutes of Health Research; Temerty Faculty of Medicine, University of Toronto; University Health Network Foundation; Ontario Ministry of Health and Long-Term Care; ResMed Foundation","keywords":"Perioperative; Cognitive impairment; Cohort study; Longitudinal study; Cohort; Cognition; MEDLINE; Retrospective cohort study","score_opus":0.03493893633613434,"score_gpt":0.416753405889828,"score_spread":0.3818144695536937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414309374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966541,0.0002905162,0.0000065911872,0.0016600611,0.00008632377,0.001190373,0.0000026845123,0.000003988687,0.00010538801],"genre_scores_gemma":[0.99935424,0.0001627256,0.000052850715,0.000139153,0.00007874347,0.0000117857035,0.0000019273327,0.0000098298515,0.00018874813],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966026,0.00056891306,0.0018839581,0.00023352278,0.00048830983,0.00022271273],"domain_scores_gemma":[0.9958755,0.0022714278,0.00062195654,0.00018891893,0.0008519648,0.00019027517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021555526,0.00019144524,0.0010509194,0.00012388451,0.00006435423,0.000030264988,0.00013858775,0.00011482514,0.000041945365],"category_scores_gemma":[0.0018381405,0.000101021484,0.00039149678,0.00022553628,0.00033892115,0.00011094554,0.000050152637,0.0006624802,0.0000018227695],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006282883,0.0057557058,0.9791568,0.000024950541,0.0007124163,0.0007507292,0.00070304604,0.0000025311952,0.0000012487038,0.0000059786244,0.00022676415,0.006376954],"study_design_scores_gemma":[0.020638319,0.007771582,0.9691342,0.0006299058,0.00037510137,0.00025773732,0.0008657717,0.00009210097,0.000008776846,0.000012002325,0.0001336936,0.00008078813],"about_ca_topic_score_codex":0.00007503644,"about_ca_topic_score_gemma":0.00004152416,"teacher_disagreement_score":0.014355436,"about_ca_system_score_codex":0.00008416523,"about_ca_system_score_gemma":0.00034162635,"threshold_uncertainty_score":0.41195366},"labels":[],"label_agreement":null},{"id":"W4414314161","doi":"10.1007/s41999-025-01305-w","title":"Validation of Subjective and Objective Decisional Trees to prescribe exercise using the pace tool in outpatient older adults","year":2025,"lang":"en","type":"article","venue":"European Geriatric Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Institut Universitaire de Gériatrie de Montréal; Université du Québec à Montréal","funders":"","keywords":"Pace; Physical activity; Quality of life (healthcare); Outpatient clinic; Activities of daily living","score_opus":0.014421753397576807,"score_gpt":0.27910892473380156,"score_spread":0.26468717133622477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414314161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907066,0.001455993,0.0017535808,0.0015425046,0.00040545248,0.0016914353,0.000010017719,0.000027600981,0.002406786],"genre_scores_gemma":[0.997375,0.00012733569,0.0010504065,0.00037336812,0.00018444365,0.000018701205,0.000013462612,0.000026675445,0.00083061116],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99791914,0.00030436376,0.00063035544,0.00043717676,0.0004748579,0.00023412908],"domain_scores_gemma":[0.99850994,0.00049731793,0.00016712965,0.00043377868,0.00030363805,0.00008822077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009277409,0.00021660382,0.0004575484,0.0005065794,0.00006521894,0.000009803373,0.00015087795,0.000048360675,0.00006298426],"category_scores_gemma":[0.0021142398,0.00014154143,0.00004947108,0.0010802583,0.000134461,0.00007613926,0.00016807683,0.00023172963,0.000007002158],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013533347,0.0020250657,0.35472167,0.001568593,0.0004938639,0.00055093336,0.19353838,0.0019178546,0.015169236,0.00046789565,0.041266203,0.37474695],"study_design_scores_gemma":[0.0067119463,0.0007057371,0.9798237,0.0042576366,0.0002502744,0.00002949409,0.0043256357,0.0006580954,0.0026893169,0.00008132413,0.0003080509,0.00015880221],"about_ca_topic_score_codex":0.0002703037,"about_ca_topic_score_gemma":0.000021758417,"teacher_disagreement_score":0.62510204,"about_ca_system_score_codex":0.00012678852,"about_ca_system_score_gemma":0.000103103375,"threshold_uncertainty_score":0.5771892},"labels":[],"label_agreement":null},{"id":"W4414348046","doi":"10.1097/qad.0000000000004352","title":"Prevalence and risk factors of cognitive frailty in people with HIV","year":2025,"lang":"en","type":"article","venue":"AIDS","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Polypharmacy; Human immunodeficiency virus (HIV); Population; Nadir; Cross-sectional study; Cognition; Young adult; Sida","score_opus":0.01159997800466648,"score_gpt":0.27248714765036647,"score_spread":0.26088716964569997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414348046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99600935,0.00027242125,0.0002679536,0.0001134328,0.000024948538,0.0002602194,0.00004250529,0.000015841617,0.0029933155],"genre_scores_gemma":[0.99704105,0.00018281498,0.00029096162,0.000049770777,0.000006291388,0.000009831951,0.000007917641,0.000005753614,0.0024055871],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999478,0.00002972811,0.00012106697,0.00015708191,0.00010975898,0.000104385705],"domain_scores_gemma":[0.9994162,0.00032118228,0.000040078485,0.00012449126,0.0000616966,0.00003640436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007160841,0.000078480414,0.00018725258,0.000097413584,0.000014611457,0.0000031036066,0.000035975667,0.00004363284,0.000057301393],"category_scores_gemma":[0.00047726612,0.00005884127,0.000016412803,0.00025098532,0.00009301486,0.00004772929,0.000030067122,0.0001358602,0.0000029245382],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009793113,0.00006805736,0.99508786,0.00020399105,0.000049709317,0.0000037522016,0.0016641131,0.000001085371,0.00006352631,0.000038289618,0.00011802508,0.0026036825],"study_design_scores_gemma":[0.0017045677,0.00040224404,0.9916878,0.0010380452,0.00013720417,0.0000027764463,0.0007230171,0.000047410238,0.0041045104,0.00006149826,0.0000373601,0.000053603],"about_ca_topic_score_codex":0.00051812915,"about_ca_topic_score_gemma":0.00020005759,"teacher_disagreement_score":0.004040984,"about_ca_system_score_codex":0.00001844196,"about_ca_system_score_gemma":0.000059642494,"threshold_uncertainty_score":0.23994774},"labels":[],"label_agreement":null},{"id":"W4414353837","doi":"10.14309/ajg.0000000000003747","title":"Response to Karkra","year":2025,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"","score_opus":0.008395735980381559,"score_gpt":0.29233328559723376,"score_spread":0.2839375496168522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414353837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8309438,0.000027839582,0.0029513265,0.16558325,0.00022784015,0.00008680638,0.0000014556775,0.0000079834535,0.00016964281],"genre_scores_gemma":[0.96242523,0.0000121645,0.0023091603,0.034355503,0.000089462286,0.0000025159418,1.9521585e-7,0.00000854953,0.00079723226],"study_design_codex":"randomized_trial","study_design_gemma":"observational","domain_scores_codex":[0.9987307,0.00040746396,0.00035369015,0.000093062714,0.0001578774,0.00025716794],"domain_scores_gemma":[0.99890214,0.00024137618,0.0002565595,0.00029841682,0.00017022071,0.00013130934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078647095,0.00009439508,0.0004668359,0.00027403736,0.000034504683,0.0000069995003,0.00027976555,0.000013474207,0.00003210453],"category_scores_gemma":[0.00047112757,0.000059082824,0.0001228743,0.00025824577,0.00032000133,0.000024014327,0.00007102789,0.00029429616,0.000022830844],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.5897812,0.00039631486,0.22500332,0.000019417654,0.001043719,0.0005981704,0.0016094638,0.00020659376,0.04699929,0.000070937225,0.09784124,0.036430318],"study_design_scores_gemma":[0.0038983927,0.054978125,0.8943746,0.0002456442,0.00027039225,0.005426319,0.001155673,0.000028299513,0.0008147226,0.00018028912,0.03856181,0.00006570668],"about_ca_topic_score_codex":0.000010941669,"about_ca_topic_score_gemma":0.000008003547,"teacher_disagreement_score":0.6693713,"about_ca_system_score_codex":0.00007595965,"about_ca_system_score_gemma":0.0000955536,"threshold_uncertainty_score":0.24093276},"labels":[],"label_agreement":null},{"id":"W4414428554","doi":"10.21203/rs.3.rs-7468335/v1","title":"Using the Cancer Aging and Research Group- Breast Cancer (CARG-BC) predictive model in older adults (OA) with early breast cancer: an external validation study","year":2025,"lang":"en","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; McMaster University; Princess Margaret Cancer Centre","funders":"","keywords":"Logistic regression; Breast cancer; Confidence interval; Cancer; Odds ratio; Chemotherapy; Retrospective cohort study; Cohort; Odds","score_opus":0.09150360126262094,"score_gpt":0.45411997059629483,"score_spread":0.3626163693336739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414428554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9796435,0.0025211507,0.0008354144,0.0045106024,0.00020899891,0.009150493,0.0028764838,0.00009700144,0.00015635364],"genre_scores_gemma":[0.99109733,0.0020371852,0.0002956639,0.00005156935,0.00095315196,0.0047044023,0.00009058221,0.0001362047,0.00063392316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9884153,0.0022394278,0.0007112901,0.002268635,0.0046349983,0.0017303737],"domain_scores_gemma":[0.9929458,0.00049771025,0.00020796881,0.0017012886,0.0040848143,0.0005624282],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004636563,0.00065294956,0.0008981417,0.0015729809,0.00077018485,0.0005488104,0.0010254635,0.00046294433,0.00017303793],"category_scores_gemma":[0.0001381514,0.00048236494,0.000108265514,0.0018502756,0.0007794038,0.0005758063,0.0021269438,0.006227305,0.0000021992055],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050050854,0.0012958788,0.8953666,0.0029579895,0.00043590262,0.00020933551,0.03193299,0.033202816,0.00023268792,0.000022948227,0.00018725799,0.02915049],"study_design_scores_gemma":[0.004629869,0.00048137634,0.760814,0.026022332,0.00015896944,0.000062773506,0.009903789,0.19730479,0.000094317256,0.00013662019,0.0000040569744,0.0003870956],"about_ca_topic_score_codex":0.34588677,"about_ca_topic_score_gemma":0.059274927,"teacher_disagreement_score":0.28661186,"about_ca_system_score_codex":0.0037359167,"about_ca_system_score_gemma":0.003959483,"threshold_uncertainty_score":0.9997628},"labels":[],"label_agreement":null},{"id":"W4414445327","doi":"10.1101/2025.09.22.25336138","title":"Effectiveness of dyadic interventions in improving outcomes for adults with multiple long-term conditions and/or frailty and their informal carers: A systematic review protocol","year":2025,"lang":"en","type":"review","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"University of Edinburgh","keywords":"Psychological intervention; CINAHL; Protocol (science); MEDLINE; Systematic review; Randomized controlled trial; Selection bias; Quality (philosophy)","score_opus":0.043871700699320004,"score_gpt":0.3861743566368287,"score_spread":0.3423026559375087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414445327","genre_codex":"review","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007382735,0.66722053,0.00034782,0.000018229592,0.000046633857,0.33118272,0.0003891732,0.00004366621,0.000012971696],"genre_scores_gemma":[0.002036776,0.41999716,0.0001721287,0.000033509565,0.0000135834625,0.57715636,0.0003280572,0.00005908875,0.00020331079],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99716955,0.0003865843,0.0015253853,0.00045132317,0.00018067885,0.000286499],"domain_scores_gemma":[0.9954605,0.0027894778,0.0007979942,0.0006005678,0.00023183764,0.00011958706],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009498406,0.0005416117,0.0042284518,0.0004456797,0.00006277612,0.000024096717,0.00019826973,0.00020735896,0.0000099717],"category_scores_gemma":[0.0033686617,0.00029614003,0.0005510219,0.00042789942,0.00015502905,0.00015597015,0.0001303547,0.00035113716,0.0000010933904],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011923781,0.00013729007,0.009453238,0.97156453,0.00043574983,0.000015305952,0.00016563393,3.7604647e-8,4.5968176e-7,0.0000070328174,0.0000033693384,0.018098133],"study_design_scores_gemma":[0.0040799524,0.0007456996,0.0105015095,0.9810542,0.0028566313,0.0001575764,0.00007201512,0.00001228275,0.0000052588543,0.0000016969451,0.00025047854,0.0002627066],"about_ca_topic_score_codex":0.000040014304,"about_ca_topic_score_gemma":0.00041892735,"teacher_disagreement_score":0.24722333,"about_ca_system_score_codex":0.00010829739,"about_ca_system_score_gemma":0.00038651482,"threshold_uncertainty_score":0.9999491},"labels":[],"label_agreement":null},{"id":"W4414501049","doi":"10.1371/journal.pone.0332377","title":"Association of cognitive function with frailty, nutritional status, and quality of life in older adults with mild cognitive impairment","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Cognition; Quality of life (healthcare); Cognitive impairment; Psychological intervention; Cross-sectional study; MEDLINE","score_opus":0.030609833187214188,"score_gpt":0.2749677730420163,"score_spread":0.24435793985480211,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414501049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99628067,0.00036969947,0.00013249269,0.00078979094,0.000011326363,0.0013855621,0.00031302002,0.000020779262,0.00069667096],"genre_scores_gemma":[0.9982473,0.000115028706,0.00042927073,0.0003169091,0.00002422118,0.00011767517,0.00032253686,0.000012018846,0.00041498785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99840325,0.00010753826,0.0004050621,0.00025881475,0.00063176994,0.0001935524],"domain_scores_gemma":[0.99787873,0.000701494,0.000291443,0.00008971793,0.0009542921,0.00008433719],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023714462,0.00013775619,0.00049080397,0.00018882848,0.0000244611,0.0000052152923,0.000022487613,0.00010294671,0.00007430619],"category_scores_gemma":[0.0007141464,0.00011821315,0.000027047206,0.00035358997,0.000110509165,0.000099022516,0.000023517006,0.0002030817,0.0000017008388],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013372498,0.006714592,0.9743214,0.0019162659,0.0014243084,0.0000016375099,0.0014373517,4.6784842e-7,0.00041346913,0.00005063841,0.00008263595,0.00026468368],"study_design_scores_gemma":[0.02564379,0.0017748091,0.94622606,0.015247405,0.00070827757,3.475481e-7,0.0030754446,0.000033608267,0.00712884,0.000052171385,8.3520206e-7,0.00010843361],"about_ca_topic_score_codex":0.00048995053,"about_ca_topic_score_gemma":0.0011047116,"teacher_disagreement_score":0.028095413,"about_ca_system_score_codex":0.0001293952,"about_ca_system_score_gemma":0.0002355325,"threshold_uncertainty_score":0.48205927},"labels":[],"label_agreement":null},{"id":"W4414507637","doi":"10.3138/ptc-2024-0136","title":"Prospective Classification of Functional Dependence: Insights from Machine Learning and the Canadian Longitudinal Study on Aging","year":2025,"lang":"en","type":"article","venue":"Physiotherapy Canada","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Institut du Savoir Montfort; CARE Canada; Bruyère; Montfort Hospital; University of Ottawa","funders":"","keywords":"Logistic regression; Baseline (sea); Longitudinal study; Activities of daily living; Psychological intervention; Set (abstract data type); Test (biology); Regression analysis","score_opus":0.021419258998593975,"score_gpt":0.2986861755234527,"score_spread":0.27726691652485874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414507637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99158573,0.0006586981,0.00007500454,0.0042681987,0.00022656332,0.00070100813,0.000015393305,0.000013989204,0.0024554187],"genre_scores_gemma":[0.99844193,0.00001728793,0.00001611521,0.0005062812,0.00006685239,0.000036109515,0.000020441088,0.000010093217,0.00088488735],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99909586,0.00007314852,0.00014945536,0.00023729545,0.0003293272,0.00011493686],"domain_scores_gemma":[0.9993585,0.00021834119,0.00006485837,0.00017470367,0.00011317341,0.00007044306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000064640335,0.00011145395,0.00020029678,0.000101266756,0.00023567509,0.000017319375,0.00006108356,0.000026234107,0.0000597231],"category_scores_gemma":[0.000052514566,0.00007761046,0.000023529577,0.00023362384,0.000083036335,0.00003200487,0.000009939171,0.00025088008,6.527522e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071012933,0.00012344995,0.9881447,0.00002532589,0.00046906873,0.000014625394,0.001464717,0.000105480554,0.0026436215,0.0023899458,0.00087232306,0.003036588],"study_design_scores_gemma":[0.0031776524,0.00010637181,0.9922844,0.000083094805,0.000039848393,0.0000011855221,0.00073424046,0.0017582637,0.0005064637,0.00051407405,0.0007281696,0.00006623921],"about_ca_topic_score_codex":0.9903207,"about_ca_topic_score_gemma":0.9985544,"teacher_disagreement_score":0.008233765,"about_ca_system_score_codex":0.00051226706,"about_ca_system_score_gemma":0.0012619531,"threshold_uncertainty_score":0.31648627},"labels":[],"label_agreement":null},{"id":"W4414554756","doi":"10.1186/s12875-025-02996-7","title":"The Edmonton frail scale: a feasibility study on assessing frailty among older adults with multimorbidity in Norwegian primary health care","year":2025,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Norwegian; Multimorbidity; Primary care; Dependency (UML); Psychological intervention; Health care; Primary health care; Older people; Quality of life (healthcare)","score_opus":0.022449790423463973,"score_gpt":0.32377068708468104,"score_spread":0.3013208966612171,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414554756","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9755596,0.0030397172,0.00013348168,0.0012370306,0.00047988596,0.006414136,0.00009491651,0.00025490494,0.012786355],"genre_scores_gemma":[0.9945703,0.00004122914,0.0015546678,0.0023719363,0.00015402092,0.00034531267,0.00046125287,0.000075519645,0.00042575566],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950666,0.0006740469,0.00087214244,0.001367396,0.0011216099,0.00089824735],"domain_scores_gemma":[0.9962258,0.00052073755,0.00029533153,0.0020812405,0.00055675575,0.00032017496],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000649395,0.0006219568,0.0010153549,0.00026883723,0.00062399555,0.0001626193,0.000524222,0.00025895957,0.000012833929],"category_scores_gemma":[0.00025302274,0.00044034194,0.00020109491,0.0008872907,0.00034168168,0.00032937367,0.00030728523,0.0012870388,0.000010460691],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013677602,0.0011273989,0.91492957,0.0026746,0.00005601981,0.000071567105,0.0148051325,0.000023612303,0.00001892123,0.0000016392362,0.0019046202,0.06301918],"study_design_scores_gemma":[0.011015233,0.0010123671,0.94372815,0.0031659347,0.000090260604,0.000007347449,0.03996377,0.000024176801,0.00007600193,0.0000027912465,0.0005362678,0.000377694],"about_ca_topic_score_codex":0.001962089,"about_ca_topic_score_gemma":0.033859156,"teacher_disagreement_score":0.06264149,"about_ca_system_score_codex":0.005133561,"about_ca_system_score_gemma":0.0032307121,"threshold_uncertainty_score":0.99980485},"labels":[],"label_agreement":null},{"id":"W4414609961","doi":"10.1186/s12877-025-06412-8","title":"Geriatric cognitive frailty and short-term prognosis following hip fracture surgery","year":2025,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hip fracture; Cognition; Perioperative; Rehabilitation; Geriatrics; Risk stratification; Hip surgery; Cognitive impairment; Geriatric rehabilitation","score_opus":0.0349645364861409,"score_gpt":0.3042453105265365,"score_spread":0.26928077404039563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414609961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859831,0.0048233876,0.0035754666,0.0010568558,0.0011960448,0.0012455295,0.000031403477,0.00027241049,0.0018158361],"genre_scores_gemma":[0.99452025,0.0003635778,0.0019597893,0.00094249024,0.00045701992,0.00012456287,0.00012289517,0.000052032603,0.0014573926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99767965,0.000102591715,0.0005730646,0.000665141,0.00043515192,0.0005444154],"domain_scores_gemma":[0.9975465,0.0015202649,0.00011974334,0.00036662843,0.00020487192,0.00024197032],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00044888604,0.0003775782,0.0007307607,0.00059690396,0.00018346758,0.00010456845,0.00011897995,0.00038124365,0.000080243204],"category_scores_gemma":[0.0018000246,0.00035338878,0.00037407223,0.001252058,0.000071148716,0.00018148561,0.0001420581,0.00042685718,0.000027216387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020364863,0.00021592178,0.96264035,0.00073274877,0.00022635533,0.00013920883,0.00026341993,0.0000015677041,0.00030290356,0.000019053312,0.012683426,0.022571415],"study_design_scores_gemma":[0.0020350942,0.00010678418,0.9873052,0.000523559,0.0013134923,0.000055365384,0.00029994757,0.00010235656,0.0020187949,0.00017898105,0.0055735186,0.0004868913],"about_ca_topic_score_codex":0.00004363289,"about_ca_topic_score_gemma":0.000022434266,"teacher_disagreement_score":0.024664884,"about_ca_system_score_codex":0.00011172126,"about_ca_system_score_gemma":0.0004992076,"threshold_uncertainty_score":0.9998918},"labels":[],"label_agreement":null},{"id":"W4414736702","doi":"10.3899/jrheum.2025-0578","title":"Association of Frailty With Risk of Osteoarthritis Development, Progression, and Worse Clinical Outcomes in Older Adults","year":2025,"lang":"en","type":"article","venue":"The Journal of Rheumatology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Osteoarthritis; Incidence (geometry); Association (psychology); Epidemiology; Disease; Arthropathy; Risk factor; MEDLINE","score_opus":0.010917737349604934,"score_gpt":0.31493695120573784,"score_spread":0.3040192138561329,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414736702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99630696,0.0007380658,0.000104558174,0.0023485804,0.00016327358,0.00024780742,0.0000028524653,0.000004236374,0.00008366199],"genre_scores_gemma":[0.99644846,0.0011308767,0.0021622546,0.000055313034,0.0000028314437,0.0000026471828,0.000001067349,0.0000066695775,0.00018990124],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979924,0.0003554569,0.0011735694,0.00008636943,0.000246619,0.00014558539],"domain_scores_gemma":[0.9967568,0.0013224381,0.0013561512,0.00015159066,0.00036482365,0.000048230773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015339213,0.00009978304,0.0007676701,0.00017971234,0.000028044125,0.0000022665345,0.000114047325,0.00014768183,0.000018345145],"category_scores_gemma":[0.0020634597,0.00005634414,0.000060128314,0.00018591053,0.00017111913,0.000052243297,0.00004828057,0.00043459304,8.6887593e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012299679,0.00023810941,0.956623,0.00012734093,0.00030998338,0.000005897074,0.0016358491,0.0000015626264,0.000006691962,0.000016367212,0.00055184425,0.039253373],"study_design_scores_gemma":[0.00922857,0.0005582272,0.9856572,0.002964178,0.00014698267,0.00030827505,0.0005566912,0.0000100932475,0.00026776383,0.000087746,0.00016805256,0.00004620321],"about_ca_topic_score_codex":0.00007499675,"about_ca_topic_score_gemma":0.0008630887,"teacher_disagreement_score":0.03920717,"about_ca_system_score_codex":0.000037241585,"about_ca_system_score_gemma":0.00026629775,"threshold_uncertainty_score":0.2470303},"labels":[],"label_agreement":null},{"id":"W4414805275","doi":"10.1016/j.tjfa.2025.100088","title":"Frailty assessment utilization around the globe–a systematic review","year":2025,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Aging; National Institutes of Health","keywords":"Healthy aging; MEDLINE; Older people; Frailty Index; Measure (data warehouse); Physical activity","score_opus":0.05920763696902185,"score_gpt":0.3797166702337709,"score_spread":0.32050903326474905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414805275","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08505514,0.43090147,0.106642835,0.33113006,0.003952581,0.008304745,0.00001817991,0.00021648126,0.03377849],"genre_scores_gemma":[0.9632955,0.015320273,0.00082988926,0.015554726,0.00048105186,0.000023562066,0.000006207333,0.00003537302,0.0044534],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99690646,0.000600064,0.0012263834,0.00013549755,0.00085125834,0.00028032094],"domain_scores_gemma":[0.99691176,0.00080638763,0.0008705576,0.0008146585,0.00050481706,0.000091792885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036090405,0.00022834874,0.00083333923,0.00012499641,0.00027261936,0.00007131615,0.00062305643,0.000063295105,0.00008787926],"category_scores_gemma":[0.0012296678,0.00011097707,0.00027018331,0.00063686277,0.00012161024,0.00020387408,0.0001129107,0.0007642024,0.000021024203],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037417395,0.001069419,0.010859995,0.6424494,0.006198095,0.00034648873,0.0066974135,0.00072534976,0.007281843,0.0075127766,0.2816579,0.03482715],"study_design_scores_gemma":[0.0046160724,0.00057879393,0.040693197,0.8986445,0.015415289,0.0039058896,0.004274377,0.0044973213,0.0013460154,0.0039196545,0.021544978,0.00056387787],"about_ca_topic_score_codex":0.00003982634,"about_ca_topic_score_gemma":0.0000150288315,"teacher_disagreement_score":0.87824035,"about_ca_system_score_codex":0.0003209505,"about_ca_system_score_gemma":0.00038522296,"threshold_uncertainty_score":0.45255136},"labels":[],"label_agreement":null},{"id":"W4414830206","doi":"10.2196/73254","title":"Association Between Age and Severity at Disability Onset and All-Cause Mortality: Longitudinal Observational Study From the Health and Retirement Study","year":2025,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Natural Science Foundation of Guangdong Province","keywords":"Association (psychology); Health and Retirement Study; Age of onset; Disease; Retirement age; Epidemiology","score_opus":0.1767548520354705,"score_gpt":0.42194303519617454,"score_spread":0.24518818316070404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414830206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98197937,0.00018512251,0.000006008075,0.015476967,0.000059517457,0.0021441998,0.00008514456,0.00004068062,0.000023012506],"genre_scores_gemma":[0.99861073,0.00002880611,0.000050989125,0.0007734695,0.00007963737,0.000083831044,0.00011972918,0.000007918802,0.00024489404],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982926,0.00029758885,0.00034431685,0.00044058147,0.0004281806,0.00019668325],"domain_scores_gemma":[0.9987573,0.00063020515,0.00012390541,0.0003267112,0.000049304243,0.00011254342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010446558,0.00015007985,0.00032821656,0.000020969583,0.00028425182,0.00006902319,0.00005734154,0.00004123085,0.000012153276],"category_scores_gemma":[0.00028111078,0.00011856054,0.00002085113,0.00012010329,0.000085808075,0.00009558088,0.00027315706,0.0002247888,6.1917893e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044096872,0.00042240895,0.9886221,0.00006948425,0.0010786685,0.000012060345,0.006866437,1.345397e-7,0.0000035902717,0.0000024960134,0.0016269421,0.0012515722],"study_design_scores_gemma":[0.001951059,0.00027233732,0.993326,0.00010025812,0.00053274696,9.414365e-7,0.0033738152,0.000046115023,0.0000019323331,0.0001454279,0.00016110267,0.00008823912],"about_ca_topic_score_codex":0.0030311334,"about_ca_topic_score_gemma":0.0053920853,"teacher_disagreement_score":0.016631378,"about_ca_system_score_codex":0.00050382054,"about_ca_system_score_gemma":0.000055282417,"threshold_uncertainty_score":0.48347586},"labels":[],"label_agreement":null},{"id":"W4414844946","doi":"10.1080/09513590.2025.2565238","title":"Genetic variants of the androgen receptor and frailty in postmenopausal women","year":2025,"lang":"en","type":"article","venue":"Gynecological Endocrinology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Women's Health Research Institute","funders":"European Commission","keywords":"Single-nucleotide polymorphism; Body mass index; Genetic variants; Menopause; Androgen receptor; Testosterone (patch); Androgen; Gene","score_opus":0.016047947293924992,"score_gpt":0.2723602616995103,"score_spread":0.2563123144055853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414844946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98964715,0.00048101455,0.000009389907,0.0044342712,0.0002875749,0.0004850053,0.000011471799,0.000029615125,0.004614511],"genre_scores_gemma":[0.99635184,0.00017770508,0.0005601382,0.0016887017,0.000018573372,0.00008149336,0.0000021262706,0.0000061639416,0.0011132362],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866086,0.00014487037,0.00033026756,0.00030802135,0.00009592588,0.00046006008],"domain_scores_gemma":[0.99911785,0.00040037555,0.00006121783,0.0003098132,0.000043800927,0.000066928544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000083044964,0.00013291743,0.000399922,0.00010385757,0.00003972883,0.0000038755456,0.00017856143,0.00016210433,0.0006483722],"category_scores_gemma":[0.0010986503,0.000086237196,0.000033964432,0.0002777227,0.00036035938,0.000018132818,0.0002908117,0.0002983644,0.000016757496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043232425,0.0007397562,0.90907127,0.0001412207,0.00017022736,0.00021259034,0.00041794288,0.000011434636,0.022331247,0.0067078653,0.0016765677,0.05808754],"study_design_scores_gemma":[0.0028754643,0.0007564751,0.98577297,0.00002884827,0.000023419314,0.0001024141,0.00011898575,0.000026109914,0.0013080392,0.002599617,0.0063149347,0.000072711824],"about_ca_topic_score_codex":0.000045995785,"about_ca_topic_score_gemma":0.000047789636,"teacher_disagreement_score":0.0767017,"about_ca_system_score_codex":0.00011901738,"about_ca_system_score_gemma":0.000109423905,"threshold_uncertainty_score":0.7099221},"labels":[],"label_agreement":null},{"id":"W4414853487","doi":"10.1186/s12889-025-24661-5","title":"A survey on the trajectory of frailty in the middle-aged and elderly population in the Chengdu community: a retrospective observational study","year":2025,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Chengdu Science and Technology Bureau; Dalhousie University","keywords":"Biostatistics; Observational study; Epidemiology; Public health; Retrospective cohort study; Population; Geriatrics; Alcohol consumption","score_opus":0.3337294613718644,"score_gpt":0.39234667005772356,"score_spread":0.05861720868585918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414853487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.969799,0.00011089276,0.00002441046,0.027340993,0.0000564989,0.0021832502,0.0000344779,0.000014553265,0.00043591662],"genre_scores_gemma":[0.9947728,0.0000095353,0.000035274807,0.0048826546,0.000025258516,0.000088688794,0.00011282006,0.000007886831,0.00006510903],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9917109,0.0068020504,0.0005220504,0.00018509562,0.00052665605,0.00025324977],"domain_scores_gemma":[0.9949291,0.0040858295,0.00015401535,0.0006845411,0.00010704681,0.000039471994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014503548,0.00012724583,0.00031124515,0.00019797577,0.00025143198,0.00004207255,0.00033786375,0.00006577767,0.0000099873505],"category_scores_gemma":[0.0044187633,0.000067788955,0.000034180746,0.0012012012,0.000090576235,0.00008451445,0.000041848252,0.0010144876,5.9954004e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069508045,0.0010314167,0.96269536,0.000081754915,0.000017383438,7.195354e-7,0.032925256,0.0000031196398,0.0000010374423,0.0012297676,0.0010025227,0.00094212685],"study_design_scores_gemma":[0.0017169104,0.000747768,0.9745381,0.00013379022,0.000005902496,0.0000017231781,0.022121988,0.00015697579,3.1552733e-7,0.000462707,0.000067804096,0.00004604948],"about_ca_topic_score_codex":0.039943423,"about_ca_topic_score_gemma":0.17490987,"teacher_disagreement_score":0.13496645,"about_ca_system_score_codex":0.00030284273,"about_ca_system_score_gemma":0.0006735371,"threshold_uncertainty_score":0.9664497},"labels":[],"label_agreement":null},{"id":"W4414889730","doi":"10.1016/j.clml.2025.09.007","title":"Changes in Frailty Categorization Over One Year among Real-World Patients With Multiple Myeloma: A Prospective Cohort Study (MFRAIL)","year":2025,"lang":"en","type":"article","venue":"Clinical Lymphoma Myeloma & Leukemia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Western University; McMaster University; Population Health Research Institute","funders":"Johnson and Johnson; Hamilton Health Sciences","keywords":"Prospective cohort study; Categorization; Categorical variable; Cohort study; Frailty syndrome; Cohort","score_opus":0.01932500318865773,"score_gpt":0.3084291798198389,"score_spread":0.2891041766311812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414889730","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98505753,0.00002218545,0.000071233284,0.0003039613,0.0005489882,0.0054706135,0.00003727591,0.00029620147,0.008192007],"genre_scores_gemma":[0.9922893,0.000040532243,0.0005525268,0.00050721416,0.00032521843,0.00063373626,0.0002710755,0.00010475265,0.0052756188],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99510694,0.00033534717,0.0013724407,0.0014807108,0.0009623714,0.0007422093],"domain_scores_gemma":[0.9965699,0.00085890014,0.00043372717,0.0012399293,0.0005492825,0.00034829002],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008156398,0.0005700639,0.0014051019,0.00055873056,0.00016112014,0.000071318595,0.00037039115,0.00043800016,0.00014311163],"category_scores_gemma":[0.0017348037,0.00050520845,0.00017278413,0.0018631004,0.0004899119,0.0002734119,0.00028849702,0.00061517255,0.00009637886],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019776423,0.0028292786,0.9515354,0.000094808805,0.0004712739,0.000094736126,0.00041696496,0.000007983048,0.0000148826175,0.00020044565,0.0009953809,0.041361187],"study_design_scores_gemma":[0.024206739,0.0015630128,0.9713822,0.00059912604,0.00037584917,0.0000012497046,0.00021137802,0.00037480553,0.00014741062,0.00018689051,0.00046482222,0.0004864867],"about_ca_topic_score_codex":0.0032984233,"about_ca_topic_score_gemma":0.033678364,"teacher_disagreement_score":0.0408747,"about_ca_system_score_codex":0.002763778,"about_ca_system_score_gemma":0.0010043029,"threshold_uncertainty_score":0.99973994},"labels":[],"label_agreement":null},{"id":"W4414931528","doi":"10.7759/cureus.94099","title":"Impact of Comorbidity Burden on Clinical Outcomes in Older Adults With Metastatic Colorectal Cancer: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"Cureus","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Comorbidity; Hazard ratio; Confidence interval; Colorectal cancer; Proportional hazards model; Adverse effect; Quality of life (healthcare); MEDLINE; Charlson comorbidity index","score_opus":0.11753811419012551,"score_gpt":0.46692049048602513,"score_spread":0.34938237629589963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414931528","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016854137,0.98968416,0.000003999265,0.00021479445,0.00004824453,0.00892643,0.00083951623,0.000025340774,0.00008898631],"genre_scores_gemma":[0.000946526,0.99628514,0.00012825603,0.00013356503,0.000017821974,0.0016013053,0.00018888313,0.000044899105,0.00065357966],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99436027,0.0012335739,0.0027151266,0.0007942599,0.0005673243,0.00032944855],"domain_scores_gemma":[0.99418396,0.0026372438,0.0015493466,0.0011895252,0.00022140097,0.00021851066],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.0012291041,0.0008120854,0.024800107,0.0004547862,0.00002241943,0.000016831615,0.00034218095,0.00024460553,0.000448097],"category_scores_gemma":[0.0020654073,0.00040146007,0.0050870846,0.0014292299,0.00014730888,0.000051628416,0.000099089426,0.000715128,0.000009723283],"study_design_candidate":"meta_analysis","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029033214,0.00029307383,0.0005917968,0.71024466,0.2867664,0.000061963314,0.00006807148,0.0000016670892,8.096222e-10,0.0000029215148,0.00026625066,0.0016741506],"study_design_scores_gemma":[0.0008056497,0.0006117753,0.00091673026,0.24406233,0.75310445,0.0000360405,0.000015294421,0.000006957215,1.8172276e-8,8.91712e-7,0.00019122782,0.00024862454],"about_ca_topic_score_codex":0.0016894967,"about_ca_topic_score_gemma":0.0017568899,"teacher_disagreement_score":0.46633807,"about_ca_system_score_codex":0.00034232243,"about_ca_system_score_gemma":0.0008185772,"threshold_uncertainty_score":0.9998437},"labels":[],"label_agreement":null},{"id":"W4415055806","doi":"10.1002/agm2.70050","title":"Detection of Frailty in Primary Care","year":2025,"lang":"en","type":"article","venue":"Aging Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Life expectancy; Activities of daily living; Confusion; Population; Poverty; Frailty syndrome; Balance (ability); Population ageing; Primary care","score_opus":0.015111359930392828,"score_gpt":0.2915585723269464,"score_spread":0.27644721239655357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415055806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91680306,0.005241937,0.0014294413,0.0071656406,0.00067950663,0.00044012867,0.0000018823338,0.000094343384,0.06814403],"genre_scores_gemma":[0.9967644,0.000076743134,0.0002401519,0.0012825476,0.00010926105,0.000010771477,0.000025467925,0.000009635616,0.0014810124],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99911153,0.000025771624,0.00030790325,0.00018497062,0.00021725617,0.00015255547],"domain_scores_gemma":[0.9993994,0.00010494386,0.000053295513,0.00028963,0.0001079133,0.000044795634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016546177,0.00009864268,0.00033043762,0.00034328512,0.000019001443,0.0000011512782,0.0000676103,0.00006715287,0.00003452717],"category_scores_gemma":[0.00027625426,0.00008174168,0.000032395015,0.0005168422,0.00011522593,0.000034421402,0.000032374803,0.0002219285,0.0000043384357],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002333285,0.000118109994,0.22396512,0.0038215362,0.00008506719,0.00010226348,0.006590265,0.000016288552,0.26085296,0.00012928218,0.0022394082,0.5018464],"study_design_scores_gemma":[0.0063674576,0.000361421,0.92172045,0.006327067,0.00013661786,0.00002590102,0.0018504522,0.00012179934,0.0525767,0.0002131043,0.010190175,0.000108851535],"about_ca_topic_score_codex":0.0005769703,"about_ca_topic_score_gemma":0.000169835,"teacher_disagreement_score":0.69775534,"about_ca_system_score_codex":0.00020099145,"about_ca_system_score_gemma":0.000092965405,"threshold_uncertainty_score":0.3333329},"labels":[],"label_agreement":null},{"id":"W4415085679","doi":"10.1016/j.jgo.2025.102735","title":"Geriatric assessment in daily oncology practice for nurses and allied health professionals: An updated overview from SIOG Nursing, Allied Health and Scientists Interest Group","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Saskatchewan; University of Calgary; University of British Columbia","funders":"","keywords":"Geriatric oncology; Psychological intervention; Health care; Geriatrics; Health professionals; MEDLINE; Gerontological nursing","score_opus":0.05268478272535111,"score_gpt":0.4820008049899476,"score_spread":0.4293160222645965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415085679","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69398177,0.040924206,0.0019052251,0.24808683,0.00953712,0.004098329,0.00009702392,0.00005328874,0.0013161931],"genre_scores_gemma":[0.735839,0.027161721,0.189599,0.04262802,0.0020003156,0.00017131705,0.0006662023,0.00012730452,0.0018070987],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948627,0.001568683,0.0019420789,0.00061423244,0.00037237315,0.0006399811],"domain_scores_gemma":[0.9945484,0.0017283079,0.0022585352,0.0003243846,0.00046365408,0.0006767334],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0035403667,0.00032159296,0.0017131208,0.0010696334,0.00022303469,0.00006122841,0.0002717581,0.00036929158,0.00007467665],"category_scores_gemma":[0.00094129913,0.00027420293,0.000108764274,0.0008471125,0.00021579771,0.0004729548,0.000116715055,0.000981236,0.0000018281863],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011095418,0.016543338,0.008688144,0.0012687331,0.00068940356,0.0004473254,0.00710782,0.00000947449,0.0014373028,0.0038489422,0.3191681,0.629696],"study_design_scores_gemma":[0.03765806,0.039612412,0.20235093,0.0023969267,0.00076123717,0.002021504,0.011733571,0.0008160459,0.000023006927,0.003835532,0.6982972,0.0004935648],"about_ca_topic_score_codex":0.00037861484,"about_ca_topic_score_gemma":0.00094589835,"teacher_disagreement_score":0.6292024,"about_ca_system_score_codex":0.0026534686,"about_ca_system_score_gemma":0.0082321605,"threshold_uncertainty_score":0.99997103},"labels":[],"label_agreement":null},{"id":"W4415135684","doi":"10.1007/s40266-025-01254-w","title":"Frailty-Informed Pain Management: A Clinical Imperative Beyond Chronological Age","year":2025,"lang":"en","type":"article","venue":"Drugs & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Universidade da Coruña","keywords":"Observational study; Proxy (statistics); SAFER; Pain management; MEDLINE; Pharmacotherapy; Clinical Practice","score_opus":0.026503030399616073,"score_gpt":0.3640064878912575,"score_spread":0.33750345749164146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415135684","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46429345,0.0007446414,0.0061260816,0.021916294,0.0010688781,0.0016817712,0.000012362586,0.0006970788,0.50345945],"genre_scores_gemma":[0.95761216,0.00018153443,0.004774666,0.014205207,0.00024979754,0.00007788922,0.00008502406,0.000022128103,0.022791607],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99792033,0.00017402526,0.00062579213,0.0004946618,0.00028556766,0.0004996481],"domain_scores_gemma":[0.9985119,0.0006570131,0.00008607704,0.0005182521,0.00006631181,0.00016041401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010470315,0.00024620764,0.0004892789,0.00021343987,0.00014587838,0.000058624682,0.00023318492,0.00017395066,0.0002763916],"category_scores_gemma":[0.0006289399,0.00020807263,0.0002088963,0.0004085044,0.00023933915,0.00011980947,0.00025002213,0.0005852819,0.00019427134],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024297104,0.00048037208,0.026870994,0.0006869689,0.000894986,0.0011957765,0.0068584178,0.000010556971,0.0002511639,0.013456011,0.13187946,0.81717235],"study_design_scores_gemma":[0.016795643,0.0008081636,0.33906654,0.0026618312,0.00069821876,0.00004321431,0.0077803815,0.0041767852,0.00097392965,0.0070404005,0.6189166,0.0010383319],"about_ca_topic_score_codex":0.000037342226,"about_ca_topic_score_gemma":0.00003811559,"teacher_disagreement_score":0.816134,"about_ca_system_score_codex":0.0001988529,"about_ca_system_score_gemma":0.00012943482,"threshold_uncertainty_score":0.84849554},"labels":[],"label_agreement":null},{"id":"W4415279526","doi":"10.1093/ageing/afaf254.013","title":"Validation of patient’s ability to ‘self-frailty score’ using a modified Rockwood frailty score","year":2025,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Perioperative; Correlation; Emergency department; Outpatient clinic; Frailty Index; Scoring system; Severity of illness","score_opus":0.04477160062880502,"score_gpt":0.3023680882983511,"score_spread":0.25759648766954607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415279526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9938514,0.00014113575,0.0026439936,0.00041173364,0.00016834811,0.00066329795,0.000010870909,0.0000852329,0.0020239851],"genre_scores_gemma":[0.99580115,0.000011434761,0.0033770115,0.0005017876,0.00005380948,0.000014874786,0.000022455602,0.000015770775,0.00020169179],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9986291,0.000056376186,0.00042258826,0.00038635975,0.0002502391,0.00025532176],"domain_scores_gemma":[0.9990969,0.00010890615,0.0001043639,0.000427415,0.00013628177,0.00012616883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016355627,0.00017910026,0.00036121334,0.00017282527,0.00011815398,0.000033509692,0.000089619374,0.00011134037,0.000027822423],"category_scores_gemma":[0.00043455925,0.00016687532,0.00008057964,0.00041073238,0.00004953516,0.00014388892,0.00014584852,0.0001824625,0.000003475561],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007201111,0.0014226371,0.10694718,0.004525246,0.00052694394,0.0024090933,0.019444404,0.0027702106,0.53740406,0.0009634616,0.0020272494,0.32083938],"study_design_scores_gemma":[0.007417467,0.0012820149,0.66457784,0.0070686666,0.001003339,0.000060080813,0.0017274198,0.009409294,0.29860276,0.004944337,0.0028677166,0.0010390846],"about_ca_topic_score_codex":0.00053029734,"about_ca_topic_score_gemma":0.000049647188,"teacher_disagreement_score":0.55763066,"about_ca_system_score_codex":0.0000753074,"about_ca_system_score_gemma":0.00009521309,"threshold_uncertainty_score":0.6804978},"labels":[],"label_agreement":null},{"id":"W4415280859","doi":"10.63332/joph.v5i10.3547","title":"Experiences of Older People Living with Frailty Transitioning from Hospital to Home — A Qualitative Descriptive Study","year":2025,"lang":"","type":"article","venue":"Journal of Posthumanism","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; University Health Network; York University","funders":"","keywords":"Health care; Focus group; Qualitative research; Equity (law); Older people; Transitional care; Descriptive research; Resource (disambiguation)","score_opus":0.020408372413083926,"score_gpt":0.32118210095751654,"score_spread":0.30077372854443263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415280859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97749156,0.0014938733,0.015818568,0.0015096088,0.0017138751,0.0014371632,0.000049010876,0.000017802293,0.00046852286],"genre_scores_gemma":[0.99521476,0.000035518486,0.0032653247,0.0002554625,0.0003690676,0.000046419333,0.0000028147263,0.000054388358,0.00075623574],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99465054,0.0008083671,0.0019556421,0.0005591963,0.001463414,0.0005628186],"domain_scores_gemma":[0.99461544,0.0013935299,0.0013377304,0.0004819623,0.001794302,0.0003770352],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013584412,0.0005649976,0.0016980541,0.00076577306,0.00031554923,0.00014780968,0.00061840424,0.00017591842,0.0012921895],"category_scores_gemma":[0.0007293695,0.0004580087,0.0003694744,0.00084868184,0.0003528041,0.0007595004,0.00013084152,0.0009365571,0.000013896922],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084524957,0.0035514815,0.006330821,0.00013989299,0.0020027978,0.00022327386,0.9832894,0.000050414365,0.002294771,0.0001211548,0.00043303598,0.0007177159],"study_design_scores_gemma":[0.004634566,0.016410401,0.2020066,0.008813805,0.0009884813,0.00003655106,0.76480734,0.00002034039,0.0017394309,0.0001800553,0.000012077022,0.00035036114],"about_ca_topic_score_codex":0.0007205493,"about_ca_topic_score_gemma":0.00055852684,"teacher_disagreement_score":0.21848206,"about_ca_system_score_codex":0.00045048245,"about_ca_system_score_gemma":0.00086694903,"threshold_uncertainty_score":0.99978715},"labels":[],"label_agreement":null},{"id":"W4415356604","doi":"10.1016/j.jamda.2025.105945","title":"Exercise Interventions Improve Frailty in Patients Living in Long-Term Care: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"review","venue":"Journal of the American Medical Directors Association","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton; Université de Sherbrooke; Vitalité Health Network; University of Alberta; Saint John Regional Hospital; University of New Brunswick; Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Psychological intervention; MEDLINE; Activities of daily living; Physical activity; Exercise therapy","score_opus":0.027013562237273435,"score_gpt":0.3679577841831944,"score_spread":0.340944221945921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415356604","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035998083,0.99654275,0.000009060217,0.000641948,0.00020991875,0.0021661215,0.000042167976,0.000008058589,0.000019998659],"genre_scores_gemma":[0.0012127789,0.99745196,0.000028343748,0.00041246353,0.000036054258,0.00014287484,0.000024181729,0.000024065515,0.00066726474],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9929133,0.001954235,0.0030256053,0.00029460632,0.0015344935,0.00027775622],"domain_scores_gemma":[0.99068594,0.0018661015,0.0063703824,0.00045353617,0.0004149205,0.00020912151],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0030272515,0.0003766823,0.010359273,0.0009126197,0.0000370152,0.00003371029,0.0004719201,0.00022112277,0.00010055512],"category_scores_gemma":[0.02612524,0.00021209444,0.0047776964,0.0027785324,0.000072406154,0.000091059796,0.00019283201,0.0012659928,0.0000022341337],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054957086,0.00036862682,0.026750708,0.873521,0.04889485,0.000019136145,0.0001813514,1.5961152e-7,9.1393355e-9,2.5655615e-7,0.00033484126,0.049923588],"study_design_scores_gemma":[0.00021383267,0.00007516861,0.040700823,0.4295003,0.52928287,0.000004230761,0.000014512889,9.843432e-7,3.6097955e-8,6.627415e-7,0.00008807079,0.00011851455],"about_ca_topic_score_codex":0.00024675578,"about_ca_topic_score_gemma":0.00044062588,"teacher_disagreement_score":0.48038802,"about_ca_system_score_codex":0.0020951775,"about_ca_system_score_gemma":0.0005350407,"threshold_uncertainty_score":0.98207814},"labels":[],"label_agreement":null},{"id":"W4415362593","doi":"10.1101/2025.10.17.25338219","title":"The impact of the number and the size of clusters on prediction performance of the stratified and the conditional shared gamma frailty Cox proportional hazards models","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Proportional hazards model; Covariate; Regression; Regression analysis; Cluster analysis; Calibration; Cluster (spacecraft)","score_opus":0.020670849549078163,"score_gpt":0.2888511302805701,"score_spread":0.2681802807314919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415362593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852754,0.00018602333,0.000053662443,0.007653548,0.0003585361,0.0024234971,0.0012205885,0.000013556555,0.0028152275],"genre_scores_gemma":[0.99766725,0.00025108788,0.000028678356,0.00016435175,0.000099218465,0.00017642483,0.000051404375,0.000015345131,0.0015462406],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997305,0.00044051142,0.00076881493,0.00031850603,0.00097574235,0.00019142842],"domain_scores_gemma":[0.99623895,0.0014771016,0.00078965933,0.0010241779,0.00042426775,0.000045818757],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0014272662,0.00028617497,0.000532061,0.000029490282,0.0002869202,0.0000311874,0.00052105606,0.00020414898,0.00007732228],"category_scores_gemma":[0.0008501726,0.00009799139,0.00037253398,0.00014351377,0.0027180284,0.00006523067,0.0004395859,0.0008718037,4.5931787e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.033616997,0.0010378434,0.75331694,0.004968322,0.007095887,0.00000398746,0.021739522,0.12030444,0.0021857857,0.029090937,0.022135867,0.0045034764],"study_design_scores_gemma":[0.005511008,0.000120064295,0.86645794,0.0012465323,0.00037112713,0.000037507354,0.0002101236,0.11617326,0.001237078,0.008493178,0.00003923131,0.000102946884],"about_ca_topic_score_codex":0.00024253718,"about_ca_topic_score_gemma":0.000050391183,"teacher_disagreement_score":0.113141015,"about_ca_system_score_codex":0.00007479414,"about_ca_system_score_gemma":0.0007749665,"threshold_uncertainty_score":0.999996},"labels":[],"label_agreement":null},{"id":"W4415395806","doi":"10.1200/jco-25-00248","title":"Cost-Utility of Geriatric Assessment and Management in Older Adults With Cancer: Model-Based Economic Evaluation","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Economic evaluation; Selection (genetic algorithm); Clinical trial; Cost–benefit analysis; MEDLINE; Quality-adjusted life year; Cost effectiveness","score_opus":0.11018379754136605,"score_gpt":0.5136461161663273,"score_spread":0.40346231862496124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415395806","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9823737,0.00043852342,0.0029286456,0.00871792,0.0005234294,0.001063065,0.000005059852,0.0000034324112,0.003946213],"genre_scores_gemma":[0.9881576,0.0010248375,0.009827081,0.0007932445,0.00008058824,0.00003828437,0.0000026942168,0.000005984797,0.00006972776],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997383,0.00030926755,0.0017171354,0.00019520978,0.0002619468,0.00013341763],"domain_scores_gemma":[0.99760246,0.00077008404,0.0010038288,0.00017849937,0.00033022702,0.0001148916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003773774,0.00009779105,0.00091883406,0.00023292078,0.000012753233,0.0000036981828,0.00009196086,0.00017154966,0.0001121933],"category_scores_gemma":[0.00026653786,0.000072769115,0.00011152282,0.00012014152,0.00012594827,0.00006367338,0.000034303575,0.0004368659,5.4246794e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006478137,0.0014948556,0.34955266,0.0003330137,0.00030730185,0.000046915557,0.00006920338,0.009708168,0.0000035196301,0.00006652307,0.002296837,0.6296429],"study_design_scores_gemma":[0.023808394,0.0016153333,0.72678345,0.00048723558,0.0005146182,0.000006558714,0.00008348878,0.24592009,0.000015678701,0.000168366,0.0005521201,0.00004463736],"about_ca_topic_score_codex":0.000068726855,"about_ca_topic_score_gemma":0.0005430038,"teacher_disagreement_score":0.62959826,"about_ca_system_score_codex":0.0005206601,"about_ca_system_score_gemma":0.0035558378,"threshold_uncertainty_score":0.63079035},"labels":[],"label_agreement":null},{"id":"W4415400697","doi":"10.1186/s42466-025-00439-3","title":"Fazekas score predicts cognitive decline &amp; frailty in older adults: insights from the SAGE-AF cohort study","year":2025,"lang":"en","type":"article","venue":"Neurological Research and Practice","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Cognitive decline; Cognition; Cohort study; Cohort; Biomarker; Healthy aging","score_opus":0.10725359665871155,"score_gpt":0.4258995437468361,"score_spread":0.31864594708812455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415400697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9511686,0.0019135461,0.00007249067,0.032755915,0.00012436393,0.003756401,0.00003623516,0.0000653642,0.01010711],"genre_scores_gemma":[0.9861988,0.00132345,0.00011784953,0.0107813,0.00017847866,0.00032442337,0.00006904354,0.000017055485,0.0009896413],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9937486,0.002917498,0.00045747196,0.0009548412,0.001325396,0.00059617014],"domain_scores_gemma":[0.9612904,0.037002545,0.00008828113,0.00061598135,0.000706042,0.00029673023],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0024240082,0.00024367656,0.0004296253,0.00018614049,0.00030792574,0.000138978,0.00035205454,0.00025702163,0.00026879113],"category_scores_gemma":[0.08702867,0.00014699156,0.000047739748,0.0010534817,0.00060999696,0.0002929114,0.00072923524,0.002978063,0.00010449502],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01789581,0.003968081,0.94944996,0.00004093676,0.00017333995,0.0014585822,0.001939955,9.507847e-7,0.00008077408,0.000078050034,0.0035139641,0.021399569],"study_design_scores_gemma":[0.0062451027,0.0031426083,0.96945685,0.00032016836,0.00011210288,0.000044004646,0.0015176708,0.00010882075,0.000022694103,0.0013399876,0.017579233,0.000110737805],"about_ca_topic_score_codex":0.0015935467,"about_ca_topic_score_gemma":0.0026574398,"teacher_disagreement_score":0.08460466,"about_ca_system_score_codex":0.000038861912,"about_ca_system_score_gemma":0.00022607992,"threshold_uncertainty_score":0.9993221},"labels":[],"label_agreement":null},{"id":"W4415425850","doi":"10.1093/ndt/gfaf116.0481","title":"#2711 Geriatric assessment use to frailty prediction in older CKD patients","year":2025,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Kidney disease; Nephrology; Frailty Index; Demographics; Frailty syndrome; Activities of daily living; Multidisciplinary approach","score_opus":0.012142003952075037,"score_gpt":0.2862292781334297,"score_spread":0.27408727418135465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415425850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98207384,0.00001655748,0.0130152255,0.0019622436,0.00048482636,0.0010697811,0.00009268125,0.00011054266,0.0011742818],"genre_scores_gemma":[0.9918026,0.00012236522,0.002106001,0.003550395,0.00007629518,0.00021827203,0.001273355,0.000017579468,0.00083314755],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981964,0.00016794208,0.00055092573,0.0004823349,0.0002885588,0.0003137936],"domain_scores_gemma":[0.99914145,0.00021362599,0.00007748937,0.00031057236,0.0001565591,0.00010028664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019810202,0.00020080098,0.0003918235,0.00090348686,0.000067595334,0.000024692745,0.00009204586,0.00026663073,0.00012652217],"category_scores_gemma":[0.00007655155,0.00020304795,0.00010649444,0.0010349122,0.000038817292,0.00019089277,0.0000138714595,0.0002650033,0.000041212337],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007595244,0.00065630494,0.9760323,0.00015038351,0.00017990428,0.00002873671,0.0011719259,0.0008198059,0.004219529,0.00009610688,0.0032429341,0.012642546],"study_design_scores_gemma":[0.005665354,0.00026310314,0.98993003,0.00009039578,0.00063491263,0.000004416741,0.000022217177,0.0007542924,0.0005746399,0.00006105075,0.001878034,0.0001215536],"about_ca_topic_score_codex":0.0003398313,"about_ca_topic_score_gemma":0.0010834914,"teacher_disagreement_score":0.013897732,"about_ca_system_score_codex":0.00023116134,"about_ca_system_score_gemma":0.000116818694,"threshold_uncertainty_score":0.8280055},"labels":[],"label_agreement":null},{"id":"W4415464801","doi":"10.1136/bmjopen-2024-094986","title":"Prehabilitation of frail elderly PAtients undergoing majoR surgEry at HOME (PREPARE-HOME): a superiority parallel-group randomised controlled trial protocol evaluating smart wearable enhanced prehabilitation versus usual care","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Medical Research Council; Medical Research Council; Singapore General Hospital; Duke-NUS Medical School","keywords":"Prehabilitation; Randomized controlled trial; Protocol (science); Rehabilitation; Clinical trial; MEDLINE; Wearable computer; Health care","score_opus":0.04432177033763053,"score_gpt":0.3980024113601818,"score_spread":0.35368064102255126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415464801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6232456,0.000022455568,0.00017598255,0.00018312286,0.00064759766,0.3740108,0.000019049181,0.0000623555,0.0016330224],"genre_scores_gemma":[0.5875045,0.0000012317996,0.004161681,0.0000338825,0.00007421109,0.40734154,0.00015221903,0.000036578716,0.0006941292],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99374104,0.0015910126,0.0021372687,0.0008810307,0.0011308161,0.0005188093],"domain_scores_gemma":[0.9878474,0.009003852,0.0008221776,0.00095794775,0.0012071254,0.0001615374],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033633444,0.00042996675,0.0018954297,0.00029354735,0.00028614578,0.00011937807,0.0003563828,0.0002785969,0.00030502718],"category_scores_gemma":[0.017994609,0.00039307598,0.0005496373,0.0005248762,0.00016300057,0.0006197354,0.00033580634,0.00022353356,0.00001728139],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.9493448,0.00082283246,0.030897206,0.0034128905,0.00043739838,0.0000017530435,0.004842662,0.00016765836,0.0017229755,0.0000148049985,0.0005907634,0.00774423],"study_design_scores_gemma":[0.9443302,0.009750254,0.038026623,0.0029522239,0.00040121135,5.8174976e-7,0.00232478,0.0006552353,0.000865296,0.00020327362,0.00008550736,0.00040478547],"about_ca_topic_score_codex":0.00028583274,"about_ca_topic_score_gemma":0.0011044792,"teacher_disagreement_score":0.03574109,"about_ca_system_score_codex":0.00095701625,"about_ca_system_score_gemma":0.0018155937,"threshold_uncertainty_score":0.9998521},"labels":[],"label_agreement":null},{"id":"W4415487559","doi":"10.1055/s-0045-1812391","title":"Preventing hospital-associated disability in older adults: a living systematic review","year":2025,"lang":"en","type":"article","venue":"physioscience","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Physiotherapy Association","funders":"","keywords":"Activities of daily living; Balance (ability); Older people; Population; Systematic review; MEDLINE; Randomized controlled trial","score_opus":0.007354234695444741,"score_gpt":0.28725204792716824,"score_spread":0.2798978132317235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415487559","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9819596,0.008346145,0.00008569358,0.0032616165,0.00033188966,0.0045585213,0.000004458629,0.00015527057,0.0012968392],"genre_scores_gemma":[0.9975016,0.00030371457,0.000104616316,0.0009845658,0.000011825604,0.000226062,0.0000025182094,0.000007968494,0.0008571128],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99809563,0.000146802,0.000555553,0.00046601647,0.00038930567,0.00034666675],"domain_scores_gemma":[0.9986874,0.00038735106,0.0001709212,0.00057555863,0.000110124296,0.00006866363],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00085916434,0.00015545965,0.00061373826,0.000054769327,0.00007456148,0.000024485988,0.0002835169,0.000040983763,0.000029025154],"category_scores_gemma":[0.009697609,0.00012690878,0.000116143725,0.0013925888,0.00014670438,0.00021307252,0.0001546916,0.00018685339,0.00002374297],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000076158885,0.0028192303,0.09576165,0.89606524,0.000038805887,0.000012310232,0.0022564437,0.000002965112,0.0009439082,0.000089338784,0.00092852593,0.0010739964],"study_design_scores_gemma":[0.00032163493,0.000045002045,0.37240553,0.6254881,0.00008996881,0.0000012661935,0.00023790754,0.0011483752,0.000086010004,0.000060672508,0.0000014822762,0.00011404517],"about_ca_topic_score_codex":0.00013089679,"about_ca_topic_score_gemma":0.0000541738,"teacher_disagreement_score":0.27664387,"about_ca_system_score_codex":0.00029694414,"about_ca_system_score_gemma":0.000092552196,"threshold_uncertainty_score":0.9986441},"labels":[],"label_agreement":null},{"id":"W4415501498","doi":"10.1007/s40520-025-03178-2","title":"In a prospective population-based study, the degree of mobility impairment during hospitalisation is associated with higher degrees of frailty","year":2025,"lang":"en","type":"article","venue":"Aging Clinical and Experimental Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Wellcome Trust","keywords":"Degree (music); Prospective cohort study; Geriatrics; MEDLINE; Activities of daily living","score_opus":0.14864019324019673,"score_gpt":0.4681846214217967,"score_spread":0.31954442818159995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415501498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99681205,0.00018754056,0.0000014482088,0.001352425,0.00003901469,0.0013091093,0.000005328087,0.000010483052,0.00028262282],"genre_scores_gemma":[0.999303,0.0000037553373,0.000060897204,0.00005181844,0.000016495362,0.000106058236,0.0000048411225,0.000007359192,0.00044582007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981365,0.00031179597,0.00049500435,0.0003049585,0.00055785873,0.00019384518],"domain_scores_gemma":[0.9985328,0.00085597736,0.00008264414,0.00027576822,0.0002003745,0.00005248797],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014610684,0.00009405985,0.00031055306,0.000114032824,0.000087316395,0.000011343552,0.000097301934,0.00006335558,0.000046856974],"category_scores_gemma":[0.0005565589,0.00005967385,0.00005365227,0.00045005593,0.00033147773,0.000062128456,0.0001132842,0.00033314392,5.500303e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076397875,0.0027309272,0.993827,0.000054554574,0.000111711284,0.000006859711,0.0017815805,0.000010901502,0.00044197153,0.000036087455,0.000045071753,0.00018936011],"study_design_scores_gemma":[0.0047999294,0.0015951935,0.978267,0.0003956405,0.00001895332,2.6046456e-7,0.0022127533,0.00030759958,0.012254212,0.00009707722,0.0000014460957,0.00004989716],"about_ca_topic_score_codex":0.003157353,"about_ca_topic_score_gemma":0.00032466292,"teacher_disagreement_score":0.015559958,"about_ca_system_score_codex":0.00018526513,"about_ca_system_score_gemma":0.00010731145,"threshold_uncertainty_score":0.47729945},"labels":[],"label_agreement":null},{"id":"W4415544310","doi":"10.1093/ageing/afaf309","title":"Does predicting who will fall tomorrow tell you who is frail today?","year":2025,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Perspective (graphical); Complement (music); Weighting; Test (biology); Population; MEDLINE","score_opus":0.009324841468454546,"score_gpt":0.2536754985158076,"score_spread":0.24435065704735306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415544310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9509348,0.0011639298,0.00040765567,0.008334604,0.00039935598,0.00032290365,0.000013668272,0.00016832027,0.038254756],"genre_scores_gemma":[0.90483415,0.0003430592,0.00045242917,0.0047865054,0.0003446457,0.000011369918,0.000012039405,0.00002308451,0.0891927],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987545,0.000026995862,0.00027716171,0.00039295267,0.0002064573,0.0003419031],"domain_scores_gemma":[0.9992953,0.00013629034,0.00005772708,0.00033605227,0.00005570133,0.00011893091],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014685346,0.00019501161,0.00033865136,0.0001132423,0.00017039159,0.000078102996,0.00010829653,0.00012805074,0.0001120303],"category_scores_gemma":[0.00024929806,0.00013251821,0.00007904958,0.00020936236,0.00007565517,0.00021954419,0.00013676977,0.00031360917,0.000014611971],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015618387,0.00022328248,0.40664044,0.0021906055,0.0005371369,0.019474685,0.022422023,0.0000105234885,0.013485429,0.0005121712,0.09242864,0.44191888],"study_design_scores_gemma":[0.004788675,0.00038668906,0.4609034,0.0083288085,0.000522506,0.000075597396,0.0029349197,0.0027148314,0.013609817,0.0021389653,0.5028509,0.00074488076],"about_ca_topic_score_codex":0.000504314,"about_ca_topic_score_gemma":0.00022368817,"teacher_disagreement_score":0.441174,"about_ca_system_score_codex":0.00003579813,"about_ca_system_score_gemma":0.000038142418,"threshold_uncertainty_score":0.54039353},"labels":[],"label_agreement":null},{"id":"W4415599671","doi":"10.1177/08404704251389449","title":"Building a Rational Clinical Information System for Older Adults in Acute Care: The Role of the interRAI Acute Care Suite","year":2025,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University of Waterloo; International Federation on Ageing; St Joseph's Health Care; Western University","funders":"","keywords":"Suite; Acute care; Risk assessment; Health informatics; Health care; MEDLINE; Older people","score_opus":0.01062341292994008,"score_gpt":0.3298408558834123,"score_spread":0.3192174429534722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415599671","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57577634,0.0072863684,0.016820595,0.32007495,0.011002658,0.04814474,0.0012428951,0.00056585047,0.019085616],"genre_scores_gemma":[0.99412197,0.000072932715,0.0011512735,0.0035185982,0.00006122895,0.00061771076,0.00017181062,0.000015385509,0.000269083],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978334,0.00011772382,0.0009818301,0.00027086632,0.00039875502,0.00039744936],"domain_scores_gemma":[0.99853146,0.000106196116,0.0002763794,0.00063177623,0.00039308914,0.00006112325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038854106,0.00018695471,0.0003490218,0.00022327401,0.00019569189,0.000034303524,0.0003692558,0.00013633678,0.0000035159933],"category_scores_gemma":[0.00007069384,0.00012338882,0.00023386291,0.0004507472,0.00006844951,0.00017512986,0.00034066138,0.00030687024,0.0000047518292],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018441486,0.00011044899,0.15866573,0.015014893,0.0009723879,0.000007340657,0.017696721,0.00006731109,0.000007384141,0.09102022,0.012455699,0.7021377],"study_design_scores_gemma":[0.017190443,0.0008209332,0.5169209,0.015408397,0.0011019602,0.000030917705,0.2566849,0.0076616756,0.00079291087,0.00071077456,0.1822048,0.0004713668],"about_ca_topic_score_codex":0.00026800207,"about_ca_topic_score_gemma":0.00071382336,"teacher_disagreement_score":0.70166636,"about_ca_system_score_codex":0.00046793924,"about_ca_system_score_gemma":0.0001686748,"threshold_uncertainty_score":0.503165},"labels":[],"label_agreement":null},{"id":"W4415610478","doi":"10.1016/j.msard.2025.106819","title":"Validity of model for predicting risk of relapse in MOGAD","year":2025,"lang":"en","type":"article","venue":"Multiple Sclerosis and Related Disorders","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Multiple sclerosis; Myelin oligodendrocyte glycoprotein; Incidence (geometry); Antibody; Disease; Autoimmune disease; Central nervous system; Optic neuritis; Immunopathology","score_opus":0.0355798650009472,"score_gpt":0.2633935466127812,"score_spread":0.227813681611834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415610478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99452347,0.00069369894,0.0025331306,0.0004926826,0.0001228945,0.0007541867,0.00008823769,0.00003141862,0.00076030794],"genre_scores_gemma":[0.99525243,0.0022611811,0.0019738148,0.000020944643,0.0000036818508,0.000034826873,0.00002193137,0.000015086679,0.0004161192],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99889284,0.00004406475,0.0005139084,0.0002456713,0.00012223778,0.00018127258],"domain_scores_gemma":[0.99910074,0.0003756601,0.00017352261,0.00022124534,0.000080703794,0.000048126778],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003421785,0.00012486144,0.0003611672,0.00018888463,0.000054326614,0.0000031865661,0.000062797924,0.00020111338,0.0000053665813],"category_scores_gemma":[0.0011878505,0.00011071979,0.00012850226,0.00029488647,0.00013898897,0.000055363616,0.00004505655,0.00021847457,3.0092394e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004274717,0.0004703248,0.95702434,0.00054009305,0.00016302805,2.1751237e-7,0.00198287,0.0177773,0.004607448,0.00009669381,0.00037121435,0.016538998],"study_design_scores_gemma":[0.008376022,0.00014760184,0.3209781,0.0009185441,0.00019058668,3.206961e-7,0.00047972982,0.6663143,0.0013462974,0.0011334362,0.00003011773,0.000084937965],"about_ca_topic_score_codex":0.0005162791,"about_ca_topic_score_gemma":0.00037041542,"teacher_disagreement_score":0.648537,"about_ca_system_score_codex":0.000026204612,"about_ca_system_score_gemma":0.00005265077,"threshold_uncertainty_score":0.4515022},"labels":[],"label_agreement":null},{"id":"W4415668491","doi":"10.2196/85173","title":"Correction: Machine Learning Approach for Frailty Detection in Long-Term Care Using Accelerometer-Measured Gait and Daily Physical Activity: Model Development and Validation Study","year":2025,"lang":"en","type":"erratum","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gait; Support vector machine; Activities of daily living; Gait analysis","score_opus":0.05888105029580911,"score_gpt":0.33664973206219473,"score_spread":0.27776868176638564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415668491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93728536,0.0005141151,0.056152355,0.000024399107,0.0019178722,0.0034741934,0.000011729365,0.00014663265,0.0004733158],"genre_scores_gemma":[0.9852324,0.000020450008,0.0017072937,0.000015798345,0.0003605572,0.0005540648,0.0005563251,0.000082771425,0.011470302],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978075,0.00012485926,0.00033400036,0.00092100713,0.0004507724,0.00036186728],"domain_scores_gemma":[0.9991309,0.000089597306,0.0002396354,0.00026448973,0.00018666645,0.00008868224],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002611623,0.00048145963,0.0007837212,0.0006246728,0.00033027018,0.00014470072,0.00008881561,0.00032337187,0.000001617334],"category_scores_gemma":[0.00012997878,0.00050605834,0.00007947758,0.0003713095,0.00003919875,0.00025181868,0.00017579437,0.0014494448,2.4534754e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070135563,0.0014071744,0.06061502,0.008502639,0.0005148291,0.00003455347,0.028308304,0.0051459097,0.0036843545,1.8128554e-7,0.0010497756,0.8900359],"study_design_scores_gemma":[0.0043253764,0.00034560042,0.192524,0.00225343,0.00046506332,0.00005367131,0.0014205007,0.795131,0.0025407192,0.0000024097214,0.00027250953,0.00066568976],"about_ca_topic_score_codex":0.00011839193,"about_ca_topic_score_gemma":0.00012785787,"teacher_disagreement_score":0.8893702,"about_ca_system_score_codex":0.0007297293,"about_ca_system_score_gemma":0.00030146984,"threshold_uncertainty_score":0.9997391},"labels":[],"label_agreement":null},{"id":"W4415736666","doi":"10.1177/30495334251391393","title":"Translation and Cultural Adaptation of the Pictorial Fit-Frail Scale for Health Care Professionals Into Canadian-French","year":2025,"lang":"en","type":"article","venue":"Sage Open Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; McGill University; Université du Québec à Trois-Rivières","funders":"Fondation Chiropratique du Québec","keywords":"CLARITY; Scale (ratio); Usability; Adaptation (eye); Health care; Vulnerability (computing); Health professionals","score_opus":0.03698520110232739,"score_gpt":0.3707905958339186,"score_spread":0.3338053947315912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415736666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7876925,0.009529461,0.0028597212,0.17448947,0.0036201398,0.010639289,0.0002574298,0.000048049482,0.010863922],"genre_scores_gemma":[0.9926733,0.000010577201,0.0042699617,0.0009931709,0.000092731265,0.000061486746,0.00007236687,0.000006718442,0.0018197338],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993515,0.000046823123,0.00019718491,0.00014776152,0.00011731667,0.00013943021],"domain_scores_gemma":[0.99954426,0.0000627429,0.00006427109,0.00014638176,0.00011273656,0.00006957804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018524089,0.000071282346,0.00016011616,0.00005316983,0.00023123389,0.000029835175,0.0001239574,0.000044737728,0.000016313617],"category_scores_gemma":[0.00008580894,0.000050456376,0.00003234264,0.00015204148,0.000032452717,0.00013938619,0.00003721736,0.00009225838,3.9710727e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011488498,0.0000417697,0.020049013,0.0013598225,0.000056158966,9.2228925e-7,0.13769454,0.000036435074,0.0011012381,0.00016975436,0.01414522,0.82523024],"study_design_scores_gemma":[0.021032276,0.0005681418,0.683519,0.0147268865,0.00034347715,0.000013065253,0.09376801,0.0073126424,0.0067376858,0.0013191863,0.17002666,0.0006329774],"about_ca_topic_score_codex":0.09286039,"about_ca_topic_score_gemma":0.30886596,"teacher_disagreement_score":0.8245973,"about_ca_system_score_codex":0.00016819792,"about_ca_system_score_gemma":0.0008009714,"threshold_uncertainty_score":0.91318035},"labels":[],"label_agreement":null},{"id":"W4415760812","doi":"10.1111/jgs.70190","title":"Frailty and Health Outcomes in People 65 Years or Older Living With Dementia: A Systematic Review of the Literature","year":2025,"lang":"en","type":"review","venue":"Journal of the American Geriatrics Society","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Dalhousie University","funders":"Nasjonalforeningen for Folkehelsen; Helse Vest; EU Joint Programme – Neurodegenerative Disease Research","keywords":"Dementia; MEDLINE; Older people; Geriatrics; Activities of daily living; Health care","score_opus":0.01973649789937527,"score_gpt":0.33916064663515433,"score_spread":0.31942414873577907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415760812","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019697462,0.9943858,0.0000227093,0.0029505838,0.0002389289,0.0021559205,0.000033684075,0.0000057043794,0.000009713962],"genre_scores_gemma":[0.00010319381,0.99483794,0.00139827,0.0029569902,0.000080628386,0.000028782619,0.0000017455934,0.000036649195,0.0005557795],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9962312,0.0006982274,0.0017772408,0.00022346563,0.00079337234,0.00027651247],"domain_scores_gemma":[0.99226135,0.0009153766,0.005695111,0.0007577325,0.00026325884,0.00010717355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019264932,0.00037134124,0.004991141,0.00012654421,0.00007261376,0.000039225117,0.0006283788,0.00011294115,0.000008098131],"category_scores_gemma":[0.0013525928,0.00014961518,0.0015450331,0.0028169649,0.00014550559,0.00006275678,0.00028747105,0.0012289399,3.1798476e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000406216,0.00009629294,0.003149937,0.9790663,0.0011700478,0.00000598457,0.0014562445,3.597436e-7,3.6821202e-8,0.0000014424444,0.006380095,0.008669206],"study_design_scores_gemma":[0.0003688208,0.00020083578,0.010567765,0.977457,0.005766303,0.0005440798,0.00043811265,0.0000011953205,2.69165e-8,0.0000017357822,0.0045106024,0.00014354542],"about_ca_topic_score_codex":0.00005977029,"about_ca_topic_score_gemma":0.00003374835,"teacher_disagreement_score":0.00852566,"about_ca_system_score_codex":0.00043393762,"about_ca_system_score_gemma":0.0023361966,"threshold_uncertainty_score":0.610113},"labels":[],"label_agreement":null},{"id":"W4415761617","doi":"10.51271/icjim-0066","title":"Frailty scoring systems in clinical practice: are we underdiagnosing?","year":2025,"lang":"","type":"article","venue":"Intercontinental Journal of Internal Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stressor; Geriatrics; Clinical Practice; Psychological resilience; MEDLINE; Pace; Multimorbidity; Resilience (materials science); Frailty syndrome","score_opus":0.05541037851332544,"score_gpt":0.4153944417758642,"score_spread":0.3599840632625388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415761617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46519715,0.211505,0.009858312,0.18203042,0.10645431,0.0017300663,0.000029413583,0.00006303701,0.0231323],"genre_scores_gemma":[0.96138346,0.018203251,0.00047123252,0.0064225136,0.008342227,0.000012553992,0.0000033954136,0.00009871397,0.005062673],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.98440033,0.0014016927,0.010126211,0.00090688723,0.0020511334,0.0011137404],"domain_scores_gemma":[0.9838797,0.0060763257,0.005858272,0.0008830944,0.0023783275,0.0009242817],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00705994,0.0010181312,0.0039782347,0.002506109,0.00009863919,0.00018831002,0.0013146262,0.0007373553,0.00049709505],"category_scores_gemma":[0.026614264,0.0008098496,0.0010206654,0.0011496426,0.0012582014,0.0012051576,0.0006038088,0.006158853,0.000082029605],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015822731,0.0058576404,0.5484913,0.0037573536,0.0064695794,0.05453307,0.005384253,0.0001415201,0.003000737,0.00077974115,0.22822648,0.12753563],"study_design_scores_gemma":[0.044126607,0.010465823,0.10209418,0.5240429,0.0033733156,0.02609398,0.072552145,0.00224156,0.0011998654,0.000383269,0.21249422,0.0009321181],"about_ca_topic_score_codex":0.0019833634,"about_ca_topic_score_gemma":0.0002669463,"teacher_disagreement_score":0.52028555,"about_ca_system_score_codex":0.0018291142,"about_ca_system_score_gemma":0.00077722734,"threshold_uncertainty_score":0.99943525},"labels":[],"label_agreement":null},{"id":"W4415826784","doi":"10.2196/80034","title":"Development and Validation of the Healthy Longevity Index for Personalized Healthy Aging in Primary Care: Cross-National Retrospective Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Healthy aging; Healthy ageing; Primary care; Longevity; Psychological intervention; Index (typography); Primary health care","score_opus":0.02233958170027555,"score_gpt":0.3560067455452895,"score_spread":0.33366716384501394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415826784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99212426,0.00039562728,0.0020796095,0.0036402582,0.000087830005,0.0010252557,0.000016709784,0.000021693126,0.0006087787],"genre_scores_gemma":[0.9958297,0.0000105284635,0.002335441,0.0012099061,0.00003251715,0.00014794907,0.00008538904,0.000008621472,0.0003399722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986995,0.000053426473,0.00037996107,0.00029877192,0.00037486054,0.0001934795],"domain_scores_gemma":[0.9992016,0.00012882007,0.00015631155,0.00015486206,0.0003147776,0.000043607146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052628695,0.000111549125,0.0003302895,0.00036027166,0.0001530872,0.000022426562,0.000073942414,0.000059863698,0.0000061218293],"category_scores_gemma":[0.00013292894,0.00009573723,0.00008846216,0.0009004297,0.0000831636,0.000087409506,0.0000674437,0.00017808923,2.30398e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018620654,0.000060338134,0.98956317,0.0009460786,0.00014910549,6.5380084e-7,0.0053426754,0.00009237063,0.00013887245,0.00025377492,0.00006801228,0.0031987275],"study_design_scores_gemma":[0.00272124,0.000026553977,0.99412745,0.0002774742,0.00007011761,0.0000014725678,0.00040292687,0.0006562503,0.00091738114,0.00011495637,0.00061037607,0.0000737726],"about_ca_topic_score_codex":0.00010191643,"about_ca_topic_score_gemma":0.00016800669,"teacher_disagreement_score":0.0049397484,"about_ca_system_score_codex":0.0013401767,"about_ca_system_score_gemma":0.0007350595,"threshold_uncertainty_score":0.3904051},"labels":[],"label_agreement":null},{"id":"W4415830352","doi":"10.21203/rs.3.rs-7687266/v1","title":"Brain atrophy and white matter changes grading agreement on NCCT and MRI in ischemic stroke","year":2025,"lang":"","type":"preprint","venue":"Research Square","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kelowna General Hospital; McMaster University; Sunnybrook Health Science Centre; University of Manitoba; University of Calgary","funders":"Canadian Institutes of Health Research; Servier; Eisai; Alexion Pharmaceuticals; Biogen; Heart and Stroke Foundation of Canada","keywords":"Atrophy; Modified Rankin Scale; White matter; Logistic regression; Cerebral atrophy; Neuroimaging; Stroke (engine); Intraclass correlation","score_opus":0.04772255798184965,"score_gpt":0.37835679899065844,"score_spread":0.3306342410088088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415830352","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7406864,0.009482343,0.00007495228,0.2074093,0.0006865547,0.007848786,0.0009872024,0.00006395047,0.0327605],"genre_scores_gemma":[0.92258435,0.01704533,0.00050716486,0.0015144761,0.00089181686,0.00082479796,0.00024991238,0.00010871156,0.056273412],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9911242,0.001176904,0.0008578338,0.0023680283,0.0024298357,0.0020431865],"domain_scores_gemma":[0.99506634,0.0018798283,0.00018272891,0.0016560687,0.00046367125,0.0007513586],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003571516,0.0008936923,0.0013150506,0.0027946427,0.00034002704,0.00033855028,0.0006037864,0.0008174591,0.0013439772],"category_scores_gemma":[0.00072895567,0.0008824918,0.00016621324,0.00087412435,0.000751684,0.00012351145,0.0031695594,0.005300139,0.00025163576],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019265331,0.0008098433,0.6723704,0.037602976,0.00071007304,0.0007981472,0.014634908,0.00008961758,0.006992102,0.00013304419,0.19666909,0.06726329],"study_design_scores_gemma":[0.016830126,0.0062134466,0.6876423,0.10530481,0.0002701252,0.000101243124,0.012797594,0.0050130864,0.0068170545,0.00060399546,0.15598555,0.0024207036],"about_ca_topic_score_codex":0.000902917,"about_ca_topic_score_gemma":0.00098754,"teacher_disagreement_score":0.20589484,"about_ca_system_score_codex":0.001154121,"about_ca_system_score_gemma":0.0004960412,"threshold_uncertainty_score":0.99956894},"labels":[],"label_agreement":null},{"id":"W4415904192","doi":"10.3389/fmed.2025.1620193","title":"Reimagining the frailty review: meaning, metrics, and the missed opportunity in global ageing care","year":2025,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Checklist; Function (biology); Older people; Primary care; Geriatrics; Qualitative research; MEDLINE; Health care; Focus group","score_opus":0.030233388061308736,"score_gpt":0.32187607291595316,"score_spread":0.2916426848546444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415904192","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060974658,0.517044,0.0033466492,0.37315512,0.0031339766,0.002711358,0.000011001551,0.00009751707,0.09440294],"genre_scores_gemma":[0.7575686,0.10521605,0.00940002,0.119885884,0.00069133117,0.00022575942,0.00013400173,0.00006374759,0.0068146097],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977296,0.00036232042,0.00066417496,0.00038185564,0.0004967622,0.00036529562],"domain_scores_gemma":[0.9985098,0.000378426,0.00014897715,0.00067379046,0.0001512769,0.00013768337],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0022902815,0.00024418058,0.00094337075,0.00027274303,0.00011884499,0.000013768462,0.0003589993,0.00010280884,0.00004258914],"category_scores_gemma":[0.010584291,0.00012062894,0.000067227214,0.0018101474,0.00081047934,0.00006856055,0.00014206168,0.00092957355,0.0000012273557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002834722,0.000034133504,0.19294757,0.0017200615,0.00012746674,0.00034015925,0.0047972873,0.000005156937,0.0000055671408,0.00074961135,0.6245942,0.17439528],"study_design_scores_gemma":[0.03197384,0.0002903182,0.19340411,0.04342719,0.0014408146,0.00013525573,0.043851282,0.0053541744,0.000032628766,0.008492334,0.6710772,0.0005208861],"about_ca_topic_score_codex":0.0017383735,"about_ca_topic_score_gemma":0.0003484075,"teacher_disagreement_score":0.7514711,"about_ca_system_score_codex":0.0003637582,"about_ca_system_score_gemma":0.00026028664,"threshold_uncertainty_score":0.99775},"labels":[],"label_agreement":null},{"id":"W4415939029","doi":"10.1177/15598276251394286","title":"Swimming to Happiness: Frailty Prevention in Older Adults","year":2025,"lang":"en","type":"article","venue":"American Journal of Lifestyle Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Hamilton Health Sciences; South Bruce Grey Health Centre; Western University","funders":"","keywords":"Quality of life (healthcare); Frailty syndrome; Physical activity; Geriatrics; Falls in older adults; Frailty Index; MEDLINE","score_opus":0.012250464790334007,"score_gpt":0.32474257507202103,"score_spread":0.31249211028168705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415939029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94941574,0.00066008314,0.00648883,0.039699364,0.00074440206,0.00049266673,0.0000012524503,0.00002769904,0.0024699434],"genre_scores_gemma":[0.98871315,0.00013663454,0.0035850587,0.0047171647,0.0006579562,0.0000133516005,0.000005176816,0.000024938472,0.0021465574],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99747664,0.00014268917,0.0011595775,0.0002672058,0.0006003588,0.00035350866],"domain_scores_gemma":[0.99804896,0.00031717913,0.0005092941,0.00034806383,0.000446724,0.00032979102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093849056,0.00023069339,0.0009757199,0.0010752489,0.000036305,0.000008021103,0.00024413486,0.000058922622,0.00013929581],"category_scores_gemma":[0.0022429046,0.00017807855,0.0001251848,0.001704826,0.00025680265,0.00012985912,0.00005448869,0.00053184835,0.00001821957],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024534233,0.0010129361,0.2827243,0.00040537937,0.00030360845,0.0008580105,0.007629232,0.00006941841,0.0029789961,0.00015858324,0.016605139,0.684801],"study_design_scores_gemma":[0.013233385,0.0058237943,0.92619103,0.02183945,0.00030347373,0.0009179523,0.009094242,0.00014169805,0.0006397534,0.00015458155,0.021381991,0.00027864857],"about_ca_topic_score_codex":0.0002637269,"about_ca_topic_score_gemma":0.000090566864,"teacher_disagreement_score":0.68452233,"about_ca_system_score_codex":0.0002052306,"about_ca_system_score_gemma":0.00031396656,"threshold_uncertainty_score":0.72618324},"labels":[],"label_agreement":null},{"id":"W4415987981","doi":"10.1155/jocs/1336346","title":"The Relationship Between Frailty and Postoperative Atrial Fibrillation in Patients Undergoing Cardiac Surgery: A Systematic Review and Meta‐Analysis","year":2025,"lang":"en","type":"article","venue":"Journal of Cardiac Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Atrial fibrillation; Confidence interval; Cardiac surgery; Subgroup analysis; Aortic valve replacement; Coronary artery disease; Heart failure; Statistical significance; Clinical significance","score_opus":0.05070741863285639,"score_gpt":0.315587147812673,"score_spread":0.2648797291798166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415987981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59729487,0.3930801,0.000033246662,0.0075694523,0.0005054629,0.0013438208,0.00005936662,0.000012601024,0.00010110561],"genre_scores_gemma":[0.985139,0.0143045,0.000037725415,0.00018245066,0.000120560755,0.0000085368065,0.00002725866,0.000013445171,0.00016653357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959456,0.0015937357,0.0015758959,0.0001871917,0.00049757236,0.00020001961],"domain_scores_gemma":[0.9692592,0.029134883,0.0007854599,0.000279795,0.000425588,0.00011504451],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0056107016,0.00020042023,0.00364763,0.00063807575,0.00015140818,0.00007550147,0.000045084354,0.000107698055,0.00000341617],"category_scores_gemma":[0.013856712,0.00012808206,0.0021511042,0.0010952937,0.00006732703,0.0002489396,0.000040483217,0.00030000627,0.000001034022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051166073,0.000004105254,0.9454631,0.009923244,0.04243138,0.0000028097807,0.000086122534,0.000008089762,2.5600207e-7,0.000017112148,0.0018188655,0.0001937234],"study_design_scores_gemma":[0.00015441373,0.00002623949,0.77175105,0.004877139,0.22282448,0.0000044617586,0.000073114956,0.0000032993792,0.0000038622557,0.00006774718,0.00011338741,0.000100789395],"about_ca_topic_score_codex":0.000021363818,"about_ca_topic_score_gemma":0.000009688614,"teacher_disagreement_score":0.38784412,"about_ca_system_score_codex":0.00013819321,"about_ca_system_score_gemma":0.00033518267,"threshold_uncertainty_score":0.99445},"labels":[],"label_agreement":null},{"id":"W4416012323","doi":"10.15448/2357-9641.2025.1.47444","title":"Cross-cultural sdaptation and validation of the Pictorial Fit-Frail Scale (PFFS) for brazilian portuguese","year":2025,"lang":"","type":"article","venue":"PAJAR - Pan-American Journal of Aging Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Concurrent validity; Context (archaeology); Scale (ratio); Adaptation (eye); Health care; Brazilian Portuguese; Portuguese; Health professionals; Test (biology)","score_opus":0.053139874068399026,"score_gpt":0.43066924022081055,"score_spread":0.3775293661524115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416012323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97974944,0.0039690505,0.0005032021,0.010478401,0.0029964505,0.001204077,0.00006156102,0.00001209049,0.001025744],"genre_scores_gemma":[0.99040663,0.0013583224,0.0015258227,0.00017463935,0.001911798,0.000025475423,0.0000126346995,0.000045255278,0.0045394115],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99390465,0.0009579647,0.0016712233,0.00050464564,0.0020990374,0.0008624939],"domain_scores_gemma":[0.98959035,0.0020386602,0.0012336099,0.0006657737,0.006100175,0.00037142678],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005215682,0.00034790716,0.00095904444,0.00081006606,0.00058987323,0.0003206537,0.00081962155,0.00016403673,0.0000745354],"category_scores_gemma":[0.006731529,0.00025343496,0.00042634466,0.001985977,0.0030894382,0.00066819094,0.0003180946,0.0015647807,0.000004858886],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027459336,0.0008025919,0.16996227,0.0014508532,0.00088078104,0.000020866375,0.010030478,0.00015620892,0.04729461,0.00018698764,0.010342497,0.7561259],"study_design_scores_gemma":[0.015288669,0.007472768,0.8048608,0.012164537,0.0011905159,0.00026479125,0.031199697,0.0016952534,0.09625465,0.0023883455,0.026490476,0.0007295113],"about_ca_topic_score_codex":0.00065176754,"about_ca_topic_score_gemma":0.000035370133,"teacher_disagreement_score":0.7553964,"about_ca_system_score_codex":0.0005268438,"about_ca_system_score_gemma":0.002533107,"threshold_uncertainty_score":0.9999918},"labels":[],"label_agreement":null},{"id":"W4416043445","doi":"10.1136/bmjgh-2024-018667","title":"Health conditions of older adults in complex humanitarian settings in low- and middle-income countries: a retrospective analysis of 2019–2025 data from Médecins Sans Frontières-supported inpatient departments","year":2025,"lang":"en","type":"article","venue":"BMJ Global Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bruyère; Engineers Without Borders Canada","funders":"","keywords":"Multimorbidity; Health care; MEDLINE; Public health; Health services research; Palliative care; Young adult","score_opus":0.025244510594709276,"score_gpt":0.37719712001996897,"score_spread":0.3519526094252597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416043445","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9570925,0.00091736927,0.00023239612,0.0070190774,0.00015269197,0.0028762762,0.031396043,0.00003269872,0.0002809177],"genre_scores_gemma":[0.9846295,0.00028106038,0.0012135856,0.0026090676,0.000021045005,0.00003807066,0.01116454,0.0000124977905,0.000030617575],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9959302,0.00027315607,0.0018660879,0.00079275155,0.00057899434,0.0005587953],"domain_scores_gemma":[0.99740285,0.00018709453,0.00080898067,0.0011192021,0.00022792931,0.0002539699],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007257939,0.00028172412,0.0016809483,0.0007077345,0.00009331079,0.000013234163,0.00031902365,0.00013114301,0.0001394054],"category_scores_gemma":[0.00030427842,0.0002954233,0.00009117282,0.0020501271,0.00020588987,0.00015388631,0.00026333187,0.00025465936,0.0000040865693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050830934,0.0010001687,0.9838068,0.0013626262,0.0006646194,0.000021817954,0.002393803,0.000024731657,8.5379355e-7,0.00041538393,0.009522978,0.00027792418],"study_design_scores_gemma":[0.0071716127,0.00048623138,0.97921306,0.006420219,0.00025610466,0.0000029792998,0.0010952891,0.0048298114,0.0000030876818,0.00023742074,0.00013628378,0.0001478983],"about_ca_topic_score_codex":0.07560814,"about_ca_topic_score_gemma":0.25728008,"teacher_disagreement_score":0.18167193,"about_ca_system_score_codex":0.0018139038,"about_ca_system_score_gemma":0.0014883582,"threshold_uncertainty_score":0.9999498},"labels":[],"label_agreement":null},{"id":"W4416069112","doi":"10.1016/j.arr.2025.102934","title":"In-hospital exercise interventions improve inpatients’ frailty and demonstrate promising implementation outcomes: A systematic review and meta-analysis","year":2025,"lang":"en","type":"review","venue":"Ageing Research Reviews","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Université de Moncton; University of Alberta; University of New Brunswick; Dalhousie University; Saint John Regional Hospital; Nova Scotia Health Authority","funders":"","keywords":"Psychological intervention; MEDLINE; Inclusion (mineral); Exercise therapy; Physical activity; Intervention (counseling); Quality of life (healthcare)","score_opus":0.2589344013100504,"score_gpt":0.5268768522535272,"score_spread":0.2679424509434768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416069112","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000055909422,0.9671172,0.000036218196,0.0007715731,0.000048250546,0.031791266,0.00012106157,0.000026245452,0.000082633414],"genre_scores_gemma":[0.000013730696,0.9860575,0.0010384293,0.00015433761,0.000012859497,0.009808126,0.00019401654,0.0000493955,0.0026715754],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9905071,0.0028409534,0.003975476,0.0011757676,0.0008162065,0.0006844944],"domain_scores_gemma":[0.9953496,0.0013575992,0.0012127417,0.0014094699,0.00037388765,0.00029672903],"candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.008508141,0.0007559083,0.014715763,0.0017816592,0.00018878932,0.00020835629,0.00039159798,0.00023598122,0.000252197],"category_scores_gemma":[0.006068682,0.0004785057,0.0037512348,0.0032501079,0.00017421025,0.00033132738,0.000542112,0.0013051603,0.000045955945],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000010769334,0.000114665745,0.000019288647,0.87395585,0.020636616,0.0000681757,0.00009547593,3.9148618e-9,5.83375e-8,0.000011042906,0.0006088272,0.1044889],"study_design_scores_gemma":[0.00024964838,0.00014036031,0.000021045027,0.46962887,0.5157537,0.000011451284,0.00004978073,0.0000012337548,1.6971327e-7,0.000034732526,0.013853422,0.00025555587],"about_ca_topic_score_codex":0.00026386607,"about_ca_topic_score_gemma":0.0002677001,"teacher_disagreement_score":0.4951171,"about_ca_system_score_codex":0.000344656,"about_ca_system_score_gemma":0.00031984004,"threshold_uncertainty_score":0.9999118},"labels":[],"label_agreement":null},{"id":"W4416087442","doi":"10.1177/07334648251394763","title":"Comprehensive Geriatric Assessment by Primary Care Pharmacists","year":2025,"lang":"en","type":"article","venue":"Journal of Applied Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Island Health; Learning Partnership; Vancouver Coastal Health; Interior Health; University of British Columbia","funders":"","keywords":"Multidisciplinary approach; Primary care; Referral; Delphi method; Personalization; Geriatrics; Primary health care; MEDLINE; Polypharmacy","score_opus":0.018394825025111163,"score_gpt":0.3355987042932264,"score_spread":0.3172038792681153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416087442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57727635,0.014747497,0.008328539,0.005860318,0.0030611306,0.0011900408,0.00003406802,0.000082737206,0.38941932],"genre_scores_gemma":[0.98059523,0.00045806912,0.011119824,0.0045930534,0.00031575648,0.000018209948,0.00005375566,0.00002367433,0.0028224136],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998542,0.000042058586,0.0006400378,0.00019763445,0.00029679528,0.000281474],"domain_scores_gemma":[0.99873114,0.00015636078,0.00036492522,0.00022369427,0.00038334093,0.00014056102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000106283784,0.0001876644,0.00072259223,0.00023937185,0.000055296507,0.000012833464,0.0001912573,0.00015723924,0.00012936813],"category_scores_gemma":[0.000011303938,0.00016179598,0.0001454878,0.00018738469,0.00009695592,0.000048940285,0.00006310007,0.0005569482,0.000013350102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037233448,0.00085326325,0.0044749947,0.0020706332,0.0015150696,0.0008214589,0.001594465,0.00008223393,0.13601053,0.00185648,0.5704556,0.2765419],"study_design_scores_gemma":[0.045968033,0.0023864885,0.11868224,0.00040752016,0.0022642382,0.0038393305,0.0033342622,0.00016264796,0.022448268,0.0016885209,0.79801154,0.0008069089],"about_ca_topic_score_codex":0.0000032404193,"about_ca_topic_score_gemma":0.000001300512,"teacher_disagreement_score":0.40331888,"about_ca_system_score_codex":0.0005483027,"about_ca_system_score_gemma":0.00049579056,"threshold_uncertainty_score":0.65978485},"labels":[],"label_agreement":null},{"id":"W4416124593","doi":"10.4103/jiag.jiag_94_25","title":"Supportive Geriatrics","year":2025,"lang":"en","type":"article","venue":"Journal of The Indian Academy of Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stroke (engine); Correlation; Blood pressure; Linear regression; Regression analysis; Geriatrics; Risk factor; Blood sugar","score_opus":0.015373421779624356,"score_gpt":0.29979979582949107,"score_spread":0.2844263740498667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416124593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9327545,0.0022696273,0.00026271178,0.05973243,0.0019591234,0.0004899671,0.000030232364,0.000017915745,0.0024834953],"genre_scores_gemma":[0.9898252,0.0007784643,0.0023615626,0.0022724976,0.00068442186,0.0000014742162,8.04639e-7,0.000022185082,0.0040533775],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99764365,0.00009654975,0.0011505698,0.000140133,0.00068157347,0.00028754096],"domain_scores_gemma":[0.99774903,0.00026805743,0.0013466974,0.00021689272,0.00025477892,0.00016453561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089302624,0.00017664339,0.0005826297,0.0006192488,0.00007653284,0.00001770151,0.0006167775,0.0003226144,0.0000816932],"category_scores_gemma":[0.0013574654,0.00011887474,0.00047226835,0.0013525751,0.00014038903,0.0001478329,0.00014838806,0.0011259323,0.000009503258],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022310962,0.0012915353,0.21817884,0.002350275,0.0021504443,0.00033606746,0.0054120584,0.00026564655,0.01967614,0.0034452274,0.6899774,0.054685257],"study_design_scores_gemma":[0.009329122,0.0008480634,0.7078159,0.0013709383,0.0022281958,0.0021342142,0.0011423144,0.000048463484,0.07168553,0.010845048,0.19205005,0.000502178],"about_ca_topic_score_codex":0.0000054832817,"about_ca_topic_score_gemma":5.999265e-7,"teacher_disagreement_score":0.49792737,"about_ca_system_score_codex":0.00021235365,"about_ca_system_score_gemma":0.0006635809,"threshold_uncertainty_score":0.48916784},"labels":[],"label_agreement":null},{"id":"W4416126311","doi":"10.3389/fpubh.2025.1654098","title":"Sustainable implementation of a frailty education program for formal health care providers","year":2025,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Fraser Health; University of Northern British Columbia","funders":"","keywords":"Health care; Work (physics); MEDLINE; Formal education; Program evaluation","score_opus":0.02082050444674434,"score_gpt":0.38822676825646385,"score_spread":0.3674062638097195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416126311","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10430793,0.013100412,0.18209538,0.6178766,0.005184666,0.06996222,0.00019656398,0.00060781254,0.0066684475],"genre_scores_gemma":[0.82833207,0.00019261168,0.15265791,0.009507632,0.00012431912,0.004503898,0.0014138593,0.00004109801,0.0032265992],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976567,0.0001032857,0.0007477975,0.00031869137,0.0002368152,0.000936681],"domain_scores_gemma":[0.99861324,0.000028540417,0.00029520344,0.000319934,0.00049063785,0.0002524577],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096101733,0.00014957397,0.000465239,0.0007136192,0.00016113055,0.000036451373,0.00013100992,0.00008800128,0.000009887529],"category_scores_gemma":[0.00024828088,0.00015479558,0.000081365986,0.0008202833,0.000062636864,0.00043159022,0.000041042404,0.00018110716,2.945683e-7],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000551421,0.00030340496,0.04134229,0.005101202,0.00003305875,2.457907e-7,0.008137509,9.127403e-7,3.7493402e-7,0.0032327834,0.22496817,0.7168249],"study_design_scores_gemma":[0.004340245,0.0019098835,0.070290685,0.00029018987,0.00001489261,0.000002648607,0.25041932,0.00023681342,0.000044538512,0.0007734953,0.67154574,0.00013154832],"about_ca_topic_score_codex":0.0042470563,"about_ca_topic_score_gemma":0.0008083346,"teacher_disagreement_score":0.7240242,"about_ca_system_score_codex":0.0025311515,"about_ca_system_score_gemma":0.021710968,"threshold_uncertainty_score":0.98383504},"labels":[],"label_agreement":null},{"id":"W4416139690","doi":"10.1093/neuonc/noaf201.1523","title":"QOL-22. Prognostic associations of the G8 geriatric screening tool in the EORTC Brain Tumor Group trials 1608 and 1709 in newly diagnosed glioblastoma","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Glioblastoma; Clinical trial; Brain tumor; Temozolomide; Randomized controlled trial; Karnofsky Performance Status","score_opus":0.03033635684256785,"score_gpt":0.3248015901651453,"score_spread":0.29446523332257746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416139690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9647352,0.000237018,0.0000650607,0.030774793,0.0005081246,0.0027115506,0.00003316014,0.000036094025,0.0008989695],"genre_scores_gemma":[0.9918787,0.000040163803,0.00033512292,0.0071566217,0.00016912607,0.00031524277,0.000010550482,0.000020542042,0.000073966796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956831,0.0021713988,0.0010249445,0.00037884954,0.00031207147,0.00042963529],"domain_scores_gemma":[0.98100054,0.017998938,0.00044795638,0.00042020835,0.00008362426,0.00004872971],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0027423494,0.00020377415,0.0008543462,0.00039287875,0.00009164638,0.000024992101,0.00031472289,0.00020068063,0.000030577165],"category_scores_gemma":[0.0396068,0.00013697184,0.00014227486,0.0014341595,0.00016618695,0.000080487465,0.00016551156,0.0006705364,0.0000035258727],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095530855,0.001290593,0.8678354,0.00019275765,0.00011611579,0.0007404708,0.0036324086,0.00009641096,0.04581329,0.0015748715,0.0272375,0.05051489],"study_design_scores_gemma":[0.009768339,0.0012232505,0.9792347,0.00017894966,0.00019226955,0.00009219683,0.0005385886,0.00039939684,0.0006158816,0.00050104636,0.0071378183,0.00011754739],"about_ca_topic_score_codex":0.00028550418,"about_ca_topic_score_gemma":0.002552491,"teacher_disagreement_score":0.11139933,"about_ca_system_score_codex":0.00020337511,"about_ca_system_score_gemma":0.0004576069,"threshold_uncertainty_score":0.96848303},"labels":[],"label_agreement":null},{"id":"W4416143002","doi":"10.1177/30495334251395363","title":"Higher Frailty Levels Are Associated With Increased Improvement in Health-Related Quality of Life Following a 12-Week Medical Student-Led Walking Program","year":2025,"lang":"en","type":"article","venue":"Sage Open Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Saint John Regional Hospital; Dalhousie University","funders":"","keywords":"Baseline (sea); Quality of life (healthcare); Frailty Index; Health related quality of life; Physical activity","score_opus":0.056172219605093596,"score_gpt":0.3912365012766385,"score_spread":0.3350642816715449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416143002","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9854305,0.0005122435,0.00011700638,0.0070210816,0.00026600828,0.0036622696,0.000019474064,0.00017670749,0.0027947288],"genre_scores_gemma":[0.99428505,0.000008172954,0.0008470594,0.002680085,0.000022416792,0.00025895218,0.00008898925,0.000045451972,0.0017638161],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9949708,0.00067644287,0.0016807,0.0006491361,0.0012727944,0.00075011945],"domain_scores_gemma":[0.99760723,0.00054893264,0.0007389585,0.0005651976,0.00012374388,0.00041593448],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0049681715,0.00033377748,0.0014098847,0.00025730705,0.0001500235,0.00010335028,0.00060002954,0.00021844025,0.00041445915],"category_scores_gemma":[0.002595846,0.00028759753,0.00015257938,0.0009966316,0.00009622795,0.0002296692,0.00056211266,0.0007878819,0.000003692415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044368242,0.003566795,0.88910323,0.00089124794,0.0016844211,0.00036514644,0.003255012,0.0000100835805,0.0012908316,0.000082524704,0.0003160614,0.09899095],"study_design_scores_gemma":[0.019359503,0.0005212915,0.9636507,0.013455619,0.00009977603,0.0000015839923,0.0018714308,0.00032019263,0.00021426153,0.00008227414,0.00014586876,0.0002775134],"about_ca_topic_score_codex":0.011759742,"about_ca_topic_score_gemma":0.0061188783,"teacher_disagreement_score":0.098713435,"about_ca_system_score_codex":0.0007524849,"about_ca_system_score_gemma":0.0013192778,"threshold_uncertainty_score":0.9999576},"labels":[],"label_agreement":null},{"id":"W4416146014","doi":"10.1186/s12875-025-03075-7","title":"Development and testing of an electronic frailty index using Canadian electronic medical record data in primary care","year":2025,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"Canadian Institutes of Health Research; Canadian Nurses Foundation","keywords":"Primary care; Electronic medical record; Medical record; Health care; Electronic health record; Primary health care; Index (typography)","score_opus":0.03510470808362321,"score_gpt":0.29605998606862277,"score_spread":0.26095527798499957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416146014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9843491,0.008775537,0.00017977608,0.00014496686,0.00010955462,0.00065690494,0.00005406562,0.000056662717,0.005673485],"genre_scores_gemma":[0.97969645,0.000081622326,0.016962223,0.001039843,0.000076117285,0.000020244648,0.0020065282,0.000042336287,0.000074658026],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972071,0.000096652315,0.0005765556,0.00070054544,0.000530981,0.00088816957],"domain_scores_gemma":[0.99825305,0.00014677766,0.00010171422,0.000936495,0.00021281991,0.00034915836],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00040931805,0.00027135882,0.0005334701,0.00046214086,0.000113799375,0.000020865768,0.0005290097,0.0002868455,0.000026696454],"category_scores_gemma":[0.0004355632,0.0002857109,0.000030907544,0.0006534738,0.000101077996,0.00021215386,0.00040507226,0.00075988384,0.0000013705866],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00014115465,0.000056454723,0.56074333,0.0030519525,0.00006233882,0.00008624426,0.0015222083,0.0000109900675,0.000603081,0.000032834192,0.00009121982,0.4335982],"study_design_scores_gemma":[0.0048058135,0.00032800395,0.95999074,0.0034981375,0.00016243727,0.00017060913,0.003246065,0.0022225522,0.0010069957,0.000058361296,0.023915473,0.0005948286],"about_ca_topic_score_codex":0.039244417,"about_ca_topic_score_gemma":0.6016184,"teacher_disagreement_score":0.562374,"about_ca_system_score_codex":0.0055549224,"about_ca_system_score_gemma":0.03821526,"threshold_uncertainty_score":0.9999595},"labels":[],"label_agreement":null},{"id":"W4416170482","doi":"10.1136/bmjopen-2025-105227","title":"Frailty and the risk of ICU-acquired infections in a randomised trial: a protocol and statistical analysis plan","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Royal Columbian Hospital; McGill University; University of Alberta; Université Laval; Health Sciences Centre; Sunnybrook Health Science Centre; Hamilton Regional Laboratory Medicine Program; Université de Sherbrooke; University of Toronto; Hamilton Health Sciences; Lakeridge Health; Impact; McMaster University; Queen's University","funders":"Canadian Institutes of Health Research; Canadian Frailty Network; Academic Medical Organization of Southwestern Ontario","keywords":"Protocol (science); Statistical analysis; Epidemiology; Public health; Plan (archaeology); Health services research","score_opus":0.058388631427856004,"score_gpt":0.43299486719566893,"score_spread":0.37460623576781293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416170482","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18173483,0.00001711921,0.004373546,0.0036170695,0.00005552578,0.7981889,0.00013333559,0.000025639467,0.011853997],"genre_scores_gemma":[0.5570041,0.000009211517,0.0019268068,0.00026530997,0.000033218348,0.43942523,0.000025475369,0.000010383276,0.0013002765],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9986632,0.00043768497,0.000457643,0.00019781708,0.00013555755,0.00010813223],"domain_scores_gemma":[0.9981547,0.001285038,0.0001361484,0.00032539736,0.000046249705,0.000052489293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001515334,0.00009429475,0.00064562244,0.00017500772,0.00005672497,0.000049792776,0.000099402816,0.00005727432,0.00010989773],"category_scores_gemma":[0.0031923437,0.000057418205,0.000060477858,0.0005394818,0.00023230471,0.00005075733,0.00017245219,0.00010171832,0.0000011068634],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.71214384,0.00064203865,0.26498094,0.00047591783,0.0025992699,0.000024696534,0.001955342,0.000042977543,0.00004980164,0.0024711513,0.0045235287,0.010090507],"study_design_scores_gemma":[0.7307116,0.00041015237,0.25804633,0.0002532187,0.0014962748,0.000008310789,0.00021401011,0.005639724,0.000042999112,0.0015899556,0.0014947507,0.000092687005],"about_ca_topic_score_codex":0.0028812282,"about_ca_topic_score_gemma":0.0022237937,"teacher_disagreement_score":0.37526926,"about_ca_system_score_codex":0.00001933853,"about_ca_system_score_gemma":0.00016660521,"threshold_uncertainty_score":0.43555743},"labels":[],"label_agreement":null},{"id":"W4416171114","doi":"10.1111/hiv.70125","title":"A cross‐sectional comparison of the use of frailty assessment tools in older people living with <scp>HIV</scp>","year":2025,"lang":"en","type":"article","venue":"HIV Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Older people; Healthy aging; Activities of daily living; Frailty syndrome; MEDLINE; Risk assessment; Resource (disambiguation)","score_opus":0.06186895304242039,"score_gpt":0.3598683975141538,"score_spread":0.2979994444717334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416171114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880401,0.00018754177,0.0032494252,0.0025717688,0.0003340974,0.00075523293,0.000026667403,0.00003285031,0.0048023],"genre_scores_gemma":[0.9891662,0.00001546791,0.0013764742,0.0005306686,0.00010198188,0.000042839863,0.000036124704,0.000019634868,0.008710633],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977208,0.00010633334,0.000781212,0.0003191382,0.0007936821,0.0002788417],"domain_scores_gemma":[0.9967205,0.0019841765,0.00029666122,0.0006120159,0.00030174016,0.00008492811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040742024,0.00020867404,0.00071464735,0.000249553,0.000062877276,0.000014134464,0.00020597431,0.00012117424,0.00021119876],"category_scores_gemma":[0.0022471787,0.00012884951,0.00008503252,0.00083651143,0.00039063985,0.0001308433,0.00012247854,0.00049739744,0.0000033866122],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003613559,0.0004616942,0.9731469,0.00044820583,0.00009370588,0.0000042473,0.0027567,0.0005117049,0.0019383134,0.00025052088,0.019862661,0.0004891891],"study_design_scores_gemma":[0.0041311593,0.00030244494,0.98271346,0.004270111,0.00011348674,0.000019371028,0.0011309406,0.0023961056,0.0010695889,0.00001534417,0.0037911984,0.000046793095],"about_ca_topic_score_codex":0.00043442284,"about_ca_topic_score_gemma":0.0007164427,"teacher_disagreement_score":0.016071463,"about_ca_system_score_codex":0.00014727199,"about_ca_system_score_gemma":0.0003613131,"threshold_uncertainty_score":0.52543306},"labels":[],"label_agreement":null},{"id":"W4416221504","doi":"10.1186/s12877-025-06374-x","title":"The relationship between oral frailty and cognitive function in elderly patients with chronic diseases: the chain-mediated effect of nutrition status and the inflammatory marker CRP","year":2025,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Inflammation; C-reactive protein; Rehabilitation; Cognitive impairment; Activities of daily living","score_opus":0.009211738851381471,"score_gpt":0.24770537777449758,"score_spread":0.23849363892311612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416221504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929536,0.0038082027,0.00023458415,0.00039588535,0.00011895514,0.002353033,0.0000655284,0.000022037668,0.000048182003],"genre_scores_gemma":[0.99930143,0.00016563617,0.000011730954,0.000035681456,0.00007534559,0.00019792972,0.0001292206,0.000013146059,0.000069850816],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984926,0.0005367828,0.00029820568,0.00019414518,0.00026983596,0.00020844689],"domain_scores_gemma":[0.9905303,0.008890577,0.0001600682,0.00021461332,0.00014675624,0.000057653095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061671104,0.00015162937,0.0002461745,0.00011493424,0.00020886342,0.000036931546,0.00005894006,0.00009612613,0.0000033318368],"category_scores_gemma":[0.0030109435,0.000072140734,0.000040244136,0.0005175641,0.0003831383,0.00008546651,0.000051073403,0.00028168497,0.0000014790456],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031138882,0.000045187244,0.9898609,0.00044083316,0.00007099353,5.521768e-7,0.00018739505,0.0000017330702,9.4405897e-7,0.00011439613,0.00013725883,0.0060259327],"study_design_scores_gemma":[0.017166035,0.0006830946,0.9801485,0.00031579207,0.00066155253,4.2872443e-7,0.00017733521,0.00013093954,0.000005755586,0.0003961268,0.000241823,0.000072622766],"about_ca_topic_score_codex":0.00006944898,"about_ca_topic_score_gemma":0.0003181287,"teacher_disagreement_score":0.014052146,"about_ca_system_score_codex":0.00007916117,"about_ca_system_score_gemma":0.00018330188,"threshold_uncertainty_score":0.3604598},"labels":[],"label_agreement":null},{"id":"W4416341063","doi":"10.20944/preprints202511.1155.v1","title":"Progressive Strength Training Counteracts Frailty but Does not Improve Short-Term Autonomic Compensatory Responses During Active Standing Orthostatic Stress","year":2025,"lang":"","type":"preprint","venue":"Preprints.org","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Manitoba Medical Service Foundation","keywords":"Supine position; Orthostatic vital signs; Heart rate; Baroreceptor; Orthostatic intolerance; Blood pressure; Autonomic nervous system; Baroreflex","score_opus":0.11153799462362989,"score_gpt":0.37871077243391077,"score_spread":0.26717277781028087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416341063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96767884,0.00043739413,0.000093156654,0.00062483276,0.007050708,0.008531456,0.011036857,0.0008471096,0.003699662],"genre_scores_gemma":[0.97747916,0.00067225256,0.00047801752,0.00020808585,0.0012747919,0.0017149106,0.00067384425,0.00037009383,0.017128818],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9818677,0.001735095,0.004492364,0.0062506273,0.002394006,0.003260257],"domain_scores_gemma":[0.9846891,0.0039750794,0.0030395752,0.0053369743,0.0014543363,0.0015049214],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0020779879,0.003226541,0.00438294,0.0016153583,0.0012408273,0.00037689536,0.0026305455,0.0017951215,0.0030334499],"category_scores_gemma":[0.0045831245,0.003187672,0.0012601849,0.0005223167,0.001534857,0.001083476,0.0064565064,0.0077040996,0.0004949144],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.013468763,0.0016974262,0.68103856,0.009149187,0.0061085136,0.0031210002,0.062132485,0.00050393504,0.20492613,0.000077923534,0.0000052493065,0.017770808],"study_design_scores_gemma":[0.0045590894,0.00023360159,0.4931508,0.019907353,0.0015344046,0.000099532845,0.018211171,0.0015965416,0.45837486,0.000060059363,0.00014616428,0.002126438],"about_ca_topic_score_codex":0.00062337756,"about_ca_topic_score_gemma":0.0003625759,"teacher_disagreement_score":0.2534487,"about_ca_system_score_codex":0.006004591,"about_ca_system_score_gemma":0.0058958107,"threshold_uncertainty_score":0.9997398},"labels":[],"label_agreement":null},{"id":"W4416346451","doi":"10.7759/cureus.97105","title":"Implant Therapy and Frailty: Outcomes, Risk Stratification, and Decision Algorithms","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Quality of life (healthcare); Scale (ratio); Psychological resilience; Implant; Predictability; Clinical decision making; Resilience (materials science)","score_opus":0.03091290689667274,"score_gpt":0.32966863105918,"score_spread":0.29875572416250723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416346451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.981988,0.008302694,0.0041585234,0.003155591,0.0003816475,0.0005110064,0.000049565188,0.00008260476,0.0013703484],"genre_scores_gemma":[0.97088087,0.008507834,0.01713565,0.0013322592,0.00008522025,0.00003372703,0.000048183996,0.00002055589,0.0019556987],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99924415,0.000018835519,0.00020096166,0.00026325407,0.0001380239,0.00013476716],"domain_scores_gemma":[0.99923575,0.00021210816,0.000048749924,0.00034423644,0.00006971856,0.00008943313],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014234401,0.00012458132,0.00021111668,0.000056884608,0.00009135717,0.000035982313,0.00006105618,0.00009258152,0.000044422624],"category_scores_gemma":[0.0001858379,0.000091822876,0.000026715148,0.00010001772,0.00006768545,0.00006320631,0.000033129425,0.0001434873,0.0000078453895],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007290982,0.0000916939,0.16213071,0.000022455062,0.00012058089,0.000013477564,0.00033246176,5.4496087e-7,0.0007995165,0.00088124606,0.015474568,0.82005984],"study_design_scores_gemma":[0.0027319458,0.00018215676,0.94950444,0.000091407645,0.0000637006,0.000059894533,0.00014765612,0.0006026698,0.0007524594,0.009081926,0.036660306,0.00012145141],"about_ca_topic_score_codex":0.00019614484,"about_ca_topic_score_gemma":0.00009627041,"teacher_disagreement_score":0.81993836,"about_ca_system_score_codex":0.000027430127,"about_ca_system_score_gemma":0.000050452432,"threshold_uncertainty_score":0.37444282},"labels":[],"label_agreement":null},{"id":"W4416357319","doi":"10.1177/07334648251400491","title":"Frailty is Linked to Lower Subjective Life Expectancy in Korean Middle-Aged and Older Adults","year":2025,"lang":"en","type":"article","venue":"Journal of Applied Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Socioemotional selectivity theory; Life expectancy; Propensity score matching; Psychological intervention; Longitudinal study; Expectancy theory; Perception; Matching (statistics)","score_opus":0.024127865719027277,"score_gpt":0.2936646710510125,"score_spread":0.26953680533198526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416357319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.978692,0.0009798835,0.00052307505,0.0066235433,0.00053790567,0.00067399617,0.000004299731,0.000021841277,0.011943469],"genre_scores_gemma":[0.99122477,0.0000668134,0.0025598416,0.0051975534,0.00021334992,0.0000288895,0.0000020491498,0.00002380133,0.00068295415],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9980204,0.000052174884,0.00085648336,0.0003768641,0.00027078623,0.00042327328],"domain_scores_gemma":[0.9986132,0.00025688263,0.0002777513,0.0003223741,0.00020071809,0.0003290794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002857835,0.0002633502,0.00091701245,0.0005674396,0.00004843614,0.000016123573,0.00018915164,0.0003165337,0.00018738087],"category_scores_gemma":[0.00032246305,0.00023007671,0.00011667679,0.00036386648,0.00011458812,0.000076057135,0.0000829858,0.00074451935,0.000017242826],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.113466956,0.008599049,0.22025035,0.0024178212,0.00397006,0.0048173107,0.24943157,0.00007765609,0.04058325,0.006463966,0.13195083,0.21797118],"study_design_scores_gemma":[0.025227051,0.0020257053,0.9527842,0.0017432316,0.000261754,0.00042184885,0.008239235,0.0000719,0.0041274573,0.002400281,0.0022249916,0.00047236242],"about_ca_topic_score_codex":0.00006754286,"about_ca_topic_score_gemma":0.00058774964,"teacher_disagreement_score":0.7325338,"about_ca_system_score_codex":0.00021109085,"about_ca_system_score_gemma":0.0002700841,"threshold_uncertainty_score":0.9382256},"labels":[],"label_agreement":null},{"id":"W4416393893","doi":"10.1016/j.jgo.2025.102738","title":"Older adults with cancer clinic at Princess Margaret Cancer Centre: A multidisciplinary comprehensive care model of geriatric oncology","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Geriatric oncology; Referral; Cancer; Geriatrics; Multidisciplinary approach; Multidisciplinary team; Patient care; Nurse practitioners","score_opus":0.019697986891394303,"score_gpt":0.35615480524293114,"score_spread":0.33645681835153685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416393893","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.965831,0.017508816,0.00024307829,0.009718565,0.0026607017,0.0013805074,0.00012337841,0.000034617893,0.0024993236],"genre_scores_gemma":[0.97589207,0.009161318,0.008123315,0.000841236,0.0009213924,0.00009401002,0.00002773486,0.000074970136,0.0048639355],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99602276,0.0002966636,0.0018420563,0.0005661593,0.00059673766,0.0006756291],"domain_scores_gemma":[0.99386084,0.00067138165,0.0021608863,0.00048391573,0.0024586483,0.00036434756],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003074469,0.00045995973,0.0021076398,0.0007997324,0.00014359975,0.000009424268,0.00046548914,0.00065240875,0.000811838],"category_scores_gemma":[0.00012371402,0.00035067438,0.0004029011,0.0010146401,0.00034924474,0.00015642727,0.0003709922,0.0009947792,0.000013271906],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.08829001,0.006772707,0.4934443,0.009868692,0.0053648385,0.0036628658,0.04354677,0.019939594,0.0056602745,0.00006159622,0.1297131,0.19367525],"study_design_scores_gemma":[0.15266186,0.023911176,0.67460066,0.007971242,0.012078987,0.0027762873,0.029036487,0.011476097,0.0046001067,0.00018266725,0.07863146,0.0020729958],"about_ca_topic_score_codex":0.00043638019,"about_ca_topic_score_gemma":0.0019161904,"teacher_disagreement_score":0.19160226,"about_ca_system_score_codex":0.0035248091,"about_ca_system_score_gemma":0.006714274,"threshold_uncertainty_score":0.9998945},"labels":[],"label_agreement":null},{"id":"W4416393952","doi":"10.1016/j.jgo.2025.102493","title":"Supporting older adults with cancer and their support person through geriatric assessment and remote exercise and education: The SOAR trial initial feasibility results","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina; Sunnybrook Health Science Centre; Toronto Rehabilitation Institute; York University; University Health Network; University of Toronto; The Wilson Centre; Occupational Cancer Research Centre","funders":"","keywords":"Soar; Cancer; Activities of daily living; MEDLINE; Clinical trial","score_opus":0.027420859119395995,"score_gpt":0.3960547620711715,"score_spread":0.3686339029517755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416393952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96553683,0.004861507,0.00014011501,0.023716426,0.0015875847,0.0016906781,0.000025161851,0.000014460796,0.0024272234],"genre_scores_gemma":[0.98743653,0.004740667,0.004324682,0.0008981462,0.0014457792,0.000026907423,0.000011296527,0.000022697686,0.0010933176],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997744,0.00023192907,0.0009837055,0.00041566367,0.00028094972,0.0003437121],"domain_scores_gemma":[0.99737203,0.0006019306,0.0010330462,0.00029440396,0.00050651334,0.00019210327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015291884,0.00026880295,0.00085516163,0.0002244741,0.00021290986,0.00006033156,0.0001299622,0.000230815,0.00006237204],"category_scores_gemma":[0.00038968315,0.00015734645,0.00009497146,0.0004157266,0.00026982377,0.00023664799,0.000086825254,0.00066222047,3.9880726e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.11996907,0.0012454598,0.0152362995,0.0008635131,0.0004703082,0.00022132778,0.018107558,0.0000026599594,0.00013410268,0.000034188575,0.036403336,0.8073122],"study_design_scores_gemma":[0.34150085,0.02289988,0.5398818,0.002770945,0.004201111,0.0075423117,0.045555957,0.00036027678,0.0004517986,0.0012142533,0.03275307,0.00086768507],"about_ca_topic_score_codex":0.00026699097,"about_ca_topic_score_gemma":0.00010633775,"teacher_disagreement_score":0.80644447,"about_ca_system_score_codex":0.00039634175,"about_ca_system_score_gemma":0.0040709344,"threshold_uncertainty_score":0.7221663},"labels":[],"label_agreement":null},{"id":"W4416393978","doi":"10.1016/j.jgo.2025.102670","title":"Characterizing goals-of-care discussions in geriatric oncology clinic: A retrospective chart review","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Geriatric oncology; Chart; MEDLINE; Retrospective cohort study; Geriatric care","score_opus":0.020986896140519063,"score_gpt":0.38180023701725413,"score_spread":0.36081334087673506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416393978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5389755,0.1677184,0.00030596514,0.18694983,0.014552711,0.004716301,0.0000880321,0.00009939088,0.08659389],"genre_scores_gemma":[0.8565967,0.12555173,0.0061516454,0.0056921425,0.0019866454,0.000077001365,0.000028948423,0.00006604605,0.0038491595],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99550414,0.00064565043,0.0026203245,0.00036807373,0.00038443698,0.00047737116],"domain_scores_gemma":[0.9956932,0.0007847671,0.002000457,0.00043994602,0.0008522783,0.00022931976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017851844,0.00029190566,0.0025992838,0.0012393108,0.0000662272,0.0000083513405,0.000380166,0.000500545,0.00074268074],"category_scores_gemma":[0.0029048198,0.00021812844,0.0005718124,0.0018714358,0.00014456989,0.00018041812,0.00018113284,0.0013661339,0.000053143398],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008407566,0.006642085,0.21509281,0.014166167,0.0015543951,0.0048401067,0.007173185,0.000005433495,0.020399664,0.00057959737,0.18662454,0.5345144],"study_design_scores_gemma":[0.011935545,0.011742722,0.52979904,0.007878961,0.0018305788,0.001641138,0.001862753,0.000009457677,0.0004228231,0.00036084093,0.43215173,0.00036440085],"about_ca_topic_score_codex":0.000021671118,"about_ca_topic_score_gemma":0.000048412017,"teacher_disagreement_score":0.53415006,"about_ca_system_score_codex":0.0020167627,"about_ca_system_score_gemma":0.0026931248,"threshold_uncertainty_score":0.8895019},"labels":[],"label_agreement":null},{"id":"W4416394025","doi":"10.1016/j.jgo.2025.102368","title":"Assessment of risk of bias in mortality risk prediction models for older adults with cancer: A systematic review from YSIOG and SIOG NAHS members","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; Toronto Rehabilitation Institute; Canadian Centre for Applied Research in Cancer Control; University of British Columbia","funders":"","keywords":"Predictive modelling; Risk assessment; MEDLINE; Risk management tools","score_opus":0.021183143927064888,"score_gpt":0.3521809055288835,"score_spread":0.3309977616018186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416394025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.954888,0.03813391,0.0032380475,0.00045632067,0.00040046757,0.002410014,0.00029791702,0.0000067834503,0.00016857256],"genre_scores_gemma":[0.9310902,0.062465794,0.006116726,0.00009452413,0.00008267106,0.00010108857,0.0000096959575,0.000012997124,0.000026336473],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99689335,0.00050403835,0.0018474892,0.00021097154,0.00038144522,0.00016271307],"domain_scores_gemma":[0.99461675,0.0014785879,0.002873106,0.00027828998,0.00065910106,0.000094167524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019092584,0.0001691284,0.0019731845,0.00036178168,0.000025647925,0.0000038601133,0.00011886423,0.00016190327,0.000028955517],"category_scores_gemma":[0.0012181601,0.00011425347,0.00019224513,0.00047861284,0.00006947985,0.00012024673,0.000033397664,0.0003536925,7.223832e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003365103,0.0020794875,0.54674107,0.42330372,0.0047248313,0.000081552134,0.0028292416,0.0052632205,0.00017092355,0.00007043908,0.0038081286,0.0075622844],"study_design_scores_gemma":[0.022382416,0.003919568,0.7029234,0.21813054,0.019614281,0.00010796836,0.0014041084,0.030418243,0.00011806046,0.0007342618,0.000052511336,0.00019458376],"about_ca_topic_score_codex":0.002150507,"about_ca_topic_score_gemma":0.00085687777,"teacher_disagreement_score":0.20517318,"about_ca_system_score_codex":0.00040794085,"about_ca_system_score_gemma":0.0009355677,"threshold_uncertainty_score":0.46591213},"labels":[{"model":"gemma","categories":["metaresearch"],"domain":"methods","study_design":"systematic_review","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"split"},{"id":"W4416394057","doi":"10.1016/j.jgo.2025.102522","title":"An assessment of patient feasibility and usability of the Comprehensive Health Assessment for My Plan (CHAMP) tool for older adults with cancer","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Sunnybrook Health Science Centre; University of Waterloo; University Health Network; University of Toronto; Health Sciences Centre","funders":"","keywords":"Usability; Health assessment; Plan (archaeology); Cancer; MEDLINE; Health plan; Risk assessment","score_opus":0.02539359029149215,"score_gpt":0.4084611702926565,"score_spread":0.38306758000116437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416394057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98525864,0.0006063273,0.0046783877,0.005280804,0.0006562235,0.0033132145,0.0001541182,0.000004413533,0.000047864287],"genre_scores_gemma":[0.96888834,0.00016970429,0.030107945,0.00060241827,0.000105087085,0.0000900548,0.0000077355,0.000010785307,0.000017952581],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776757,0.0002994495,0.0011315937,0.00025362908,0.00031158968,0.0002361985],"domain_scores_gemma":[0.99592894,0.000859689,0.0014723811,0.00035323203,0.0012659181,0.00011981657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008614028,0.00016073813,0.0009993779,0.00012896226,0.00007926582,0.0000057985535,0.000150131,0.00011779567,0.000019591776],"category_scores_gemma":[0.00015482555,0.00009790726,0.00017013072,0.00021226163,0.00018348305,0.000073015035,0.000049398986,0.00026154023,1.2206076e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01058946,0.0053194654,0.82160157,0.006226958,0.0007610398,0.000005234865,0.0035698928,0.000503498,0.0014544975,0.00028901803,0.0046261665,0.14505322],"study_design_scores_gemma":[0.013564597,0.015296793,0.96478254,0.000541135,0.00027115375,0.000052916737,0.0021241335,0.0007296351,0.00035123716,0.00024017674,0.0019595886,0.00008612238],"about_ca_topic_score_codex":0.0001788967,"about_ca_topic_score_gemma":0.00030105427,"teacher_disagreement_score":0.1449671,"about_ca_system_score_codex":0.0010042995,"about_ca_system_score_gemma":0.00404952,"threshold_uncertainty_score":0.71836746},"labels":[],"label_agreement":null},{"id":"W4416394110","doi":"10.1016/j.jgo.2025.102518","title":"Feasibility analysis of geriatric assessment and remote symptom monitoring in older men with advanced prostate cancer on androgen receptor pathway inhibitor","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre; St. Michael's Hospital; Varian Medical Systems (Canada); Sunnybrook Health Science Centre; Toronto General Hospital; University Health Network","funders":"","keywords":"Prostate cancer; Androgen receptor; MEDLINE; Androgen","score_opus":0.012724448007373797,"score_gpt":0.34808989272893603,"score_spread":0.3353654447215622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416394110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99395126,0.0019458041,0.00013088693,0.0018647668,0.0005539101,0.00076201395,0.000017067347,0.000011339526,0.00076297217],"genre_scores_gemma":[0.9882355,0.0023901192,0.008648752,0.00006321653,0.00024707214,0.000016266928,0.000004633894,0.000019007319,0.00037545303],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99756145,0.00024979678,0.0011037849,0.00035470736,0.00042125132,0.00030902238],"domain_scores_gemma":[0.99771357,0.00038159828,0.0009524747,0.00029102364,0.00049602776,0.00016529052],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009154652,0.00023033896,0.0013078381,0.0014567155,0.00004424361,0.000013928438,0.00012607951,0.00019181486,0.000053563734],"category_scores_gemma":[0.00017684209,0.00017268,0.00016590203,0.002271667,0.000079595935,0.00013822483,0.00006045757,0.00051520736,4.6146485e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047512837,0.0009017954,0.8333523,0.0003221523,0.0016313491,0.00016245242,0.0010311925,0.0011194631,0.011902196,0.000007745823,0.00031905636,0.14449897],"study_design_scores_gemma":[0.012223059,0.0035546937,0.9749529,0.00053214893,0.0019748986,0.0000439127,0.0006981663,0.000528875,0.004345843,0.00003392836,0.0009299644,0.00018161793],"about_ca_topic_score_codex":0.00010833542,"about_ca_topic_score_gemma":0.00009028728,"teacher_disagreement_score":0.14431736,"about_ca_system_score_codex":0.0016360467,"about_ca_system_score_gemma":0.0013532268,"threshold_uncertainty_score":0.7041686},"labels":[],"label_agreement":null},{"id":"W4416394238","doi":"10.1016/j.jgo.2025.102459","title":"Clinician perspectives on a novel geriatric assessment tool for older adults with cancer","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Michael's Hospital; Health Sciences Centre; University of Waterloo; Sunnybrook Health Science Centre; University of Toronto; University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Cancer; Geriatric oncology; MEDLINE; Multimorbidity; Geriatrics","score_opus":0.014801214656211552,"score_gpt":0.3767163247819932,"score_spread":0.36191511012578165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416394238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9282684,0.0034024168,0.019783745,0.032527212,0.00438038,0.002770863,0.000058780333,0.000053859352,0.008754399],"genre_scores_gemma":[0.95044464,0.0011767809,0.03936576,0.002276942,0.0025939094,0.00015960081,0.0000057570683,0.000049069524,0.003927515],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978491,0.00008453972,0.00094123813,0.00036087542,0.00037292214,0.00039133537],"domain_scores_gemma":[0.99674827,0.00087798847,0.0008779989,0.00028121375,0.0010645232,0.00015003084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006977292,0.00025455104,0.0009594641,0.00071897975,0.00009639248,0.000023395187,0.000212619,0.000264042,0.00019538727],"category_scores_gemma":[0.0004718901,0.00018183769,0.0003082038,0.0006713822,0.000083118655,0.00011238658,0.000037796806,0.00063394045,0.0000041730655],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.072477095,0.020781355,0.05813055,0.0025767698,0.006055351,0.0010006387,0.013173071,0.0008024102,0.0043181796,0.004324786,0.22531149,0.5910483],"study_design_scores_gemma":[0.086864516,0.031937093,0.7250354,0.0021018966,0.0032353054,0.0010556363,0.010986732,0.0005839731,0.00039742395,0.00019381371,0.13695675,0.00065140636],"about_ca_topic_score_codex":0.000038116872,"about_ca_topic_score_gemma":0.000037160393,"teacher_disagreement_score":0.66690487,"about_ca_system_score_codex":0.0013803522,"about_ca_system_score_gemma":0.0031932194,"threshold_uncertainty_score":0.74151254},"labels":[],"label_agreement":null},{"id":"W4416394253","doi":"10.1016/j.jgo.2025.102519","title":"Recovery after major elective surgery in frail older adults: Preliminary results from the frail sub-study of the FIT after surgery study","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Foothills Medical Centre; University Health Network; Ottawa Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Sinai Health System; Providence Health Care; Kingston General Hospital; Trillium Health Centre; The Wilson Centre; Toronto Public Health; University of British Columbia","funders":"","keywords":"Elective surgery; MEDLINE; Geriatrics; Surgical procedures; Minimal clinically important difference","score_opus":0.013301657118869086,"score_gpt":0.280200140393649,"score_spread":0.2668984832747799,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416394253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838379,0.003181987,0.0000066424777,0.007518361,0.0032763893,0.0019316978,0.00006123528,0.000014612254,0.00017119564],"genre_scores_gemma":[0.99688244,0.00032675124,0.000058232235,0.0011940757,0.00079616037,0.00017471725,0.000004575468,0.00004080219,0.00052221934],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99359334,0.0018673447,0.0027565935,0.000540865,0.0007130988,0.0005287365],"domain_scores_gemma":[0.98472106,0.011946879,0.0015637706,0.0009439672,0.00070048927,0.00012382334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030344455,0.00039593613,0.0017164582,0.00084371946,0.000094319425,0.000027728316,0.00047243555,0.0003848203,0.00015744194],"category_scores_gemma":[0.004983057,0.00023753589,0.0006261046,0.0017774221,0.00015436868,0.00022669855,0.0003072207,0.0014399815,0.0000115056355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.07934417,0.00854586,0.8175196,0.00007762452,0.00094071066,0.0014890468,0.010241806,0.000017811923,0.000037639147,1.2598534e-7,0.066257305,0.015528304],"study_design_scores_gemma":[0.009847982,0.004515029,0.9737906,0.0008830383,0.0009114304,0.00013956727,0.008210544,0.00000833301,0.0000832533,0.000058818223,0.0013584488,0.00019295307],"about_ca_topic_score_codex":0.0011930658,"about_ca_topic_score_gemma":0.003103447,"teacher_disagreement_score":0.15627101,"about_ca_system_score_codex":0.0007217561,"about_ca_system_score_gemma":0.001976526,"threshold_uncertainty_score":0.96864325},"labels":[],"label_agreement":null},{"id":"W4416394304","doi":"10.1016/j.jgo.2025.102564","title":"The Edmonton Frail Scale as a predictor of chemotherapy-related adverse events in elderly cancer patients","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cancer; Adverse effect; Scale (ratio); MEDLINE","score_opus":0.0053478653211387955,"score_gpt":0.29513749560475305,"score_spread":0.28978963028361426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416394304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.987148,0.0013629213,0.000011446864,0.0066904873,0.0017414121,0.00045481842,0.000005069965,0.000007357281,0.0025784937],"genre_scores_gemma":[0.9941706,0.0016286978,0.0002134418,0.0003773964,0.00016980938,0.000014060441,0.0000019289848,0.00001505963,0.0034089873],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99800557,0.00016067176,0.0010862972,0.00013832103,0.00035248892,0.00025663586],"domain_scores_gemma":[0.998143,0.0003212741,0.0008028445,0.00018764107,0.00044449902,0.000100744546],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000533058,0.0001377926,0.00057382614,0.0003323368,0.000044982466,0.0000019523284,0.00023515159,0.0002520589,0.00018794494],"category_scores_gemma":[0.0004280904,0.000093606446,0.0001858025,0.00059673336,0.000089988374,0.00008441827,0.000039808263,0.00048322027,0.0000067291103],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005102483,0.002230615,0.8384193,0.0001447997,0.00063947827,0.00006362858,0.0021069616,0.000070051494,0.0017768412,0.000023889392,0.018219454,0.13120246],"study_design_scores_gemma":[0.019097274,0.0041828416,0.9436564,0.00040205504,0.0002591384,0.00004787763,0.00028696808,0.00006335715,0.00052647205,0.00058086717,0.030807259,0.00008947686],"about_ca_topic_score_codex":0.0002374007,"about_ca_topic_score_gemma":0.0003068906,"teacher_disagreement_score":0.131113,"about_ca_system_score_codex":0.0006693807,"about_ca_system_score_gemma":0.001264064,"threshold_uncertainty_score":0.381716},"labels":[],"label_agreement":null},{"id":"W4416394318","doi":"10.1016/j.jgo.2025.102508","title":"The benefits of geriatric assessment-driven interventions in older adults with cancer: A SIOG taskforce systematic review","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Psychological intervention; MEDLINE; Context (archaeology); Geriatric oncology; Geriatrics","score_opus":0.014589357113806448,"score_gpt":0.3531662501718079,"score_spread":0.3385768930580015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416394318","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36600718,0.5764994,0.0012058343,0.039408956,0.0032402072,0.008704464,0.00005037966,0.000042800064,0.0048408],"genre_scores_gemma":[0.8611864,0.13127244,0.002982762,0.00091237866,0.00032130757,0.00033923288,0.000008257625,0.000041602107,0.0029356503],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9964297,0.00044382922,0.0021970568,0.0001951138,0.00042863225,0.0003057023],"domain_scores_gemma":[0.9956486,0.0009000367,0.0021427963,0.0003972723,0.0008012783,0.00011002193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013613657,0.00020803495,0.0016531483,0.0005777383,0.00007237513,0.000015076498,0.00039711897,0.00014542998,0.00009764302],"category_scores_gemma":[0.000787412,0.00012132924,0.00041109274,0.0014665961,0.0000870148,0.000116269155,0.000086411324,0.0005698584,0.0000032547846],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026108935,0.0036893985,0.032769527,0.8713194,0.003174162,0.0005411151,0.0014985445,0.0007801321,0.00017240585,0.001086738,0.048423722,0.03393398],"study_design_scores_gemma":[0.021348186,0.0068814317,0.16471611,0.789813,0.01010656,0.0019297132,0.0017587318,0.00041288894,0.0000593519,0.00009492924,0.0024906085,0.00038852342],"about_ca_topic_score_codex":0.000098694894,"about_ca_topic_score_gemma":0.0004994128,"teacher_disagreement_score":0.4951792,"about_ca_system_score_codex":0.0007306278,"about_ca_system_score_gemma":0.0014280035,"threshold_uncertainty_score":0.4947663},"labels":[],"label_agreement":null},{"id":"W4416394395","doi":"10.1016/j.jgo.2025.102669","title":"Interventions to improve health care provider implementation and patient adherence of patients to recommendations on geriatric assessment and management in older adults: A scoping review","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Cancer Agency; Université de Sherbrooke; Jewish General Hospital; Toronto Public Health; McGill University Health Centre; Sunnybrook Health Science Centre; Toronto Rehabilitation Institute; University Health Network; University of Toronto; University of British Columbia","funders":"","keywords":"Psychological intervention; Health care; MEDLINE; Disease management; Patient care","score_opus":0.02157536437165137,"score_gpt":0.4423432750971403,"score_spread":0.4207679107254889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416394395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88711137,0.023469951,0.0024052227,0.06659407,0.0019391268,0.017703148,0.00009687642,0.000016850718,0.00066336594],"genre_scores_gemma":[0.90255934,0.030461458,0.054933205,0.011111293,0.00009089973,0.00068630505,0.000059616796,0.00002879189,0.00006909131],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978147,0.0001907336,0.0013691855,0.00023235167,0.00020320863,0.00018979443],"domain_scores_gemma":[0.9985145,0.0001146308,0.00071291276,0.00014756845,0.00035983053,0.00015055753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039992636,0.00012842237,0.00056026515,0.00076600234,0.00004615639,0.00001104197,0.00007137501,0.000043583357,0.00005495693],"category_scores_gemma":[0.00011918776,0.000114215414,0.0000761971,0.00059152365,0.000012841386,0.00008548376,0.00012674434,0.00016889698,9.719048e-7],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031271577,0.00067085936,0.009837816,0.020740315,0.000059102676,0.000008156487,0.0019013686,0.0000029188345,0.000006627791,0.000035394994,0.009770502,0.95665425],"study_design_scores_gemma":[0.020843508,0.033963457,0.7846415,0.14396343,0.0006019046,0.000026261192,0.011674541,0.000006079842,0.000063773696,0.000043719443,0.003881791,0.0002900075],"about_ca_topic_score_codex":0.000072684605,"about_ca_topic_score_gemma":0.00034689627,"teacher_disagreement_score":0.9563642,"about_ca_system_score_codex":0.0008869914,"about_ca_system_score_gemma":0.00047834392,"threshold_uncertainty_score":0.46575695},"labels":[],"label_agreement":null},{"id":"W4416402596","doi":"10.3389/fneur.2025.1701866","title":"The impact of frailty on cognitive outcomes in elderly patients with post-stroke subjective cognitive complaints","year":2025,"lang":"en","type":"article","venue":"Frontiers in Neurology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Cognition; Montreal Cognitive Assessment; Intervention (counseling); Association (psychology); Frailty Index; Baseline (sea)","score_opus":0.008397157005454882,"score_gpt":0.2791745156851327,"score_spread":0.2707773586796778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416402596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932055,0.000077004916,0.0002066827,0.00091313757,0.00049811386,0.0015212884,0.00035333534,0.000021558597,0.0032033804],"genre_scores_gemma":[0.9981656,0.000018765242,0.000060753213,0.0012347999,0.000011126545,0.00007176105,0.00006243166,0.000023358763,0.00035140722],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99809945,0.0003343985,0.0004044881,0.00043735918,0.00025049067,0.0004738134],"domain_scores_gemma":[0.9976498,0.0014919944,0.00016661253,0.00024911299,0.00037349013,0.000069020294],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015397207,0.00028070997,0.00069677376,0.0005468643,0.0000668744,0.000008503677,0.00016941583,0.00018439007,0.000012742752],"category_scores_gemma":[0.0015205672,0.00018194152,0.00012836144,0.00039176247,0.00057188794,0.000063526524,0.000062653395,0.00078999903,0.0000057984203],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015257464,0.0007754064,0.97089684,0.000020417147,0.00037066924,0.000084894935,0.0005924416,0.000017375873,0.00001492619,0.00001644567,0.0004510615,0.011502038],"study_design_scores_gemma":[0.012279515,0.008738092,0.9775346,0.00021971368,0.0000678889,0.0000052056293,0.0005233677,0.00010601002,0.00017437046,0.00020864901,0.000018692896,0.0001239174],"about_ca_topic_score_codex":0.00048144578,"about_ca_topic_score_gemma":0.0006490954,"teacher_disagreement_score":0.011378121,"about_ca_system_score_codex":0.0001223059,"about_ca_system_score_gemma":0.00019910837,"threshold_uncertainty_score":0.741936},"labels":[],"label_agreement":null},{"id":"W4416445386","doi":"10.1016/j.ejim.2025.106595","title":"Frailty measurement in research and clinical practice: An updated review","year":2025,"lang":"en","type":"article","venue":"European Journal of Internal Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Frailty Index; Checklist; Grip strength; Geriatrics; MEDLINE; Scale (ratio); Frailty syndrome; Index (typography)","score_opus":0.28063337324429044,"score_gpt":0.5162161449754501,"score_spread":0.23558277173115966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416445386","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24128363,0.15057616,0.0023397666,0.3486653,0.0037782714,0.0014922502,0.0000030918634,0.00005442281,0.25180712],"genre_scores_gemma":[0.94281507,0.02802619,0.0030435422,0.02223443,0.0016091948,0.0000014576668,0.0000048654,0.000047500023,0.0022177848],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937032,0.0023870254,0.0019614906,0.00026828458,0.0014103565,0.00026966157],"domain_scores_gemma":[0.9957295,0.00043552418,0.0004566023,0.00038469688,0.002602139,0.00039153185],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.028558776,0.00016085594,0.0007168323,0.00052662194,0.000037381098,0.000017352771,0.00036632334,0.000038576665,0.00026320884],"category_scores_gemma":[0.019393891,0.00010741626,0.00007464461,0.0005009858,0.00039925464,0.00021669942,0.0001275337,0.0019969572,0.000025882193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040705176,0.001593482,0.030306783,0.0010278404,0.00068718276,0.013819096,0.0006939188,5.390868e-7,0.0021149612,0.00022716567,0.58169043,0.36376807],"study_design_scores_gemma":[0.011982549,0.013444709,0.23692375,0.08905922,0.00044876937,0.0039705294,0.0009672689,0.00004120422,0.00014229558,0.00014910936,0.6427218,0.00014884648],"about_ca_topic_score_codex":0.000048474405,"about_ca_topic_score_gemma":0.000020445208,"teacher_disagreement_score":0.7015314,"about_ca_system_score_codex":0.00019557484,"about_ca_system_score_gemma":0.00024050559,"threshold_uncertainty_score":0.98979586},"labels":[],"label_agreement":null},{"id":"W4416458201","doi":"10.3390/curroncol32120652","title":"Outcomes Following Colorectal Cancer Resection in Elderly Patients","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Colorectal cancer; Comorbidity; Charlson comorbidity index; Multivariate analysis; Resection; Retrospective cohort study; Risk stratification; Colon resection; Mortality rate","score_opus":0.05697052438032479,"score_gpt":0.4292065997225193,"score_spread":0.3722360753421945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416458201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845964,0.0006986272,0.000026208098,0.0024453737,0.00737809,0.0005567655,0.0000053850003,0.000049682236,0.004243471],"genre_scores_gemma":[0.99865746,0.00006376093,0.000060064023,0.00019835905,0.000060732975,0.00018484438,0.00003258503,0.000009340615,0.0007328491],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989557,0.00007666357,0.00029310174,0.0002562118,0.00015212304,0.00026616687],"domain_scores_gemma":[0.9995204,0.00015701917,0.000055021395,0.00012603858,0.00008450163,0.000057016245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012644932,0.000119326025,0.00035371727,0.00026283553,0.000041743326,0.000005926871,0.00007720631,0.0001349125,0.00006562486],"category_scores_gemma":[0.0004321387,0.00010731315,0.00009912799,0.00033657844,0.000039773022,0.0000581384,0.00005501157,0.00034530042,0.000022480901],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013262368,0.0005215939,0.8290775,0.0000709033,0.000044451644,0.000010542733,0.000270757,0.0000025539555,0.00009746418,0.00003269723,0.005051996,0.16468693],"study_design_scores_gemma":[0.0056449366,0.0006456345,0.9548946,0.00030798456,0.000063754516,8.8561814e-7,0.00008012069,0.00007755867,0.00029394476,0.0001239258,0.03778297,0.000083672036],"about_ca_topic_score_codex":0.00018641447,"about_ca_topic_score_gemma":0.002322733,"teacher_disagreement_score":0.16460326,"about_ca_system_score_codex":0.0008531502,"about_ca_system_score_gemma":0.00030282605,"threshold_uncertainty_score":0.4376103},"labels":[],"label_agreement":null},{"id":"W4416460554","doi":"10.3390/pharmacy13060170","title":"Medication Use by Older Adults with Frailty: A Scoping Review","year":2025,"lang":"en","type":"article","venue":"Pharmacy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Institute for Aging; University of Waterloo","funders":"Canadian Frailty Network","keywords":"Polypharmacy; Beers Criteria; Deprescribing; MEDLINE; Older people; Systematic review; Geriatrics; Multimorbidity","score_opus":0.03744042005930271,"score_gpt":0.383602132145338,"score_spread":0.3461617120860353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416460554","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20203394,0.4902683,0.011879098,0.24689724,0.0016256499,0.019801147,0.00011167722,0.0016318212,0.025751144],"genre_scores_gemma":[0.77354723,0.108439445,0.0031942646,0.098646134,0.00031834058,0.00097144843,0.0006288851,0.00010433537,0.014149896],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99873495,0.00004633164,0.00031456692,0.00033519245,0.000330984,0.00023799262],"domain_scores_gemma":[0.9990878,0.00013159621,0.000093598836,0.00038397024,0.00015243987,0.00015059252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015198828,0.00016764057,0.00031787908,0.000077681514,0.00005632808,0.000019491465,0.00012045032,0.000029324985,0.0007153895],"category_scores_gemma":[0.0003239756,0.00013284806,0.00005020599,0.00036402504,0.00006290319,0.00022157036,0.000040241914,0.00022828492,0.00009559138],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041698883,0.0004350333,0.017747736,0.033834882,0.00025058832,0.00005910944,0.0005016058,5.027754e-7,0.0013954076,0.00004342346,0.75482196,0.19049275],"study_design_scores_gemma":[0.019307947,0.00013830943,0.0066406317,0.72107863,0.0011463352,0.00012149209,0.00006229617,0.0005957841,0.019857092,0.000015589678,0.23050621,0.00052967656],"about_ca_topic_score_codex":0.00017098505,"about_ca_topic_score_gemma":0.00001947126,"teacher_disagreement_score":0.68724376,"about_ca_system_score_codex":0.00006273088,"about_ca_system_score_gemma":0.00025326986,"threshold_uncertainty_score":0.7833013},"labels":[],"label_agreement":null},{"id":"W4416550882","doi":"10.1016/j.exger.2025.112971","title":"Less habitual knee-bent sitting and more lying time are associated with worse frailty, mobility and balance in long-term care residents","year":2025,"lang":"en","type":"article","venue":"Experimental Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton; Nova Scotia Hospital; Université de Sherbrooke; University of New Brunswick; Dalhousie University; Nova Scotia Health Authority","funders":"Nova Scotia Health Authority; Canadian Institutes of Health Research; Nova Scotia Health Research Foundation","keywords":"Sitting; Balance (ability); Body mass index; Activities of daily living; Balance test; Lying; Index (typography)","score_opus":0.02386243350411831,"score_gpt":0.3273640635497237,"score_spread":0.3035016300456054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416550882","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902312,0.0075703813,0.000011766702,0.0004598174,0.000110884124,0.0007253754,0.000012122006,0.000069724854,0.00080871594],"genre_scores_gemma":[0.99814004,0.000012298927,0.00015594794,0.00032044906,0.000026270713,0.00008690547,0.000064596876,0.000020702353,0.0011727667],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983805,0.00011102795,0.00032783792,0.0005848884,0.00019217769,0.0004035629],"domain_scores_gemma":[0.9992879,0.00013534512,0.00012022094,0.00028035336,0.00005968368,0.0001164697],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000113498514,0.00025855977,0.00056087034,0.000116626885,0.00010768121,0.000026595377,0.00008697703,0.00020132697,0.000043593056],"category_scores_gemma":[0.00012858084,0.00024341271,0.000031955846,0.00013990715,0.0003323923,0.00011402144,0.00020118867,0.00028106887,0.0000029002656],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036834434,0.00027562113,0.98342866,0.00015244992,0.000085875756,0.0002903814,0.007959741,0.0000025508814,0.0050371657,0.000010445507,0.00012206025,0.002266717],"study_design_scores_gemma":[0.004889333,0.0003156625,0.9708228,0.0011587669,0.000036479665,0.00006197436,0.015224402,0.00014723303,0.0071419002,0.0000055246687,0.0000039090573,0.00019197434],"about_ca_topic_score_codex":0.00046186973,"about_ca_topic_score_gemma":0.0015487463,"teacher_disagreement_score":0.012605807,"about_ca_system_score_codex":0.00044436386,"about_ca_system_score_gemma":0.00006322058,"threshold_uncertainty_score":0.9926082},"labels":[],"label_agreement":null},{"id":"W4416610156","doi":"10.3389/fragi.2025.1690493","title":"A community-based, medical student-led walking and education program was associated with a reduction in frailty levels among adults with elevated frailty","year":2025,"lang":"en","type":"article","venue":"Frontiers in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nova Scotia Health Authority; Saint John Regional Hospital; Dalhousie University; Université de Moncton; Université de Sherbrooke","funders":"Canada Research Chairs","keywords":"Physical activity; Activities of daily living; Reduction (mathematics); Disease; Value (mathematics); Preferred walking speed","score_opus":0.01520418647501567,"score_gpt":0.3141243415424496,"score_spread":0.29892015506743397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416610156","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99180806,0.000271869,0.0020323202,0.0024639645,0.00039726475,0.0021948686,0.000004495234,0.00022051473,0.00060661876],"genre_scores_gemma":[0.9882246,0.000017080532,0.0100876205,0.00043079472,0.000037331432,0.00049241853,0.00020492327,0.00004121666,0.00046397556],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974165,0.00049005856,0.00049949513,0.0004517017,0.00065485697,0.0004874115],"domain_scores_gemma":[0.998864,0.00013007871,0.00018846914,0.00043247148,0.00020589381,0.00017908469],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010199413,0.0003093304,0.0005734887,0.0007744428,0.0001838755,0.00006933677,0.00022726436,0.00026482117,0.000012792292],"category_scores_gemma":[0.0006458156,0.00026946425,0.00003632157,0.0015166478,0.0003517662,0.00023550364,0.00008027706,0.0015354037,4.8826547e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050746574,0.0014996435,0.8545915,0.0003377252,0.00017374063,0.000048841262,0.0065248297,0.000047916383,0.000071207025,0.000009843964,0.0010431551,0.13514416],"study_design_scores_gemma":[0.011204369,0.00047400623,0.9485324,0.016901951,0.00013312147,0.000023810984,0.013951721,0.007709104,0.00036929807,0.00014978329,0.00022628707,0.000324132],"about_ca_topic_score_codex":0.0011582765,"about_ca_topic_score_gemma":0.002673971,"teacher_disagreement_score":0.13482003,"about_ca_system_score_codex":0.0007599754,"about_ca_system_score_gemma":0.00095792767,"threshold_uncertainty_score":0.99997574},"labels":[],"label_agreement":null},{"id":"W4416633405","doi":"10.5334/ijic.apic3187","title":"Experiences of Older Adults Living with Frailty Transitioning from Hospital to Home —A Qualitative Descriptive Study","year":2024,"lang":"","type":"article","venue":"International Journal of Integrated Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Independent living; Qualitative research; Activities of daily living; Health care; Descriptive research; Older people; Independence (probability theory)","score_opus":0.01631214367738921,"score_gpt":0.3231225928072635,"score_spread":0.3068104491298743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416633405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97105855,0.007473722,0.011377644,0.0010154065,0.0072020926,0.00089101354,0.00071695755,0.000041036434,0.0002235594],"genre_scores_gemma":[0.99647593,0.000097138996,0.0020400959,0.00010760135,0.0009224966,0.000060642647,0.00007039428,0.00008124702,0.0001444627],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9940099,0.0004905761,0.0018493759,0.0006711689,0.0025782792,0.00040069333],"domain_scores_gemma":[0.9889004,0.0010412764,0.0007282019,0.00026441572,0.0086684665,0.00039721493],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057311356,0.0006023217,0.0010157214,0.0010932107,0.00008579826,0.00035015034,0.00091206504,0.00020071564,0.0016252089],"category_scores_gemma":[0.0010228892,0.0004495825,0.00043101786,0.00087275053,0.0003175906,0.0010257218,0.00009490034,0.001298701,0.000029926878],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019553099,0.0011087662,0.00407475,0.0001311375,0.004532267,0.0019692378,0.96789885,0.00018468051,0.0007248721,0.00002549261,0.00050597504,0.016888658],"study_design_scores_gemma":[0.0029741446,0.010036945,0.01083479,0.049617417,0.00057174533,0.00015725651,0.91999114,0.00027641226,0.0050160633,0.000023620702,0.00006181053,0.00043865552],"about_ca_topic_score_codex":0.0024355268,"about_ca_topic_score_gemma":0.00047965744,"teacher_disagreement_score":0.04948628,"about_ca_system_score_codex":0.0019025638,"about_ca_system_score_gemma":0.001892505,"threshold_uncertainty_score":0.9997956},"labels":[],"label_agreement":null},{"id":"W4416652525","doi":"10.5256/f1000research.158745.r297110","title":"Referee report. For: Derivation and validation of a mortality risk prediction model in older adults needing home care: Updating the RESPECT (Risk Evaluation for Support: Predictions for Elder-Life in their Communities Tool) algorithm for use with data from the interRAI Home Care Assessment System [version 1; peer review: 1 approved with reservations]","year":2024,"lang":"en","type":"article","venue":"Faculty of 1000 Research Ltd","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Ontario Ministry of Health and Long-Term Care; Associated Medical Services","keywords":"Risk assessment; Population; Predictive modelling","score_opus":0.16526062506407924,"score_gpt":0.4159078071816543,"score_spread":0.2506471821175751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416652525","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6975071,0.00095967366,0.23208651,0.004623854,0.00009715322,0.016827,0.047807842,0.00006603295,0.00002484671],"genre_scores_gemma":[0.89734787,0.0004664067,0.023170259,0.000017745837,0.00010480033,0.004628348,0.0740926,0.000053796215,0.000118165284],"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99584585,0.00060205284,0.0010658902,0.0005795487,0.0015819275,0.00032473644],"domain_scores_gemma":[0.9876959,0.0026764818,0.00054106384,0.0012607811,0.007764894,0.000060914765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010969217,0.00023078803,0.00047968226,0.00029339103,0.0004470867,0.00012103544,0.00039656955,0.00014406913,0.0000038713015],"category_scores_gemma":[0.0049662935,0.00014204408,0.000090656795,0.00055588206,0.00019091096,0.00085688155,0.000197605,0.00054969377,7.8752926e-8],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011174184,0.0009654067,0.48009464,0.054923963,0.0028919314,0.0000052943074,0.2111802,0.012103373,0.00050916907,0.0004953839,0.14333762,0.08231881],"study_design_scores_gemma":[0.0044344584,0.0011052799,0.071364015,0.013002785,0.0006145926,0.000007482162,0.09315396,0.8149115,0.00019087688,0.000118619304,0.00095104496,0.00014537947],"about_ca_topic_score_codex":0.005870354,"about_ca_topic_score_gemma":0.008417187,"teacher_disagreement_score":0.8028081,"about_ca_system_score_codex":0.00069466536,"about_ca_system_score_gemma":0.0008684747,"threshold_uncertainty_score":0.88742584},"labels":[],"label_agreement":null},{"id":"W4416763836","doi":"10.1186/s12877-025-06774-z","title":"Frailty as a predictor of postoperative outcomes in older gastroesophageal cancer patients: a systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cancer; Adverse effect; Rehabilitation; MEDLINE; Older people; Quality of life (healthcare)","score_opus":0.026970011458653756,"score_gpt":0.3240163912140824,"score_spread":0.29704637975542864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416763836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6388433,0.330701,0.0015058572,0.008551771,0.00030961636,0.017795036,0.0012964223,0.0001324136,0.00086455327],"genre_scores_gemma":[0.98363155,0.0015902567,0.0023452018,0.004483658,0.000011428662,0.0009916136,0.00006782683,0.000026345486,0.0068521416],"study_design_codex":"observational","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9978587,0.000223298,0.0009773942,0.00035100896,0.0003788343,0.000210742],"domain_scores_gemma":[0.99846226,0.0002858891,0.0003086207,0.00047086563,0.0003819401,0.00009044637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003438084,0.00024725473,0.0028810021,0.00044476052,0.000025749303,0.000014671283,0.0001264836,0.000088104796,0.0003264309],"category_scores_gemma":[0.0015911707,0.0001651263,0.0005611106,0.0013953455,0.000046196,0.00008156686,0.0000821028,0.00015081544,0.0000048197576],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006238498,0.00075611734,0.6879481,0.24342045,0.06516297,0.0000139200565,0.00093400304,0.000028743343,0.0000065021677,0.00015326784,0.0015035395,0.000010024791],"study_design_scores_gemma":[0.002522215,0.0001997471,0.34448317,0.002235007,0.6501347,0.0000024019976,0.000106466636,0.000076002696,0.000035107594,0.000026290654,0.000014213798,0.00016468752],"about_ca_topic_score_codex":0.0002953322,"about_ca_topic_score_gemma":0.00028960785,"teacher_disagreement_score":0.5849717,"about_ca_system_score_codex":0.000111632085,"about_ca_system_score_gemma":0.0001997676,"threshold_uncertainty_score":0.6733655},"labels":[],"label_agreement":null},{"id":"W4416786476","doi":"10.5770/cgj.28.889","title":"Frailty of Health Care Systems","year":2025,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Manitoba","funders":"","keywords":"Vulnerability (computing); Health care; Stressor; Parallels; Healthcare system; Frailty Index; MEDLINE","score_opus":0.020581454019010462,"score_gpt":0.2896484812416252,"score_spread":0.2690670272226147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416786476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.391426,0.30365357,0.007844734,0.13130234,0.028624643,0.0034974194,0.00076582556,0.00017231218,0.13271315],"genre_scores_gemma":[0.99442995,0.00032185495,0.0006566819,0.001345537,0.00035388386,0.0000033027077,0.000018761983,0.000017316224,0.002852726],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985916,0.000075535005,0.00055258337,0.00013465002,0.00023686813,0.00040878373],"domain_scores_gemma":[0.9983221,0.000038117007,0.00020305972,0.00026858397,0.0004616858,0.00070644135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003677231,0.00011467737,0.00038807176,0.0007736682,0.0001809723,0.00004362069,0.0001566513,0.000112257505,0.000066726854],"category_scores_gemma":[0.00025993978,0.00011026966,0.00010595218,0.0005835697,0.00003732175,0.0000476623,0.000013335408,0.00039160872,0.000012128806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006551481,0.000063567306,0.067121185,0.0023630993,0.00038359483,0.00050623395,0.0035610066,0.0001999978,0.00013502048,0.004106454,0.8127738,0.1087205],"study_design_scores_gemma":[0.002955942,0.00032783812,0.05078126,0.0009858061,0.00014851903,0.0010879185,0.0043800734,0.00012520334,0.00010958048,0.00014613867,0.9387061,0.00024561517],"about_ca_topic_score_codex":0.03076876,"about_ca_topic_score_gemma":0.026590204,"teacher_disagreement_score":0.6030039,"about_ca_system_score_codex":0.0013636986,"about_ca_system_score_gemma":0.008142771,"threshold_uncertainty_score":0.99748015},"labels":[],"label_agreement":null},{"id":"W4416786497","doi":"10.5770/cgj.28.872","title":"Physical, Psychological, Cognitive and Social Frailty Domains in Community-Dwelling Adults Aged 45–85: a Cross-sectional Analysis of the Canadian Longitudinal Study on Aging (CLSA)","year":2025,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; University of Saskatchewan; University of Calgary; Public Health Ontario; University of Toronto; McMaster University","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Longitudinal study; Frailty Index; Psychological intervention; Cognition; Frailty syndrome; Healthy aging; Ageing; Cognitive aging","score_opus":0.07266817390206497,"score_gpt":0.3797114761333695,"score_spread":0.3070433022313045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416786497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9959661,0.00006733518,0.000031245025,0.0015957208,0.0004272308,0.0005474682,0.0002378755,0.000009345997,0.0011177239],"genre_scores_gemma":[0.99854344,0.000011785555,0.000036990492,0.0009041647,0.00028815414,0.000013766876,0.000034724337,0.000017465321,0.00014948372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99740815,0.0005897905,0.0005779272,0.0003385924,0.00047451322,0.0006110473],"domain_scores_gemma":[0.9979054,0.00034906977,0.00025143713,0.00030321194,0.00060144125,0.0005894471],"candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0011394267,0.00025444155,0.0005895692,0.0021907114,0.0019135902,0.00023012795,0.0003515203,0.00021142609,0.000060640632],"category_scores_gemma":[0.00088890246,0.00021637314,0.0002440861,0.0038002096,0.0004086959,0.00009194084,0.000052304822,0.0024002583,0.0000024106585],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016991851,0.00039836566,0.98890966,0.000028784192,0.000794238,0.00019710063,0.007990192,0.0001395487,0.000012897136,0.0000616807,0.00054002844,0.00075759256],"study_design_scores_gemma":[0.0033168716,0.00027075454,0.99071425,0.00013089932,0.00068962027,0.00005189628,0.004066188,0.00028553777,0.000007939574,0.00020459604,0.00008917376,0.00017227567],"about_ca_topic_score_codex":0.44652262,"about_ca_topic_score_gemma":0.9757821,"teacher_disagreement_score":0.5292595,"about_ca_system_score_codex":0.0013359156,"about_ca_system_score_gemma":0.0017581024,"threshold_uncertainty_score":0.99990124},"labels":[],"label_agreement":null},{"id":"W4416828790","doi":"10.1016/j.archger.2025.106109","title":"Longitudinal association between pulmonary function and incident cognitive decline : Results of the SONIC cohort study","year":2025,"lang":"en","type":"article","venue":"Archives of Gerontology and Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Japan Science and Technology Agency; Japan Society for the Promotion of Science; Ministry of Health, Labour and Welfare","keywords":"Cognitive decline; Spirometry; Vital capacity; Longitudinal study; Cognition; Cohort study; Cohort; Pulmonary function testing","score_opus":0.0182717727047441,"score_gpt":0.2940961001039187,"score_spread":0.27582432739917456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416828790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950077,0.00081459235,0.00043958664,0.0013362891,0.00015511566,0.000654439,0.00003920106,0.000009814457,0.0015432459],"genre_scores_gemma":[0.9988589,0.00023660302,0.000092895185,0.000045943598,0.000048878395,0.000012114596,0.0000257168,0.0000042236443,0.0006746915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99888206,0.00018056929,0.00040506848,0.00023841452,0.00015822933,0.0001356361],"domain_scores_gemma":[0.9979699,0.0014409141,0.00030483154,0.00016221113,0.00008713451,0.000034959314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004211272,0.000101103455,0.00036405388,0.00011972605,0.000083358,0.0000037151651,0.000062591105,0.0000915084,0.000002417179],"category_scores_gemma":[0.0010358046,0.0000779322,0.000050077186,0.00015241222,0.00017245929,0.000038083203,0.00018011172,0.00018659976,3.06559e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011058642,0.0002153949,0.98253524,0.0000820533,0.000398811,0.000003077301,0.0005694609,6.602998e-7,0.00009107829,0.000047837966,0.00005077629,0.014899721],"study_design_scores_gemma":[0.00281953,0.0006014233,0.9932458,0.00006992956,0.0010723469,0.0000074336804,0.00039064806,0.000043316173,0.00011624861,0.0015449639,0.00003577391,0.000052586536],"about_ca_topic_score_codex":0.00025362137,"about_ca_topic_score_gemma":0.00043915422,"teacher_disagreement_score":0.014847134,"about_ca_system_score_codex":0.000022192004,"about_ca_system_score_gemma":0.00007616155,"threshold_uncertainty_score":0.3177983},"labels":[],"label_agreement":null},{"id":"W4416854455","doi":"10.1186/s12245-025-01061-5","title":"Comparison of two electronic medical record-based frailty assessment tools and their association with adverse outcomes in older hospitalized patients with urgent admissions","year":2025,"lang":"en","type":"article","venue":"International Journal of Emergency Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Angiology; Adverse effect; MEDLINE; Risk assessment; Electronic health record","score_opus":0.026855528157098213,"score_gpt":0.3985578055103251,"score_spread":0.3717022773532269,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416854455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9752138,0.00021591132,0.0027416209,0.019519866,0.0013106758,0.00038133597,0.000016626518,0.0000096139465,0.0005904957],"genre_scores_gemma":[0.9982651,0.00018399846,0.0005519763,0.0004312799,0.000105414285,0.0000120963805,0.000056954734,0.000014490108,0.00037872783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966064,0.00010294769,0.0012648611,0.00018798094,0.001610509,0.00022727957],"domain_scores_gemma":[0.9968872,0.0003552525,0.0009434787,0.00015173026,0.0013838948,0.0002784643],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006783335,0.00020830276,0.0007495687,0.00047405894,0.000027076114,0.0000034452985,0.00023576,0.00009325226,0.0022973476],"category_scores_gemma":[0.0026505857,0.00011944995,0.000099093,0.00029861202,0.00005656977,0.00014587872,0.00003514683,0.0005397838,4.5682543e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007222136,0.0012499444,0.99063873,0.00004069184,0.0008155023,0.000015119654,0.00033039466,0.000055752767,0.0001352132,0.0001174578,0.0026645113,0.0032144645],"study_design_scores_gemma":[0.018614367,0.0018967451,0.9736234,0.0022574847,0.00019926274,0.000004437156,0.00031837987,0.00086667325,0.000258759,0.00012450253,0.0017263774,0.00010960444],"about_ca_topic_score_codex":0.00010660494,"about_ca_topic_score_gemma":0.0002652091,"teacher_disagreement_score":0.023051208,"about_ca_system_score_codex":0.00055911375,"about_ca_system_score_gemma":0.0011440876,"threshold_uncertainty_score":0.99861467},"labels":[],"label_agreement":null},{"id":"W4416867550","doi":"10.1001/jamanetworkopen.2025.45712","title":"Hospital-Level Care at Home for Adults Living in Rural Settings","year":2025,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Rural area; MEDLINE; Health care; Population; Qualitative research","score_opus":0.01223796981828466,"score_gpt":0.28367388736415966,"score_spread":0.271435917545875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416867550","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96235013,0.0019277671,0.000118876786,0.017951563,0.0010885639,0.0041475436,0.00005439039,0.00008908838,0.012272051],"genre_scores_gemma":[0.9731716,0.000067922265,0.0048378375,0.0032895883,0.00061572256,0.0004548729,0.0001676984,0.00004495005,0.01734982],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99832994,0.00005647576,0.00041360763,0.00041640297,0.0001831778,0.0006003985],"domain_scores_gemma":[0.99856395,0.00053222635,0.00011070628,0.00048782612,0.00018966812,0.0001156151],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004322515,0.0002256753,0.00048368354,0.0000886442,0.00015074173,0.00012667288,0.0005119026,0.00020442063,0.00010596956],"category_scores_gemma":[0.0005771742,0.00021654005,0.0001095084,0.00044683684,0.000044027172,0.00024296819,0.0008533975,0.00027920093,0.00004483313],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096409285,0.00011316488,0.55572015,0.00075304805,0.00010515976,0.000042330586,0.007987242,0.00014845005,0.000017170341,0.0002571132,0.34698984,0.08690222],"study_design_scores_gemma":[0.007520448,0.00041896346,0.93307996,0.01399616,0.00007541216,0.000010810148,0.004352067,0.0018122643,0.000077615594,0.00026976547,0.038016215,0.00037034138],"about_ca_topic_score_codex":0.00045457628,"about_ca_topic_score_gemma":0.0011618299,"teacher_disagreement_score":0.37735978,"about_ca_system_score_codex":0.0004311625,"about_ca_system_score_gemma":0.00014100123,"threshold_uncertainty_score":0.8830247},"labels":[],"label_agreement":null},{"id":"W4416907324","doi":"10.5334/ijic.9796","title":"Supporting Transitions from Hospital to Home by Engaging Volunteers of Third Sector Organizations: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"International Journal of Integrated Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sinai Health System; University of Manitoba; March of Dimes Canada; Lunenfeld-Tanenbaum Research Institute; Public Health Ontario; University of Toronto","funders":"","keywords":"Transferability; Consistency (knowledge bases); Health care; Health services; Health services research; Integrated care; Program evaluation; Health professionals","score_opus":0.013563825774136031,"score_gpt":0.3507895910435362,"score_spread":0.3372257652694002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416907324","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000110696965,0.9891126,0.0035763476,0.0014147438,0.0017696162,0.0012362455,0.0025154995,0.000035748653,0.00022851104],"genre_scores_gemma":[0.00057972653,0.9935898,0.0017149447,0.00071942015,0.00033493896,0.00003470385,0.0027279237,0.00006475228,0.00023376143],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9959232,0.00018072201,0.00239595,0.00033373936,0.0009295052,0.00023684575],"domain_scores_gemma":[0.99155396,0.00038629473,0.0013553237,0.00028105846,0.0062216227,0.00020173502],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030503617,0.00043612762,0.0021897755,0.00081585883,0.0000482931,0.000059078033,0.00074234395,0.00023445845,0.00069433684],"category_scores_gemma":[0.003901433,0.0003547184,0.000789352,0.0010715935,0.000051418807,0.00018449406,0.000072677445,0.0010890816,0.0000192361],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079150195,0.0004124772,0.00032645042,0.17036161,0.0057644416,0.0006590692,0.005141338,0.000025661715,0.0001815417,0.000026987935,0.07505347,0.7419678],"study_design_scores_gemma":[0.00059019186,0.00021651357,0.0000039486813,0.91403145,0.0021836336,0.00023479294,0.0020113974,0.000003311212,0.00014831353,0.0000056457034,0.08028984,0.00028096573],"about_ca_topic_score_codex":0.0001881708,"about_ca_topic_score_gemma":0.000047714624,"teacher_disagreement_score":0.74366987,"about_ca_system_score_codex":0.0012677785,"about_ca_system_score_gemma":0.004552214,"threshold_uncertainty_score":0.9998905},"labels":[],"label_agreement":null},{"id":"W4417002266","doi":"10.1182/blood-2025-4430","title":"Frailty as a prognostic factor in younger adult patients with Acute Myeloid Leukemia undergoing allogeneic stem cell transplantation","year":2025,"lang":"en","type":"article","venue":"Blood","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Cumulative incidence; Hazard ratio; Proportional hazards model; Hematopoietic stem cell transplantation; Transplantation; Myeloid leukemia; Incidence (geometry); Confidence interval","score_opus":0.008854953563090974,"score_gpt":0.2337839820334662,"score_spread":0.22492902847037524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417002266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950287,0.00011674345,0.0002164544,0.00018162707,0.00010232786,0.0011486397,0.000060764134,0.000099708726,0.003045039],"genre_scores_gemma":[0.99675786,0.00010806891,0.00070522,0.0005118469,0.000026994332,0.00009017549,0.00018406825,0.00003449753,0.0015812699],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985096,0.000048013142,0.00032847238,0.00040907695,0.0003573453,0.00034748708],"domain_scores_gemma":[0.99922425,0.00015226996,0.00008507113,0.0002795357,0.0001564049,0.00010250122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000040388746,0.00024515556,0.00029777788,0.00020141367,0.000051728384,0.000025953215,0.00011826407,0.0001518131,0.000030937725],"category_scores_gemma":[0.00003773969,0.00020478852,0.000056866655,0.0003700587,0.000037813166,0.00015625914,0.00002018903,0.0002623748,0.00004929968],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005504902,0.00092624896,0.988562,0.000854291,0.00033099268,0.0003240332,0.0013824949,0.000020303993,0.004726498,0.00006848023,0.00006638624,0.0021877966],"study_design_scores_gemma":[0.019216169,0.00077284826,0.94572717,0.0013576852,0.0008687393,0.000037393373,0.00015671129,0.000024836318,0.03146797,0.00005002636,0.000059595503,0.00026083097],"about_ca_topic_score_codex":0.000107510365,"about_ca_topic_score_gemma":0.00038214555,"teacher_disagreement_score":0.04283479,"about_ca_system_score_codex":0.00017889035,"about_ca_system_score_gemma":0.00055108656,"threshold_uncertainty_score":0.83510333},"labels":[],"label_agreement":null},{"id":"W4417005160","doi":"10.1182/blood-2025-4530","title":"Longitudinal assessments of simple frailty tools can help predict outcomes of patients undergoing chimeric antigen receptor T-cell (CAR-T) therapy: A prospective pilot study at Princess Margaret Cancer Centre","year":2025,"lang":"en","type":"article","venue":"Blood","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre","funders":"","keywords":"Proportional hazards model; Prospective cohort study; Cohort; Comorbidity; Follicular lymphoma; Cancer; Clinical trial","score_opus":0.0343280497823988,"score_gpt":0.3173034602643677,"score_spread":0.2829754104819689,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417005160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99458206,0.00026955857,0.000011295341,0.00016764933,0.00027968112,0.0032331708,0.0005480679,0.0000654431,0.0008430684],"genre_scores_gemma":[0.99785995,0.00020397178,0.00022584238,0.00009161342,0.00004142701,0.000132952,0.00016147949,0.000044484197,0.00123827],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974498,0.00012809083,0.00067196845,0.0005962777,0.0007357698,0.00041810566],"domain_scores_gemma":[0.9981753,0.00022119953,0.00043492345,0.0005883582,0.00046096309,0.000119251556],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014637808,0.000351752,0.00086687796,0.00016426778,0.00010597642,0.000019556643,0.00028454632,0.000071751914,0.00025983126],"category_scores_gemma":[0.00019320198,0.00029347575,0.00012045137,0.0005015275,0.00009041613,0.00011840795,0.00024643177,0.00021111967,0.0000025598047],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006124819,0.011388977,0.981893,0.00036979013,0.0017224711,0.000006696188,0.00079237774,0.0000068039444,0.0016179092,0.0000043789496,0.00045077087,0.00113435],"study_design_scores_gemma":[0.017649904,0.0041194777,0.95317686,0.00033442862,0.0004089996,5.091444e-7,0.00057820714,0.0000058110018,0.023438707,0.000016998503,0.000067244524,0.00020286744],"about_ca_topic_score_codex":0.0022192656,"about_ca_topic_score_gemma":0.0031014264,"teacher_disagreement_score":0.028716149,"about_ca_system_score_codex":0.0003087158,"about_ca_system_score_gemma":0.00042575048,"threshold_uncertainty_score":0.9999517},"labels":[],"label_agreement":null},{"id":"W4417016416","doi":"10.1182/blood-2025-2652","title":"Frailty assessed by HCT-FS predicts survival and non-relapse mortality across hematologic disorders undergoing allo-HCT: A multicenter Study of 992 patients","year":2025,"lang":"en","type":"article","venue":"Blood","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Myelodysplastic syndromes; Transplantation; Hematopoietic stem cell transplantation; Multicenter study; Observational study; Myeloid leukemia; Acute leukemia; Disease; Hematopoietic cell","score_opus":0.01717700284647161,"score_gpt":0.31005844314226977,"score_spread":0.29288144029579816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417016416","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99625283,0.00016949432,0.00019028563,0.00022778487,0.00034473458,0.001692366,0.00010979247,0.000093525865,0.00091918284],"genre_scores_gemma":[0.99915427,0.000058363148,0.00017789255,0.00012456668,0.000018002693,0.0000698401,0.00009052222,0.000029944105,0.00027659396],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99764186,0.00013124196,0.00063888717,0.00059538684,0.0005394709,0.00045317752],"domain_scores_gemma":[0.9984476,0.00036665233,0.00020595026,0.0006295306,0.00019375591,0.00015650288],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027690752,0.0003184402,0.00068586954,0.00007589975,0.00013010816,0.000034743975,0.00020486774,0.00018302005,0.000017497941],"category_scores_gemma":[0.00087544345,0.00028040624,0.00008412474,0.00033928672,0.00016252616,0.00013847611,0.0002814058,0.0002959487,0.0000041903977],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013391001,0.012366528,0.9823196,0.00070483005,0.00073090545,0.00001878419,0.0021812536,0.000006103511,0.00070272386,0.0000062053655,0.00060172216,0.00022741251],"study_design_scores_gemma":[0.032573745,0.0010543965,0.9601261,0.00040319408,0.00058919133,0.0000015704803,0.0032633431,0.00022052231,0.0014519383,0.000039386745,0.000059963557,0.00021663652],"about_ca_topic_score_codex":0.0008640038,"about_ca_topic_score_gemma":0.003565733,"teacher_disagreement_score":0.032439835,"about_ca_system_score_codex":0.000040438194,"about_ca_system_score_gemma":0.0000970516,"threshold_uncertainty_score":0.99996483},"labels":[],"label_agreement":null},{"id":"W4417035572","doi":"10.1001/jamasurg.2025.5288","title":"Home-Based Prehabilitation for Older Surgical Patients With Frailty","year":2025,"lang":"en","type":"article","venue":"JAMA Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institut du Savoir Montfort; University of Manitoba; South Health Campus; Ontario Medical Association; McMaster University; University of Calgary; Montfort Hospital; Ottawa Hospital; Health Sciences Centre; University of Toronto; St. Michael's Hospital; Sunnybrook Health Science Centre; Queen's University; Memorial University of Newfoundland; University of Alberta; University of British Columbia; Royal Columbian Hospital; McGill University; University of Ottawa","funders":"","keywords":"Prehabilitation; MEDLINE; Retrospective cohort study; Activities of daily living; Preoperative care","score_opus":0.013725406073432407,"score_gpt":0.27187593032292995,"score_spread":0.2581505242494975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417035572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9895241,0.00008036804,0.0015558172,0.006107077,0.0004461052,0.0011476105,0.000051520445,0.00012655406,0.00096083054],"genre_scores_gemma":[0.99469274,0.0000021157675,0.001626207,0.0010494,0.000105504536,0.00026203736,0.00042489494,0.000027760609,0.001809358],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986557,0.000056316352,0.00033627104,0.00034173505,0.00031889253,0.00029111886],"domain_scores_gemma":[0.9960802,0.002930082,0.000079204605,0.00036880723,0.00043703162,0.00010466762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030230463,0.00016650818,0.00038638688,0.00023807673,0.00006439709,0.000029726532,0.000054092307,0.00014994465,0.00012292528],"category_scores_gemma":[0.0009601455,0.00013030316,0.00018270273,0.00036395292,0.000085921034,0.00012698465,0.000015181097,0.00014378809,0.000014748821],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015772601,0.00058099424,0.89087254,0.0005908341,0.00006796086,0.000010380622,0.00007019687,0.00001540867,0.00000902527,0.000074752716,0.056914397,0.04921625],"study_design_scores_gemma":[0.0064168875,0.00017406885,0.95006573,0.00066248263,0.00007256148,0.0000013013841,0.000024999023,0.00025934234,0.00036912903,0.00010247321,0.04169548,0.00015553828],"about_ca_topic_score_codex":0.000018160434,"about_ca_topic_score_gemma":0.0000058258197,"teacher_disagreement_score":0.0591932,"about_ca_system_score_codex":0.000110135166,"about_ca_system_score_gemma":0.00030921746,"threshold_uncertainty_score":0.53136086},"labels":[],"label_agreement":null},{"id":"W4417043204","doi":"10.1093/ageing/afaf318.181","title":"Slowing The Revolving Door? Re-admission To Hospital In Those Under The Care Of ICPOP Teams","year":2025,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hospital discharge; Cohort; Older people; Rapid response team; Cohort study; Hospital care; Patient discharge; Hospital admission; Retrospective cohort study","score_opus":0.010885477912990861,"score_gpt":0.2873982438229834,"score_spread":0.2765127659099925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417043204","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98126346,0.0026126704,0.00018755851,0.009256248,0.00014595118,0.0003806077,9.067016e-7,0.000019944931,0.00613264],"genre_scores_gemma":[0.9967932,0.00009028603,0.00023065874,0.0013891445,0.000060864797,0.000010355176,0.000002545293,0.000008873933,0.0014140836],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993149,0.000042800693,0.00018182815,0.00016673235,0.00013402796,0.0001597087],"domain_scores_gemma":[0.99942803,0.00018277441,0.000030566865,0.00028355667,0.000033895052,0.000041177515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001956661,0.00009049095,0.00015714404,0.000060861577,0.00012020749,0.000023659388,0.00010900878,0.00004654033,0.00001120894],"category_scores_gemma":[0.00029194512,0.000049458053,0.000044525787,0.00026478776,0.000038213315,0.000054272215,0.00013479675,0.00021153937,0.0000016748004],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021040592,0.0002139965,0.06810692,0.0014416752,0.00020664783,0.0058415597,0.1582263,0.00035469237,0.06630253,0.001792463,0.017397624,0.6799052],"study_design_scores_gemma":[0.002167427,0.0003174314,0.8577157,0.010601078,0.00016065157,0.000010357702,0.106272906,0.00040697126,0.0070465147,0.00090049446,0.014123952,0.00027651803],"about_ca_topic_score_codex":0.00049874285,"about_ca_topic_score_gemma":0.00021163399,"teacher_disagreement_score":0.7896088,"about_ca_system_score_codex":0.000045952995,"about_ca_system_score_gemma":0.000039137198,"threshold_uncertainty_score":0.20168409},"labels":[],"label_agreement":null},{"id":"W4417043242","doi":"10.1093/ageing/afaf318.173","title":"Home &amp; Away: Demographics And “Time Spent At Home” Of Those Attending Community Specialist Teams For Older Adults, A Pilot Study","year":2025,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Polypharmacy; Demographics; Cohort; Population; Psychological intervention; Emergency department; Multidisciplinary approach; Cognitive impairment; Geriatrics","score_opus":0.03303359290833423,"score_gpt":0.3061915628705996,"score_spread":0.2731579699622654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417043242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99620044,0.0008723261,0.0001681209,0.0003798024,0.00013241405,0.0013100535,0.000031072897,0.000052596362,0.00085317594],"genre_scores_gemma":[0.9965598,0.00021335762,0.0006200384,0.00026521602,0.000102563696,0.00003435073,0.000062081686,0.000024650031,0.0021179372],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987793,0.00012192517,0.0003610942,0.00027753334,0.00018541764,0.00027470468],"domain_scores_gemma":[0.9987865,0.00048501597,0.00010776223,0.00043272093,0.0000783032,0.00010970928],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004970908,0.0002105663,0.0005095061,0.00021424706,0.0003942573,0.000042343712,0.00011940307,0.000057067165,0.00002866982],"category_scores_gemma":[0.00017657429,0.00018766252,0.00006800054,0.00027765846,0.00016963323,0.00008636888,0.00030048998,0.00031230823,0.0000025407983],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033492602,0.006697808,0.79531455,0.006389386,0.00146446,0.0026097905,0.03701221,0.0000029985317,0.0204108,0.0005927814,0.010781161,0.11537482],"study_design_scores_gemma":[0.007288368,0.0014223538,0.98173994,0.0023190766,0.00037225534,0.000031661177,0.0041145133,0.00006414521,0.00016759695,0.00031509966,0.0019084922,0.0002564981],"about_ca_topic_score_codex":0.0007803516,"about_ca_topic_score_gemma":0.002027613,"teacher_disagreement_score":0.18642542,"about_ca_system_score_codex":0.00005173931,"about_ca_system_score_gemma":0.000023172373,"threshold_uncertainty_score":0.7652656},"labels":[],"label_agreement":null},{"id":"W4417058260","doi":"10.1093/ageing/afaf318.087","title":"Measuring Case Complexity on a Specialist Geriatric Subacute Frailty ward: A feasibility study of the INTERMED Self-Assessment questionnaire (IMSA)","year":2025,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St Mary's Hospital Centre","funders":"","keywords":"Biopsychosocial model; Cohort; Chart; Cohort study; Correlation; Multidisciplinary approach; Cognition; Descriptive statistics","score_opus":0.06582595010126742,"score_gpt":0.33692192676290844,"score_spread":0.27109597666164104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417058260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9958505,0.000064027285,0.00010629377,0.0007890322,0.000260047,0.001180775,0.0000074288637,0.00007365922,0.0016682526],"genre_scores_gemma":[0.99920577,0.000009259698,0.00024227714,0.00022257377,0.0001058662,0.000024380217,0.0000025674126,0.000010781987,0.0001764971],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998552,0.0002320758,0.0003721117,0.0003581752,0.00029234623,0.00019329635],"domain_scores_gemma":[0.99907064,0.000100860874,0.00012012113,0.0005409597,0.00009379873,0.000073606454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038070173,0.00017693813,0.00036715312,0.00010159904,0.0002699189,0.000040906172,0.00012175552,0.00005638463,0.000013500793],"category_scores_gemma":[0.00014266896,0.00012707217,0.00009306299,0.0003415795,0.0000926729,0.00006341179,0.00019527803,0.00032391338,0.0000010076341],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008033951,0.008758815,0.785227,0.0026127673,0.0012064343,0.0750678,0.0259243,0.000029152758,0.003638283,0.0012422439,0.0017228824,0.09376693],"study_design_scores_gemma":[0.0027504854,0.00035958283,0.9934126,0.0006764391,0.00025680254,0.00015823569,0.0012857498,0.00023167102,0.00028259816,0.0003980553,0.00007690069,0.00011085875],"about_ca_topic_score_codex":0.0014671553,"about_ca_topic_score_gemma":0.0037334939,"teacher_disagreement_score":0.20818563,"about_ca_system_score_codex":0.00027261194,"about_ca_system_score_gemma":0.00010786991,"threshold_uncertainty_score":0.51818526},"labels":[],"label_agreement":null},{"id":"W4417058510","doi":"10.1093/ageing/afaf318.036","title":"The Role of Social and Demographic Factors in Shaping Frailty in Europe","year":2025,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Trinity College","funders":"","keywords":"Multinomial logistic regression; Loneliness; Logistic regression; Multilevel model; Poverty; Socioeconomic status; Social support; Regression analysis; Older people","score_opus":0.02320462707880195,"score_gpt":0.2800167177871101,"score_spread":0.2568120907083082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417058510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99410564,0.0015624897,0.0000050004105,0.00056151533,0.000022037782,0.00009618696,7.291534e-7,0.000007933823,0.0036384678],"genre_scores_gemma":[0.9994458,0.00022119269,0.000018549914,0.00011324201,0.000013865132,0.0000020314678,0.0000015348412,0.000004317996,0.00017946599],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99955505,0.000030457208,0.0001400557,0.0001019519,0.00005670164,0.000115799776],"domain_scores_gemma":[0.9997629,0.00012509595,0.000023790262,0.000057226716,0.00001442192,0.000016550739],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011874753,0.000057213958,0.00012918317,0.000100051126,0.00006242473,0.000013882573,0.0000349088,0.00003697761,0.0000022269105],"category_scores_gemma":[0.00015526108,0.000041287498,0.000014905996,0.00032337112,0.00007370538,0.0000367302,0.000048294987,0.00014722874,1.5056638e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030590796,0.000031431275,0.8639504,0.00010709835,0.000026503398,0.00056415645,0.005576462,8.888304e-7,0.015761018,0.0012700224,0.00005445503,0.11262699],"study_design_scores_gemma":[0.00050252647,0.000017421855,0.9937515,0.00023351803,0.000009961387,0.0000010787415,0.0010769063,0.00010918133,0.0005470442,0.0006476461,0.0030662464,0.000036915717],"about_ca_topic_score_codex":0.00034827105,"about_ca_topic_score_gemma":0.0011291935,"teacher_disagreement_score":0.12980117,"about_ca_system_score_codex":0.0000062442505,"about_ca_system_score_gemma":0.000014378783,"threshold_uncertainty_score":0.16836552},"labels":[],"label_agreement":null},{"id":"W4417092938","doi":"10.1186/s12933-025-03020-z","title":"Stress hyperglycemia ratio and physical frailty in HFpEF","year":2025,"lang":"en","type":"article","venue":"Cardiovascular Diabetology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Minority Health and Health Disparities; National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute","keywords":"Angiology; Diabetes mellitus; Metabolic syndrome; Prediabetes; Stress hyperglycemia; Obesity; Physical activity","score_opus":0.01201645670693594,"score_gpt":0.26655046203109034,"score_spread":0.2545340053241544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417092938","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98405105,0.0080225775,0.0006470791,0.0011746385,0.00030039853,0.00040439732,0.00000802165,0.00006451618,0.0053273393],"genre_scores_gemma":[0.9985553,0.00017452607,0.00021239604,0.00037718785,0.00013510433,0.00006941313,0.000030959298,0.000017022778,0.00042807282],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99866664,0.00014129239,0.0002067989,0.00045855637,0.00018604424,0.00034063632],"domain_scores_gemma":[0.9990177,0.00013521682,0.000020899759,0.000664036,0.00007015269,0.00009196704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018059071,0.00018096142,0.0008764119,0.00018894528,0.000038791688,0.000011727743,0.00009830996,0.00019314354,0.000014392123],"category_scores_gemma":[0.00031500877,0.0001727965,0.0003315398,0.00031244828,0.00022120895,0.00005509563,0.00010317454,0.00033884236,0.000023527316],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025786282,0.0006211392,0.6535391,0.0011559428,0.005631113,0.0010700179,0.0015828193,0.0007063134,0.0054742824,0.0053767026,0.0033379148,0.3212468],"study_design_scores_gemma":[0.011999346,0.00020647682,0.9170182,0.00046961426,0.0013860516,0.00019682002,0.00038213917,0.0027831648,0.017746378,0.0017148919,0.04558069,0.00051622937],"about_ca_topic_score_codex":0.000064877924,"about_ca_topic_score_gemma":0.000033625598,"teacher_disagreement_score":0.32073057,"about_ca_system_score_codex":0.000078125486,"about_ca_system_score_gemma":0.000101793725,"threshold_uncertainty_score":0.70464367},"labels":[],"label_agreement":null},{"id":"W4417098992","doi":"10.1093/gerona/glaf268","title":"Frailty, grip strength, blood-based biomarkers of neuropathology, and incident dementia: a 17-year longitudinal population study","year":2025,"lang":"en","type":"article","venue":"The Journals of Gerontology Series A","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung","keywords":"Grip strength; Dementia; Cognition; Population based study; Longitudinal study; Cognitive aging; Population; Healthy aging; Risk factor","score_opus":0.04103305894267562,"score_gpt":0.3362305546856025,"score_spread":0.29519749574292686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417098992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99091035,0.0022469752,0.00009317014,0.0055882423,0.00021637813,0.00053435756,0.0000112304515,0.000021091346,0.00037820672],"genre_scores_gemma":[0.99877477,0.00015017492,0.0006892202,0.00016908358,0.000032244625,0.000013306064,0.000005708529,0.000012033321,0.000153476],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99822485,0.00035852994,0.0007205471,0.000231779,0.00022663687,0.00023766131],"domain_scores_gemma":[0.998541,0.00023340246,0.00047272618,0.00043439915,0.000254138,0.000064333144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007575047,0.00018333156,0.0005937236,0.00025323528,0.00011924733,0.000013537273,0.00019793991,0.000114037095,0.00010519358],"category_scores_gemma":[0.0005226469,0.00013298287,0.0000937358,0.00023298047,0.00047640136,0.00012162935,0.00013389536,0.0002724229,6.6348565e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011637403,0.0005701474,0.9910317,0.00011434091,0.0008761086,0.00006895579,0.00041484184,0.000018586075,0.003882892,0.00014085701,0.0004731461,0.0012446556],"study_design_scores_gemma":[0.003255112,0.0018139987,0.98956686,0.00017486225,0.0013400703,0.00033981114,0.0014072788,0.000035778827,0.0016210747,0.0003096637,0.000055076234,0.00008040056],"about_ca_topic_score_codex":0.00054620346,"about_ca_topic_score_gemma":0.0018295828,"teacher_disagreement_score":0.0078644045,"about_ca_system_score_codex":0.000022573779,"about_ca_system_score_gemma":0.00008360306,"threshold_uncertainty_score":0.54228836},"labels":[],"label_agreement":null},{"id":"W4417153424","doi":"10.2196/67888","title":"Reconstruction of a Risk Analysis Tool That Uses Nursing Data for Frailty Assessment Among Older Adults: Derivation and Internal Evaluation Study","year":2025,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Workload; Reliability (semiconductor); Risk assessment; Frailty Index; Validity; MEDLINE; Predictive validity","score_opus":0.05010730982620148,"score_gpt":0.40724396936300905,"score_spread":0.35713665953680757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417153424","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93785113,0.000085750624,0.059471056,0.00018519422,0.0002092942,0.0019816237,0.0000481924,0.00003544986,0.00013233534],"genre_scores_gemma":[0.99313354,0.000013950623,0.006302959,0.000024133617,0.00005861202,0.00015623428,0.00026019962,0.000010517314,0.00003987776],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985626,0.0001251223,0.0003901485,0.0004371966,0.00035202186,0.00013291869],"domain_scores_gemma":[0.99862564,0.00019871054,0.00028642055,0.00057246134,0.00028554234,0.000031244195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083518546,0.00012806848,0.00031479093,0.0004508553,0.00009831705,0.000050530714,0.00011217614,0.000053408625,0.00003762074],"category_scores_gemma":[0.00043178268,0.00012161767,0.000063119995,0.00045297437,0.00006444236,0.00042636134,0.00007109545,0.0001440161,1.5515292e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006203656,0.00018644531,0.7005162,0.00009865477,0.00051071146,3.951573e-7,0.0018881442,0.000045626362,0.00010313551,0.0000036649903,0.0001564226,0.29642856],"study_design_scores_gemma":[0.0031149294,0.00007276928,0.81858283,0.0014588323,0.0024564893,0.0000029199266,0.0076297447,0.16623986,0.00027388145,0.00008239992,0.0000055955325,0.000079778416],"about_ca_topic_score_codex":0.00029077448,"about_ca_topic_score_gemma":0.00025379754,"teacher_disagreement_score":0.29634878,"about_ca_system_score_codex":0.00019100227,"about_ca_system_score_gemma":0.00008076423,"threshold_uncertainty_score":0.49594247},"labels":[],"label_agreement":null},{"id":"W4417198273","doi":"10.3390/healthcare13243234","title":"The Contingency of Frailty Level with the Perception of Risks of Falls in Various Living and Public Environments of Older Adults","year":2025,"lang":"en","type":"article","venue":"Healthcare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Javna Agencija za Raziskovalno Dejavnost RS","keywords":"Injury prevention; Suicide prevention; Test (biology); Occupational safety and health; Older people; Human factors and ergonomics; Poison control; Perception; Population","score_opus":0.05785606254473346,"score_gpt":0.33815396973332534,"score_spread":0.2802979071885919,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417198273","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9929429,0.0016011575,0.00021150139,0.004254877,0.00003817466,0.0007118862,0.00003459125,0.0000041604685,0.0002006946],"genre_scores_gemma":[0.9988091,0.00061884365,0.00024879532,0.00011989884,0.000010054515,0.000019697964,0.0000052027162,0.000009600887,0.00015883494],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99873,0.00015075225,0.00047791263,0.00016818609,0.000290187,0.00018296014],"domain_scores_gemma":[0.99877924,0.00036346962,0.00030750336,0.00037047185,0.00013655273,0.000042780586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042120472,0.000100956226,0.00032146543,0.000091164104,0.000048314985,0.0000027712383,0.00011909324,0.00009284683,0.000015712949],"category_scores_gemma":[0.00028984147,0.00006000328,0.000036947975,0.00020886971,0.00026055903,0.000035029723,0.000067275476,0.00020797037,2.9820717e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015600266,0.00015936734,0.87467676,0.0015573641,0.000053266962,9.059648e-7,0.015130977,0.00000212049,0.0014296918,0.00019772313,0.000079506106,0.10655632],"study_design_scores_gemma":[0.0010981214,0.00030356704,0.9839927,0.0022096324,0.000028341234,0.0000032792207,0.011689761,0.00010022715,0.00041087382,0.000030367295,0.00009243527,0.000040706564],"about_ca_topic_score_codex":0.006306616,"about_ca_topic_score_gemma":0.004785652,"teacher_disagreement_score":0.10931593,"about_ca_system_score_codex":0.000049053662,"about_ca_system_score_gemma":0.00013789423,"threshold_uncertainty_score":0.95337594},"labels":[],"label_agreement":null},{"id":"W4417230464","doi":"10.1038/s41598-025-91650-4","title":"Transitions across the cognitive frailty spectrum and its association with anxiety in individuals aged 55 years and over: a 7 years longitudinal study","year":2025,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Longitudinal study; Frailty Index; Cognition; Association (psychology); Cognitive decline; Depression (economics); Cognitive impairment; Risk factor","score_opus":0.019998692652892808,"score_gpt":0.3102109279095519,"score_spread":0.29021223525665907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417230464","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969339,0.00019297178,0.000014751525,0.0008399395,0.00048054729,0.0012263925,0.000034889537,0.000032064818,0.0002445431],"genre_scores_gemma":[0.9974021,0.000011437996,0.000025348018,0.00007587491,0.000022039814,0.000049137525,0.000034363675,0.000009083288,0.0023706448],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982023,0.00008680806,0.00030786515,0.0005776791,0.0005448213,0.00028051063],"domain_scores_gemma":[0.99931234,0.00011092196,0.00015537397,0.000270047,0.00008210921,0.00006922892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001787092,0.00011916116,0.0002283391,0.00013666147,0.00024362914,0.00022651613,0.000044370143,0.00007156017,0.000030424288],"category_scores_gemma":[0.00032776734,0.000093589944,0.000032122283,0.0007829514,0.00018374,0.00015326962,0.000059316957,0.0002858881,0.0000027065025],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025996747,0.0002113956,0.9849636,0.000020243539,0.000112438895,0.00036411962,0.01192171,0.0000021749377,0.0002281657,0.0000064510436,0.001232142,0.00091154117],"study_design_scores_gemma":[0.0015222483,0.00008538532,0.9934788,0.0002029276,0.00014284095,0.00012892985,0.0033498406,0.000019169116,0.00029200088,0.00033269607,0.00035185867,0.000093347844],"about_ca_topic_score_codex":0.00012736378,"about_ca_topic_score_gemma":0.002569027,"teacher_disagreement_score":0.00857187,"about_ca_system_score_codex":0.00010151772,"about_ca_system_score_gemma":0.0001432469,"threshold_uncertainty_score":0.3816487},"labels":[],"label_agreement":null},{"id":"W4417266115","doi":"10.1016/j.cjca.2025.12.002","title":"Transitions From Frailty States to Cardiovascular Events: An 11-Year Prospective Study of Community-Dwelling Older People","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Institute on Aging; Monash University; National Health and Medical Research Council; National Heart Foundation of Australia; National Cancer Institute; National Institutes of Health; Victorian Cancer Agency","keywords":"Older people; Prospective cohort study; Disadvantaged; Cardiovascular health; MEDLINE; Epidemiology","score_opus":0.02107885459764842,"score_gpt":0.28087864925234524,"score_spread":0.2597997946546968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417266115","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98602486,0.0005077528,0.010262858,0.0012343217,0.0004935892,0.0006664019,0.00015796033,0.000009543099,0.00064271805],"genre_scores_gemma":[0.9989548,0.00001767867,0.00037058565,0.0002632122,0.00026980368,0.000014504042,0.000036452286,0.000021731283,0.00005123557],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979938,0.0007654073,0.0005382897,0.00016490152,0.00022188945,0.00031568625],"domain_scores_gemma":[0.99779385,0.00016770422,0.000098785466,0.0006542141,0.0007315578,0.00055389083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006830104,0.0001721017,0.0010731404,0.00053918734,0.00019236647,0.000011756542,0.00030099496,0.00012929764,0.00003450645],"category_scores_gemma":[0.00025213032,0.00016646611,0.0003719818,0.00041345277,0.000088956076,0.00009817863,0.00001898977,0.0006741334,0.000004201857],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028002003,0.00019129105,0.8578692,0.000092735405,0.007939305,0.00028751587,0.069520086,0.05380331,0.0002634097,0.00008451851,0.005602308,0.004066262],"study_design_scores_gemma":[0.004176822,0.001639153,0.9357579,0.00024772485,0.0012239313,0.00011274796,0.047661327,0.000016731925,0.00015686531,0.0006998188,0.00815207,0.00015494789],"about_ca_topic_score_codex":0.03857245,"about_ca_topic_score_gemma":0.10459032,"teacher_disagreement_score":0.07788862,"about_ca_system_score_codex":0.00028911384,"about_ca_system_score_gemma":0.00093985966,"threshold_uncertainty_score":0.96782976},"labels":[],"label_agreement":null},{"id":"W4417275062","doi":"10.2147/cia.s555376","title":"Global Poorer Olfaction, Frailty and Postoperative Adverse Outcomes: Exploring Their Interplay in a Prospective Cohort of Older Adults Undergoing Elective Surgery","year":2025,"lang":"en","type":"article","venue":"Clinical Interventions in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Cliniques Universitaires Saint-Luc","keywords":"Prospective cohort study; Elective surgery; Adverse effect; Cohort study; Cohort; MEDLINE","score_opus":0.07891845978257121,"score_gpt":0.412344177255134,"score_spread":0.3334257174725628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417275062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932678,0.00032897794,0.0020589647,0.0012573898,0.0007533847,0.0010484409,0.000021637556,0.000056504803,0.0012069477],"genre_scores_gemma":[0.99850833,0.00016000775,0.0004033927,0.00031209763,0.000027009271,0.0002197567,0.000017531667,0.000016937045,0.00033490796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969045,0.00029768044,0.001670087,0.0006428839,0.00016542568,0.00031941402],"domain_scores_gemma":[0.99716777,0.0018735973,0.00025391675,0.0003370844,0.00027588027,0.000091739086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011354922,0.0002578015,0.0009243961,0.00051198655,0.000060642753,0.000019106386,0.00011739044,0.00015450969,0.000062425286],"category_scores_gemma":[0.004184956,0.00023013366,0.0005262837,0.00087947986,0.00027295857,0.00034916346,0.00020327907,0.00063344603,0.000004645761],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029802704,0.00087374344,0.9869697,0.00032469362,0.00034659458,0.000031889245,0.0017170054,0.00001829941,0.0000058842547,0.0003418844,0.00012102549,0.008951244],"study_design_scores_gemma":[0.00320767,0.0001682121,0.97342294,0.015578294,0.00007975919,0.000014540847,0.00619328,0.0003115576,0.00013416023,0.00071535556,0.00001146852,0.00016274872],"about_ca_topic_score_codex":0.0006763973,"about_ca_topic_score_gemma":0.00455844,"teacher_disagreement_score":0.015253601,"about_ca_system_score_codex":0.00058612693,"about_ca_system_score_gemma":0.00020567403,"threshold_uncertainty_score":0.93845785},"labels":[],"label_agreement":null},{"id":"W4417304485","doi":"10.1016/j.exger.2025.112995","title":"The effect of exercise and soy protein intake on physical frailty score improvement in community-dwelling elderly: a randomized controlled trial","year":2025,"lang":"en","type":"article","venue":"Experimental Gerontology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Soy protein; Physical activity; Physical exercise; Muscle strength; Protein diet","score_opus":0.020456445645712532,"score_gpt":0.33224717414369753,"score_spread":0.311790728497985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417304485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9817257,0.002115866,0.000025666306,0.0006094545,0.00034014543,0.0133250505,0.0000015650724,0.000030522642,0.0018260578],"genre_scores_gemma":[0.9949562,0.000023248223,0.000051955732,0.00007424807,0.000049204715,0.0039691525,0.000007747904,0.000015426034,0.0008527938],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9972919,0.0012543905,0.0006724628,0.0002575634,0.00021415921,0.00030947855],"domain_scores_gemma":[0.9968958,0.002369367,0.00019566328,0.00044647965,0.000028601477,0.00006407053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012827866,0.00028051884,0.0020355787,0.00012077788,0.00016289586,0.000017744596,0.00017150927,0.00013815268,0.000016911355],"category_scores_gemma":[0.00058626186,0.00016725047,0.00027939666,0.000095156545,0.000575096,0.000034995606,0.00011574553,0.0005737241,0.0000029152136],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94086504,0.0008208418,0.00006128803,0.00011699778,0.0002316249,0.000009097046,0.0023075824,0.0000019139807,0.04348191,0.00058596744,0.0000499572,0.011467795],"study_design_scores_gemma":[0.75791603,0.007849603,0.00003724467,0.000568654,0.00011331232,0.0000023914595,0.0008382338,0.00048022918,0.23188934,0.00019457297,0.000019357132,0.00009101784],"about_ca_topic_score_codex":0.00047271466,"about_ca_topic_score_gemma":0.00009164345,"teacher_disagreement_score":0.18840742,"about_ca_system_score_codex":0.00012901603,"about_ca_system_score_gemma":0.00005764923,"threshold_uncertainty_score":0.68202764},"labels":[],"label_agreement":null},{"id":"W4417413797","doi":"10.1016/j.jgo.2025.102838","title":"Development of an older adult-centred cancer program at an academic centre in Ontario, Canada: Initial steps and early successes","year":2025,"lang":"en","type":"article","venue":"Journal of Geriatric Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University","funders":"","keywords":"Cancer; MEDLINE; Academic medicine; Cancer treatment","score_opus":0.02010478323035435,"score_gpt":0.3311707751657278,"score_spread":0.31106599193537343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417413797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951589,0.0009544183,0.000003200334,0.002301461,0.00079935754,0.00048073934,0.0000052564706,0.000008671862,0.0002879658],"genre_scores_gemma":[0.9938429,0.00017268836,0.0049107005,0.000304484,0.0001832991,0.000013333654,0.0000082824845,0.0000139793565,0.00055033783],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978782,0.00012457481,0.0010890263,0.00021626077,0.00034097795,0.00035094516],"domain_scores_gemma":[0.99848694,0.000110494955,0.0005675203,0.00013034057,0.00043177264,0.00027293173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023063064,0.00017555756,0.0007039028,0.0003510187,0.000050381535,0.000008804669,0.00018427805,0.00026119608,0.0002218316],"category_scores_gemma":[0.00013052463,0.00015096426,0.000040974384,0.0003152359,0.000068439156,0.00021833403,0.00007830868,0.0006680752,3.4155084e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002364347,0.0010324657,0.75329244,0.0002583215,0.00024747473,0.00067204447,0.009705258,0.000015960715,0.0010797973,0.000014818729,0.0026861494,0.22863095],"study_design_scores_gemma":[0.0077429856,0.0009922495,0.9562157,0.000353727,0.000204087,0.00019841419,0.0014983132,0.000017940962,0.001516617,0.000014544625,0.031103322,0.0001421268],"about_ca_topic_score_codex":0.5628432,"about_ca_topic_score_gemma":0.9911628,"teacher_disagreement_score":0.42831954,"about_ca_system_score_codex":0.0030860102,"about_ca_system_score_gemma":0.013739963,"threshold_uncertainty_score":0.9918512},"labels":[],"label_agreement":null},{"id":"W4417426977","doi":"10.2196/80152","title":"The Dynamic Associations of Social and Intellectual Activity With Frailty Trajectory in Middle-Aged and Older Adults in China: Nationwide Longitudinal Study","year":2025,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Longitudinal study; Trajectory; Older people; Longitudinal data; Intellectual disability; Activities of daily living","score_opus":0.02486175275057186,"score_gpt":0.319408621465718,"score_spread":0.2945468687151462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417426977","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99753386,0.00012950953,0.00008187703,0.0009445576,0.000038224236,0.0009656826,0.0000060355846,0.00002120593,0.0002790584],"genre_scores_gemma":[0.99955493,0.000011433485,0.000041790412,0.00002277216,0.000013408043,0.00008242683,0.000004403913,0.000010166869,0.0002586423],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99902254,0.00012907975,0.00022391258,0.00024231337,0.00020085134,0.00018131427],"domain_scores_gemma":[0.9991559,0.00057548453,0.00008359357,0.000112413945,0.000047820547,0.000024834713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035490879,0.0001229493,0.00026128575,0.0002328629,0.00015442858,0.000023166482,0.000057555204,0.00005823976,0.000005707827],"category_scores_gemma":[0.00033542395,0.00009543915,0.00002232298,0.00047200167,0.00011529024,0.00009787745,0.00005357364,0.0003925761,2.1325528e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024834124,0.00047912312,0.9549157,0.00010626896,0.00007326051,0.000010830334,0.03681885,0.000006268602,0.00016483471,0.000013018476,0.000051209998,0.0071122968],"study_design_scores_gemma":[0.0040836707,0.000117757314,0.9883942,0.00037447124,0.00003275548,0.0000034020734,0.005543844,0.0012988772,0.00004748594,0.000020796007,0.00000356424,0.00007916712],"about_ca_topic_score_codex":0.0006801119,"about_ca_topic_score_gemma":0.019905688,"teacher_disagreement_score":0.033478513,"about_ca_system_score_codex":0.00016604399,"about_ca_system_score_gemma":0.00009647514,"threshold_uncertainty_score":0.9979785},"labels":[],"label_agreement":null},{"id":"W4417458361","doi":"10.1093/ageing/afaf346","title":"The economic value of empowering older patients transitioning from hospital to home: evidence from the ‘Your Care Needs You’ intervention","year":2025,"lang":"en","type":"article","venue":"Age and Ageing","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Psychological intervention; Intervention (counseling); Health care; Quality (philosophy); Older people; Quality management; Value (mathematics); Quality of life (healthcare)","score_opus":0.008195224603517981,"score_gpt":0.2673199689669776,"score_spread":0.2591247443634596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417458361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99354154,0.0023652574,0.001593074,0.0015695381,0.00045496915,0.0003118313,0.00002713459,0.000018713179,0.00011795146],"genre_scores_gemma":[0.99927515,0.00009841617,0.00014882896,0.00020778475,0.00009325551,0.000013942002,0.000035260797,0.000009296053,0.00011805193],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99934435,0.000038200345,0.00023379785,0.00016598793,0.0000940104,0.00012362977],"domain_scores_gemma":[0.99939114,0.00025619738,0.000057330148,0.00022001864,0.00003972517,0.000035593366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008542422,0.00009591239,0.0001484159,0.000039451057,0.0001590201,0.00006502934,0.00011825496,0.0000391784,0.000016645345],"category_scores_gemma":[0.000102802354,0.00006525513,0.00008160918,0.00008186196,0.000039435006,0.00012918873,0.00007447534,0.00012344855,0.000004474735],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025845907,0.00010470868,0.31505278,0.00030093835,0.00057547225,0.00028132612,0.19482279,0.0004764846,0.0063978806,0.00011836952,0.0016436687,0.47996715],"study_design_scores_gemma":[0.0009133307,0.00013279449,0.9802956,0.0040519726,0.00011853085,2.8630794e-7,0.012079162,0.00020261806,0.001638441,0.00013160182,0.0003498576,0.000085818116],"about_ca_topic_score_codex":0.0029989379,"about_ca_topic_score_gemma":0.00028554586,"teacher_disagreement_score":0.66524285,"about_ca_system_score_codex":0.00007071025,"about_ca_system_score_gemma":0.000020184856,"threshold_uncertainty_score":0.45335168},"labels":[],"label_agreement":null},{"id":"W4417485659","doi":"10.1016/j.jcpo.2025.100692","title":"Quality of life in patients with advanced cancer: Critical evaluation of EORTC QLQ-C15-PAL and FACIT-PAL-14 in prospective studies","year":2025,"lang":"en","type":"article","venue":"Journal of Cancer Policy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sunnybrook Health Science Centre; BC Cancer Agency","funders":"","keywords":"Quality of life (healthcare); Prospective cohort study; MEDLINE; Quality (philosophy); Clinical trial","score_opus":0.04562715195244156,"score_gpt":0.47121747855513163,"score_spread":0.4255903266026901,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417485659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98778003,0.0069999206,0.000010962079,0.0041800574,0.0001488116,0.0005111109,0.00003654922,0.0000025676657,0.00032998575],"genre_scores_gemma":[0.99837625,0.00096705824,0.00020318839,0.00027115626,0.000098680655,0.00004122732,7.1474324e-7,0.000008604139,0.000033131993],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977996,0.00015613234,0.00090949726,0.00015189043,0.00079677737,0.00018610171],"domain_scores_gemma":[0.99710196,0.0002081836,0.00045599122,0.00013001492,0.0020173127,0.00008650534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007186041,0.0001327793,0.0007764818,0.00044297415,0.000017123011,0.0000041179856,0.00006831367,0.000060647242,0.000014299154],"category_scores_gemma":[0.0038645756,0.000101644946,0.000050631676,0.00053386175,0.00023977358,0.00017439628,0.00003290173,0.00027126007,6.962226e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025017196,0.00029125364,0.9715239,0.00059949496,0.00023323414,0.0000016239296,0.0029014715,0.00047038475,0.00019395491,0.00033144254,0.00009958396,0.020851951],"study_design_scores_gemma":[0.013503334,0.0006396119,0.98030907,0.0022282412,0.00013905767,0.0000010142448,0.00076446484,0.000056158144,0.0009964424,0.0012562525,0.000028346456,0.00007802462],"about_ca_topic_score_codex":0.0023548591,"about_ca_topic_score_gemma":0.0046258993,"teacher_disagreement_score":0.020773925,"about_ca_system_score_codex":0.00094332197,"about_ca_system_score_gemma":0.0019362471,"threshold_uncertainty_score":0.46265373},"labels":[],"label_agreement":null},{"id":"W585182724","doi":"10.1007/s12603-015-0553-5","title":"Understanding risk in the oldest old: Frailty and the metabolic syndrome in a chinese community sample aged 90+ years","year":2015,"lang":"en","type":"article","venue":"The journal of nutrition health & aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Metabolic syndrome; Medicine; Hazard ratio; Confidence interval; Demography; Frailty Index; Odds ratio; Gerontology; Epidemiology; Internal medicine; Obesity","score_opus":0.1462482640318156,"score_gpt":0.36226487019414466,"score_spread":0.21601660616232907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W585182724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9505592,0.0064095687,0.0005765404,0.04166604,0.00012155735,0.00061160704,0.0000116245255,0.000009579698,0.00003426944],"genre_scores_gemma":[0.9915184,0.0051298006,0.00039828513,0.002796582,0.00012445054,0.000008473701,0.0000044300077,0.000014460563,0.000005158957],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9952181,0.0033267045,0.0006374293,0.00007017954,0.00046917962,0.00027839144],"domain_scores_gemma":[0.996101,0.0028985653,0.00045741425,0.00033751613,0.000063403015,0.00014207333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013054119,0.00012882236,0.0004802793,0.0002632279,0.00029640264,0.00004167889,0.0002916737,0.000045012075,0.000005108442],"category_scores_gemma":[0.0013357578,0.000064780754,0.00006729836,0.0006516518,0.00020869155,0.00017730963,0.00005439265,0.0018832287,0.0000012674674],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004358903,0.0029451412,0.4488522,0.001180335,0.0003079884,0.0004072284,0.525317,0.0006471962,0.00009892192,0.002235173,0.006212218,0.007437658],"study_design_scores_gemma":[0.017320896,0.00039357637,0.912959,0.0015030336,0.0000859943,0.002857204,0.03499908,0.00044552304,0.0000019933086,0.028914433,0.0004275214,0.00009179083],"about_ca_topic_score_codex":0.0082680555,"about_ca_topic_score_gemma":0.002608171,"teacher_disagreement_score":0.49031794,"about_ca_system_score_codex":0.00032003096,"about_ca_system_score_gemma":0.00014650899,"threshold_uncertainty_score":0.99833596},"labels":[],"label_agreement":null},{"id":"W594616711","doi":"10.82308/21673","title":"Nordic Walking: a new training for frail elderly","year":2010,"lang":"en","type":"book","venue":"Open MIND","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Physical medicine and rehabilitation; Gerontology; Psychology; Physical therapy; Medicine; Geography","score_opus":0.09611350837345813,"score_gpt":0.34959784969760976,"score_spread":0.25348434132415165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W594616711","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007928696,0.00036319913,0.00042740966,0.003249872,0.0011188651,0.0037045102,0.00016275111,0.00001180357,0.9901687],"genre_scores_gemma":[0.00032432913,0.000012172815,0.054085594,0.00041653618,0.0023064383,0.00007747967,0.0007972782,0.00015984889,0.9418203],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977268,0.000015265981,0.00052740617,0.0007987629,0.00040001742,0.0005317607],"domain_scores_gemma":[0.99789464,0.0003072877,0.00029415864,0.0008950025,0.00015132032,0.00045761466],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003605419,0.0004740311,0.0010112501,0.00017382913,0.00010734153,0.00020123784,0.0007763679,0.00095409976,0.011759365],"category_scores_gemma":[0.00045130763,0.00045240036,0.0002887834,0.0000721732,0.00010159516,0.00014582467,0.00019953462,0.0011905485,0.0013185821],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012499077,0.000028537606,0.0000046502396,0.00007398675,0.0001435558,0.00006362761,0.0024072414,1.2481007e-7,0.00022272259,0.000026705304,0.2904997,0.70640415],"study_design_scores_gemma":[0.004020339,0.0008500421,0.000038658993,0.001415313,0.00046964653,0.00017887926,0.00012388336,0.000015536461,0.00027981025,0.0012394345,0.9908988,0.0004696601],"about_ca_topic_score_codex":0.00006325011,"about_ca_topic_score_gemma":0.00067964947,"teacher_disagreement_score":0.7059345,"about_ca_system_score_codex":0.00016372143,"about_ca_system_score_gemma":0.0041176598,"threshold_uncertainty_score":0.99979275},"labels":[],"label_agreement":null},{"id":"W644294696","doi":"10.14283/jfa.2013.3","title":"FEASIBILITY OF USING INFORMATION DERIVED FROM A CARE PARTNER TO DEVELOP A FRAILTY INDEX BASED ON COMPREHENSIVE GERIATRIC ASSESSMENT","year":2013,"lang":"en","type":"article","venue":"The Journal of Frailty & Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Frailty Index; Gerontology; Geriatrics; Ambulatory; Vulnerability (computing); Health care; Clinical Practice; Aged care; Scale (ratio); Ambulatory care; Family medicine; Psychiatry","score_opus":0.06125069482553563,"score_gpt":0.34675294266742146,"score_spread":0.2855022478418858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W644294696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9656531,0.00011130633,0.030628104,0.002108206,0.0002529809,0.0008727644,0.00002296753,0.000020881858,0.00032966502],"genre_scores_gemma":[0.9769208,0.000007985505,0.02094984,0.0019086059,0.0001545295,0.000006538236,0.000019390825,0.000020741987,0.000011571524],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9973187,0.00026887422,0.0010407191,0.00014362727,0.0009189578,0.0003091145],"domain_scores_gemma":[0.9955395,0.0005075746,0.0008701549,0.00051721063,0.0023240251,0.0002415561],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044956844,0.00025512095,0.000594202,0.00033264566,0.00013220911,0.000054661676,0.00030712495,0.000104606464,0.00021560547],"category_scores_gemma":[0.00047778807,0.00017596627,0.00014157355,0.0006289007,0.000078377794,0.00051243143,0.000106899926,0.00059305556,0.000021560529],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023544782,0.0005898133,0.6076794,0.0008136472,0.0007583992,0.00005029628,0.046057496,0.0671552,0.17967944,0.000013434532,0.004517755,0.09033064],"study_design_scores_gemma":[0.0037198397,0.00035604843,0.97152007,0.0008896395,0.00022844374,0.00004497464,0.004138942,0.012914479,0.005477514,0.00007365473,0.00043446923,0.00020194423],"about_ca_topic_score_codex":0.0012402432,"about_ca_topic_score_gemma":0.00003503134,"teacher_disagreement_score":0.36384064,"about_ca_system_score_codex":0.00057704025,"about_ca_system_score_gemma":0.00078927417,"threshold_uncertainty_score":0.71756965},"labels":[],"label_agreement":null},{"id":"W6885920863","doi":"10.1371/journal.pone.0309837.s009","title":"PECOS model.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Older people; MEDLINE; Meta-analysis; China; Scale (ratio); Risk assessment; Subgroup analysis; Health care","score_opus":0.06546140419267803,"score_gpt":0.31757482314534746,"score_spread":0.2521134189526694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6885920863","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018663293,0.0072984695,0.00005364008,0.010053799,0.00044640506,0.0010809517,0.6072567,0.0023830107,0.36956066],"genre_scores_gemma":[0.7736097,0.0000074444283,0.0007502634,0.001639374,0.00067735143,0.00024818664,0.1521496,0.000075069336,0.07084302],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999496,0.0000031198667,0.00007592633,0.0001585626,0.00013576842,0.00013066306],"domain_scores_gemma":[0.9996584,0.00003656985,0.0000063081675,0.00018046334,0.00003876777,0.000079486505],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000010445233,0.00007047983,0.00008019679,0.00004653886,0.0000153564,0.000029963481,0.000053179676,0.000052497267,0.3218888],"category_scores_gemma":[0.00030690062,0.000059762555,0.000059692557,0.000102198195,0.0000019879133,0.000064089596,0.000034192297,0.00014428508,0.023859685],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000027153965,0.000009344296,0.0000031286947,0.0004500045,0.000013366724,0.00014232342,0.000102856495,0.000039109047,0.000080550184,0.000025259089,0.9907238,0.00840756],"study_design_scores_gemma":[0.00020643251,0.00004806914,0.00031316682,0.0050650546,0.000018179044,0.00011837153,0.000009977647,0.15960227,0.0010477153,0.0001534924,0.8333099,0.00010738831],"about_ca_topic_score_codex":0.0000010916315,"about_ca_topic_score_gemma":0.0000020601085,"teacher_disagreement_score":0.77174336,"about_ca_system_score_codex":0.00003891123,"about_ca_system_score_gemma":0.0000924869,"threshold_uncertainty_score":0.97690034},"labels":[],"label_agreement":null},{"id":"W6885935950","doi":"10.1371/journal.pone.0309837.s003","title":"Pooled prevalence of frailty.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Older people; MEDLINE; Meta-analysis; Health care; Subgroup analysis; China; Scale (ratio); Diabetes mellitus; Risk assessment","score_opus":0.0502944061315568,"score_gpt":0.3167952126850911,"score_spread":0.2665008065535343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6885935950","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02319981,0.03022064,0.000010755546,0.0045760786,0.00062140095,0.001728092,0.8081328,0.0012993846,0.13021101],"genre_scores_gemma":[0.95121145,0.000016061556,0.0002169257,0.0002705418,0.00022779712,0.000082202845,0.018900597,0.000032604872,0.029041806],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993436,0.000008964521,0.00014141094,0.00017571854,0.00020397519,0.00012638334],"domain_scores_gemma":[0.99947244,0.0001043264,0.000021500437,0.0002543434,0.00007952527,0.00006784774],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000021120211,0.000080598,0.00012310805,0.000061090344,0.000010068393,0.000011760904,0.00009343112,0.00006388051,0.38293934],"category_scores_gemma":[0.00087503507,0.0000685615,0.000076813,0.00017089192,0.000006635492,0.00006690675,0.000047562524,0.00013826093,0.005043509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010773998,0.000029184275,0.00012862931,0.008806718,0.00005022011,0.00011643105,0.0002160996,0.0000015579142,0.0016697821,0.000023191,0.97419196,0.014755429],"study_design_scores_gemma":[0.0007249397,0.0003602792,0.052225552,0.05213235,0.00016938355,0.00019679463,0.000032364216,0.0017333897,0.041590184,0.00012714705,0.85045177,0.00025586516],"about_ca_topic_score_codex":0.000002751838,"about_ca_topic_score_gemma":0.0000010747781,"teacher_disagreement_score":0.92801166,"about_ca_system_score_codex":0.000024127026,"about_ca_system_score_gemma":0.00009976629,"threshold_uncertainty_score":0.9957312},"labels":[],"label_agreement":null},{"id":"W6885950761","doi":"10.1371/journal.pone.0309837.s011","title":"Excluded studies and reason (N = 57).","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Older people; MEDLINE; Meta-analysis; Scale (ratio); China; Health care; Subgroup analysis; Systematic review","score_opus":0.10520193793626835,"score_gpt":0.36873819081612264,"score_spread":0.26353625287985427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6885950761","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03680085,0.6279594,0.0000018524835,0.030757833,0.0012665981,0.002315498,0.22772177,0.0029692415,0.07020702],"genre_scores_gemma":[0.9280259,0.00034222004,0.00043688295,0.0011942744,0.0009630446,0.00028579394,0.036122687,0.00007428547,0.032554932],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99947584,0.000008250104,0.00008309628,0.00018814225,0.00012269025,0.00012197133],"domain_scores_gemma":[0.9995782,0.00013912951,0.0000100435755,0.00014284666,0.000060816044,0.00006900019],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000022019247,0.00008746869,0.00013631475,0.000045022905,0.000026417161,0.000029284729,0.000031999458,0.000045665143,0.033360537],"category_scores_gemma":[0.0012077934,0.00006774685,0.00003173536,0.00010212607,0.000008008148,0.00006349285,0.000066588625,0.00011876324,0.0022828458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000061303103,0.000005848676,0.00003959692,0.0017023293,0.00006829885,0.00022901918,0.0005865926,1.0666863e-7,0.000076039345,0.000013223601,0.97518235,0.022090444],"study_design_scores_gemma":[0.00041759195,0.0001434771,0.009571183,0.020832356,0.000053199874,0.0002585092,0.00026849465,0.00022618163,0.0013071838,0.0001670073,0.9666129,0.00014195743],"about_ca_topic_score_codex":0.000002096543,"about_ca_topic_score_gemma":0.0000060345706,"teacher_disagreement_score":0.89122504,"about_ca_system_score_codex":0.000033527227,"about_ca_system_score_gemma":0.0000334688,"threshold_uncertainty_score":0.99849397},"labels":[],"label_agreement":null},{"id":"W6885957372","doi":"10.1371/journal.pone.0307306.s001","title":"PRISMA checklist.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grey literature; Transitional care; Health care; Inclusion (mineral); Scope (computer science); Population; Best practice; Systematic review","score_opus":0.03754472102440051,"score_gpt":0.30482467292736415,"score_spread":0.2672799519029636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6885957372","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004048935,0.013205085,0.000007422379,0.016094401,0.0009890407,0.0014001325,0.38411057,0.003064192,0.57708025],"genre_scores_gemma":[0.57467353,0.0000098062565,0.0005546552,0.0022128115,0.0016823133,0.00031933465,0.2553749,0.000108907356,0.16506375],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99942625,0.000004962552,0.000093555755,0.00017599504,0.00015398087,0.00014527094],"domain_scores_gemma":[0.9996035,0.000051125204,0.0000091797865,0.0002048732,0.000042596203,0.00008871865],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001550943,0.00007948199,0.00009220938,0.000049299877,0.000017243745,0.000040138293,0.00006127034,0.00006582538,0.42470112],"category_scores_gemma":[0.0005560297,0.00006683393,0.000065993554,0.00015321137,0.0000031411294,0.00006147125,0.00003962004,0.00017206791,0.032579523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000032065045,0.000011205366,0.000014489622,0.00064557913,0.000017963328,0.00029349947,0.00012441303,2.6752338e-7,0.00013307818,0.000017789369,0.98291427,0.015824253],"study_design_scores_gemma":[0.0001619986,0.000045782097,0.003076762,0.004390052,0.000012845019,0.00014289262,0.000010748465,0.000558643,0.0019617614,0.000029796623,0.9895324,0.000076325865],"about_ca_topic_score_codex":0.0000023938485,"about_ca_topic_score_gemma":0.0000018692127,"teacher_disagreement_score":0.5706246,"about_ca_system_score_codex":0.00004321837,"about_ca_system_score_gemma":0.00008235493,"threshold_uncertainty_score":0.96817374},"labels":[],"label_agreement":null},{"id":"W6885963792","doi":"10.1371/journal.pone.0309837.s010","title":"The search and screening strategy.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Older people; MEDLINE; Meta-analysis; Scale (ratio); Health care; Diabetes mellitus; Risk assessment; Systematic review","score_opus":0.09261317649578069,"score_gpt":0.34426078651667613,"score_spread":0.2516476100208954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6885963792","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053820446,0.16105995,0.000051503488,0.06695727,0.00088118954,0.0046525802,0.4372782,0.0031548867,0.27214396],"genre_scores_gemma":[0.968919,0.000033586643,0.00010729846,0.00022630248,0.0003553877,0.00005974301,0.014371559,0.000029009487,0.015898112],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995199,0.000010826444,0.00006038905,0.00012261776,0.00014429053,0.00014196675],"domain_scores_gemma":[0.99957085,0.00019133888,0.0000035908383,0.00013024535,0.00003717303,0.00006683331],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000041847517,0.00005409,0.00005096351,0.000021520651,0.00007669732,0.00013087431,0.000049569557,0.00003405351,0.028554028],"category_scores_gemma":[0.0002734663,0.00003364218,0.000023010212,0.00009490206,0.000008453032,0.000049864906,0.000050509938,0.00019696077,0.0011114771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008347907,0.0000034714662,0.000046906298,0.00035693153,0.000030567135,0.00015503264,0.00016196007,0.000005150576,0.000076914,0.00006136101,0.77426356,0.2248298],"study_design_scores_gemma":[0.00030370147,0.00014590271,0.024239564,0.006801439,0.000016870772,0.000262067,0.00030488064,0.012082435,0.0008715906,0.000053677562,0.95480585,0.00011204187],"about_ca_topic_score_codex":0.000007637192,"about_ca_topic_score_gemma":0.00001088393,"teacher_disagreement_score":0.91509855,"about_ca_system_score_codex":0.0000103903085,"about_ca_system_score_gemma":0.00005216054,"threshold_uncertainty_score":0.9996663},"labels":[],"label_agreement":null},{"id":"W6885987019","doi":"10.1371/journal.pone.0309837.s005","title":"Meta regression analysis.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Older people; Meta-analysis; MEDLINE; Scale (ratio); Systematic review; Risk assessment; Subgroup analysis","score_opus":0.11380453368199368,"score_gpt":0.34905343486517537,"score_spread":0.2352489011831817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6885987019","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017121414,0.08453024,0.000046937785,0.017583616,0.0005847837,0.0013222644,0.75052184,0.0028943915,0.14080378],"genre_scores_gemma":[0.63510454,0.00001715525,0.0004290597,0.0009985183,0.0004321557,0.00021824735,0.27920175,0.00004765502,0.0835509],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993048,0.000013969633,0.000114691546,0.0002250385,0.00021276086,0.00012875797],"domain_scores_gemma":[0.9994467,0.00009316686,0.00001654223,0.0002994101,0.000053016905,0.00009114531],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002843423,0.00010316883,0.0002586629,0.00018285282,0.000021176771,0.000036542267,0.00006712227,0.00006415641,0.61840093],"category_scores_gemma":[0.00035498617,0.00006325486,0.00036554298,0.0007133039,0.0000027141189,0.00006749035,0.000045409237,0.00015255266,0.008164597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004022797,0.000012490691,0.000028375685,0.00036096922,0.0037977276,0.00026781272,0.000074332886,0.0000075202165,0.000071639945,0.000006709393,0.9913991,0.003969269],"study_design_scores_gemma":[0.00012222659,0.000037187358,0.003604163,0.0017599075,0.005090363,0.000035997946,0.000009262727,0.0029722627,0.0014705644,0.000023859888,0.98477703,0.00009719275],"about_ca_topic_score_codex":0.00000486334,"about_ca_topic_score_gemma":0.000008170769,"teacher_disagreement_score":0.6333924,"about_ca_system_score_codex":0.000028284248,"about_ca_system_score_gemma":0.00004478115,"threshold_uncertainty_score":0.99260765},"labels":[],"label_agreement":null},{"id":"W6885997560","doi":"10.1371/journal.pone.0309837.s004","title":"Pooled prevalence of pre-frailty.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Older people; MEDLINE; Meta-analysis; Health care; Subgroup analysis; China; Scale (ratio); Diabetes mellitus; Risk assessment","score_opus":0.04255901229751122,"score_gpt":0.3167094668396309,"score_spread":0.2741504545421197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6885997560","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044066727,0.032510255,0.000015227305,0.0042016413,0.00069567724,0.0026654357,0.817056,0.0015721848,0.09721683],"genre_scores_gemma":[0.93807817,0.000019174513,0.00022090574,0.00022114883,0.00023918704,0.00012739452,0.018382324,0.000038963062,0.042672727],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992056,0.000012190906,0.00017412691,0.00021547504,0.00024062903,0.00015201027],"domain_scores_gemma":[0.9993557,0.00012023387,0.000028730246,0.00032078483,0.00009350535,0.00008105937],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000026788732,0.00009899822,0.00014533506,0.00006847296,0.000012148773,0.000015204968,0.000120757555,0.0000751626,0.302021],"category_scores_gemma":[0.0010347504,0.00008476999,0.000089018184,0.00019017344,0.000008331453,0.000084120016,0.00006425188,0.00015933065,0.0032274863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027792441,0.00004505693,0.00016170728,0.012637228,0.00007128082,0.000108468776,0.0004076618,0.000003914269,0.0018117649,0.000020939007,0.96647894,0.018225228],"study_design_scores_gemma":[0.00093822554,0.0005373478,0.12647346,0.06337271,0.00023811612,0.00025276476,0.00003106448,0.0026788758,0.05081197,0.00013720185,0.75419277,0.0003354833],"about_ca_topic_score_codex":0.0000042393776,"about_ca_topic_score_gemma":0.0000017745076,"teacher_disagreement_score":0.89401144,"about_ca_system_score_codex":0.000030335155,"about_ca_system_score_gemma":0.00012240018,"threshold_uncertainty_score":0.99754864},"labels":[],"label_agreement":null},{"id":"W6889505061","doi":"10.25905/21424995.v1","title":"Practitioner perceptions of the feasibility of common frailty screening instruments within general practice settings: a mixed methods study: BMC Primary Care","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Checklist; General practice; Primary care; Vulnerability (computing); Intervention (counseling); Perception; Focus group; Test (biology); Scale (ratio)","score_opus":0.08758074473227231,"score_gpt":0.40198404128283577,"score_spread":0.3144032965505634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6889505061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8813809,0.00018537373,0.000045495573,0.0007583534,0.00027306948,0.0035461737,0.110480346,0.00010016455,0.0032300788],"genre_scores_gemma":[0.92331594,4.5614027e-7,0.046947856,0.0007075552,0.00006774419,0.0004959414,0.028116122,0.00003910802,0.0003092756],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9962826,0.0016790298,0.0005911091,0.00038063398,0.0008658329,0.00020079435],"domain_scores_gemma":[0.99709755,0.00059942406,0.000773922,0.00092915236,0.0005155087,0.0000844409],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006236349,0.0001882421,0.0004136082,0.00008776008,0.00034494113,0.000015690772,0.00034342977,0.00007271084,0.015656952],"category_scores_gemma":[0.00520317,0.00015742476,0.00019030552,0.000508569,0.000035975532,0.00026101596,0.00083685084,0.00074455416,0.00001091074],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002586775,0.011783167,0.5188695,0.009481735,0.001543488,0.000064048196,0.1098398,0.0059379744,0.020190641,0.000022616216,0.26054302,0.059137255],"study_design_scores_gemma":[0.0033281243,0.0011038325,0.9082142,0.0014321507,0.00040512322,0.00015070525,0.07337274,0.0006881585,0.0021603298,0.000013838563,0.008872636,0.00025816524],"about_ca_topic_score_codex":0.0001954122,"about_ca_topic_score_gemma":0.00010631161,"teacher_disagreement_score":0.3893447,"about_ca_system_score_codex":0.00036905997,"about_ca_system_score_gemma":0.00041621548,"threshold_uncertainty_score":0.98524284},"labels":[],"label_agreement":null},{"id":"W6889692387","doi":"10.25905/21424995","title":"Practitioner perceptions of the feasibility of common frailty screening instruments within general practice settings: a mixed methods study: BMC Primary Care","year":2022,"lang":"en","type":"article","venue":"Torrens University","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Checklist; General practice; Primary care; Vulnerability (computing); Intervention (counseling); Perception; Focus group; Test (biology); Scale (ratio)","score_opus":0.045580518252066014,"score_gpt":0.3487456323765557,"score_spread":0.3031651141244897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6889692387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99402493,0.00001989081,0.00091932854,0.0004466623,0.0003304656,0.0010011687,0.00023580853,0.000045986668,0.0029757526],"genre_scores_gemma":[0.9361402,0.0000018125332,0.06272084,0.00015247855,0.000026191641,0.000003016022,0.00009504775,0.000012835848,0.00084760966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9967185,0.0019117222,0.00029477256,0.00031845315,0.000595605,0.00016092086],"domain_scores_gemma":[0.99803126,0.0003136048,0.00050838274,0.00071857456,0.00034699705,0.0000811581],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008791589,0.00014276855,0.0003494064,0.00012160442,0.00048087188,0.0000053552976,0.00029782444,0.00005630665,0.00017422896],"category_scores_gemma":[0.0004533862,0.00013521183,0.00016404664,0.0005387274,0.0001870345,0.00024951375,0.0007576643,0.0005726989,0.0000010265582],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016598727,0.0030430425,0.9335727,0.00037583054,0.00039144635,0.000024884816,0.041435428,0.0015549149,0.007669167,0.00008941274,0.0020419117,0.008141373],"study_design_scores_gemma":[0.0030390488,0.00071610184,0.79264367,0.00006883266,0.0006861791,0.000051635496,0.19922268,0.00036777317,0.0005743033,0.000007230822,0.0024801164,0.00014241875],"about_ca_topic_score_codex":0.0015547391,"about_ca_topic_score_gemma":0.00032601462,"teacher_disagreement_score":0.15778726,"about_ca_system_score_codex":0.00077313924,"about_ca_system_score_gemma":0.00036425545,"threshold_uncertainty_score":0.55137783},"labels":[],"label_agreement":null},{"id":"W6891646203","doi":"10.48307/nms.2023.175270","title":"The relationship between fear of falling and frailty in older adults undergoing hemodialysis","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Fear of falling; Hemodialysis; Psychological intervention; Falling (accident); Poison control; Older people; Falls in older adults; Cognitive impairment; Injury prevention","score_opus":0.2780899766701541,"score_gpt":0.5269036515979395,"score_spread":0.2488136749277854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6891646203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99070257,0.0059147226,0.00011468762,0.0013459838,0.00017255361,0.0006687887,0.000024433977,0.000043891585,0.0010123858],"genre_scores_gemma":[0.99339503,0.0055290787,0.00023467786,0.00007582772,0.00014447184,0.000027489936,0.00002700046,0.000051826104,0.00051461736],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969701,0.00029213968,0.0011280348,0.0004065776,0.00078770245,0.0004154169],"domain_scores_gemma":[0.99290127,0.0054093855,0.0006688328,0.0005452337,0.00025041783,0.00022489045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002156448,0.00025531216,0.00082277524,0.0009978353,0.0002894223,0.00033282719,0.0009784641,0.00016283238,0.00037274862],"category_scores_gemma":[0.003968415,0.00020367006,0.00016858648,0.0021634295,0.00020634038,0.0008974029,0.0005984517,0.0006346718,0.000015153936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016671362,0.00006599799,0.97894704,0.00027902925,0.00015683922,0.000025875217,0.00090621604,0.0001350275,0.0013730179,0.000041631727,0.003393847,0.014508754],"study_design_scores_gemma":[0.0017691216,0.000014135719,0.9885206,0.00248223,0.00013532212,0.0000074420473,0.0005663422,0.00026731595,0.0021307792,0.0036632635,0.0002445206,0.0001988969],"about_ca_topic_score_codex":0.0009064716,"about_ca_topic_score_gemma":0.00051717437,"teacher_disagreement_score":0.014309857,"about_ca_system_score_codex":0.00010603532,"about_ca_system_score_gemma":0.0001857579,"threshold_uncertainty_score":0.8305424},"labels":[],"label_agreement":null},{"id":"W6894045358","doi":"10.5281/zenodo.7311957","title":"Older adults from more recent born cohorts have improved cognitive function","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Cognition; Cohort; Cognitive decline; Cohort effect; Cohort study","score_opus":0.022474745976036242,"score_gpt":0.2511888327235417,"score_spread":0.22871408674750546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6894045358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8132135,0.0015625193,0.005316975,0.01599908,0.0016300759,0.007784851,0.0067672497,0.004695145,0.14303055],"genre_scores_gemma":[0.9793016,0.00008502692,0.00011908033,0.0011030688,0.00027650557,7.0440734e-7,0.01554019,0.0014556324,0.002118241],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99755484,0.0003275225,0.00032680662,0.0006687936,0.0006984012,0.0004236242],"domain_scores_gemma":[0.9981397,0.0000465408,0.00014726985,0.0004959533,0.0008923887,0.00027816815],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039026167,0.00020311713,0.00024467323,0.00022078308,0.0019254779,0.00020260326,0.00039122955,0.000069109825,0.05658222],"category_scores_gemma":[0.0008044853,0.00022312967,0.000076982564,0.0005017476,0.00015306448,0.00017130934,0.0011711194,0.00063148467,0.001904519],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038610648,0.0011802677,0.00015674673,0.00012836253,0.0004402308,0.00017920535,0.008699763,0.000020688743,0.0055055614,0.00009118307,0.38977796,0.58995897],"study_design_scores_gemma":[0.0051206932,0.0013008717,0.021076009,0.0001473063,0.00018043975,0.00024189086,0.006838257,0.0014499172,0.0010968347,0.0000453509,0.96218497,0.0003174863],"about_ca_topic_score_codex":0.00011924201,"about_ca_topic_score_gemma":0.0000015060792,"teacher_disagreement_score":0.5896415,"about_ca_system_score_codex":0.00035906394,"about_ca_system_score_gemma":0.0000123902155,"threshold_uncertainty_score":0.99937385},"labels":[],"label_agreement":null},{"id":"W6901491552","doi":"10.60692/0y93p-ehq70","title":"Prevalence of frailty and association with patient centered outcomes: A prospective registry-embedded cohort study from India","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Comorbidity; Cohort study; Odds ratio; Odds; Prospective cohort study; Receipt; Logistic regression; Renal replacement therapy; Malnutrition","score_opus":0.01869080443950526,"score_gpt":0.24004271542734051,"score_spread":0.22135191098783524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901491552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948131,0.000010437121,0.00051304314,0.00004435009,0.00023358323,0.0025052016,0.00053491484,0.00018971275,0.0011556528],"genre_scores_gemma":[0.9991216,3.0675537e-7,0.00018081442,0.000038582322,0.000026776968,0.00019478139,0.00003942462,0.000013235391,0.0003844945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817693,0.00006285733,0.0006473136,0.00023342753,0.00071433955,0.00016515108],"domain_scores_gemma":[0.99880296,0.000031033964,0.00041242555,0.0003761983,0.00029455818,0.00008279528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026085012,0.00019085543,0.00038666496,0.00016866997,0.000044280758,0.00010347861,0.00006707858,0.00010548571,0.000021419564],"category_scores_gemma":[0.000092074304,0.00013240494,0.00004850057,0.00020010672,0.000026207876,0.00047282656,0.000044262055,0.00016101518,0.00006366031],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001240211,0.000013107789,0.85493255,0.0011284363,0.00043431274,0.000009770781,0.14315549,0.0000026112396,0.000001250376,0.000004567616,0.00006994562,0.00012396701],"study_design_scores_gemma":[0.002026944,0.00044842536,0.97314936,0.0012338201,0.00030499362,0.000020514844,0.021999877,0.000417137,0.00026138188,5.239415e-7,0.000013864308,0.0001231365],"about_ca_topic_score_codex":0.00006259817,"about_ca_topic_score_gemma":0.0000011758187,"teacher_disagreement_score":0.12115561,"about_ca_system_score_codex":0.00044751188,"about_ca_system_score_gemma":0.00006938539,"threshold_uncertainty_score":0.53993165},"labels":[],"label_agreement":null},{"id":"W6901547000","doi":"10.60692/n8qdg-zv331","title":"Current Trends of Computational Tools in Geriatric Medicine and Frailty Management","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Geriatrics; Healthy aging; MEDLINE; Disease; Disease management; Multimorbidity; Frailty Index","score_opus":0.060005206223338,"score_gpt":0.2792426557004694,"score_spread":0.21923744947713142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901547000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98171836,0.00007139123,0.0042650946,0.0006959227,0.0005950986,0.000737611,0.00020905657,0.000099308265,0.011608142],"genre_scores_gemma":[0.9990845,7.100951e-7,0.00038255885,0.00010406531,0.00003515771,0.00009301738,0.00014938657,0.000005661037,0.00014495423],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851865,0.000048655507,0.00067638,0.000112578164,0.00051201606,0.00013175026],"domain_scores_gemma":[0.9994451,0.000013608913,0.00023788975,0.00017540004,0.00006860333,0.00005938858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033315242,0.00011089684,0.00026983576,0.00087446696,0.000057022222,0.0000132336745,0.00007288114,0.000024023278,0.0001516184],"category_scores_gemma":[0.000011908658,0.00009497152,0.000034217832,0.0005633407,0.000032389333,0.00020208242,0.00010477038,0.000116017254,0.000017805023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009201896,0.00005393593,0.54612625,0.007852728,0.00025090599,0.000050053277,0.22908238,0.00996864,0.0000021187507,0.0032394405,0.006009305,0.19644405],"study_design_scores_gemma":[0.006970736,0.00029568924,0.96119153,0.00043452802,0.00007594566,0.00018175555,0.018057415,0.008277604,0.000006957134,0.000008522201,0.004346941,0.00015234084],"about_ca_topic_score_codex":0.0000081319395,"about_ca_topic_score_gemma":1.1536321e-7,"teacher_disagreement_score":0.4150653,"about_ca_system_score_codex":0.00016771017,"about_ca_system_score_gemma":0.00001909603,"threshold_uncertainty_score":0.3872826},"labels":[],"label_agreement":null},{"id":"W6901631633","doi":"10.60692/4fn8p-gvt85","title":"Frailty in Parkinson's disease and its association with early dementia: A longitudinal study","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Odds ratio; Odds; Frailty Index; Dementia; Logistic regression; Longitudinal study; Disease; Vulnerability (computing)","score_opus":0.0360474687415082,"score_gpt":0.23920670396259297,"score_spread":0.20315923522108476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901631633","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976266,0.000013538868,0.00017375966,0.00019517764,0.00011738786,0.0013229414,0.00009167375,0.000098277626,0.00036066477],"genre_scores_gemma":[0.9991481,9.874609e-8,0.000031805033,0.00009625713,0.0000327852,0.00042158153,0.00002789434,0.000010511712,0.00023100332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983677,0.00010763912,0.0004103783,0.00017295226,0.0007219575,0.00021935072],"domain_scores_gemma":[0.9992702,0.0000097333705,0.00026187146,0.00020342878,0.00012284091,0.00013192341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000471852,0.00014313826,0.00023045462,0.00027269853,0.00016121632,0.00007992782,0.0000693893,0.00003376171,0.000045173565],"category_scores_gemma":[0.000037233418,0.00012222597,0.000027840078,0.00031258288,0.0000070469105,0.00048694713,0.00009118441,0.00019133506,0.00006198315],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003747601,0.000019071527,0.9591386,0.00017421618,0.00013127891,0.000047802274,0.039915826,0.00006864944,1.6941469e-7,0.000009033987,0.00005906981,0.00006156017],"study_design_scores_gemma":[0.004416665,0.00039385445,0.97962576,0.000086740925,0.00016906983,0.000031665466,0.01374747,0.0011001999,0.0000057755583,2.0888446e-7,0.00029663398,0.0001259802],"about_ca_topic_score_codex":0.00003435111,"about_ca_topic_score_gemma":0.0000037669122,"teacher_disagreement_score":0.026168356,"about_ca_system_score_codex":0.00044850976,"about_ca_system_score_gemma":0.00006307385,"threshold_uncertainty_score":0.49842307},"labels":[],"label_agreement":null},{"id":"W6901806567","doi":"10.60692/3p5qg-ra344","title":"Standard set of health outcome measures for older persons","year":2018,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Health care; Delphi method; Loneliness; Autonomy; Outcome (game theory); Set (abstract data type); Mood; Delphi","score_opus":0.09413098020362039,"score_gpt":0.313754972092675,"score_spread":0.21962399188905463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901806567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68188477,0.000022895141,0.2999203,0.0030935637,0.0015303537,0.0040998016,0.0025482185,0.00050056743,0.0063995514],"genre_scores_gemma":[0.9971006,5.6193116e-8,0.001685732,0.00048627655,0.00015916197,0.000060316215,0.00005029477,0.000013515543,0.00044405798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826616,0.000041296556,0.0008935759,0.00011271029,0.0004284186,0.0002578571],"domain_scores_gemma":[0.9984974,0.000010330912,0.00042541485,0.00036482763,0.0005872192,0.000114761184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007580789,0.00014394076,0.0004529331,0.0002166208,0.00011466998,0.000030898245,0.00008774933,0.00008491285,0.000032035394],"category_scores_gemma":[0.00008679791,0.000110688095,0.000114917035,0.0001391658,0.0000628424,0.00025071733,0.000021156831,0.00006195343,0.00015580986],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063291803,0.0000046336754,0.52639186,0.0068794126,0.00021724237,9.0714485e-7,0.4430327,0.0000069477805,0.000003705625,0.00023087609,0.013732896,0.0088658985],"study_design_scores_gemma":[0.030827863,0.004564058,0.6570375,0.0050840634,0.00039656486,0.00044195176,0.22558202,0.003777739,0.0068636234,0.0000050572103,0.06438348,0.0010360889],"about_ca_topic_score_codex":0.000016829019,"about_ca_topic_score_gemma":8.38741e-7,"teacher_disagreement_score":0.31521586,"about_ca_system_score_codex":0.00019449697,"about_ca_system_score_gemma":0.00013324665,"threshold_uncertainty_score":0.45137295},"labels":[],"label_agreement":null},{"id":"W6901822845","doi":"10.6084/m9.figshare.13153000.v1","title":"Additional file 4 of Revisiting the hypothesis of syndromic frailty: a cross-sectional study of the structural validity of the frailty phenotype","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Centre Hospitalier de l’Université de Montréal; McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Montreal General Hospital; Jewish General Hospital","funders":"","keywords":"Selection (genetic algorithm); Phenotype; Structural variation; Identification (biology)","score_opus":0.1275295875221611,"score_gpt":0.3058132784202254,"score_spread":0.17828369089806428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901822845","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24836124,0.000019666064,7.9176836e-8,0.00023550483,0.000038219154,0.0005530634,0.7503343,0.0000115360535,0.0004463478],"genre_scores_gemma":[0.95794314,2.0901655e-7,0.000116114265,0.00016021526,0.000259469,0.00007787194,0.041221768,0.000022166194,0.00019905326],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99798846,0.00017338163,0.0006236766,0.00024070361,0.0008194263,0.00015432618],"domain_scores_gemma":[0.9953294,0.0027626376,0.0007771532,0.0005962789,0.00048417953,0.000050358885],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007523507,0.00016550013,0.00038931015,0.000025554096,0.00012855479,0.000009880457,0.0005945879,0.00009445946,0.8491941],"category_scores_gemma":[0.015319213,0.000089877285,0.00030423264,0.0004050732,0.00011140208,0.00006411854,0.000329436,0.00034703853,0.000047363636],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010072857,0.000095271724,0.01211608,0.00082782743,0.00021654335,0.0000019721597,0.0009714943,0.00016324957,0.00049797905,0.0000039944034,0.9841186,0.0008862904],"study_design_scores_gemma":[0.00064684876,0.00021308704,0.9849031,0.0020009906,0.00005862945,0.000019260375,0.0002797913,0.00037567885,0.0018656584,0.00004595563,0.009505433,0.00008554165],"about_ca_topic_score_codex":0.00003568982,"about_ca_topic_score_gemma":0.000014482754,"teacher_disagreement_score":0.97461313,"about_ca_system_score_codex":0.000037565143,"about_ca_system_score_gemma":0.0002478873,"threshold_uncertainty_score":0.9929752},"labels":[],"label_agreement":null},{"id":"W6901829543","doi":"10.6084/m9.figshare.13521003.v1","title":"Additional file 1 of Portals to frailty? Data-driven analyses detect early frailty profiles","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Data file; Identification (biology); Set (abstract data type); Window (computing); Table (database)","score_opus":0.17696659656845792,"score_gpt":0.36980940107443805,"score_spread":0.19284280450598013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901829543","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00044435763,0.000105820574,0.0000017422578,0.00023446191,0.000026090553,0.00033832807,0.9923675,0.00009294431,0.006388728],"genre_scores_gemma":[0.00467877,8.042995e-7,0.008288486,0.0005464077,0.00029613168,0.0006031724,0.9779164,0.00003999241,0.007629818],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980928,0.00004513253,0.00039868418,0.00056881906,0.0005912061,0.0003033706],"domain_scores_gemma":[0.9966276,0.0011253889,0.0001723601,0.0012132538,0.0005953161,0.0002660281],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000021281923,0.0002128384,0.0004356525,0.00012585538,0.000056374123,0.000032892644,0.00039153136,0.00014206627,0.9975044],"category_scores_gemma":[0.01754293,0.00020390554,0.00014656343,0.0005439707,0.00001716596,0.00021191256,0.00045078582,0.0002308439,0.007830363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001658626,0.000070842536,0.00001947534,0.00019350521,0.00013988004,0.00022809347,0.000045783727,0.00000820643,0.0008613899,3.9042956e-7,0.9949946,0.0034212896],"study_design_scores_gemma":[0.00031350783,0.00015440391,0.045193363,0.005301181,0.000043702792,0.0000729731,0.000052940628,0.00015402267,0.010972501,0.000009935786,0.93751514,0.00021635418],"about_ca_topic_score_codex":0.000018008059,"about_ca_topic_score_gemma":0.00010586161,"teacher_disagreement_score":0.98967403,"about_ca_system_score_codex":0.000038809634,"about_ca_system_score_gemma":0.00055480713,"threshold_uncertainty_score":0.99294215},"labels":[],"label_agreement":null},{"id":"W6901863907","doi":"10.6084/m9.figshare.19227082","title":"Additional file 3 of Prioritization of indicators of the quality of care provided to older adults with frailty by key stakeholders from five canadian provinces","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University of Calgary; Dalhousie University; Université Laval","funders":"","keywords":"Prioritization; Key (lock); Quality (philosophy); Distribution (mathematics); Perception; Data collection","score_opus":0.024667715353729514,"score_gpt":0.2525428697935876,"score_spread":0.22787515443985806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901863907","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041924614,0.00006665032,1.5182214e-7,0.00018182972,0.000015088776,0.0012525448,0.9558956,0.000010597888,0.00065292657],"genre_scores_gemma":[0.47685564,1.17157406e-7,0.00014803653,0.000096402044,0.000011968749,0.00045644518,0.5222484,0.000013037598,0.00016997273],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99825937,0.000099327,0.00044198707,0.00025425083,0.00077929214,0.00016574762],"domain_scores_gemma":[0.9978612,0.0005124536,0.0005871942,0.0003842495,0.0004908594,0.00016403261],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000031279313,0.00013267495,0.00033537197,0.00014103425,0.0000664897,0.0000030897947,0.00027761175,0.00006844926,0.82274836],"category_scores_gemma":[0.0031653526,0.000107210624,0.00008356565,0.0005396781,0.00004241919,0.00005858563,0.00009654587,0.00017428116,0.000007174179],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014249749,0.00008807702,0.0010242305,0.0008563467,0.00005696652,0.0000014822605,0.0060129035,0.00003126542,0.00004997676,0.0000013366982,0.9903762,0.0013587701],"study_design_scores_gemma":[0.0040082233,0.0017792657,0.538815,0.025839156,0.0000923893,0.0000043852456,0.036584802,0.000059343743,0.019850615,0.0000100596435,0.37244415,0.00051260606],"about_ca_topic_score_codex":0.029051576,"about_ca_topic_score_gemma":0.054972276,"teacher_disagreement_score":0.8227412,"about_ca_system_score_codex":0.00020997434,"about_ca_system_score_gemma":0.002146416,"threshold_uncertainty_score":0.9774141},"labels":[],"label_agreement":null},{"id":"W6901879472","doi":"10.60692/fm8c4-rwn73","title":"Frailty, nutrition-related parameters, and mortality across the adult age spectrum","year":2018,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Anthropometry; Malnutrition; National Health and Nutrition Examination Survey; Frailty Index; Observational study; Alcohol consumption; National Death Index; Alcohol intake","score_opus":0.04151851573855261,"score_gpt":0.2729511834265677,"score_spread":0.2314326676880151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901879472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992367,0.0000063230887,0.000864525,0.0008421086,0.0004895335,0.0010007723,0.00016522214,0.00026562114,0.0039988356],"genre_scores_gemma":[0.9984506,7.157487e-7,0.00019942487,0.0006708839,0.00016956367,0.00008009241,0.000060013484,0.000013331659,0.00035542608],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983719,0.00005979296,0.0006606781,0.00018158073,0.0003862979,0.00033973044],"domain_scores_gemma":[0.9987646,0.000016330761,0.00024409441,0.0005994901,0.00023611757,0.0001394107],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034133278,0.00020461589,0.00028857036,0.00008425869,0.00028211958,0.00020198296,0.00013624704,0.00016573099,0.000040425224],"category_scores_gemma":[0.000068897156,0.00013513834,0.00008280664,0.00025326613,0.00028073383,0.00045772275,0.000077860306,0.00019212287,0.0009460195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031837155,0.000023552482,0.6318067,0.0021266981,0.0005305024,0.000056555466,0.3595246,0.0000055493674,0.000012733999,0.0009904325,0.0031058346,0.0014985051],"study_design_scores_gemma":[0.0062446054,0.00040093667,0.9492405,0.0011314587,0.00017256482,0.00079249276,0.0348991,0.002959448,0.0021943206,0.000044424924,0.0015276843,0.0003924475],"about_ca_topic_score_codex":0.000084568484,"about_ca_topic_score_gemma":0.00000788821,"teacher_disagreement_score":0.32462552,"about_ca_system_score_codex":0.00009414489,"about_ca_system_score_gemma":0.000023651752,"threshold_uncertainty_score":0.99983186},"labels":[],"label_agreement":null},{"id":"W6901958612","doi":"10.6084/m9.figshare.13487341","title":"Additional file 1 of Clinical outcomes in patients with atrial fibrillation and frailty: insights from the ENGAGE AF-TIMI 48 trial","year":2020,"lang":"en","type":"article","venue":"Open MIND","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Atrial fibrillation; Edoxaban; Table (database); Warfarin; Life table; Baseline (sea)","score_opus":0.08608381936952329,"score_gpt":0.3416736717428687,"score_spread":0.2555898523733454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901958612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8996584,0.000009222148,0.000001724862,0.0012160887,0.00012035675,0.0013890644,0.09611165,0.0000018473123,0.0014916713],"genre_scores_gemma":[0.91035473,0.000003993646,0.01162704,0.0006030858,0.0016876961,0.000031162082,0.07483918,0.000031817668,0.0008213032],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99865687,0.00017007286,0.0004948315,0.00027726794,0.0003107987,0.00009015794],"domain_scores_gemma":[0.99517363,0.0042713103,0.00020742719,0.00018712663,0.000063719344,0.00009679971],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009790912,0.00011023295,0.00043424167,0.000019999055,0.000041317875,0.000029680707,0.00013018008,0.000101265585,0.27016437],"category_scores_gemma":[0.0046451925,0.00006734248,0.00008237366,0.00010453974,0.00009444582,0.0001413713,0.00012218297,0.00023471507,0.00012878315],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0429708,0.00015257216,0.16144845,0.0000065014756,0.00025430357,0.000011880182,0.00170527,0.000008087216,0.000001660632,0.0000016534781,0.7225488,0.070890054],"study_design_scores_gemma":[0.054030035,0.0010538612,0.6434863,0.00013853822,0.00005907184,2.8578833e-7,0.000102390455,0.00015015232,0.000007631065,0.00001751688,0.30086443,0.00008977767],"about_ca_topic_score_codex":0.00006620283,"about_ca_topic_score_gemma":0.00016783006,"teacher_disagreement_score":0.48203787,"about_ca_system_score_codex":0.000011828698,"about_ca_system_score_gemma":0.0001677879,"threshold_uncertainty_score":0.7305028},"labels":[],"label_agreement":null},{"id":"W6901964101","doi":"10.6084/m9.figshare.21541998","title":"Additional file 1 of The impact of cardiovascular health and frailty on mortality for males and females across the life course","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Cardiovascular health; Table (database); Life table; Disease; Frailty Index; Mortality rate; Association (psychology)","score_opus":0.10301810798359975,"score_gpt":0.3966831597348426,"score_spread":0.2936650517512428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6901964101","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59479105,0.0005786958,8.62606e-7,0.00082805066,0.000020943542,0.00089035905,0.40247762,5.57506e-7,0.00041187194],"genre_scores_gemma":[0.9912538,0.000020265208,0.00051130744,0.00023093968,0.0000616359,0.00032295045,0.0065225703,0.0000137815005,0.0010627452],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99912286,0.00010188368,0.00018287663,0.00017549297,0.00028124906,0.00013564179],"domain_scores_gemma":[0.99868864,0.00063702697,0.00013776607,0.00039821657,0.000052468742,0.00008590329],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00040835136,0.00008441659,0.00029619955,0.000009397258,0.00022889889,0.000015170097,0.00017164697,0.000023000084,0.07905135],"category_scores_gemma":[0.000528779,0.000048092916,0.00017771941,0.000073616844,0.00023485448,0.000035119698,0.00023404173,0.000119087155,0.0000016820995],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022408979,0.00021286009,0.0052463347,0.000076902856,0.0011319414,0.0000022950094,0.0017099509,0.00021278915,0.00001124753,0.0000056229433,0.96618664,0.02497931],"study_design_scores_gemma":[0.0013225473,0.0008750436,0.6580235,0.00019356508,0.00012464749,0.000050105387,0.0027146018,0.00020298165,0.0000844843,0.000034631634,0.3362948,0.00007910386],"about_ca_topic_score_codex":0.00035598665,"about_ca_topic_score_gemma":0.000081867045,"teacher_disagreement_score":0.65277714,"about_ca_system_score_codex":0.000028358423,"about_ca_system_score_gemma":0.00048315292,"threshold_uncertainty_score":0.92179054},"labels":[],"label_agreement":null},{"id":"W6902012741","doi":"10.6084/m9.figshare.19607566","title":"Additional file 4 of Evaluations of postoperative transitions in care for older adults: a scoping review","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; Queen's University","funders":"","keywords":"MEDLINE; Health care; Data collection; Patient care; Work (physics)","score_opus":0.048141132655229214,"score_gpt":0.3525956146689371,"score_spread":0.30445448201370784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902012741","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011728929,0.004031719,6.9648274e-7,0.0006351739,0.00000844393,0.00246333,0.9921589,0.000011016246,0.0006790262],"genre_scores_gemma":[0.002066404,0.000007384823,0.0007456916,0.00064478564,0.000015737729,0.015826715,0.9805487,0.000012359664,0.00013221745],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9991568,0.000048913433,0.00029752462,0.00015034547,0.0002497787,0.00009665845],"domain_scores_gemma":[0.99862266,0.0005674039,0.00010480543,0.00014972442,0.0005241014,0.000031304247],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000024675659,0.0000730817,0.00024986858,0.00008749501,0.00006452958,0.0000013968706,0.00006645998,0.000024178276,0.99195737],"category_scores_gemma":[0.003086646,0.00007772079,0.000111780246,0.00027927692,0.000007770704,0.000049322527,0.000027336293,0.00010861249,0.000039920946],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019656798,0.00008479432,4.0200976e-7,0.010202018,0.00001106175,0.0000021179771,0.0016173263,0.000025982865,0.0000047129424,0.0000012733856,0.98586905,0.0021616262],"study_design_scores_gemma":[0.001665774,0.0004091751,0.0010149543,0.8836828,0.00004198022,0.000024159252,0.0025935972,0.00029402832,0.00011567406,0.0000044673275,0.110030405,0.00012299565],"about_ca_topic_score_codex":0.0000034250488,"about_ca_topic_score_gemma":0.00007712275,"teacher_disagreement_score":0.99191743,"about_ca_system_score_codex":0.00007914932,"about_ca_system_score_gemma":0.00053314137,"threshold_uncertainty_score":0.36952266},"labels":[],"label_agreement":null},{"id":"W6902021824","doi":"10.6084/m9.figshare.13180793.v1","title":"Frailty impact on postoperative complications and early mortality rates in patients undergoing radical cystectomy for bladder cancer: a systematic review","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cystectomy; Frailty Index; Adverse effect; Bladder cancer; Hospital readmission; Risk assessment; Mortality rate; Risk of mortality","score_opus":0.08804997517134061,"score_gpt":0.37433490974013117,"score_spread":0.28628493456879056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902021824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5177054,0.037502322,0.000018571678,0.031553704,0.00008002368,0.037074305,0.3746131,0.000355969,0.0010966021],"genre_scores_gemma":[0.9708602,0.00006235972,0.000044288714,0.0069940034,0.000028187786,0.0019039013,0.020055959,0.00002965765,0.00002147152],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9988209,0.000079882666,0.00038734503,0.00030736005,0.00021053791,0.00019394523],"domain_scores_gemma":[0.9988804,0.00035238545,0.00013630996,0.00023719936,0.00019291326,0.00020077958],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004702666,0.0001867585,0.0006009439,0.000037706443,0.000057787238,0.000028425186,0.00009681204,0.00006544942,0.0021430503],"category_scores_gemma":[0.0033349579,0.00013796907,0.00009764358,0.00019565836,0.000012194099,0.00009182752,0.000038552243,0.00018162194,0.00009698854],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026090868,0.0005191541,0.07104541,0.62412167,0.00089766504,0.000029002636,0.0028282406,0.000040295214,0.000052830746,0.00003219515,0.29964042,0.000532213],"study_design_scores_gemma":[0.0034450206,0.0011244619,0.5112016,0.48244146,0.00020557328,0.0000052645837,0.000039514136,0.0008290339,0.0000730799,0.00000858045,0.00037913653,0.00024724915],"about_ca_topic_score_codex":0.0000471244,"about_ca_topic_score_gemma":0.00004392416,"teacher_disagreement_score":0.45315477,"about_ca_system_score_codex":0.00013887054,"about_ca_system_score_gemma":0.00014856015,"threshold_uncertainty_score":0.9987691},"labels":[],"label_agreement":null},{"id":"W6902033591","doi":"10.6084/m9.figshare.26986495.v1","title":"Additional file 5 of Screening for the primary prevention of fragility fractures among adults aged 40 years and older in primary care: systematic reviews of the effects and acceptability of screening and treatment, and the accuracy of risk prediction tools","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Primary prevention; Primary care; Systematic review; Fragility; Fragility fracture; MEDLINE; Medical screening","score_opus":0.02380639422713965,"score_gpt":0.2802708873511996,"score_spread":0.25646449312405994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902033591","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.296418,0.0118503915,0.000012867742,0.000016483793,0.000014973771,0.005585507,0.686056,0.000007962608,0.000037787577],"genre_scores_gemma":[0.95002055,0.00028636865,0.0005487419,0.0000113457845,0.000026645732,0.0013044247,0.047772873,0.000012946644,0.000016108037],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9985009,0.0003768925,0.0006179068,0.0002157301,0.00020411533,0.00008449295],"domain_scores_gemma":[0.98426425,0.014676047,0.00062205736,0.00029860003,0.000113388,0.000025629126],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037583034,0.00013707137,0.0006189826,0.000052206236,0.000045041463,0.000011881623,0.000073992676,0.000086315056,0.00850569],"category_scores_gemma":[0.013493201,0.00007114439,0.00014217502,0.00014135637,0.00015787237,0.00017229198,0.000096850235,0.00014759495,8.716246e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018308642,0.00025705068,0.033942953,0.54882395,0.0007951951,0.0000018444796,0.014582916,0.000018367298,0.00021413431,0.0000021801725,0.07772334,0.32180718],"study_design_scores_gemma":[0.0017947756,0.00019119531,0.9159688,0.08046565,0.00029096392,0.000004563314,0.00032005194,0.0003775533,0.00030796567,0.000014531877,0.00022034018,0.000043606582],"about_ca_topic_score_codex":0.00008254502,"about_ca_topic_score_gemma":0.00008217024,"teacher_disagreement_score":0.88202584,"about_ca_system_score_codex":0.00002968754,"about_ca_system_score_gemma":0.000056040597,"threshold_uncertainty_score":0.99481654},"labels":[],"label_agreement":null},{"id":"W6902050419","doi":"10.6084/m9.figshare.19607566.v1","title":"Additional file 4 of Evaluations of postoperative transitions in care for older adults: a scoping review","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; Queen's University","funders":"","keywords":"MEDLINE; Health care; Data collection; Patient care; Work (physics)","score_opus":0.048141132655229214,"score_gpt":0.3525956146689371,"score_spread":0.30445448201370784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902050419","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011728929,0.004031719,6.9648274e-7,0.0006351739,0.00000844393,0.00246333,0.9921589,0.000011016246,0.0006790262],"genre_scores_gemma":[0.002066404,0.000007384823,0.0007456916,0.00064478564,0.000015737729,0.015826715,0.9805487,0.000012359664,0.00013221745],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9991568,0.000048913433,0.00029752462,0.00015034547,0.0002497787,0.00009665845],"domain_scores_gemma":[0.99862266,0.0005674039,0.00010480543,0.00014972442,0.0005241014,0.000031304247],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000024675659,0.0000730817,0.00024986858,0.00008749501,0.00006452958,0.0000013968706,0.00006645998,0.000024178276,0.99195737],"category_scores_gemma":[0.003086646,0.00007772079,0.000111780246,0.00027927692,0.000007770704,0.000049322527,0.000027336293,0.00010861249,0.000039920946],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019656798,0.00008479432,4.0200976e-7,0.010202018,0.00001106175,0.0000021179771,0.0016173263,0.000025982865,0.0000047129424,0.0000012733856,0.98586905,0.0021616262],"study_design_scores_gemma":[0.001665774,0.0004091751,0.0010149543,0.8836828,0.00004198022,0.000024159252,0.0025935972,0.00029402832,0.00011567406,0.0000044673275,0.110030405,0.00012299565],"about_ca_topic_score_codex":0.0000034250488,"about_ca_topic_score_gemma":0.00007712275,"teacher_disagreement_score":0.99191743,"about_ca_system_score_codex":0.00007914932,"about_ca_system_score_gemma":0.00053314137,"threshold_uncertainty_score":0.36952266},"labels":[],"label_agreement":null},{"id":"W6902050907","doi":"10.6084/m9.figshare.26000071.v1","title":"Additional file 1 of Geriatric assessment with management for older patients with cancer receiving radiotherapy: a cluster-randomised controlled pilot study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cancer; Table (database); MEDLINE; Data collection; Disease","score_opus":0.01584184386827171,"score_gpt":0.2823726912017184,"score_spread":0.2665308473334467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902050907","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004792843,0.00011729438,0.000036934383,0.00011857813,0.0000482769,0.009968067,0.9876394,0.00008324661,0.0015088621],"genre_scores_gemma":[0.03442213,0.000003328093,0.00604556,0.00025652262,0.00023895387,0.06246138,0.8886111,0.00009987731,0.007861192],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9985863,0.000043270433,0.00029788545,0.00036404398,0.00048805017,0.00022043634],"domain_scores_gemma":[0.997615,0.0016412168,0.0001516037,0.00022965063,0.000284388,0.00007818766],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004720104,0.00021423561,0.00047484657,0.0001569778,0.000053434815,0.00004388836,0.00009212252,0.000027772,0.94414556],"category_scores_gemma":[0.00022273362,0.00013925537,0.00008074268,0.00026436732,0.000008057124,0.000091456204,0.0000270221,0.000114031456,0.000031976706],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0097309565,0.000929726,0.000090554124,0.0011609496,0.0013646585,0.000020626674,0.00014055413,0.000044390938,8.6615677e-7,3.0268458e-7,0.98112226,0.005394141],"study_design_scores_gemma":[0.39142847,0.012659262,0.20509477,0.033961102,0.00085779774,0.000010246514,0.00022935521,0.004497894,0.0000041864428,0.0000027397944,0.35071418,0.00053999014],"about_ca_topic_score_codex":0.0000062084,"about_ca_topic_score_gemma":0.000035181605,"teacher_disagreement_score":0.9441136,"about_ca_system_score_codex":0.0001966606,"about_ca_system_score_gemma":0.00023738891,"threshold_uncertainty_score":0.5678669},"labels":[],"label_agreement":null},{"id":"W6902056796","doi":"10.6084/m9.figshare.26626978","title":"Additional file 1 of Assessment of frailty by paramedics using the clinical frailty scale - an inter-rater reliability and accuracy study","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Reliability (semiconductor); Scale (ratio); MEDLINE; Clinical Practice; Frailty Index","score_opus":0.13521207135059934,"score_gpt":0.4698916848681808,"score_spread":0.33467961351758146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902056796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87109464,0.000028934484,0.00010244402,0.00058433454,0.00016496549,0.001204277,0.12499239,0.000003921101,0.0018240933],"genre_scores_gemma":[0.957476,0.0000066062958,0.02943167,0.00013230348,0.00016725349,0.00012058159,0.010589391,0.000026938314,0.0020492263],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99799526,0.00027084988,0.0007269956,0.0004616833,0.00038946347,0.0001557684],"domain_scores_gemma":[0.9956094,0.0033088934,0.00017048138,0.0006232898,0.00015604401,0.00013190474],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009415331,0.00014812534,0.0004266327,0.00003535873,0.000055437755,0.00007743487,0.00030428622,0.000111303736,0.41429308],"category_scores_gemma":[0.0014674378,0.00009724566,0.00007904048,0.00015597773,0.00045085105,0.00027686782,0.00035101615,0.0004350598,0.000023356019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009748827,0.0017551677,0.013677439,0.00006703449,0.00016630153,0.00001719922,0.0012053436,0.000003909026,0.00017620677,6.944568e-7,0.86787647,0.11495673],"study_design_scores_gemma":[0.0020061345,0.0028563407,0.1777829,0.0016797441,0.00036739433,0.000054372216,0.0045275227,0.017908704,0.00048230425,0.00011686378,0.7919439,0.00027384242],"about_ca_topic_score_codex":0.00014943506,"about_ca_topic_score_gemma":0.000107536616,"teacher_disagreement_score":0.41426975,"about_ca_system_score_codex":0.000047612284,"about_ca_system_score_gemma":0.00045952192,"threshold_uncertainty_score":0.5862423},"labels":[],"label_agreement":null},{"id":"W6902072352","doi":"10.6084/m9.figshare.26594633.v1","title":"Additional file 2 of Barriers and facilitators to participation in exercise prehabilitation before cancer surgery for older adults with frailty: a qualitative study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; McGill University; Ottawa Hospital","funders":"","keywords":"Prehabilitation; Qualitative research; Cancer; Cancer surgery; MEDLINE","score_opus":0.029442609937418034,"score_gpt":0.35136643346556584,"score_spread":0.3219238235281478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902072352","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14080429,0.000090065565,0.0000012061699,0.0001982016,0.000018473193,0.0022128208,0.85661894,0.000038313905,0.000017701113],"genre_scores_gemma":[0.50658274,3.3853718e-7,0.00031759596,0.00004093731,0.000029784427,0.02493517,0.46775103,0.00002292723,0.00031947417],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99881935,0.00005565475,0.00030367545,0.00036163256,0.0002726452,0.00018701174],"domain_scores_gemma":[0.9959462,0.0034140162,0.000057124988,0.00013520717,0.000290585,0.00015681935],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008323996,0.00014419721,0.00028549627,0.00022235423,0.000029588167,0.000015752372,0.000033532655,0.00005961119,0.7608113],"category_scores_gemma":[0.006982571,0.00012157288,0.000054267417,0.00039364464,0.000018879182,0.00017950089,0.000019900393,0.000089641435,0.000054133598],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032772264,0.000084892185,0.00035500884,0.0017808946,0.00004123261,0.000006099538,0.11433704,0.000011519622,5.0447426e-7,4.8206846e-7,0.8619653,0.021089306],"study_design_scores_gemma":[0.0025909934,0.0023632948,0.6487466,0.12499559,0.00012177037,0.0000038583003,0.14767678,0.0019866384,0.00007601809,0.00007674817,0.07085982,0.00050190336],"about_ca_topic_score_codex":0.00005670661,"about_ca_topic_score_gemma":0.0008135954,"teacher_disagreement_score":0.7911055,"about_ca_system_score_codex":0.00010016773,"about_ca_system_score_gemma":0.00033824955,"threshold_uncertainty_score":0.8359294},"labels":[],"label_agreement":null},{"id":"W6902076976","doi":"10.6084/m9.figshare.22619284.v1","title":"Additional file 4 of Development of a UK core dataset for geriatric medicine research: a position statement and results from a Delphi consensus process","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Core (optical fiber); Delphi; Delphi method; Process (computing); Position statement; Position (finance)","score_opus":0.2579643831723238,"score_gpt":0.41409038223845984,"score_spread":0.15612599906613606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902076976","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002254527,0.000040132334,3.8480943e-7,0.0006921,0.000010713435,0.00091332797,0.9959532,0.000022251415,0.000113337126],"genre_scores_gemma":[0.007400945,0.0000022570218,0.0027366993,0.000052735002,0.000089504596,0.0014515385,0.98803097,0.000014796173,0.00022052662],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830467,0.000026642772,0.00059600535,0.00028586012,0.0005729284,0.00021389016],"domain_scores_gemma":[0.99445593,0.004244805,0.00025227686,0.00021557666,0.00071810954,0.0001132689],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019604886,0.00010595871,0.00024844086,0.00024803897,0.00007025224,0.000004366638,0.00008876382,0.00006613435,0.718367],"category_scores_gemma":[0.015363991,0.00009160236,0.000020354624,0.00045935976,0.000046277313,0.000025794316,0.000091009475,0.000105553154,0.00014544981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006110825,0.000048402468,0.0000013005216,0.0009048335,0.000057761372,0.000025536348,0.0010709867,0.0000014635556,0.00015956585,3.8974758e-7,0.99579924,0.0013194532],"study_design_scores_gemma":[0.005192689,0.0007576376,0.008587079,0.020490928,0.00003469926,0.000021051581,0.0014430999,0.0008590917,0.0013480269,0.00021268369,0.9608951,0.00015790568],"about_ca_topic_score_codex":0.000026605387,"about_ca_topic_score_gemma":0.00006291349,"teacher_disagreement_score":0.71822155,"about_ca_system_score_codex":0.00005609186,"about_ca_system_score_gemma":0.0005776923,"threshold_uncertainty_score":0.99293},"labels":[],"label_agreement":null},{"id":"W6902085988","doi":"10.6084/m9.figshare.25341238.v1","title":"Additional file 1 of Age- and sex-specific associations of frailty with mortality and healthcare utilization in community-dwelling adults from ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Laurentian University; McMaster University; Health Sciences North; Dalhousie University; NOSM University","funders":"","keywords":"Health care; MEDLINE; Population; Disease; Public health","score_opus":0.11171319500777586,"score_gpt":0.3290775638670126,"score_spread":0.2173643688592367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902085988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7523032,0.00013085543,0.0000036602905,0.00016645956,0.000020850232,0.00030033375,0.24548642,0.0000012039978,0.0015870369],"genre_scores_gemma":[0.9089463,0.00001330664,0.0030002624,0.00003582571,0.000017596712,0.000028762273,0.08708909,0.0000095821015,0.0008592933],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9992063,0.000077636134,0.00025632928,0.00016250706,0.00020710297,0.000090142035],"domain_scores_gemma":[0.9986708,0.00092878006,0.0000834354,0.00017543469,0.000078209596,0.00006331207],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010583218,0.00008161412,0.0002353947,0.000044238855,0.00005683231,0.000024495803,0.00006906456,0.000057178473,0.10792828],"category_scores_gemma":[0.00010486707,0.00007720645,0.000010677428,0.00014045245,0.000065092696,0.000097309254,0.00005505769,0.00027978406,0.000001317546],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022724847,0.00042861464,0.21828799,0.0005593639,0.0003875683,0.00023650103,0.037185874,0.000042508538,0.000064427055,0.000028826866,0.64254355,0.10000751],"study_design_scores_gemma":[0.0006441019,0.00012707945,0.8861483,0.0025695688,0.000026154526,0.0000057932557,0.0025173477,0.00039363978,0.00013299884,0.00006150605,0.10728475,0.00008876499],"about_ca_topic_score_codex":0.95097345,"about_ca_topic_score_gemma":0.99812865,"teacher_disagreement_score":0.6678603,"about_ca_system_score_codex":0.00021020685,"about_ca_system_score_gemma":0.00090432254,"threshold_uncertainty_score":0.8928872},"labels":[],"label_agreement":null},{"id":"W6902100076","doi":"10.6084/m9.figshare.24655821","title":"Additional file 1 of Decreasing hospitalizations through geriatric hotlines: a prospective French multicenter study of people aged 75 and above","year":2023,"lang":"en","type":"article","venue":"Open MIND","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Multicenter study; Prospective cohort study; MEDLINE; Cohort study","score_opus":0.02467093692182458,"score_gpt":0.3106338960835326,"score_spread":0.285962959161708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902100076","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91727686,0.000015603562,0.000009066141,0.00007254585,0.000043700347,0.001848177,0.07826046,0.0000058271817,0.0024677524],"genre_scores_gemma":[0.9632941,0.000008230634,0.015836768,0.000017290486,0.000069928836,0.0004211524,0.016617518,0.000026816797,0.0037082182],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9990299,0.00003812741,0.0003007404,0.00026600543,0.00023404928,0.0001312093],"domain_scores_gemma":[0.9986674,0.00063962815,0.00016662269,0.00021859462,0.00024469427,0.00006302716],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006520964,0.00010804493,0.00029463385,0.00009658271,0.00006366801,0.000023890658,0.00010975501,0.000044528093,0.26055628],"category_scores_gemma":[0.0017896887,0.00009863169,0.000034663593,0.0006545226,0.000047887082,0.00017490458,0.000151577,0.00007496954,0.00007206947],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015940014,0.002569865,0.10033789,0.000110412024,0.00034359173,0.000038799255,0.054016978,0.000015751266,0.00019207655,0.0000034584898,0.83987343,0.0023383643],"study_design_scores_gemma":[0.0033189948,0.00063944637,0.9790692,0.00041308632,0.0001283517,0.000008786189,0.011256793,0.00036365216,0.00022240597,0.000044187982,0.004415854,0.00011926667],"about_ca_topic_score_codex":0.00042138377,"about_ca_topic_score_gemma":0.0006522828,"teacher_disagreement_score":0.8787313,"about_ca_system_score_codex":0.000028196886,"about_ca_system_score_gemma":0.000114240225,"threshold_uncertainty_score":0.74011964},"labels":[],"label_agreement":null},{"id":"W6902110687","doi":"10.6084/m9.figshare.19227076","title":"Additional file 1 of Prioritization of indicators of the quality of care provided to older adults with frailty by key stakeholders from five canadian provinces","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University of Calgary; Dalhousie University; Université Laval","funders":"","keywords":"Prioritization; Key (lock); Health care; Quality (philosophy); Older people; MEDLINE","score_opus":0.025091449695014353,"score_gpt":0.25290184623319245,"score_spread":0.22781039653817808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902110687","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041648578,0.000066328255,1.510172e-7,0.00018269107,0.0000149529005,0.0012527694,0.9561746,0.000010612712,0.0006493161],"genre_scores_gemma":[0.47544286,1.1555748e-7,0.00014973913,0.00009647585,0.0000118369935,0.00046483366,0.5236543,0.000013038666,0.00016681546],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99825954,0.00009941963,0.00044179687,0.0002543582,0.0007791388,0.00016575996],"domain_scores_gemma":[0.99786043,0.0005168868,0.00058711343,0.00038481355,0.00048671494,0.00016404856],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003129303,0.00013269302,0.00033533882,0.00014107981,0.00006649523,0.000003083665,0.0002777808,0.000068454894,0.8262372],"category_scores_gemma":[0.0031661727,0.000107237065,0.00008357081,0.0005398718,0.000042416268,0.000058542042,0.00009661344,0.00017431563,0.0000070990745],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014144914,0.000087977605,0.0010212602,0.000841112,0.000056921646,0.0000014628353,0.006003023,0.00003120612,0.00004977678,0.0000013426995,0.9904269,0.0013375815],"study_design_scores_gemma":[0.003970505,0.0017885452,0.5437022,0.025991803,0.00009355945,0.0000044422836,0.03689391,0.000059480706,0.019518951,0.000010069937,0.36745203,0.00051452743],"about_ca_topic_score_codex":0.02874508,"about_ca_topic_score_gemma":0.054632828,"teacher_disagreement_score":0.8262301,"about_ca_system_score_codex":0.00020917151,"about_ca_system_score_gemma":0.0021452708,"threshold_uncertainty_score":0.9777226},"labels":[],"label_agreement":null},{"id":"W6902146476","doi":"10.6084/m9.figshare.26641729.v1","title":"Additional file 2 of Reversing frailty in older adults: a scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bruyère; Montfort Hospital; University of Ottawa","funders":"","keywords":"Reversing; MEDLINE; Older people; Work (physics); Context (archaeology)","score_opus":0.04517028912957997,"score_gpt":0.3242190351751628,"score_spread":0.27904874604558283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902146476","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000028750708,0.01784312,1.3147319e-7,0.00035151895,0.000026711383,0.00066039443,0.9752382,0.00006869875,0.0058083166],"genre_scores_gemma":[0.00019395212,0.000087464345,0.0005130881,0.0007605892,0.00012627669,0.00073257065,0.99639565,0.00002197948,0.0011684431],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99904925,0.000019944062,0.00028657352,0.00024110045,0.00023949814,0.00016365731],"domain_scores_gemma":[0.998737,0.0008455723,0.000053608386,0.00019933034,0.00010036375,0.000064121385],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000024431532,0.00010824429,0.00025867487,0.000103383376,0.000017408665,0.000009732896,0.00007365722,0.00007074323,0.9979745],"category_scores_gemma":[0.005736529,0.00010288609,0.00010288847,0.000393471,0.000007693631,0.00012081257,0.000049718958,0.00022024279,0.0036006023],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004981474,0.000023894841,6.0689024e-7,0.04471826,0.000008914782,0.00009521326,0.000059869497,1.64516e-7,8.599656e-7,2.834397e-7,0.94575936,0.009327619],"study_design_scores_gemma":[0.0001524976,0.000021019572,0.0004706702,0.6429172,0.000006823101,0.000040208244,0.000012174558,0.00008213918,0.000018094304,0.0000015965315,0.35621586,0.00006171006],"about_ca_topic_score_codex":0.000004611766,"about_ca_topic_score_gemma":0.000023945942,"teacher_disagreement_score":0.9943739,"about_ca_system_score_codex":0.00007220223,"about_ca_system_score_gemma":0.00025489877,"threshold_uncertainty_score":0.9971752},"labels":[],"label_agreement":null},{"id":"W6902159354","doi":"10.6084/m9.figshare.25284804","title":"Additional file 1 of The role of frailty in the relationships between social relationships and health outcomes: a longitudinal study","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Jewish General Hospital; Université de Montréal; Concordia University","funders":"","keywords":"Longitudinal study; Social relationship; Longitudinal data; Social relation; Interpersonal relationship","score_opus":0.22394238932073915,"score_gpt":0.3973512493348209,"score_spread":0.17340886001408176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902159354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7273053,0.0002502074,0.000007943274,0.022208313,0.000079459045,0.0039738333,0.22511686,0.0000062897725,0.02105177],"genre_scores_gemma":[0.9943084,5.40604e-7,0.0008912346,0.000023054747,0.00006135569,0.00011582837,0.003195623,0.000008866343,0.0013950964],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864256,0.0003392129,0.00039012163,0.00018983457,0.0003265887,0.00011169627],"domain_scores_gemma":[0.9967607,0.0028174145,0.00012152597,0.00022267363,0.00004357744,0.00003410994],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00089699164,0.00008759274,0.00024879942,0.00007436831,0.0001920399,0.000032923774,0.00021342788,0.00006263659,0.068485655],"category_scores_gemma":[0.0009925108,0.00005292824,0.00005537889,0.0003928758,0.000112678645,0.00011061237,0.00011541771,0.0005377137,0.00004770948],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000136302015,0.00022102539,0.69022804,0.000027828684,0.000090742615,0.000003404668,0.015057168,8.809505e-7,6.856902e-7,0.00012344267,0.28076527,0.01346791],"study_design_scores_gemma":[0.00037678066,0.0001122154,0.94396126,0.00030362062,0.000049644725,0.0000076659535,0.008027578,0.000026875954,0.0000023290731,0.0006577914,0.04643097,0.00004323879],"about_ca_topic_score_codex":0.00016364055,"about_ca_topic_score_gemma":0.0015167843,"teacher_disagreement_score":0.2670031,"about_ca_system_score_codex":0.000052259464,"about_ca_system_score_gemma":0.00033061387,"threshold_uncertainty_score":0.9323659},"labels":[],"label_agreement":null},{"id":"W6902160355","doi":"10.6084/m9.figshare.25341238","title":"Additional file 1 of Age- and sex-specific associations of frailty with mortality and healthcare utilization in community-dwelling adults from Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Laurentian University; McMaster University; Health Sciences North; Dalhousie University; NOSM University","funders":"","keywords":"Health care; MEDLINE; Population; Disease; Public health","score_opus":0.11460828678471072,"score_gpt":0.3011067173588954,"score_spread":0.18649843057418466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902160355","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06514547,0.0003224856,2.9428037e-7,0.00008179604,0.00001174025,0.00019654397,0.93382215,0.000014713922,0.0004047948],"genre_scores_gemma":[0.36567098,0.000003542962,0.0001516069,0.000045141376,0.000017972437,0.0000581003,0.633899,0.000008023612,0.0001456467],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99922895,0.000058156627,0.00022792479,0.00014644902,0.0002391373,0.000099373705],"domain_scores_gemma":[0.9982208,0.0013429427,0.0000833219,0.00016448958,0.00012211782,0.000066330605],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000028075949,0.00009092398,0.00020912987,0.000052476575,0.000051461117,0.000011484978,0.000043439737,0.00007166841,0.62845653],"category_scores_gemma":[0.0004576403,0.00008805893,0.000015709877,0.00015645877,0.000017028797,0.000067003035,0.00003340253,0.0003390546,0.0000032016114],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012711045,0.000036762744,0.006317294,0.0006173721,0.000042477208,0.000038011472,0.0021256767,0.000006232389,0.0000017165305,0.0000024976334,0.9891719,0.001627308],"study_design_scores_gemma":[0.00033441614,0.000078728095,0.84206134,0.013472068,0.000010536473,0.0000045810693,0.0006324341,0.00040759292,0.000035569046,0.00003666058,0.14284569,0.00008040576],"about_ca_topic_score_codex":0.8000181,"about_ca_topic_score_gemma":0.992612,"teacher_disagreement_score":0.84632623,"about_ca_system_score_codex":0.00022692792,"about_ca_system_score_gemma":0.00073630165,"threshold_uncertainty_score":0.37188312},"labels":[],"label_agreement":null},{"id":"W6902161370","doi":"10.6084/m9.figshare.26584740","title":"Additional file 1 of The impact of unexpected intensive care unit admission after cancer surgery on long-term symptom burden among older adults: a population-based longitudinal analysis","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Manitoba; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Cancer surgery; Intensive care unit; Unit (ring theory); Cancer; MEDLINE","score_opus":0.025584666929601974,"score_gpt":0.33439622217880116,"score_spread":0.3088115552491992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902161370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8429097,0.0001295649,0.0000019412687,0.00018408085,0.00006507544,0.000523525,0.1560407,0.0000045424545,0.00014085857],"genre_scores_gemma":[0.94694775,0.0000020675889,0.00006609219,0.00003147685,0.0000932415,0.00031294173,0.05123357,0.000025979562,0.0012869012],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841976,0.00007942355,0.0004401877,0.000409605,0.00045151144,0.00019952361],"domain_scores_gemma":[0.99696505,0.0012120405,0.00022236312,0.00047911156,0.0009864272,0.00013497773],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000043809072,0.00022364556,0.0005255762,0.00040254285,0.000048882,0.00004518385,0.00019178557,0.00010784709,0.75682104],"category_scores_gemma":[0.0008496565,0.00014442478,0.0005650491,0.0012412695,0.000099950965,0.00012844382,0.00008610434,0.00021046004,0.000038813403],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006210837,0.00007988658,0.8553186,0.00017269271,0.0012174688,0.00011031655,0.0014152644,0.0005524134,0.000017257209,4.11183e-8,0.13023028,0.010264714],"study_design_scores_gemma":[0.00045183138,0.000095020536,0.98237944,0.013325106,0.00072777446,0.0000053994713,0.00053549535,0.001756226,0.00036934114,5.840657e-7,0.00020460386,0.0001491777],"about_ca_topic_score_codex":0.0035664144,"about_ca_topic_score_gemma":0.00195923,"teacher_disagreement_score":0.75678223,"about_ca_system_score_codex":0.00026148732,"about_ca_system_score_gemma":0.0007654083,"threshold_uncertainty_score":0.5889471},"labels":[],"label_agreement":null},{"id":"W6902213071","doi":"10.6084/m9.figshare.26691991","title":"Additional file 3 of “It’s a stressful, trying time for the caretaker”: an interpretive description qualitative study of postoperative transitions in care for older adults with frailty from the perspectives of informal caregivers","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Ottawa","funders":"","keywords":"Qualitative research; Perspective (graphical); Context (archaeology); Older people; Focus group; Data collection","score_opus":0.02983380508746807,"score_gpt":0.31006341671579984,"score_spread":0.28022961162833177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902213071","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039651956,0.00025351523,0.000020664764,0.00026529867,0.000015134412,0.0030049172,0.9565651,0.00001798585,0.00020547326],"genre_scores_gemma":[0.62698907,4.5244911e-7,0.00026816025,0.000027592157,0.000027064036,0.0024989469,0.37012404,0.000016247634,0.000048446494],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99886,0.00011190629,0.00032228508,0.00027311934,0.0002876809,0.00014500321],"domain_scores_gemma":[0.994228,0.004226441,0.00014628432,0.00022469221,0.0011372099,0.000037353017],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004307678,0.00017705075,0.00032126263,0.00009590557,0.00008844047,0.000018552335,0.00015862139,0.00007387627,0.26520225],"category_scores_gemma":[0.0014331423,0.00010907471,0.00013687625,0.00023221412,0.00008978581,0.0003160488,0.000024638795,0.00020057631,0.000005111689],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084189273,0.00015694255,0.0000024243022,0.0003181498,0.00026395166,0.0000021340927,0.7613845,0.00005936479,0.000017650065,0.000004152643,0.23620445,0.00074437784],"study_design_scores_gemma":[0.0018334362,0.0024788475,0.0033589406,0.019436482,0.00012980035,0.000002483463,0.96858215,0.0023264922,0.00014609563,0.000005179804,0.0015854826,0.00011460669],"about_ca_topic_score_codex":0.00030337696,"about_ca_topic_score_gemma":0.003510443,"teacher_disagreement_score":0.5873371,"about_ca_system_score_codex":0.000121030724,"about_ca_system_score_gemma":0.00034706612,"threshold_uncertainty_score":0.73546946},"labels":[],"label_agreement":null},{"id":"W6902214078","doi":"10.6084/m9.figshare.13532306.v1","title":"Additional file 2 of Reshaping healthcare delivery for elderly patients: the role of community paramedicine; a systematic review","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Critical appraisal; Health care; Healthcare delivery; Systematic review; MEDLINE; Key (lock)","score_opus":0.05489821637384985,"score_gpt":0.30208790432590005,"score_spread":0.2471896879520502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902214078","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003061078,0.017560028,1.4340046e-7,0.0006314295,0.000011474629,0.0014443448,0.97985464,0.000016379696,0.00045096054],"genre_scores_gemma":[0.0042405864,0.000037386988,0.00016504269,0.003584928,0.000039904462,0.0023863197,0.98936373,0.000016573009,0.00016554477],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9986381,0.00024178588,0.0005392606,0.00009696612,0.00033980582,0.00014408841],"domain_scores_gemma":[0.9927677,0.004631441,0.00040035928,0.0005844213,0.001548287,0.00006780432],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008574486,0.00010930428,0.00055638835,0.000029242896,0.00009052257,0.000003982821,0.00017565707,0.00006327839,0.7757009],"category_scores_gemma":[0.03140219,0.000077899145,0.00017052132,0.00019756603,0.000020839849,0.000043174972,0.000076023134,0.00025702856,0.000088595494],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007620743,0.000073088304,0.0000016027185,0.25311968,0.00004547879,0.0000011502859,0.00014527181,1.07020824e-7,0.0000013347101,0.0000019667361,0.7459449,0.0006578129],"study_design_scores_gemma":[0.00037410675,0.0003455036,0.00034890373,0.8416193,0.000113370756,0.00002069666,0.0007990863,0.00004011473,0.00008607547,0.000046543923,0.15614139,0.00006492649],"about_ca_topic_score_codex":0.0000245602,"about_ca_topic_score_gemma":0.000046911005,"teacher_disagreement_score":0.7756123,"about_ca_system_score_codex":0.00004499189,"about_ca_system_score_gemma":0.00027964573,"threshold_uncertainty_score":0.9767567},"labels":[],"label_agreement":null},{"id":"W6902214387","doi":"10.6084/m9.figshare.26594633","title":"Additional file 2 of Barriers and facilitators to participation in exercise prehabilitation before cancer surgery for older adults with frailty: a qualitative study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; McGill University; Ottawa Hospital","funders":"","keywords":"Prehabilitation; Qualitative research; Cancer; Cancer surgery; MEDLINE","score_opus":0.029442609937418034,"score_gpt":0.35136643346556584,"score_spread":0.3219238235281478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902214387","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14080429,0.000090065565,0.0000012061699,0.0001982016,0.000018473193,0.0022128208,0.85661894,0.000038313905,0.000017701113],"genre_scores_gemma":[0.50658274,3.3853718e-7,0.00031759596,0.00004093731,0.000029784427,0.02493517,0.46775103,0.00002292723,0.00031947417],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99881935,0.00005565475,0.00030367545,0.00036163256,0.0002726452,0.00018701174],"domain_scores_gemma":[0.9959462,0.0034140162,0.000057124988,0.00013520717,0.000290585,0.00015681935],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008323996,0.00014419721,0.00028549627,0.00022235423,0.000029588167,0.000015752372,0.000033532655,0.00005961119,0.7608113],"category_scores_gemma":[0.006982571,0.00012157288,0.000054267417,0.00039364464,0.000018879182,0.00017950089,0.000019900393,0.000089641435,0.000054133598],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032772264,0.000084892185,0.00035500884,0.0017808946,0.00004123261,0.000006099538,0.11433704,0.000011519622,5.0447426e-7,4.8206846e-7,0.8619653,0.021089306],"study_design_scores_gemma":[0.0025909934,0.0023632948,0.6487466,0.12499559,0.00012177037,0.0000038583003,0.14767678,0.0019866384,0.00007601809,0.00007674817,0.07085982,0.00050190336],"about_ca_topic_score_codex":0.00005670661,"about_ca_topic_score_gemma":0.0008135954,"teacher_disagreement_score":0.7911055,"about_ca_system_score_codex":0.00010016773,"about_ca_system_score_gemma":0.00033824955,"threshold_uncertainty_score":0.8359294},"labels":[],"label_agreement":null},{"id":"W6902219811","doi":"10.6084/m9.figshare.26986498","title":"Additional file 6 of Screening for the primary prevention of fragility fractures among adults aged 40 years and older in primary care: systematic reviews of the effects and acceptability of screening and treatment, and the accuracy of risk prediction tools","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Primary prevention; Primary care; Fragility; Systematic review; Fragility fracture; MEDLINE; Screening test","score_opus":0.02380168554677879,"score_gpt":0.2802409175671202,"score_spread":0.2564392320203414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902219811","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29578745,0.0119008,0.000012915336,0.000016525011,0.00001500216,0.0056018033,0.6866193,0.0000079764695,0.000038237817],"genre_scores_gemma":[0.9501982,0.00028605212,0.0005486347,0.000011346257,0.000026648133,0.001305705,0.047594294,0.000012947587,0.000016189468],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9985008,0.0003769055,0.0006179175,0.00021573315,0.00020411599,0.00008449976],"domain_scores_gemma":[0.9842616,0.014678643,0.0006221017,0.00029861927,0.00011341363,0.000025631563],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037584096,0.00013707262,0.00061897724,0.000052205414,0.000045035336,0.00001188618,0.00007399777,0.00008631164,0.00845038],"category_scores_gemma":[0.013493671,0.00007114692,0.00014216667,0.00014136259,0.0001578799,0.00017230387,0.0000968537,0.0001476038,8.731354e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018391683,0.00025817557,0.03389852,0.54920244,0.00079576,0.0000018450851,0.01462673,0.00001817536,0.00021401898,0.0000021965502,0.07730178,0.32184118],"study_design_scores_gemma":[0.0017957758,0.00019122065,0.9159879,0.08044573,0.00029100443,0.000004561115,0.0003204896,0.00037579815,0.00030628042,0.000014594114,0.00022304073,0.000043616405],"about_ca_topic_score_codex":0.000083217295,"about_ca_topic_score_gemma":0.0000832965,"teacher_disagreement_score":0.8820894,"about_ca_system_score_codex":0.000029657487,"about_ca_system_score_gemma":0.000056048,"threshold_uncertainty_score":0.99481606},"labels":[],"label_agreement":null},{"id":"W6902228784","doi":"10.6084/m9.figshare.26685207.v1","title":"Additional file 1 of Long-stay ICU patients with frailty: mortality and recovery outcomes at 6 months","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Table (database); Intensive care unit; Life table; Hospital admission; Scale (ratio); Critically ill","score_opus":0.03700117771768405,"score_gpt":0.27658453288922946,"score_spread":0.23958335517154541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902228784","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0136107225,0.00011905396,1.2597549e-7,0.00007871764,0.000034458917,0.0003002661,0.98230225,0.00007424777,0.0034801776],"genre_scores_gemma":[0.020586034,8.51414e-7,0.00016951765,0.00018274733,0.000059956674,0.00034346414,0.96778315,0.00002738447,0.010846869],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99901867,0.00001255,0.00017881508,0.0002680089,0.0003661489,0.00015582003],"domain_scores_gemma":[0.9987114,0.00074426015,0.00006102864,0.00024092932,0.00013567234,0.000106679574],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000010694705,0.00014645688,0.00022772166,0.000060341834,0.000032792523,0.000018944396,0.000055052922,0.000081853366,0.9881281],"category_scores_gemma":[0.0017344671,0.00010915542,0.00007148208,0.000115483694,0.000020053005,0.00013840909,0.000082236,0.00012995131,0.0012415505],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029221344,0.00005827453,0.011243731,0.0005205402,0.00011098246,0.00006482764,0.000036503232,8.473816e-7,4.283007e-7,2.5038813e-7,0.9851725,0.002761876],"study_design_scores_gemma":[0.0003085442,0.00014736908,0.65339786,0.0045299544,0.000026151361,0.0000082451925,0.0000053834324,0.000038674785,0.000021772397,0.0000071707955,0.34141538,0.00009346856],"about_ca_topic_score_codex":0.000012241535,"about_ca_topic_score_gemma":0.00011520771,"teacher_disagreement_score":0.9868866,"about_ca_system_score_codex":0.00007402458,"about_ca_system_score_gemma":0.00009719188,"threshold_uncertainty_score":0.9995361},"labels":[],"label_agreement":null},{"id":"W6902235103","doi":"10.6084/m9.figshare.26045514.v1","title":"Additional file 1 of Interventions that have potential to help older adults living with social frailty: a systematic scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Ottawa; McMaster University; Toronto Rehabilitation Institute; Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Psychological intervention; MEDLINE; Intervention (counseling); Qualitative research; Social support; Systematic review","score_opus":0.06152355366543328,"score_gpt":0.33295099931770394,"score_spread":0.27142744565227067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902235103","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000110278215,0.0060951267,0.000017678585,0.0004164963,0.00004622727,0.002289008,0.9902319,0.00013384692,0.00075871695],"genre_scores_gemma":[0.011020125,0.000014583191,0.00058948563,0.00064972445,0.00038009358,0.0067424583,0.975703,0.000068305126,0.0048322016],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9984288,0.00006304668,0.00044479404,0.0003269385,0.00050621707,0.00023019622],"domain_scores_gemma":[0.9984059,0.0008171284,0.00015716732,0.00023749107,0.0002615541,0.0001207977],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000053301625,0.00019121806,0.0005305316,0.00014381295,0.00007372034,0.00005167774,0.00013592398,0.00007922523,0.9812835],"category_scores_gemma":[0.0038231856,0.00015616654,0.00034095292,0.0002703572,0.0000117177715,0.00014507331,0.00011961254,0.00020375499,0.0029495829],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000373112,0.000035400866,3.002003e-7,0.3654597,0.00007161599,0.000042269792,0.00020154595,3.49426e-7,5.725786e-7,4.860328e-7,0.6338082,0.00037581634],"study_design_scores_gemma":[0.00016254853,0.0001326115,0.000518289,0.993977,0.00015667878,0.00016507991,0.00022766438,0.00013053241,0.0000117395075,8.47151e-7,0.0043619857,0.00015499421],"about_ca_topic_score_codex":0.0000041219655,"about_ca_topic_score_gemma":0.000056727848,"teacher_disagreement_score":0.97833395,"about_ca_system_score_codex":0.00007794515,"about_ca_system_score_gemma":0.00023389567,"threshold_uncertainty_score":0.99782676},"labels":[],"label_agreement":null},{"id":"W6902251323","doi":"10.6084/m9.figshare.26701795.v1","title":"Additional file 2 of Transition of care from post-acute services for the older adults in Quebec: a pilot impact evaluation","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières; McGill University; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Service (business); Pilot program; MEDLINE; Primary care; Data collection; Health care","score_opus":0.020711987742213694,"score_gpt":0.3037748084141443,"score_spread":0.28306282067193056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902251323","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004990008,0.00088823534,7.3438025e-7,0.00036282637,0.000029901606,0.0011539584,0.99241865,0.000026234355,0.00012946919],"genre_scores_gemma":[0.2714132,0.0000011920878,0.000081465776,0.000085633306,0.00010111642,0.0014197835,0.72680813,0.000014996076,0.00007449104],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99911374,0.000027655213,0.00022644101,0.0001865392,0.000334129,0.000111491936],"domain_scores_gemma":[0.99775904,0.0013942022,0.000071568335,0.0001769722,0.0005651358,0.000033066826],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000025373558,0.00011008022,0.00017395262,0.00008708281,0.0000187771,0.000014803506,0.00008398733,0.00006717541,0.9560864],"category_scores_gemma":[0.0004476157,0.00007883824,0.00013606234,0.00017382862,0.000007843192,0.00015170856,0.000012926484,0.00009683877,0.00013405416],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034952103,0.000060658844,0.0000012385974,0.001825993,0.00011890338,0.0000047947415,0.0049546664,0.000049232687,0.00012422791,2.1813939e-7,0.97527725,0.017233321],"study_design_scores_gemma":[0.008990855,0.0039670696,0.40649867,0.26718858,0.000915881,0.000039033603,0.011410844,0.13942271,0.0034079843,0.00008314117,0.15746905,0.0006061805],"about_ca_topic_score_codex":0.0026583623,"about_ca_topic_score_gemma":0.00995845,"teacher_disagreement_score":0.95595235,"about_ca_system_score_codex":0.00010950826,"about_ca_system_score_gemma":0.0003331259,"threshold_uncertainty_score":0.55570483},"labels":[],"label_agreement":null},{"id":"W6902273639","doi":"10.6084/m9.figshare.26045536","title":"Additional file 2 of Interventions that have potential to help older adults living with social frailty: a systematic scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Ottawa; McMaster University; Toronto Rehabilitation Institute; Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Psychological intervention; Intervention (counseling); MEDLINE; Qualitative research; Social support; Systematic review","score_opus":0.05941634570343799,"score_gpt":0.33229673447240043,"score_spread":0.2728803887689624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902273639","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001096128,0.006203241,0.000017298547,0.0004146726,0.000046558747,0.0022871357,0.99010855,0.00013395309,0.0007776571],"genre_scores_gemma":[0.010819466,0.000014967249,0.000575142,0.00064889604,0.0003854868,0.0065986672,0.97604686,0.000068114015,0.004842422],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9984291,0.00006302426,0.0004450032,0.00032668147,0.00050608435,0.00023010725],"domain_scores_gemma":[0.998419,0.0008049497,0.00015738345,0.00023699072,0.0002609198,0.00012076792],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000052996358,0.00019115428,0.00053066784,0.00014371418,0.000073726005,0.00005179542,0.00013584462,0.00007922571,0.9809134],"category_scores_gemma":[0.0037749654,0.00015611299,0.00034088377,0.00027013675,0.000011717601,0.0001451776,0.000119594886,0.00020370577,0.0029166702],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003703012,0.00003532392,2.8968836e-7,0.36638972,0.00007148549,0.000043404623,0.0002013548,3.505448e-7,5.507839e-7,4.9410346e-7,0.63286716,0.00038612992],"study_design_scores_gemma":[0.0001639832,0.00013285085,0.00051037024,0.9938033,0.00015633777,0.00016573358,0.00022559409,0.00012982827,0.0000116819,8.556201e-7,0.004544545,0.00015490479],"about_ca_topic_score_codex":0.000004165559,"about_ca_topic_score_gemma":0.000057080146,"teacher_disagreement_score":0.97799677,"about_ca_system_score_codex":0.00007796858,"about_ca_system_score_gemma":0.00023280391,"threshold_uncertainty_score":0.99785966},"labels":[],"label_agreement":null},{"id":"W6902282899","doi":"10.6084/m9.figshare.26609631","title":"Additional file 2 of Interrupting bedtime to reverse frailty levels in acute care: a study protocol for the Breaking Bad Rest randomized controlled trial","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Randomized controlled trial; Protocol (science); Bedtime; Rest (music); Research design","score_opus":0.07920706248271904,"score_gpt":0.3910346619022005,"score_spread":0.31182759941948146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902282899","genre_codex":"dataset","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000014325696,0.000006994707,0.0000021380922,0.00035863984,0.00005225718,0.35270962,0.64610416,0.00004963709,0.00070221204],"genre_scores_gemma":[0.0013386318,1.8993452e-8,0.0004576831,0.00021170819,0.00040032956,0.8237793,0.17113839,0.00003469149,0.0026392464],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99800336,0.00018853518,0.00078921847,0.00036118197,0.0004061559,0.0002515708],"domain_scores_gemma":[0.98469836,0.0144021865,0.00019861771,0.0003209095,0.0003045114,0.000075427786],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031190703,0.0002199252,0.0010506855,0.00017975664,0.00006511646,0.000059150585,0.00021125792,0.00009571051,0.90219575],"category_scores_gemma":[0.033117913,0.00013706835,0.00046280344,0.00029954955,0.000016428667,0.00009317109,0.00013252367,0.0002968524,0.00034808597],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.31510717,0.00010270083,1.070427e-7,0.0002533315,0.00029946846,0.000039517236,0.0013919559,0.0000050097083,0.0000054993543,5.6245136e-7,0.68118525,0.0016094263],"study_design_scores_gemma":[0.61985755,0.00058795314,0.00006387389,0.0135546215,0.0001229996,0.000009721518,0.00038755074,0.0010791904,0.000014198244,0.0000050383405,0.3642126,0.0001046972],"about_ca_topic_score_codex":0.000027896998,"about_ca_topic_score_gemma":0.00014714741,"teacher_disagreement_score":0.90184766,"about_ca_system_score_codex":0.00013162612,"about_ca_system_score_gemma":0.00040315208,"threshold_uncertainty_score":0.97502655},"labels":[],"label_agreement":null},{"id":"W6902304247","doi":"10.6084/m9.figshare.26652204","title":"Additional file 1 of Machine learning analyses identify multi-modal frailty factors that selectively discriminate four cohorts in the Alzheimer’s disease spectrum: a COMPASS-ND study","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Alberta","funders":"","keywords":"Disease; Feature (linguistics); Feature selection; Support vector machine; Identification (biology)","score_opus":0.21195105192445507,"score_gpt":0.41566122072364625,"score_spread":0.20371016879919118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902304247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8118694,0.00041331784,0.000038313177,0.0009925814,0.00014516032,0.0029868851,0.180669,0.00001950908,0.0028658716],"genre_scores_gemma":[0.9743712,0.0000026385012,0.00067220384,0.000025475074,0.000048401856,0.00025317297,0.022139193,0.000035263554,0.0024524499],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99774355,0.0003114074,0.00039235686,0.00058349926,0.000656884,0.0003123211],"domain_scores_gemma":[0.9977466,0.0015445099,0.00013991326,0.00034704446,0.00006308093,0.00015887436],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027888946,0.00028968859,0.0005009711,0.0002478618,0.00013181841,0.00021689598,0.00043578108,0.00005605305,0.3727219],"category_scores_gemma":[0.00066849106,0.0001974707,0.00016413153,0.0005357501,0.00012540151,0.0003321901,0.0002196007,0.00060346135,0.00017985176],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009954829,0.006177325,0.4111708,0.00018848867,0.003564121,0.004488418,0.032579485,0.0003692947,0.00033575876,0.0000065232025,0.51967967,0.020444635],"study_design_scores_gemma":[0.0010875225,0.00033457467,0.96408534,0.0005376965,0.0007779707,0.000036544796,0.00536231,0.007102275,0.0002744006,0.00003056658,0.020134205,0.00023661758],"about_ca_topic_score_codex":0.0011063069,"about_ca_topic_score_gemma":0.0034441494,"teacher_disagreement_score":0.5529145,"about_ca_system_score_codex":0.000084305786,"about_ca_system_score_gemma":0.00025122703,"threshold_uncertainty_score":0.80526215},"labels":[],"label_agreement":null},{"id":"W6902310705","doi":"10.6084/m9.figshare.26653362","title":"Additional file 3 of “I can’t imagine having to do it on your own”: a qualitative study on postoperative transitions in care from the perspectives of older adults with frailty","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Queen's University","funders":"","keywords":"Qualitative research; Telecare; MEDLINE; Qualitative analysis; Perspective (graphical); Older people","score_opus":0.03456678848275621,"score_gpt":0.3381263149379745,"score_spread":0.30355952645521833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902310705","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030893514,0.00013598015,6.8840404e-7,0.003954774,0.000012802442,0.0012836579,0.9624089,0.000028949076,0.0012807611],"genre_scores_gemma":[0.6346872,2.0489536e-7,0.00013079814,0.00029320832,0.0000510604,0.00110167,0.36349168,0.000022603996,0.00022156852],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.998553,0.00015891995,0.00024203674,0.00042531674,0.00046038767,0.00016036455],"domain_scores_gemma":[0.9970191,0.0020789623,0.00005728718,0.00029192353,0.00048076845,0.00007193963],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000031093896,0.00020567559,0.00029614626,0.00014983551,0.000051106323,0.00002032839,0.0001241239,0.00004912361,0.789212],"category_scores_gemma":[0.0016930222,0.00013555039,0.00008067538,0.0004109398,0.0000325034,0.00007636328,0.000028204684,0.00036154408,0.0002066454],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017424302,0.00025803645,0.0000048076054,0.00006645529,0.00007453276,0.000045360026,0.4853459,0.000018057068,0.000009290546,0.0000026490636,0.51357114,0.00042952996],"study_design_scores_gemma":[0.001293046,0.0019026694,0.0413331,0.044764087,0.00003616921,0.0000051877855,0.9041163,0.00004670433,0.00019310428,0.0000043647237,0.006138039,0.00016722636],"about_ca_topic_score_codex":0.00028132735,"about_ca_topic_score_gemma":0.0021194252,"teacher_disagreement_score":0.78900534,"about_ca_system_score_codex":0.0001800224,"about_ca_system_score_gemma":0.0002640874,"threshold_uncertainty_score":0.55275846},"labels":[],"label_agreement":null},{"id":"W6902327416","doi":"10.6084/m9.figshare.26036507.v1","title":"Additional file 2 of Exploring the perspectives of older adults who are pre-frail and frail to identify interventions to reduce sedentary behaviour and improve mobility: a thematic content analysis","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Osteoporosis Canada; University of Waterloo; McMaster University; University of Manitoba","funders":"","keywords":"Thematic analysis; Psychological intervention; Content analysis; Qualitative research; Quality of life (healthcare); Intervention (counseling)","score_opus":0.07351199993661135,"score_gpt":0.3333109448519885,"score_spread":0.25979894491537714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902327416","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2423034,0.00068353396,0.000003485294,0.00058124214,0.000023727984,0.00081576954,0.75552094,0.00002926846,0.000038652535],"genre_scores_gemma":[0.8771486,0.0000065320273,0.00030944633,0.00008216993,0.000083690415,0.0052783997,0.11459606,0.000028019711,0.0024670484],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99865335,0.00004131553,0.0004004774,0.00042638864,0.00032057898,0.00015788367],"domain_scores_gemma":[0.99817365,0.0008403937,0.00011779847,0.00037323424,0.00034724962,0.00014768504],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000063908345,0.00016526636,0.00039769636,0.00028023164,0.000053664946,0.00004694937,0.00012765979,0.000046944206,0.66104436],"category_scores_gemma":[0.0028645226,0.0001263043,0.00028180852,0.00053094694,0.000035476234,0.00016672743,0.00022939901,0.00017788539,0.00005094383],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056836325,0.000210663,0.00022419603,0.0037582163,0.00061714515,0.000014859391,0.020373484,0.000003222761,0.00008941702,0.0000014369001,0.97035414,0.0042963964],"study_design_scores_gemma":[0.0004879581,0.00038375656,0.8569903,0.083423704,0.00074380153,0.00002809734,0.05452925,0.00027121507,0.000820773,0.000015804255,0.002104506,0.00020084225],"about_ca_topic_score_codex":0.00008967705,"about_ca_topic_score_gemma":0.0002566254,"teacher_disagreement_score":0.9682496,"about_ca_system_score_codex":0.00007461798,"about_ca_system_score_gemma":0.000049628794,"threshold_uncertainty_score":0.515054},"labels":[],"label_agreement":null},{"id":"W6902331321","doi":"10.6084/m9.figshare.19227079","title":"Additional file 2 of Prioritization of indicators of the quality of care provided to older adults with frailty by key stakeholders from five canadian provinces","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University of Calgary; Dalhousie University; Université Laval","funders":"","keywords":"Prioritization; Key (lock); Quality (philosophy); Primary care; MEDLINE; Quality of life (healthcare)","score_opus":0.024279446759861056,"score_gpt":0.25240230070249736,"score_spread":0.22812285394263632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902331321","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041398704,0.00006735681,1.4793278e-7,0.00018181927,0.000015039279,0.0012508658,0.95641184,0.000010612219,0.0006636055],"genre_scores_gemma":[0.47426438,1.1865076e-7,0.0001467939,0.00009661959,0.000012022341,0.0004569443,0.5248425,0.00001303989,0.00016758374],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9982598,0.000099387325,0.0004419868,0.0002541754,0.00077895215,0.00016570142],"domain_scores_gemma":[0.9978685,0.0005098618,0.00058787805,0.00038409018,0.00048565847,0.00016401913],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003112917,0.00013265257,0.00033541754,0.00014099124,0.0000664999,0.0000030900835,0.00027763256,0.00006845528,0.8236024],"category_scores_gemma":[0.003129627,0.00010720345,0.00008355531,0.0005394695,0.000042415708,0.000058580514,0.00009660041,0.00017427714,0.00000702642],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014076669,0.000087985165,0.0009906052,0.00084875454,0.000056944857,0.0000015018084,0.0060102665,0.000031362444,0.00004814186,0.0000013658963,0.99040836,0.0013739186],"study_design_scores_gemma":[0.0039802245,0.0017815226,0.5339376,0.025580604,0.000092853516,0.0000044335447,0.03638564,0.000058857848,0.01932355,0.000010105351,0.3783332,0.0005113935],"about_ca_topic_score_codex":0.02901478,"about_ca_topic_score_gemma":0.054925866,"teacher_disagreement_score":0.82359535,"about_ca_system_score_codex":0.00020922898,"about_ca_system_score_gemma":0.0021361331,"threshold_uncertainty_score":0.9774511},"labels":[],"label_agreement":null},{"id":"W6902342433","doi":"10.6084/m9.figshare.26592950","title":"Additional file 5 of Study protocol for The GOAL Trial: comprehensive geriatric assessment for frail older people with chronic kidney disease to increase attainment of patient-identified goals—a cluster randomised controlled trial","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Kidney disease; Older people; Randomized controlled trial; Cluster (spacecraft); Protocol (science); Geriatrics","score_opus":0.02214815221290515,"score_gpt":0.3271660316803941,"score_spread":0.30501787946748893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902342433","genre_codex":"dataset","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002686653,0.000010242275,0.000019597686,0.00028118398,0.000088723966,0.4345108,0.56475085,0.00003212411,0.000037843245],"genre_scores_gemma":[0.0027764912,6.950731e-8,0.00027905093,0.00019806928,0.00048010945,0.6926028,0.30258963,0.000048474674,0.0010252849],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99714524,0.00021038752,0.00096706935,0.00052324863,0.00081995176,0.0003340966],"domain_scores_gemma":[0.98699176,0.010879162,0.00045831656,0.0005228641,0.0007850222,0.00036285585],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016172862,0.00033723138,0.0009693356,0.00017397851,0.0001171346,0.00006912835,0.00020922715,0.00007855428,0.7178184],"category_scores_gemma":[0.007248255,0.00020632173,0.0005496493,0.00030956123,0.000020832282,0.0000945988,0.00011600202,0.00015605248,0.000052232004],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.45591494,0.0010617557,8.540468e-7,0.0014776103,0.00049131893,0.00000508599,0.00015557265,0.00003563677,0.0000040880186,4.1009267e-7,0.5405483,0.00030441646],"study_design_scores_gemma":[0.70695686,0.007986439,0.0004978023,0.00395383,0.00050610985,0.0000014917694,0.0001445025,0.002116369,0.00001534094,0.00000397959,0.2776453,0.00017200128],"about_ca_topic_score_codex":0.000013881528,"about_ca_topic_score_gemma":0.00003701033,"teacher_disagreement_score":0.71776617,"about_ca_system_score_codex":0.0002529126,"about_ca_system_score_gemma":0.0023537762,"threshold_uncertainty_score":0.86773616},"labels":[],"label_agreement":null},{"id":"W6902396130","doi":"10.6084/m9.figshare.26045514","title":"Additional file 1 of Interventions that have potential to help older adults living with social frailty: a systematic scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Ottawa; McMaster University; Toronto Rehabilitation Institute; Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Psychological intervention; MEDLINE; Intervention (counseling); Qualitative research; Social support; Systematic review","score_opus":0.06152355366543328,"score_gpt":0.33295099931770394,"score_spread":0.27142744565227067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902396130","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000110278215,0.0060951267,0.000017678585,0.0004164963,0.00004622727,0.002289008,0.9902319,0.00013384692,0.00075871695],"genre_scores_gemma":[0.011020125,0.000014583191,0.00058948563,0.00064972445,0.00038009358,0.0067424583,0.975703,0.000068305126,0.0048322016],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9984288,0.00006304668,0.00044479404,0.0003269385,0.00050621707,0.00023019622],"domain_scores_gemma":[0.9984059,0.0008171284,0.00015716732,0.00023749107,0.0002615541,0.0001207977],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000053301625,0.00019121806,0.0005305316,0.00014381295,0.00007372034,0.00005167774,0.00013592398,0.00007922523,0.9812835],"category_scores_gemma":[0.0038231856,0.00015616654,0.00034095292,0.0002703572,0.0000117177715,0.00014507331,0.00011961254,0.00020375499,0.0029495829],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000373112,0.000035400866,3.002003e-7,0.3654597,0.00007161599,0.000042269792,0.00020154595,3.49426e-7,5.725786e-7,4.860328e-7,0.6338082,0.00037581634],"study_design_scores_gemma":[0.00016254853,0.0001326115,0.000518289,0.993977,0.00015667878,0.00016507991,0.00022766438,0.00013053241,0.0000117395075,8.47151e-7,0.0043619857,0.00015499421],"about_ca_topic_score_codex":0.0000041219655,"about_ca_topic_score_gemma":0.000056727848,"teacher_disagreement_score":0.97833395,"about_ca_system_score_codex":0.00007794515,"about_ca_system_score_gemma":0.00023389567,"threshold_uncertainty_score":0.99782676},"labels":[],"label_agreement":null},{"id":"W6902398237","doi":"10.6084/m9.figshare.9730691.v1","title":"Angina pectoris severity and late-life frailty among men with cardiovascular disease","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Angina; Odds ratio; Confidence interval; Disease; Logistic regression; Myocardial infarction; Stroke (engine); Atherosclerotic cardiovascular disease","score_opus":0.021753062468813714,"score_gpt":0.2332819066297653,"score_spread":0.21152884416095158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902398237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9186507,0.0033146283,0.0000020997716,0.00040959188,0.000066676956,0.0016039538,0.061698508,0.000298604,0.01395523],"genre_scores_gemma":[0.97656816,0.000010439672,0.000051542356,0.0001885669,0.00015814092,0.00009898912,0.018875701,0.000044123542,0.004004346],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9987423,0.000029393104,0.00011284207,0.0003966922,0.00044995293,0.00026883846],"domain_scores_gemma":[0.99863017,0.000043541484,0.000039466147,0.00070880447,0.00011850979,0.00045951415],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004435555,0.00019248239,0.00033583347,0.000047682784,0.000047588415,0.000033905744,0.000091489055,0.00008356973,0.038350765],"category_scores_gemma":[0.00042861994,0.00015490642,0.00013601722,0.00014689738,0.000016288182,0.00017361603,0.00009130778,0.00020572808,0.0010152396],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040367688,0.00014286536,0.48527372,0.0031812731,0.0017053656,0.00092324265,0.000786912,0.00023619647,0.000042726497,0.0000035864703,0.50330245,0.0039979643],"study_design_scores_gemma":[0.0015502083,0.00009118301,0.89593434,0.0014997197,0.00016225161,0.00001697597,0.00004521707,0.0008341515,0.00007078914,0.0000041203825,0.099564575,0.00022647869],"about_ca_topic_score_codex":0.00008412049,"about_ca_topic_score_gemma":0.000008110097,"teacher_disagreement_score":0.41066062,"about_ca_system_score_codex":0.0000533954,"about_ca_system_score_gemma":0.00011799702,"threshold_uncertainty_score":0.9997626},"labels":[],"label_agreement":null},{"id":"W6902408165","doi":"10.6084/m9.figshare.7961489","title":"Additional file 1: of Can the effects of the mobilization of vulnerable elders in Ontario (MOVE ON) implementation be replicated in new settings: an interrupted time series design","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interrupted time series; Series (stratigraphy); Intervention (counseling); Mobilization; Replication (statistics)","score_opus":0.02132741693822639,"score_gpt":0.2606799893896639,"score_spread":0.2393525724514375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902408165","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.062304683,0.000008027466,7.654273e-7,0.00058655906,0.000029481254,0.0027445452,0.9334568,0.000020839461,0.0008483379],"genre_scores_gemma":[0.28836292,2.689901e-7,0.0002928886,0.0004409616,0.0000147013325,0.0004191867,0.70710415,0.000020680089,0.003344238],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991244,0.00012586606,0.00028526227,0.0001553222,0.00020200013,0.000107158536],"domain_scores_gemma":[0.998092,0.0012229009,0.00023958259,0.0003122512,0.000108567736,0.000024725303],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000063652726,0.000089415225,0.00017617548,0.00007250306,0.000015600266,0.0000041120347,0.00012657951,0.00005573129,0.8017544],"category_scores_gemma":[0.0025049406,0.00006290124,0.00003705606,0.00025647203,0.000012900891,0.000093419774,0.000034601093,0.00017298963,0.000027917553],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009727781,0.00007006832,0.0005313823,0.0002223775,0.000018356399,8.7871666e-7,0.002495084,0.0003054668,0.0020997743,0.0000011972661,0.9933792,0.00077893294],"study_design_scores_gemma":[0.005723349,0.003458483,0.6233499,0.0323984,0.000051644376,0.000017464585,0.0027553048,0.0023635232,0.27278814,0.00014831408,0.056593973,0.0003514683],"about_ca_topic_score_codex":0.0044983584,"about_ca_topic_score_gemma":0.033048656,"teacher_disagreement_score":0.9367852,"about_ca_system_score_codex":0.00014253792,"about_ca_system_score_gemma":0.00047079302,"threshold_uncertainty_score":0.9845957},"labels":[],"label_agreement":null},{"id":"W6902454483","doi":"10.6084/m9.figshare.7961516","title":"Additional file 4: of Can the effects of the mobilization of vulnerable elders in Ontario (MOVE ON) implementation be replicated in new settings: an interrupted time series design","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interrupted time series; Mobilization; Series (stratigraphy); Interrupted Time Series Analysis","score_opus":0.020843993521604147,"score_gpt":0.261038439850221,"score_spread":0.24019444632861686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902454483","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061824013,0.00000801302,7.660125e-7,0.0005897769,0.000029489784,0.00274541,0.93393236,0.000020837242,0.0008493156],"genre_scores_gemma":[0.2868305,2.690597e-7,0.00029291926,0.00044449873,0.000014684522,0.00041927115,0.7086103,0.000020683818,0.003366862],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991242,0.00012601596,0.0002852562,0.00015532791,0.000202002,0.00010716122],"domain_scores_gemma":[0.9980915,0.0012233687,0.00023958646,0.0003122517,0.00010857753,0.000024726056],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006369637,0.00008941545,0.00017618638,0.000072523966,0.000015603719,0.0000041118983,0.00012653833,0.000055730783,0.80338067],"category_scores_gemma":[0.0024874122,0.00006290156,0.00003705747,0.0002543204,0.0000129024775,0.00009340218,0.000034599707,0.00017300031,0.000028316023],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096891585,0.000069994276,0.000529367,0.00022260877,0.000018344892,8.7818654e-7,0.0024986495,0.00030534595,0.0020939964,0.0000012019132,0.9933866,0.0007760876],"study_design_scores_gemma":[0.005760096,0.0034893542,0.6177846,0.032624345,0.000052064435,0.000017787208,0.0027828563,0.0023821169,0.27719155,0.00014989274,0.05741108,0.00035427505],"about_ca_topic_score_codex":0.004449398,"about_ca_topic_score_gemma":0.03284275,"teacher_disagreement_score":0.93597555,"about_ca_system_score_codex":0.00014170655,"about_ca_system_score_gemma":0.0004706998,"threshold_uncertainty_score":0.98480535},"labels":[],"label_agreement":null},{"id":"W6902510360","doi":"10.6084/m9.figshare.9730691","title":"Angina pectoris severity and late-life frailty among men with cardiovascular disease","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Angina; Odds ratio; Confidence interval; Disease; Logistic regression; Myocardial infarction; Stroke (engine); Atherosclerotic cardiovascular disease","score_opus":0.021753062468813714,"score_gpt":0.2332819066297653,"score_spread":0.21152884416095158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902510360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9186507,0.0033146283,0.0000020997716,0.00040959188,0.000066676956,0.0016039538,0.061698508,0.000298604,0.01395523],"genre_scores_gemma":[0.97656816,0.000010439672,0.000051542356,0.0001885669,0.00015814092,0.00009898912,0.018875701,0.000044123542,0.004004346],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9987423,0.000029393104,0.00011284207,0.0003966922,0.00044995293,0.00026883846],"domain_scores_gemma":[0.99863017,0.000043541484,0.000039466147,0.00070880447,0.00011850979,0.00045951415],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004435555,0.00019248239,0.00033583347,0.000047682784,0.000047588415,0.000033905744,0.000091489055,0.00008356973,0.038350765],"category_scores_gemma":[0.00042861994,0.00015490642,0.00013601722,0.00014689738,0.000016288182,0.00017361603,0.00009130778,0.00020572808,0.0010152396],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040367688,0.00014286536,0.48527372,0.0031812731,0.0017053656,0.00092324265,0.000786912,0.00023619647,0.000042726497,0.0000035864703,0.50330245,0.0039979643],"study_design_scores_gemma":[0.0015502083,0.00009118301,0.89593434,0.0014997197,0.00016225161,0.00001697597,0.00004521707,0.0008341515,0.00007078914,0.0000041203825,0.099564575,0.00022647869],"about_ca_topic_score_codex":0.00008412049,"about_ca_topic_score_gemma":0.000008110097,"teacher_disagreement_score":0.41066062,"about_ca_system_score_codex":0.0000533954,"about_ca_system_score_gemma":0.00011799702,"threshold_uncertainty_score":0.9997626},"labels":[],"label_agreement":null},{"id":"W6902622230","doi":"10.6084/m9.figshare.7961534.v1","title":"Additional file 6: of Can the effects of the mobilization of vulnerable elders in Ontario (MOVE ON) implementation be replicated in new settings: an interrupted time series design","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interrupted time series; Mobilization; Series (stratigraphy); Interrupted Time Series Analysis; Time series","score_opus":0.020861253168364638,"score_gpt":0.2610745537136795,"score_spread":0.24021330054531487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6902622230","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06323285,0.000007989406,7.7061077e-7,0.0005753225,0.000029466086,0.0027413198,0.9325463,0.000020810665,0.00084513484],"genre_scores_gemma":[0.29217827,2.6597613e-7,0.0002903118,0.00043683435,0.000014713819,0.00041651115,0.70330906,0.0000205485,0.0033334591],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991244,0.00012595064,0.00028528456,0.0001553067,0.00020189297,0.00010713864],"domain_scores_gemma":[0.9980928,0.0012218731,0.00023977381,0.00031230366,0.00010853646,0.00002471668],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006366107,0.000089408466,0.00017613865,0.00007244477,0.00001560015,0.0000041111944,0.00012656345,0.000055721695,0.80159825],"category_scores_gemma":[0.0025039162,0.00006289681,0.000037070033,0.00025625198,0.000012894645,0.000093401904,0.000034605277,0.00017294253,0.000027920825],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097171396,0.00007013938,0.0005442387,0.00022290998,0.000018376822,8.7944517e-7,0.002508043,0.00030586502,0.00207417,0.0000011881368,0.9933655,0.00079149933],"study_design_scores_gemma":[0.0057696197,0.0035341992,0.6163156,0.03287401,0.000052027328,0.00001764494,0.0028034258,0.0023395047,0.27928266,0.00014903369,0.056508146,0.00035411556],"about_ca_topic_score_codex":0.0044461866,"about_ca_topic_score_gemma":0.032563705,"teacher_disagreement_score":0.9368574,"about_ca_system_score_codex":0.00014161626,"about_ca_system_score_gemma":0.00047073077,"threshold_uncertainty_score":0.9850895},"labels":[],"label_agreement":null},{"id":"W6903312408","doi":"10.12114/j.issn.1007-9572.2022.0866","title":"A Scoping Review of Frailty Assessment Tools for Elderly Orthopedic Inpatients","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Orthopedic surgery; Frailty Index; Perioperative; Risk assessment; MEDLINE; Population; Geriatrics","score_opus":0.4452636465161004,"score_gpt":0.6305847533708676,"score_spread":0.18532110685476721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6903312408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8286409,0.14016339,0.0019107043,0.002910463,0.0021779223,0.013434489,0.0005076004,0.00023217716,0.010022399],"genre_scores_gemma":[0.5419356,0.44383413,0.004743828,0.004140985,0.00064623036,0.0014748352,0.00064391294,0.00028867603,0.0022917856],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99533945,0.00023381537,0.0019159805,0.00055366795,0.0014006076,0.00055647467],"domain_scores_gemma":[0.99516624,0.001136077,0.0014649044,0.00083658035,0.0010218741,0.0003743219],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0024781297,0.00038211688,0.0017358947,0.00084364804,0.00016797731,0.00035117805,0.001520449,0.00014294263,0.005786992],"category_scores_gemma":[0.0034018103,0.00033689046,0.0004449717,0.0018329311,0.00013050386,0.0019250667,0.00078165624,0.00045366044,0.000031961812],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041579793,0.0008277937,0.3087368,0.07863894,0.0008022224,0.00010533255,0.00024252474,0.000037408256,0.02024117,0.00004729988,0.23775382,0.3521509],"study_design_scores_gemma":[0.004183041,0.00030128768,0.55624604,0.4131316,0.00068929844,0.000038209222,0.00010901379,0.0001406506,0.0075776246,0.0008498529,0.01601566,0.00071774283],"about_ca_topic_score_codex":0.00016692062,"about_ca_topic_score_gemma":0.000032927317,"teacher_disagreement_score":0.35143313,"about_ca_system_score_codex":0.00015684038,"about_ca_system_score_gemma":0.00080209645,"threshold_uncertainty_score":0.9999083},"labels":[],"label_agreement":null},{"id":"W6903994437","doi":"10.13429/j.cnki.cjcr.2024.02.014","title":"Comparison of six frailty assessment tools for predicting short-term adverse outcomes in elderly colorectal cancer patients after surgery","year":2024,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Frailty Index; Adverse effect; Colorectal cancer; Receiver operating characteristic; Quality of life (healthcare); Medical record; Cancer","score_opus":0.2536532997686519,"score_gpt":0.5685098852940285,"score_spread":0.31485658552537654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6903994437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9902454,0.0045530894,0.00011471673,0.0002331181,0.0018817241,0.00193888,0.00048595655,0.000054914963,0.0004921993],"genre_scores_gemma":[0.99759674,0.0009008082,0.0003224591,0.00010357129,0.00017168584,0.00055589306,0.000103428465,0.0000874132,0.00015799484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9956823,0.00016978815,0.0019322723,0.0005950877,0.0010701412,0.0005504177],"domain_scores_gemma":[0.9959787,0.0022907658,0.00059442635,0.00036756345,0.00049244455,0.00027608933],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010932998,0.00043100043,0.0018124854,0.0010266904,0.00008621693,0.00045173653,0.00077484356,0.00020256062,0.0028239912],"category_scores_gemma":[0.0008958717,0.0003719138,0.0004965982,0.0007430605,0.00013357832,0.0022498684,0.0004355752,0.00065210817,0.0000031499287],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007123663,0.0009762644,0.93687373,0.0010221913,0.00055993395,0.000059888134,0.0006115225,0.00008205451,0.006753735,0.0000028527363,0.008820644,0.043524817],"study_design_scores_gemma":[0.0011290883,0.000098827135,0.9830976,0.0040257084,0.0002899154,0.0000034211216,0.00016742163,0.0008267608,0.009057191,0.00006121944,0.0008994193,0.0003433977],"about_ca_topic_score_codex":0.00070027885,"about_ca_topic_score_gemma":0.000673299,"teacher_disagreement_score":0.046223897,"about_ca_system_score_codex":0.00051153486,"about_ca_system_score_gemma":0.0005537922,"threshold_uncertainty_score":0.9998733},"labels":[],"label_agreement":null},{"id":"W6904510129","doi":"10.1371/journal.pone.0307306.s004","title":"Data extraction table.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grey literature; Transitional care; Data extraction; Health care; Inclusion (mineral); Scope (computer science); Best practice; Population","score_opus":0.14934949366203082,"score_gpt":0.37803063269498793,"score_spread":0.22868113903295711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904510129","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001663011,0.0046484023,0.0000128694655,0.003111759,0.00047671012,0.0003506257,0.9399787,0.000704126,0.050550487],"genre_scores_gemma":[0.07867323,0.000013373646,0.0003444838,0.00046047915,0.00095818617,0.00005607357,0.89343005,0.000038465125,0.026025634],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99940175,0.000005764375,0.00008491003,0.00023936285,0.00014973618,0.00011847392],"domain_scores_gemma":[0.99927425,0.00007846625,0.000011091033,0.0005367271,0.00003603446,0.00006342135],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000026103082,0.00006485716,0.00007143362,0.00004360437,0.000020132942,0.000051856725,0.0001274612,0.000055157336,0.39814195],"category_scores_gemma":[0.0008486027,0.000056529225,0.000019147492,0.00016259399,0.0000020096973,0.00026972152,0.00010089337,0.00017607055,0.019464696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035367743,0.0000124373955,0.0000069367857,0.00041628108,0.000016627118,0.00018690142,0.000019602954,6.448083e-7,0.0002534264,0.000004129322,0.97148114,0.027598327],"study_design_scores_gemma":[0.00011258635,0.000024935085,0.0012808373,0.003416253,0.000019421674,0.00020918151,0.000012019657,0.0041071926,0.0005331446,0.000011308044,0.9902129,0.0000602208],"about_ca_topic_score_codex":0.000006021679,"about_ca_topic_score_gemma":0.000010521163,"teacher_disagreement_score":0.37867725,"about_ca_system_score_codex":0.000033792057,"about_ca_system_score_gemma":0.000097172226,"threshold_uncertainty_score":0.98129874},"labels":[],"label_agreement":null},{"id":"W6904618457","doi":"10.1371/journal.pone.0309837.s008","title":"PRISMA 2020 checklist.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Older people; MEDLINE; Systematic review; Meta-analysis; Scale (ratio); Health care; Risk assessment","score_opus":0.02952178403389429,"score_gpt":0.2974835028686224,"score_spread":0.26796171883472814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904618457","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0046155215,0.018521827,0.000007041814,0.029162275,0.0012872218,0.0017462398,0.47193992,0.003207089,0.46951285],"genre_scores_gemma":[0.51174974,0.0000214416,0.0006076604,0.0029133772,0.002675842,0.0003760688,0.30995134,0.00013527248,0.17156927],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993236,0.0000064452693,0.00011267688,0.0002126729,0.00017923082,0.00016538384],"domain_scores_gemma":[0.999543,0.00005858178,0.0000118961,0.0002273191,0.000048550042,0.00011066631],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000017807151,0.00009488876,0.00011109407,0.000038092647,0.000019951522,0.000046258243,0.000075567514,0.000076902266,0.460363],"category_scores_gemma":[0.0006686543,0.00008098878,0.00007689529,0.0001936795,0.000003765349,0.00006902432,0.000051487197,0.00021016403,0.03627151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043820824,0.000012562835,0.000023130042,0.0007048724,0.000022395952,0.00048588097,0.00013398904,3.5532508e-7,0.00014495612,0.000010079669,0.9861151,0.012342291],"study_design_scores_gemma":[0.00019179388,0.000055234832,0.003760051,0.0042966115,0.000016259986,0.0001847754,0.0000134262145,0.00064358086,0.0016108629,0.00002720891,0.98910886,0.00009135477],"about_ca_topic_score_codex":0.0000026657717,"about_ca_topic_score_gemma":0.0000020252285,"teacher_disagreement_score":0.5071342,"about_ca_system_score_codex":0.00004782604,"about_ca_system_score_gemma":0.000096694515,"threshold_uncertainty_score":0.96447885},"labels":[],"label_agreement":null},{"id":"W6904621791","doi":"10.14288/1.0366288","title":"Surgical frailty assessment: a missed opportunity","year":2018,"lang":"en","type":"article","venue":"Open Collections","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Likert scale; Health care; Perioperative; Health professionals; MEDLINE; Scale (ratio); Patient safety; Geriatrics","score_opus":0.09699054636277074,"score_gpt":0.3824259874987206,"score_spread":0.2854354411359499,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904621791","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004486675,0.000008480162,0.0003254575,0.00611374,0.00042270467,0.000921632,0.00003985229,0.000112350164,0.9875691],"genre_scores_gemma":[0.11834322,0.000015990145,0.005508383,0.0011632094,0.0004527465,0.00014981675,0.000054796812,0.000028195043,0.8742836],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886996,0.00007855923,0.00024172044,0.00030575038,0.00024016535,0.00026386254],"domain_scores_gemma":[0.99864,0.00011663316,0.000058425365,0.0004816071,0.0003018514,0.00040148344],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00024445215,0.00013300423,0.0002677775,0.00006902456,0.0016680474,0.0004258106,0.00023480068,0.00010502028,0.020888027],"category_scores_gemma":[0.00024322046,0.00012281182,0.00008002477,0.001029695,0.00016570941,0.00016491475,0.00017625983,0.00027043262,0.00013838215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011820921,0.00045598476,0.00037987795,0.000009633963,0.00008496567,0.00009345483,0.00008404533,3.696696e-7,0.0001941467,0.00015033696,0.99663574,0.0017932587],"study_design_scores_gemma":[0.0032604004,0.0007612314,0.003791956,0.00006630827,0.00008406838,0.00057431887,0.000164196,0.0006037535,0.0007285765,0.00053871085,0.9892595,0.00016699752],"about_ca_topic_score_codex":0.004314899,"about_ca_topic_score_gemma":0.0014403202,"teacher_disagreement_score":0.11385655,"about_ca_system_score_codex":0.00017185292,"about_ca_system_score_gemma":0.0009813108,"threshold_uncertainty_score":0.99963164},"labels":[],"label_agreement":null},{"id":"W6904693727","doi":"10.1371/journal.pone.0307306.s002","title":"Search strategy.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Grey literature; Transitional care; Health care; Inclusion (mineral); Scope (computer science); Population; Best practice; MEDLINE","score_opus":0.09968836782582856,"score_gpt":0.3554422691709941,"score_spread":0.2557539013451655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6904693727","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0075627216,0.009329214,0.0000037697196,0.006922248,0.00035670676,0.0011541892,0.4353788,0.0018426375,0.5374497],"genre_scores_gemma":[0.8801529,0.0000043255977,0.0000678286,0.00032668002,0.000474769,0.00007034143,0.09012916,0.000035004115,0.028739],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994156,0.000007565188,0.00007199743,0.0001611659,0.00018388573,0.00015983515],"domain_scores_gemma":[0.999621,0.00006039819,0.0000037397792,0.00016990972,0.000051347117,0.000093622984],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00001868125,0.000066377106,0.0000747391,0.000052620846,0.000017482078,0.000055264947,0.000057871224,0.000054435226,0.50313514],"category_scores_gemma":[0.00019037833,0.000055120305,0.000048988786,0.00016663743,0.0000032601556,0.00006323574,0.000033302553,0.00020874354,0.037030637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000036953545,0.0000112389425,0.000017024513,0.00070046674,0.000018724792,0.0004307612,0.00009883364,0.0000040560467,0.00019817054,0.000025986305,0.96843493,0.030056095],"study_design_scores_gemma":[0.0002655263,0.00016063028,0.004885948,0.0070604645,0.000014058039,0.00023194568,0.00008099962,0.0025096224,0.0050165993,0.000034516925,0.9796171,0.00012258599],"about_ca_topic_score_codex":0.0000036662477,"about_ca_topic_score_gemma":0.0000020406717,"teacher_disagreement_score":0.8725902,"about_ca_system_score_codex":0.00003586055,"about_ca_system_score_gemma":0.00014205798,"threshold_uncertainty_score":0.9637191},"labels":[],"label_agreement":null},{"id":"W6905006265","doi":"10.1371/journal.pone.0315918.s003","title":"Human participants research checklist.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Hospital discharge; Quality (philosophy); Acute care; Acute hospital; Hospital care; MEDLINE; Cognition","score_opus":0.30913561869617695,"score_gpt":0.4717228268013074,"score_spread":0.16258720810513044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6905006265","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09608875,0.011218354,7.130575e-7,0.016417833,0.0007346063,0.0029565084,0.28141856,0.0028816762,0.588283],"genre_scores_gemma":[0.9196707,0.0000016178128,0.000026029042,0.00018915591,0.0005493458,0.00026064395,0.029602857,0.000040608324,0.049659017],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99858254,0.00003952253,0.0001507459,0.00028884408,0.0004683725,0.00046997273],"domain_scores_gemma":[0.99914104,0.0001231295,0.0000092544415,0.00036124943,0.00016197599,0.00020332914],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015766043,0.000092345224,0.00012940809,0.00013939741,0.000093357885,0.00009141981,0.00012647214,0.00009097083,0.38221607],"category_scores_gemma":[0.0016409255,0.00007935679,0.0000643862,0.00038919106,0.000016310489,0.000083036415,0.000109794695,0.00048824694,0.035653718],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037857617,0.000032592416,0.000046433757,0.0007244135,0.000024597812,0.0004691466,0.00031299875,3.9037647e-7,0.001056085,0.000065189044,0.99427545,0.0029889029],"study_design_scores_gemma":[0.00028605232,0.00016459807,0.012544052,0.008185909,0.000014704406,0.00004901336,0.00006985818,0.00036232275,0.004860025,0.00017290929,0.9731762,0.00011435732],"about_ca_topic_score_codex":0.000016554946,"about_ca_topic_score_gemma":0.000021714162,"teacher_disagreement_score":0.823582,"about_ca_system_score_codex":0.00009818911,"about_ca_system_score_gemma":0.0001419433,"threshold_uncertainty_score":0.9650971},"labels":[],"label_agreement":null},{"id":"W6912739683","doi":"10.5281/zenodo.7311956","title":"Older adults from more recent born cohorts have improved cognitive function","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Cognition; Cohort; Cognitive decline; Cohort effect; Cohort study","score_opus":0.022474745976036242,"score_gpt":0.2511888327235417,"score_spread":0.22871408674750546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912739683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8132135,0.0015625193,0.005316975,0.01599908,0.0016300759,0.007784851,0.0067672497,0.004695145,0.14303055],"genre_scores_gemma":[0.9793016,0.00008502692,0.00011908033,0.0011030688,0.00027650557,7.0440734e-7,0.01554019,0.0014556324,0.002118241],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99755484,0.0003275225,0.00032680662,0.0006687936,0.0006984012,0.0004236242],"domain_scores_gemma":[0.9981397,0.0000465408,0.00014726985,0.0004959533,0.0008923887,0.00027816815],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00039026167,0.00020311713,0.00024467323,0.00022078308,0.0019254779,0.00020260326,0.00039122955,0.000069109825,0.05658222],"category_scores_gemma":[0.0008044853,0.00022312967,0.000076982564,0.0005017476,0.00015306448,0.00017130934,0.0011711194,0.00063148467,0.001904519],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038610648,0.0011802677,0.00015674673,0.00012836253,0.0004402308,0.00017920535,0.008699763,0.000020688743,0.0055055614,0.00009118307,0.38977796,0.58995897],"study_design_scores_gemma":[0.0051206932,0.0013008717,0.021076009,0.0001473063,0.00018043975,0.00024189086,0.006838257,0.0014499172,0.0010968347,0.0000453509,0.96218497,0.0003174863],"about_ca_topic_score_codex":0.00011924201,"about_ca_topic_score_gemma":0.0000015060792,"teacher_disagreement_score":0.5896415,"about_ca_system_score_codex":0.00035906394,"about_ca_system_score_gemma":0.0000123902155,"threshold_uncertainty_score":0.99937385},"labels":[],"label_agreement":null},{"id":"W6920295486","doi":"10.60692/7c8rc-m9s76","title":"The Sub-Saharan Africa Regional Partnership (SHARP) for Mental Health Capacity Building: a program protocol for building implementation science and mental health research and policymaking capacity in Malawi and Tanzania","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Research Canada","funders":"","keywords":"Capacity building; General partnership; Mental health; Mentorship; Tanzania; Global mental health; Protocol (science); Health services research; Program evaluation","score_opus":0.30132299931545575,"score_gpt":0.4369501920600443,"score_spread":0.13562719274458856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920295486","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82971287,0.000011201911,0.00026729403,0.004690066,0.00006391825,0.16491915,0.00019214496,0.00007103606,0.00007231447],"genre_scores_gemma":[0.9421472,0.0000010173364,0.003063093,0.000202714,0.000052464617,0.054481983,0.000022533048,0.000014064561,0.0000149078705],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99722517,0.0001228729,0.0007556385,0.0003431333,0.0007690914,0.0007840806],"domain_scores_gemma":[0.99866164,0.000071626666,0.00039298952,0.00022473636,0.00037172175,0.00027725956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052052108,0.00019200334,0.00030918414,0.00041959467,0.0010975044,0.00041645535,0.00012575398,0.000063905856,0.000001039526],"category_scores_gemma":[0.000090562,0.00014477363,0.0000298347,0.00042438376,0.00034500714,0.0008084627,0.000096365446,0.00017953942,0.0000014991579],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004749791,0.00009870319,0.43124148,0.025238119,0.00013400681,7.6702406e-7,0.47036454,0.00000549488,0.0008128414,0.016323315,0.009324578,0.04170636],"study_design_scores_gemma":[0.08427905,0.016733732,0.47882423,0.01207811,0.000038269376,0.0013262436,0.18710524,0.06487038,0.006888611,0.00030830235,0.1458498,0.001698036],"about_ca_topic_score_codex":0.00014935412,"about_ca_topic_score_gemma":0.000034483077,"teacher_disagreement_score":0.2832593,"about_ca_system_score_codex":0.000971829,"about_ca_system_score_gemma":0.00038454853,"threshold_uncertainty_score":0.84412277},"labels":[],"label_agreement":null},{"id":"W6920374675","doi":"10.6084/m9.figshare.14850904.v1","title":"Additional file 2 of Frailty and pre-frailty in cardiac surgery: a systematic review and meta-analysis of 66,448 patients","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Toronto","funders":"","keywords":"Table (database); Measure (data warehouse); Test (biology); MEDLINE; Data collection","score_opus":0.07521346268551012,"score_gpt":0.2949706986295313,"score_spread":0.2197572359440212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920374675","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016262749,0.01932195,3.80223e-8,0.00010225031,0.000004449612,0.0007101635,0.9793648,0.0000083861205,0.00032532623],"genre_scores_gemma":[0.005524086,0.00009941403,0.00013315068,0.0003459424,0.0000073051497,0.0013837129,0.9912219,0.0000147854025,0.0012697186],"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9982723,0.00021148997,0.0006886613,0.00028766383,0.00038688342,0.00015300873],"domain_scores_gemma":[0.99559057,0.0030008098,0.00038009352,0.00043445858,0.00048672597,0.00010735179],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011633933,0.00016149716,0.0027464258,0.00017521041,0.000015241816,0.00000786612,0.0000577449,0.00008033764,0.94065505],"category_scores_gemma":[0.02011634,0.00013021813,0.00063840736,0.00076735707,0.00001656713,0.00007587751,0.000098852244,0.0001067177,0.00003799055],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029254247,0.000066766064,0.00015876773,0.12182088,0.014169489,0.000007537162,0.000048461243,2.6969852e-7,5.9881137e-7,2.2496326e-7,0.86369413,0.000029919081],"study_design_scores_gemma":[0.0006308516,0.00014450937,0.25524732,0.22930488,0.43724543,0.00002351587,0.00010511552,0.000124644,0.00017093313,0.000014460304,0.07639184,0.0005965003],"about_ca_topic_score_codex":0.000016293914,"about_ca_topic_score_gemma":0.000050050698,"teacher_disagreement_score":0.9406171,"about_ca_system_score_codex":0.000026908334,"about_ca_system_score_gemma":0.00013446494,"threshold_uncertainty_score":0.98813766},"labels":[],"label_agreement":null},{"id":"W6920480078","doi":"10.6084/m9.figshare.19607569","title":"Additional file 5 of Evaluations of postoperative transitions in care for older adults: a scoping review","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; Queen's University","funders":"","keywords":"MEDLINE; Health care; Data collection; Patient care; Work (physics)","score_opus":0.04771200695653785,"score_gpt":0.3522079370578375,"score_spread":0.3044959301012996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920480078","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011791664,0.0040262374,6.9406843e-7,0.0006389566,0.000008444348,0.0024627042,0.99216247,0.000011016994,0.0006777076],"genre_scores_gemma":[0.0020440712,0.000007384607,0.00074567704,0.0006452599,0.000015740397,0.01582625,0.98056996,0.000012362088,0.00013332153],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9991567,0.000048959282,0.00029751402,0.00015036686,0.00024979518,0.00009665576],"domain_scores_gemma":[0.9986188,0.0005665899,0.00010479747,0.00014969068,0.00052882155,0.000031307012],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000024689483,0.000073089745,0.0002499163,0.0000874911,0.00006453289,0.0000013961843,0.00006643217,0.00002417958,0.991955],"category_scores_gemma":[0.0031004206,0.0000777224,0.00011179704,0.00027937716,0.0000077707455,0.000049322443,0.000027337834,0.00010862671,0.000039622417],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019314413,0.00008478892,4.0040769e-7,0.010203658,0.000011060189,0.000002117551,0.0016161253,0.00002633789,0.0000047515423,0.000001273953,0.9858651,0.0021650437],"study_design_scores_gemma":[0.0016656915,0.0004033628,0.0010342482,0.8846311,0.000042022853,0.000024176743,0.0025966433,0.00029189792,0.000116743286,0.000004443667,0.10906658,0.00012308966],"about_ca_topic_score_codex":0.0000034596817,"about_ca_topic_score_gemma":0.000077431105,"teacher_disagreement_score":0.99191535,"about_ca_system_score_codex":0.00007916858,"about_ca_system_score_gemma":0.00053380785,"threshold_uncertainty_score":0.3711717},"labels":[],"label_agreement":null},{"id":"W6920487266","doi":"10.6084/m9.figshare.20291015.v1","title":"Additional file 1 of Resilience is associated with frailty and older age in hospitalised patients","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Psychological resilience; Older people; Relation (database); Table (database); Vulnerability (computing)","score_opus":0.01671272231499312,"score_gpt":0.23279182999659864,"score_spread":0.21607910768160551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920487266","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020083549,0.0000128746815,7.384786e-9,0.00006531111,0.0000062819995,0.00028249505,0.97740436,0.00001858536,0.002126536],"genre_scores_gemma":[0.15462723,1.07437266e-7,0.00005376576,0.00039446863,0.000008337614,0.0006884596,0.84195,0.000012046165,0.0022656026],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991064,0.000027060609,0.0001381048,0.00019409988,0.00039433228,0.0001400232],"domain_scores_gemma":[0.99912834,0.00047022887,0.00010344189,0.0001400469,0.0001024311,0.00005553636],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000013456883,0.00008461572,0.00015488603,0.000065826775,0.000046671707,0.0000054015295,0.00007586639,0.000037594687,0.9896226],"category_scores_gemma":[0.0028862017,0.00007982356,0.000023864795,0.0002638607,0.000015525871,0.000060574646,0.00009875009,0.00017439606,0.00006627445],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002257204,0.00016921786,0.0017929543,0.000041221097,0.000012663956,0.000057163998,0.0003217753,0.0000022029135,0.0000015471743,1.1056225e-7,0.99716914,0.00040940914],"study_design_scores_gemma":[0.0014005163,0.00038259247,0.83385926,0.0026795305,0.0000048531306,0.000004332645,0.00008511274,0.000061615356,0.000024894445,0.0000056647955,0.16139267,0.000098945864],"about_ca_topic_score_codex":0.000007947359,"about_ca_topic_score_gemma":0.000030443423,"teacher_disagreement_score":0.9895563,"about_ca_system_score_codex":0.00007792625,"about_ca_system_score_gemma":0.000084523366,"threshold_uncertainty_score":0.34552616},"labels":[],"label_agreement":null},{"id":"W6920531086","doi":"10.6084/m9.figshare.13180793","title":"Frailty impact on postoperative complications and early mortality rates in patients undergoing radical cystectomy for bladder cancer: a systematic review","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cystectomy; Frailty Index; Adverse effect; Bladder cancer; Hospital readmission; Risk assessment; Mortality rate; Risk of mortality","score_opus":0.08804997517134061,"score_gpt":0.37433490974013117,"score_spread":0.28628493456879056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920531086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5177054,0.037502322,0.000018571678,0.031553704,0.00008002368,0.037074305,0.3746131,0.000355969,0.0010966021],"genre_scores_gemma":[0.9708602,0.00006235972,0.000044288714,0.0069940034,0.000028187786,0.0019039013,0.020055959,0.00002965765,0.00002147152],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9988209,0.000079882666,0.00038734503,0.00030736005,0.00021053791,0.00019394523],"domain_scores_gemma":[0.9988804,0.00035238545,0.00013630996,0.00023719936,0.00019291326,0.00020077958],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004702666,0.0001867585,0.0006009439,0.000037706443,0.000057787238,0.000028425186,0.00009681204,0.00006544942,0.0021430503],"category_scores_gemma":[0.0033349579,0.00013796907,0.00009764358,0.00019565836,0.000012194099,0.00009182752,0.000038552243,0.00018162194,0.00009698854],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026090868,0.0005191541,0.07104541,0.62412167,0.00089766504,0.000029002636,0.0028282406,0.000040295214,0.000052830746,0.00003219515,0.29964042,0.000532213],"study_design_scores_gemma":[0.0034450206,0.0011244619,0.5112016,0.48244146,0.00020557328,0.0000052645837,0.000039514136,0.0008290339,0.0000730799,0.00000858045,0.00037913653,0.00024724915],"about_ca_topic_score_codex":0.0000471244,"about_ca_topic_score_gemma":0.00004392416,"teacher_disagreement_score":0.45315477,"about_ca_system_score_codex":0.00013887054,"about_ca_system_score_gemma":0.00014856015,"threshold_uncertainty_score":0.9987691},"labels":[],"label_agreement":null},{"id":"W6920609336","doi":"10.6084/m9.figshare.19227079.v1","title":"Additional file 2 of Prioritization of indicators of the quality of care provided to older adults with frailty by key stakeholders from five canadian provinces","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University of Calgary; Dalhousie University; Université Laval","funders":"","keywords":"Prioritization; Key (lock); Quality (philosophy); Primary care; MEDLINE; Quality of life (healthcare)","score_opus":0.024279446759861056,"score_gpt":0.25240230070249736,"score_spread":0.22812285394263632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920609336","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041398704,0.00006735681,1.4793278e-7,0.00018181927,0.000015039279,0.0012508658,0.95641184,0.000010612219,0.0006636055],"genre_scores_gemma":[0.47426438,1.1865076e-7,0.0001467939,0.00009661959,0.000012022341,0.0004569443,0.5248425,0.00001303989,0.00016758374],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9982598,0.000099387325,0.0004419868,0.0002541754,0.00077895215,0.00016570142],"domain_scores_gemma":[0.9978685,0.0005098618,0.00058787805,0.00038409018,0.00048565847,0.00016401913],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003112917,0.00013265257,0.00033541754,0.00014099124,0.0000664999,0.0000030900835,0.00027763256,0.00006845528,0.8236024],"category_scores_gemma":[0.003129627,0.00010720345,0.00008355531,0.0005394695,0.000042415708,0.000058580514,0.00009660041,0.00017427714,0.00000702642],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014076669,0.000087985165,0.0009906052,0.00084875454,0.000056944857,0.0000015018084,0.0060102665,0.000031362444,0.00004814186,0.0000013658963,0.99040836,0.0013739186],"study_design_scores_gemma":[0.0039802245,0.0017815226,0.5339376,0.025580604,0.000092853516,0.0000044335447,0.03638564,0.000058857848,0.01932355,0.000010105351,0.3783332,0.0005113935],"about_ca_topic_score_codex":0.02901478,"about_ca_topic_score_gemma":0.054925866,"teacher_disagreement_score":0.82359535,"about_ca_system_score_codex":0.00020922898,"about_ca_system_score_gemma":0.0021361331,"threshold_uncertainty_score":0.9774511},"labels":[],"label_agreement":null},{"id":"W6920611124","doi":"10.6084/m9.figshare.13152997.v1","title":"Additional file 3 of Revisiting the hypothesis of syndromic frailty: a cross-sectional study of the structural validity of the frailty phenotype","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Centre Hospitalier de l’Université de Montréal; McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Montreal General Hospital; Jewish General Hospital","funders":"","keywords":"Structural variation; Phenotype; Identification (biology); Statistical analysis","score_opus":0.12668435373815334,"score_gpt":0.3053910997642182,"score_spread":0.17870674602606484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920611124","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24884255,0.000019573492,7.860127e-8,0.00023564618,0.000038508326,0.00055195484,0.7498532,0.000011507455,0.00044695212],"genre_scores_gemma":[0.9579015,2.0928682e-7,0.000116142706,0.0001602532,0.00026235598,0.000077966884,0.041253183,0.000022200185,0.00020623437],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99798864,0.00017340368,0.0006234601,0.00024068025,0.00081947644,0.0001543092],"domain_scores_gemma":[0.9953252,0.002758012,0.00077717187,0.0005960853,0.0004931616,0.000050365805],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007517646,0.00016548893,0.00038922095,0.000025542558,0.00012849271,0.000009875354,0.00059416366,0.0000944517,0.8512808],"category_scores_gemma":[0.015526771,0.00008986071,0.0003042098,0.00040512346,0.00011138265,0.000064109445,0.00032931412,0.00034704898,0.000048321657],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009922215,0.00009474805,0.012029516,0.00082999223,0.0002154548,0.0000019556762,0.0009656816,0.00016466161,0.00050296704,0.0000038386947,0.9842094,0.0008825162],"study_design_scores_gemma":[0.00064950617,0.00020967177,0.9844773,0.0019968678,0.000058218757,0.000019072964,0.0002790378,0.0003745114,0.0019040635,0.00004551851,0.009900695,0.000085544896],"about_ca_topic_score_codex":0.000036000154,"about_ca_topic_score_gemma":0.000014425303,"teacher_disagreement_score":0.9743087,"about_ca_system_score_codex":0.000037706006,"about_ca_system_score_gemma":0.0002487924,"threshold_uncertainty_score":0.99276584},"labels":[],"label_agreement":null},{"id":"W6920623737","doi":"10.60692/css0m-jtg94","title":"Current Trends of Computational Tools in Geriatric Medicine and Frailty Management","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Geriatrics; Healthy aging; MEDLINE; Disease; Disease management; Multimorbidity; Frailty Index","score_opus":0.060005206223338,"score_gpt":0.2792426557004694,"score_spread":0.21923744947713142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920623737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98171836,0.00007139123,0.0042650946,0.0006959227,0.0005950986,0.000737611,0.00020905657,0.000099308265,0.011608142],"genre_scores_gemma":[0.9990845,7.100951e-7,0.00038255885,0.00010406531,0.00003515771,0.00009301738,0.00014938657,0.000005661037,0.00014495423],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99851865,0.000048655507,0.00067638,0.000112578164,0.00051201606,0.00013175026],"domain_scores_gemma":[0.9994451,0.000013608913,0.00023788975,0.00017540004,0.00006860333,0.00005938858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033315242,0.00011089684,0.00026983576,0.00087446696,0.000057022222,0.0000132336745,0.00007288114,0.000024023278,0.0001516184],"category_scores_gemma":[0.000011908658,0.00009497152,0.000034217832,0.0005633407,0.000032389333,0.00020208242,0.00010477038,0.000116017254,0.000017805023],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009201896,0.00005393593,0.54612625,0.007852728,0.00025090599,0.000050053277,0.22908238,0.00996864,0.0000021187507,0.0032394405,0.006009305,0.19644405],"study_design_scores_gemma":[0.006970736,0.00029568924,0.96119153,0.00043452802,0.00007594566,0.00018175555,0.018057415,0.008277604,0.000006957134,0.000008522201,0.004346941,0.00015234084],"about_ca_topic_score_codex":0.0000081319395,"about_ca_topic_score_gemma":1.1536321e-7,"teacher_disagreement_score":0.4150653,"about_ca_system_score_codex":0.00016771017,"about_ca_system_score_gemma":0.00001909603,"threshold_uncertainty_score":0.3872826},"labels":[],"label_agreement":null},{"id":"W6920650892","doi":"10.60692/hnb7b-p5987","title":"Frailty, nutrition-related parameters, and mortality across the adult age spectrum","year":2018,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Anthropometry; Malnutrition; National Health and Nutrition Examination Survey; Frailty Index; Observational study; Alcohol consumption; National Death Index; Alcohol intake","score_opus":0.04151851573855261,"score_gpt":0.2729511834265677,"score_spread":0.2314326676880151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920650892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.992367,0.0000063230887,0.000864525,0.0008421086,0.0004895335,0.0010007723,0.00016522214,0.00026562114,0.0039988356],"genre_scores_gemma":[0.9984506,7.157487e-7,0.00019942487,0.0006708839,0.00016956367,0.00008009241,0.000060013484,0.000013331659,0.00035542608],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983719,0.00005979296,0.0006606781,0.00018158073,0.0003862979,0.00033973044],"domain_scores_gemma":[0.9987646,0.000016330761,0.00024409441,0.0005994901,0.00023611757,0.0001394107],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034133278,0.00020461589,0.00028857036,0.00008425869,0.00028211958,0.00020198296,0.00013624704,0.00016573099,0.000040425224],"category_scores_gemma":[0.000068897156,0.00013513834,0.00008280664,0.00025326613,0.00028073383,0.00045772275,0.000077860306,0.00019212287,0.0009460195],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031837155,0.000023552482,0.6318067,0.0021266981,0.0005305024,0.000056555466,0.3595246,0.0000055493674,0.000012733999,0.0009904325,0.0031058346,0.0014985051],"study_design_scores_gemma":[0.0062446054,0.00040093667,0.9492405,0.0011314587,0.00017256482,0.00079249276,0.0348991,0.002959448,0.0021943206,0.000044424924,0.0015276843,0.0003924475],"about_ca_topic_score_codex":0.000084568484,"about_ca_topic_score_gemma":0.00000788821,"teacher_disagreement_score":0.32462552,"about_ca_system_score_codex":0.00009414489,"about_ca_system_score_gemma":0.000023651752,"threshold_uncertainty_score":0.99983186},"labels":[],"label_agreement":null},{"id":"W6920651939","doi":"10.6084/m9.figshare.13521003","title":"Additional file 1 of Portals to frailty? Data-driven analyses detect early frailty profiles","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Data file; Identification (biology); Set (abstract data type); Window (computing); Table (database)","score_opus":0.17696659656845792,"score_gpt":0.36980940107443805,"score_spread":0.19284280450598013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920651939","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00044435763,0.000105820574,0.0000017422578,0.00023446191,0.000026090553,0.00033832807,0.9923675,0.00009294431,0.006388728],"genre_scores_gemma":[0.00467877,8.042995e-7,0.008288486,0.0005464077,0.00029613168,0.0006031724,0.9779164,0.00003999241,0.007629818],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980928,0.00004513253,0.00039868418,0.00056881906,0.0005912061,0.0003033706],"domain_scores_gemma":[0.9966276,0.0011253889,0.0001723601,0.0012132538,0.0005953161,0.0002660281],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000021281923,0.0002128384,0.0004356525,0.00012585538,0.000056374123,0.000032892644,0.00039153136,0.00014206627,0.9975044],"category_scores_gemma":[0.01754293,0.00020390554,0.00014656343,0.0005439707,0.00001716596,0.00021191256,0.00045078582,0.0002308439,0.007830363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001658626,0.000070842536,0.00001947534,0.00019350521,0.00013988004,0.00022809347,0.000045783727,0.00000820643,0.0008613899,3.9042956e-7,0.9949946,0.0034212896],"study_design_scores_gemma":[0.00031350783,0.00015440391,0.045193363,0.005301181,0.000043702792,0.0000729731,0.000052940628,0.00015402267,0.010972501,0.000009935786,0.93751514,0.00021635418],"about_ca_topic_score_codex":0.000018008059,"about_ca_topic_score_gemma":0.00010586161,"teacher_disagreement_score":0.98967403,"about_ca_system_score_codex":0.000038809634,"about_ca_system_score_gemma":0.00055480713,"threshold_uncertainty_score":0.99294215},"labels":[],"label_agreement":null},{"id":"W6920689836","doi":"10.6084/m9.figshare.14471391","title":"Additional file 1 of Effects of comprehensive geriatric care models on postoperative outcomes in geriatric surgical patients: a systematic review and meta-analysis","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Western University; University of Toronto","funders":"","keywords":"Table (database); Quality (philosophy); Outcome (game theory); Scale (ratio); MEDLINE; Risk assessment","score_opus":0.03574830002787692,"score_gpt":0.28257098448369405,"score_spread":0.24682268445581712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920689836","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027966965,0.025864305,7.819616e-8,0.00008847945,0.0000053259123,0.0014514127,0.97204226,0.000009517759,0.00025895104],"genre_scores_gemma":[0.022909332,0.00007599494,0.00021549275,0.00056975154,0.0000077187005,0.002404006,0.97301275,0.000019328441,0.0007856239],"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9982405,0.0002798215,0.0006240519,0.00030402432,0.0004179793,0.00013362439],"domain_scores_gemma":[0.99402475,0.0041174972,0.0003344066,0.0003557565,0.0010914939,0.0000760645],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000018089479,0.000209499,0.0025841964,0.00024392054,0.00001857244,0.000006561162,0.000074318246,0.00008166894,0.7776355],"category_scores_gemma":[0.004112032,0.00014909658,0.00068227405,0.0009216412,0.000009860992,0.00007043237,0.000076616576,0.000131669,0.00006747021],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014450219,0.00026641545,0.00001043971,0.35815358,0.016488852,0.000138511,0.00023269454,0.00005708814,4.5884124e-7,0.0000026313842,0.62462723,0.000007645728],"study_design_scores_gemma":[0.008761215,0.0023569274,0.035841655,0.3108688,0.6306989,0.00012861362,0.00093918765,0.00080715504,0.00035089077,0.000026030108,0.0076938462,0.001526775],"about_ca_topic_score_codex":0.0000066044045,"about_ca_topic_score_gemma":0.000010538243,"teacher_disagreement_score":0.77756804,"about_ca_system_score_codex":0.00005672284,"about_ca_system_score_gemma":0.00009930392,"threshold_uncertainty_score":0.6079982},"labels":[],"label_agreement":null},{"id":"W6920699585","doi":"10.6084/m9.figshare.20444158","title":"Additional file 1 of Life-space, frailty, and health-related quality of life","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Medical Research Council","keywords":"Table (database); Index (typography); Quality (philosophy); Quality of life (healthcare); Data file","score_opus":0.1113604457450085,"score_gpt":0.32254295305688135,"score_spread":0.21118250731187285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920699585","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00072268106,0.00047665305,4.6062024e-8,0.0021006663,0.000022797658,0.0002836037,0.992878,0.0000411894,0.003474342],"genre_scores_gemma":[0.039322205,0.0000016647014,0.00022804928,0.0010155939,0.000052145573,0.00044534175,0.9557119,0.00001898689,0.0032041243],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856895,0.00010007738,0.00050683983,0.00020278934,0.0004547262,0.00016663571],"domain_scores_gemma":[0.99783194,0.001118729,0.0004157848,0.00026168377,0.0001439131,0.00022794648],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008342776,0.00010471926,0.00041147327,0.00008229073,0.00007923101,0.0000032397452,0.00010011645,0.000060620423,0.9971332],"category_scores_gemma":[0.008683356,0.00011028487,0.00008387358,0.00024749554,0.000022604352,0.00004323171,0.00019942263,0.00027620757,0.00026141244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005103393,0.00012712226,0.00010187118,0.0006236631,0.00005062531,0.0000029598293,0.00016428006,0.0000072082485,0.0000059637996,0.000009411235,0.9982542,0.0006016994],"study_design_scores_gemma":[0.00108631,0.00034193843,0.13623492,0.001450327,0.0000051009124,0.000015026438,0.00018987637,0.00011445318,0.000015587057,0.00004255436,0.8603965,0.00010738241],"about_ca_topic_score_codex":0.000114966206,"about_ca_topic_score_gemma":0.00003260937,"teacher_disagreement_score":0.99687177,"about_ca_system_score_codex":0.000052567775,"about_ca_system_score_gemma":0.0006468862,"threshold_uncertainty_score":0.9996669},"labels":[],"label_agreement":null},{"id":"W6920741656","doi":"10.6084/m9.figshare.26045536.v1","title":"Additional file 2 of Interventions that have potential to help older adults living with social frailty: a systematic scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Ottawa; McMaster University; Toronto Rehabilitation Institute; Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Psychological intervention; Intervention (counseling); MEDLINE; Qualitative research; Social support; Systematic review","score_opus":0.05941634570343799,"score_gpt":0.33229673447240043,"score_spread":0.2728803887689624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920741656","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001096128,0.006203241,0.000017298547,0.0004146726,0.000046558747,0.0022871357,0.99010855,0.00013395309,0.0007776571],"genre_scores_gemma":[0.010819466,0.000014967249,0.000575142,0.00064889604,0.0003854868,0.0065986672,0.97604686,0.000068114015,0.004842422],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9984291,0.00006302426,0.0004450032,0.00032668147,0.00050608435,0.00023010725],"domain_scores_gemma":[0.998419,0.0008049497,0.00015738345,0.00023699072,0.0002609198,0.00012076792],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000052996358,0.00019115428,0.00053066784,0.00014371418,0.000073726005,0.00005179542,0.00013584462,0.00007922571,0.9809134],"category_scores_gemma":[0.0037749654,0.00015611299,0.00034088377,0.00027013675,0.000011717601,0.0001451776,0.000119594886,0.00020370577,0.0029166702],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000003703012,0.00003532392,2.8968836e-7,0.36638972,0.00007148549,0.000043404623,0.0002013548,3.505448e-7,5.507839e-7,4.9410346e-7,0.63286716,0.00038612992],"study_design_scores_gemma":[0.0001639832,0.00013285085,0.00051037024,0.9938033,0.00015633777,0.00016573358,0.00022559409,0.00012982827,0.0000116819,8.556201e-7,0.004544545,0.00015490479],"about_ca_topic_score_codex":0.000004165559,"about_ca_topic_score_gemma":0.000057080146,"teacher_disagreement_score":0.97799677,"about_ca_system_score_codex":0.00007796858,"about_ca_system_score_gemma":0.00023280391,"threshold_uncertainty_score":0.99785966},"labels":[],"label_agreement":null},{"id":"W6920762723","doi":"10.6084/m9.figshare.22619275","title":"Additional file 1 of Development of a UK core dataset for geriatric medicine research: a position statement and results from a Delphi consensus process","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Delphi method; Delphi; Core (optical fiber); Process (computing); Position statement; Position (finance); Statement (logic)","score_opus":0.26032000566678426,"score_gpt":0.41416197041471986,"score_spread":0.1538419647479356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920762723","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022481615,0.000039765364,3.8005862e-7,0.0006966979,0.000010706531,0.0009124413,0.99595666,0.000022247372,0.00011294221],"genre_scores_gemma":[0.0071358564,0.0000022250329,0.0027679203,0.00005273644,0.000089410365,0.001480253,0.98823255,0.000014806175,0.00022422882],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830514,0.000026672755,0.00059551303,0.0002859587,0.00057284534,0.00021388197],"domain_scores_gemma":[0.99441725,0.004275783,0.00025222852,0.00021582324,0.00072563393,0.0001132891],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001959781,0.00010596644,0.00024835436,0.00024800526,0.00007022245,0.0000043550476,0.00008875399,0.00006613437,0.72698534],"category_scores_gemma":[0.0155892,0.00009160843,0.000020354337,0.0004595954,0.000046265366,0.000025770045,0.00009104139,0.00010557871,0.00014692162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060085696,0.000048397727,0.0000012956349,0.0008964121,0.00005780561,0.000025131763,0.0010697446,0.0000014842991,0.00016169719,3.7804608e-7,0.995836,0.0013007517],"study_design_scores_gemma":[0.005082343,0.00073714793,0.008500357,0.020252092,0.000034357807,0.000020791169,0.0014291878,0.0008449033,0.0013317728,0.00020746258,0.96140355,0.00015605555],"about_ca_topic_score_codex":0.000026541187,"about_ca_topic_score_gemma":0.00006221408,"teacher_disagreement_score":0.7268384,"about_ca_system_score_codex":0.00005608631,"about_ca_system_score_gemma":0.00057960075,"threshold_uncertainty_score":0.9927029},"labels":[],"label_agreement":null},{"id":"W6920767280","doi":"10.6084/m9.figshare.14795390.v1","title":"Additional file 1 of The association between preoperative modified frailty index and postoperative complications in Chinese elderly patients with hip fractures","year":2021,"lang":"en","type":"article","venue":"Open MIND","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Frailty Index; Index (typography); Association (psychology); MEDLINE; Hip arthroplasty","score_opus":0.02167958419656395,"score_gpt":0.29771317452629903,"score_spread":0.27603359032973507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920767280","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8378536,0.0000064178394,0.000007715264,0.0017708126,0.000010971938,0.00079493725,0.15036301,0.0000010907613,0.009191446],"genre_scores_gemma":[0.9584889,4.5121615e-7,0.0018801603,0.000216064,0.000018831786,0.00015844742,0.036283754,0.000009035864,0.0029443866],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990696,0.00009961466,0.00020780864,0.00023659431,0.00027732382,0.00010910716],"domain_scores_gemma":[0.9982041,0.00095381046,0.00015635074,0.00021519764,0.00042111144,0.000049390193],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004722223,0.000111889785,0.00023264681,0.000034568173,0.00008977732,0.000044785073,0.00012055754,0.000085759995,0.114352524],"category_scores_gemma":[0.0011910631,0.00007196713,0.00002444644,0.00025933422,0.00006139441,0.00017704838,0.00011049734,0.00023084552,0.000018740135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010080289,0.00041016538,0.8327644,0.000009005484,0.00019485272,0.0000027489214,0.0032755334,0.0000496171,0.000056099998,0.000005119047,0.15027355,0.012858098],"study_design_scores_gemma":[0.0016883576,0.00013232138,0.9848919,0.0002559428,0.000024177283,0.0000018204611,0.0001653773,0.00006572877,0.00030557677,0.00004404746,0.012342544,0.000082216226],"about_ca_topic_score_codex":0.00006920627,"about_ca_topic_score_gemma":0.0009084069,"teacher_disagreement_score":0.15212749,"about_ca_system_score_codex":0.00009866294,"about_ca_system_score_gemma":0.00027898123,"threshold_uncertainty_score":0.8864571},"labels":[],"label_agreement":null},{"id":"W6920800417","doi":"10.6084/m9.figshare.21384316","title":"Additional file 2 of International depiction of the cost of functional independence limitations among older adults living in the community: a systematic review and cost-of-impairment study","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Depiction; Independence (probability theory); Code (set theory); Class (philosophy)","score_opus":0.04905073854447991,"score_gpt":0.2739885609666652,"score_spread":0.22493782242218527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920800417","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0072879153,0.00038807877,0.0000010135755,0.00014605543,0.000036608726,0.0039526336,0.9877908,0.0000064421397,0.00039044523],"genre_scores_gemma":[0.87609065,0.000009522764,0.000017316795,0.00014230439,0.000009862172,0.004950964,0.11866256,0.0000068930385,0.00010991495],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9980629,0.0005340688,0.0005242162,0.00009418003,0.0007178344,0.00006681177],"domain_scores_gemma":[0.99461305,0.0041238135,0.00054878986,0.000311297,0.0003837713,0.000019261146],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031773382,0.00008107921,0.00028391447,0.000092393195,0.00009141666,0.0000039221713,0.00025484574,0.000025394776,0.48355624],"category_scores_gemma":[0.008594162,0.00005742436,0.000073971845,0.00031212898,0.0000302881,0.00007514944,0.00022959453,0.00034467346,0.000004353173],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032715394,0.001978002,0.0048169945,0.0514506,0.00018892801,0.000002641694,0.0074401624,0.00013767855,0.000002423113,0.000003925912,0.93367094,0.0002749913],"study_design_scores_gemma":[0.000524982,0.0002664826,0.805511,0.18074569,0.00012411957,0.000041953594,0.011865173,0.00046967992,0.0000040655777,0.0000028779589,0.00039438973,0.000049602804],"about_ca_topic_score_codex":0.00005410094,"about_ca_topic_score_gemma":0.00030397528,"teacher_disagreement_score":0.93327653,"about_ca_system_score_codex":0.00007274726,"about_ca_system_score_gemma":0.00011736873,"threshold_uncertainty_score":0.9997569},"labels":[],"label_agreement":null},{"id":"W6920800479","doi":"10.6084/m9.figshare.11321372.v1","title":"MOESM1 of Development of the Health Awareness and Behaviour Tool (HABiT): reliability and suitability for a Canadian older adult population","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Population; Habit; Population health; Population ageing","score_opus":0.024223263454861588,"score_gpt":0.2910137858508608,"score_spread":0.2667905223959992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920800479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9648387,0.00007025158,8.46702e-7,0.0007871293,0.000039298946,0.0017497182,0.032483693,0.000008815144,0.000021579011],"genre_scores_gemma":[0.990875,6.3961113e-7,0.0005992457,0.00014632514,0.000010051843,0.00010701546,0.008169835,0.0000108141685,0.000081074584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907136,0.000030814706,0.00033461046,0.00022812713,0.0001577561,0.00017731942],"domain_scores_gemma":[0.99900943,0.00010036112,0.00013468675,0.0003324653,0.0003044177,0.00011861919],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015089488,0.000096111544,0.0002511318,0.00003915691,0.00007520052,0.0000050433932,0.000064018765,0.00008018616,0.0015371159],"category_scores_gemma":[0.0010827373,0.00007263478,0.0000378139,0.000082554085,0.000013079085,0.000053910502,0.000047793317,0.000076352655,0.0000027336591],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029904848,0.00004432458,0.98687303,0.0028525589,0.00000865942,1.17114745e-7,0.0011817652,0.000002343743,0.000017725786,0.0000052781847,0.003339995,0.0056442744],"study_design_scores_gemma":[0.00077088695,0.00008321525,0.9957973,0.0016821956,0.000009331329,0.0000033587535,0.000105551,0.00013935007,0.0006053442,0.000019692045,0.0007142796,0.00006952804],"about_ca_topic_score_codex":0.020344717,"about_ca_topic_score_gemma":0.07634505,"teacher_disagreement_score":0.056000333,"about_ca_system_score_codex":0.00017173991,"about_ca_system_score_gemma":0.0008070085,"threshold_uncertainty_score":0.99937564},"labels":[],"label_agreement":null},{"id":"W6920800496","doi":"10.6084/m9.figshare.26734353","title":"Additional file 5 of Interventions that have potential to help older adults living with social frailty: a systematic scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Ottawa; McMaster University; Toronto Rehabilitation Institute; Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Psychological intervention; Intervention (counseling); MEDLINE; Qualitative research; Social support; Systematic review","score_opus":0.060413351069881265,"score_gpt":0.33261104773866734,"score_spread":0.27219769666878607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920800496","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011136976,0.006156095,0.00001787992,0.00041678274,0.000046345533,0.002294968,0.99016124,0.00013412772,0.0007614399],"genre_scores_gemma":[0.011408972,0.000014908998,0.00058695464,0.0006550071,0.0003834035,0.0066572498,0.97540104,0.000068779125,0.0048236926],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9984284,0.00006302997,0.0004451574,0.00032686666,0.0005063243,0.00023019912],"domain_scores_gemma":[0.9984139,0.0008099219,0.0001571906,0.00023716623,0.00026098915,0.00012078849],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000053349937,0.00019122376,0.0005308185,0.00014382695,0.00007375615,0.000051795087,0.00013588525,0.00007922928,0.9804471],"category_scores_gemma":[0.0037816684,0.00015615896,0.00034100673,0.00027030692,0.000011720947,0.00014521375,0.000119575794,0.00020372964,0.0028984826],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037297448,0.000035366967,2.999213e-7,0.3665819,0.00007147854,0.00004291954,0.00020144292,3.485369e-7,5.686502e-7,5.0124356e-7,0.6326799,0.0003815805],"study_design_scores_gemma":[0.00016408021,0.0001328604,0.00052648474,0.99411297,0.00015643392,0.00016521072,0.00022729556,0.00013020642,0.000011840329,8.537979e-7,0.004216763,0.00015501739],"about_ca_topic_score_codex":0.0000041720714,"about_ca_topic_score_gemma":0.00005760345,"teacher_disagreement_score":0.97754866,"about_ca_system_score_codex":0.00007797118,"about_ca_system_score_gemma":0.00023338036,"threshold_uncertainty_score":0.9978779},"labels":[],"label_agreement":null},{"id":"W6920821694","doi":"10.6084/m9.figshare.26594627","title":"Additional file 1 of Barriers and facilitators to participation in exercise prehabilitation before cancer surgery for older adults with frailty: a qualitative study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; McGill University; Ottawa Hospital","funders":"","keywords":"Prehabilitation; Qualitative research; Cancer; Cancer surgery; Qualitative analysis; Physical activity","score_opus":0.03041980011418971,"score_gpt":0.3519801583501591,"score_spread":0.3215603582359694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920821694","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14142428,0.00008863089,0.0000012301264,0.00019898525,0.000018353325,0.0022143885,0.8559985,0.00003828512,0.000017309028],"genre_scores_gemma":[0.5085426,3.2927215e-7,0.00032341148,0.000040813517,0.000029283538,0.025310166,0.465413,0.000022889539,0.00031752852],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9988191,0.000055672688,0.000303546,0.00036189042,0.00027271,0.00018707727],"domain_scores_gemma":[0.99589914,0.0034603316,0.00005704807,0.00013545217,0.00029119573,0.00015683848],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000083674466,0.00014424082,0.0002854298,0.00022249274,0.000029586105,0.000015719923,0.000033550416,0.000059610862,0.76408815],"category_scores_gemma":[0.007063112,0.00012161068,0.000054277403,0.0003939358,0.00001887943,0.00017938399,0.000019903056,0.000089661065,0.000054688655],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032938484,0.00008490736,0.00036600546,0.0017654725,0.000041226827,0.0000059441168,0.11423451,0.000011465704,5.216004e-7,4.7407403e-7,0.86260754,0.020552538],"study_design_scores_gemma":[0.0025511528,0.0023417273,0.65150654,0.12530701,0.00012109536,0.000003815645,0.14774412,0.0019814153,0.00007578471,0.000075488344,0.067793466,0.00049839687],"about_ca_topic_score_codex":0.00005616842,"about_ca_topic_score_gemma":0.00080904557,"teacher_disagreement_score":0.7948141,"about_ca_system_score_codex":0.00010014045,"about_ca_system_score_gemma":0.00033968705,"threshold_uncertainty_score":0.8455715},"labels":[],"label_agreement":null},{"id":"W6920836855","doi":"10.6084/m9.figshare.14361696.v1","title":"Additional file 1 of Development and testing of the Geriatric Care Assessment Practices (G-CAP) survey","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Key (lock); MEDLINE; Geriatrics; Long-term care; Test (biology); Patient care","score_opus":0.09511184402999037,"score_gpt":0.3217580549332625,"score_spread":0.2266462109032721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920836855","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002435236,0.00018371409,5.497804e-8,0.000050541377,0.00001705108,0.00013670555,0.99207675,0.000008872011,0.0050910935],"genre_scores_gemma":[0.032768372,5.7748525e-7,0.011206431,0.000056514622,0.000045575915,0.00017517,0.9548328,0.000010292655,0.00090429204],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9992377,0.00006458621,0.00019227249,0.00014039103,0.00027729484,0.00008776564],"domain_scores_gemma":[0.99517137,0.0035079692,0.0003742096,0.00017157497,0.0007359154,0.000038986112],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000035066034,0.00007072593,0.00013911766,0.000023712699,0.000045134006,0.00000879361,0.000062585554,0.000042153766,0.91641736],"category_scores_gemma":[0.03117758,0.000054542536,0.000026085649,0.00026484573,0.000007865773,0.000046831294,0.00013330109,0.000109247405,0.000037968253],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002965391,0.000036818263,0.0024414645,0.0005963699,0.000026087862,0.000008475911,0.00014657485,0.000001086591,0.00003601315,1.5398288e-7,0.99137944,0.005324533],"study_design_scores_gemma":[0.00015520139,0.000022415354,0.67301863,0.002961728,0.000008984552,0.000027050171,0.00020464727,0.00002043277,0.0013554235,5.602496e-7,0.32218066,0.000044255452],"about_ca_topic_score_codex":0.000014447844,"about_ca_topic_score_gemma":0.000109965156,"teacher_disagreement_score":0.9163794,"about_ca_system_score_codex":0.00004019029,"about_ca_system_score_gemma":0.00122617,"threshold_uncertainty_score":0.97698325},"labels":[],"label_agreement":null},{"id":"W6920866084","doi":"10.6084/m9.figshare.19227076.v1","title":"Additional file 1 of Prioritization of indicators of the quality of care provided to older adults with frailty by key stakeholders from five canadian provinces","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University of Calgary; Dalhousie University; Université Laval","funders":"","keywords":"Prioritization; Key (lock); Health care; Quality (philosophy); Older people; MEDLINE","score_opus":0.025091449695014353,"score_gpt":0.25290184623319245,"score_spread":0.22781039653817808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920866084","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041648578,0.000066328255,1.510172e-7,0.00018269107,0.0000149529005,0.0012527694,0.9561746,0.000010612712,0.0006493161],"genre_scores_gemma":[0.47544286,1.1555748e-7,0.00014973913,0.00009647585,0.0000118369935,0.00046483366,0.5236543,0.000013038666,0.00016681546],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99825954,0.00009941963,0.00044179687,0.0002543582,0.0007791388,0.00016575996],"domain_scores_gemma":[0.99786043,0.0005168868,0.00058711343,0.00038481355,0.00048671494,0.00016404856],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003129303,0.00013269302,0.00033533882,0.00014107981,0.00006649523,0.000003083665,0.0002777808,0.000068454894,0.8262372],"category_scores_gemma":[0.0031661727,0.000107237065,0.00008357081,0.0005398718,0.000042416268,0.000058542042,0.00009661344,0.00017431563,0.0000070990745],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014144914,0.000087977605,0.0010212602,0.000841112,0.000056921646,0.0000014628353,0.006003023,0.00003120612,0.00004977678,0.0000013426995,0.9904269,0.0013375815],"study_design_scores_gemma":[0.003970505,0.0017885452,0.5437022,0.025991803,0.00009355945,0.0000044422836,0.03689391,0.000059480706,0.019518951,0.000010069937,0.36745203,0.00051452743],"about_ca_topic_score_codex":0.02874508,"about_ca_topic_score_gemma":0.054632828,"teacher_disagreement_score":0.8262301,"about_ca_system_score_codex":0.00020917151,"about_ca_system_score_gemma":0.0021452708,"threshold_uncertainty_score":0.9777226},"labels":[],"label_agreement":null},{"id":"W6920875838","doi":"10.6084/m9.figshare.23011823","title":"Influencing Perception of Frailty Risk in Urban and Rural Older Adults","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perception; Older people; Rural area; Intervention (counseling); Risk perception; Aging in place; Healthy aging; Suicide prevention","score_opus":0.024121590511334685,"score_gpt":0.28092017973445127,"score_spread":0.2567985892231166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920875838","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9740264,0.00012427775,8.757665e-8,0.00011519586,0.000025253494,0.00033256807,0.024768546,0.00009470471,0.0005130058],"genre_scores_gemma":[0.97845423,0.000014868858,0.000043542903,0.00008359733,0.00007602081,0.00005700542,0.020962173,0.000018645407,0.00028991126],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99920267,0.000025888914,0.00021357642,0.00017358422,0.00018973814,0.00019452702],"domain_scores_gemma":[0.999475,0.00009324806,0.000073963,0.00019957278,0.00008091566,0.00007730795],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000052800835,0.00010506057,0.00018754616,0.00016545787,0.00002559697,0.000007887432,0.000057487166,0.00010425086,0.019605681],"category_scores_gemma":[0.0012334386,0.000098661774,0.000041042964,0.0003376811,0.000010119106,0.000105742016,0.00007118819,0.00020699843,0.0006953092],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019379982,0.00010503213,0.3725841,0.002643114,0.00004274763,0.0001020159,0.026318537,0.000058289676,0.0020593647,0.0000016071718,0.5219083,0.073983096],"study_design_scores_gemma":[0.0015524512,0.00008248684,0.9862235,0.007269778,0.000009936909,0.000008868203,0.0017418278,0.0014275301,0.00022872709,0.000008144951,0.0013511278,0.00009558374],"about_ca_topic_score_codex":0.00018200782,"about_ca_topic_score_gemma":0.00007874123,"teacher_disagreement_score":0.6136395,"about_ca_system_score_codex":0.000044932593,"about_ca_system_score_gemma":0.00003281021,"threshold_uncertainty_score":0.9812905},"labels":[],"label_agreement":null},{"id":"W6920876801","doi":"10.6084/m9.figshare.19607569.v1","title":"Additional file 5 of Evaluations of postoperative transitions in care for older adults: a scoping review","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; Queen's University","funders":"","keywords":"MEDLINE; Health care; Data collection; Patient care; Work (physics)","score_opus":0.04771200695653785,"score_gpt":0.3522079370578375,"score_spread":0.3044959301012996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920876801","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011791664,0.0040262374,6.9406843e-7,0.0006389566,0.000008444348,0.0024627042,0.99216247,0.000011016994,0.0006777076],"genre_scores_gemma":[0.0020440712,0.000007384607,0.00074567704,0.0006452599,0.000015740397,0.01582625,0.98056996,0.000012362088,0.00013332153],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9991567,0.000048959282,0.00029751402,0.00015036686,0.00024979518,0.00009665576],"domain_scores_gemma":[0.9986188,0.0005665899,0.00010479747,0.00014969068,0.00052882155,0.000031307012],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000024689483,0.000073089745,0.0002499163,0.0000874911,0.00006453289,0.0000013961843,0.00006643217,0.00002417958,0.991955],"category_scores_gemma":[0.0031004206,0.0000777224,0.00011179704,0.00027937716,0.0000077707455,0.000049322443,0.000027337834,0.00010862671,0.000039622417],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019314413,0.00008478892,4.0040769e-7,0.010203658,0.000011060189,0.000002117551,0.0016161253,0.00002633789,0.0000047515423,0.000001273953,0.9858651,0.0021650437],"study_design_scores_gemma":[0.0016656915,0.0004033628,0.0010342482,0.8846311,0.000042022853,0.000024176743,0.0025966433,0.00029189792,0.000116743286,0.000004443667,0.10906658,0.00012308966],"about_ca_topic_score_codex":0.0000034596817,"about_ca_topic_score_gemma":0.000077431105,"teacher_disagreement_score":0.99191535,"about_ca_system_score_codex":0.00007916858,"about_ca_system_score_gemma":0.00053380785,"threshold_uncertainty_score":0.3711717},"labels":[],"label_agreement":null},{"id":"W6920880046","doi":"10.6084/m9.figshare.22619287","title":"Additional file 5 of Development of a UK core dataset for geriatric medicine research: a position statement and results from a Delphi consensus process","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Delphi; Delphi method; Core (optical fiber); Process (computing); Position statement; Position (finance)","score_opus":0.2562999585800442,"score_gpt":0.41371363666357985,"score_spread":0.15741367808353568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920880046","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022655996,0.00004008038,3.835623e-7,0.0006958951,0.000010713603,0.00091308507,0.99593884,0.000022252141,0.00011312975],"genre_scores_gemma":[0.007327216,0.000002256954,0.0027366423,0.000052770793,0.000089518384,0.0014514924,0.9881031,0.000014798816,0.0002222308],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983046,0.000026665904,0.00059598574,0.00028589784,0.00057296344,0.00021388469],"domain_scores_gemma":[0.99445575,0.004239121,0.00025225533,0.00021552845,0.00072408526,0.00011327646],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019615056,0.00010596951,0.0002484848,0.0002480287,0.00007025558,0.0000043646514,0.00008872942,0.000066137654,0.7183106],"category_scores_gemma":[0.015426696,0.00009160412,0.000020357456,0.0004595124,0.000046277546,0.000025794274,0.000091014226,0.000105565945,0.0001444423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006013537,0.000048410042,0.0000012960003,0.0009051664,0.00005776627,0.000025537094,0.0010704807,0.0000014823868,0.0001608103,3.8999246e-7,0.9958056,0.0013216718],"study_design_scores_gemma":[0.0052128015,0.0007505963,0.008771836,0.020598209,0.00003486798,0.000021148235,0.0014503304,0.00085667043,0.0013648834,0.0002124696,0.96056753,0.0001586366],"about_ca_topic_score_codex":0.00002685444,"about_ca_topic_score_gemma":0.00006314642,"teacher_disagreement_score":0.7181661,"about_ca_system_score_codex":0.0000561045,"about_ca_system_score_gemma":0.00057836104,"threshold_uncertainty_score":0.99286675},"labels":[],"label_agreement":null},{"id":"W6920896340","doi":"10.6084/m9.figshare.20444164.v1","title":"Additional file 3 of Life-space, frailty, and health-related quality of life","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Table (database); Quality (philosophy); Quality of life (healthcare); Data collection; Data quality","score_opus":0.1091644790545677,"score_gpt":0.32197232325445946,"score_spread":0.21280784419989174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920896340","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00072924554,0.0004797326,4.638724e-8,0.002089005,0.00002306643,0.0002836415,0.9928543,0.000041131887,0.0034998066],"genre_scores_gemma":[0.03985569,0.0000016948223,0.0002249457,0.0010152902,0.000052910596,0.00043555547,0.95511246,0.000018997493,0.0032824324],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985688,0.00009996035,0.0005071144,0.00020268201,0.00045483903,0.00016662026],"domain_scores_gemma":[0.99784297,0.0011066361,0.00041583364,0.00026118755,0.00014544645,0.00022790603],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008338183,0.00010470135,0.00041152432,0.00008225734,0.00007922272,0.0000032478363,0.00010003992,0.00006061416,0.99704534],"category_scores_gemma":[0.008680548,0.00011025071,0.000083867075,0.00024738398,0.000022606306,0.000043272146,0.00019924749,0.00027613898,0.00026488997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051361476,0.0001269369,0.000101949736,0.0006360535,0.00005052982,0.000003000633,0.00016414597,0.000007204694,0.000005976686,0.000009331539,0.9982316,0.00061193906],"study_design_scores_gemma":[0.0010985509,0.0003394842,0.13460699,0.0014386559,0.000005017548,0.0000147746105,0.0001877462,0.00011404587,0.000015911439,0.00004247129,0.86202955,0.00010680746],"about_ca_topic_score_codex":0.000116554016,"about_ca_topic_score_gemma":0.00003287888,"teacher_disagreement_score":0.99678046,"about_ca_system_score_codex":0.000052821357,"about_ca_system_score_gemma":0.00064732064,"threshold_uncertainty_score":0.99966973},"labels":[],"label_agreement":null},{"id":"W6920909613","doi":"10.6084/m9.figshare.14850904","title":"Additional file 2 of Frailty and pre-frailty in cardiac surgery: a systematic review and meta-analysis of 66,448 patients","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; University of Toronto","funders":"","keywords":"Table (database); Measure (data warehouse); Test (biology); MEDLINE; Data collection","score_opus":0.07521346268551012,"score_gpt":0.2949706986295313,"score_spread":0.2197572359440212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920909613","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016262749,0.01932195,3.80223e-8,0.00010225031,0.000004449612,0.0007101635,0.9793648,0.0000083861205,0.00032532623],"genre_scores_gemma":[0.005524086,0.00009941403,0.00013315068,0.0003459424,0.0000073051497,0.0013837129,0.9912219,0.0000147854025,0.0012697186],"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9982723,0.00021148997,0.0006886613,0.00028766383,0.00038688342,0.00015300873],"domain_scores_gemma":[0.99559057,0.0030008098,0.00038009352,0.00043445858,0.00048672597,0.00010735179],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00011633933,0.00016149716,0.0027464258,0.00017521041,0.000015241816,0.00000786612,0.0000577449,0.00008033764,0.94065505],"category_scores_gemma":[0.02011634,0.00013021813,0.00063840736,0.00076735707,0.00001656713,0.00007587751,0.000098852244,0.0001067177,0.00003799055],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000029254247,0.000066766064,0.00015876773,0.12182088,0.014169489,0.000007537162,0.000048461243,2.6969852e-7,5.9881137e-7,2.2496326e-7,0.86369413,0.000029919081],"study_design_scores_gemma":[0.0006308516,0.00014450937,0.25524732,0.22930488,0.43724543,0.00002351587,0.00010511552,0.000124644,0.00017093313,0.000014460304,0.07639184,0.0005965003],"about_ca_topic_score_codex":0.000016293914,"about_ca_topic_score_gemma":0.000050050698,"teacher_disagreement_score":0.9406171,"about_ca_system_score_codex":0.000026908334,"about_ca_system_score_gemma":0.00013446494,"threshold_uncertainty_score":0.98813766},"labels":[],"label_agreement":null},{"id":"W6920916245","doi":"10.6084/m9.figshare.26734347","title":"Additional file 3 of Interventions that have potential to help older adults living with social frailty: a systematic scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Ottawa; McMaster University; Toronto Rehabilitation Institute; Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Psychological intervention; Intervention (counseling); MEDLINE; Qualitative research; Social support; Systematic review","score_opus":0.06041162029831905,"score_gpt":0.3324562156920416,"score_spread":0.27204459539372255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920916245","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011124211,0.0061342623,0.000017801856,0.00041481873,0.00004673994,0.0022911539,0.9901861,0.00013379395,0.0007641988],"genre_scores_gemma":[0.01121569,0.00001489459,0.00058571156,0.00065314356,0.00038707184,0.006650299,0.9754623,0.00006871592,0.00496216],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9984287,0.00006298241,0.00044500353,0.00032678756,0.0005063261,0.00023017745],"domain_scores_gemma":[0.9984115,0.0008094557,0.00015718887,0.000237107,0.00026398856,0.00012078322],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005327606,0.00019118958,0.0005305889,0.00014376214,0.00007371363,0.000051790128,0.00013583347,0.000079218094,0.9807929],"category_scores_gemma":[0.0038221027,0.00015612441,0.0003409299,0.00027025104,0.000011718654,0.00014519147,0.00011952103,0.00020371091,0.0029836362],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037431082,0.000035272395,2.9969246e-7,0.36728126,0.000071329465,0.000042675823,0.000200927,3.4845098e-7,5.723012e-7,4.8130653e-7,0.6319826,0.0003804801],"study_design_scores_gemma":[0.0001648775,0.00013237065,0.00051480776,0.993894,0.0001551362,0.0001633944,0.00022644512,0.0001307089,0.0000120053965,8.4948766e-7,0.004450448,0.00015496017],"about_ca_topic_score_codex":0.0000041715116,"about_ca_topic_score_gemma":0.00005713598,"teacher_disagreement_score":0.97780925,"about_ca_system_score_codex":0.00007827254,"about_ca_system_score_gemma":0.00023403256,"threshold_uncertainty_score":0.99779266},"labels":[],"label_agreement":null},{"id":"W6920924660","doi":"10.6084/m9.figshare.23011823.v1","title":"Influencing Perception of Frailty Risk in Urban and Rural Older Adults","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perception; Older people; Rural area; Intervention (counseling); Risk perception; Aging in place; Healthy aging; Suicide prevention","score_opus":0.024121590511334685,"score_gpt":0.28092017973445127,"score_spread":0.2567985892231166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920924660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9740264,0.00012427775,8.757665e-8,0.00011519586,0.000025253494,0.00033256807,0.024768546,0.00009470471,0.0005130058],"genre_scores_gemma":[0.97845423,0.000014868858,0.000043542903,0.00008359733,0.00007602081,0.00005700542,0.020962173,0.000018645407,0.00028991126],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99920267,0.000025888914,0.00021357642,0.00017358422,0.00018973814,0.00019452702],"domain_scores_gemma":[0.999475,0.00009324806,0.000073963,0.00019957278,0.00008091566,0.00007730795],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000052800835,0.00010506057,0.00018754616,0.00016545787,0.00002559697,0.000007887432,0.000057487166,0.00010425086,0.019605681],"category_scores_gemma":[0.0012334386,0.000098661774,0.000041042964,0.0003376811,0.000010119106,0.000105742016,0.00007118819,0.00020699843,0.0006953092],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019379982,0.00010503213,0.3725841,0.002643114,0.00004274763,0.0001020159,0.026318537,0.000058289676,0.0020593647,0.0000016071718,0.5219083,0.073983096],"study_design_scores_gemma":[0.0015524512,0.00008248684,0.9862235,0.007269778,0.000009936909,0.000008868203,0.0017418278,0.0014275301,0.00022872709,0.000008144951,0.0013511278,0.00009558374],"about_ca_topic_score_codex":0.00018200782,"about_ca_topic_score_gemma":0.00007874123,"teacher_disagreement_score":0.6136395,"about_ca_system_score_codex":0.000044932593,"about_ca_system_score_gemma":0.00003281021,"threshold_uncertainty_score":0.9812905},"labels":[],"label_agreement":null},{"id":"W6920925716","doi":"10.6084/m9.figshare.13153003.v1","title":"Additional file 5 of Revisiting the hypothesis of syndromic frailty: a cross-sectional study of the structural validity of the frailty phenotype","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Centre Hospitalier de l’Université de Montréal; McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Montreal General Hospital; Jewish General Hospital","funders":"","keywords":"Phenotype; Identification (biology); Structural variation; Statistical analysis","score_opus":0.12667777218378903,"score_gpt":0.3055344010105709,"score_spread":0.17885662882678185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920925716","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24904984,0.000019633979,7.890248e-8,0.00023662462,0.000038203976,0.000552697,0.749646,0.000011531656,0.00044539492],"genre_scores_gemma":[0.95803165,2.0914159e-7,0.00011618471,0.00016041816,0.00025966926,0.00007791839,0.04113113,0.000022183816,0.00020062822],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9979883,0.00017352348,0.00062365737,0.00024073356,0.00081947364,0.00015432248],"domain_scores_gemma":[0.9953294,0.0027590923,0.0007770755,0.00059614156,0.0004879669,0.000050361068],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007527185,0.00016551602,0.00038937505,0.000025553098,0.00012856054,0.000009876219,0.0005943708,0.0000944639,0.8491605],"category_scores_gemma":[0.015378128,0.00008987891,0.00030427254,0.00040520006,0.00011140261,0.000064118445,0.0003294522,0.00034707814,0.000047054364],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009888441,0.00009496753,0.012036304,0.00082534866,0.00021583735,0.000001965627,0.00096781814,0.00016467628,0.0004999623,0.0000039834194,0.98420554,0.000884731],"study_design_scores_gemma":[0.0006452771,0.00020994061,0.9850032,0.001998695,0.000058541384,0.000019226554,0.00027940987,0.00037241168,0.0018761903,0.00004563398,0.0094061,0.00008539445],"about_ca_topic_score_codex":0.000036004574,"about_ca_topic_score_gemma":0.000014533282,"teacher_disagreement_score":0.9747994,"about_ca_system_score_codex":0.00003757312,"about_ca_system_score_gemma":0.00024815783,"threshold_uncertainty_score":0.99291575},"labels":[],"label_agreement":null},{"id":"W6920929420","doi":"10.6084/m9.figshare.26733337.v1","title":"Additional file 3 of Exploring the perspectives of older adults who are pre-frail and frail to identify interventions to reduce sedentary behaviour and improve mobility: a thematic content analysis","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Osteoporosis Canada; University of Waterloo; McMaster University; University of Manitoba","funders":"","keywords":"Thematic analysis; Sample (material); Psychological intervention; Content analysis; Qualitative analysis; Qualitative research","score_opus":0.0745815519076916,"score_gpt":0.3334528240443707,"score_spread":0.2588712721366791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920929420","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24392702,0.00067528995,0.0000035658604,0.0005800946,0.000023754563,0.00081516255,0.753908,0.00002917125,0.00003797833],"genre_scores_gemma":[0.8798398,0.0000064262367,0.00031065536,0.00008165023,0.00008298479,0.005250857,0.11190948,0.000027898039,0.0024902625],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99865305,0.000041291485,0.00040047767,0.00042651003,0.00032071324,0.00015792588],"domain_scores_gemma":[0.99816597,0.0008444834,0.000117666335,0.00037338055,0.00035081306,0.00014769583],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006420387,0.00016529311,0.00039764453,0.0002803136,0.000053657048,0.000046945166,0.00012765062,0.00004694025,0.6597827],"category_scores_gemma":[0.0028958782,0.0001263124,0.00028184196,0.0005311438,0.000035479025,0.00016674139,0.00022927484,0.00017788932,0.000051970575],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005782434,0.00021204012,0.00023277404,0.0038113545,0.0006207848,0.000014755038,0.020494953,0.0000032309704,0.000093194896,0.0000014152184,0.97018313,0.0042745667],"study_design_scores_gemma":[0.00048824257,0.00038094353,0.8568199,0.083689764,0.0007357055,0.00002763355,0.05447574,0.00027168772,0.00083714206,0.000015639363,0.002057511,0.00020006642],"about_ca_topic_score_codex":0.00008978935,"about_ca_topic_score_gemma":0.00025684538,"teacher_disagreement_score":0.9681256,"about_ca_system_score_codex":0.000074872885,"about_ca_system_score_gemma":0.000049858332,"threshold_uncertainty_score":0.515087},"labels":[],"label_agreement":null},{"id":"W6920938408","doi":"10.6084/m9.figshare.26731603.v1","title":"Additional file 4 of Geriatric assessment with management for older patients with cancer receiving radiotherapy: a cluster-randomised controlled pilot study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cancer; Table (database); Compliance (psychology); Test (biology); MEDLINE; Data collection","score_opus":0.015688154266928666,"score_gpt":0.2823727861292623,"score_spread":0.26668463186233365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920938408","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00048126664,0.00011853685,0.000037447717,0.00011793778,0.000048369682,0.009990431,0.9876065,0.00008336765,0.0015161019],"genre_scores_gemma":[0.03594732,0.0000034004418,0.0060194423,0.00025834434,0.00024091333,0.061721053,0.88792306,0.00010052081,0.007785968],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9985862,0.000043221342,0.00029813388,0.00036391724,0.00048812135,0.00022044477],"domain_scores_gemma":[0.9976299,0.0016294084,0.00015165337,0.00022941672,0.00028144935,0.00007818409],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000047218236,0.00021421984,0.0004750134,0.00015699933,0.000053457687,0.000044006207,0.000092132825,0.00002777199,0.94181293],"category_scores_gemma":[0.00021943748,0.00013924605,0.000080743834,0.0002642305,0.000008059224,0.0000915431,0.000027012544,0.00011400361,0.000031653493],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009904852,0.00093060266,0.000090975416,0.0011729402,0.0013647571,0.000020979416,0.00014083771,0.00004380203,8.553583e-7,3.1240182e-7,0.9808524,0.0054766866],"study_design_scores_gemma":[0.39643627,0.012912958,0.20562574,0.034099534,0.00085970154,0.000010295789,0.00022981699,0.0045387223,0.000004205234,0.0000027876533,0.34473774,0.00054222497],"about_ca_topic_score_codex":0.0000062235517,"about_ca_topic_score_gemma":0.00003558068,"teacher_disagreement_score":0.9417812,"about_ca_system_score_codex":0.00019668022,"about_ca_system_score_gemma":0.00023660003,"threshold_uncertainty_score":0.5678289},"labels":[],"label_agreement":null},{"id":"W6920955456","doi":"10.6084/m9.figshare.20046921","title":"Additional file 1 of The frailty, outcomes, recovery and care steps of critically ill patients (FORECAST) study: pilot study results","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Queen's University","funders":"","keywords":"Critically ill; MEDLINE; Index (typography); Term (time); Critical illness","score_opus":0.051642556592678024,"score_gpt":0.2783485992538991,"score_spread":0.22670604266122107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920955456","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034381103,0.000017107588,5.9765926e-9,0.00014999574,0.00007250395,0.0016955712,0.96092784,0.000022681284,0.0027331887],"genre_scores_gemma":[0.47708338,1.11381496e-7,0.00004513647,0.00032585824,0.000027311682,0.0010634288,0.52017957,0.000021837579,0.0012533797],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9978815,0.00016174135,0.00048541988,0.0003338084,0.00094611483,0.00019142056],"domain_scores_gemma":[0.9963912,0.0016168504,0.00021687348,0.00057027244,0.0011198593,0.00008499576],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000050469498,0.00017066441,0.00035110122,0.00008200115,0.00014912481,0.000009066658,0.0002662523,0.000028873917,0.87975466],"category_scores_gemma":[0.02065542,0.0001326341,0.00008611038,0.00023721419,0.000024943249,0.0000650508,0.00070745946,0.0003089807,0.000056565925],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028530473,0.002551877,0.0053394916,0.00014991897,0.00009545906,0.000010420868,0.0011387585,0.0000046481073,7.7141505e-7,1.741513e-7,0.9881522,0.0022709763],"study_design_scores_gemma":[0.0038395026,0.010441609,0.80797184,0.00092116266,0.000055107095,0.0000047896146,0.006040817,0.000007213972,0.0000062915956,0.0000076904225,0.17056389,0.00014006988],"about_ca_topic_score_codex":0.000049893344,"about_ca_topic_score_gemma":0.00025748942,"teacher_disagreement_score":0.8796981,"about_ca_system_score_codex":0.00010075016,"about_ca_system_score_gemma":0.00017283518,"threshold_uncertainty_score":0.987594},"labels":[],"label_agreement":null},{"id":"W6920961136","doi":"10.6084/m9.figshare.26594627.v1","title":"Additional file 1 of Barriers and facilitators to participation in exercise prehabilitation before cancer surgery for older adults with frailty: a qualitative study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; McGill University; Ottawa Hospital","funders":"","keywords":"Prehabilitation; Qualitative research; Cancer; Cancer surgery; Qualitative analysis; Physical activity","score_opus":0.03041980011418971,"score_gpt":0.3519801583501591,"score_spread":0.3215603582359694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920961136","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14142428,0.00008863089,0.0000012301264,0.00019898525,0.000018353325,0.0022143885,0.8559985,0.00003828512,0.000017309028],"genre_scores_gemma":[0.5085426,3.2927215e-7,0.00032341148,0.000040813517,0.000029283538,0.025310166,0.465413,0.000022889539,0.00031752852],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9988191,0.000055672688,0.000303546,0.00036189042,0.00027271,0.00018707727],"domain_scores_gemma":[0.99589914,0.0034603316,0.00005704807,0.00013545217,0.00029119573,0.00015683848],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000083674466,0.00014424082,0.0002854298,0.00022249274,0.000029586105,0.000015719923,0.000033550416,0.000059610862,0.76408815],"category_scores_gemma":[0.007063112,0.00012161068,0.000054277403,0.0003939358,0.00001887943,0.00017938399,0.000019903056,0.000089661065,0.000054688655],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032938484,0.00008490736,0.00036600546,0.0017654725,0.000041226827,0.0000059441168,0.11423451,0.000011465704,5.216004e-7,4.7407403e-7,0.86260754,0.020552538],"study_design_scores_gemma":[0.0025511528,0.0023417273,0.65150654,0.12530701,0.00012109536,0.000003815645,0.14774412,0.0019814153,0.00007578471,0.000075488344,0.067793466,0.00049839687],"about_ca_topic_score_codex":0.00005616842,"about_ca_topic_score_gemma":0.00080904557,"teacher_disagreement_score":0.7948141,"about_ca_system_score_codex":0.00010014045,"about_ca_system_score_gemma":0.00033968705,"threshold_uncertainty_score":0.8455715},"labels":[],"label_agreement":null},{"id":"W6920983977","doi":"10.6084/m9.figshare.20046924.v1","title":"Additional file 2 of The frailty, outcomes, recovery and care steps of critically ill patients (FORECAST) study: pilot study results","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Queen's University","funders":"","keywords":"Critically ill; Table (database); MEDLINE; Critical illness; Data collection","score_opus":0.04987533531137928,"score_gpt":0.2777656589569485,"score_spread":0.22789032364556921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920983977","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03414984,0.000017398499,5.8419993e-9,0.00014919769,0.00007295972,0.0016926175,0.9610962,0.00002267851,0.0027991019],"genre_scores_gemma":[0.4750208,1.14758464e-7,0.00004419578,0.00032665412,0.000027804885,0.0010444357,0.5222534,0.000021857342,0.0012607372],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9978819,0.00016168364,0.00048564986,0.00033354468,0.0009458661,0.00019134629],"domain_scores_gemma":[0.9964191,0.0015926149,0.000217171,0.00056905806,0.0011171175,0.00008497373],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000050178784,0.00017060715,0.0003511919,0.0000819445,0.00014913634,0.0000090874255,0.00026609594,0.000028874092,0.87761486],"category_scores_gemma":[0.020397773,0.00013258836,0.000086092805,0.00023701963,0.000024942885,0.00006509784,0.0007073545,0.00030890567,0.00005592928],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028364654,0.0025508273,0.0051615373,0.00015134252,0.00009545338,0.000010721315,0.001139693,0.000004671361,7.432029e-7,1.773746e-7,0.9882635,0.0023376986],"study_design_scores_gemma":[0.0038651663,0.010437937,0.80228823,0.0009087158,0.000054868444,0.0000047983735,0.005972988,0.0000071594295,0.000006247107,0.000007751082,0.17630643,0.00013968816],"about_ca_topic_score_codex":0.00005042406,"about_ca_topic_score_gemma":0.0002590975,"teacher_disagreement_score":0.8775589,"about_ca_system_score_codex":0.00010078061,"about_ca_system_score_gemma":0.0001720237,"threshold_uncertainty_score":0.9878538},"labels":[],"label_agreement":null},{"id":"W6920994556","doi":"10.6084/m9.figshare.20444164","title":"Additional file 3 of Life-space, frailty, and health-related quality of life","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Medical Research Council","keywords":"Table (database); Quality (philosophy); Quality of life (healthcare); Data collection; Data quality","score_opus":0.1091644790545677,"score_gpt":0.32197232325445946,"score_spread":0.21280784419989174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6920994556","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00072924554,0.0004797326,4.638724e-8,0.002089005,0.00002306643,0.0002836415,0.9928543,0.000041131887,0.0034998066],"genre_scores_gemma":[0.03985569,0.0000016948223,0.0002249457,0.0010152902,0.000052910596,0.00043555547,0.95511246,0.000018997493,0.0032824324],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985688,0.00009996035,0.0005071144,0.00020268201,0.00045483903,0.00016662026],"domain_scores_gemma":[0.99784297,0.0011066361,0.00041583364,0.00026118755,0.00014544645,0.00022790603],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008338183,0.00010470135,0.00041152432,0.00008225734,0.00007922272,0.0000032478363,0.00010003992,0.00006061416,0.99704534],"category_scores_gemma":[0.008680548,0.00011025071,0.000083867075,0.00024738398,0.000022606306,0.000043272146,0.00019924749,0.00027613898,0.00026488997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051361476,0.0001269369,0.000101949736,0.0006360535,0.00005052982,0.000003000633,0.00016414597,0.000007204694,0.000005976686,0.000009331539,0.9982316,0.00061193906],"study_design_scores_gemma":[0.0010985509,0.0003394842,0.13460699,0.0014386559,0.000005017548,0.0000147746105,0.0001877462,0.00011404587,0.000015911439,0.00004247129,0.86202955,0.00010680746],"about_ca_topic_score_codex":0.000116554016,"about_ca_topic_score_gemma":0.00003287888,"teacher_disagreement_score":0.99678046,"about_ca_system_score_codex":0.000052821357,"about_ca_system_score_gemma":0.00064732064,"threshold_uncertainty_score":0.99966973},"labels":[],"label_agreement":null},{"id":"W6921005079","doi":"10.6084/m9.figshare.26562940.v1","title":"Additional file 1 of Contribution of individual and cumulative frailty-related health deficits on cardiac rehabilitation completion","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Rehabilitation; Table (database); Index (typography); Frailty Index; Life table; Baseline (sea)","score_opus":0.03696201697931051,"score_gpt":0.30764041209030785,"score_spread":0.27067839511099734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921005079","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017034141,0.00031953474,7.6288245e-7,0.000527168,0.000034380384,0.0005105224,0.9961628,0.000051381772,0.00069006917],"genre_scores_gemma":[0.1922587,0.0000014077374,0.00023492162,0.00005821011,0.00003455314,0.00017869673,0.80711013,0.000010515501,0.00011287326],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893457,0.00008135715,0.0003148446,0.00019442555,0.0003596618,0.00011511711],"domain_scores_gemma":[0.99587286,0.0035344805,0.0001398119,0.000108766646,0.00028119038,0.00006290414],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007274341,0.000096924945,0.0002700431,0.0001369779,0.000034010704,0.000008097812,0.00003105939,0.0000944045,0.82839096],"category_scores_gemma":[0.006120192,0.000092789116,0.00007969386,0.00023408727,0.000027319225,0.000074554235,0.000025013498,0.00016551583,0.00028586574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031753756,0.00004762082,0.000012952729,0.0005517314,0.000067135465,0.000001293391,0.0005001012,0.0000124249,0.00001838755,0.00015457565,0.99250424,0.0060978113],"study_design_scores_gemma":[0.0009077779,0.0023670495,0.3056456,0.039560407,0.000045297344,0.000013101127,0.00020708576,0.0018197411,0.00022280568,0.0004212747,0.6486259,0.00016393574],"about_ca_topic_score_codex":0.000008956327,"about_ca_topic_score_gemma":0.0000037634188,"teacher_disagreement_score":0.8281051,"about_ca_system_score_codex":0.00009082407,"about_ca_system_score_gemma":0.00016792123,"threshold_uncertainty_score":0.7326883},"labels":[],"label_agreement":null},{"id":"W6921026531","doi":"10.6084/m9.figshare.26986495","title":"Additional file 5 of Screening for the primary prevention of fragility fractures among adults aged 40 years and older in primary care: systematic reviews of the effects and acceptability of screening and treatment, and the accuracy of risk prediction tools","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Primary prevention; Primary care; Systematic review; Fragility; Fragility fracture; MEDLINE; Medical screening","score_opus":0.02380639422713965,"score_gpt":0.2802708873511996,"score_spread":0.25646449312405994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921026531","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.296418,0.0118503915,0.000012867742,0.000016483793,0.000014973771,0.005585507,0.686056,0.000007962608,0.000037787577],"genre_scores_gemma":[0.95002055,0.00028636865,0.0005487419,0.0000113457845,0.000026645732,0.0013044247,0.047772873,0.000012946644,0.000016108037],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9985009,0.0003768925,0.0006179068,0.0002157301,0.00020411533,0.00008449295],"domain_scores_gemma":[0.98426425,0.014676047,0.00062205736,0.00029860003,0.000113388,0.000025629126],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037583034,0.00013707137,0.0006189826,0.000052206236,0.000045041463,0.000011881623,0.000073992676,0.000086315056,0.00850569],"category_scores_gemma":[0.013493201,0.00007114439,0.00014217502,0.00014135637,0.00015787237,0.00017229198,0.000096850235,0.00014759495,8.716246e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018308642,0.00025705068,0.033942953,0.54882395,0.0007951951,0.0000018444796,0.014582916,0.000018367298,0.00021413431,0.0000021801725,0.07772334,0.32180718],"study_design_scores_gemma":[0.0017947756,0.00019119531,0.9159688,0.08046565,0.00029096392,0.000004563314,0.00032005194,0.0003775533,0.00030796567,0.000014531877,0.00022034018,0.000043606582],"about_ca_topic_score_codex":0.00008254502,"about_ca_topic_score_gemma":0.00008217024,"teacher_disagreement_score":0.88202584,"about_ca_system_score_codex":0.00002968754,"about_ca_system_score_gemma":0.000056040597,"threshold_uncertainty_score":0.99481654},"labels":[],"label_agreement":null},{"id":"W6921046365","doi":"10.6084/m9.figshare.26000071","title":"Additional file 1 of Geriatric assessment with management for older patients with cancer receiving radiotherapy: a cluster-randomised controlled pilot study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cancer; Table (database); MEDLINE; Data collection; Disease","score_opus":0.01584184386827171,"score_gpt":0.2823726912017184,"score_spread":0.2665308473334467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921046365","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004792843,0.00011729438,0.000036934383,0.00011857813,0.0000482769,0.009968067,0.9876394,0.00008324661,0.0015088621],"genre_scores_gemma":[0.03442213,0.000003328093,0.00604556,0.00025652262,0.00023895387,0.06246138,0.8886111,0.00009987731,0.007861192],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9985863,0.000043270433,0.00029788545,0.00036404398,0.00048805017,0.00022043634],"domain_scores_gemma":[0.997615,0.0016412168,0.0001516037,0.00022965063,0.000284388,0.00007818766],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004720104,0.00021423561,0.00047484657,0.0001569778,0.000053434815,0.00004388836,0.00009212252,0.000027772,0.94414556],"category_scores_gemma":[0.00022273362,0.00013925537,0.00008074268,0.00026436732,0.000008057124,0.000091456204,0.0000270221,0.000114031456,0.000031976706],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0097309565,0.000929726,0.000090554124,0.0011609496,0.0013646585,0.000020626674,0.00014055413,0.000044390938,8.6615677e-7,3.0268458e-7,0.98112226,0.005394141],"study_design_scores_gemma":[0.39142847,0.012659262,0.20509477,0.033961102,0.00085779774,0.000010246514,0.00022935521,0.004497894,0.0000041864428,0.0000027397944,0.35071418,0.00053999014],"about_ca_topic_score_codex":0.0000062084,"about_ca_topic_score_gemma":0.000035181605,"teacher_disagreement_score":0.9441136,"about_ca_system_score_codex":0.0001966606,"about_ca_system_score_gemma":0.00023738891,"threshold_uncertainty_score":0.5678669},"labels":[],"label_agreement":null},{"id":"W6921050893","doi":"10.6084/m9.figshare.26691985","title":"Additional file 1 of “It’s a stressful, trying time for the caretaker”: an interpretive description qualitative study of postoperative transitions in care for older adults with frailty from the perspectives of informal caregivers","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Ottawa","funders":"","keywords":"Qualitative research; Perspective (graphical); Context (archaeology); Focus group; Older people; Data collection","score_opus":0.03030602226284021,"score_gpt":0.3104592465290095,"score_spread":0.2801532242661693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921050893","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03941909,0.00025241866,0.00002056689,0.00026636588,0.000015013784,0.0030050604,0.95679903,0.000018005841,0.00020445872],"genre_scores_gemma":[0.6251901,4.4626788e-7,0.0002703735,0.000027562117,0.000026756823,0.0025343953,0.37188655,0.000016220265,0.00004757648],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99886,0.00011199731,0.00032216392,0.00027321986,0.00028763135,0.0001450126],"domain_scores_gemma":[0.9942044,0.004258172,0.00014626549,0.00022497811,0.0011288227,0.000037355865],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000043093263,0.00017707181,0.00032123495,0.000095932606,0.00008844689,0.000018520215,0.00015870568,0.00007388157,0.26932228],"category_scores_gemma":[0.0014334669,0.00010909819,0.00013688362,0.00023228688,0.00008978042,0.00031584364,0.000024653842,0.00020061091,0.000005064963],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083304086,0.00015614167,0.0000024081971,0.00031191247,0.00026268288,0.0000021009719,0.756755,0.000059022233,0.000017515922,0.000004151723,0.24086483,0.0007312091],"study_design_scores_gemma":[0.0018124362,0.00248196,0.003376346,0.019472087,0.0001308037,0.0000025033985,0.96857715,0.0023235462,0.00014348178,0.0000051674447,0.001559924,0.00011460479],"about_ca_topic_score_codex":0.00030050028,"about_ca_topic_score_gemma":0.0034904964,"teacher_disagreement_score":0.585771,"about_ca_system_score_codex":0.00012062679,"about_ca_system_score_gemma":0.0003469042,"threshold_uncertainty_score":0.73134565},"labels":[],"label_agreement":null},{"id":"W6921073451","doi":"10.6084/m9.figshare.7961489.v1","title":"Additional file 1: of Can the effects of the mobilization of vulnerable elders in Ontario (MOVE ON) implementation be replicated in new settings: an interrupted time series design","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interrupted time series; Series (stratigraphy); Intervention (counseling); Mobilization; Replication (statistics)","score_opus":0.02132741693822639,"score_gpt":0.2606799893896639,"score_spread":0.2393525724514375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921073451","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.062304683,0.000008027466,7.654273e-7,0.00058655906,0.000029481254,0.0027445452,0.9334568,0.000020839461,0.0008483379],"genre_scores_gemma":[0.28836292,2.689901e-7,0.0002928886,0.0004409616,0.0000147013325,0.0004191867,0.70710415,0.000020680089,0.003344238],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991244,0.00012586606,0.00028526227,0.0001553222,0.00020200013,0.000107158536],"domain_scores_gemma":[0.998092,0.0012229009,0.00023958259,0.0003122512,0.000108567736,0.000024725303],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000063652726,0.000089415225,0.00017617548,0.00007250306,0.000015600266,0.0000041120347,0.00012657951,0.00005573129,0.8017544],"category_scores_gemma":[0.0025049406,0.00006290124,0.00003705606,0.00025647203,0.000012900891,0.000093419774,0.000034601093,0.00017298963,0.000027917553],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009727781,0.00007006832,0.0005313823,0.0002223775,0.000018356399,8.7871666e-7,0.002495084,0.0003054668,0.0020997743,0.0000011972661,0.9933792,0.00077893294],"study_design_scores_gemma":[0.005723349,0.003458483,0.6233499,0.0323984,0.000051644376,0.000017464585,0.0027553048,0.0023635232,0.27278814,0.00014831408,0.056593973,0.0003514683],"about_ca_topic_score_codex":0.0044983584,"about_ca_topic_score_gemma":0.033048656,"teacher_disagreement_score":0.9367852,"about_ca_system_score_codex":0.00014253792,"about_ca_system_score_gemma":0.00047079302,"threshold_uncertainty_score":0.9845957},"labels":[],"label_agreement":null},{"id":"W6921113799","doi":"10.6084/m9.figshare.26592950.v1","title":"Additional file 5 of Study protocol for The GOAL Trial: comprehensive geriatric assessment for frail older people with chronic kidney disease to increase attainment of patient-identified goals—a cluster randomised controlled trial","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Kidney disease; Older people; Randomized controlled trial; Cluster (spacecraft); Protocol (science); Geriatrics","score_opus":0.02214815221290515,"score_gpt":0.3271660316803941,"score_spread":0.30501787946748893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921113799","genre_codex":"dataset","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002686653,0.000010242275,0.000019597686,0.00028118398,0.000088723966,0.4345108,0.56475085,0.00003212411,0.000037843245],"genre_scores_gemma":[0.0027764912,6.950731e-8,0.00027905093,0.00019806928,0.00048010945,0.6926028,0.30258963,0.000048474674,0.0010252849],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99714524,0.00021038752,0.00096706935,0.00052324863,0.00081995176,0.0003340966],"domain_scores_gemma":[0.98699176,0.010879162,0.00045831656,0.0005228641,0.0007850222,0.00036285585],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016172862,0.00033723138,0.0009693356,0.00017397851,0.0001171346,0.00006912835,0.00020922715,0.00007855428,0.7178184],"category_scores_gemma":[0.007248255,0.00020632173,0.0005496493,0.00030956123,0.000020832282,0.0000945988,0.00011600202,0.00015605248,0.000052232004],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.45591494,0.0010617557,8.540468e-7,0.0014776103,0.00049131893,0.00000508599,0.00015557265,0.00003563677,0.0000040880186,4.1009267e-7,0.5405483,0.00030441646],"study_design_scores_gemma":[0.70695686,0.007986439,0.0004978023,0.00395383,0.00050610985,0.0000014917694,0.0001445025,0.002116369,0.00001534094,0.00000397959,0.2776453,0.00017200128],"about_ca_topic_score_codex":0.000013881528,"about_ca_topic_score_gemma":0.00003701033,"teacher_disagreement_score":0.71776617,"about_ca_system_score_codex":0.0002529126,"about_ca_system_score_gemma":0.0023537762,"threshold_uncertainty_score":0.86773616},"labels":[],"label_agreement":null},{"id":"W6921118460","doi":"10.6084/m9.figshare.26731600","title":"Additional file 3 of Geriatric assessment with management for older patients with cancer receiving radiotherapy: a cluster-randomised controlled pilot study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cancer; Cohort; Quality of life (healthcare); Table (database); Cohort study; Quality (philosophy); Cancer treatment","score_opus":0.015568115199602111,"score_gpt":0.2819637212691149,"score_spread":0.2663956060695128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921118460","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004833665,0.00011803097,0.00003718514,0.00011810502,0.000048799375,0.009976796,0.98761505,0.00008321082,0.001519472],"genre_scores_gemma":[0.035069026,0.000003402954,0.006017169,0.00025824324,0.00024362732,0.061762553,0.8884649,0.00010062092,0.0080804555],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9985863,0.000043227206,0.0002980229,0.00036387923,0.00048815308,0.00022041869],"domain_scores_gemma":[0.99762774,0.0016261844,0.0001516293,0.00022929464,0.0002869911,0.000078181176],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004717886,0.00021420434,0.00047489686,0.00015692346,0.00005343005,0.00004398188,0.00009206242,0.000027769549,0.94276696],"category_scores_gemma":[0.00022267159,0.00013921857,0.000080737336,0.0002642656,0.000008057719,0.00009152919,0.000027001843,0.000114007285,0.000032339456],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009790864,0.0009292487,0.00009067996,0.0011814568,0.0013634604,0.000020884347,0.00014055888,0.000044404693,8.6838804e-7,3.007155e-7,0.98096126,0.005476003],"study_design_scores_gemma":[0.39244944,0.012516415,0.20188913,0.033553366,0.00084142876,0.00001004733,0.00022597764,0.0044609318,0.0000042385527,0.000002721023,0.35351157,0.00053473003],"about_ca_topic_score_codex":0.0000062815084,"about_ca_topic_score_gemma":0.000035429595,"teacher_disagreement_score":0.9427346,"about_ca_system_score_codex":0.00019746981,"about_ca_system_score_gemma":0.00023752505,"threshold_uncertainty_score":0.56771684},"labels":[],"label_agreement":null},{"id":"W6921173189","doi":"10.6084/m9.figshare.21541998.v1","title":"Additional file 1 of The impact of cardiovascular health and frailty on mortality for males and females across the life course","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Cardiovascular health; Table (database); Life table; Disease; Frailty Index; Mortality rate; Association (psychology)","score_opus":0.10221151008622063,"score_gpt":0.3640786311871102,"score_spread":0.26186712110088955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921173189","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026047261,0.0015515181,6.1407505e-8,0.00042538924,0.000011940389,0.00059750734,0.97125953,0.000008059269,0.00009870537],"genre_scores_gemma":[0.4221019,0.0000065876006,0.000029324636,0.00041753118,0.00008639665,0.00094105577,0.5761803,0.000015395224,0.00022154304],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991602,0.00007276434,0.00015575129,0.00015093455,0.00031621306,0.00014417619],"domain_scores_gemma":[0.9984221,0.00090959866,0.00013554617,0.00036190313,0.000083873136,0.00008697619],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000952176,0.000090492,0.00024994512,0.000010651879,0.00020673528,0.0000065046456,0.000102790764,0.000027959304,0.58307064],"category_scores_gemma":[0.002534945,0.00005282586,0.0002571086,0.00008022645,0.000053385753,0.00002246808,0.00013606883,0.00014205507,0.000003938802],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036172012,0.00005530821,0.00043660303,0.00029664612,0.0003798189,0.0000010571997,0.00029672103,0.00011584453,7.709585e-7,0.0000014240226,0.9972749,0.0011047338],"study_design_scores_gemma":[0.00056938786,0.00045692208,0.6215752,0.000978017,0.000040229308,0.000031672997,0.0005512227,0.00021656882,0.00001621334,0.000017276521,0.3754868,0.000060533996],"about_ca_topic_score_codex":0.00006501835,"about_ca_topic_score_gemma":0.000019358584,"teacher_disagreement_score":0.6217881,"about_ca_system_score_codex":0.00003018186,"about_ca_system_score_gemma":0.00037425687,"threshold_uncertainty_score":0.41731048},"labels":[],"label_agreement":null},{"id":"W6921183412","doi":"10.6084/m9.figshare.c.3726229_d5.v1","title":"Additional file 5: of An evaluation of the comparative effectiveness of geriatrician-led comprehensive geriatric assessment for improving patient and healthcare system outcomes for older adults: a protocol for a systematic review and network meta-analysis","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Authorization; Health care; Healthcare system; Systematic review; MEDLINE","score_opus":0.11154430089661484,"score_gpt":0.41291731212837873,"score_spread":0.3013730112317639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921183412","genre_codex":"dataset","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008027098,0.000576961,0.000027764521,0.0000338828,0.000008742795,0.27891374,0.72034675,0.0000063042517,0.0000056069584],"genre_scores_gemma":[0.037159514,2.6822443e-7,0.0028405783,0.000035502275,0.000022946595,0.8276648,0.13224953,0.000016942398,0.000009932828],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9976249,0.0005712721,0.00086826214,0.0003323869,0.00044447387,0.00015870377],"domain_scores_gemma":[0.98804235,0.005125749,0.002685794,0.00058239594,0.003501845,0.00006183838],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052594976,0.00021855556,0.0024952232,0.00008058186,0.00019046008,0.000019606425,0.00014741496,0.00007742808,0.012576347],"category_scores_gemma":[0.004077079,0.0001336696,0.0006642108,0.00016027188,0.000022623526,0.00010607679,0.00007378818,0.000056179746,2.556387e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023227355,0.00011689852,0.00002252629,0.9478815,0.009917298,1.137774e-7,0.00015073213,0.000053959713,0.000001731001,0.0000062497325,0.041452974,0.00016372933],"study_design_scores_gemma":[0.014812456,0.0035125166,0.1132585,0.5340882,0.2480716,0.000015617481,0.0012119953,0.08375136,0.00018364056,0.00005064773,0.00047600502,0.00056749035],"about_ca_topic_score_codex":0.000019426063,"about_ca_topic_score_gemma":0.000036566824,"teacher_disagreement_score":0.5880972,"about_ca_system_score_codex":0.000105065876,"about_ca_system_score_gemma":0.00026269958,"threshold_uncertainty_score":0.9883263},"labels":[],"label_agreement":null},{"id":"W6921193764","doi":"10.6084/m9.figshare.26592944.v1","title":"Additional file 3 of Study protocol for The GOAL Trial: comprehensive geriatric assessment for frail older people with chronic kidney disease to increase attainment of patient-identified goals—a cluster randomised controlled trial","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Kidney disease; Older people; Randomized controlled trial; Cluster (spacecraft); Protocol (science); Geriatrics","score_opus":0.02214138561414923,"score_gpt":0.32704102404149116,"score_spread":0.3048996384273419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921193764","genre_codex":"dataset","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002684935,0.00001021478,0.00001953172,0.00028015507,0.00008939197,0.43421382,0.56504834,0.000032067055,0.0000379719],"genre_scores_gemma":[0.0027374637,6.947483e-8,0.00027864845,0.00019766159,0.00048416166,0.6923599,0.30284306,0.000048453967,0.0010505487],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9971458,0.00021025325,0.0009667869,0.00052314164,0.0008199545,0.0003340701],"domain_scores_gemma":[0.986988,0.010875213,0.00045836644,0.0005228154,0.0007927394,0.0003628853],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016153911,0.00033718036,0.0009689811,0.00017391218,0.000117077456,0.00006912275,0.0002091597,0.0000785449,0.72092634],"category_scores_gemma":[0.0073135514,0.0002062831,0.0005495445,0.0003095071,0.000020828833,0.00009458652,0.00011595705,0.00015604035,0.0000535314],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.45607015,0.0010600332,8.540414e-7,0.0014860376,0.00049076584,0.0000050647777,0.00015533474,0.000035652127,0.0000041128474,3.9650058e-7,0.5403877,0.00030386774],"study_design_scores_gemma":[0.7012612,0.007895831,0.00048439996,0.003910216,0.0004983951,0.0000014656399,0.00014285208,0.002105678,0.000015393196,0.000003929771,0.28351012,0.00017052375],"about_ca_topic_score_codex":0.000013879951,"about_ca_topic_score_gemma":0.00003675601,"teacher_disagreement_score":0.72087276,"about_ca_system_score_codex":0.00025373936,"about_ca_system_score_gemma":0.0023593293,"threshold_uncertainty_score":0.8755532},"labels":[],"label_agreement":null},{"id":"W6921196035","doi":"10.6084/m9.figshare.24655821.v1","title":"Additional file 1 of Decreasing hospitalizations through geriatric hotlines: a prospective French multicenter study of people aged 75 and above","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Multicenter study; Prospective cohort study; MEDLINE; Cohort study","score_opus":0.02269011858607632,"score_gpt":0.27849560702168397,"score_spread":0.25580548843560763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921196035","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053164776,0.000033460008,4.7628453e-7,0.000028953253,0.000019684529,0.0009862578,0.94520897,0.00007447707,0.00048296052],"genre_scores_gemma":[0.3164931,0.0000020929572,0.00066683715,0.00002463431,0.00007703814,0.0009728515,0.6811457,0.000023771492,0.00059393776],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99906963,0.000027553073,0.0002598572,0.0002308197,0.00026960034,0.0001425651],"domain_scores_gemma":[0.99824077,0.00093298365,0.00016494952,0.00020137324,0.0003945843,0.00006534172],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000015241387,0.00011808242,0.00025345196,0.00011329711,0.000056963207,0.000010116937,0.00006509949,0.00005593981,0.8619601],"category_scores_gemma":[0.008771621,0.00011083205,0.000051278887,0.0007240978,0.000010743478,0.00011350591,0.00008610341,0.000090661495,0.0001827994],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001567985,0.00040248453,0.0051065767,0.00027738579,0.000070103546,0.000011599321,0.005581725,0.000005080481,0.000008218485,5.388121e-7,0.98846155,0.00005907351],"study_design_scores_gemma":[0.0017474619,0.000406122,0.9847349,0.0026647018,0.000050558818,0.000007021833,0.0027650804,0.00046078447,0.000054484197,0.000026916652,0.0069683567,0.0001136273],"about_ca_topic_score_codex":0.00007705688,"about_ca_topic_score_gemma":0.0001530683,"teacher_disagreement_score":0.9814932,"about_ca_system_score_codex":0.000029947889,"about_ca_system_score_gemma":0.000088541405,"threshold_uncertainty_score":0.99957794},"labels":[],"label_agreement":null},{"id":"W6921210676","doi":"10.6084/m9.figshare.26653356.v1","title":"Additional file 1 of “I can’t imagine having to do it on your own”: a qualitative study on postoperative transitions in care from the perspectives of older adults with frailty","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Queen's University","funders":"","keywords":"Qualitative research; MEDLINE; Telecare; Qualitative analysis; Perspective (graphical); Exploratory research","score_opus":0.035175051836668865,"score_gpt":0.33860370656807964,"score_spread":0.3034286547314108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921210676","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030680196,0.00013529354,6.846012e-7,0.003972964,0.000012683829,0.0012836743,0.96261215,0.000028985109,0.0012733961],"genre_scores_gemma":[0.63242954,2.0167388e-7,0.00013205987,0.00029286207,0.000050393952,0.0011199196,0.36573544,0.000022561724,0.00021698626],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9985528,0.00015906966,0.00024193146,0.00042549812,0.00046029608,0.00016037661],"domain_scores_gemma":[0.9970047,0.0020970795,0.000057278496,0.00029235287,0.0004766613,0.00007194579],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000031107676,0.0002057039,0.0002961167,0.00014988442,0.00005111062,0.000020287644,0.00012420028,0.00004912769,0.79323596],"category_scores_gemma":[0.0016934661,0.00013558418,0.00008068042,0.00041108884,0.000032501142,0.00007630588,0.00002822463,0.00036161632,0.00020446023],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017276237,0.00025746544,0.0000047883705,0.000065190114,0.000074393494,0.00004471145,0.48376688,0.00001800312,0.000009243053,0.0000026582238,0.51516163,0.0004223059],"study_design_scores_gemma":[0.0012746202,0.0019035257,0.041531097,0.044811986,0.00003645654,0.0000052307782,0.9040122,0.000046588902,0.00018891986,0.000004348298,0.0060179867,0.00016705527],"about_ca_topic_score_codex":0.00027824086,"about_ca_topic_score_gemma":0.002105468,"teacher_disagreement_score":0.7930315,"about_ca_system_score_codex":0.00017932696,"about_ca_system_score_gemma":0.00026394473,"threshold_uncertainty_score":0.55289626},"labels":[],"label_agreement":null},{"id":"W6921214562","doi":"10.6084/m9.figshare.5829903.v1","title":"Additional file 1: of Frail-VIG index: a concise frailty evaluation tool for rapid geriatric assessment","year":2018,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Frailty Index; Index (typography); Weighting; Geriatrics; Health assessment","score_opus":0.06802926762647817,"score_gpt":0.3467209043172234,"score_spread":0.27869163669074526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921214562","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001485974,0.000039585702,0.000017338842,0.00015071785,0.00007950865,0.0015225277,0.987844,0.000058329268,0.010139388],"genre_scores_gemma":[0.0169875,4.6048055e-7,0.004056077,0.0004070896,0.000960181,0.005881208,0.9693785,0.000031576685,0.0022974645],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998345,0.000046710167,0.00035612803,0.00031258003,0.00069605885,0.0002435051],"domain_scores_gemma":[0.9961878,0.0015796943,0.00025655405,0.00037289137,0.001501863,0.00010117238],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010383237,0.00016520591,0.00027296154,0.00012407734,0.000080009086,0.000018113376,0.00013153945,0.00016588581,0.9981062],"category_scores_gemma":[0.011149042,0.00015871186,0.00015206801,0.00024989998,0.00002655652,0.00013238439,0.000061010796,0.00014102538,0.0018593275],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000061773295,0.00009328326,0.000012505593,0.0002159353,0.00004991269,0.0000017859008,0.000045177476,0.0000015898538,0.0000412477,0.0000019336444,0.9710754,0.02839944],"study_design_scores_gemma":[0.0020406665,0.00063440594,0.04317316,0.0022030876,0.000054111177,0.000013924401,0.000025544561,0.006082185,0.0003202689,0.00008164445,0.94520134,0.00016967316],"about_ca_topic_score_codex":0.0000027479084,"about_ca_topic_score_gemma":0.000008525487,"teacher_disagreement_score":0.9962469,"about_ca_system_score_codex":0.00017490119,"about_ca_system_score_gemma":0.0009902525,"threshold_uncertainty_score":0.9989178},"labels":[],"label_agreement":null},{"id":"W6921843187","doi":"10.12114/j.issn.1007-9572.2022.0521","title":"Prevalence of Frailty in Elderly Patients with Comorbidity: a Meta-analysis","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Comorbidity; Population; Quality of life (healthcare); MEDLINE; Risk factor; Cochrane Library; Health care","score_opus":0.3775162034072413,"score_gpt":0.5460658845734973,"score_spread":0.16854968116625596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6921843187","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99165285,0.004910013,0.00009884271,0.00046064885,0.00012390783,0.0010676313,0.00025729835,0.000050023693,0.0013787915],"genre_scores_gemma":[0.995119,0.0025587957,0.00033534656,0.00019466846,0.000034140943,0.00008588482,0.00005863981,0.000054689815,0.001558847],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9955295,0.00034987298,0.0013359296,0.0006158248,0.0016930689,0.00047584722],"domain_scores_gemma":[0.9961792,0.00057360355,0.0011307269,0.0010483902,0.0007632987,0.00030474982],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014896719,0.000393134,0.0023821704,0.0023606617,0.00008360996,0.0002060665,0.0017942672,0.00013524317,0.014521286],"category_scores_gemma":[0.00070059084,0.00029434945,0.0007562618,0.0054621613,0.0002165202,0.0012730388,0.00062469335,0.0005326557,0.000028981342],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038021503,0.0006318766,0.96229386,0.0004957643,0.021701574,0.00008504612,0.0003036344,0.00042791213,0.0013746079,0.000005975401,0.009756345,0.002543164],"study_design_scores_gemma":[0.001584259,0.000080208425,0.96326786,0.00026711568,0.03015803,0.0000038858193,0.000048667476,0.0001216384,0.0033027912,0.00033942406,0.000536939,0.00028919085],"about_ca_topic_score_codex":0.0019814472,"about_ca_topic_score_gemma":0.0004720568,"teacher_disagreement_score":0.014492304,"about_ca_system_score_codex":0.00009917084,"about_ca_system_score_gemma":0.0001893947,"threshold_uncertainty_score":0.9999509},"labels":[],"label_agreement":null},{"id":"W6923467041","doi":"10.1371/journal.pone.0280050.s006","title":"Prevalence of chronic conditions among adults aged 80+ years during first acute care hospitalizations with a confirmed or suspected COVID-19 diagnosis in Canada by period of admission.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Acute care; Period (music); Epidemiology; MEDLINE; Incidence (geometry)","score_opus":0.013011999845390044,"score_gpt":0.26352355030384655,"score_spread":0.2505115504584565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923467041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7487005,0.00029607446,1.2923228e-7,0.00034192286,0.00002170767,0.0009844021,0.24956027,0.00006926768,0.000025746078],"genre_scores_gemma":[0.93581223,0.00007460422,0.000009153165,0.000036874007,0.000016698708,0.00087875704,0.06266881,0.00003504261,0.00046779914],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985895,0.000035684996,0.0003520472,0.00031921794,0.0004037747,0.000299765],"domain_scores_gemma":[0.99865377,0.00024674114,0.000198222,0.00036644156,0.00023161955,0.00030319975],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001609482,0.00017386084,0.00032600807,0.00016773031,0.00009041141,0.000008483321,0.00018947272,0.0000811386,0.055919003],"category_scores_gemma":[0.0022506067,0.00015739039,0.000046810255,0.0009615414,0.000043548516,0.000092746515,0.000072708215,0.00016439443,0.000016835484],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024318893,0.00014215987,0.5274492,0.015766842,0.00018686557,0.0012498853,0.007877996,0.0009409477,0.00016189065,5.211603e-7,0.44593507,0.000045448603],"study_design_scores_gemma":[0.0036034947,0.00032268878,0.9750713,0.01514733,0.00008060749,0.000019584179,0.0022914216,0.00026892577,0.0021374146,2.4962645e-7,0.00086055865,0.00019643274],"about_ca_topic_score_codex":0.110971056,"about_ca_topic_score_gemma":0.7851315,"teacher_disagreement_score":0.6741605,"about_ca_system_score_codex":0.0009726419,"about_ca_system_score_gemma":0.0036518413,"threshold_uncertainty_score":0.944944},"labels":[],"label_agreement":null},{"id":"W6923564679","doi":"10.1371/journal.pone.0235774.s001","title":"Chronic condition classification based on different methods (step one).","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pattern recognition (psychology); Identification (biology); Principal component analysis; Feature (linguistics); Feature selection","score_opus":0.15497375523062495,"score_gpt":0.376128579009831,"score_spread":0.22115482377920603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923564679","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0064409603,0.0023391112,0.018592114,0.24044436,0.0010514221,0.011902696,0.60136783,0.00441715,0.113444366],"genre_scores_gemma":[0.753231,0.0000021746905,0.0024881745,0.005136746,0.00075974077,0.00034766202,0.2376778,0.00004477001,0.00031196827],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900496,0.000090349145,0.00017969511,0.0002957528,0.00025994168,0.0001693225],"domain_scores_gemma":[0.99912477,0.00021587568,0.000084743326,0.00029761746,0.0000873102,0.00018971288],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000028939548,0.00014064249,0.00020224073,0.0000486543,0.00004207623,0.00002015391,0.00009423085,0.000107128115,0.17530641],"category_scores_gemma":[0.0014150342,0.00012677636,0.00008468987,0.00013801167,0.0000066159087,0.000045662357,0.000023146858,0.00024292334,0.0033653108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001233847,0.00019114115,0.00011806489,0.001550382,0.000050356495,0.00002120689,0.00013097169,0.00006335718,0.01973368,0.000053631968,0.866538,0.11142584],"study_design_scores_gemma":[0.0047802697,0.0023071507,0.16431268,0.0064975275,0.000121840894,0.0000071608547,0.00004946964,0.28533205,0.073847905,0.00002812181,0.46224996,0.0004658728],"about_ca_topic_score_codex":0.0000011205906,"about_ca_topic_score_gemma":0.000002319401,"teacher_disagreement_score":0.74679,"about_ca_system_score_codex":0.00020701934,"about_ca_system_score_gemma":0.00009309801,"threshold_uncertainty_score":0.99741066},"labels":[],"label_agreement":null},{"id":"W6923776726","doi":"10.14288/1.0136400","title":"George Street, Vancouver Institute speaker","year":2003,"lang":"en","type":"other","venue":"cIRcle (University of British Columbia)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"George (robot); Exposition (narrative); Feature (linguistics); White (mutation)","score_opus":0.008934343264951893,"score_gpt":0.18823419999917151,"score_spread":0.1792998567342196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923776726","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020471206,0.0008625904,0.00027442377,0.00008464453,0.0021374654,0.00092534185,0.0008564346,0.0003631843,0.9740247],"genre_scores_gemma":[0.022799283,0.0005311428,0.0014704738,0.00017608731,0.00017291658,5.6710417e-7,0.00012681473,0.00025556437,0.97446716],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833834,0.000037576217,0.000162594,0.00062091753,0.00046304354,0.00037753198],"domain_scores_gemma":[0.99866354,0.000012621585,0.00024491778,0.00067587174,0.00013901522,0.00026405696],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008132187,0.00012059985,0.0007089924,0.00013738738,0.00008287974,0.00002725063,0.00029651588,0.00051252526,0.006283582],"category_scores_gemma":[0.00003557428,0.0004595528,0.0002601427,0.00029358632,0.00051703135,0.0001455037,0.00011611373,0.00036879664,0.0002981053],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000072041335,0.0001824287,0.0042357724,0.00038514636,0.00021425418,0.0013708444,0.000026505295,3.2670144e-7,0.00000662023,0.0000010977128,0.86231065,0.13125913],"study_design_scores_gemma":[0.0026792537,0.00007411788,0.21516126,0.0015676861,0.0002708771,0.0001146668,0.00027329056,0.0000041283306,2.451014e-7,0.000024054762,0.77946717,0.00036328123],"about_ca_topic_score_codex":0.35777357,"about_ca_topic_score_gemma":0.9591648,"teacher_disagreement_score":0.60139126,"about_ca_system_score_codex":0.00015964972,"about_ca_system_score_gemma":0.00026597254,"threshold_uncertainty_score":0.9997856},"labels":[],"label_agreement":null},{"id":"W6927162111","doi":"10.25905/5c414a6404a32","title":"Identification and management of frailty in the primary care setting","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Primary care; Identification (biology); Primary health care; Association (psychology); MEDLINE","score_opus":0.028435625270281577,"score_gpt":0.281827048492268,"score_spread":0.2533914232219864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6927162111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85994154,0.0037763263,0.0000015850784,0.0022657507,0.00012259932,0.0042551626,0.044566434,0.000081305356,0.08498932],"genre_scores_gemma":[0.97394276,0.000009459156,0.00009710111,0.00024996273,0.00001847292,0.00006706357,0.024952846,0.000007372517,0.00065497024],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9995085,0.000015854863,0.00012424284,0.000117868956,0.00015932275,0.00007420392],"domain_scores_gemma":[0.9996084,0.000043613632,0.000050328254,0.00024281074,0.00004130643,0.000013521796],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004540384,0.000048601763,0.00007679385,0.000032183092,0.000011704998,0.000009286165,0.000077852375,0.000029854387,0.0040410017],"category_scores_gemma":[0.000043347387,0.00003656676,0.000018440123,0.00008692876,0.0000031753132,0.000045888042,0.00004895042,0.00007334579,0.00023633194],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012705155,0.00027706305,0.08053036,0.08200915,0.00017859896,0.00019391072,0.028303403,0.000040667197,0.0059695533,0.00018518722,0.4907165,0.31146857],"study_design_scores_gemma":[0.0006721583,0.00003410367,0.9744191,0.005189859,0.000014717849,0.000009239206,0.0019236869,0.00005146056,0.0008360767,0.000009869135,0.016785063,0.000054668395],"about_ca_topic_score_codex":0.0000034052414,"about_ca_topic_score_gemma":0.0000042278275,"teacher_disagreement_score":0.8938887,"about_ca_system_score_codex":0.000029360686,"about_ca_system_score_gemma":0.000011532079,"threshold_uncertainty_score":0.99686944},"labels":[],"label_agreement":null},{"id":"W6927301886","doi":"10.25905/13295444","title":"Feasibility and acceptability of commonly used screening instruments to identify frailty among community-dwelling older people","year":2020,"lang":"en","type":"article","venue":"Torrens University","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Older people; Psychological intervention; Context (archaeology); Scale (ratio); Usability; Test (biology); Rating scale","score_opus":0.07282807016149646,"score_gpt":0.30805730288003963,"score_spread":0.23522923271854318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6927301886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99477756,0.0000134828915,0.0023613889,0.0010108429,0.00007397519,0.0006818055,0.00009482815,0.00011611908,0.0008699681],"genre_scores_gemma":[0.9974481,0.0000062264826,0.0021722335,0.00020281631,0.00002757083,4.0900292e-7,0.000043371256,0.000015348078,0.00008395394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984604,0.00032353078,0.0002675007,0.00035288453,0.00033068983,0.00026500254],"domain_scores_gemma":[0.9983872,0.00020079443,0.00012655038,0.0006188937,0.00017191155,0.000494606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035939214,0.00019749698,0.0005035454,0.000106540334,0.00028954778,0.0000190936,0.00031818813,0.00012545985,0.00036715547],"category_scores_gemma":[0.0003299708,0.00022895746,0.000115754716,0.00050994114,0.0002364351,0.00023494588,0.0005910516,0.0006085609,0.0000109711455],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029399418,0.0001640013,0.98057616,0.00023474953,0.00006043687,0.000008163746,0.013512525,0.000028519968,0.00054122775,0.000010368829,0.00031628614,0.004253575],"study_design_scores_gemma":[0.0024513197,0.00022283978,0.9868493,0.000086839595,0.00011764461,0.000003332512,0.0076417164,0.0007556785,0.0012575332,0.000008356409,0.00043056827,0.00017487339],"about_ca_topic_score_codex":0.0040290398,"about_ca_topic_score_gemma":0.002272542,"teacher_disagreement_score":0.0062731463,"about_ca_system_score_codex":0.0001610156,"about_ca_system_score_gemma":0.00006226779,"threshold_uncertainty_score":0.9336614},"labels":[],"label_agreement":null},{"id":"W6931412384","doi":"10.5281/zenodo.6523390","title":"PROBIC/mSWEEP: mSWEEP-v1.6.1 (5 May 2022)","year":2022,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Probity Medical Research","funders":"","keywords":"Dependency (UML); Process (computing); Identification (biology); Frame (networking); Work (physics)","score_opus":0.030218263549255588,"score_gpt":0.2637569636250406,"score_spread":0.233538700075785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931412384","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007198904,0.00066012656,0.00021191892,0.0026987996,0.00038532805,0.0017812714,0.000914301,0.0029886495,0.9902876],"genre_scores_gemma":[0.0013977991,0.00044177365,0.0005051283,0.00067212683,0.0009022386,4.1670637e-7,0.014132224,0.02086024,0.96108806],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99645257,0.00042953782,0.00041476043,0.00094669015,0.0010793518,0.0006770619],"domain_scores_gemma":[0.99760896,0.000026237421,0.0002729848,0.0013645621,0.00032705013,0.00040019414],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005698203,0.0004152192,0.0005040085,0.0008179406,0.0013014867,0.00035658255,0.0013218969,0.0002621582,0.5989943],"category_scores_gemma":[0.0008357509,0.00044288216,0.00016245198,0.0009297072,0.0002686161,0.00009711662,0.0022147754,0.0011467559,0.04664895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008244005,0.00024556776,0.0000048244137,0.00041549187,0.00019730821,0.0001630789,0.00039153785,0.0000029599933,0.00044105752,0.00066252914,0.95236486,0.045028348],"study_design_scores_gemma":[0.0014120566,0.0005840727,0.000104233215,0.00021722252,0.00010258691,0.0005809082,0.00023558545,0.000033266315,0.000061398634,0.00003310821,0.99622315,0.00041238058],"about_ca_topic_score_codex":0.00008600325,"about_ca_topic_score_gemma":0.0000023121502,"teacher_disagreement_score":0.55234534,"about_ca_system_score_codex":0.00051459146,"about_ca_system_score_gemma":0.000020514739,"threshold_uncertainty_score":0.9999987},"labels":[],"label_agreement":null},{"id":"W6931528197","doi":"10.5281/zenodo.8127236","title":"Dynamical friction on galactic bars in the slow nonlinear regime","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Institute for Theoretical Astrophysics","funders":"","keywords":"Nonlinear system; Bar (unit); Dynamical friction; Nonlinear dynamical systems; Bifurcation; Work (physics)","score_opus":0.040196879980934484,"score_gpt":0.2801595936083107,"score_spread":0.23996271362737623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931528197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6252148,0.000043202686,0.00052705983,0.05045825,0.00044762145,0.0021953927,0.00016873925,0.0031108472,0.31783405],"genre_scores_gemma":[0.9927047,0.00008285526,0.00014596115,0.00080907566,0.00024118312,1.2074017e-7,0.0016496545,0.0009130232,0.003453431],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998215,0.0003243638,0.00021839316,0.00034040524,0.00055255275,0.00034925094],"domain_scores_gemma":[0.99900025,0.0000829664,0.00005149037,0.0005316148,0.00019623662,0.00013743651],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00080378377,0.00012225426,0.00013703175,0.00035272233,0.0006712337,0.00020826583,0.00047650383,0.000074920375,0.002878631],"category_scores_gemma":[0.0019496345,0.00010050678,0.000053045416,0.001298151,0.000101975944,0.00011687083,0.00026246213,0.0005065556,0.021296747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062181655,0.0008063409,0.00010436526,0.00020320046,0.00007912924,0.0004688636,0.0049499976,0.00038824376,0.005216181,0.003415666,0.87333125,0.110414974],"study_design_scores_gemma":[0.0014155586,0.00076496537,0.026039338,0.00011978287,0.00002373214,0.0003428248,0.0009290328,0.010961319,0.00018055977,0.00013612944,0.95892996,0.00015677862],"about_ca_topic_score_codex":0.00001804204,"about_ca_topic_score_gemma":5.998074e-7,"teacher_disagreement_score":0.36748984,"about_ca_system_score_codex":0.00019950925,"about_ca_system_score_gemma":0.000005783537,"threshold_uncertainty_score":0.99803287},"labels":[],"label_agreement":null},{"id":"W6931727843","doi":"10.5281/zenodo.7252774","title":"Crambus melanoneurus Hampson 1919","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Table (database); Natural (archaeology); Field (mathematics)","score_opus":0.03759678444754779,"score_gpt":0.25964355936430067,"score_spread":0.22204677491675287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931727843","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26890567,0.00048562032,0.0018524395,0.016594239,0.00080012495,0.0022217121,0.0008145151,0.0041787843,0.70414686],"genre_scores_gemma":[0.98145866,0.000044507913,0.00037931663,0.0009494172,0.00021503006,1.4760485e-7,0.0023980364,0.0018242437,0.0127306385],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99790776,0.00031241754,0.00024513947,0.00043540922,0.0006962204,0.0004030743],"domain_scores_gemma":[0.99874145,0.000025420002,0.000082511244,0.0006084731,0.00030636025,0.00023580916],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005405983,0.00014237192,0.0001851572,0.00025715717,0.0024793567,0.00021877291,0.00064533344,0.00004029846,0.060580976],"category_scores_gemma":[0.00058031146,0.00015762381,0.00007426556,0.000659712,0.0001140899,0.00012013483,0.0015172509,0.00054038037,0.007967169],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003747887,0.0005321881,0.000038758437,0.00011354196,0.000098987,0.0002950736,0.0021749353,0.0001431328,0.014008365,0.002101217,0.81200963,0.16810939],"study_design_scores_gemma":[0.0012220836,0.0007768304,0.0017231203,0.000017326945,0.000027530297,0.0012986383,0.00047491534,0.00039235954,0.0005446967,0.00009138662,0.9932731,0.0001580084],"about_ca_topic_score_codex":0.0000290986,"about_ca_topic_score_gemma":1.9124525e-7,"teacher_disagreement_score":0.71255296,"about_ca_system_score_codex":0.0003040726,"about_ca_system_score_gemma":0.0000075703238,"threshold_uncertainty_score":0.9988193},"labels":[],"label_agreement":null},{"id":"W6931780916","doi":"10.5683/sp3/envxxi","title":"Travel Survey of Residents of Canada, 2009: Trip File, September","year":2023,"lang":"en","type":"dataset","venue":"Borealis","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"TRIPS architecture; Accommodation; Tourism; Destinations; Payment; Travel survey; Travel behavior; Kilometer; Survey data collection","score_opus":0.03471467403944418,"score_gpt":0.29292415660016785,"score_spread":0.2582094825607237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931780916","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000041650434,0.00015703024,4.635155e-7,0.00014050792,0.00033043872,0.0004284486,0.9971217,0.000015240345,0.0017645545],"genre_scores_gemma":[0.000026027777,0.00014153583,0.000023939425,0.00015527633,0.00010995834,0.000025521198,0.98559994,0.00005282149,0.013864998],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9971369,0.00015912394,0.0008671086,0.00036993917,0.0010936968,0.00037323782],"domain_scores_gemma":[0.9968553,0.0006731188,0.00050588057,0.0012353162,0.0005032847,0.00022705857],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004789942,0.00031597356,0.0010799279,0.00023805449,0.000028535656,0.000005274458,0.0003904204,0.00037343297,0.0012231169],"category_scores_gemma":[0.002672547,0.0002958411,0.00012938397,0.0004485644,0.000118010554,0.000025132815,0.00009337973,0.00036873636,0.00003454166],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013958484,0.000076901604,0.00037026132,0.0009272135,0.00025703863,0.00019406714,0.000013100824,0.000001579503,0.000004680699,2.8975788e-7,0.9979,0.00011526091],"study_design_scores_gemma":[0.00077119155,0.00008993384,0.67051417,0.0007222332,0.00015796571,0.0000128338925,0.000015933403,0.0000026916996,0.00011585419,0.0000029305509,0.32743958,0.00015470684],"about_ca_topic_score_codex":0.999527,"about_ca_topic_score_gemma":0.9987404,"teacher_disagreement_score":0.67046046,"about_ca_system_score_codex":0.00016012893,"about_ca_system_score_gemma":0.0023047742,"threshold_uncertainty_score":0.9999494},"labels":[],"label_agreement":null},{"id":"W6931816687","doi":"10.5683/sp2/vfhw2x","title":"Data from: Mechanisms of thermal adaptation and evolutionary potential of conspecific populations to changing environments","year":2021,"lang":"en","type":"dataset","venue":"Borealis","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Adaptation (eye); Trout; Population; Natural selection; Climate change; Evolutionary physiology; Extinction (optical mineralogy); Local adaptation; Temperate climate; Ectotherm","score_opus":0.06850200759458959,"score_gpt":0.28979833466218385,"score_spread":0.22129632706759428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6931816687","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00056750776,0.00042283023,0.0044787363,0.00026747587,0.00016533099,0.00037248465,0.993694,0.0000076572405,0.000023948265],"genre_scores_gemma":[0.0029979418,0.00016396811,0.009298101,0.00008240224,0.00015467228,0.000013050262,0.98721594,0.000019183904,0.000054748318],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985603,0.00005633324,0.00039393603,0.00038602512,0.00044976178,0.00015364456],"domain_scores_gemma":[0.9984607,0.00004528763,0.00022643364,0.0011226466,0.000048361348,0.000096540905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00010336683,0.00016927811,0.0003870346,0.0002119106,0.000043063712,0.0000067530027,0.0002111471,0.00017319318,0.00032201599],"category_scores_gemma":[0.00012857215,0.00017638742,0.0000451485,0.00011761262,0.00006732994,0.00007830494,0.00036282852,0.00013100603,0.000005180361],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006662787,0.00012289813,0.00001724731,0.000097437,0.00013156487,0.00003782538,0.00008431479,0.000081453494,0.003314676,0.000037449845,0.995432,0.0005764794],"study_design_scores_gemma":[0.0026452253,0.00037141365,0.0559746,0.0017351481,0.0020618453,0.0000762699,0.0014345468,0.002496947,0.001496695,0.0007375281,0.9303893,0.0005804898],"about_ca_topic_score_codex":0.011130771,"about_ca_topic_score_gemma":0.0017558427,"teacher_disagreement_score":0.065042734,"about_ca_system_score_codex":0.000046068864,"about_ca_system_score_gemma":0.00008338618,"threshold_uncertainty_score":0.9954542},"labels":[],"label_agreement":null},{"id":"W6935927263","doi":"10.57700/cgj.22.369","title":"Highlights of the Canadian Frailty Network (CFN) Highly Qualified Personnel Poster Session","year":2019,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Session (web analytics); MEDLINE; Training (meteorology); Telemedicine; Affect (linguistics)","score_opus":0.022086854409259823,"score_gpt":0.23128237834536444,"score_spread":0.20919552393610463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6935927263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9416202,0.00029771758,0.0000043794207,0.017219316,0.0035434957,0.001516923,0.000048775808,0.00008941934,0.03565983],"genre_scores_gemma":[0.9694157,0.000052593547,0.000121423946,0.0025781237,0.0006755523,0.000019974183,0.000040632156,0.00008088159,0.027015094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966321,0.0002648849,0.00048672158,0.0005055413,0.0006651236,0.0014456449],"domain_scores_gemma":[0.99753463,0.00009628622,0.00021118118,0.0011051719,0.00020962715,0.0008430868],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003670716,0.00031969586,0.00045404796,0.00010024404,0.00018969255,0.00004637146,0.000488699,0.00018785094,0.00054177904],"category_scores_gemma":[0.00025176868,0.00021116546,0.00019372029,0.00061390473,0.00012833657,0.00013528834,0.0001233691,0.00049140176,0.00039892644],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009013825,0.00044604452,0.72079575,0.00066012255,0.00054773915,0.0003137719,0.036968205,0.0003050253,0.008272264,0.0046034437,0.21852493,0.007661302],"study_design_scores_gemma":[0.001920117,0.000103807724,0.71063405,0.0004001822,0.0001019325,0.000048320602,0.00015031378,0.0000436572,0.005607533,0.000025899533,0.28068244,0.0002817661],"about_ca_topic_score_codex":0.014037953,"about_ca_topic_score_gemma":0.030174317,"teacher_disagreement_score":0.06215751,"about_ca_system_score_codex":0.00036902507,"about_ca_system_score_gemma":0.0005891781,"threshold_uncertainty_score":0.99252766},"labels":[],"label_agreement":null},{"id":"W6939152183","doi":"10.6084/m9.figshare.13487341.v1","title":"Additional file 1 of Clinical outcomes in patients with atrial fibrillation and frailty: insights from the ENGAGE AF-TIMI 48 trial","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Atrial fibrillation; Edoxaban; Table (database); Warfarin; Life table; Baseline (sea)","score_opus":0.08584006548661705,"score_gpt":0.31131434803055014,"score_spread":0.2254742825439331,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939152183","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048787598,0.000020386762,9.6698784e-8,0.0004997213,0.000053281117,0.0007925799,0.9495188,0.000022864506,0.000304691],"genre_scores_gemma":[0.11931862,5.970062e-7,0.00029122323,0.0005041952,0.0010566247,0.000041756935,0.8786955,0.000016298049,0.00007522544],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99875104,0.0001220935,0.00042756746,0.00024329817,0.00035740226,0.00009857402],"domain_scores_gemma":[0.99328756,0.006125251,0.00020647861,0.00017421998,0.00010480815,0.000101654085],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002285043,0.00012138972,0.00037426664,0.000023181112,0.000037322086,0.00001296403,0.00007862403,0.00012636984,0.8639498],"category_scores_gemma":[0.021644488,0.0000761043,0.00012187952,0.00011664397,0.000021811355,0.00009315609,0.00007003511,0.00028546483,0.00032218068],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0050835945,0.000029765853,0.010954243,0.00001946599,0.00006447399,0.0000043695422,0.00021551413,0.0000032172848,8.419672e-8,3.1864423e-7,0.9813865,0.0022384604],"study_design_scores_gemma":[0.029591935,0.0006035684,0.6330588,0.00079544564,0.000021610216,2.0667822e-7,0.00002342915,0.00017260865,0.000001639889,0.000009492426,0.33564252,0.000078786805],"about_ca_topic_score_codex":0.000012441102,"about_ca_topic_score_gemma":0.00004111212,"teacher_disagreement_score":0.8636276,"about_ca_system_score_codex":0.000012757105,"about_ca_system_score_gemma":0.00013166685,"threshold_uncertainty_score":0.98659664},"labels":[],"label_agreement":null},{"id":"W6939229182","doi":"10.6084/m9.figshare.11321372","title":"MOESM1 of Development of the Health Awareness and Behaviour Tool (HABiT): reliability and suitability for a Canadian older adult population","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Population; Habit; Population health; Population ageing","score_opus":0.024223263454861588,"score_gpt":0.2910137858508608,"score_spread":0.2667905223959992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939229182","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9648387,0.00007025158,8.46702e-7,0.0007871293,0.000039298946,0.0017497182,0.032483693,0.000008815144,0.000021579011],"genre_scores_gemma":[0.990875,6.3961113e-7,0.0005992457,0.00014632514,0.000010051843,0.00010701546,0.008169835,0.0000108141685,0.000081074584],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99907136,0.000030814706,0.00033461046,0.00022812713,0.0001577561,0.00017731942],"domain_scores_gemma":[0.99900943,0.00010036112,0.00013468675,0.0003324653,0.0003044177,0.00011861919],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015089488,0.000096111544,0.0002511318,0.00003915691,0.00007520052,0.0000050433932,0.000064018765,0.00008018616,0.0015371159],"category_scores_gemma":[0.0010827373,0.00007263478,0.0000378139,0.000082554085,0.000013079085,0.000053910502,0.000047793317,0.000076352655,0.0000027336591],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029904848,0.00004432458,0.98687303,0.0028525589,0.00000865942,1.17114745e-7,0.0011817652,0.000002343743,0.000017725786,0.0000052781847,0.003339995,0.0056442744],"study_design_scores_gemma":[0.00077088695,0.00008321525,0.9957973,0.0016821956,0.000009331329,0.0000033587535,0.000105551,0.00013935007,0.0006053442,0.000019692045,0.0007142796,0.00006952804],"about_ca_topic_score_codex":0.020344717,"about_ca_topic_score_gemma":0.07634505,"teacher_disagreement_score":0.056000333,"about_ca_system_score_codex":0.00017173991,"about_ca_system_score_gemma":0.0008070085,"threshold_uncertainty_score":0.99937564},"labels":[],"label_agreement":null},{"id":"W6939328969","doi":"10.6084/m9.figshare.21384313","title":"Additional file 1 of International depiction of the cost of functional independence limitations among older adults living in the community: a systematic review and cost-of-impairment study","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Independence (probability theory); Table (database); Depiction; Checklist; Standard deviation; Quality (philosophy); Standard of living","score_opus":0.05069440335865365,"score_gpt":0.27453461462206635,"score_spread":0.2238402112634127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939328969","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0072926003,0.00038059414,0.0000010278566,0.00014594794,0.00003622517,0.0039377576,0.9878188,0.0000064091264,0.00038064766],"genre_scores_gemma":[0.8765782,0.000009291048,0.000017637845,0.0001420948,0.000009719947,0.005029515,0.11809718,0.0000068918116,0.000109436725],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9980627,0.00053422793,0.00052400486,0.000094242605,0.0007179915,0.000066833454],"domain_scores_gemma":[0.9945598,0.0041763736,0.00054812507,0.0003118408,0.00038454586,0.000019264302],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031928704,0.00008110219,0.00028385254,0.000092447124,0.00009141069,0.0000039146016,0.00025497217,0.000025394645,0.48779023],"category_scores_gemma":[0.008686848,0.00005744109,0.00007398459,0.00031234528,0.000030288473,0.000075103584,0.0002296233,0.00034474418,0.0000043949785],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003259454,0.0019617006,0.004914766,0.05061079,0.00018731509,0.0000025569016,0.0073711695,0.00013592238,0.0000024790809,0.000003832393,0.9345108,0.00026603087],"study_design_scores_gemma":[0.00051832077,0.000264666,0.80497044,0.18128344,0.00012369106,0.000041591615,0.011893416,0.0004693436,0.0000040609816,0.0000028386382,0.00037882163,0.00004936436],"about_ca_topic_score_codex":0.000053619748,"about_ca_topic_score_gemma":0.0003023816,"teacher_disagreement_score":0.93413204,"about_ca_system_score_codex":0.0000727287,"about_ca_system_score_gemma":0.00011783606,"threshold_uncertainty_score":0.9996634},"labels":[],"label_agreement":null},{"id":"W6939371231","doi":"10.6084/m9.figshare.21384319.v1","title":"Additional file 3 of International depiction of the cost of functional independence limitations among older adults living in the community: a systematic review and cost-of-impairment study","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Depiction; Independence (probability theory); Data collection","score_opus":0.04982186721644676,"score_gpt":0.2741263833846659,"score_spread":0.22430451616821911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939371231","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007368423,0.000383824,0.0000010370352,0.00014588374,0.000036675527,0.003952688,0.9877209,0.0000064261485,0.0003841293],"genre_scores_gemma":[0.8782403,0.000009412373,0.000017454866,0.00014202199,0.000009822378,0.0049464703,0.11651627,0.000006892656,0.00011138226],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99806285,0.00053376803,0.0005242168,0.000094206065,0.000718126,0.000066829125],"domain_scores_gemma":[0.9945902,0.0041432683,0.00054820365,0.00031142085,0.0003875935,0.000019262858],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031915703,0.00008109193,0.00028387862,0.00009241938,0.00009140363,0.0000039218307,0.00025482802,0.000025392705,0.48219508],"category_scores_gemma":[0.008684768,0.000057427933,0.00007398035,0.0003122411,0.00003029041,0.000075155534,0.00022947411,0.00034468086,0.0000044381623],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033498804,0.0020044418,0.0050301305,0.05251364,0.00019133545,0.0000026420532,0.007535359,0.000138983,0.0000025398801,0.000003895536,0.932268,0.00027554014],"study_design_scores_gemma":[0.00052568095,0.00026479253,0.80495924,0.18130887,0.00012290421,0.000041314077,0.01186376,0.00047083315,0.000004147339,0.0000028510442,0.00038614325,0.00004945503],"about_ca_topic_score_codex":0.000054166583,"about_ca_topic_score_gemma":0.00030422772,"teacher_disagreement_score":0.93188184,"about_ca_system_score_codex":0.00007298804,"about_ca_system_score_gemma":0.00011789463,"threshold_uncertainty_score":0.9996655},"labels":[],"label_agreement":null},{"id":"W6939446072","doi":"10.6084/m9.figshare.21384313.v1","title":"Additional file 1 of International depiction of the cost of functional independence limitations among older adults living in the community: a systematic review and cost-of-impairment study","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Independence (probability theory); Table (database); Depiction; Checklist; Standard deviation; Quality (philosophy); Standard of living","score_opus":0.05069440335865365,"score_gpt":0.27453461462206635,"score_spread":0.2238402112634127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939446072","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0072926003,0.00038059414,0.0000010278566,0.00014594794,0.00003622517,0.0039377576,0.9878188,0.0000064091264,0.00038064766],"genre_scores_gemma":[0.8765782,0.000009291048,0.000017637845,0.0001420948,0.000009719947,0.005029515,0.11809718,0.0000068918116,0.000109436725],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9980627,0.00053422793,0.00052400486,0.000094242605,0.0007179915,0.000066833454],"domain_scores_gemma":[0.9945598,0.0041763736,0.00054812507,0.0003118408,0.00038454586,0.000019264302],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031928704,0.00008110219,0.00028385254,0.000092447124,0.00009141069,0.0000039146016,0.00025497217,0.000025394645,0.48779023],"category_scores_gemma":[0.008686848,0.00005744109,0.00007398459,0.00031234528,0.000030288473,0.000075103584,0.0002296233,0.00034474418,0.0000043949785],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003259454,0.0019617006,0.004914766,0.05061079,0.00018731509,0.0000025569016,0.0073711695,0.00013592238,0.0000024790809,0.000003832393,0.9345108,0.00026603087],"study_design_scores_gemma":[0.00051832077,0.000264666,0.80497044,0.18128344,0.00012369106,0.000041591615,0.011893416,0.0004693436,0.0000040609816,0.0000028386382,0.00037882163,0.00004936436],"about_ca_topic_score_codex":0.000053619748,"about_ca_topic_score_gemma":0.0003023816,"teacher_disagreement_score":0.93413204,"about_ca_system_score_codex":0.0000727287,"about_ca_system_score_gemma":0.00011783606,"threshold_uncertainty_score":0.9996634},"labels":[],"label_agreement":null},{"id":"W6939471111","doi":"10.6084/m9.figshare.19607560.v1","title":"Additional file 2 of Evaluations of postoperative transitions in care for older adults: a scoping review","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; Queen's University","funders":"","keywords":"MEDLINE; Health care; Data collection; Patient care; Work (physics)","score_opus":0.046843041593056654,"score_gpt":0.35189652287621886,"score_spread":0.30505348128316223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939471111","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011604478,0.0040613716,6.708736e-7,0.000635993,0.000008490798,0.0024555442,0.992122,0.000011009352,0.0006933172],"genre_scores_gemma":[0.0019495788,0.0000074785216,0.00073621864,0.0006444343,0.00001596605,0.015814926,0.98068404,0.000012341819,0.00013501897],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9991571,0.00004895461,0.00029740584,0.00015027745,0.00024967093,0.00009661528],"domain_scores_gemma":[0.9986226,0.0005629344,0.000104930834,0.00014957243,0.0005286669,0.000031300984],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000024517927,0.00007306189,0.00024984192,0.00008741917,0.000064505235,0.0000013961939,0.00006641134,0.00002417844,0.99215835],"category_scores_gemma":[0.0030946545,0.0000776984,0.00011175475,0.00027919275,0.000007768419,0.00004930957,0.00002734241,0.00010861337,0.00003988391],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019154484,0.00008461534,3.8579654e-7,0.010183469,0.000011052779,0.0000021410015,0.0016141379,0.00002647656,0.0000045915763,0.0000012539622,0.9858623,0.0021903843],"study_design_scores_gemma":[0.0016608922,0.00040241965,0.0009988144,0.8765813,0.00004190073,0.0000242021,0.0025704573,0.00029035052,0.00011484544,0.0000044435333,0.11718765,0.00012271755],"about_ca_topic_score_codex":0.0000034540192,"about_ca_topic_score_gemma":0.00007669368,"teacher_disagreement_score":0.9921185,"about_ca_system_score_codex":0.00007916581,"about_ca_system_score_gemma":0.00053242577,"threshold_uncertainty_score":0.3704814},"labels":[],"label_agreement":null},{"id":"W6939516740","doi":"10.6084/m9.figshare.13532306","title":"Additional file 2 of Reshaping healthcare delivery for elderly patients: the role of community paramedicine; a systematic review","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Critical appraisal; Health care; Healthcare delivery; Systematic review; MEDLINE; Key (lock)","score_opus":0.05489821637384985,"score_gpt":0.30208790432590005,"score_spread":0.2471896879520502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939516740","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003061078,0.017560028,1.4340046e-7,0.0006314295,0.000011474629,0.0014443448,0.97985464,0.000016379696,0.00045096054],"genre_scores_gemma":[0.0042405864,0.000037386988,0.00016504269,0.003584928,0.000039904462,0.0023863197,0.98936373,0.000016573009,0.00016554477],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9986381,0.00024178588,0.0005392606,0.00009696612,0.00033980582,0.00014408841],"domain_scores_gemma":[0.9927677,0.004631441,0.00040035928,0.0005844213,0.001548287,0.00006780432],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008574486,0.00010930428,0.00055638835,0.000029242896,0.00009052257,0.000003982821,0.00017565707,0.00006327839,0.7757009],"category_scores_gemma":[0.03140219,0.000077899145,0.00017052132,0.00019756603,0.000020839849,0.000043174972,0.000076023134,0.00025702856,0.000088595494],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007620743,0.000073088304,0.0000016027185,0.25311968,0.00004547879,0.0000011502859,0.00014527181,1.07020824e-7,0.0000013347101,0.0000019667361,0.7459449,0.0006578129],"study_design_scores_gemma":[0.00037410675,0.0003455036,0.00034890373,0.8416193,0.000113370756,0.00002069666,0.0007990863,0.00004011473,0.00008607547,0.000046543923,0.15614139,0.00006492649],"about_ca_topic_score_codex":0.0000245602,"about_ca_topic_score_gemma":0.000046911005,"teacher_disagreement_score":0.7756123,"about_ca_system_score_codex":0.00004499189,"about_ca_system_score_gemma":0.00027964573,"threshold_uncertainty_score":0.9767567},"labels":[],"label_agreement":null},{"id":"W6939521829","doi":"10.6084/m9.figshare.14795390","title":"Additional file 1 of The association between preoperative modified frailty index and postoperative complications in Chinese elderly patients with hip fractures","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Frailty Index; Index (typography); Association (psychology); MEDLINE; Hip arthroplasty","score_opus":0.020628529768422887,"score_gpt":0.2697609100073174,"score_spread":0.2491323802388945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939521829","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.068335645,0.000013034542,4.914967e-7,0.0007728035,0.0000051796414,0.00044363405,0.9283367,0.00001144326,0.002081094],"genre_scores_gemma":[0.49130398,1.03149084e-7,0.00008295834,0.00026318253,0.000017566248,0.00029541043,0.50755763,0.0000067873702,0.00047235502],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991511,0.00006933254,0.00017050242,0.0001958857,0.00030173192,0.00011142233],"domain_scores_gemma":[0.99768025,0.001311204,0.00014538369,0.00018905778,0.0006261063,0.000047987283],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000011403755,0.000114386894,0.0001906936,0.000037144524,0.00007668277,0.000018886452,0.000068618996,0.000099705125,0.64765644],"category_scores_gemma":[0.005050566,0.000075097116,0.000033021563,0.0002683631,0.000014364676,0.00011129585,0.00006033397,0.0002608983,0.000041841857],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001599676,0.00010168356,0.106186375,0.000029459667,0.000061769846,0.0000012435883,0.00054837717,0.000023713466,0.000004132442,0.0000012501926,0.8924575,0.00056852476],"study_design_scores_gemma":[0.0009756467,0.000087050066,0.9778171,0.0015160629,0.000010407371,0.0000015062942,0.00004547717,0.00008140411,0.00008677707,0.000027952194,0.019270677,0.000079901496],"about_ca_topic_score_codex":0.000013619756,"about_ca_topic_score_gemma":0.0002323397,"teacher_disagreement_score":0.8731868,"about_ca_system_score_codex":0.00009998016,"about_ca_system_score_gemma":0.00021125897,"threshold_uncertainty_score":0.60463643},"labels":[],"label_agreement":null},{"id":"W6939524212","doi":"10.6084/m9.figshare.13152997","title":"Additional file 3 of Revisiting the hypothesis of syndromic frailty: a cross-sectional study of the structural validity of the frailty phenotype","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Centre Hospitalier de l’Université de Montréal; McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Montreal General Hospital; Jewish General Hospital","funders":"","keywords":"Structural variation; Phenotype; Identification (biology); Statistical analysis","score_opus":0.12668435373815334,"score_gpt":0.3053910997642182,"score_spread":0.17870674602606484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939524212","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24884255,0.000019573492,7.860127e-8,0.00023564618,0.000038508326,0.00055195484,0.7498532,0.000011507455,0.00044695212],"genre_scores_gemma":[0.9579015,2.0928682e-7,0.000116142706,0.0001602532,0.00026235598,0.000077966884,0.041253183,0.000022200185,0.00020623437],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99798864,0.00017340368,0.0006234601,0.00024068025,0.00081947644,0.0001543092],"domain_scores_gemma":[0.9953252,0.002758012,0.00077717187,0.0005960853,0.0004931616,0.000050365805],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007517646,0.00016548893,0.00038922095,0.000025542558,0.00012849271,0.000009875354,0.00059416366,0.0000944517,0.8512808],"category_scores_gemma":[0.015526771,0.00008986071,0.0003042098,0.00040512346,0.00011138265,0.000064109445,0.00032931412,0.00034704898,0.000048321657],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009922215,0.00009474805,0.012029516,0.00082999223,0.0002154548,0.0000019556762,0.0009656816,0.00016466161,0.00050296704,0.0000038386947,0.9842094,0.0008825162],"study_design_scores_gemma":[0.00064950617,0.00020967177,0.9844773,0.0019968678,0.000058218757,0.000019072964,0.0002790378,0.0003745114,0.0019040635,0.00004551851,0.009900695,0.000085544896],"about_ca_topic_score_codex":0.000036000154,"about_ca_topic_score_gemma":0.000014425303,"teacher_disagreement_score":0.9743087,"about_ca_system_score_codex":0.000037706006,"about_ca_system_score_gemma":0.0002487924,"threshold_uncertainty_score":0.99276584},"labels":[],"label_agreement":null},{"id":"W6939554622","doi":"10.6084/m9.figshare.26731609.v1","title":"Additional file 5 of Geriatric assessment with management for older patients with cancer receiving radiotherapy: a cluster-randomised controlled pilot study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cancer; Table (database); MEDLINE; Data collection; Line (geometry); Disease","score_opus":0.01557447961263166,"score_gpt":0.2821075453998592,"score_spread":0.2665330657872276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939554622","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004838808,0.000118437136,0.000037342645,0.00011864587,0.00004839296,0.009992422,0.9876035,0.0000834092,0.0015140111],"genre_scores_gemma":[0.03564506,0.0000034054567,0.0060283765,0.00025891032,0.00024131342,0.061812226,0.8880518,0.000100690246,0.007858203],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99858606,0.00004325919,0.0002981239,0.00036396555,0.00048815136,0.00022043902],"domain_scores_gemma":[0.9976297,0.0016272585,0.0001516456,0.00022937296,0.00028382338,0.00007819209],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000047242956,0.00021424187,0.00047509815,0.00015699277,0.000053460248,0.00004398601,0.0000920968,0.000027773389,0.9417975],"category_scores_gemma":[0.00022035502,0.00013924875,0.00008075516,0.00026431913,0.0000080592645,0.00009154295,0.000027013966,0.00011401755,0.00003143226],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00974708,0.0009307362,0.00009065505,0.0011733588,0.0013648543,0.000020979734,0.0001407685,0.000044370026,8.620777e-7,3.1259538e-7,0.9810002,0.00548586],"study_design_scores_gemma":[0.396206,0.012734279,0.20891432,0.034123514,0.00085998414,0.000010296372,0.0002299268,0.0045052366,0.0000042389183,0.0000027721367,0.34186715,0.0005422761],"about_ca_topic_score_codex":0.000006282334,"about_ca_topic_score_gemma":0.000035713598,"teacher_disagreement_score":0.9417661,"about_ca_system_score_codex":0.00019672494,"about_ca_system_score_gemma":0.00023687647,"threshold_uncertainty_score":0.56783986},"labels":[],"label_agreement":null},{"id":"W6939562255","doi":"10.6084/m9.figshare.17284377.v1","title":"Additional file 4 of Web-based software applications for frailty assessment in older adults: a scoping review of current status with insights into future development","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Health; University of British Columbia","funders":"","keywords":"Software; Current (fluid); Software development; Computer Applications","score_opus":0.030449720499706696,"score_gpt":0.3282045823573711,"score_spread":0.2977548618576644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939562255","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001779865,0.014346917,0.00018528353,0.000142372,0.000016402508,0.002705527,0.9824445,0.000032332326,0.000108859895],"genre_scores_gemma":[0.00015848175,0.00017139124,0.058079742,0.00032664012,0.00007356024,0.01876513,0.9223638,0.000023532837,0.000037677026],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852026,0.000029765024,0.00051334826,0.00033161952,0.0004087838,0.00019623086],"domain_scores_gemma":[0.9974852,0.0007569503,0.00028997826,0.00032793352,0.0010298651,0.00011004911],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002271591,0.0001713859,0.00041745818,0.00009704411,0.000042234984,0.000005747186,0.00009477218,0.00007017438,0.80233467],"category_scores_gemma":[0.0012938222,0.00014801102,0.00008258981,0.00043960504,0.000012718826,0.000062806,0.000051902938,0.0001913985,0.000039451745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021932829,0.00035879275,0.00003334099,0.0976838,0.000024560819,0.000004668475,0.00012843312,0.0000029259581,0.000002313356,0.000001591531,0.8669604,0.03477724],"study_design_scores_gemma":[0.001186641,0.000052979056,0.0048977407,0.48718476,0.000012880113,0.0000021482008,0.000059135265,0.000037166443,0.0002534463,0.0000023019347,0.50620544,0.00010534717],"about_ca_topic_score_codex":0.0000011956577,"about_ca_topic_score_gemma":0.00021508252,"teacher_disagreement_score":0.8022952,"about_ca_system_score_codex":0.00018298338,"about_ca_system_score_gemma":0.004990393,"threshold_uncertainty_score":0.8852743},"labels":[],"label_agreement":null},{"id":"W6939576538","doi":"10.6084/m9.figshare.27618316","title":"Additional file 1 of The mobile seniors’ clinic - an innovative transition of care for frail older adults","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre hospitalier universitaire de Québec","funders":"","keywords":"MEDLINE; Quality of life (healthcare); Health care; Service (business); Primary care","score_opus":0.02345854482014721,"score_gpt":0.33220760134498334,"score_spread":0.30874905652483614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939576538","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15887417,0.00009243486,0.000026177571,0.00034442497,0.00018963966,0.0027323074,0.83085644,0.0000045961615,0.006879836],"genre_scores_gemma":[0.81102324,0.0000031466018,0.015886609,0.00019024409,0.00029798303,0.001588691,0.15987128,0.000049501938,0.011089342],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908596,0.000032588214,0.00032393503,0.0002502071,0.00019828472,0.000109046785],"domain_scores_gemma":[0.998537,0.00062925095,0.000092251736,0.0002595065,0.00044440423,0.000037553233],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000079961384,0.00009908623,0.00023129466,0.00005597207,0.000036953883,0.000015459811,0.0001693865,0.00009229462,0.65238506],"category_scores_gemma":[0.00021674595,0.00007161729,0.000098860575,0.0003476991,0.00010959971,0.00015671673,0.00003806426,0.00013512997,0.000095389725],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030026448,0.00019974483,0.0000089501555,0.00041672154,0.00008360338,0.000004332393,0.021653127,0.0000036422,0.00030925937,0.0000029782589,0.82727504,0.14974234],"study_design_scores_gemma":[0.0021846741,0.001672977,0.0044687367,0.0074700895,0.000110715875,0.000024017414,0.015235522,0.0004943284,0.01500406,0.00003309195,0.9531287,0.00017306404],"about_ca_topic_score_codex":0.000022405276,"about_ca_topic_score_gemma":0.00012049111,"teacher_disagreement_score":0.67098516,"about_ca_system_score_codex":0.000033013075,"about_ca_system_score_gemma":0.00037056665,"threshold_uncertainty_score":0.3479327},"labels":[],"label_agreement":null},{"id":"W6939581008","doi":"10.6084/m9.figshare.14471391.v1","title":"Additional file 1 of Effects of comprehensive geriatric care models on postoperative outcomes in geriatric surgical patients: a systematic review and meta-analysis","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University Health Network; Western University; University of Toronto","funders":"","keywords":"Table (database); Quality (philosophy); Outcome (game theory); Scale (ratio); MEDLINE; Risk assessment","score_opus":0.03574830002787692,"score_gpt":0.28257098448369405,"score_spread":0.24682268445581712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939581008","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00027966965,0.025864305,7.819616e-8,0.00008847945,0.0000053259123,0.0014514127,0.97204226,0.000009517759,0.00025895104],"genre_scores_gemma":[0.022909332,0.00007599494,0.00021549275,0.00056975154,0.0000077187005,0.002404006,0.97301275,0.000019328441,0.0007856239],"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9982405,0.0002798215,0.0006240519,0.00030402432,0.0004179793,0.00013362439],"domain_scores_gemma":[0.99402475,0.0041174972,0.0003344066,0.0003557565,0.0010914939,0.0000760645],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000018089479,0.000209499,0.0025841964,0.00024392054,0.00001857244,0.000006561162,0.000074318246,0.00008166894,0.7776355],"category_scores_gemma":[0.004112032,0.00014909658,0.00068227405,0.0009216412,0.000009860992,0.00007043237,0.000076616576,0.000131669,0.00006747021],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014450219,0.00026641545,0.00001043971,0.35815358,0.016488852,0.000138511,0.00023269454,0.00005708814,4.5884124e-7,0.0000026313842,0.62462723,0.000007645728],"study_design_scores_gemma":[0.008761215,0.0023569274,0.035841655,0.3108688,0.6306989,0.00012861362,0.00093918765,0.00080715504,0.00035089077,0.000026030108,0.0076938462,0.001526775],"about_ca_topic_score_codex":0.0000066044045,"about_ca_topic_score_gemma":0.000010538243,"teacher_disagreement_score":0.77756804,"about_ca_system_score_codex":0.00005672284,"about_ca_system_score_gemma":0.00009930392,"threshold_uncertainty_score":0.6079982},"labels":[],"label_agreement":null},{"id":"W6939672698","doi":"10.6084/m9.figshare.19607563","title":"Additional file 3 of Evaluations of postoperative transitions in care for older adults: a scoping review","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; Queen's University","funders":"","keywords":"MEDLINE; Health care; Data collection; Patient care; Work (physics)","score_opus":0.04772330873963632,"score_gpt":0.3520539463732073,"score_spread":0.304330637633571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939672698","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000117898,0.0040154383,6.9161325e-7,0.00063646474,0.000008528625,0.002460982,0.9921741,0.000010999729,0.00068099366],"genre_scores_gemma":[0.0020093017,0.000007383412,0.0007446557,0.0006438838,0.000015911943,0.01582244,0.9806066,0.000012360702,0.00013746726],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9991569,0.000048920538,0.00029740614,0.00015032868,0.0002497961,0.00009664621],"domain_scores_gemma":[0.9986128,0.00056623004,0.000104792976,0.00014964679,0.0005351776,0.000031304597],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000024653635,0.00007307604,0.00024980298,0.00008744976,0.00006449388,0.0000013960442,0.000066405635,0.000024176003,0.9921058],"category_scores_gemma":[0.0031352146,0.00007770437,0.00011177062,0.00027931662,0.000007769151,0.00004931451,0.000027324702,0.00010861624,0.0000408475],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019407447,0.000084640444,4.0050963e-7,0.010277951,0.000011047649,0.0000021071655,0.0016134898,0.000026358874,0.0000047885856,0.0000012221602,0.9857978,0.002160782],"study_design_scores_gemma":[0.001667091,0.0004001042,0.001005935,0.8791859,0.00004148111,0.000023796969,0.0025755262,0.00029183936,0.0001179493,0.000004401448,0.114563465,0.00012252151],"about_ca_topic_score_codex":0.0000034591949,"about_ca_topic_score_gemma":0.00007677234,"teacher_disagreement_score":0.99206495,"about_ca_system_score_codex":0.00007948946,"about_ca_system_score_gemma":0.0005353717,"threshold_uncertainty_score":0.3753371},"labels":[],"label_agreement":null},{"id":"W6939698654","doi":"10.6084/m9.figshare.26592938.v1","title":"Additional file 1 of Study protocol for The GOAL Trial: comprehensive geriatric assessment for frail older people with chronic kidney disease to increase attainment of patient-identified goals—a cluster randomised controlled trial","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Kidney disease; Older people; Randomized controlled trial; Cluster (spacecraft); Protocol (science); Geriatrics","score_opus":0.022462751529041602,"score_gpt":0.3274171023050173,"score_spread":0.3049543507759757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939698654","genre_codex":"dataset","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002665816,0.000010161511,0.000019421386,0.00028117385,0.00008858068,0.43398607,0.5652782,0.000032084696,0.00003774926],"genre_scores_gemma":[0.0027036425,6.841358e-8,0.0002808643,0.00019727544,0.00047795378,0.6905899,0.3046722,0.000048328722,0.0010297454],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99714595,0.00021043449,0.0009664007,0.0005233454,0.00081980415,0.00033409274],"domain_scores_gemma":[0.9869077,0.010961023,0.0004582935,0.00052350917,0.00078651815,0.00036290646],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001616047,0.00033722288,0.00096889253,0.00017396419,0.00011708648,0.000068995796,0.0002092776,0.00007855088,0.7253947],"category_scores_gemma":[0.007315298,0.00020633021,0.00054957595,0.00030960998,0.000020827505,0.00009452137,0.00011603218,0.00015606891,0.00005301243],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.45579773,0.0010613642,8.537111e-7,0.0014649566,0.00049153774,0.0000050148356,0.00015545642,0.00003567156,0.0000041070543,3.9906595e-7,0.54068273,0.00030016614],"study_design_scores_gemma":[0.70316535,0.007937867,0.0004890181,0.0039335988,0.00050448993,0.0000014840338,0.00014404707,0.002111257,0.000015161513,0.000003935495,0.2815226,0.00017120244],"about_ca_topic_score_codex":0.000013740325,"about_ca_topic_score_gemma":0.00003653371,"teacher_disagreement_score":0.72534174,"about_ca_system_score_codex":0.00025284116,"about_ca_system_score_gemma":0.002358164,"threshold_uncertainty_score":0.87576234},"labels":[],"label_agreement":null},{"id":"W6939699698","doi":"10.6084/m9.figshare.20291015","title":"Additional file 1 of Resilience is associated with frailty and older age in hospitalised patients","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Psychological resilience; Older people; Relation (database); Table (database); Vulnerability (computing)","score_opus":0.01671272231499312,"score_gpt":0.23279182999659864,"score_spread":0.21607910768160551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939699698","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020083549,0.0000128746815,7.384786e-9,0.00006531111,0.0000062819995,0.00028249505,0.97740436,0.00001858536,0.002126536],"genre_scores_gemma":[0.15462723,1.07437266e-7,0.00005376576,0.00039446863,0.000008337614,0.0006884596,0.84195,0.000012046165,0.0022656026],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991064,0.000027060609,0.0001381048,0.00019409988,0.00039433228,0.0001400232],"domain_scores_gemma":[0.99912834,0.00047022887,0.00010344189,0.0001400469,0.0001024311,0.00005553636],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000013456883,0.00008461572,0.00015488603,0.000065826775,0.000046671707,0.0000054015295,0.00007586639,0.000037594687,0.9896226],"category_scores_gemma":[0.0028862017,0.00007982356,0.000023864795,0.0002638607,0.000015525871,0.000060574646,0.00009875009,0.00017439606,0.00006627445],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002257204,0.00016921786,0.0017929543,0.000041221097,0.000012663956,0.000057163998,0.0003217753,0.0000022029135,0.0000015471743,1.1056225e-7,0.99716914,0.00040940914],"study_design_scores_gemma":[0.0014005163,0.00038259247,0.83385926,0.0026795305,0.0000048531306,0.000004332645,0.00008511274,0.000061615356,0.000024894445,0.0000056647955,0.16139267,0.000098945864],"about_ca_topic_score_codex":0.000007947359,"about_ca_topic_score_gemma":0.000030443423,"teacher_disagreement_score":0.9895563,"about_ca_system_score_codex":0.00007792625,"about_ca_system_score_gemma":0.000084523366,"threshold_uncertainty_score":0.34552616},"labels":[],"label_agreement":null},{"id":"W6939703936","doi":"10.6084/m9.figshare.27894460","title":"Additional file 1 of Effectiveness of geriatric rehabilitation in inpatient and day hospital settings: a systematic review and meta-analysis","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Sunnybrook Hospital; Women's College Hospital; University of Toronto","funders":"","keywords":"Subgroup analysis; Survival analysis; Mortality rate; Hospital admission; Statistical analysis; Risk of mortality","score_opus":0.015380871465160326,"score_gpt":0.29886624432935477,"score_spread":0.28348537286419445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939703936","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15382314,0.1311217,0.000049410726,0.0033967118,0.00009241462,0.028762868,0.67935824,0.000010825236,0.0033846658],"genre_scores_gemma":[0.91553134,0.00031388222,0.030828,0.00012444679,0.00002275172,0.0065443283,0.044365175,0.00005051901,0.0022195678],"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9988222,0.00027590015,0.0004491609,0.00022847416,0.00016660805,0.00005766874],"domain_scores_gemma":[0.9950173,0.0045334473,0.00014987125,0.00017098123,0.00009734691,0.000031068783],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008006223,0.00008639119,0.0011329881,0.00019052674,0.000008064496,0.000015832951,0.000051265957,0.00003146119,0.10151591],"category_scores_gemma":[0.0027364565,0.00006200407,0.00015346015,0.00062127033,0.000049444534,0.00011156732,0.000059583326,0.000055149238,0.000011082071],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003978701,0.00037528764,0.00021123882,0.8911961,0.035343297,0.00002213106,0.0028573077,0.000005346943,0.00004535373,0.000011111944,0.06876951,0.001123547],"study_design_scores_gemma":[0.001363627,0.0026314012,0.043575015,0.20190512,0.74361265,0.00004673087,0.0009982777,0.00074880826,0.00025429748,0.00015561598,0.004225515,0.00048296488],"about_ca_topic_score_codex":0.000020270994,"about_ca_topic_score_gemma":0.000011387997,"teacher_disagreement_score":0.7617082,"about_ca_system_score_codex":0.000029472292,"about_ca_system_score_gemma":0.000049712868,"threshold_uncertainty_score":0.8993054},"labels":[],"label_agreement":null},{"id":"W6939713914","doi":"10.6084/m9.figshare.26731609","title":"Additional file 5 of Geriatric assessment with management for older patients with cancer receiving radiotherapy: a cluster-randomised controlled pilot study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cancer; Table (database); MEDLINE; Data collection; Line (geometry); Disease","score_opus":0.01557447961263166,"score_gpt":0.2821075453998592,"score_spread":0.2665330657872276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939713914","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004838808,0.000118437136,0.000037342645,0.00011864587,0.00004839296,0.009992422,0.9876035,0.0000834092,0.0015140111],"genre_scores_gemma":[0.03564506,0.0000034054567,0.0060283765,0.00025891032,0.00024131342,0.061812226,0.8880518,0.000100690246,0.007858203],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99858606,0.00004325919,0.0002981239,0.00036396555,0.00048815136,0.00022043902],"domain_scores_gemma":[0.9976297,0.0016272585,0.0001516456,0.00022937296,0.00028382338,0.00007819209],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000047242956,0.00021424187,0.00047509815,0.00015699277,0.000053460248,0.00004398601,0.0000920968,0.000027773389,0.9417975],"category_scores_gemma":[0.00022035502,0.00013924875,0.00008075516,0.00026431913,0.0000080592645,0.00009154295,0.000027013966,0.00011401755,0.00003143226],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00974708,0.0009307362,0.00009065505,0.0011733588,0.0013648543,0.000020979734,0.0001407685,0.000044370026,8.620777e-7,3.1259538e-7,0.9810002,0.00548586],"study_design_scores_gemma":[0.396206,0.012734279,0.20891432,0.034123514,0.00085998414,0.000010296372,0.0002299268,0.0045052366,0.0000042389183,0.0000027721367,0.34186715,0.0005422761],"about_ca_topic_score_codex":0.000006282334,"about_ca_topic_score_gemma":0.000035713598,"teacher_disagreement_score":0.9417661,"about_ca_system_score_codex":0.00019672494,"about_ca_system_score_gemma":0.00023687647,"threshold_uncertainty_score":0.56783986},"labels":[],"label_agreement":null},{"id":"W6939804279","doi":"10.6084/m9.figshare.26641732.v1","title":"Additional file 3 of Reversing frailty in older adults: a scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bruyère; Montfort Hospital; University of Ottawa","funders":"","keywords":"Reversing; MEDLINE; Older people; Work (physics); Context (archaeology)","score_opus":0.04604408037241481,"score_gpt":0.3243976462105407,"score_spread":0.27835356583812587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939804279","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000029253572,0.017630553,1.3590643e-7,0.00035186115,0.00002684491,0.00066209433,0.9755589,0.0000686453,0.005698052],"genre_scores_gemma":[0.00020068561,0.000086377964,0.0005201774,0.00076092745,0.00012598564,0.00073395454,0.9963568,0.000022046126,0.0011930334],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99904895,0.000019929017,0.0002865738,0.00024118947,0.00023962824,0.00016371407],"domain_scores_gemma":[0.99873024,0.00085095275,0.000053533066,0.00019944148,0.00010170639,0.0000641306],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000024578114,0.000108267006,0.00025863116,0.00010342258,0.000017405344,0.000009731765,0.00007365036,0.00007073551,0.99795973],"category_scores_gemma":[0.0058178324,0.00010289465,0.0001029043,0.0003936602,0.000007694416,0.00012082569,0.000049684066,0.0002202491,0.0036946223],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050478384,0.000023879014,6.313903e-7,0.045107875,0.000008901536,0.0000934918,0.00005978448,1.6356263e-7,8.99138e-7,2.753869e-7,0.94551593,0.009183136],"study_design_scores_gemma":[0.00015401239,0.000021010936,0.00047708635,0.6455197,0.0000067886335,0.00003971075,0.000012272147,0.00008307977,0.00001873402,0.0000015894118,0.35360408,0.000061964245],"about_ca_topic_score_codex":0.0000046192554,"about_ca_topic_score_gemma":0.000023972561,"teacher_disagreement_score":0.99426514,"about_ca_system_score_codex":0.00007252217,"about_ca_system_score_gemma":0.00025642797,"threshold_uncertainty_score":0.9970811},"labels":[],"label_agreement":null},{"id":"W6939950850","doi":"10.6084/m9.figshare.7961525","title":"Additional file 5: of Can the effects of the mobilization of vulnerable elders in Ontario (MOVE ON) implementation be replicated in new settings: an interrupted time series design","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interrupted time series; Audit; Mobilization; Interrupted Time Series Analysis; Series (stratigraphy)","score_opus":0.0208601159501581,"score_gpt":0.2610382586589579,"score_spread":0.2401781427087998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939950850","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060306653,0.000007858327,7.358828e-7,0.00057400373,0.000029052171,0.0027050683,0.93552417,0.000020553201,0.00083192246],"genre_scores_gemma":[0.28531104,2.6974655e-7,0.00029367933,0.00044142565,0.00001472255,0.00042036612,0.7100819,0.000020760523,0.0034158297],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99912447,0.00012590108,0.00028521885,0.00015530094,0.0002019635,0.000107131804],"domain_scores_gemma":[0.99809396,0.0012224277,0.00023959245,0.00031022454,0.00010907449,0.000024722012],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000063649335,0.00008940701,0.00017616084,0.00007249826,0.000015584998,0.000004071838,0.00012612292,0.00005573408,0.8028376],"category_scores_gemma":[0.0025003222,0.000062897634,0.000037052774,0.00025638184,0.000012887406,0.00009368953,0.000034622954,0.00017297652,0.000027905106],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010032514,0.00007010488,0.00051454676,0.00022282577,0.000018366722,8.787003e-7,0.0025164618,0.0003010018,0.0020299952,0.0000011894526,0.9934358,0.00078853016],"study_design_scores_gemma":[0.005830911,0.0036376503,0.61759573,0.0331534,0.00005265647,0.000017996601,0.002852538,0.0024039156,0.27510598,0.00014931273,0.05884157,0.00035831318],"about_ca_topic_score_codex":0.004394244,"about_ca_topic_score_gemma":0.03355389,"teacher_disagreement_score":0.9345942,"about_ca_system_score_codex":0.00014166608,"about_ca_system_score_gemma":0.00047048976,"threshold_uncertainty_score":0.9840812},"labels":[],"label_agreement":null},{"id":"W6939969384","doi":"10.6084/m9.figshare.13152991.v1","title":"Additional file 1 of Revisiting the hypothesis of syndromic frailty: a cross-sectional study of the structural validity of the frailty phenotype","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Centre Hospitalier de l’Université de Montréal; McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Montreal General Hospital; Jewish General Hospital","funders":"","keywords":"Statistical analysis; Phenotype; Statistical hypothesis testing; Structural variation; Measure (data warehouse)","score_opus":0.12871369876831792,"score_gpt":0.3058227783811218,"score_spread":0.1771090796128039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6939969384","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24775477,0.000019484774,7.820805e-8,0.00023683644,0.00003817287,0.00055222353,0.7509423,0.000011527111,0.0004446139],"genre_scores_gemma":[0.9572253,2.0649522e-7,0.00011752004,0.00016043034,0.00025955294,0.00007942932,0.041932885,0.000022209522,0.00020246726],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9979888,0.00017356532,0.00062319054,0.00024078162,0.0008193137,0.00015432047],"domain_scores_gemma":[0.9953046,0.0027819437,0.00077709183,0.00059698196,0.0004890098,0.00005037246],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007520947,0.0001655115,0.00038918245,0.000025550822,0.00012850342,0.000009855739,0.0005945258,0.00009445949,0.85431105],"category_scores_gemma":[0.015530749,0.0000898829,0.0003042286,0.00040526906,0.00011137498,0.000064061685,0.00032954483,0.0003471177,0.000047815207],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009685804,0.00009307162,0.011795729,0.00080168614,0.00021171493,0.0000018980123,0.00094810914,0.00016162366,0.00049264525,0.000003792009,0.98453856,0.0008543229],"study_design_scores_gemma":[0.000640742,0.0002099009,0.98470587,0.002000444,0.000058714824,0.000019241976,0.0002802523,0.00037383506,0.0018644325,0.000045377983,0.009715668,0.000085513224],"about_ca_topic_score_codex":0.000035608657,"about_ca_topic_score_gemma":0.000014330968,"teacher_disagreement_score":0.9748229,"about_ca_system_score_codex":0.000037561644,"about_ca_system_score_gemma":0.00024865923,"threshold_uncertainty_score":0.99276185},"labels":[],"label_agreement":null},{"id":"W6957612619","doi":"10.60692/4w8qn-tcw53","title":"Standard set of health outcome measures for older persons","year":2018,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Health care; Delphi method; Loneliness; Autonomy; Outcome (game theory); Set (abstract data type); Mood; Delphi","score_opus":0.09413098020362039,"score_gpt":0.313754972092675,"score_spread":0.21962399188905463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957612619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68188477,0.000022895141,0.2999203,0.0030935637,0.0015303537,0.0040998016,0.0025482185,0.00050056743,0.0063995514],"genre_scores_gemma":[0.9971006,5.6193116e-8,0.001685732,0.00048627655,0.00015916197,0.000060316215,0.00005029477,0.000013515543,0.00044405798],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99826616,0.000041296556,0.0008935759,0.00011271029,0.0004284186,0.0002578571],"domain_scores_gemma":[0.9984974,0.000010330912,0.00042541485,0.00036482763,0.0005872192,0.000114761184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007580789,0.00014394076,0.0004529331,0.0002166208,0.00011466998,0.000030898245,0.00008774933,0.00008491285,0.000032035394],"category_scores_gemma":[0.00008679791,0.000110688095,0.000114917035,0.0001391658,0.0000628424,0.00025071733,0.000021156831,0.00006195343,0.00015580986],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00063291803,0.0000046336754,0.52639186,0.0068794126,0.00021724237,9.0714485e-7,0.4430327,0.0000069477805,0.000003705625,0.00023087609,0.013732896,0.0088658985],"study_design_scores_gemma":[0.030827863,0.004564058,0.6570375,0.0050840634,0.00039656486,0.00044195176,0.22558202,0.003777739,0.0068636234,0.0000050572103,0.06438348,0.0010360889],"about_ca_topic_score_codex":0.000016829019,"about_ca_topic_score_gemma":8.38741e-7,"teacher_disagreement_score":0.31521586,"about_ca_system_score_codex":0.00019449697,"about_ca_system_score_gemma":0.00013324665,"threshold_uncertainty_score":0.45137295},"labels":[],"label_agreement":null},{"id":"W6957625995","doi":"10.60692/8648e-fhx38","title":"Relationship of body mass index with frailty and all-cause mortality among middle-aged and older adults","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"National Health and Nutrition Examination Survey; Body mass index; Obesity; Frailty Index; Ageing; Epidemiology; Overweight","score_opus":0.05573044632031283,"score_gpt":0.24512533130343764,"score_spread":0.18939488498312482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957625995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963127,0.000009249319,0.001317528,0.000060440096,0.00008545732,0.0009899251,0.00015140425,0.00011169738,0.00096160895],"genre_scores_gemma":[0.9992574,2.1163605e-7,0.0001717345,0.00008824531,0.000021232025,0.00013742215,0.000091979724,0.00001552988,0.00021623388],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998318,0.000102566075,0.0006358352,0.00019098746,0.00055462035,0.0001979657],"domain_scores_gemma":[0.99887645,0.000026179026,0.00040563315,0.00041190558,0.00013188182,0.00014797575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040243458,0.00018684393,0.0003153789,0.00024833536,0.00016674561,0.000045808425,0.00007482656,0.000091770125,0.000038047296],"category_scores_gemma":[0.00004031352,0.00015357685,0.00003548,0.00023182087,0.00010013626,0.00053578586,0.00008389351,0.00026261856,0.000008297591],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026121276,0.0000050005624,0.9495433,0.001136496,0.00020060409,0.00001044547,0.04867153,0.000045761826,0.0000013077868,0.000041420157,0.000044642347,0.000038272276],"study_design_scores_gemma":[0.0042065606,0.00016546958,0.9654379,0.000405174,0.00023722618,0.0001526725,0.026436575,0.0027214845,0.000060785525,0.0000011040893,0.000019352457,0.00015568578],"about_ca_topic_score_codex":0.00007586415,"about_ca_topic_score_gemma":0.000003939346,"teacher_disagreement_score":0.022234956,"about_ca_system_score_codex":0.000095753385,"about_ca_system_score_gemma":0.00004211248,"threshold_uncertainty_score":0.6262682},"labels":[],"label_agreement":null},{"id":"W6957690367","doi":"10.60692/jbj5b-jnw49","title":"IMPACT OF HIGH BODY MASS INDEX ON FRAILTY AND MORTALITY IN MIDDLE-AGED AND OLDER ADULTS","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Body mass index; Obesity; Overweight; National Health and Nutrition Examination Survey; Ageing; Mortality rate; Risk of mortality; National Death Index; National Health Interview Survey","score_opus":0.02678476691607953,"score_gpt":0.25164986207478424,"score_spread":0.2248650951587047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957690367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99755013,0.0000040378472,0.00013051974,0.00001900966,0.00012734153,0.0009828161,0.00012107698,0.000053595737,0.0010114778],"genre_scores_gemma":[0.9997097,3.6214217e-7,0.00004210574,0.00005529256,0.000023543595,0.000022092361,0.00003765243,0.000010908016,0.00009831217],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860084,0.000049417344,0.00062839896,0.00017689276,0.00033462906,0.00020979847],"domain_scores_gemma":[0.9990925,0.0000171172,0.00026570994,0.00040375005,0.000100272795,0.000120623416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026142297,0.00019682429,0.00044311662,0.00030447746,0.00002225007,0.000035617606,0.000058783604,0.00016336043,0.00004092713],"category_scores_gemma":[0.000029721992,0.00014726039,0.00005753349,0.00016359429,0.00003759304,0.00040282906,0.000034503762,0.00016566744,0.00007733034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038068558,0.00000636824,0.976121,0.0013976082,0.000061495724,0.0000037568473,0.021762606,0.000030425115,0.000008318153,0.0000148201525,0.000014487833,0.00019839461],"study_design_scores_gemma":[0.0064686825,0.00029229035,0.9854776,0.0016044128,0.000023719473,0.000034803572,0.0035413424,0.002232743,0.00018861225,0.000001026119,0.000001575947,0.00013319304],"about_ca_topic_score_codex":0.00032309242,"about_ca_topic_score_gemma":0.0000025438778,"teacher_disagreement_score":0.018221265,"about_ca_system_score_codex":0.0001251953,"about_ca_system_score_gemma":0.000038100196,"threshold_uncertainty_score":0.6005105},"labels":[],"label_agreement":null},{"id":"W6957868790","doi":"10.60692/q3gwx-x4j74","title":"Prevalence of frailty and association with patient centered outcomes: A prospective registry-embedded cohort study from India","year":2024,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Comorbidity; Cohort study; Odds ratio; Odds; Prospective cohort study; Receipt; Logistic regression; Renal replacement therapy; Malnutrition","score_opus":0.01869080443950526,"score_gpt":0.24004271542734051,"score_spread":0.22135191098783524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957868790","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948131,0.000010437121,0.00051304314,0.00004435009,0.00023358323,0.0025052016,0.00053491484,0.00018971275,0.0011556528],"genre_scores_gemma":[0.9991216,3.0675537e-7,0.00018081442,0.000038582322,0.000026776968,0.00019478139,0.00003942462,0.000013235391,0.0003844945],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99817693,0.00006285733,0.0006473136,0.00023342753,0.00071433955,0.00016515108],"domain_scores_gemma":[0.99880296,0.000031033964,0.00041242555,0.0003761983,0.00029455818,0.00008279528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026085012,0.00019085543,0.00038666496,0.00016866997,0.000044280758,0.00010347861,0.00006707858,0.00010548571,0.000021419564],"category_scores_gemma":[0.000092074304,0.00013240494,0.00004850057,0.00020010672,0.000026207876,0.00047282656,0.000044262055,0.00016101518,0.00006366031],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001240211,0.000013107789,0.85493255,0.0011284363,0.00043431274,0.000009770781,0.14315549,0.0000026112396,0.000001250376,0.000004567616,0.00006994562,0.00012396701],"study_design_scores_gemma":[0.002026944,0.00044842536,0.97314936,0.0012338201,0.00030499362,0.000020514844,0.021999877,0.000417137,0.00026138188,5.239415e-7,0.000013864308,0.0001231365],"about_ca_topic_score_codex":0.00006259817,"about_ca_topic_score_gemma":0.0000011758187,"teacher_disagreement_score":0.12115561,"about_ca_system_score_codex":0.00044751188,"about_ca_system_score_gemma":0.00006938539,"threshold_uncertainty_score":0.53993165},"labels":[],"label_agreement":null},{"id":"W6957919371","doi":"10.60692/93kh7-9t986","title":"Frailty in Parkinson's disease and its association with early dementia: A longitudinal study","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Odds ratio; Odds; Frailty Index; Dementia; Logistic regression; Longitudinal study; Disease; Vulnerability (computing)","score_opus":0.0360474687415082,"score_gpt":0.23920670396259297,"score_spread":0.20315923522108476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957919371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976266,0.000013538868,0.00017375966,0.00019517764,0.00011738786,0.0013229414,0.00009167375,0.000098277626,0.00036066477],"genre_scores_gemma":[0.9991481,9.874609e-8,0.000031805033,0.00009625713,0.0000327852,0.00042158153,0.00002789434,0.000010511712,0.00023100332],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983677,0.00010763912,0.0004103783,0.00017295226,0.0007219575,0.00021935072],"domain_scores_gemma":[0.9992702,0.0000097333705,0.00026187146,0.00020342878,0.00012284091,0.00013192341],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000471852,0.00014313826,0.00023045462,0.00027269853,0.00016121632,0.00007992782,0.0000693893,0.00003376171,0.000045173565],"category_scores_gemma":[0.000037233418,0.00012222597,0.000027840078,0.00031258288,0.0000070469105,0.00048694713,0.00009118441,0.00019133506,0.00006198315],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003747601,0.000019071527,0.9591386,0.00017421618,0.00013127891,0.000047802274,0.039915826,0.00006864944,1.6941469e-7,0.000009033987,0.00005906981,0.00006156017],"study_design_scores_gemma":[0.004416665,0.00039385445,0.97962576,0.000086740925,0.00016906983,0.000031665466,0.01374747,0.0011001999,0.0000057755583,2.0888446e-7,0.00029663398,0.0001259802],"about_ca_topic_score_codex":0.00003435111,"about_ca_topic_score_gemma":0.0000037669122,"teacher_disagreement_score":0.026168356,"about_ca_system_score_codex":0.00044850976,"about_ca_system_score_gemma":0.00006307385,"threshold_uncertainty_score":0.49842307},"labels":[],"label_agreement":null},{"id":"W6957990806","doi":"10.6084/m9.figshare.21393591.v1","title":"Additional file 1 of Relationship of body mass index with frailty and all-cause mortality among middle-aged and older adults","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Body mass index; Table (database); Index (typography); Regression analysis; Linear regression; Frailty Index; Regression; Proportional hazards model","score_opus":0.06078121994921812,"score_gpt":0.27013616834946486,"score_spread":0.20935494840024674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6957990806","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11399187,0.000047876016,3.1449437e-7,0.00004057668,0.0000067032447,0.0004017886,0.88461405,0.000026036518,0.0008707903],"genre_scores_gemma":[0.5093085,4.2581573e-7,0.00015162774,0.000043338972,0.000017859975,0.00046438424,0.4893579,0.0000135919045,0.0006423808],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99885803,0.000058317284,0.0002498502,0.0002588091,0.00043118905,0.00014380498],"domain_scores_gemma":[0.9983079,0.0009706787,0.00021578048,0.00026874736,0.00012390762,0.00011303037],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003840316,0.00013045994,0.00022662127,0.000086064174,0.000080572965,0.000006911281,0.00007163051,0.00007241947,0.9329883],"category_scores_gemma":[0.0016694149,0.00012268398,0.00003660879,0.0001797202,0.000053105698,0.000111821886,0.00010654678,0.0003132735,0.000014198625],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000104659026,0.0000898723,0.049642466,0.0005360942,0.00018938116,0.00003548354,0.00032005124,0.0000072550774,0.0000071651807,0.000002084675,0.94897944,0.00008602843],"study_design_scores_gemma":[0.0014265559,0.00021734288,0.98108697,0.003466459,0.000075863936,0.00004105411,0.0003548728,0.0003873075,0.000039426865,0.000020069561,0.012760045,0.0001240311],"about_ca_topic_score_codex":0.0000339467,"about_ca_topic_score_gemma":0.00008693166,"teacher_disagreement_score":0.9362194,"about_ca_system_score_codex":0.000030496636,"about_ca_system_score_gemma":0.00009398395,"threshold_uncertainty_score":0.50029075},"labels":[],"label_agreement":null},{"id":"W6958051048","doi":"10.6084/m9.figshare.26592944","title":"Additional file 3 of Study protocol for The GOAL Trial: comprehensive geriatric assessment for frail older people with chronic kidney disease to increase attainment of patient-identified goals—a cluster randomised controlled trial","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Kidney disease; Older people; Randomized controlled trial; Cluster (spacecraft); Protocol (science); Geriatrics","score_opus":0.02214138561414923,"score_gpt":0.32704102404149116,"score_spread":0.3048996384273419,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958051048","genre_codex":"dataset","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002684935,0.00001021478,0.00001953172,0.00028015507,0.00008939197,0.43421382,0.56504834,0.000032067055,0.0000379719],"genre_scores_gemma":[0.0027374637,6.947483e-8,0.00027864845,0.00019766159,0.00048416166,0.6923599,0.30284306,0.000048453967,0.0010505487],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9971458,0.00021025325,0.0009667869,0.00052314164,0.0008199545,0.0003340701],"domain_scores_gemma":[0.986988,0.010875213,0.00045836644,0.0005228154,0.0007927394,0.0003628853],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016153911,0.00033718036,0.0009689811,0.00017391218,0.000117077456,0.00006912275,0.0002091597,0.0000785449,0.72092634],"category_scores_gemma":[0.0073135514,0.0002062831,0.0005495445,0.0003095071,0.000020828833,0.00009458652,0.00011595705,0.00015604035,0.0000535314],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.45607015,0.0010600332,8.540414e-7,0.0014860376,0.00049076584,0.0000050647777,0.00015533474,0.000035652127,0.0000041128474,3.9650058e-7,0.5403877,0.00030386774],"study_design_scores_gemma":[0.7012612,0.007895831,0.00048439996,0.003910216,0.0004983951,0.0000014656399,0.00014285208,0.002105678,0.000015393196,0.000003929771,0.28351012,0.00017052375],"about_ca_topic_score_codex":0.000013879951,"about_ca_topic_score_gemma":0.00003675601,"teacher_disagreement_score":0.72087276,"about_ca_system_score_codex":0.00025373936,"about_ca_system_score_gemma":0.0023593293,"threshold_uncertainty_score":0.8755532},"labels":[],"label_agreement":null},{"id":"W6958072038","doi":"10.6084/m9.figshare.21393591","title":"Additional file 1 of Relationship of body mass index with frailty and all-cause mortality among middle-aged and older adults","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Body mass index; Table (database); Index (typography); Regression analysis; Linear regression; Frailty Index; Regression; Proportional hazards model","score_opus":0.06078121994921812,"score_gpt":0.27013616834946486,"score_spread":0.20935494840024674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958072038","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11399187,0.000047876016,3.1449437e-7,0.00004057668,0.0000067032447,0.0004017886,0.88461405,0.000026036518,0.0008707903],"genre_scores_gemma":[0.5093085,4.2581573e-7,0.00015162774,0.000043338972,0.000017859975,0.00046438424,0.4893579,0.0000135919045,0.0006423808],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99885803,0.000058317284,0.0002498502,0.0002588091,0.00043118905,0.00014380498],"domain_scores_gemma":[0.9983079,0.0009706787,0.00021578048,0.00026874736,0.00012390762,0.00011303037],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003840316,0.00013045994,0.00022662127,0.000086064174,0.000080572965,0.000006911281,0.00007163051,0.00007241947,0.9329883],"category_scores_gemma":[0.0016694149,0.00012268398,0.00003660879,0.0001797202,0.000053105698,0.000111821886,0.00010654678,0.0003132735,0.000014198625],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000104659026,0.0000898723,0.049642466,0.0005360942,0.00018938116,0.00003548354,0.00032005124,0.0000072550774,0.0000071651807,0.000002084675,0.94897944,0.00008602843],"study_design_scores_gemma":[0.0014265559,0.00021734288,0.98108697,0.003466459,0.000075863936,0.00004105411,0.0003548728,0.0003873075,0.000039426865,0.000020069561,0.012760045,0.0001240311],"about_ca_topic_score_codex":0.0000339467,"about_ca_topic_score_gemma":0.00008693166,"teacher_disagreement_score":0.9362194,"about_ca_system_score_codex":0.000030496636,"about_ca_system_score_gemma":0.00009398395,"threshold_uncertainty_score":0.50029075},"labels":[],"label_agreement":null},{"id":"W6958078272","doi":"10.60692/zrx8g-23773","title":"IMPACT OF HIGH BODY MASS INDEX ON FRAILTY AND MORTALITY IN MIDDLE-AGED AND OLDER ADULTS","year":2019,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Body mass index; Obesity; Overweight; National Health and Nutrition Examination Survey; Ageing; Mortality rate; Risk of mortality; National Death Index; National Health Interview Survey","score_opus":0.02678476691607953,"score_gpt":0.25164986207478424,"score_spread":0.2248650951587047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958078272","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99755013,0.0000040378472,0.00013051974,0.00001900966,0.00012734153,0.0009828161,0.00012107698,0.000053595737,0.0010114778],"genre_scores_gemma":[0.9997097,3.6214217e-7,0.00004210574,0.00005529256,0.000023543595,0.000022092361,0.00003765243,0.000010908016,0.00009831217],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99860084,0.000049417344,0.00062839896,0.00017689276,0.00033462906,0.00020979847],"domain_scores_gemma":[0.9990925,0.0000171172,0.00026570994,0.00040375005,0.000100272795,0.000120623416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026142297,0.00019682429,0.00044311662,0.00030447746,0.00002225007,0.000035617606,0.000058783604,0.00016336043,0.00004092713],"category_scores_gemma":[0.000029721992,0.00014726039,0.00005753349,0.00016359429,0.00003759304,0.00040282906,0.000034503762,0.00016566744,0.00007733034],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038068558,0.00000636824,0.976121,0.0013976082,0.000061495724,0.0000037568473,0.021762606,0.000030425115,0.000008318153,0.0000148201525,0.000014487833,0.00019839461],"study_design_scores_gemma":[0.0064686825,0.00029229035,0.9854776,0.0016044128,0.000023719473,0.000034803572,0.0035413424,0.002232743,0.00018861225,0.000001026119,0.000001575947,0.00013319304],"about_ca_topic_score_codex":0.00032309242,"about_ca_topic_score_gemma":0.0000025438778,"teacher_disagreement_score":0.018221265,"about_ca_system_score_codex":0.0001251953,"about_ca_system_score_gemma":0.000038100196,"threshold_uncertainty_score":0.6005105},"labels":[],"label_agreement":null},{"id":"W6958151669","doi":"10.6084/m9.figshare.20046924","title":"Additional file 2 of The frailty, outcomes, recovery and care steps of critically ill patients (FORECAST) study: pilot study results","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Queen's University","funders":"","keywords":"Critically ill; Table (database); MEDLINE; Critical illness; Data collection","score_opus":0.04987533531137928,"score_gpt":0.2777656589569485,"score_spread":0.22789032364556921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958151669","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03414984,0.000017398499,5.8419993e-9,0.00014919769,0.00007295972,0.0016926175,0.9610962,0.00002267851,0.0027991019],"genre_scores_gemma":[0.4750208,1.14758464e-7,0.00004419578,0.00032665412,0.000027804885,0.0010444357,0.5222534,0.000021857342,0.0012607372],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9978819,0.00016168364,0.00048564986,0.00033354468,0.0009458661,0.00019134629],"domain_scores_gemma":[0.9964191,0.0015926149,0.000217171,0.00056905806,0.0011171175,0.00008497373],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000050178784,0.00017060715,0.0003511919,0.0000819445,0.00014913634,0.0000090874255,0.00026609594,0.000028874092,0.87761486],"category_scores_gemma":[0.020397773,0.00013258836,0.000086092805,0.00023701963,0.000024942885,0.00006509784,0.0007073545,0.00030890567,0.00005592928],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028364654,0.0025508273,0.0051615373,0.00015134252,0.00009545338,0.000010721315,0.001139693,0.000004671361,7.432029e-7,1.773746e-7,0.9882635,0.0023376986],"study_design_scores_gemma":[0.0038651663,0.010437937,0.80228823,0.0009087158,0.000054868444,0.0000047983735,0.005972988,0.0000071594295,0.000006247107,0.000007751082,0.17630643,0.00013968816],"about_ca_topic_score_codex":0.00005042406,"about_ca_topic_score_gemma":0.0002590975,"teacher_disagreement_score":0.8775589,"about_ca_system_score_codex":0.00010078061,"about_ca_system_score_gemma":0.0001720237,"threshold_uncertainty_score":0.9878538},"labels":[],"label_agreement":null},{"id":"W6958187363","doi":"10.6084/m9.figshare.14471397","title":"Additional file 3 of Effects of comprehensive geriatric care models on postoperative outcomes in geriatric surgical patients: a systematic review and meta-analysis","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Western University; University of Toronto","funders":"","keywords":"MEDLINE; Geriatric care; Geriatrics; Patient care; Standard of care","score_opus":0.03512082642907114,"score_gpt":0.28215112638714845,"score_spread":0.24703029995807732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958187363","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002818803,0.026009291,7.868362e-8,0.00008810948,0.000005379864,0.001452169,0.97189295,0.000009510704,0.0002606278],"genre_scores_gemma":[0.023273537,0.000077469325,0.00021401537,0.00057213637,0.000007846634,0.002370868,0.9726597,0.000019423089,0.00080502115],"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99824053,0.0002795514,0.0006243302,0.00030389134,0.00041806453,0.00013361407],"domain_scores_gemma":[0.994052,0.0040811305,0.0003344613,0.00035522366,0.001101142,0.00007605842],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000018081262,0.00020946945,0.0025844604,0.00024383892,0.000018570838,0.0000065746754,0.00007427138,0.00008166198,0.773286],"category_scores_gemma":[0.004110929,0.00014905848,0.0006822304,0.0009212987,0.000009861695,0.0000704867,0.00007656105,0.00013164202,0.000068209854],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000147137725,0.00026952205,0.000010580891,0.367485,0.016675469,0.00014188822,0.00023553273,0.000057799865,4.6557895e-7,0.000002646643,0.61509854,0.000007852814],"study_design_scores_gemma":[0.008936446,0.002367831,0.035840508,0.31209755,0.6290607,0.00012817918,0.0009403631,0.00081332645,0.00036069125,0.000026264011,0.00789197,0.0015361614],"about_ca_topic_score_codex":0.000006679562,"about_ca_topic_score_gemma":0.000010610037,"teacher_disagreement_score":0.7732178,"about_ca_system_score_codex":0.00005694845,"about_ca_system_score_gemma":0.000099358964,"threshold_uncertainty_score":0.60784286},"labels":[],"label_agreement":null},{"id":"W6958191259","doi":"10.6084/m9.figshare.27894460.v1","title":"Additional file 1 of Effectiveness of geriatric rehabilitation in inpatient and day hospital settings: a systematic review and meta-analysis","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Sunnybrook Hospital; Women's College Hospital; University of Toronto","funders":"","keywords":"Subgroup analysis; Survival analysis; Mortality rate; Hospital admission; Statistical analysis; Risk of mortality","score_opus":0.013844240850341985,"score_gpt":0.2667088931659405,"score_spread":0.2528646523155985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958191259","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015802582,0.024130644,2.3748677e-7,0.00012018204,0.000003551345,0.0013258277,0.97419226,0.000011298707,0.00005796042],"genre_scores_gemma":[0.05732774,0.00002723013,0.00044848473,0.00005942006,0.000008177662,0.00490442,0.9370569,0.000014734115,0.00015290384],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9989853,0.0001935678,0.00037840853,0.00019522036,0.00018621578,0.00006131994],"domain_scores_gemma":[0.99304533,0.0064742574,0.00014282903,0.00015370893,0.00015239627,0.000031455602],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018521221,0.000092385664,0.00096066034,0.00021952306,0.000007028025,0.0000064828255,0.000029867044,0.0000386246,0.6760798],"category_scores_gemma":[0.012661836,0.00006811474,0.00022157401,0.0006723921,0.000011216983,0.00007170303,0.000033359516,0.000065550754,0.000026354655],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002088684,0.000031747884,0.0000055050614,0.5857157,0.004050977,0.0000035682692,0.00015831903,8.8933825e-7,0.000001035837,9.577253e-7,0.41001463,0.00001455028],"study_design_scores_gemma":[0.0004790668,0.0011053919,0.040309984,0.7489491,0.20234457,0.00002495176,0.00016364959,0.00063016836,0.000041863466,0.00006415161,0.0055799927,0.00030708077],"about_ca_topic_score_codex":0.0000037446816,"about_ca_topic_score_gemma":0.0000027413548,"teacher_disagreement_score":0.67605346,"about_ca_system_score_codex":0.00003058442,"about_ca_system_score_gemma":0.000038145838,"threshold_uncertainty_score":0.99565494},"labels":[],"label_agreement":null},{"id":"W6958222602","doi":"10.6084/m9.figshare.14329565","title":"Additional file 1 of Frailty inclusive care in acute and community-based settings: a systematic review protocol","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Health Services; Institute of Health Economics; University of Alberta","funders":"","keywords":"Checklist; Protocol (science); MEDLINE; Table (database); Systematic review; Data collection","score_opus":0.027743369522879483,"score_gpt":0.3256053904121182,"score_spread":0.29786202088923874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958222602","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000002373102,0.0002963594,3.570541e-8,0.0002951147,0.000002205898,0.041223116,0.95670635,0.000025393083,0.0014490805],"genre_scores_gemma":[0.000050038154,7.782059e-7,0.00047355483,0.0021710773,0.00001150376,0.28926212,0.7078013,0.000013044264,0.00021662466],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99871975,0.0003385628,0.00038973932,0.00014943925,0.00026952926,0.00013299959],"domain_scores_gemma":[0.99666655,0.0020577956,0.00021902219,0.00043904368,0.0005435908,0.00007397463],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005451161,0.00013610987,0.0005459011,0.00005674692,0.00007448682,0.000009723314,0.00011322122,0.00008082987,0.9323867],"category_scores_gemma":[0.015724167,0.00012182063,0.00008006833,0.00027823707,0.000013383255,0.000051771436,0.0001826712,0.00043841737,0.0002488226],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062528657,0.000048091424,9.0387573e-7,0.40216577,0.000020402087,0.00006703176,0.00020883803,1.3505928e-7,0.000003022644,7.137212e-8,0.59744084,0.00003865197],"study_design_scores_gemma":[0.00072612654,0.00013046645,0.00017461914,0.7471078,0.000056341243,0.00008062583,0.00035730348,0.00002922657,0.00019790737,0.000003155473,0.2510424,0.00009404797],"about_ca_topic_score_codex":0.0000035768019,"about_ca_topic_score_gemma":0.000057259233,"teacher_disagreement_score":0.93213785,"about_ca_system_score_codex":0.0000928392,"about_ca_system_score_gemma":0.0004761827,"threshold_uncertainty_score":0.9925668},"labels":[],"label_agreement":null},{"id":"W6958253424","doi":"10.6084/m9.figshare.26036398","title":"Additional file 1 of Exploring the perspectives of older adults who are pre-frail and frail to identify interventions to reduce sedentary behaviour and improve mobility: a thematic content analysis","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Osteoporosis Canada; University of Waterloo; McMaster University; University of Manitoba","funders":"","keywords":"Thematic analysis; Psychological intervention; Content analysis; Qualitative research; Qualitative analysis; Physical activity","score_opus":0.07577765004885931,"score_gpt":0.3338898974557983,"score_spread":0.25811224740693894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958253424","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24286415,0.0006722942,0.0000035484218,0.00058284146,0.000023554003,0.00081546156,0.75497115,0.000029216066,0.000037784168],"genre_scores_gemma":[0.87796146,0.0000063515795,0.0003145517,0.00008183277,0.00008223186,0.0053510545,0.113724925,0.000027942087,0.0024496298],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9986531,0.000041328407,0.00040031236,0.00042668264,0.00032065267,0.00015793716],"domain_scores_gemma":[0.9981613,0.0008514794,0.000117650045,0.00037390366,0.00034796976,0.00014770863],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006423087,0.0001653147,0.00039760687,0.00028040042,0.00005366133,0.000046855865,0.00012772517,0.00004694396,0.6649529],"category_scores_gemma":[0.0028965978,0.00012634227,0.00028185864,0.00053132663,0.000035476685,0.00016662244,0.00022942868,0.00017792307,0.0000514488],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056903675,0.00020991937,0.00023005393,0.003712972,0.0006147768,0.000014439486,0.02027983,0.0000031962977,0.000092008355,0.0000014086195,0.97061133,0.004173131],"study_design_scores_gemma":[0.00048072956,0.0003803928,0.8568766,0.0836163,0.0007398592,0.000027798638,0.054558933,0.0002705425,0.00081838487,0.000015554297,0.0020153676,0.00019949756],"about_ca_topic_score_codex":0.00008885402,"about_ca_topic_score_gemma":0.00025523693,"teacher_disagreement_score":0.968596,"about_ca_system_score_codex":0.00007459833,"about_ca_system_score_gemma":0.000049832764,"threshold_uncertainty_score":0.51520884},"labels":[],"label_agreement":null},{"id":"W6958266910","doi":"10.6084/m9.figshare.19227082.v1","title":"Additional file 3 of Prioritization of indicators of the quality of care provided to older adults with frailty by key stakeholders from five canadian provinces","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto; University of Calgary; Dalhousie University; Université Laval","funders":"","keywords":"Prioritization; Key (lock); Quality (philosophy); Distribution (mathematics); Perception; Data collection","score_opus":0.024667715353729514,"score_gpt":0.2525428697935876,"score_spread":0.22787515443985806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958266910","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041924614,0.00006665032,1.5182214e-7,0.00018182972,0.000015088776,0.0012525448,0.9558956,0.000010597888,0.00065292657],"genre_scores_gemma":[0.47685564,1.17157406e-7,0.00014803653,0.000096402044,0.000011968749,0.00045644518,0.5222484,0.000013037598,0.00016997273],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99825937,0.000099327,0.00044198707,0.00025425083,0.00077929214,0.00016574762],"domain_scores_gemma":[0.9978612,0.0005124536,0.0005871942,0.0003842495,0.0004908594,0.00016403261],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000031279313,0.00013267495,0.00033537197,0.00014103425,0.0000664897,0.0000030897947,0.00027761175,0.00006844926,0.82274836],"category_scores_gemma":[0.0031653526,0.000107210624,0.00008356565,0.0005396781,0.00004241919,0.00005858563,0.00009654587,0.00017428116,0.000007174179],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014249749,0.00008807702,0.0010242305,0.0008563467,0.00005696652,0.0000014822605,0.0060129035,0.00003126542,0.00004997676,0.0000013366982,0.9903762,0.0013587701],"study_design_scores_gemma":[0.0040082233,0.0017792657,0.538815,0.025839156,0.0000923893,0.0000043852456,0.036584802,0.000059343743,0.019850615,0.0000100596435,0.37244415,0.00051260606],"about_ca_topic_score_codex":0.029051576,"about_ca_topic_score_gemma":0.054972276,"teacher_disagreement_score":0.8227412,"about_ca_system_score_codex":0.00020997434,"about_ca_system_score_gemma":0.002146416,"threshold_uncertainty_score":0.9774141},"labels":[],"label_agreement":null},{"id":"W6958273280","doi":"10.6084/m9.figshare.13153003","title":"Additional file 5 of Revisiting the hypothesis of syndromic frailty: a cross-sectional study of the structural validity of the frailty phenotype","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Centre Hospitalier de l’Université de Montréal; McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal; Montreal General Hospital; Jewish General Hospital","funders":"","keywords":"Phenotype; Identification (biology); Structural variation; Statistical analysis","score_opus":0.12667777218378903,"score_gpt":0.3055344010105709,"score_spread":0.17885662882678185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958273280","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24904984,0.000019633979,7.890248e-8,0.00023662462,0.000038203976,0.000552697,0.749646,0.000011531656,0.00044539492],"genre_scores_gemma":[0.95803165,2.0914159e-7,0.00011618471,0.00016041816,0.00025966926,0.00007791839,0.04113113,0.000022183816,0.00020062822],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9979883,0.00017352348,0.00062365737,0.00024073356,0.00081947364,0.00015432248],"domain_scores_gemma":[0.9953294,0.0027590923,0.0007770755,0.00059614156,0.0004879669,0.000050361068],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007527185,0.00016551602,0.00038937505,0.000025553098,0.00012856054,0.000009876219,0.0005943708,0.0000944639,0.8491605],"category_scores_gemma":[0.015378128,0.00008987891,0.00030427254,0.00040520006,0.00011140261,0.000064118445,0.0003294522,0.00034707814,0.000047054364],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009888441,0.00009496753,0.012036304,0.00082534866,0.00021583735,0.000001965627,0.00096781814,0.00016467628,0.0004999623,0.0000039834194,0.98420554,0.000884731],"study_design_scores_gemma":[0.0006452771,0.00020994061,0.9850032,0.001998695,0.000058541384,0.000019226554,0.00027940987,0.00037241168,0.0018761903,0.00004563398,0.0094061,0.00008539445],"about_ca_topic_score_codex":0.000036004574,"about_ca_topic_score_gemma":0.000014533282,"teacher_disagreement_score":0.9747994,"about_ca_system_score_codex":0.00003757312,"about_ca_system_score_gemma":0.00024815783,"threshold_uncertainty_score":0.99291575},"labels":[],"label_agreement":null},{"id":"W6958280139","doi":"10.6084/m9.figshare.22619287.v1","title":"Additional file 5 of Development of a UK core dataset for geriatric medicine research: a position statement and results from a Delphi consensus process","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Delphi; Delphi method; Core (optical fiber); Process (computing); Position statement; Position (finance)","score_opus":0.2562999585800442,"score_gpt":0.41371363666357985,"score_spread":0.15741367808353568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958280139","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022655996,0.00004008038,3.835623e-7,0.0006958951,0.000010713603,0.00091308507,0.99593884,0.000022252141,0.00011312975],"genre_scores_gemma":[0.007327216,0.000002256954,0.0027366423,0.000052770793,0.000089518384,0.0014514924,0.9881031,0.000014798816,0.0002222308],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983046,0.000026665904,0.00059598574,0.00028589784,0.00057296344,0.00021388469],"domain_scores_gemma":[0.99445575,0.004239121,0.00025225533,0.00021552845,0.00072408526,0.00011327646],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019615056,0.00010596951,0.0002484848,0.0002480287,0.00007025558,0.0000043646514,0.00008872942,0.000066137654,0.7183106],"category_scores_gemma":[0.015426696,0.00009160412,0.000020357456,0.0004595124,0.000046277546,0.000025794274,0.000091014226,0.000105565945,0.0001444423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006013537,0.000048410042,0.0000012960003,0.0009051664,0.00005776627,0.000025537094,0.0010704807,0.0000014823868,0.0001608103,3.8999246e-7,0.9958056,0.0013216718],"study_design_scores_gemma":[0.0052128015,0.0007505963,0.008771836,0.020598209,0.00003486798,0.000021148235,0.0014503304,0.00085667043,0.0013648834,0.0002124696,0.96056753,0.0001586366],"about_ca_topic_score_codex":0.00002685444,"about_ca_topic_score_gemma":0.00006314642,"teacher_disagreement_score":0.7181661,"about_ca_system_score_codex":0.0000561045,"about_ca_system_score_gemma":0.00057836104,"threshold_uncertainty_score":0.99286675},"labels":[],"label_agreement":null},{"id":"W6958306429","doi":"10.6084/m9.figshare.17284374","title":"Additional file 3 of Web-based software applications for frailty assessment in older adults: a scoping review of current status with insights into future development","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Health; University of British Columbia","funders":"","keywords":"Software; Current (fluid); Software development; Computer Applications; MEDLINE","score_opus":0.030229082799091093,"score_gpt":0.32777635394301863,"score_spread":0.29754727114392754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958306429","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001786492,0.0142828515,0.0001839625,0.00014250186,0.000016534259,0.0027007961,0.9825142,0.000032260057,0.00010904315],"genre_scores_gemma":[0.00015457219,0.00017137204,0.0580156,0.00032625158,0.000074290256,0.018761726,0.9224336,0.000023535973,0.00003901067],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852043,0.000029768882,0.000513166,0.00033158652,0.0004088092,0.00019620873],"domain_scores_gemma":[0.9974675,0.0007555308,0.00028993865,0.00032777188,0.00104921,0.00011004683],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002269783,0.00017137406,0.00041736045,0.00009699935,0.000042214142,0.000005744154,0.000094703064,0.00007016849,0.80497676],"category_scores_gemma":[0.0013119946,0.00014798314,0.000082583465,0.00043966074,0.0000127165595,0.0000627969,0.000051883315,0.0001914044,0.000040267274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000216508,0.00035765462,0.0000331783,0.09812012,0.000024494711,0.0000046399837,0.00012796158,0.0000029590758,0.0000023427856,0.0000015319233,0.8665924,0.034711048],"study_design_scores_gemma":[0.0011852127,0.000051831452,0.0048498046,0.4843029,0.000012719204,0.0000021154153,0.000058655594,0.0000368493,0.00025739448,0.0000022673134,0.5091355,0.00010478507],"about_ca_topic_score_codex":0.0000012062818,"about_ca_topic_score_gemma":0.00021421096,"teacher_disagreement_score":0.80493647,"about_ca_system_score_codex":0.00018368439,"about_ca_system_score_gemma":0.0050089224,"threshold_uncertainty_score":0.88856137},"labels":[],"label_agreement":null},{"id":"W6958333391","doi":"10.6084/m9.figshare.26731600.v1","title":"Additional file 3 of Geriatric assessment with management for older patients with cancer receiving radiotherapy: a cluster-randomised controlled pilot study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Cancer; Cohort; Quality of life (healthcare); Table (database); Cohort study; Quality (philosophy); Cancer treatment","score_opus":0.015568115199602111,"score_gpt":0.2819637212691149,"score_spread":0.2663956060695128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958333391","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004833665,0.00011803097,0.00003718514,0.00011810502,0.000048799375,0.009976796,0.98761505,0.00008321082,0.001519472],"genre_scores_gemma":[0.035069026,0.000003402954,0.006017169,0.00025824324,0.00024362732,0.061762553,0.8884649,0.00010062092,0.0080804555],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9985863,0.000043227206,0.0002980229,0.00036387923,0.00048815308,0.00022041869],"domain_scores_gemma":[0.99762774,0.0016261844,0.0001516293,0.00022929464,0.0002869911,0.000078181176],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004717886,0.00021420434,0.00047489686,0.00015692346,0.00005343005,0.00004398188,0.00009206242,0.000027769549,0.94276696],"category_scores_gemma":[0.00022267159,0.00013921857,0.000080737336,0.0002642656,0.000008057719,0.00009152919,0.000027001843,0.000114007285,0.000032339456],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009790864,0.0009292487,0.00009067996,0.0011814568,0.0013634604,0.000020884347,0.00014055888,0.000044404693,8.6838804e-7,3.007155e-7,0.98096126,0.005476003],"study_design_scores_gemma":[0.39244944,0.012516415,0.20188913,0.033553366,0.00084142876,0.00001004733,0.00022597764,0.0044609318,0.0000042385527,0.000002721023,0.35351157,0.00053473003],"about_ca_topic_score_codex":0.0000062815084,"about_ca_topic_score_gemma":0.000035429595,"teacher_disagreement_score":0.9427346,"about_ca_system_score_codex":0.00019746981,"about_ca_system_score_gemma":0.00023752505,"threshold_uncertainty_score":0.56771684},"labels":[],"label_agreement":null},{"id":"W6958347194","doi":"10.6084/m9.figshare.26691991.v1","title":"Additional file 3 of “It’s a stressful, trying time for the caretaker”: an interpretive description qualitative study of postoperative transitions in care for older adults with frailty from the perspectives of informal caregivers","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Ottawa","funders":"","keywords":"Qualitative research; Perspective (graphical); Context (archaeology); Older people; Focus group; Data collection","score_opus":0.02983380508746807,"score_gpt":0.31006341671579984,"score_spread":0.28022961162833177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958347194","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039651956,0.00025351523,0.000020664764,0.00026529867,0.000015134412,0.0030049172,0.9565651,0.00001798585,0.00020547326],"genre_scores_gemma":[0.62698907,4.5244911e-7,0.00026816025,0.000027592157,0.000027064036,0.0024989469,0.37012404,0.000016247634,0.000048446494],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99886,0.00011190629,0.00032228508,0.00027311934,0.0002876809,0.00014500321],"domain_scores_gemma":[0.994228,0.004226441,0.00014628432,0.00022469221,0.0011372099,0.000037353017],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004307678,0.00017705075,0.00032126263,0.00009590557,0.00008844047,0.000018552335,0.00015862139,0.00007387627,0.26520225],"category_scores_gemma":[0.0014331423,0.00010907471,0.00013687625,0.00023221412,0.00008978581,0.0003160488,0.000024638795,0.00020057631,0.000005111689],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084189273,0.00015694255,0.0000024243022,0.0003181498,0.00026395166,0.0000021340927,0.7613845,0.00005936479,0.000017650065,0.000004152643,0.23620445,0.00074437784],"study_design_scores_gemma":[0.0018334362,0.0024788475,0.0033589406,0.019436482,0.00012980035,0.000002483463,0.96858215,0.0023264922,0.00014609563,0.000005179804,0.0015854826,0.00011460669],"about_ca_topic_score_codex":0.00030337696,"about_ca_topic_score_gemma":0.003510443,"teacher_disagreement_score":0.5873371,"about_ca_system_score_codex":0.000121030724,"about_ca_system_score_gemma":0.00034706612,"threshold_uncertainty_score":0.73546946},"labels":[],"label_agreement":null},{"id":"W6958354196","doi":"10.6084/m9.figshare.26653359.v1","title":"Additional file 2 of “I can’t imagine having to do it on your own”: a qualitative study on postoperative transitions in care from the perspectives of older adults with frailty","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Queen's University","funders":"","keywords":"Qualitative research; Telecare; MEDLINE; Qualitative analysis; Perspective (graphical); Exploratory research","score_opus":0.03400940688383793,"score_gpt":0.33797938557353235,"score_spread":0.30396997868969444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958354196","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030493509,0.00013742088,6.7051235e-7,0.0039541055,0.0000127585645,0.0012817741,0.962789,0.000028985345,0.0013017667],"genre_scores_gemma":[0.6315466,2.0690979e-7,0.00012929857,0.00029299242,0.000051137053,0.0010995684,0.36663985,0.000022539978,0.00021776518],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9985533,0.00015901745,0.00024203656,0.0004251892,0.00046018462,0.00016031937],"domain_scores_gemma":[0.9970349,0.0020683683,0.000057354977,0.00029180304,0.00047562484,0.000071934104],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000030943098,0.00020564054,0.00029618695,0.00014978934,0.00005111425,0.00002033031,0.0001241333,0.000049127968,0.7901964],"category_scores_gemma":[0.0016736889,0.00013554124,0.0000806653,0.0004107793,0.00003250071,0.00007635654,0.000028220784,0.00036153567,0.00020234656],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017198229,0.00025758063,0.000004644705,0.000065812696,0.00007445096,0.000045931625,0.48441392,0.00001810076,0.000008939581,0.0000027056024,0.51450187,0.0004340619],"study_design_scores_gemma":[0.0012881941,0.001911438,0.041067123,0.044471037,0.00003647378,0.000005262971,0.9045481,0.00004647209,0.00018853162,0.00000439935,0.0062655737,0.00016738173],"about_ca_topic_score_codex":0.00028095668,"about_ca_topic_score_gemma":0.0021175162,"teacher_disagreement_score":0.78999406,"about_ca_system_score_codex":0.00017937673,"about_ca_system_score_gemma":0.00026280675,"threshold_uncertainty_score":0.55272114},"labels":[],"label_agreement":null},{"id":"W6958359164","doi":"10.6084/m9.figshare.20046921.v1","title":"Additional file 1 of The frailty, outcomes, recovery and care steps of critically ill patients (FORECAST) study: pilot study results","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Queen's University","funders":"","keywords":"Critically ill; MEDLINE; Index (typography); Term (time); Critical illness","score_opus":0.051642556592678024,"score_gpt":0.2783485992538991,"score_spread":0.22670604266122107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958359164","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034381103,0.000017107588,5.9765926e-9,0.00014999574,0.00007250395,0.0016955712,0.96092784,0.000022681284,0.0027331887],"genre_scores_gemma":[0.47708338,1.11381496e-7,0.00004513647,0.00032585824,0.000027311682,0.0010634288,0.52017957,0.000021837579,0.0012533797],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9978815,0.00016174135,0.00048541988,0.0003338084,0.00094611483,0.00019142056],"domain_scores_gemma":[0.9963912,0.0016168504,0.00021687348,0.00057027244,0.0011198593,0.00008499576],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000050469498,0.00017066441,0.00035110122,0.00008200115,0.00014912481,0.000009066658,0.0002662523,0.000028873917,0.87975466],"category_scores_gemma":[0.02065542,0.0001326341,0.00008611038,0.00023721419,0.000024943249,0.0000650508,0.00070745946,0.0003089807,0.000056565925],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028530473,0.002551877,0.0053394916,0.00014991897,0.00009545906,0.000010420868,0.0011387585,0.0000046481073,7.7141505e-7,1.741513e-7,0.9881522,0.0022709763],"study_design_scores_gemma":[0.0038395026,0.010441609,0.80797184,0.00092116266,0.000055107095,0.0000047896146,0.006040817,0.000007213972,0.0000062915956,0.0000076904225,0.17056389,0.00014006988],"about_ca_topic_score_codex":0.000049893344,"about_ca_topic_score_gemma":0.00025748942,"teacher_disagreement_score":0.8796981,"about_ca_system_score_codex":0.00010075016,"about_ca_system_score_gemma":0.00017283518,"threshold_uncertainty_score":0.987594},"labels":[],"label_agreement":null},{"id":"W6958363968","doi":"10.6084/m9.figshare.14361696","title":"Additional file 1 of Development and testing of the Geriatric Care Assessment Practices (G-CAP) survey","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Key (lock); MEDLINE; Geriatrics; Long-term care; Test (biology); Patient care","score_opus":0.09511184402999037,"score_gpt":0.3217580549332625,"score_spread":0.2266462109032721,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958363968","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002435236,0.00018371409,5.497804e-8,0.000050541377,0.00001705108,0.00013670555,0.99207675,0.000008872011,0.0050910935],"genre_scores_gemma":[0.032768372,5.7748525e-7,0.011206431,0.000056514622,0.000045575915,0.00017517,0.9548328,0.000010292655,0.00090429204],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9992377,0.00006458621,0.00019227249,0.00014039103,0.00027729484,0.00008776564],"domain_scores_gemma":[0.99517137,0.0035079692,0.0003742096,0.00017157497,0.0007359154,0.000038986112],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000035066034,0.00007072593,0.00013911766,0.000023712699,0.000045134006,0.00000879361,0.000062585554,0.000042153766,0.91641736],"category_scores_gemma":[0.03117758,0.000054542536,0.000026085649,0.00026484573,0.000007865773,0.000046831294,0.00013330109,0.000109247405,0.000037968253],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000002965391,0.000036818263,0.0024414645,0.0005963699,0.000026087862,0.000008475911,0.00014657485,0.000001086591,0.00003601315,1.5398288e-7,0.99137944,0.005324533],"study_design_scores_gemma":[0.00015520139,0.000022415354,0.67301863,0.002961728,0.000008984552,0.000027050171,0.00020464727,0.00002043277,0.0013554235,5.602496e-7,0.32218066,0.000044255452],"about_ca_topic_score_codex":0.000014447844,"about_ca_topic_score_gemma":0.000109965156,"teacher_disagreement_score":0.9163794,"about_ca_system_score_codex":0.00004019029,"about_ca_system_score_gemma":0.00122617,"threshold_uncertainty_score":0.97698325},"labels":[],"label_agreement":null},{"id":"W6958364168","doi":"10.6084/m9.figshare.26641732","title":"Additional file 3 of Reversing frailty in older adults: a scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bruyère; Montfort Hospital; University of Ottawa","funders":"","keywords":"Reversing; MEDLINE; Older people; Work (physics); Context (archaeology)","score_opus":0.04604408037241481,"score_gpt":0.3243976462105407,"score_spread":0.27835356583812587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958364168","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000029253572,0.017630553,1.3590643e-7,0.00035186115,0.00002684491,0.00066209433,0.9755589,0.0000686453,0.005698052],"genre_scores_gemma":[0.00020068561,0.000086377964,0.0005201774,0.00076092745,0.00012598564,0.00073395454,0.9963568,0.000022046126,0.0011930334],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99904895,0.000019929017,0.0002865738,0.00024118947,0.00023962824,0.00016371407],"domain_scores_gemma":[0.99873024,0.00085095275,0.000053533066,0.00019944148,0.00010170639,0.0000641306],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000024578114,0.000108267006,0.00025863116,0.00010342258,0.000017405344,0.000009731765,0.00007365036,0.00007073551,0.99795973],"category_scores_gemma":[0.0058178324,0.00010289465,0.0001029043,0.0003936602,0.000007694416,0.00012082569,0.000049684066,0.0002202491,0.0036946223],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000050478384,0.000023879014,6.313903e-7,0.045107875,0.000008901536,0.0000934918,0.00005978448,1.6356263e-7,8.99138e-7,2.753869e-7,0.94551593,0.009183136],"study_design_scores_gemma":[0.00015401239,0.000021010936,0.00047708635,0.6455197,0.0000067886335,0.00003971075,0.000012272147,0.00008307977,0.00001873402,0.0000015894118,0.35360408,0.000061964245],"about_ca_topic_score_codex":0.0000046192554,"about_ca_topic_score_gemma":0.000023972561,"teacher_disagreement_score":0.99426514,"about_ca_system_score_codex":0.00007252217,"about_ca_system_score_gemma":0.00025642797,"threshold_uncertainty_score":0.9970811},"labels":[],"label_agreement":null},{"id":"W6958365107","doi":"10.6084/m9.figshare.25341238.v2","title":"Additional file 1 of Age- and sex-specific associations of frailty with mortality and healthcare utilization in community-dwelling adults from Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Laurentian University; McMaster University; Health Sciences North; Dalhousie University; NOSM University","funders":"","keywords":"Health care; MEDLINE; Population; Disease; Public health","score_opus":0.11460828678471072,"score_gpt":0.3011067173588954,"score_spread":0.18649843057418466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958365107","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06514547,0.0003224856,2.9428037e-7,0.00008179604,0.00001174025,0.00019654397,0.93382215,0.000014713922,0.0004047948],"genre_scores_gemma":[0.36567098,0.000003542962,0.0001516069,0.000045141376,0.000017972437,0.0000581003,0.633899,0.000008023612,0.0001456467],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99922895,0.000058156627,0.00022792479,0.00014644902,0.0002391373,0.000099373705],"domain_scores_gemma":[0.9982208,0.0013429427,0.0000833219,0.00016448958,0.00012211782,0.000066330605],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000028075949,0.00009092398,0.00020912987,0.000052476575,0.000051461117,0.000011484978,0.000043439737,0.00007166841,0.62845653],"category_scores_gemma":[0.0004576403,0.00008805893,0.000015709877,0.00015645877,0.000017028797,0.000067003035,0.00003340253,0.0003390546,0.0000032016114],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012711045,0.000036762744,0.006317294,0.0006173721,0.000042477208,0.000038011472,0.0021256767,0.000006232389,0.0000017165305,0.0000024976334,0.9891719,0.001627308],"study_design_scores_gemma":[0.00033441614,0.000078728095,0.84206134,0.013472068,0.000010536473,0.0000045810693,0.0006324341,0.00040759292,0.000035569046,0.00003666058,0.14284569,0.00008040576],"about_ca_topic_score_codex":0.8000181,"about_ca_topic_score_gemma":0.992612,"teacher_disagreement_score":0.84632623,"about_ca_system_score_codex":0.00022692792,"about_ca_system_score_gemma":0.00073630165,"threshold_uncertainty_score":0.37188312},"labels":[],"label_agreement":null},{"id":"W6958401406","doi":"10.6084/m9.figshare.26733337","title":"Additional file 3 of Exploring the perspectives of older adults who are pre-frail and frail to identify interventions to reduce sedentary behaviour and improve mobility: a thematic content analysis","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Osteoporosis Canada; University of Waterloo; McMaster University; University of Manitoba","funders":"","keywords":"Thematic analysis; Sample (material); Psychological intervention; Content analysis; Qualitative analysis; Qualitative research","score_opus":0.0745815519076916,"score_gpt":0.3334528240443707,"score_spread":0.2588712721366791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958401406","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24392702,0.00067528995,0.0000035658604,0.0005800946,0.000023754563,0.00081516255,0.753908,0.00002917125,0.00003797833],"genre_scores_gemma":[0.8798398,0.0000064262367,0.00031065536,0.00008165023,0.00008298479,0.005250857,0.11190948,0.000027898039,0.0024902625],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99865305,0.000041291485,0.00040047767,0.00042651003,0.00032071324,0.00015792588],"domain_scores_gemma":[0.99816597,0.0008444834,0.000117666335,0.00037338055,0.00035081306,0.00014769583],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006420387,0.00016529311,0.00039764453,0.0002803136,0.000053657048,0.000046945166,0.00012765062,0.00004694025,0.6597827],"category_scores_gemma":[0.0028958782,0.0001263124,0.00028184196,0.0005311438,0.000035479025,0.00016674139,0.00022927484,0.00017788932,0.000051970575],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005782434,0.00021204012,0.00023277404,0.0038113545,0.0006207848,0.000014755038,0.020494953,0.0000032309704,0.000093194896,0.0000014152184,0.97018313,0.0042745667],"study_design_scores_gemma":[0.00048824257,0.00038094353,0.8568199,0.083689764,0.0007357055,0.00002763355,0.05447574,0.00027168772,0.00083714206,0.000015639363,0.002057511,0.00020006642],"about_ca_topic_score_codex":0.00008978935,"about_ca_topic_score_gemma":0.00025684538,"teacher_disagreement_score":0.9681256,"about_ca_system_score_codex":0.000074872885,"about_ca_system_score_gemma":0.000049858332,"threshold_uncertainty_score":0.515087},"labels":[],"label_agreement":null},{"id":"W6958422577","doi":"10.6084/m9.figshare.14471394.v1","title":"Additional file 2 of Effects of comprehensive geriatric care models on postoperative outcomes in geriatric surgical patients: a systematic review and meta-analysis","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Western University; University of Toronto","funders":"","keywords":"MEDLINE; Geriatrics; Geriatric care; Systematic review; Standard of care","score_opus":0.03455706745369261,"score_gpt":0.28200778281116307,"score_spread":0.24745071535747046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958422577","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002778844,0.026272679,7.6551636e-8,0.00008805299,0.000005358462,0.0014493094,0.97163224,0.000009518492,0.0002648933],"genre_scores_gemma":[0.022523278,0.00007790969,0.00021057866,0.0005692151,0.000007824497,0.0023559276,0.9734486,0.000019282355,0.0007874135],"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","domain_scores_codex":[0.9982407,0.00027972722,0.00062432967,0.00030379786,0.00041787536,0.00013357545],"domain_scores_gemma":[0.994085,0.0040598814,0.00033486984,0.00035507622,0.0010890794,0.00007605306],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000017991346,0.00020943282,0.0025848236,0.0002437619,0.000018573792,0.000006575312,0.000074277144,0.000081669416,0.7743499],"category_scores_gemma":[0.004062912,0.00014904815,0.00068214297,0.0009209299,0.000009860856,0.000070480324,0.000076605866,0.00013163888,0.00006675496],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014429869,0.00026740073,0.000010151406,0.36221027,0.01655543,0.00014284956,0.00023382668,0.000057591555,4.4483514e-7,0.0000026881658,0.620497,0.000007889675],"study_design_scores_gemma":[0.008875701,0.0023719948,0.035489075,0.30904472,0.63239914,0.00012969958,0.00093544956,0.0008067853,0.00035089286,0.00002639935,0.008037086,0.0015330754],"about_ca_topic_score_codex":0.0000066705347,"about_ca_topic_score_gemma":0.000010600216,"teacher_disagreement_score":0.7742832,"about_ca_system_score_codex":0.000056738983,"about_ca_system_score_gemma":0.000098864824,"threshold_uncertainty_score":0.6078007},"labels":[],"label_agreement":null},{"id":"W6958426762","doi":"10.6084/m9.figshare.26691988","title":"Additional file 2 of “It’s a stressful, trying time for the caretaker”: an interpretive description qualitative study of postoperative transitions in care for older adults with frailty from the perspectives of informal caregivers","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Ottawa","funders":"","keywords":"Qualitative research; Perspective (graphical); Context (archaeology); Older people; Focus group; Data collection","score_opus":0.029397580982563978,"score_gpt":0.3099270943649273,"score_spread":0.28052951338236337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958426762","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039217312,0.00025586455,0.00002020258,0.00026529207,0.000015091461,0.0030014866,0.95699835,0.000018007528,0.0002084093],"genre_scores_gemma":[0.62456584,4.56155e-7,0.00026542586,0.000027566568,0.00002709121,0.0024941012,0.3725556,0.000016203152,0.000047713336],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988602,0.000111965564,0.00032228485,0.00027304856,0.00028757122,0.00014496793],"domain_scores_gemma":[0.9942571,0.0042078258,0.00014643215,0.00022460955,0.0011266886,0.000037350113],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000042896296,0.00017702469,0.00032130076,0.000095880045,0.00008845232,0.000018553848,0.00015863177,0.00007388193,0.26620108],"category_scores_gemma":[0.0014189935,0.00010906834,0.00013686146,0.00023213578,0.00008977938,0.0003160247,0.00002465094,0.00020057226,0.0000050197004],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008308897,0.00015640815,0.0000023487626,0.00031489792,0.0002632051,0.00000215324,0.7586004,0.000059376853,0.000017040587,0.0000042211177,0.23899928,0.0007497404],"study_design_scores_gemma":[0.0018260098,0.0024866774,0.0033367998,0.019308181,0.0001306372,0.000002512469,0.96871907,0.0023146388,0.00014298632,0.000005211026,0.0016126815,0.00011460522],"about_ca_topic_score_codex":0.0003030317,"about_ca_topic_score_gemma":0.0035077159,"teacher_disagreement_score":0.58534855,"about_ca_system_score_codex":0.000120655706,"about_ca_system_score_gemma":0.00034561218,"threshold_uncertainty_score":0.7344697},"labels":[],"label_agreement":null},{"id":"W6958463665","doi":"10.6084/m9.figshare.26626978.v1","title":"Additional file 1 of Assessment of frailty by paramedics using the clinical frailty scale - an inter-rater reliability and accuracy study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Reliability (semiconductor); Scale (ratio); MEDLINE; Clinical Practice; Frailty Index","score_opus":0.12287695625975842,"score_gpt":0.43521388029595487,"score_spread":0.31233692403619645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958463665","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04032934,0.000059083282,0.0000062880995,0.00022714803,0.00007357598,0.0006454779,0.95821977,0.00004194076,0.0003973635],"genre_scores_gemma":[0.38626832,0.0000021047197,0.0017478596,0.0002097139,0.00021360685,0.00029859168,0.6108358,0.000027840111,0.00039614804],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981687,0.00019790129,0.000625424,0.00040088108,0.00044023545,0.00016683743],"domain_scores_gemma":[0.994131,0.004742007,0.00016882295,0.0005746202,0.00024769607,0.00013583618],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00023351474,0.00016026935,0.00036586114,0.000040961273,0.000049978706,0.000034494686,0.00018377703,0.00013660279,0.9186978],"category_scores_gemma":[0.006441603,0.00010788832,0.00011427852,0.00017210688,0.000108410066,0.00018402976,0.00020029715,0.0005137296,0.000054633194],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000197201,0.0005502584,0.0013046652,0.00029810224,0.000069328635,0.000010185449,0.00026446907,0.00000250592,0.000016895585,2.230653e-7,0.98869956,0.008764102],"study_design_scores_gemma":[0.00087569957,0.0014968502,0.21868105,0.007867826,0.00012492166,0.000036192705,0.0009695432,0.019345619,0.000102753285,0.000057711786,0.75022936,0.00021246549],"about_ca_topic_score_codex":0.00002711202,"about_ca_topic_score_gemma":0.0000264753,"teacher_disagreement_score":0.9186431,"about_ca_system_score_codex":0.00005023311,"about_ca_system_score_gemma":0.00039091383,"threshold_uncertainty_score":0.77116656},"labels":[],"label_agreement":null},{"id":"W6958529714","doi":"10.6084/m9.figshare.19607563.v1","title":"Additional file 3 of Evaluations of postoperative transitions in care for older adults: a scoping review","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; Queen's University","funders":"","keywords":"MEDLINE; Health care; Data collection; Patient care; Work (physics)","score_opus":0.04772330873963632,"score_gpt":0.3520539463732073,"score_spread":0.304330637633571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958529714","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000117898,0.0040154383,6.9161325e-7,0.00063646474,0.000008528625,0.002460982,0.9921741,0.000010999729,0.00068099366],"genre_scores_gemma":[0.0020093017,0.000007383412,0.0007446557,0.0006438838,0.000015911943,0.01582244,0.9806066,0.000012360702,0.00013746726],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9991569,0.000048920538,0.00029740614,0.00015032868,0.0002497961,0.00009664621],"domain_scores_gemma":[0.9986128,0.00056623004,0.000104792976,0.00014964679,0.0005351776,0.000031304597],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000024653635,0.00007307604,0.00024980298,0.00008744976,0.00006449388,0.0000013960442,0.000066405635,0.000024176003,0.9921058],"category_scores_gemma":[0.0031352146,0.00007770437,0.00011177062,0.00027931662,0.000007769151,0.00004931451,0.000027324702,0.00010861624,0.0000408475],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019407447,0.000084640444,4.0050963e-7,0.010277951,0.000011047649,0.0000021071655,0.0016134898,0.000026358874,0.0000047885856,0.0000012221602,0.9857978,0.002160782],"study_design_scores_gemma":[0.001667091,0.0004001042,0.001005935,0.8791859,0.00004148111,0.000023796969,0.0025755262,0.00029183936,0.0001179493,0.000004401448,0.114563465,0.00012252151],"about_ca_topic_score_codex":0.0000034591949,"about_ca_topic_score_gemma":0.00007677234,"teacher_disagreement_score":0.99206495,"about_ca_system_score_codex":0.00007948946,"about_ca_system_score_gemma":0.0005353717,"threshold_uncertainty_score":0.3753371},"labels":[],"label_agreement":null},{"id":"W6958530984","doi":"10.6084/m9.figshare.21550989","title":"Additional file 3 of The impact of facility-based transitional care programs on function and discharge destination for older adults with cognitive impairment: a systematic review","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Table (database); Transitional care; Cognition; Cohort; Function (biology); Cohort study; Older people","score_opus":0.019062110188966794,"score_gpt":0.2618211951306631,"score_spread":0.2427590849416963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958530984","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009554588,0.000374447,0.0000037517282,0.000053203483,0.0000046302835,0.0054796245,0.99307674,0.000016480879,0.00003566345],"genre_scores_gemma":[0.31598115,2.5262267e-7,0.000025262427,0.00008119474,0.0000072703033,0.011264343,0.6726077,0.000007437635,0.000025341453],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99901927,0.00008054534,0.00022846788,0.00017543575,0.00039399992,0.000102272454],"domain_scores_gemma":[0.9984622,0.000624905,0.00024238914,0.00012839612,0.0004994753,0.000042633776],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003638354,0.00012143457,0.00027378256,0.00004233771,0.00009481196,0.0000042030956,0.000045603254,0.000025024614,0.62678635],"category_scores_gemma":[0.0010268913,0.00007521157,0.0001702303,0.00018409574,0.000017475946,0.000042188516,0.000013457363,0.000105031526,0.000009114144],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009144094,0.0005938993,0.000048053716,0.3733982,0.00014934433,0.0000015810473,0.0005889716,0.000022957327,0.0000016277951,8.0038296e-7,0.6235919,0.000688216],"study_design_scores_gemma":[0.0036462862,0.0042663724,0.032858048,0.95684105,0.00033025883,0.000046327044,0.00085947366,0.00061298534,0.000031542775,0.0000041810003,0.00036012277,0.00014338209],"about_ca_topic_score_codex":0.000002847707,"about_ca_topic_score_gemma":0.0000032672401,"teacher_disagreement_score":0.62677723,"about_ca_system_score_codex":0.00010174171,"about_ca_system_score_gemma":0.00022618985,"threshold_uncertainty_score":0.3735548},"labels":[],"label_agreement":null},{"id":"W6958568262","doi":"10.6084/m9.figshare.26641729","title":"Additional file 2 of Reversing frailty in older adults: a scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bruyère; Montfort Hospital; University of Ottawa","funders":"","keywords":"Reversing; MEDLINE; Older people; Work (physics); Context (archaeology)","score_opus":0.04517028912957997,"score_gpt":0.3242190351751628,"score_spread":0.27904874604558283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958568262","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000028750708,0.01784312,1.3147319e-7,0.00035151895,0.000026711383,0.00066039443,0.9752382,0.00006869875,0.0058083166],"genre_scores_gemma":[0.00019395212,0.000087464345,0.0005130881,0.0007605892,0.00012627669,0.00073257065,0.99639565,0.00002197948,0.0011684431],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.99904925,0.000019944062,0.00028657352,0.00024110045,0.00023949814,0.00016365731],"domain_scores_gemma":[0.998737,0.0008455723,0.000053608386,0.00019933034,0.00010036375,0.000064121385],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000024431532,0.00010824429,0.00025867487,0.000103383376,0.000017408665,0.000009732896,0.00007365722,0.00007074323,0.9979745],"category_scores_gemma":[0.005736529,0.00010288609,0.00010288847,0.000393471,0.000007693631,0.00012081257,0.000049718958,0.00022024279,0.0036006023],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004981474,0.000023894841,6.0689024e-7,0.04471826,0.000008914782,0.00009521326,0.000059869497,1.64516e-7,8.599656e-7,2.834397e-7,0.94575936,0.009327619],"study_design_scores_gemma":[0.0001524976,0.000021019572,0.0004706702,0.6429172,0.000006823101,0.000040208244,0.000012174558,0.00008213918,0.000018094304,0.0000015965315,0.35621586,0.00006171006],"about_ca_topic_score_codex":0.000004611766,"about_ca_topic_score_gemma":0.000023945942,"teacher_disagreement_score":0.9943739,"about_ca_system_score_codex":0.00007220223,"about_ca_system_score_gemma":0.00025489877,"threshold_uncertainty_score":0.9971752},"labels":[],"label_agreement":null},{"id":"W6958575447","doi":"10.6084/m9.figshare.19607560","title":"Additional file 2 of Evaluations of postoperative transitions in care for older adults: a scoping review","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ottawa Hospital; Queen's University","funders":"","keywords":"MEDLINE; Health care; Data collection; Patient care; Work (physics)","score_opus":0.046843041593056654,"score_gpt":0.35189652287621886,"score_spread":0.30505348128316223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958575447","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011604478,0.0040613716,6.708736e-7,0.000635993,0.000008490798,0.0024555442,0.992122,0.000011009352,0.0006933172],"genre_scores_gemma":[0.0019495788,0.0000074785216,0.00073621864,0.0006444343,0.00001596605,0.015814926,0.98068404,0.000012341819,0.00013501897],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9991571,0.00004895461,0.00029740584,0.00015027745,0.00024967093,0.00009661528],"domain_scores_gemma":[0.9986226,0.0005629344,0.000104930834,0.00014957243,0.0005286669,0.000031300984],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000024517927,0.00007306189,0.00024984192,0.00008741917,0.000064505235,0.0000013961939,0.00006641134,0.00002417844,0.99215835],"category_scores_gemma":[0.0030946545,0.0000776984,0.00011175475,0.00027919275,0.000007768419,0.00004930957,0.00002734241,0.00010861337,0.00003988391],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019154484,0.00008461534,3.8579654e-7,0.010183469,0.000011052779,0.0000021410015,0.0016141379,0.00002647656,0.0000045915763,0.0000012539622,0.9858623,0.0021903843],"study_design_scores_gemma":[0.0016608922,0.00040241965,0.0009988144,0.8765813,0.00004190073,0.0000242021,0.0025704573,0.00029035052,0.00011484544,0.0000044435333,0.11718765,0.00012271755],"about_ca_topic_score_codex":0.0000034540192,"about_ca_topic_score_gemma":0.00007669368,"teacher_disagreement_score":0.9921185,"about_ca_system_score_codex":0.00007916581,"about_ca_system_score_gemma":0.00053242577,"threshold_uncertainty_score":0.3704814},"labels":[],"label_agreement":null},{"id":"W6958624242","doi":"10.6084/m9.figshare.26586489","title":"Additional file 1 of The Clinical Frailty Scale for mortality prediction of old acutely admitted intensive care patients: a meta-analysis of individual patient-level data","year":2024,"lang":"en","type":"article","venue":"Open MIND","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; University of Alberta","funders":"","keywords":"Table (database); Scale (ratio); Life table; Intensive care; Chart","score_opus":0.3828260391096873,"score_gpt":0.4298378638920851,"score_spread":0.04701182478239779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958624242","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15850076,0.000049225386,0.000022114351,0.00014288674,0.00012485046,0.001129371,0.8397469,0.000001970144,0.00028194534],"genre_scores_gemma":[0.39793304,0.0000020856705,0.008141355,0.00022284596,0.000049117574,0.0002505433,0.5925366,0.000019990965,0.0008443602],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99737155,0.00013278,0.0011121159,0.0005245791,0.0007217884,0.00013715297],"domain_scores_gemma":[0.9946684,0.0017524357,0.0005114499,0.0011571272,0.0018300856,0.00008045416],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000311542,0.0001573896,0.0010184869,0.00013932468,0.000035192486,0.000021443102,0.0007113155,0.00014663553,0.2414114],"category_scores_gemma":[0.005058287,0.000103943275,0.0008117877,0.00065932696,0.00024893307,0.00022914768,0.0007664532,0.00020434028,0.000010988407],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014043546,0.00035731777,0.0058770203,0.00010139054,0.06207448,0.0000014087002,0.0017849451,0.0000054192706,0.000010263767,7.8459465e-7,0.91105694,0.01858961],"study_design_scores_gemma":[0.0015851161,0.0012041285,0.58784235,0.00047328768,0.25203684,0.0000028977943,0.004045043,0.0019583686,0.00140846,0.000019623494,0.14924023,0.00018369783],"about_ca_topic_score_codex":0.000105849744,"about_ca_topic_score_gemma":0.00041219027,"teacher_disagreement_score":0.7618167,"about_ca_system_score_codex":0.000029764831,"about_ca_system_score_gemma":0.0003902694,"threshold_uncertainty_score":0.75928205},"labels":[],"label_agreement":null},{"id":"W6958634458","doi":"10.6084/m9.figshare.20444161.v1","title":"Additional file 2 of Life-space, frailty, and health-related quality of life","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Table (database); Quality (philosophy); Key (lock); Data file; Data quality","score_opus":0.10724690153562158,"score_gpt":0.32180600887181104,"score_spread":0.21455910733618946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958634458","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007167185,0.0004857702,4.486671e-8,0.0020873288,0.000022954622,0.00028295617,0.99279404,0.000041171617,0.0035690395],"genre_scores_gemma":[0.03859124,0.0000017181084,0.0002220734,0.0010158662,0.000053088064,0.0004351679,0.9564444,0.000018958734,0.0032174774],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985691,0.00010003659,0.0005071139,0.00020260642,0.00045458958,0.00016656189],"domain_scores_gemma":[0.9978518,0.0010994716,0.0004163879,0.00026101756,0.00014349408,0.00022785286],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008287944,0.00010467916,0.00041159458,0.00008222584,0.000079238,0.0000032482176,0.000100049336,0.000060620845,0.997067],"category_scores_gemma":[0.008558338,0.000110241446,0.000083854036,0.00024726384,0.000022603976,0.0000432674,0.00019938884,0.000276131,0.0002580573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005066662,0.00012699011,0.00009792944,0.00063006644,0.000050593124,0.0000030557019,0.00016434064,0.0000072453104,0.0000057122356,0.000009604872,0.9982322,0.00062160136],"study_design_scores_gemma":[0.0010862591,0.00033919397,0.13275087,0.001417066,0.0000050368903,0.000014942666,0.00018600166,0.000112598325,0.000015343077,0.000042609376,0.86392385,0.00010622985],"about_ca_topic_score_codex":0.0001163631,"about_ca_topic_score_gemma":0.000032841992,"teacher_disagreement_score":0.9968089,"about_ca_system_score_codex":0.000052585914,"about_ca_system_score_gemma":0.000643422,"threshold_uncertainty_score":0.999793},"labels":[],"label_agreement":null},{"id":"W6958685983","doi":"10.6084/m9.figshare.20306740.v1","title":"Additional file 1 of Family caregivers’ preparedness to support the physical activity of patients at risk for hospital readmission in rural communities: an interpretive descriptive study","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; York University","funders":"","keywords":"Descriptive research; Physical activity; Preparedness; Hospital readmission; Descriptive statistics; Qualitative research","score_opus":0.034257897205653316,"score_gpt":0.2952653347811426,"score_spread":0.2610074375754893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958685983","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4786651,5.309278e-7,7.45595e-8,0.0000056728086,0.000019097937,0.0010555796,0.52012414,0.000007866962,0.0001219396],"genre_scores_gemma":[0.5853479,3.1851897e-8,0.000013042317,0.00001468847,0.00001368382,0.0024540368,0.41202182,0.000011169837,0.0001236115],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9989166,0.0002116682,0.00016055047,0.00014841337,0.00040668948,0.00015603988],"domain_scores_gemma":[0.9975699,0.0014665204,0.00020970678,0.00035218365,0.00032179826,0.000079855854],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003773847,0.0001325567,0.0002749467,0.00007182004,0.00013726953,0.0000045800375,0.00026829704,0.000028539906,0.64238614],"category_scores_gemma":[0.0017413392,0.00010961517,0.000099209305,0.00016247634,0.00002788488,0.00011886476,0.00053649786,0.00022839833,0.000016793514],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009167952,0.0019898987,0.0006179138,0.000043550866,0.00004137569,0.000002343577,0.21140996,0.000013462448,0.000008594204,7.068925e-8,0.78346264,0.0014934094],"study_design_scores_gemma":[0.0020102477,0.016768012,0.40876117,0.0019650778,0.000047513862,0.0000015706138,0.5494903,0.00061930466,0.00015858984,0.0000057046623,0.019964531,0.00020799691],"about_ca_topic_score_codex":0.00036516675,"about_ca_topic_score_gemma":0.00022179067,"teacher_disagreement_score":0.7634981,"about_ca_system_score_codex":0.0005592606,"about_ca_system_score_gemma":0.00022364296,"threshold_uncertainty_score":0.4469977},"labels":[],"label_agreement":null},{"id":"W6958708928","doi":"10.6084/m9.figshare.7961525.v1","title":"Additional file 5: of Can the effects of the mobilization of vulnerable elders in Ontario (MOVE ON) implementation be replicated in new settings: an interrupted time series design","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interrupted time series; Audit; Mobilization; Interrupted Time Series Analysis; Series (stratigraphy)","score_opus":0.0208601159501581,"score_gpt":0.2610382586589579,"score_spread":0.2401781427087998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958708928","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060306653,0.000007858327,7.358828e-7,0.00057400373,0.000029052171,0.0027050683,0.93552417,0.000020553201,0.00083192246],"genre_scores_gemma":[0.28531104,2.6974655e-7,0.00029367933,0.00044142565,0.00001472255,0.00042036612,0.7100819,0.000020760523,0.0034158297],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99912447,0.00012590108,0.00028521885,0.00015530094,0.0002019635,0.000107131804],"domain_scores_gemma":[0.99809396,0.0012224277,0.00023959245,0.00031022454,0.00010907449,0.000024722012],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000063649335,0.00008940701,0.00017616084,0.00007249826,0.000015584998,0.000004071838,0.00012612292,0.00005573408,0.8028376],"category_scores_gemma":[0.0025003222,0.000062897634,0.000037052774,0.00025638184,0.000012887406,0.00009368953,0.000034622954,0.00017297652,0.000027905106],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010032514,0.00007010488,0.00051454676,0.00022282577,0.000018366722,8.787003e-7,0.0025164618,0.0003010018,0.0020299952,0.0000011894526,0.9934358,0.00078853016],"study_design_scores_gemma":[0.005830911,0.0036376503,0.61759573,0.0331534,0.00005265647,0.000017996601,0.002852538,0.0024039156,0.27510598,0.00014931273,0.05884157,0.00035831318],"about_ca_topic_score_codex":0.004394244,"about_ca_topic_score_gemma":0.03355389,"teacher_disagreement_score":0.9345942,"about_ca_system_score_codex":0.00014166608,"about_ca_system_score_gemma":0.00047048976,"threshold_uncertainty_score":0.9840812},"labels":[],"label_agreement":null},{"id":"W6958761302","doi":"10.6084/m9.figshare.17284368.v1","title":"Additional file 1 of Web-based software applications for frailty assessment in older adults: a scoping review of current status with insights into future development","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Health; University of British Columbia","funders":"","keywords":"Software; Vocabulary; Current (fluid); Software development; Computer Applications; Systematic review","score_opus":0.030747365842069555,"score_gpt":0.32822682541186843,"score_spread":0.2974794595697989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958761302","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017707423,0.014187973,0.00018264013,0.00014293824,0.000016352873,0.0026964953,0.9826154,0.000032248856,0.00010823347],"genre_scores_gemma":[0.0001526595,0.00016870539,0.058561474,0.00032597885,0.00007333497,0.019076874,0.92157924,0.000023499868,0.00003820748],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852055,0.000029797284,0.00051294005,0.0003317297,0.00040872683,0.00019622367],"domain_scores_gemma":[0.9974694,0.00076221983,0.00028989927,0.00032826574,0.0010401588,0.000110058325],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000022708015,0.00017139794,0.00041731825,0.000097031414,0.000042217736,0.0000057324964,0.000094762065,0.0000701744,0.8088197],"category_scores_gemma":[0.001312343,0.00014802047,0.00008258868,0.0004398222,0.0000127156645,0.0000627491,0.000051920462,0.00019144312,0.000039836108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002145853,0.000356754,0.000033034703,0.096348934,0.000024441571,0.000004571541,0.00012757261,0.0000029493042,0.0000023300115,0.000001536859,0.8689504,0.03412601],"study_design_scores_gemma":[0.0011720374,0.000052028954,0.0048905397,0.4856923,0.000012864474,0.0000021403137,0.00005907502,0.000036880258,0.0002525927,0.0000022662427,0.50772226,0.000105027255],"about_ca_topic_score_codex":0.0000011928795,"about_ca_topic_score_gemma":0.00021278005,"teacher_disagreement_score":0.8087799,"about_ca_system_score_codex":0.00018296596,"about_ca_system_score_gemma":0.005006196,"threshold_uncertainty_score":0.8880777},"labels":[],"label_agreement":null},{"id":"W6958781077","doi":"10.6084/m9.figshare.c.3726229_d5","title":"Additional file 5: of An evaluation of the comparative effectiveness of geriatrician-led comprehensive geriatric assessment for improving patient and healthcare system outcomes for older adults: a protocol for a systematic review and network meta-analysis","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Authorization; Health care; Healthcare system; Systematic review; MEDLINE","score_opus":0.11154430089661484,"score_gpt":0.41291731212837873,"score_spread":0.3013730112317639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958781077","genre_codex":"dataset","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008027098,0.000576961,0.000027764521,0.0000338828,0.000008742795,0.27891374,0.72034675,0.0000063042517,0.0000056069584],"genre_scores_gemma":[0.037159514,2.6822443e-7,0.0028405783,0.000035502275,0.000022946595,0.8276648,0.13224953,0.000016942398,0.000009932828],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9976249,0.0005712721,0.00086826214,0.0003323869,0.00044447387,0.00015870377],"domain_scores_gemma":[0.98804235,0.005125749,0.002685794,0.00058239594,0.003501845,0.00006183838],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00052594976,0.00021855556,0.0024952232,0.00008058186,0.00019046008,0.000019606425,0.00014741496,0.00007742808,0.012576347],"category_scores_gemma":[0.004077079,0.0001336696,0.0006642108,0.00016027188,0.000022623526,0.00010607679,0.00007378818,0.000056179746,2.556387e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023227355,0.00011689852,0.00002252629,0.9478815,0.009917298,1.137774e-7,0.00015073213,0.000053959713,0.000001731001,0.0000062497325,0.041452974,0.00016372933],"study_design_scores_gemma":[0.014812456,0.0035125166,0.1132585,0.5340882,0.2480716,0.000015617481,0.0012119953,0.08375136,0.00018364056,0.00005064773,0.00047600502,0.00056749035],"about_ca_topic_score_codex":0.000019426063,"about_ca_topic_score_gemma":0.000036566824,"teacher_disagreement_score":0.5880972,"about_ca_system_score_codex":0.000105065876,"about_ca_system_score_gemma":0.00026269958,"threshold_uncertainty_score":0.9883263},"labels":[],"label_agreement":null},{"id":"W6958937863","doi":"10.6084/m9.figshare.26986504.v1","title":"Additional file 8 of Screening for the primary prevention of fragility fractures among adults aged 40 years and older in primary care: systematic reviews of the effects and acceptability of screening and treatment, and the accuracy of risk prediction tools","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Stakeholder; Fragility; Informed consent; Systematic review; Primary prevention; Primary care; MEDLINE","score_opus":0.023811316664241838,"score_gpt":0.28027309746763446,"score_spread":0.2564617808033926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6958937863","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29702,0.011863808,0.000012889664,0.00001650245,0.00001497205,0.0055847634,0.68544114,0.000007919768,0.000038007824],"genre_scores_gemma":[0.950193,0.00028372134,0.00054882845,0.000011345468,0.000026636104,0.0013042402,0.047603045,0.000012931136,0.000016240801],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9985009,0.0003768993,0.0006179061,0.0002157255,0.00020408288,0.00008450142],"domain_scores_gemma":[0.98426086,0.014679409,0.0006221025,0.00029861537,0.000113414615,0.000025631007],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037583426,0.000137076,0.00061898463,0.00005219738,0.00004504038,0.000011885204,0.00007399159,0.00008631232,0.008509345],"category_scores_gemma":[0.013494272,0.00007114715,0.00014216788,0.00014129144,0.00015787955,0.00017228631,0.00009683776,0.00014760153,8.772045e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018252138,0.00025624246,0.033652566,0.5472121,0.00079287513,0.0000018390516,0.014551823,0.000018340063,0.0002120756,0.0000021630149,0.077158526,0.32431623],"study_design_scores_gemma":[0.0017953466,0.0001915622,0.91590655,0.08051974,0.0002910846,0.0000045654997,0.00032008367,0.00037993677,0.00031143505,0.000014597217,0.00022145562,0.000043628374],"about_ca_topic_score_codex":0.000082463026,"about_ca_topic_score_gemma":0.00008212464,"teacher_disagreement_score":0.882254,"about_ca_system_score_codex":0.000029690427,"about_ca_system_score_gemma":0.00005605951,"threshold_uncertainty_score":0.99481547},"labels":[],"label_agreement":null},{"id":"W6964004007","doi":"10.25419/rcsi.14915262","title":"Frailty in Hospitalised Older Adults and their Spouses: A Cross-Sectional Study","year":2021,"lang":"en","type":"dissertation","venue":"Royal College of Surgeons in Ireland","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spouse; Context (archaeology); Geriatrics; Depression (economics); Marital status; Geriatric Depression Scale; Cognition; Activities of daily living; Cognitive impairment","score_opus":0.012861424861857707,"score_gpt":0.28498637034130714,"score_spread":0.27212494547944943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6964004007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99155843,0.0015036191,4.4701235e-7,0.00004335597,0.0009017987,0.0019419537,0.00071063096,0.00003441791,0.0033053278],"genre_scores_gemma":[0.982195,0.00010775607,0.000031887488,0.000021299293,0.000068067515,0.00020239009,0.0010852747,0.00007816369,0.016210163],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9969297,0.00013682865,0.0011358717,0.00083551346,0.0005535073,0.00040858943],"domain_scores_gemma":[0.9982618,0.00045490908,0.00028753869,0.00048356687,0.00036362023,0.00014857834],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00050825434,0.0004951911,0.00120098,0.0006616588,0.00007173714,0.000031630752,0.00015635093,0.0006337931,0.0004060654],"category_scores_gemma":[0.00057761703,0.00045854488,0.000185976,0.000661836,0.0001016817,0.00007618594,0.00006421768,0.0008501885,0.0000045429874],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018949693,0.0018546215,0.98824143,0.00080238556,0.00016943834,0.0008210579,0.0050863335,0.000019333002,0.000011626037,0.0000122710335,0.0006527965,0.00043375365],"study_design_scores_gemma":[0.010015439,0.00040704515,0.9744604,0.0024709175,0.000047418132,0.00003668509,0.011730722,0.00015760206,0.000104036015,0.000024484938,0.00017149132,0.00037375363],"about_ca_topic_score_codex":0.0035890634,"about_ca_topic_score_gemma":0.03907584,"teacher_disagreement_score":0.035486776,"about_ca_system_score_codex":0.00018210927,"about_ca_system_score_gemma":0.00050890713,"threshold_uncertainty_score":0.9997866},"labels":[],"label_agreement":null},{"id":"W6964090302","doi":"10.25384/sage.23564322","title":"sj-pdf-1-cjk-10.1177_20543581231181026 – Supplemental material for Physical Frailty and Functional Status in Patients With Advanced Chronic Kidney Disease: A Systematic Review","year":2023,"lang":"en","type":"article","venue":"Sage Journals Data","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Kidney disease; Disease; MEDLINE; Systematic review; Physical activity","score_opus":0.03086992433449743,"score_gpt":0.32261094648666055,"score_spread":0.29174102215216313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6964090302","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40557405,0.11041681,0.00077480316,0.023055196,0.0023212621,0.03331893,0.42383158,0.00052138034,0.0001859855],"genre_scores_gemma":[0.60520977,0.05722652,0.001977504,0.0049817762,0.0026203922,0.002472309,0.31974065,0.00044631166,0.005324733],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9974167,0.00011354508,0.0006428806,0.0005201463,0.00074519136,0.00056157133],"domain_scores_gemma":[0.997987,0.00014698518,0.00027547768,0.00089513144,0.00012301531,0.0005724349],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00048086685,0.00028308554,0.0008024883,0.00014633311,0.000104943705,0.00007279613,0.00022610564,0.00004305383,0.011571671],"category_scores_gemma":[0.00086970715,0.00020839483,0.00007223261,0.00034407026,0.00006884727,0.0005667057,0.0002993093,0.00021458593,0.00011345594],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0053077373,0.0015214842,0.034359455,0.45651102,0.0011796526,0.00030631004,0.00027749003,0.000016149486,0.0008876041,0.0000082371525,0.48521304,0.014411833],"study_design_scores_gemma":[0.040924516,0.0029845203,0.33410972,0.58176655,0.003117424,0.000082820945,0.00019759686,0.0024275864,0.000107836044,0.00014581264,0.033091933,0.0010436979],"about_ca_topic_score_codex":0.0000073412625,"about_ca_topic_score_gemma":0.000026943308,"teacher_disagreement_score":0.4521211,"about_ca_system_score_codex":0.0002333434,"about_ca_system_score_gemma":0.00037823705,"threshold_uncertainty_score":0.9893319},"labels":[],"label_agreement":null},{"id":"W6966195639","doi":"10.3969/j.issn.1674-7593.2025.01.013","title":"The trajectory of changes in cognitive frailty and factors influencing it in elderly patients with cerebral infarction","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Logistic regression; Cognitive decline; Cerebral infarction; Montreal Cognitive Assessment; Body mass index; Stroke (engine); Effects of sleep deprivation on cognitive performance","score_opus":0.1376032412179624,"score_gpt":0.4874424054263121,"score_spread":0.3498391642083497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6966195639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943991,0.0024829349,0.000013259639,0.00040710263,0.00019061487,0.0010249111,0.00003287721,0.000012094899,0.0014371544],"genre_scores_gemma":[0.9979776,0.0014517597,0.000026568117,0.00028718004,0.000024065193,0.00004328058,0.000014736911,0.00002458254,0.000150218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977954,0.00020836202,0.0007258354,0.0003440186,0.00059273466,0.00033365755],"domain_scores_gemma":[0.9978608,0.00079675333,0.00052433147,0.00025989983,0.000439299,0.00011891274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067369407,0.00027146956,0.0006974523,0.0010984945,0.00012093342,0.00018680532,0.0005397471,0.0001386914,0.0004120642],"category_scores_gemma":[0.0008327347,0.0001915791,0.00005916091,0.0011780161,0.000264793,0.0009285688,0.00027950897,0.00062431133,5.429501e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008224575,0.00023310352,0.9697778,0.00016607826,0.00015956376,0.000007209489,0.0017047363,0.000015952026,0.0026835713,0.0000068708578,0.00063472555,0.023787938],"study_design_scores_gemma":[0.0032093725,0.00009573688,0.98282176,0.0033573243,0.000084425876,0.0000021257283,0.001644045,0.000020721272,0.008013591,0.0002391133,0.00033168937,0.0001801109],"about_ca_topic_score_codex":0.0034129485,"about_ca_topic_score_gemma":0.0076150997,"teacher_disagreement_score":0.023607826,"about_ca_system_score_codex":0.0001718164,"about_ca_system_score_gemma":0.00023467073,"threshold_uncertainty_score":0.7812369},"labels":[],"label_agreement":null},{"id":"W6976483106","doi":"10.60692/07nrt-qte59","title":"Prevalence of frailty and its associated factors in older hospitalised patients in Vietnam","year":2017,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geriatrics; Observational study; Population ageing; Frailty Index; Disease; Frailty syndrome; Population; Older people; Epidemiology","score_opus":0.02999776954089716,"score_gpt":0.24731123731497393,"score_spread":0.21731346777407676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976483106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.997703,0.0000041200637,0.000011212597,0.00003202843,0.00017268823,0.00086393283,0.00016181941,0.000033422413,0.0010177406],"genre_scores_gemma":[0.99974096,6.628896e-7,0.000011966934,0.000023671473,0.000007485228,0.000027239992,0.000027257844,0.000007905986,0.000152836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986429,0.000038396367,0.000666947,0.00012919819,0.000327121,0.0001954018],"domain_scores_gemma":[0.9987948,0.00000937351,0.0005573721,0.00035590463,0.00020876556,0.000073765405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023498751,0.00014888201,0.00032549372,0.00023491618,0.000056051194,0.0000501481,0.00014127148,0.00014993487,0.000014076689],"category_scores_gemma":[0.00038214063,0.0001232954,0.000038394082,0.000088655375,0.000033734355,0.00084934325,0.00006807172,0.00011581273,0.000028383838],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031939257,0.000010881646,0.9570306,0.001219591,0.000011885589,0.0000014575171,0.041591223,0.000002907817,0.0000013532681,0.000003886487,0.000013091703,0.00008119863],"study_design_scores_gemma":[0.00465196,0.000083319144,0.99047184,0.0017261272,0.000017355742,0.0000012986633,0.0017110555,0.0007957405,0.00042878662,1.997181e-7,0.000002137153,0.00011015333],"about_ca_topic_score_codex":0.00005050014,"about_ca_topic_score_gemma":0.0000034788475,"teacher_disagreement_score":0.039880168,"about_ca_system_score_codex":0.00014640922,"about_ca_system_score_gemma":0.0000279205,"threshold_uncertainty_score":0.502784},"labels":[],"label_agreement":null},{"id":"W6976750536","doi":"10.60692/w5167-dsd41","title":"Relationship of body mass index with frailty and all-cause mortality among middle-aged and older adults","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"National Health and Nutrition Examination Survey; Body mass index; Obesity; Frailty Index; Ageing; Epidemiology; Overweight","score_opus":0.05573044632031283,"score_gpt":0.24512533130343764,"score_spread":0.18939488498312482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976750536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963127,0.000009249319,0.001317528,0.000060440096,0.00008545732,0.0009899251,0.00015140425,0.00011169738,0.00096160895],"genre_scores_gemma":[0.9992574,2.1163605e-7,0.0001717345,0.00008824531,0.000021232025,0.00013742215,0.000091979724,0.00001552988,0.00021623388],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998318,0.000102566075,0.0006358352,0.00019098746,0.00055462035,0.0001979657],"domain_scores_gemma":[0.99887645,0.000026179026,0.00040563315,0.00041190558,0.00013188182,0.00014797575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040243458,0.00018684393,0.0003153789,0.00024833536,0.00016674561,0.000045808425,0.00007482656,0.000091770125,0.000038047296],"category_scores_gemma":[0.00004031352,0.00015357685,0.00003548,0.00023182087,0.00010013626,0.00053578586,0.00008389351,0.00026261856,0.000008297591],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026121276,0.0000050005624,0.9495433,0.001136496,0.00020060409,0.00001044547,0.04867153,0.000045761826,0.0000013077868,0.000041420157,0.000044642347,0.000038272276],"study_design_scores_gemma":[0.0042065606,0.00016546958,0.9654379,0.000405174,0.00023722618,0.0001526725,0.026436575,0.0027214845,0.000060785525,0.0000011040893,0.000019352457,0.00015568578],"about_ca_topic_score_codex":0.00007586415,"about_ca_topic_score_gemma":0.000003939346,"teacher_disagreement_score":0.022234956,"about_ca_system_score_codex":0.000095753385,"about_ca_system_score_gemma":0.00004211248,"threshold_uncertainty_score":0.6262682},"labels":[],"label_agreement":null},{"id":"W6976827474","doi":"10.6084/m9.figshare.26594639","title":"Additional file 3 of Barriers and facilitators to participation in exercise prehabilitation before cancer surgery for older adults with frailty: a qualitative study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; McGill University; Ottawa Hospital","funders":"","keywords":"Prehabilitation; Qualitative research; Cancer; Cancer surgery; Physical activity; MEDLINE","score_opus":0.029907510510224628,"score_gpt":0.3515079973830758,"score_spread":0.3216004868728512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976827474","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14218023,0.00008902465,0.0000012361702,0.00019798147,0.000018511846,0.002213174,0.8552442,0.000038217917,0.000017398088],"genre_scores_gemma":[0.5118544,3.3434443e-7,0.0003202933,0.000040849925,0.000029655681,0.024910554,0.46249694,0.000022925495,0.0003240219],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9988191,0.000055621254,0.00030367568,0.00036173905,0.0002727633,0.00018706349],"domain_scores_gemma":[0.9959261,0.0034310936,0.000057057678,0.00013525954,0.00029366446,0.00015682836],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008363809,0.00014422135,0.0002854578,0.00022242148,0.000029583663,0.000015750911,0.000033530163,0.000059605998,0.7597509],"category_scores_gemma":[0.0070613045,0.000121580946,0.000054274078,0.0003937956,0.000018880717,0.00017951644,0.000019889252,0.00008964349,0.000055262375],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033197372,0.00008504564,0.00036724753,0.0017980636,0.000041279993,0.000006025445,0.114487626,0.000011493139,5.2394427e-7,4.7221218e-7,0.86199003,0.020880215],"study_design_scores_gemma":[0.0025921953,0.0023450612,0.6501491,0.1254069,0.00012038296,0.0000037919297,0.147504,0.001989942,0.0000775768,0.00007590974,0.06923531,0.0004998297],"about_ca_topic_score_codex":0.00005678006,"about_ca_topic_score_gemma":0.00081431627,"teacher_disagreement_score":0.7927547,"about_ca_system_score_codex":0.00010052165,"about_ca_system_score_gemma":0.00033986723,"threshold_uncertainty_score":0.84535515},"labels":[],"label_agreement":null},{"id":"W6976834046","doi":"10.6084/m9.figshare.17284374.v1","title":"Additional file 3 of Web-based software applications for frailty assessment in older adults: a scoping review of current status with insights into future development","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Health; University of British Columbia","funders":"","keywords":"Software; Current (fluid); Software development; Computer Applications; MEDLINE","score_opus":0.030229082799091093,"score_gpt":0.32777635394301863,"score_spread":0.29754727114392754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976834046","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001786492,0.0142828515,0.0001839625,0.00014250186,0.000016534259,0.0027007961,0.9825142,0.000032260057,0.00010904315],"genre_scores_gemma":[0.00015457219,0.00017137204,0.0580156,0.00032625158,0.000074290256,0.018761726,0.9224336,0.000023535973,0.00003901067],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852043,0.000029768882,0.000513166,0.00033158652,0.0004088092,0.00019620873],"domain_scores_gemma":[0.9974675,0.0007555308,0.00028993865,0.00032777188,0.00104921,0.00011004683],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002269783,0.00017137406,0.00041736045,0.00009699935,0.000042214142,0.000005744154,0.000094703064,0.00007016849,0.80497676],"category_scores_gemma":[0.0013119946,0.00014798314,0.000082583465,0.00043966074,0.0000127165595,0.0000627969,0.000051883315,0.0001914044,0.000040267274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000216508,0.00035765462,0.0000331783,0.09812012,0.000024494711,0.0000046399837,0.00012796158,0.0000029590758,0.0000023427856,0.0000015319233,0.8665924,0.034711048],"study_design_scores_gemma":[0.0011852127,0.000051831452,0.0048498046,0.4843029,0.000012719204,0.0000021154153,0.000058655594,0.0000368493,0.00025739448,0.0000022673134,0.5091355,0.00010478507],"about_ca_topic_score_codex":0.0000012062818,"about_ca_topic_score_gemma":0.00021421096,"teacher_disagreement_score":0.80493647,"about_ca_system_score_codex":0.00018368439,"about_ca_system_score_gemma":0.0050089224,"threshold_uncertainty_score":0.88856137},"labels":[],"label_agreement":null},{"id":"W6976903038","doi":"10.6084/m9.figshare.22619275.v1","title":"Additional file 1 of Development of a UK core dataset for geriatric medicine research: a position statement and results from a Delphi consensus process","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Delphi method; Delphi; Core (optical fiber); Process (computing); Position statement; Position (finance); Statement (logic)","score_opus":0.26032000566678426,"score_gpt":0.41416197041471986,"score_spread":0.1538419647479356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976903038","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022481615,0.000039765364,3.8005862e-7,0.0006966979,0.000010706531,0.0009124413,0.99595666,0.000022247372,0.00011294221],"genre_scores_gemma":[0.0071358564,0.0000022250329,0.0027679203,0.00005273644,0.000089410365,0.001480253,0.98823255,0.000014806175,0.00022422882],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830514,0.000026672755,0.00059551303,0.0002859587,0.00057284534,0.00021388197],"domain_scores_gemma":[0.99441725,0.004275783,0.00025222852,0.00021582324,0.00072563393,0.0001132891],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001959781,0.00010596644,0.00024835436,0.00024800526,0.00007022245,0.0000043550476,0.00008875399,0.00006613437,0.72698534],"category_scores_gemma":[0.0155892,0.00009160843,0.000020354337,0.0004595954,0.000046265366,0.000025770045,0.00009104139,0.00010557871,0.00014692162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060085696,0.000048397727,0.0000012956349,0.0008964121,0.00005780561,0.000025131763,0.0010697446,0.0000014842991,0.00016169719,3.7804608e-7,0.995836,0.0013007517],"study_design_scores_gemma":[0.005082343,0.00073714793,0.008500357,0.020252092,0.000034357807,0.000020791169,0.0014291878,0.0008449033,0.0013317728,0.00020746258,0.96140355,0.00015605555],"about_ca_topic_score_codex":0.000026541187,"about_ca_topic_score_gemma":0.00006221408,"teacher_disagreement_score":0.7268384,"about_ca_system_score_codex":0.00005608631,"about_ca_system_score_gemma":0.00057960075,"threshold_uncertainty_score":0.9927029},"labels":[],"label_agreement":null},{"id":"W6976957262","doi":"10.6084/m9.figshare.26592938","title":"Additional file 1 of Study protocol for The GOAL Trial: comprehensive geriatric assessment for frail older people with chronic kidney disease to increase attainment of patient-identified goals—a cluster randomised controlled trial","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Kidney disease; Older people; Randomized controlled trial; Cluster (spacecraft); Protocol (science); Geriatrics","score_opus":0.022462751529041602,"score_gpt":0.3274171023050173,"score_spread":0.3049543507759757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976957262","genre_codex":"dataset","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002665816,0.000010161511,0.000019421386,0.00028117385,0.00008858068,0.43398607,0.5652782,0.000032084696,0.00003774926],"genre_scores_gemma":[0.0027036425,6.841358e-8,0.0002808643,0.00019727544,0.00047795378,0.6905899,0.3046722,0.000048328722,0.0010297454],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99714595,0.00021043449,0.0009664007,0.0005233454,0.00081980415,0.00033409274],"domain_scores_gemma":[0.9869077,0.010961023,0.0004582935,0.00052350917,0.00078651815,0.00036290646],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001616047,0.00033722288,0.00096889253,0.00017396419,0.00011708648,0.000068995796,0.0002092776,0.00007855088,0.7253947],"category_scores_gemma":[0.007315298,0.00020633021,0.00054957595,0.00030960998,0.000020827505,0.00009452137,0.00011603218,0.00015606891,0.00005301243],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.45579773,0.0010613642,8.537111e-7,0.0014649566,0.00049153774,0.0000050148356,0.00015545642,0.00003567156,0.0000041070543,3.9906595e-7,0.54068273,0.00030016614],"study_design_scores_gemma":[0.70316535,0.007937867,0.0004890181,0.0039335988,0.00050448993,0.0000014840338,0.00014404707,0.002111257,0.000015161513,0.000003935495,0.2815226,0.00017120244],"about_ca_topic_score_codex":0.000013740325,"about_ca_topic_score_gemma":0.00003653371,"teacher_disagreement_score":0.72534174,"about_ca_system_score_codex":0.00025284116,"about_ca_system_score_gemma":0.002358164,"threshold_uncertainty_score":0.87576234},"labels":[],"label_agreement":null},{"id":"W6976996350","doi":"10.6084/m9.figshare.20306740","title":"Additional file 1 of Family caregivers’ preparedness to support the physical activity of patients at risk for hospital readmission in rural communities: an interpretive descriptive study","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University; York University","funders":"","keywords":"Descriptive research; Physical activity; Preparedness; Hospital readmission; Descriptive statistics; Qualitative research","score_opus":0.034257897205653316,"score_gpt":0.2952653347811426,"score_spread":0.2610074375754893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6976996350","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4786651,5.309278e-7,7.45595e-8,0.0000056728086,0.000019097937,0.0010555796,0.52012414,0.000007866962,0.0001219396],"genre_scores_gemma":[0.5853479,3.1851897e-8,0.000013042317,0.00001468847,0.00001368382,0.0024540368,0.41202182,0.000011169837,0.0001236115],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9989166,0.0002116682,0.00016055047,0.00014841337,0.00040668948,0.00015603988],"domain_scores_gemma":[0.9975699,0.0014665204,0.00020970678,0.00035218365,0.00032179826,0.000079855854],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00003773847,0.0001325567,0.0002749467,0.00007182004,0.00013726953,0.0000045800375,0.00026829704,0.000028539906,0.64238614],"category_scores_gemma":[0.0017413392,0.00010961517,0.000099209305,0.00016247634,0.00002788488,0.00011886476,0.00053649786,0.00022839833,0.000016793514],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009167952,0.0019898987,0.0006179138,0.000043550866,0.00004137569,0.000002343577,0.21140996,0.000013462448,0.000008594204,7.068925e-8,0.78346264,0.0014934094],"study_design_scores_gemma":[0.0020102477,0.016768012,0.40876117,0.0019650778,0.000047513862,0.0000015706138,0.5494903,0.00061930466,0.00015858984,0.0000057046623,0.019964531,0.00020799691],"about_ca_topic_score_codex":0.00036516675,"about_ca_topic_score_gemma":0.00022179067,"teacher_disagreement_score":0.7634981,"about_ca_system_score_codex":0.0005592606,"about_ca_system_score_gemma":0.00022364296,"threshold_uncertainty_score":0.4469977},"labels":[],"label_agreement":null},{"id":"W6977018665","doi":"10.6084/m9.figshare.26000125.v1","title":"Additional file 2 of Geriatric assessment with management for older patients with cancer receiving radiotherapy: a cluster-randomised controlled pilot study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Norwegian; Intervention (counseling); Cancer; Primary care; Health care; MEDLINE; Health services","score_opus":0.01530854362245195,"score_gpt":0.2818150763639343,"score_spread":0.2665065327414824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977018665","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047645398,0.000119344135,0.000036156434,0.00011806967,0.00004861625,0.009960261,0.98761207,0.000083311636,0.0015457383],"genre_scores_gemma":[0.033863105,0.0000034186887,0.0059100487,0.00025655795,0.0002426123,0.061283406,0.89045274,0.00009974184,0.007888377],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99858665,0.00004325535,0.0002980227,0.0003637635,0.0004879247,0.00022035283],"domain_scores_gemma":[0.99763966,0.0016174163,0.00015182208,0.0002291979,0.00028373863,0.000078176054],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004693616,0.0002141656,0.00047496604,0.00015687216,0.000053438842,0.000043986285,0.000092069815,0.000027772165,0.94310534],"category_scores_gemma":[0.00021997097,0.00013920857,0.000080726626,0.0002641561,0.00000805701,0.000091520626,0.000027018194,0.00011400447,0.000031626056],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009674223,0.00092914136,0.000087577915,0.0011714108,0.0013642708,0.000021200964,0.00014063463,0.000044597135,8.350944e-7,3.0807084e-7,0.9810191,0.0055467193],"study_design_scores_gemma":[0.3895284,0.0125255035,0.19973096,0.03317462,0.00084543566,0.000010159697,0.00022451405,0.004419094,0.000004115045,0.000002732584,0.35900143,0.0005330438],"about_ca_topic_score_codex":0.000006272726,"about_ca_topic_score_gemma":0.00003539567,"teacher_disagreement_score":0.94307375,"about_ca_system_score_codex":0.00019671851,"about_ca_system_score_gemma":0.00023630318,"threshold_uncertainty_score":0.56767607},"labels":[],"label_agreement":null},{"id":"W6977032939","doi":"10.6084/m9.figshare.26653356","title":"Additional file 1 of “I can’t imagine having to do it on your own”: a qualitative study on postoperative transitions in care from the perspectives of older adults with frailty","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Queen's University","funders":"","keywords":"Qualitative research; MEDLINE; Telecare; Qualitative analysis; Perspective (graphical); Exploratory research","score_opus":0.035175051836668865,"score_gpt":0.33860370656807964,"score_spread":0.3034286547314108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977032939","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030680196,0.00013529354,6.846012e-7,0.003972964,0.000012683829,0.0012836743,0.96261215,0.000028985109,0.0012733961],"genre_scores_gemma":[0.63242954,2.0167388e-7,0.00013205987,0.00029286207,0.000050393952,0.0011199196,0.36573544,0.000022561724,0.00021698626],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9985528,0.00015906966,0.00024193146,0.00042549812,0.00046029608,0.00016037661],"domain_scores_gemma":[0.9970047,0.0020970795,0.000057278496,0.00029235287,0.0004766613,0.00007194579],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000031107676,0.0002057039,0.0002961167,0.00014988442,0.00005111062,0.000020287644,0.00012420028,0.00004912769,0.79323596],"category_scores_gemma":[0.0016934661,0.00013558418,0.00008068042,0.00041108884,0.000032501142,0.00007630588,0.00002822463,0.00036161632,0.00020446023],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017276237,0.00025746544,0.0000047883705,0.000065190114,0.000074393494,0.00004471145,0.48376688,0.00001800312,0.000009243053,0.0000026582238,0.51516163,0.0004223059],"study_design_scores_gemma":[0.0012746202,0.0019035257,0.041531097,0.044811986,0.00003645654,0.0000052307782,0.9040122,0.000046588902,0.00018891986,0.000004348298,0.0060179867,0.00016705527],"about_ca_topic_score_codex":0.00027824086,"about_ca_topic_score_gemma":0.002105468,"teacher_disagreement_score":0.7930315,"about_ca_system_score_codex":0.00017932696,"about_ca_system_score_gemma":0.00026394473,"threshold_uncertainty_score":0.55289626},"labels":[],"label_agreement":null},{"id":"W6977045729","doi":"10.6084/m9.figshare.26734347.v1","title":"Additional file 3 of Interventions that have potential to help older adults living with social frailty: a systematic scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; University of Ottawa; McMaster University; Toronto Rehabilitation Institute; Sunnybrook Hospital; University of Toronto","funders":"","keywords":"Psychological intervention; Intervention (counseling); MEDLINE; Qualitative research; Social support; Systematic review","score_opus":0.06041162029831905,"score_gpt":0.3324562156920416,"score_spread":0.27204459539372255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977045729","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011124211,0.0061342623,0.000017801856,0.00041481873,0.00004673994,0.0022911539,0.9901861,0.00013379395,0.0007641988],"genre_scores_gemma":[0.01121569,0.00001489459,0.00058571156,0.00065314356,0.00038707184,0.006650299,0.9754623,0.00006871592,0.00496216],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9984287,0.00006298241,0.00044500353,0.00032678756,0.0005063261,0.00023017745],"domain_scores_gemma":[0.9984115,0.0008094557,0.00015718887,0.000237107,0.00026398856,0.00012078322],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005327606,0.00019118958,0.0005305889,0.00014376214,0.00007371363,0.000051790128,0.00013583347,0.000079218094,0.9807929],"category_scores_gemma":[0.0038221027,0.00015612441,0.0003409299,0.00027025104,0.000011718654,0.00014519147,0.00011952103,0.00020371091,0.0029836362],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037431082,0.000035272395,2.9969246e-7,0.36728126,0.000071329465,0.000042675823,0.000200927,3.4845098e-7,5.723012e-7,4.8130653e-7,0.6319826,0.0003804801],"study_design_scores_gemma":[0.0001648775,0.00013237065,0.00051480776,0.993894,0.0001551362,0.0001633944,0.00022644512,0.0001307089,0.0000120053965,8.4948766e-7,0.004450448,0.00015496017],"about_ca_topic_score_codex":0.0000041715116,"about_ca_topic_score_gemma":0.00005713598,"teacher_disagreement_score":0.97780925,"about_ca_system_score_codex":0.00007827254,"about_ca_system_score_gemma":0.00023403256,"threshold_uncertainty_score":0.99779266},"labels":[],"label_agreement":null},{"id":"W6977045801","doi":"10.6084/m9.figshare.26653362.v1","title":"Additional file 3 of “I can’t imagine having to do it on your own”: a qualitative study on postoperative transitions in care from the perspectives of older adults with frailty","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ottawa Hospital; Queen's University","funders":"","keywords":"Qualitative research; Telecare; MEDLINE; Qualitative analysis; Perspective (graphical); Older people","score_opus":0.03456678848275621,"score_gpt":0.3381263149379745,"score_spread":0.30355952645521833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977045801","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030893514,0.00013598015,6.8840404e-7,0.003954774,0.000012802442,0.0012836579,0.9624089,0.000028949076,0.0012807611],"genre_scores_gemma":[0.6346872,2.0489536e-7,0.00013079814,0.00029320832,0.0000510604,0.00110167,0.36349168,0.000022603996,0.00022156852],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.998553,0.00015891995,0.00024203674,0.00042531674,0.00046038767,0.00016036455],"domain_scores_gemma":[0.9970191,0.0020789623,0.00005728718,0.00029192353,0.00048076845,0.00007193963],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000031093896,0.00020567559,0.00029614626,0.00014983551,0.000051106323,0.00002032839,0.0001241239,0.00004912361,0.789212],"category_scores_gemma":[0.0016930222,0.00013555039,0.00008067538,0.0004109398,0.0000325034,0.00007636328,0.000028204684,0.00036154408,0.0002066454],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017424302,0.00025803645,0.0000048076054,0.00006645529,0.00007453276,0.000045360026,0.4853459,0.000018057068,0.000009290546,0.0000026490636,0.51357114,0.00042952996],"study_design_scores_gemma":[0.001293046,0.0019026694,0.0413331,0.044764087,0.00003616921,0.0000051877855,0.9041163,0.00004670433,0.00019310428,0.0000043647237,0.006138039,0.00016722636],"about_ca_topic_score_codex":0.00028132735,"about_ca_topic_score_gemma":0.0021194252,"teacher_disagreement_score":0.78900534,"about_ca_system_score_codex":0.0001800224,"about_ca_system_score_gemma":0.0002640874,"threshold_uncertainty_score":0.55275846},"labels":[],"label_agreement":null},{"id":"W6977049224","doi":"10.6084/m9.figshare.26701795","title":"Additional file 2 of Transition of care from post-acute services for the older adults in Quebec: a pilot impact evaluation","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières; McGill University; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Service (business); Pilot program; MEDLINE; Primary care; Data collection; Health care","score_opus":0.020711987742213694,"score_gpt":0.3037748084141443,"score_spread":0.28306282067193056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977049224","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004990008,0.00088823534,7.3438025e-7,0.00036282637,0.000029901606,0.0011539584,0.99241865,0.000026234355,0.00012946919],"genre_scores_gemma":[0.2714132,0.0000011920878,0.000081465776,0.000085633306,0.00010111642,0.0014197835,0.72680813,0.000014996076,0.00007449104],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99911374,0.000027655213,0.00022644101,0.0001865392,0.000334129,0.000111491936],"domain_scores_gemma":[0.99775904,0.0013942022,0.000071568335,0.0001769722,0.0005651358,0.000033066826],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000025373558,0.00011008022,0.00017395262,0.00008708281,0.0000187771,0.000014803506,0.00008398733,0.00006717541,0.9560864],"category_scores_gemma":[0.0004476157,0.00007883824,0.00013606234,0.00017382862,0.000007843192,0.00015170856,0.000012926484,0.00009683877,0.00013405416],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034952103,0.000060658844,0.0000012385974,0.001825993,0.00011890338,0.0000047947415,0.0049546664,0.000049232687,0.00012422791,2.1813939e-7,0.97527725,0.017233321],"study_design_scores_gemma":[0.008990855,0.0039670696,0.40649867,0.26718858,0.000915881,0.000039033603,0.011410844,0.13942271,0.0034079843,0.00008314117,0.15746905,0.0006061805],"about_ca_topic_score_codex":0.0026583623,"about_ca_topic_score_gemma":0.00995845,"teacher_disagreement_score":0.95595235,"about_ca_system_score_codex":0.00010950826,"about_ca_system_score_gemma":0.0003331259,"threshold_uncertainty_score":0.55570483},"labels":[],"label_agreement":null},{"id":"W6977059794","doi":"10.6084/m9.figshare.c.3671083_d1.v1","title":"Additional file 1: Table S1. of Prevalence of frailty in Canadians 18â 79 years old in the Canadian Health Measures Survey","year":2017,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Table (database); Index (typography); Frailty Index; Public health; Health data; Sample (material)","score_opus":0.10472777862383442,"score_gpt":0.3127414714981872,"score_spread":0.20801369287435278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977059794","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015337241,0.000105791485,8.127919e-9,0.0007850834,0.000019903615,0.0003751078,0.99372274,0.0000038652342,0.00345377],"genre_scores_gemma":[0.44215044,0.0000048104134,0.00004565473,0.0007316006,0.000040760387,0.00018571227,0.55472356,0.000014049252,0.0021034426],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99879533,0.00010699701,0.00025605262,0.00017674336,0.0003456767,0.00031918078],"domain_scores_gemma":[0.9983508,0.0005272452,0.00018855766,0.00058238796,0.00016184716,0.00018917142],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021544204,0.00009262519,0.00023044096,0.00014307842,0.000082857834,0.000017912615,0.0004283032,0.000089252215,0.79040253],"category_scores_gemma":[0.011076416,0.00008473005,0.000033844564,0.00015956048,0.00003616871,0.00008431571,0.000028115095,0.0002480181,0.000205073],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000062807367,0.000026082016,0.0077525745,0.0002626777,0.000005998554,0.00002930412,0.00041123203,0.000008811118,5.412251e-7,0.000001485744,0.9905718,0.0009232356],"study_design_scores_gemma":[0.00027220533,0.00005003827,0.81257796,0.0039813183,0.0000015630249,0.0000062979275,0.00003463339,0.000025209569,0.0000078221465,0.0000058688897,0.18297952,0.00005756767],"about_ca_topic_score_codex":0.90447986,"about_ca_topic_score_gemma":0.99656177,"teacher_disagreement_score":0.8075923,"about_ca_system_score_codex":0.00026647706,"about_ca_system_score_gemma":0.003170941,"threshold_uncertainty_score":0.9972537},"labels":[],"label_agreement":null},{"id":"W6977098759","doi":"10.6084/m9.figshare.22619284","title":"Additional file 4 of Development of a UK core dataset for geriatric medicine research: a position statement and results from a Delphi consensus process","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Core (optical fiber); Delphi; Delphi method; Process (computing); Position statement; Position (finance)","score_opus":0.2579643831723238,"score_gpt":0.41409038223845984,"score_spread":0.15612599906613606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977098759","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002254527,0.000040132334,3.8480943e-7,0.0006921,0.000010713435,0.00091332797,0.9959532,0.000022251415,0.000113337126],"genre_scores_gemma":[0.007400945,0.0000022570218,0.0027366993,0.000052735002,0.000089504596,0.0014515385,0.98803097,0.000014796173,0.00022052662],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830467,0.000026642772,0.00059600535,0.00028586012,0.0005729284,0.00021389016],"domain_scores_gemma":[0.99445593,0.004244805,0.00025227686,0.00021557666,0.00071810954,0.0001132689],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019604886,0.00010595871,0.00024844086,0.00024803897,0.00007025224,0.000004366638,0.00008876382,0.00006613435,0.718367],"category_scores_gemma":[0.015363991,0.00009160236,0.000020354624,0.00045935976,0.000046277313,0.000025794316,0.000091009475,0.000105553154,0.00014544981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006110825,0.000048402468,0.0000013005216,0.0009048335,0.000057761372,0.000025536348,0.0010709867,0.0000014635556,0.00015956585,3.8974758e-7,0.99579924,0.0013194532],"study_design_scores_gemma":[0.005192689,0.0007576376,0.008587079,0.020490928,0.00003469926,0.000021051581,0.0014430999,0.0008590917,0.0013480269,0.00021268369,0.9608951,0.00015790568],"about_ca_topic_score_codex":0.000026605387,"about_ca_topic_score_gemma":0.00006291349,"teacher_disagreement_score":0.71822155,"about_ca_system_score_codex":0.00005609186,"about_ca_system_score_gemma":0.0005776923,"threshold_uncertainty_score":0.99293},"labels":[],"label_agreement":null},{"id":"W6977119141","doi":"10.6084/m9.figshare.26562940","title":"Additional file 1 of Contribution of individual and cumulative frailty-related health deficits on cardiac rehabilitation completion","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Rehabilitation; Table (database); Index (typography); Frailty Index; Life table; Baseline (sea)","score_opus":0.03696201697931051,"score_gpt":0.30764041209030785,"score_spread":0.27067839511099734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977119141","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017034141,0.00031953474,7.6288245e-7,0.000527168,0.000034380384,0.0005105224,0.9961628,0.000051381772,0.00069006917],"genre_scores_gemma":[0.1922587,0.0000014077374,0.00023492162,0.00005821011,0.00003455314,0.00017869673,0.80711013,0.000010515501,0.00011287326],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893457,0.00008135715,0.0003148446,0.00019442555,0.0003596618,0.00011511711],"domain_scores_gemma":[0.99587286,0.0035344805,0.0001398119,0.000108766646,0.00028119038,0.00006290414],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007274341,0.000096924945,0.0002700431,0.0001369779,0.000034010704,0.000008097812,0.00003105939,0.0000944045,0.82839096],"category_scores_gemma":[0.006120192,0.000092789116,0.00007969386,0.00023408727,0.000027319225,0.000074554235,0.000025013498,0.00016551583,0.00028586574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031753756,0.00004762082,0.000012952729,0.0005517314,0.000067135465,0.000001293391,0.0005001012,0.0000124249,0.00001838755,0.00015457565,0.99250424,0.0060978113],"study_design_scores_gemma":[0.0009077779,0.0023670495,0.3056456,0.039560407,0.000045297344,0.000013101127,0.00020708576,0.0018197411,0.00022280568,0.0004212747,0.6486259,0.00016393574],"about_ca_topic_score_codex":0.000008956327,"about_ca_topic_score_gemma":0.0000037634188,"teacher_disagreement_score":0.8281051,"about_ca_system_score_codex":0.00009082407,"about_ca_system_score_gemma":0.00016792123,"threshold_uncertainty_score":0.7326883},"labels":[],"label_agreement":null},{"id":"W6977175653","doi":"10.6084/m9.figshare.7961516.v1","title":"Additional file 4: of Can the effects of the mobilization of vulnerable elders in Ontario (MOVE ON) implementation be replicated in new settings: an interrupted time series design","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interrupted time series; Mobilization; Series (stratigraphy); Interrupted Time Series Analysis","score_opus":0.020843993521604147,"score_gpt":0.261038439850221,"score_spread":0.24019444632861686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977175653","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061824013,0.00000801302,7.660125e-7,0.0005897769,0.000029489784,0.00274541,0.93393236,0.000020837242,0.0008493156],"genre_scores_gemma":[0.2868305,2.690597e-7,0.00029291926,0.00044449873,0.000014684522,0.00041927115,0.7086103,0.000020683818,0.003366862],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991242,0.00012601596,0.0002852562,0.00015532791,0.000202002,0.00010716122],"domain_scores_gemma":[0.9980915,0.0012233687,0.00023958646,0.0003122517,0.00010857753,0.000024726056],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006369637,0.00008941545,0.00017618638,0.000072523966,0.000015603719,0.0000041118983,0.00012653833,0.000055730783,0.80338067],"category_scores_gemma":[0.0024874122,0.00006290156,0.00003705747,0.0002543204,0.0000129024775,0.00009340218,0.000034599707,0.00017300031,0.000028316023],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000096891585,0.000069994276,0.000529367,0.00022260877,0.000018344892,8.7818654e-7,0.0024986495,0.00030534595,0.0020939964,0.0000012019132,0.9933866,0.0007760876],"study_design_scores_gemma":[0.005760096,0.0034893542,0.6177846,0.032624345,0.000052064435,0.000017787208,0.0027828563,0.0023821169,0.27719155,0.00014989274,0.05741108,0.00035427505],"about_ca_topic_score_codex":0.004449398,"about_ca_topic_score_gemma":0.03284275,"teacher_disagreement_score":0.93597555,"about_ca_system_score_codex":0.00014170655,"about_ca_system_score_gemma":0.0004706998,"threshold_uncertainty_score":0.98480535},"labels":[],"label_agreement":null},{"id":"W6977256768","doi":"10.6084/m9.figshare.17284368","title":"Additional file 1 of Web-based software applications for frailty assessment in older adults: a scoping review of current status with insights into future development","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Fraser Health; University of British Columbia","funders":"","keywords":"Software; Vocabulary; Current (fluid); Software development; Computer Applications; Systematic review","score_opus":0.030747365842069555,"score_gpt":0.32822682541186843,"score_spread":0.2974794595697989,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977256768","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000017707423,0.014187973,0.00018264013,0.00014293824,0.000016352873,0.0026964953,0.9826154,0.000032248856,0.00010823347],"genre_scores_gemma":[0.0001526595,0.00016870539,0.058561474,0.00032597885,0.00007333497,0.019076874,0.92157924,0.000023499868,0.00003820748],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99852055,0.000029797284,0.00051294005,0.0003317297,0.00040872683,0.00019622367],"domain_scores_gemma":[0.9974694,0.00076221983,0.00028989927,0.00032826574,0.0010401588,0.000110058325],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000022708015,0.00017139794,0.00041731825,0.000097031414,0.000042217736,0.0000057324964,0.000094762065,0.0000701744,0.8088197],"category_scores_gemma":[0.001312343,0.00014802047,0.00008258868,0.0004398222,0.0000127156645,0.0000627491,0.000051920462,0.00019144312,0.000039836108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002145853,0.000356754,0.000033034703,0.096348934,0.000024441571,0.000004571541,0.00012757261,0.0000029493042,0.0000023300115,0.000001536859,0.8689504,0.03412601],"study_design_scores_gemma":[0.0011720374,0.000052028954,0.0048905397,0.4856923,0.000012864474,0.0000021403137,0.00005907502,0.000036880258,0.0002525927,0.0000022662427,0.50772226,0.000105027255],"about_ca_topic_score_codex":0.0000011928795,"about_ca_topic_score_gemma":0.00021278005,"teacher_disagreement_score":0.8087799,"about_ca_system_score_codex":0.00018296596,"about_ca_system_score_gemma":0.005006196,"threshold_uncertainty_score":0.8880777},"labels":[],"label_agreement":null},{"id":"W6977270407","doi":"10.6084/m9.figshare.14471397.v1","title":"Additional file 3 of Effects of comprehensive geriatric care models on postoperative outcomes in geriatric surgical patients: a systematic review and meta-analysis","year":2021,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; Western University; University of Toronto","funders":"","keywords":"MEDLINE; Geriatric care; Geriatrics; Patient care; Standard of care","score_opus":0.03512082642907114,"score_gpt":0.28215112638714845,"score_spread":0.24703029995807732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977270407","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002818803,0.026009291,7.868362e-8,0.00008810948,0.000005379864,0.001452169,0.97189295,0.000009510704,0.0002606278],"genre_scores_gemma":[0.023273537,0.000077469325,0.00021401537,0.00057213637,0.000007846634,0.002370868,0.9726597,0.000019423089,0.00080502115],"study_design_codex":"not_applicable","study_design_gemma":"meta_analysis","domain_scores_codex":[0.99824053,0.0002795514,0.0006243302,0.00030389134,0.00041806453,0.00013361407],"domain_scores_gemma":[0.994052,0.0040811305,0.0003344613,0.00035522366,0.001101142,0.00007605842],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000018081262,0.00020946945,0.0025844604,0.00024383892,0.000018570838,0.0000065746754,0.00007427138,0.00008166198,0.773286],"category_scores_gemma":[0.004110929,0.00014905848,0.0006822304,0.0009212987,0.000009861695,0.0000704867,0.00007656105,0.00013164202,0.000068209854],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000147137725,0.00026952205,0.000010580891,0.367485,0.016675469,0.00014188822,0.00023553273,0.000057799865,4.6557895e-7,0.000002646643,0.61509854,0.000007852814],"study_design_scores_gemma":[0.008936446,0.002367831,0.035840508,0.31209755,0.6290607,0.00012817918,0.0009403631,0.00081332645,0.00036069125,0.000026264011,0.00789197,0.0015361614],"about_ca_topic_score_codex":0.000006679562,"about_ca_topic_score_gemma":0.000010610037,"teacher_disagreement_score":0.7732178,"about_ca_system_score_codex":0.00005694845,"about_ca_system_score_gemma":0.000099358964,"threshold_uncertainty_score":0.60784286},"labels":[],"label_agreement":null},{"id":"W6977304366","doi":"10.6084/m9.figshare.26592941.v1","title":"Additional file 2 of Study protocol for The GOAL Trial: comprehensive geriatric assessment for frail older people with chronic kidney disease to increase attainment of patient-identified goals—a cluster randomised controlled trial","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Kidney disease; Older people; Randomized controlled trial; Cluster (spacecraft); Protocol (science); Geriatrics","score_opus":0.021837468513513307,"score_gpt":0.32691206408760737,"score_spread":0.30507459557409405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977304366","genre_codex":"dataset","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026521058,0.000010314283,0.000019066798,0.00028012125,0.00008911448,0.434192,0.5650735,0.000032105025,0.000038544225],"genre_scores_gemma":[0.0026637344,6.9986115e-8,0.0002752709,0.0001972062,0.00048403617,0.69007957,0.30521956,0.00004824942,0.001032345],"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","domain_scores_codex":[0.99714625,0.00021037144,0.00096678635,0.000522998,0.0008196233,0.0003339839],"domain_scores_gemma":[0.9870465,0.010824325,0.0004588401,0.0005225914,0.0007849278,0.0003628415],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016082125,0.0003371277,0.00096910296,0.00017386308,0.00011709409,0.00006912873,0.0002091742,0.00007855129,0.72201777],"category_scores_gemma":[0.0072374195,0.00020627033,0.0005494816,0.00030939633,0.00002082725,0.00009457887,0.00011601769,0.00015603701,0.000052510004],"study_design_candidate":"randomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.45560762,0.0010610503,8.2962595e-7,0.0014766976,0.0004915383,0.0000051364627,0.00015557169,0.00003582345,0.000003980517,4.0529162e-7,0.54085374,0.00030759702],"study_design_scores_gemma":[0.69894034,0.007897304,0.000479498,0.0038702718,0.0005002322,0.0000014791624,0.0001419929,0.002087747,0.000014998722,0.000003942526,0.2858922,0.00016998764],"about_ca_topic_score_codex":0.00001386319,"about_ca_topic_score_gemma":0.00003672561,"teacher_disagreement_score":0.72196525,"about_ca_system_score_codex":0.00025290545,"about_ca_system_score_gemma":0.002348866,"threshold_uncertainty_score":0.866439},"labels":[],"label_agreement":null},{"id":"W6977305493","doi":"10.6084/m9.figshare.26986504","title":"Additional file 8 of Screening for the primary prevention of fragility fractures among adults aged 40 years and older in primary care: systematic reviews of the effects and acceptability of screening and treatment, and the accuracy of risk prediction tools","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Stakeholder; Fragility; Informed consent; Systematic review; Primary prevention; Primary care; MEDLINE","score_opus":0.023811316664241838,"score_gpt":0.28027309746763446,"score_spread":0.2564617808033926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977305493","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29702,0.011863808,0.000012889664,0.00001650245,0.00001497205,0.0055847634,0.68544114,0.000007919768,0.000038007824],"genre_scores_gemma":[0.950193,0.00028372134,0.00054882845,0.000011345468,0.000026636104,0.0013042402,0.047603045,0.000012931136,0.000016240801],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9985009,0.0003768993,0.0006179061,0.0002157255,0.00020408288,0.00008450142],"domain_scores_gemma":[0.98426086,0.014679409,0.0006221025,0.00029861537,0.000113414615,0.000025631007],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037583426,0.000137076,0.00061898463,0.00005219738,0.00004504038,0.000011885204,0.00007399159,0.00008631232,0.008509345],"category_scores_gemma":[0.013494272,0.00007114715,0.00014216788,0.00014129144,0.00015787955,0.00017228631,0.00009683776,0.00014760153,8.772045e-8],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018252138,0.00025624246,0.033652566,0.5472121,0.00079287513,0.0000018390516,0.014551823,0.000018340063,0.0002120756,0.0000021630149,0.077158526,0.32431623],"study_design_scores_gemma":[0.0017953466,0.0001915622,0.91590655,0.08051974,0.0002910846,0.0000045654997,0.00032008367,0.00037993677,0.00031143505,0.000014597217,0.00022145562,0.000043628374],"about_ca_topic_score_codex":0.000082463026,"about_ca_topic_score_gemma":0.00008212464,"teacher_disagreement_score":0.882254,"about_ca_system_score_codex":0.000029690427,"about_ca_system_score_gemma":0.00005605951,"threshold_uncertainty_score":0.99481547},"labels":[],"label_agreement":null},{"id":"W6977362387","doi":"10.6084/m9.figshare.26701792","title":"Additional file 1 of Transition of care from post-acute services for the older adults in Quebec: a pilot impact evaluation","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières; McGill University; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Service (business); Pilot program; MEDLINE; Data collection; Primary care","score_opus":0.021527806253960967,"score_gpt":0.3044394589871116,"score_spread":0.28291165273315066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977362387","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050267056,0.0008732227,7.5184477e-7,0.00036488293,0.000029716233,0.0011562451,0.9923959,0.000026242733,0.00012636639],"genre_scores_gemma":[0.27365157,0.0000011556785,0.00008320274,0.000085381056,0.000099236495,0.0014455358,0.72454494,0.000014975404,0.00007401225],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99911356,0.000027665343,0.00022633147,0.00018669032,0.00033421928,0.00011153633],"domain_scores_gemma":[0.99773586,0.0014157831,0.00007146102,0.00017734151,0.00056650065,0.00003307237],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000025524005,0.00011011803,0.00017390664,0.00008714441,0.000018775616,0.000014768888,0.00008403784,0.00006717499,0.9569408],"category_scores_gemma":[0.0004535216,0.000078866084,0.00013609076,0.00017397465,0.0000078433095,0.0001515964,0.000012928447,0.000096862845,0.00013561577],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035113064,0.000060601444,0.0000012807939,0.0018059673,0.00011874781,0.000004650912,0.0049437364,0.000048914862,0.00012887846,2.1379061e-7,0.9758223,0.016713519],"study_design_scores_gemma":[0.008877844,0.0039454354,0.41119084,0.26926693,0.0009146268,0.000038734925,0.011476976,0.1396829,0.0034129233,0.00008199748,0.1505064,0.00060435326],"about_ca_topic_score_codex":0.0026298077,"about_ca_topic_score_gemma":0.009895816,"teacher_disagreement_score":0.9568052,"about_ca_system_score_codex":0.0001094744,"about_ca_system_score_gemma":0.0003347338,"threshold_uncertainty_score":0.5522098},"labels":[],"label_agreement":null},{"id":"W6977368333","doi":"10.6084/m9.figshare.26701792.v1","title":"Additional file 1 of Transition of care from post-acute services for the older adults in Quebec: a pilot impact evaluation","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières; McGill University; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Service (business); Pilot program; MEDLINE; Data collection; Primary care","score_opus":0.021527806253960967,"score_gpt":0.3044394589871116,"score_spread":0.28291165273315066,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977368333","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050267056,0.0008732227,7.5184477e-7,0.00036488293,0.000029716233,0.0011562451,0.9923959,0.000026242733,0.00012636639],"genre_scores_gemma":[0.27365157,0.0000011556785,0.00008320274,0.000085381056,0.000099236495,0.0014455358,0.72454494,0.000014975404,0.00007401225],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99911356,0.000027665343,0.00022633147,0.00018669032,0.00033421928,0.00011153633],"domain_scores_gemma":[0.99773586,0.0014157831,0.00007146102,0.00017734151,0.00056650065,0.00003307237],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000025524005,0.00011011803,0.00017390664,0.00008714441,0.000018775616,0.000014768888,0.00008403784,0.00006717499,0.9569408],"category_scores_gemma":[0.0004535216,0.000078866084,0.00013609076,0.00017397465,0.0000078433095,0.0001515964,0.000012928447,0.000096862845,0.00013561577],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035113064,0.000060601444,0.0000012807939,0.0018059673,0.00011874781,0.000004650912,0.0049437364,0.000048914862,0.00012887846,2.1379061e-7,0.9758223,0.016713519],"study_design_scores_gemma":[0.008877844,0.0039454354,0.41119084,0.26926693,0.0009146268,0.000038734925,0.011476976,0.1396829,0.0034129233,0.00008199748,0.1505064,0.00060435326],"about_ca_topic_score_codex":0.0026298077,"about_ca_topic_score_gemma":0.009895816,"teacher_disagreement_score":0.9568052,"about_ca_system_score_codex":0.0001094744,"about_ca_system_score_gemma":0.0003347338,"threshold_uncertainty_score":0.5522098},"labels":[],"label_agreement":null},{"id":"W6977369190","doi":"10.6084/m9.figshare.26685207","title":"Additional file 1 of Long-stay ICU patients with frailty: mortality and recovery outcomes at 6 months","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Table (database); Intensive care unit; Life table; Hospital admission; Scale (ratio); Critically ill","score_opus":0.03700117771768405,"score_gpt":0.27658453288922946,"score_spread":0.23958335517154541,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977369190","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0136107225,0.00011905396,1.2597549e-7,0.00007871764,0.000034458917,0.0003002661,0.98230225,0.00007424777,0.0034801776],"genre_scores_gemma":[0.020586034,8.51414e-7,0.00016951765,0.00018274733,0.000059956674,0.00034346414,0.96778315,0.00002738447,0.010846869],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99901867,0.00001255,0.00017881508,0.0002680089,0.0003661489,0.00015582003],"domain_scores_gemma":[0.9987114,0.00074426015,0.00006102864,0.00024092932,0.00013567234,0.000106679574],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000010694705,0.00014645688,0.00022772166,0.000060341834,0.000032792523,0.000018944396,0.000055052922,0.000081853366,0.9881281],"category_scores_gemma":[0.0017344671,0.00010915542,0.00007148208,0.000115483694,0.000020053005,0.00013840909,0.000082236,0.00012995131,0.0012415505],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029221344,0.00005827453,0.011243731,0.0005205402,0.00011098246,0.00006482764,0.000036503232,8.473816e-7,4.283007e-7,2.5038813e-7,0.9851725,0.002761876],"study_design_scores_gemma":[0.0003085442,0.00014736908,0.65339786,0.0045299544,0.000026151361,0.0000082451925,0.0000053834324,0.000038674785,0.000021772397,0.0000071707955,0.34141538,0.00009346856],"about_ca_topic_score_codex":0.000012241535,"about_ca_topic_score_gemma":0.00011520771,"teacher_disagreement_score":0.9868866,"about_ca_system_score_codex":0.00007402458,"about_ca_system_score_gemma":0.00009719188,"threshold_uncertainty_score":0.9995361},"labels":[],"label_agreement":null},{"id":"W6977384464","doi":"10.6084/m9.figshare.26652204.v1","title":"Additional file 1 of Machine learning analyses identify multi-modal frailty factors that selectively discriminate four cohorts in the Alzheimer’s disease spectrum: a COMPASS-ND study","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; University of Alberta","funders":"","keywords":"Disease; Feature (linguistics); Feature selection; Support vector machine; Identification (biology)","score_opus":0.19532168146051898,"score_gpt":0.3845594461667205,"score_spread":0.18923776470620152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977384464","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012430858,0.00049955514,0.0000015415228,0.0002533951,0.000041110394,0.0010042746,0.9852422,0.000117777316,0.00040930344],"genre_scores_gemma":[0.56763464,6.60446e-7,0.00003285087,0.00003151125,0.000047293976,0.00047161433,0.43136704,0.000027694943,0.00038668368],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99786174,0.00022802451,0.00033664264,0.0005048342,0.0007371179,0.00033165026],"domain_scores_gemma":[0.9971085,0.0021837077,0.0001350335,0.00031649714,0.00009628881,0.00015992983],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000723809,0.00030920256,0.00042696658,0.0002808813,0.00011745113,0.00009872886,0.0002659364,0.00006801079,0.8971737],"category_scores_gemma":[0.0028278576,0.00021570375,0.00023203167,0.0005820375,0.00003107004,0.00022077204,0.00012637902,0.0007076407,0.0004167738],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006461034,0.0006151614,0.013501856,0.00024210884,0.0004533089,0.0008391875,0.0023147233,0.0000714517,0.000009941853,6.5201385e-7,0.98140574,0.00048124968],"study_design_scores_gemma":[0.0006026566,0.00021945802,0.95799834,0.0029758937,0.00032983776,0.000029938794,0.001497408,0.009153747,0.00007372097,0.000019187413,0.026873335,0.00022648151],"about_ca_topic_score_codex":0.00020772936,"about_ca_topic_score_gemma":0.0008903179,"teacher_disagreement_score":0.9545324,"about_ca_system_score_codex":0.000088711095,"about_ca_system_score_gemma":0.00021318586,"threshold_uncertainty_score":0.87961435},"labels":[],"label_agreement":null},{"id":"W6977438418","doi":"10.6084/m9.figshare.26691988.v1","title":"Additional file 2 of “It’s a stressful, trying time for the caretaker”: an interpretive description qualitative study of postoperative transitions in care for older adults with frailty from the perspectives of informal caregivers","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Ottawa","funders":"","keywords":"Qualitative research; Perspective (graphical); Context (archaeology); Older people; Focus group; Data collection","score_opus":0.029397580982563978,"score_gpt":0.3099270943649273,"score_spread":0.28052951338236337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977438418","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039217312,0.00025586455,0.00002020258,0.00026529207,0.000015091461,0.0030014866,0.95699835,0.000018007528,0.0002084093],"genre_scores_gemma":[0.62456584,4.56155e-7,0.00026542586,0.000027566568,0.00002709121,0.0024941012,0.3725556,0.000016203152,0.000047713336],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988602,0.000111965564,0.00032228485,0.00027304856,0.00028757122,0.00014496793],"domain_scores_gemma":[0.9942571,0.0042078258,0.00014643215,0.00022460955,0.0011266886,0.000037350113],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000042896296,0.00017702469,0.00032130076,0.000095880045,0.00008845232,0.000018553848,0.00015863177,0.00007388193,0.26620108],"category_scores_gemma":[0.0014189935,0.00010906834,0.00013686146,0.00023213578,0.00008977938,0.0003160247,0.00002465094,0.00020057226,0.0000050197004],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008308897,0.00015640815,0.0000023487626,0.00031489792,0.0002632051,0.00000215324,0.7586004,0.000059376853,0.000017040587,0.0000042211177,0.23899928,0.0007497404],"study_design_scores_gemma":[0.0018260098,0.0024866774,0.0033367998,0.019308181,0.0001306372,0.000002512469,0.96871907,0.0023146388,0.00014298632,0.000005211026,0.0016126815,0.00011460522],"about_ca_topic_score_codex":0.0003030317,"about_ca_topic_score_gemma":0.0035077159,"teacher_disagreement_score":0.58534855,"about_ca_system_score_codex":0.000120655706,"about_ca_system_score_gemma":0.00034561218,"threshold_uncertainty_score":0.7344697},"labels":[],"label_agreement":null},{"id":"W6977468306","doi":"10.6084/m9.figshare.26641735","title":"Additional file 4 of Reversing frailty in older adults: a scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bruyère; Montfort Hospital; University of Ottawa","funders":"","keywords":"Reversing; MEDLINE; Older people; Work (physics); Context (archaeology)","score_opus":0.046456363713843526,"score_gpt":0.3249312506453717,"score_spread":0.27847488693152816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977468306","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000002909268,0.017708631,1.3695667e-7,0.00035112086,0.000026558646,0.0006628429,0.9754982,0.00006876351,0.0056808414],"genre_scores_gemma":[0.0002068967,0.00008640065,0.0005209908,0.00076212484,0.00012449858,0.00073421444,0.996399,0.000022045344,0.0011438482],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.9990488,0.000019925881,0.00028669756,0.00024121867,0.00023961018,0.00016373653],"domain_scores_gemma":[0.99873054,0.00085283763,0.0000535383,0.0001995474,0.00009942321,0.000064127846],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000024601908,0.000108276094,0.00025870476,0.00010348058,0.000017415787,0.000009738008,0.00007371568,0.00007074272,0.9979179],"category_scores_gemma":[0.0057204855,0.00010291822,0.0001029139,0.00039359956,0.000007696082,0.00012084698,0.0000497069,0.00022024087,0.0036042125],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000051180896,0.000023925733,6.3394475e-7,0.044760443,0.000008913725,0.0000940104,0.000059937916,1.6103334e-7,8.837438e-7,2.8791314e-7,0.9458588,0.009186894],"study_design_scores_gemma":[0.00015454524,0.000021620775,0.00048380555,0.65101916,0.0000069069256,0.000040540788,0.000012418999,0.000084117346,0.000018421988,0.000001622191,0.34809434,0.00006249313],"about_ca_topic_score_codex":0.0000045698625,"about_ca_topic_score_gemma":0.000024091165,"teacher_disagreement_score":0.99431366,"about_ca_system_score_codex":0.00007218593,"about_ca_system_score_gemma":0.00025527016,"threshold_uncertainty_score":0.9971716},"labels":[],"label_agreement":null},{"id":"W6977524099","doi":"10.6084/m9.figshare.26586489.v1","title":"Additional file 1 of The Clinical Frailty Scale for mortality prediction of old acutely admitted intensive care patients: a meta-analysis of individual patient-level data","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Queen's University; University of Alberta","funders":"","keywords":"Table (database); Scale (ratio); Life table; Intensive care; Chart","score_opus":0.38928560108047205,"score_gpt":0.4003477604791535,"score_spread":0.011062159398681437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977524099","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004741106,0.00014505054,0.0000022926374,0.00008549928,0.00008637024,0.000893427,0.9939295,0.000026855036,0.00008991132],"genre_scores_gemma":[0.10824618,6.669055e-7,0.00050358806,0.00031274298,0.000056666893,0.0005501068,0.890143,0.000019052251,0.00016803393],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9974331,0.00010173522,0.0009999011,0.0004768568,0.00083543634,0.00015295218],"domain_scores_gemma":[0.9928185,0.0025257135,0.00053291686,0.0011152136,0.0029220486,0.0000856369],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000086906635,0.00017678562,0.00091646466,0.00016670238,0.000033226937,0.000010526552,0.0004657,0.00018547325,0.8037577],"category_scores_gemma":[0.021130277,0.00011983098,0.0012042111,0.0007503423,0.00006792882,0.00016076307,0.00047470705,0.00024884424,0.00002549412],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004020451,0.00015661278,0.000877427,0.0005472221,0.03562396,0.0000011027784,0.0005374161,0.0000047343533,0.0000014410219,3.5898893e-7,0.9606397,0.001569827],"study_design_scores_gemma":[0.0008554838,0.0007597155,0.67151296,0.0024425902,0.11476496,0.0000023256057,0.0010844285,0.002336341,0.00038968888,0.000012251171,0.20566683,0.0001723994],"about_ca_topic_score_codex":0.000023560395,"about_ca_topic_score_gemma":0.00011666328,"teacher_disagreement_score":0.8037322,"about_ca_system_score_codex":0.000032913704,"about_ca_system_score_gemma":0.00032479025,"threshold_uncertainty_score":0.98711514},"labels":[],"label_agreement":null},{"id":"W6977623869","doi":"10.7275/28355453","title":"Development of a Predictive Model for Frailty Utilizing Electronic Health Records","year":2022,"lang":"en","type":"article","venue":"ScholarWorks@UMassAmherst (University of Massachusetts Amherst)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Comorbidity; Medical record; Frailty syndrome; Diagnosis code; Predictive modelling; Cohort; MEDLINE; Cohort study","score_opus":0.04591822353538327,"score_gpt":0.2752913063384741,"score_spread":0.22937308280309082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977623869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72350955,0.0023513054,0.25038058,0.010289328,0.00064755476,0.0054932623,0.0009916603,0.00053734233,0.005799408],"genre_scores_gemma":[0.9103155,0.000092696304,0.085004136,0.00032602885,0.000040030183,0.000023289063,0.00028540287,0.00008615683,0.0038267379],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9961075,0.00023137483,0.0006827636,0.0008305037,0.0011406293,0.0010072268],"domain_scores_gemma":[0.99742776,0.00018115042,0.00085174356,0.0007679379,0.00038850337,0.00038291403],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0018866063,0.00040319716,0.0010075124,0.00053873635,0.0011424273,0.000017136932,0.000721028,0.0002212452,0.0004758229],"category_scores_gemma":[0.00014295484,0.0005297831,0.00044421642,0.00083932467,0.00026050565,0.00047752258,0.00047585563,0.0013222272,0.0000064849355],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.041097205,0.0117882015,0.060492404,0.007695195,0.011844431,0.00019029049,0.2533047,0.06509476,0.023711279,0.010390509,0.17190152,0.3424895],"study_design_scores_gemma":[0.04258381,0.009833813,0.027479514,0.002010638,0.001671015,0.00015027406,0.19589444,0.4074075,0.0016401557,0.0026546475,0.30568534,0.0029888398],"about_ca_topic_score_codex":0.00016852342,"about_ca_topic_score_gemma":0.0005613515,"teacher_disagreement_score":0.34231275,"about_ca_system_score_codex":0.0023473832,"about_ca_system_score_gemma":0.0028689238,"threshold_uncertainty_score":0.9997154},"labels":[],"label_agreement":null},{"id":"W6977666710","doi":"10.6084/m9.figshare.26691985.v1","title":"Additional file 1 of “It’s a stressful, trying time for the caretaker”: an interpretive description qualitative study of postoperative transitions in care for older adults with frailty from the perspectives of informal caregivers","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Ottawa","funders":"","keywords":"Qualitative research; Perspective (graphical); Context (archaeology); Focus group; Older people; Data collection","score_opus":0.03030602226284021,"score_gpt":0.3104592465290095,"score_spread":0.2801532242661693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977666710","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03941909,0.00025241866,0.00002056689,0.00026636588,0.000015013784,0.0030050604,0.95679903,0.000018005841,0.00020445872],"genre_scores_gemma":[0.6251901,4.4626788e-7,0.0002703735,0.000027562117,0.000026756823,0.0025343953,0.37188655,0.000016220265,0.00004757648],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99886,0.00011199731,0.00032216392,0.00027321986,0.00028763135,0.0001450126],"domain_scores_gemma":[0.9942044,0.004258172,0.00014626549,0.00022497811,0.0011288227,0.000037355865],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000043093263,0.00017707181,0.00032123495,0.000095932606,0.00008844689,0.000018520215,0.00015870568,0.00007388157,0.26932228],"category_scores_gemma":[0.0014334669,0.00010909819,0.00013688362,0.00023228688,0.00008978042,0.00031584364,0.000024653842,0.00020061091,0.000005064963],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083304086,0.00015614167,0.0000024081971,0.00031191247,0.00026268288,0.0000021009719,0.756755,0.000059022233,0.000017515922,0.000004151723,0.24086483,0.0007312091],"study_design_scores_gemma":[0.0018124362,0.00248196,0.003376346,0.019472087,0.0001308037,0.0000025033985,0.96857715,0.0023235462,0.00014348178,0.0000051674447,0.001559924,0.00011460479],"about_ca_topic_score_codex":0.00030050028,"about_ca_topic_score_gemma":0.0034904964,"teacher_disagreement_score":0.585771,"about_ca_system_score_codex":0.00012062679,"about_ca_system_score_gemma":0.0003469042,"threshold_uncertainty_score":0.73134565},"labels":[],"label_agreement":null},{"id":"W6977799714","doi":"10.6084/m9.figshare.26641726","title":"Additional file 1 of Reversing frailty in older adults: a scoping review","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bruyère; Montfort Hospital; University of Ottawa","funders":"","keywords":"Reversing; MEDLINE; Older people; Work (physics); Context (archaeology)","score_opus":0.04703588184951937,"score_gpt":0.3249578133227066,"score_spread":0.2779219314731872,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977799714","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000028990557,0.017519137,1.349532e-7,0.00035378194,0.000026533304,0.00066195714,0.97571015,0.00006873512,0.0056566815],"genre_scores_gemma":[0.00019786495,0.000084829946,0.0005271004,0.00076089654,0.00012414086,0.00075001694,0.9963687,0.000022026525,0.0011644139],"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","domain_scores_codex":[0.999049,0.00001995213,0.0002864205,0.00024131611,0.00023956962,0.00016372926],"domain_scores_gemma":[0.9987218,0.00086012157,0.000053524567,0.00019980804,0.000100640784,0.00006413915],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000024591516,0.00010828534,0.00025859938,0.000103464125,0.000017407145,0.00000970777,0.00007370612,0.00007074274,0.9980199],"category_scores_gemma":[0.0058197016,0.000102926206,0.0001029122,0.0003938359,0.000007693759,0.00012071395,0.000049727296,0.00022030325,0.0036467754],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005020726,0.00002393618,6.315063e-7,0.0443202,0.000008926632,0.0000923209,0.0000598895,1.637975e-7,8.98069e-7,2.7797768e-7,0.9464468,0.009040952],"study_design_scores_gemma":[0.00015210113,0.000021131953,0.00048252445,0.6480021,0.000006890695,0.00004032463,0.000012392765,0.00008325792,0.000018330544,0.000001590282,0.35111716,0.00006220805],"about_ca_topic_score_codex":0.000004556962,"about_ca_topic_score_gemma":0.000023778062,"teacher_disagreement_score":0.9943731,"about_ca_system_score_codex":0.00007217758,"about_ca_system_score_gemma":0.00025625754,"threshold_uncertainty_score":0.997129},"labels":[],"label_agreement":null},{"id":"W6977826894","doi":"10.6084/m9.figshare.26036507","title":"Additional file 2 of Exploring the perspectives of older adults who are pre-frail and frail to identify interventions to reduce sedentary behaviour and improve mobility: a thematic content analysis","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Osteoporosis Canada; University of Waterloo; McMaster University; University of Manitoba","funders":"","keywords":"Thematic analysis; Psychological intervention; Content analysis; Qualitative research; Quality of life (healthcare); Intervention (counseling)","score_opus":0.07351199993661135,"score_gpt":0.3333109448519885,"score_spread":0.25979894491537714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6977826894","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2423034,0.00068353396,0.000003485294,0.00058124214,0.000023727984,0.00081576954,0.75552094,0.00002926846,0.000038652535],"genre_scores_gemma":[0.8771486,0.0000065320273,0.00030944633,0.00008216993,0.000083690415,0.0052783997,0.11459606,0.000028019711,0.0024670484],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99865335,0.00004131553,0.0004004774,0.00042638864,0.00032057898,0.00015788367],"domain_scores_gemma":[0.99817365,0.0008403937,0.00011779847,0.00037323424,0.00034724962,0.00014768504],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000063908345,0.00016526636,0.00039769636,0.00028023164,0.000053664946,0.00004694937,0.00012765979,0.000046944206,0.66104436],"category_scores_gemma":[0.0028645226,0.0001263043,0.00028180852,0.00053094694,0.000035476234,0.00016672743,0.00022939901,0.00017788539,0.00005094383],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056836325,0.000210663,0.00022419603,0.0037582163,0.00061714515,0.000014859391,0.020373484,0.000003222761,0.00008941702,0.0000014369001,0.97035414,0.0042963964],"study_design_scores_gemma":[0.0004879581,0.00038375656,0.8569903,0.083423704,0.00074380153,0.00002809734,0.05452925,0.00027121507,0.000820773,0.000015804255,0.002104506,0.00020084225],"about_ca_topic_score_codex":0.00008967705,"about_ca_topic_score_gemma":0.0002566254,"teacher_disagreement_score":0.9682496,"about_ca_system_score_codex":0.00007461798,"about_ca_system_score_gemma":0.000049628794,"threshold_uncertainty_score":0.515054},"labels":[],"label_agreement":null},{"id":"W6979754587","doi":"","title":"Addressing health care needs for frail seniors in Canada: the role of interRAI instrument","year":2013,"lang":"en","type":"article","venue":"Queensland's institutional digital repository (The University of Queensland)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Health care; Long-term care; MEDLINE; Activities of daily living; Work (physics); Needs assessment; Public health; Healthcare system; Context (archaeology)","score_opus":0.0159764670474763,"score_gpt":0.22234704594345353,"score_spread":0.20637057889597724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6979754587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9774499,0.0006489276,0.00027024545,0.0034892457,0.00028229432,0.0011513537,0.0001787951,0.000022863602,0.01650636],"genre_scores_gemma":[0.9988242,0.0000146309285,0.00020336102,0.00018165921,0.000069553615,0.0000041177846,0.000091869086,0.000010699651,0.00059993216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985875,0.000054165783,0.00039773292,0.00021343009,0.00046265047,0.00028451462],"domain_scores_gemma":[0.99877626,0.00017359965,0.00026415664,0.00032992673,0.00032478437,0.00013127414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008109278,0.00018405345,0.00037706297,0.00013230115,0.00030935838,0.000025347133,0.00029137626,0.00007625192,0.000021773842],"category_scores_gemma":[0.000074930445,0.00013174814,0.00015428591,0.00020770529,0.00048093867,0.000270448,0.000104141254,0.0002422016,0.000004307878],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013061787,0.00039163785,0.86322665,0.00091644196,0.00060795766,0.00007248188,0.023256158,0.0017750945,0.00077482767,0.004211451,0.019513534,0.08394756],"study_design_scores_gemma":[0.0059415875,0.00081098214,0.78865325,0.0021206264,0.00014648048,0.00038961507,0.07915537,0.0018713245,0.002493919,0.0005603814,0.117311954,0.00054452295],"about_ca_topic_score_codex":0.49853787,"about_ca_topic_score_gemma":0.18118887,"teacher_disagreement_score":0.317349,"about_ca_system_score_codex":0.000989395,"about_ca_system_score_gemma":0.0031899603,"threshold_uncertainty_score":0.8337523},"labels":[],"label_agreement":null},{"id":"W6980082793","doi":"","title":"Association entre la fragilité et la tolérabilité, ainsi que l'efficacité, des médicaments anticrise chez les personnes âgées atteintes d'épilepsie","year":2022,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Frailty Network; Eisai Canada; Eisai; Fondation du CHUM","keywords":"Population; Psychomotor disorder; Validation test; Drug compliance","score_opus":0.006454149900887542,"score_gpt":0.2110881220628073,"score_spread":0.20463397216191975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980082793","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9260285,0.020566987,0.00011004907,0.0018617285,0.0018347156,0.0010669186,0.00041878887,0.00029899197,0.047813307],"genre_scores_gemma":[0.82990634,0.0031454042,0.0007328647,0.00022363581,0.0004413217,0.00011182481,0.0021447137,0.000115192444,0.16317868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9929138,0.0017830087,0.0009437778,0.0013621672,0.0019385801,0.0010586721],"domain_scores_gemma":[0.99504066,0.0019147827,0.0009739798,0.0006942693,0.0007288396,0.0006474514],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011799008,0.001028718,0.0010897623,0.00059137587,0.0074267336,0.00018213637,0.00067972246,0.0012027946,0.0014333229],"category_scores_gemma":[0.0015423778,0.0012265507,0.0008381701,0.000675613,0.0009040112,0.00065022695,0.00036952423,0.00192894,0.00014160812],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019989193,0.0023681046,0.6936721,0.0017533656,0.0029084184,0.0052026715,0.23597479,0.0032581973,0.019794714,0.00887345,0.004294914,0.019900342],"study_design_scores_gemma":[0.0054305,0.0005785258,0.52541673,0.0026660457,0.0028294486,0.0017481702,0.2611957,0.0017652247,0.009069668,0.00029206145,0.18743518,0.0015727232],"about_ca_topic_score_codex":0.049148615,"about_ca_topic_score_gemma":0.012744426,"teacher_disagreement_score":0.18314028,"about_ca_system_score_codex":0.017812636,"about_ca_system_score_gemma":0.0028394146,"threshold_uncertainty_score":0.9994795},"labels":[],"label_agreement":null},{"id":"W6980465458","doi":"","title":"Care &amp; cure: reducing cognitive decline among elderly patients in healthcare settings by way of caring architectural principles","year":2022,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive decline; Cognition; Geriatrics; Health care; Older people; Architecture; Care of the elderly; Gerontological nursing","score_opus":0.010368527298576947,"score_gpt":0.24699269650300146,"score_spread":0.2366241692044245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980465458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9942237,0.0008510937,0.000023104933,0.00025272483,0.0005835373,0.0012833673,0.0006605376,0.0000936703,0.0020282404],"genre_scores_gemma":[0.94960004,0.0001112223,0.00026033312,0.000044392786,0.00005693501,0.000007421562,0.035225846,0.00008968158,0.014604131],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996927,0.0002040316,0.000619352,0.0008755593,0.00080467894,0.0005693465],"domain_scores_gemma":[0.9979061,0.0001240327,0.00071042124,0.0004253798,0.0005741259,0.00025995748],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010520006,0.00050178124,0.0008476879,0.0012084446,0.00022278666,0.000021940241,0.0003832062,0.0003869839,0.0002184398],"category_scores_gemma":[0.0001943027,0.0006199378,0.00028375525,0.0010097241,0.000114398776,0.00015679924,0.00021972001,0.0014634449,0.0000039848496],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002853263,0.0007821539,0.8070225,0.009185341,0.00076179305,0.00044350867,0.11708667,0.00017985926,0.0006109321,0.00007738185,0.0012231604,0.05977342],"study_design_scores_gemma":[0.018038731,0.0023907772,0.6903073,0.01873915,0.002158024,0.000032600095,0.23588814,0.00008307342,0.005653036,0.00002125093,0.02430165,0.0023862245],"about_ca_topic_score_codex":0.010978691,"about_ca_topic_score_gemma":0.13742228,"teacher_disagreement_score":0.12644358,"about_ca_system_score_codex":0.00070945197,"about_ca_system_score_gemma":0.00032743468,"threshold_uncertainty_score":0.9996252},"labels":[],"label_agreement":null},{"id":"W6980840093","doi":"","title":"Dan Bern Live at The Ashokan Center on 2013-08-24","year":2013,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Blues; Center (category theory); Nova scotia; White (mutation)","score_opus":0.007821209256079827,"score_gpt":0.1995329282062052,"score_spread":0.19171171895012537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6980840093","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020622792,0.00039063467,8.500262e-8,0.0038143464,0.00068804494,0.0013815069,0.00022898887,0.00020025614,0.9930899],"genre_scores_gemma":[0.00038310114,0.00056007085,0.00021619108,0.002275954,0.0004524092,0.000050402236,0.0006566909,0.00022484241,0.9951803],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977117,0.00008519061,0.00068633154,0.00030114406,0.00077240495,0.00044321414],"domain_scores_gemma":[0.9978969,0.00017477496,0.0006106799,0.00092165265,0.00018129777,0.0002146848],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016005506,0.00050926174,0.0005778876,0.00008592934,0.000094268245,0.000048241724,0.00038101364,0.0005379055,0.7111236],"category_scores_gemma":[0.00014690658,0.00036461768,0.00027156633,0.000007339618,0.0002677141,2.1164315e-7,0.00018172208,0.00056952593,0.22522555],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015012389,0.00010602821,0.00002683066,0.0004962946,0.00017384424,0.00002942195,0.00032229102,0.00003201719,3.3653572e-7,0.000010163496,0.99706507,0.0015875815],"study_design_scores_gemma":[0.0014015326,0.00040586805,0.000055681357,0.0009687728,0.000121900746,0.00027574084,0.0001616427,0.000017606435,0.000017095603,0.0000015921922,0.996234,0.00033856934],"about_ca_topic_score_codex":0.004429909,"about_ca_topic_score_gemma":0.002540749,"teacher_disagreement_score":0.48589805,"about_ca_system_score_codex":0.0001528706,"about_ca_system_score_gemma":0.00003377069,"threshold_uncertainty_score":0.99988055},"labels":[],"label_agreement":null},{"id":"W6981196722","doi":"","title":"Discharge Outcomes in Seniors Hospitalized for More than 30 Days","year":2005,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"MEDLINE; Population; Population ageing; Duration (music); Disease; Work (physics)","score_opus":0.017914775992048316,"score_gpt":0.2621397168012339,"score_spread":0.24422494080918555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981196722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8869664,0.0000032676635,0.0005050718,0.0062403143,0.0002351576,0.0027016655,0.00016528503,0.00034072765,0.10284209],"genre_scores_gemma":[0.98664385,0.0062754843,0.0050608143,0.0004998874,0.00018547269,0.000020841426,0.000122042205,0.00007453026,0.0011170638],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982435,0.000053891657,0.0002688065,0.0005440327,0.00030215606,0.0005875763],"domain_scores_gemma":[0.99893814,0.00012383344,0.00011324846,0.00054129394,0.000119329525,0.00016413107],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013927933,0.000334163,0.00055987167,0.0063736723,0.0000998252,0.000023394123,0.00030874205,0.00018491993,0.00009075554],"category_scores_gemma":[0.00019045438,0.0003167121,0.0002807367,0.003027834,0.00011386075,0.00041792617,0.00013860274,0.0002742501,0.00005522026],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029655602,0.0051694503,0.8456614,0.0010789125,0.0012509574,0.0012841595,0.06078801,0.0000998987,0.00025157112,0.0044216495,0.0071415543,0.069886886],"study_design_scores_gemma":[0.009764702,0.00034186404,0.029793262,0.00014241583,0.00017819661,0.000017411938,0.0012420622,0.0007038205,0.0006678705,0.0000010915031,0.9567316,0.00041569263],"about_ca_topic_score_codex":0.010113672,"about_ca_topic_score_gemma":0.0066164793,"teacher_disagreement_score":0.94959,"about_ca_system_score_codex":0.00047105484,"about_ca_system_score_gemma":0.00029935382,"threshold_uncertainty_score":0.9999285},"labels":[],"label_agreement":null},{"id":"W6981493983","doi":"","title":"Elle veut le chaos : Sortir du rang. \\n Elle veut le chaos, Canada (Québec) 2008, 105 minutes","year":2009,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interpretation (philosophy); Meaning (existential); Relation (database); Context (archaeology); Subject (documents)","score_opus":0.004741968382505749,"score_gpt":0.1552647441858597,"score_spread":0.15052277580335394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981493983","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08718676,0.35894805,0.00024888106,0.53225887,0.002169437,0.0010363908,0.00025638146,0.00025681843,0.017638389],"genre_scores_gemma":[0.38495308,0.018109284,0.00047714773,0.003542985,0.0016455548,0.000013463096,0.00019991906,0.00013708115,0.59092146],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99541545,0.00019727243,0.0006024162,0.0010233646,0.0008932579,0.0018682298],"domain_scores_gemma":[0.9965801,0.00030986383,0.00038113692,0.0012227714,0.00032240408,0.0011836776],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00031123482,0.00082035945,0.0010749539,0.000315314,0.0012909919,0.00003588841,0.0008098678,0.00053926563,0.0014461366],"category_scores_gemma":[0.00022556394,0.0010207001,0.00040370817,0.00075870374,0.00032001434,0.00043553064,0.00032479258,0.0008047341,0.00065575243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043987654,0.0005794268,0.0013364272,0.00020470227,0.0004240461,0.011212176,0.0017220133,0.00080599554,0.0016588437,0.0013320114,0.9045178,0.075766675],"study_design_scores_gemma":[0.007434471,0.00055765855,0.005303142,0.0005844038,0.0005206592,0.0012888707,0.0032571706,0.005171104,0.003131728,0.00014119296,0.9716588,0.00095077534],"about_ca_topic_score_codex":0.9737442,"about_ca_topic_score_gemma":0.99636877,"teacher_disagreement_score":0.5732831,"about_ca_system_score_codex":0.015245284,"about_ca_system_score_gemma":0.004200832,"threshold_uncertainty_score":0.99946666},"labels":[],"label_agreement":null},{"id":"W6982269883","doi":"","title":"Hospitalize Yaşlı Hastalarda Kırılganlığın ve Etkilerinin Değerlendirilmesi","year":2018,"lang":"en","type":"dissertation","venue":"Hacettepe University Institutional Repository (hacettepe.edu.tr)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Frailty syndrome; Grip strength; Geriatrics; Population; Hand strength; Bioelectrical impedance analysis; Muscle strength","score_opus":0.01047153874251531,"score_gpt":0.23397873004156194,"score_spread":0.22350719129904664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6982269883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73075867,0.0013907377,0.0006074525,0.0024145676,0.011760334,0.00280404,0.00061579014,0.0011772844,0.24847113],"genre_scores_gemma":[0.53644085,0.0005369419,0.0070827445,0.0019269241,0.005812431,0.000067821224,0.011389492,0.0004457258,0.43629706],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99138904,0.00031698903,0.0012976773,0.0025112582,0.0028977736,0.0015872624],"domain_scores_gemma":[0.9933964,0.0002300424,0.0011714627,0.0020226398,0.0020070036,0.0011724428],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.00043287268,0.0018019151,0.001918361,0.0013616416,0.0023089366,0.00025986304,0.0013642507,0.0021906567,0.0011061099],"category_scores_gemma":[0.0005737325,0.002064211,0.0012861936,0.00118133,0.0014906479,0.0010750196,0.00036584042,0.002555116,0.0015026317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008004541,0.0032053078,0.0069694635,0.0031320485,0.0053101312,0.023272745,0.0070142327,0.00031103648,0.027020043,0.0070241527,0.90275973,0.0059765377],"study_design_scores_gemma":[0.008561056,0.0014434289,0.032153275,0.0034806922,0.002669767,0.0026876433,0.0047272393,0.00023905061,0.021122325,0.00008920588,0.91966265,0.003163665],"about_ca_topic_score_codex":0.0006345552,"about_ca_topic_score_gemma":0.00050089,"teacher_disagreement_score":0.1943178,"about_ca_system_score_codex":0.0032528865,"about_ca_system_score_gemma":0.0044383006,"threshold_uncertainty_score":0.999807},"labels":[],"label_agreement":null},{"id":"W6986854277","doi":"","title":"Reproducibility and validity of the Portuguese Edmonton Frail Scale version in cardiac surgery patients","year":2023,"lang":"en","type":"article","venue":"Universidade Nova de Lisboa's Repository (Universidade Nova de Lisboa)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Portuguese; Anesthesiology; Scale (ratio); Cardiac surgery; Cardiothoracic surgery; University hospital","score_opus":0.02812599353584796,"score_gpt":0.25149466313418173,"score_spread":0.22336866959833376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986854277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98543775,0.00017008845,0.00001719957,0.002861688,0.0014564514,0.0010420133,0.00013064514,0.0002759488,0.008608227],"genre_scores_gemma":[0.9920988,0.00017710919,0.0003520272,0.00021267595,0.0002604781,0.0000044099675,0.00015379272,0.00008276486,0.006657929],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9944531,0.0007602201,0.0007703691,0.0018311688,0.0011340263,0.0010511664],"domain_scores_gemma":[0.99474216,0.0008032862,0.0005572408,0.0027919838,0.0005830991,0.00052224396],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022135517,0.0005509385,0.0011380756,0.0011593483,0.00032799772,0.00004916084,0.00063683966,0.0006779955,0.00012926038],"category_scores_gemma":[0.001353032,0.0005649379,0.0006507719,0.002993887,0.00069312705,0.0007511578,0.00074193394,0.0010590745,0.000032800104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067127694,0.00046588003,0.9337903,0.0004157991,0.00015849787,0.0005280585,0.002923448,0.00006838171,0.024350656,0.000036281468,0.033997703,0.0025937],"study_design_scores_gemma":[0.0021266337,0.00022364131,0.9622608,0.0006036001,0.000342228,0.000082346734,0.0033787792,0.00028887414,0.026006686,0.000057564062,0.004125083,0.0005038076],"about_ca_topic_score_codex":0.0035045622,"about_ca_topic_score_gemma":0.00024056752,"teacher_disagreement_score":0.02987262,"about_ca_system_score_codex":0.001559215,"about_ca_system_score_gemma":0.00081344735,"threshold_uncertainty_score":0.9996802},"labels":[],"label_agreement":null},{"id":"W6986873178","doi":"","title":"Rehabilitación física geriátrica y prevención del síndrome de caídas Hospital II Clínica geriátrica San Isidro Labrador 2019","year":2021,"lang":"es","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); MEDLINE; Economic shortage","score_opus":0.012781239913125119,"score_gpt":0.2519024918366647,"score_spread":0.23912125192353956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6986873178","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7250425,0.016852424,0.0019795683,0.17368834,0.0068367976,0.00425192,0.0015990392,0.0018762288,0.06787316],"genre_scores_gemma":[0.97103137,0.002330653,0.01397915,0.0011121554,0.0031612753,0.00057671074,0.0010142789,0.00036578995,0.0064286366],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.985981,0.0016597627,0.0028823738,0.003255954,0.0029640447,0.0032568823],"domain_scores_gemma":[0.9886251,0.0015994802,0.0013349326,0.0034460593,0.0022739896,0.0027204324],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0016019188,0.001902277,0.002468938,0.0011938756,0.0020399652,0.00072678033,0.0019299852,0.0023750493,0.0007970173],"category_scores_gemma":[0.007451445,0.002025288,0.0014278685,0.0034386278,0.00021804047,0.0012392857,0.0017435881,0.0032213395,0.0002617594],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.002511948,0.01918451,0.025453094,0.0040280577,0.0046215937,0.014651075,0.018963529,0.00024304741,0.0342606,0.7223499,0.122442126,0.03129055],"study_design_scores_gemma":[0.0052514463,0.0014174539,0.089595124,0.001726884,0.0009933319,0.0074915146,0.0010204677,0.0006033005,0.0029694256,0.00050629844,0.8863353,0.0020894625],"about_ca_topic_score_codex":0.00002848462,"about_ca_topic_score_gemma":0.00016910752,"teacher_disagreement_score":0.7638932,"about_ca_system_score_codex":0.0041596643,"about_ca_system_score_gemma":0.006782149,"threshold_uncertainty_score":0.9996632},"labels":[],"label_agreement":null},{"id":"W6987218437","doi":"","title":"Síndrome de fragilidade relacionada à incapacidade funcional no idoso","year":2012,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Activities of daily living; Observational study; Quality of life (healthcare)","score_opus":0.02453286686692442,"score_gpt":0.2569634263545921,"score_spread":0.23243055948766767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987218437","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38866752,0.016851403,0.0077250344,0.12130408,0.024517147,0.005523132,0.0014282194,0.002954609,0.43102884],"genre_scores_gemma":[0.97367656,0.0004946019,0.005010621,0.0020388025,0.0075846026,0.00049700623,0.0008975186,0.00034480836,0.009455453],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98703897,0.0013974464,0.002348786,0.0018681803,0.0033132923,0.004033334],"domain_scores_gemma":[0.99031055,0.0011467058,0.001128129,0.0021150396,0.0014730468,0.0038265137],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0026965078,0.0017842043,0.0017735101,0.0012052144,0.0015372336,0.00041657034,0.0015379189,0.0025619366,0.0013794235],"category_scores_gemma":[0.0043535284,0.0018508037,0.0009695926,0.0017449809,0.00015114874,0.0017092508,0.00084665796,0.0037912608,0.0013536062],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024299617,0.0068552545,0.030292941,0.0018295147,0.0021829351,0.0017007681,0.016064784,0.00015730949,0.018601,0.8553752,0.06163888,0.0028714945],"study_design_scores_gemma":[0.004888606,0.00042849974,0.055284247,0.0013077345,0.0007334841,0.0106175095,0.0014143888,0.0009867692,0.0016451709,0.00022802396,0.9206764,0.0017891438],"about_ca_topic_score_codex":0.000011642756,"about_ca_topic_score_gemma":0.00013710927,"teacher_disagreement_score":0.8590375,"about_ca_system_score_codex":0.005073119,"about_ca_system_score_gemma":0.0034132146,"threshold_uncertainty_score":0.99976265},"labels":[],"label_agreement":null},{"id":"W6989418795","doi":"","title":"Assessment of frailty and quality of life in octogenarians with symptomatic coronary artery disease : the FRAIL HEART study","year":2020,"lang":"en","type":"article","venue":"Repository@Hull (Worktribe) (University of Hull)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mace; Coronary artery disease; Conventional PCI; Comorbidity; Quality of life (healthcare); Observational study; Acute coronary syndrome; Cohort study; Prospective cohort study; Cohort","score_opus":0.03292396373757637,"score_gpt":0.26520496164464036,"score_spread":0.232280997907064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6989418795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945423,0.00028195535,0.00030898568,0.0030366331,0.000053345942,0.0011754734,0.00004204124,0.000038730916,0.00052053336],"genre_scores_gemma":[0.9987376,0.000018964101,0.00080099556,0.00017586157,0.000040724775,0.0000019237877,0.000014333191,0.000018115821,0.00019148963],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976784,0.00041475764,0.0005148655,0.0004303771,0.0007338593,0.00022772746],"domain_scores_gemma":[0.99800473,0.000339379,0.00045066708,0.00064773794,0.000195632,0.00036185613],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003698086,0.00022753025,0.0008700366,0.000110820525,0.00013077763,0.000009862349,0.00027394638,0.00009234823,0.000047433772],"category_scores_gemma":[0.00010564342,0.00019234951,0.00014645263,0.00044120318,0.00042101205,0.00014915358,0.00019059207,0.00033350682,0.0000012765311],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013725868,0.0011208472,0.9875244,0.0007310344,0.00040883405,0.00021675845,0.005457856,0.00015472535,0.002333685,0.00007197818,0.00046163166,0.00014569586],"study_design_scores_gemma":[0.0046860185,0.0014611662,0.97791475,0.0003919589,0.00039424808,0.000021702934,0.0137470225,0.001032377,0.00008086562,0.000010621163,0.000083831204,0.00017543267],"about_ca_topic_score_codex":0.0010110807,"about_ca_topic_score_gemma":0.00035038503,"teacher_disagreement_score":0.009609612,"about_ca_system_score_codex":0.00008981054,"about_ca_system_score_gemma":0.0004408963,"threshold_uncertainty_score":0.7843785},"labels":[],"label_agreement":null},{"id":"W6990839600","doi":"","title":"Elderly frailty in a social center","year":2020,"lang":"pt","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Social support; Social vulnerability; Vulnerability (computing); Center (category theory); Depression (economics)","score_opus":0.34488298590510547,"score_gpt":0.5570677277066378,"score_spread":0.21218474180153235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6990839600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91974986,0.029211173,0.00032814898,0.022115588,0.0028254092,0.002716292,0.0005921769,0.00013133956,0.022330035],"genre_scores_gemma":[0.9827927,0.0064013544,0.00010411271,0.00570249,0.0022757007,0.000059610968,0.000071074646,0.00020550583,0.0023874943],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99220896,0.0008008925,0.0025276404,0.0012193157,0.0019445771,0.0012985939],"domain_scores_gemma":[0.9954388,0.00051010697,0.0015723867,0.00073972717,0.0005746285,0.0011643391],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013718805,0.00092458044,0.0025416885,0.0011451197,0.00036475065,0.0014523618,0.004527849,0.00056595675,0.05099389],"category_scores_gemma":[0.0016301755,0.0009319483,0.00065798714,0.0027463,0.00037093365,0.0027817895,0.0021735374,0.0024199074,0.000415844],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012132676,0.0011008448,0.5372717,0.00075794663,0.0005870181,0.00060468534,0.0049348255,0.000025450532,0.019259728,0.000034560337,0.4052311,0.028978914],"study_design_scores_gemma":[0.00823573,0.00015594509,0.9049063,0.0032589578,0.0003979723,0.00005274948,0.0010941476,0.0003594574,0.006204421,0.0006344354,0.073528826,0.001171053],"about_ca_topic_score_codex":0.0013436188,"about_ca_topic_score_gemma":0.0003023615,"teacher_disagreement_score":0.36763462,"about_ca_system_score_codex":0.00043427697,"about_ca_system_score_gemma":0.0006842529,"threshold_uncertainty_score":0.99988157},"labels":[],"label_agreement":null},{"id":"W6991233670","doi":"","title":"Fragilidade em idosos: evidências para o desenvolvimento dos diagnósticos de enfermagem \"risco para fragilidade no idoso\" e ou \"síndrome da fragilidade no idoso\" - aplicação da Escala de Fragilidade de Edmonton: Nota Prévia","year":2012,"lang":"pt","type":"other","venue":"Lume (Universidade Federal do Rio Grande do Sul)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Service (business); Depression (economics); Lafora disease","score_opus":0.03302169429587038,"score_gpt":0.29104324246799884,"score_spread":0.25802154817212847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6991233670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5290644,0.06844229,0.04040044,0.020046493,0.017702043,0.04024595,0.009207708,0.009198103,0.26569256],"genre_scores_gemma":[0.68452287,0.005101028,0.008644927,0.0057877204,0.009514729,0.0013240167,0.002860021,0.0043030875,0.27794158],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.96419305,0.0038961016,0.0049073906,0.007898387,0.006102754,0.013002306],"domain_scores_gemma":[0.97380906,0.0029773398,0.0038683496,0.00817414,0.0016700822,0.009501012],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.003551228,0.008428426,0.008808063,0.0036839114,0.0033194497,0.005391828,0.007342715,0.009715178,0.041935485],"category_scores_gemma":[0.003278851,0.00946763,0.004378159,0.0038279537,0.0026806195,0.0036516103,0.0029265229,0.012556441,0.018414663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01898329,0.02030701,0.16340618,0.024754593,0.025528835,0.034006514,0.08037995,0.0012767307,0.06285824,0.006243276,0.5108954,0.051360022],"study_design_scores_gemma":[0.060386293,0.005308122,0.11110521,0.024050344,0.014454829,0.00465801,0.018662773,0.012300448,0.003602378,0.0028886674,0.72071725,0.021865673],"about_ca_topic_score_codex":0.0071363314,"about_ca_topic_score_gemma":0.0014997338,"teacher_disagreement_score":0.2098219,"about_ca_system_score_codex":0.0090335375,"about_ca_system_score_gemma":0.0038069433,"threshold_uncertainty_score":0.99947524},"labels":[],"label_agreement":null},{"id":"W6999026917","doi":"","title":"Biomarker assessment of frailty in acute cardiovascular patients","year":2019,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Jewish General Hospital","keywords":"Biomarker; Disease; MEDLINE; Risk assessment; Population","score_opus":0.02182509591543235,"score_gpt":0.2900648769181143,"score_spread":0.2682397810026819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6999026917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90486676,0.00045412654,2.9899903e-7,0.000011523639,0.0020464463,0.0024054288,0.0017576686,0.00011960933,0.08833813],"genre_scores_gemma":[0.9822738,0.0004295142,0.0010609668,0.00015267915,0.000027154625,0.00020209723,0.006002876,0.00031054157,0.009540353],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9931019,0.00042199992,0.001679863,0.0015264418,0.002372515,0.0008973078],"domain_scores_gemma":[0.995515,0.00020387233,0.00076861004,0.002124744,0.0010083717,0.00037939963],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010391719,0.0010296847,0.0023695275,0.0010299708,0.00019144262,0.000030470368,0.00064227835,0.0013976797,0.0003592188],"category_scores_gemma":[0.00069398014,0.0010515075,0.0014380337,0.0009981415,0.000076890334,0.00049205613,0.00018506793,0.0020557276,0.00023166947],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025448732,0.005321902,0.057739235,0.0099281585,0.01966071,0.001048091,0.00007980574,0.00014137173,0.062918365,0.0062511656,0.00009746457,0.83426887],"study_design_scores_gemma":[0.013860625,0.001037717,0.8977286,0.0046402346,0.0035651023,0.000045510173,0.0002649656,0.00011883003,0.030535905,0.00079340173,0.04548631,0.0019227568],"about_ca_topic_score_codex":0.0005708913,"about_ca_topic_score_gemma":0.00033722055,"teacher_disagreement_score":0.8399894,"about_ca_system_score_codex":0.001510815,"about_ca_system_score_gemma":0.00023732714,"threshold_uncertainty_score":0.99989873},"labels":[],"label_agreement":null},{"id":"W7000566808","doi":"","title":"Fragilidade em idosos em uma cidade do sul do Brasil.","year":2014,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Frailty syndrome; Multimorbidity; Population; Older people; Disease; Diabetes mellitus; Population ageing; Activities of daily living","score_opus":0.013604268687307724,"score_gpt":0.27050410897337557,"score_spread":0.2568998402860678,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7000566808","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8671477,0.00025875607,0.0030518435,0.005881616,0.0006589367,0.0006583364,0.00000928179,0.000584573,0.12174895],"genre_scores_gemma":[0.9684043,0.000016628112,0.0035023708,0.003979487,0.00079625903,0.000025926034,0.000026241569,0.000068339315,0.02318048],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977902,0.00007364023,0.00043400942,0.0005439991,0.0005944913,0.000563648],"domain_scores_gemma":[0.99820614,0.0002056334,0.00008699164,0.00095535425,0.00014297271,0.00040288697],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029872663,0.0003103215,0.00047609155,0.00015322749,0.00008736326,0.00011539412,0.00027597853,0.00024813556,0.0046882494],"category_scores_gemma":[0.00061204797,0.00024943033,0.00016581986,0.00027216756,0.000078291705,0.00014226342,0.000110317334,0.0004383315,0.002515129],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033862307,0.0007837713,0.07894047,0.00055808923,0.0003646202,0.00022702651,0.0074265436,0.000025839461,0.017334457,0.016880391,0.3522248,0.52489537],"study_design_scores_gemma":[0.017921176,0.0022780118,0.5919742,0.0011247201,0.00047484413,0.0010055853,0.0072262916,0.0035747995,0.064619005,0.0054398947,0.30235794,0.0020035508],"about_ca_topic_score_codex":0.00007957788,"about_ca_topic_score_gemma":0.00013495654,"teacher_disagreement_score":0.5228918,"about_ca_system_score_codex":0.000083002225,"about_ca_system_score_gemma":0.000060814662,"threshold_uncertainty_score":0.99999577},"labels":[],"label_agreement":null},{"id":"W7005488213","doi":"","title":"Rendimiento de la escala de fragilidad de Edmonton para detectar fragilidad en adultos mayores del Hospital Policial Geriátrico San José","year":2024,"lang":"es","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Elderly people; Older people; Population; Nursing homes","score_opus":0.011330339231837076,"score_gpt":0.2711105274410103,"score_spread":0.2597801882091732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005488213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93932104,0.005335707,0.0016750203,0.0115751,0.0037361616,0.0027290538,0.0005759403,0.0014500816,0.033601888],"genre_scores_gemma":[0.97895724,0.0019045689,0.005493585,0.0006507308,0.0057065175,0.0014557078,0.0028147108,0.00059470476,0.0024222138],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9856009,0.0022859678,0.002707583,0.0029370782,0.0029735535,0.003494933],"domain_scores_gemma":[0.99095625,0.0019157417,0.0013809226,0.0019086095,0.0012802015,0.0025582921],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0023254822,0.0024779276,0.002291031,0.002365747,0.0014483429,0.0013483121,0.0021219433,0.004888597,0.00022047047],"category_scores_gemma":[0.0055583077,0.0025991828,0.0014673742,0.0021712673,0.00018246574,0.00081212504,0.0005602211,0.005287304,0.00017022436],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.009479921,0.01257238,0.04305971,0.012141025,0.008141028,0.016885119,0.18620123,0.001113882,0.114046335,0.5247225,0.03378469,0.037852164],"study_design_scores_gemma":[0.006343913,0.0013219673,0.18200858,0.006581663,0.003037869,0.006495625,0.010700658,0.0044558854,0.01720704,0.0015494543,0.75630254,0.0039948435],"about_ca_topic_score_codex":0.0002999344,"about_ca_topic_score_gemma":0.0023827308,"teacher_disagreement_score":0.72251785,"about_ca_system_score_codex":0.0071109915,"about_ca_system_score_gemma":0.005898769,"threshold_uncertainty_score":0.99985164},"labels":[],"label_agreement":null},{"id":"W7005895719","doi":"","title":"Social isolation, frailty, and health outcomes among community-dwelling older adults : a longitudinal study in Quebec","year":2022,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Longitudinal study; Social environment; Population; Social relationship","score_opus":0.02090068692394755,"score_gpt":0.26511911079148437,"score_spread":0.2442184238675368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7005895719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9797542,0.01236686,0.00011529967,0.0014824193,0.0014495042,0.0023601963,0.00007916486,0.00012848126,0.0022638813],"genre_scores_gemma":[0.9572397,0.00025394064,0.00018835456,0.00018181869,0.00023620231,0.00012737483,0.0011936915,0.00007686601,0.040502068],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99443173,0.0012219206,0.0011555939,0.0009634613,0.0013141389,0.000913152],"domain_scores_gemma":[0.99721444,0.00043551356,0.0008864084,0.00059669657,0.00033802047,0.0005289259],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010318519,0.0008280615,0.0012788099,0.0008849258,0.016296221,0.00010818115,0.00054309296,0.0005175842,0.00021022139],"category_scores_gemma":[0.00013104075,0.0010289777,0.00033864524,0.00077327614,0.00048579124,0.00064595975,0.0004999893,0.002690757,0.000019658259],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006232298,0.0016661313,0.65820193,0.0005429061,0.00046115235,0.00143392,0.32856807,0.00045143638,0.000016632554,0.0006799076,0.0002227718,0.007131909],"study_design_scores_gemma":[0.005022641,0.00040977093,0.66521215,0.0009234399,0.00031555374,0.00015224855,0.3252353,0.0016029174,0.000012045588,0.000026420212,0.00058990216,0.00049759535],"about_ca_topic_score_codex":0.90904605,"about_ca_topic_score_gemma":0.9048651,"teacher_disagreement_score":0.038238186,"about_ca_system_score_codex":0.017457936,"about_ca_system_score_gemma":0.0034005325,"threshold_uncertainty_score":0.99961007},"labels":[],"label_agreement":null},{"id":"W7007972593","doi":"","title":"The assessment of frailty in older people in acute care","year":2009,"lang":"en","type":"article","venue":"UTS ePRESS (University of Technology Sydney)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Comorbidity; Acute care; Charlson comorbidity index; Cohort; Older people; Activities of daily living; Geriatrics; Test (biology); Scale (ratio)","score_opus":0.007897982975314334,"score_gpt":0.26369965625413405,"score_spread":0.2558016732788197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007972593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97841203,0.0003420529,0.0002797875,0.016684182,0.000056504614,0.0004330743,0.000016072732,0.000069361544,0.0037069062],"genre_scores_gemma":[0.99641013,0.0002130738,0.0028006039,0.000045664565,0.0000039509296,8.702769e-7,0.000010536844,0.0000062905524,0.000508854],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99906594,0.000029799414,0.0001853391,0.000257035,0.00020400058,0.00025787792],"domain_scores_gemma":[0.99904335,0.00005559222,0.00012994713,0.0006083348,0.0001211736,0.000041596566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009897256,0.00012350426,0.00040861196,0.0005679355,0.000060713184,0.0000023239832,0.00047202848,0.00030707713,0.00004597388],"category_scores_gemma":[0.00005755178,0.00011686007,0.000077344695,0.00074295746,0.0002936742,0.000086385146,0.00016444954,0.00043586607,0.000003239393],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015690192,0.0005553691,0.92364633,0.00013495467,0.00013129451,0.0003253999,0.005284883,0.000049275226,0.006341934,0.004824775,0.0014121821,0.057136707],"study_design_scores_gemma":[0.002758552,0.0003082114,0.98380756,0.00024568912,0.00006552722,0.00001904406,0.008341846,0.0002940966,0.0020859295,0.0005873059,0.001379434,0.00010679842],"about_ca_topic_score_codex":0.00043660274,"about_ca_topic_score_gemma":0.0029602663,"teacher_disagreement_score":0.06016124,"about_ca_system_score_codex":0.00014413623,"about_ca_system_score_gemma":0.000102037535,"threshold_uncertainty_score":0.47654155},"labels":[],"label_agreement":null},{"id":"W7008281111","doi":"","title":"Can recent health service use predict postoperative complications in seniors undergoing colon cancer surgery?","year":2014,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Colorectal cancer; Incidence (geometry); Multivariate analysis; Complication; Cohort; Prospective cohort study; Proportional hazards model; Health care","score_opus":0.0392355909308843,"score_gpt":0.3044713488406472,"score_spread":0.2652357579097629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008281111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9753985,0.0005926942,2.3588598e-7,0.0090015605,0.0017070621,0.0030643526,0.0036290719,0.00037838382,0.0062281443],"genre_scores_gemma":[0.962491,0.0038859767,0.00052724016,0.013319671,0.000082929284,0.0008994188,0.012531643,0.000397044,0.005865104],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935055,0.0008988855,0.0017392393,0.0015758869,0.0010963039,0.0011842214],"domain_scores_gemma":[0.99398726,0.0014159274,0.0010573928,0.0012429543,0.0014573899,0.00083905965],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0010504724,0.00100331,0.0017449359,0.00088680955,0.00095316186,0.00010167368,0.0004353147,0.0008569062,0.00023717062],"category_scores_gemma":[0.0021772308,0.0010852065,0.000291686,0.0016294395,0.000068974696,0.0005323318,0.000099668505,0.002418461,0.00012816057],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0068481425,0.0063114436,0.05432865,0.02158609,0.004193381,0.00081835105,0.0022110555,0.0028452673,0.04232006,0.033137083,0.005862017,0.8195385],"study_design_scores_gemma":[0.0105590345,0.0013129112,0.44993553,0.03293687,0.0010699915,0.00036128395,0.0035246438,0.00059156894,0.020926885,0.0022502893,0.4715527,0.004978293],"about_ca_topic_score_codex":0.025994474,"about_ca_topic_score_gemma":0.45709527,"teacher_disagreement_score":0.8145602,"about_ca_system_score_codex":0.0049725366,"about_ca_system_score_gemma":0.0014638496,"threshold_uncertainty_score":0.999883},"labels":[],"label_agreement":null},{"id":"W7008537097","doi":"","title":"Cognitive impairment improves the predictive validity of physical frailty for mortality in patients with advanced heart failure referred for heart transplantation","year":2016,"lang":"en","type":"article","venue":"UTS ePRESS (University of Technology Sydney)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Depression (economics); Heart transplantation; Cognition; Transplantation; Ejection fraction; Quality of life (healthcare); Cognitive impairment","score_opus":0.015734487735494157,"score_gpt":0.2598419569316705,"score_spread":0.24410746919617635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7008537097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848569,0.000008177782,0.0075616636,0.0037383554,0.00003116229,0.0026379186,0.0010831384,0.00006567242,0.000017009239],"genre_scores_gemma":[0.99722797,0.0000062181584,0.0025711867,0.000026192225,0.000009776833,0.000030278645,0.00007702388,0.00001263818,0.00003872188],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990255,0.000037072874,0.00015448045,0.00034468857,0.00020598336,0.00023227358],"domain_scores_gemma":[0.9987829,0.0002957576,0.00016649018,0.00031008662,0.00039681525,0.000047981568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011095932,0.00015393074,0.0004436481,0.00018224429,0.00007624048,0.0000014008737,0.00016758232,0.00018467399,0.0000058944775],"category_scores_gemma":[0.00014183139,0.00010579566,0.00012600262,0.00019859908,0.00060864387,0.00018322609,0.00004554642,0.00013724754,7.054705e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012581326,0.0019181691,0.9493568,0.0006968402,0.000541054,0.0000041207177,0.0023822302,0.000013529522,0.023859568,0.0003222953,0.00060445216,0.007719592],"study_design_scores_gemma":[0.014375316,0.0046686744,0.9365474,0.000616487,0.00037169355,0.0000023631044,0.0013033082,0.00013848813,0.04094518,0.0006684413,0.00022795211,0.00013470012],"about_ca_topic_score_codex":0.00006030219,"about_ca_topic_score_gemma":0.00020472585,"teacher_disagreement_score":0.017085614,"about_ca_system_score_codex":0.000073218274,"about_ca_system_score_gemma":0.00006634207,"threshold_uncertainty_score":0.4314222},"labels":[],"label_agreement":null},{"id":"W7009730394","doi":"","title":"Evolución de la capacidad funcional según patologías subagudas más frecuentes en el adulto mayor hospitalizado en la unidad de media estancia de la Clínica Geriátrica San Isidro Labrador. Octubre – noviembre de 2016","year":2022,"lang":"es","type":"dissertation","venue":"Cybertesis (National University of San Marcos)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medium term; Poison control; Event (particle physics)","score_opus":0.004626901224982524,"score_gpt":0.25101103862336316,"score_spread":0.24638413739838064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009730394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.965732,0.003141545,0.00060395064,0.002600873,0.00037110643,0.0010232514,0.0043742587,0.00025033805,0.021902721],"genre_scores_gemma":[0.976186,0.0030878782,0.0077378247,0.00051172875,0.0004491308,0.00003053442,0.0062805675,0.00020357159,0.005512772],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9906886,0.0034732088,0.0009037838,0.001306421,0.0022338915,0.0013940806],"domain_scores_gemma":[0.9839865,0.012113361,0.0009974167,0.0007366504,0.0011935524,0.0009725482],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031720866,0.0010690958,0.0013796348,0.0013090607,0.0007204537,0.00009892483,0.0016179977,0.0018814942,0.0040160776],"category_scores_gemma":[0.0063065737,0.0013526208,0.00079424394,0.0011220627,0.0011641681,0.00046342565,0.00040491385,0.0021329564,0.00009293562],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0044783982,0.003655652,0.66107786,0.0032141458,0.00379545,0.0039165574,0.060666483,0.00061083736,0.01321942,0.034873217,0.1901687,0.020323273],"study_design_scores_gemma":[0.0054159397,0.00036565037,0.90078187,0.0017231279,0.0014882544,0.00055914966,0.023807945,0.0015960853,0.0008712948,0.0027071307,0.059282806,0.0014007577],"about_ca_topic_score_codex":0.012548365,"about_ca_topic_score_gemma":0.003612724,"teacher_disagreement_score":0.239704,"about_ca_system_score_codex":0.005228732,"about_ca_system_score_gemma":0.009256136,"threshold_uncertainty_score":0.99941427},"labels":[],"label_agreement":null},{"id":"W7009930839","doi":"","title":"Experiences of Older Adults Living with Frailty Transitioning from Hospital to Home - A Qualitative Descriptive Study","year":2025,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Transitional care; Qualitative research; Focus group; Health care; Independent living; Descriptive research; Descriptive statistics; Long-term care","score_opus":0.009328247287350612,"score_gpt":0.23996698438127706,"score_spread":0.23063873709392646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009930839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98960006,0.00004626803,0.00044508826,0.0035871926,0.0003699265,0.0022566328,0.00024471193,0.00023758963,0.0032125288],"genre_scores_gemma":[0.92612076,0.000024929544,0.004242995,0.000062417224,0.000061463994,0.000029292038,0.0008200367,0.00006435153,0.06857378],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.997164,0.0003390004,0.00035368354,0.0010194688,0.0007194346,0.00040440657],"domain_scores_gemma":[0.997986,0.0004838858,0.0003496516,0.0005392804,0.0003317864,0.0003093797],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000060900096,0.0005786724,0.0010238079,0.00076590356,0.00020983936,0.000059991875,0.0004450707,0.0003278113,0.0005930476],"category_scores_gemma":[0.00011695415,0.0005901947,0.00021710449,0.0011436135,0.00012320615,0.0011850712,0.0001090619,0.00060324,0.000012728128],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021500692,0.0010393718,0.0047806506,0.00037743093,0.00073819864,0.0002672384,0.9816861,0.00000909861,0.000008029876,0.00004086875,0.008581797,0.00032110556],"study_design_scores_gemma":[0.0021544672,0.0024817076,0.101242736,0.007862452,0.00049002114,1.8471422e-7,0.88370967,0.000002488197,0.001326741,0.000010670383,0.0001627897,0.0005561021],"about_ca_topic_score_codex":0.015683547,"about_ca_topic_score_gemma":0.0010071151,"teacher_disagreement_score":0.0979765,"about_ca_system_score_codex":0.00020452945,"about_ca_system_score_gemma":0.000731187,"threshold_uncertainty_score":0.99965495},"labels":[],"label_agreement":null},{"id":"W7009983443","doi":"","title":"Fragilidad: en busca de herramientas de evaluación preoperatoria","year":2020,"lang":"en","type":"article","venue":"Scientific Electronic Library Online (Scientific Electronic Library Online)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perioperative; Scale (ratio); Psychological intervention; Test (biology); Psychometrics; Cognition","score_opus":0.013923114712582495,"score_gpt":0.2760556239230941,"score_spread":0.26213250921051157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7009983443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90277135,0.010228924,0.00044078782,0.07356997,0.002863772,0.0029553596,0.0014265287,0.0033582833,0.0023849988],"genre_scores_gemma":[0.85249186,0.00078389235,0.011524749,0.010855794,0.004261068,0.00016017421,0.01743771,0.0007200859,0.10176469],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9836034,0.0010911371,0.0020401168,0.0043240585,0.002472274,0.0064690225],"domain_scores_gemma":[0.9932339,0.0004336148,0.0005648001,0.0029542285,0.00025471402,0.0025586954],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0017382288,0.0015420207,0.0015657083,0.0011040093,0.0013588278,0.0025106065,0.0034153396,0.0008744532,0.009073604],"category_scores_gemma":[0.00063087296,0.0014955389,0.00095841696,0.0072524124,0.0014919669,0.0062296963,0.0012360222,0.0044492376,0.0006959975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0038520757,0.010112754,0.029762441,0.0019750306,0.0018495402,0.0008445848,0.009182983,0.0012151654,0.1725016,0.04866216,0.6974875,0.022554198],"study_design_scores_gemma":[0.006045439,0.0028566225,0.0033855555,0.00048607078,0.00058721256,0.00074748066,0.00089677656,0.047950514,0.06054696,0.014134141,0.8602514,0.0021117998],"about_ca_topic_score_codex":0.000023976221,"about_ca_topic_score_gemma":0.00006546421,"teacher_disagreement_score":0.16276395,"about_ca_system_score_codex":0.0011730547,"about_ca_system_score_gemma":0.024541754,"threshold_uncertainty_score":0.9999413},"labels":[],"label_agreement":null},{"id":"W7010178031","doi":"","title":"Hastanede Yatan Yaşlı Bireylerde Kırılganlık ve Fonksiyonel Durumun Değerlendirilmesi","year":2023,"lang":"tr","type":"article","venue":"DergiPark (Istanbul University)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nursing care; Population ageing; Population","score_opus":0.022803988896653898,"score_gpt":0.23800810718728774,"score_spread":0.21520411829063385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7010178031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61094576,0.0028241656,0.0013864969,0.018045833,0.0072638737,0.0035680756,0.0021740966,0.0044603464,0.34933135],"genre_scores_gemma":[0.67075425,0.0032295897,0.0012014717,0.00059756736,0.00088116806,0.000006962181,0.00074774167,0.00034605473,0.3222352],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921804,0.00037377837,0.0010034576,0.0021145141,0.0016628522,0.002665009],"domain_scores_gemma":[0.99437946,0.0008137266,0.000570684,0.0021240772,0.00064694276,0.0014651135],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0006591385,0.0013066608,0.0015447768,0.0026032191,0.0011131846,0.0002446585,0.0016900369,0.0009401564,0.0025078154],"category_scores_gemma":[0.000655976,0.0016039975,0.0007570777,0.006348255,0.0010123651,0.00088704703,0.0010757939,0.0015519797,0.0107492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005758835,0.0018764937,0.015698515,0.0027431978,0.0038249516,0.05547125,0.015746573,0.00072188134,0.0059050675,0.032874323,0.8498704,0.00950851],"study_design_scores_gemma":[0.010103667,0.00087942556,0.017414724,0.001395295,0.0014586374,0.00027777933,0.025358306,0.00197338,0.001224249,0.00034273017,0.93766475,0.0019070661],"about_ca_topic_score_codex":0.0005539782,"about_ca_topic_score_gemma":0.0009956524,"teacher_disagreement_score":0.08779434,"about_ca_system_score_codex":0.0018571957,"about_ca_system_score_gemma":0.0010948561,"threshold_uncertainty_score":0.99996847},"labels":[],"label_agreement":null},{"id":"W7014903692","doi":"","title":"Reprodutibilidade e Validade da Versão Portuguesa da Escala de Fragilidade de Edmonton em Doentes de Cirurgia Cardíaca","year":2023,"lang":"en","type":"article","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Intraclass correlation; Confidence interval; Construct validity; Observational study; Portuguese; Psychometrics; Criterion validity; Brazilian Portuguese","score_opus":0.07637438879135751,"score_gpt":0.3987624597693171,"score_spread":0.32238807097795963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014903692","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97843146,0.0019172356,0.00044041942,0.009003762,0.00025786174,0.0024824815,0.0002534772,0.0010329771,0.0061803334],"genre_scores_gemma":[0.9844469,0.001103787,0.0037482607,0.00015744325,0.00026419596,0.00087253517,0.00026913747,0.00007476119,0.009062976],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9920573,0.0001469264,0.0007109032,0.0017470021,0.0025911278,0.0027467099],"domain_scores_gemma":[0.99579054,0.0008325526,0.00019834003,0.0008699547,0.0016496455,0.0006589951],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.012826968,0.00040372406,0.00053911924,0.0046332856,0.0012705037,0.00028275858,0.0011331711,0.0005814823,0.0000496605],"category_scores_gemma":[0.017616853,0.00038544065,0.0001623882,0.008100432,0.0024420642,0.00052970904,0.00062532176,0.0013815273,0.000030153276],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006586753,0.0011743045,0.2556196,0.0010173022,0.00041375041,0.00084046746,0.0040207673,0.000026034513,0.4758305,0.031099785,0.12836532,0.10093353],"study_design_scores_gemma":[0.012054318,0.008790016,0.23008347,0.0021661436,0.0003609395,0.0046513383,0.016632276,0.03865689,0.33555454,0.2636371,0.08420191,0.0032110505],"about_ca_topic_score_codex":0.00033643172,"about_ca_topic_score_gemma":0.000046079862,"teacher_disagreement_score":0.23253731,"about_ca_system_score_codex":0.0017266739,"about_ca_system_score_gemma":0.004980089,"threshold_uncertainty_score":0.99985975},"labels":[],"label_agreement":null},{"id":"W7014996718","doi":"","title":"Short-Term, Community-Based, Slow-Stream Rehabilitation Program for Older Adults Transitioning from Hospital to Home: A Mixed Methods Program Evaluation","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Rehabilitation; Descriptive statistics; Focus group; Program evaluation; Health care; Data collection","score_opus":0.21273065561656027,"score_gpt":0.5935425067569582,"score_spread":0.38081185114039795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7014996718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97339547,0.0009854637,0.0058941366,0.0020540599,0.0009576055,0.015815139,0.00027387496,0.00048131924,0.00014292213],"genre_scores_gemma":[0.8828544,0.00013737517,0.10582665,0.0002340818,0.00023510265,0.008584439,0.0019453532,0.00013753281,0.000045050543],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99413794,0.0017315837,0.0013776352,0.00072973024,0.0013629349,0.00066016975],"domain_scores_gemma":[0.9931749,0.0028697154,0.00052445434,0.0010225852,0.0018874869,0.0005208583],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0058916896,0.0005089375,0.0011279938,0.0012794606,0.0005193647,0.00090895046,0.0013617448,0.00026227004,0.00073760713],"category_scores_gemma":[0.0026653898,0.00049785496,0.00048661238,0.0022690387,0.00019385693,0.0014174288,0.0003105117,0.00078126317,0.000016940581],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011441411,0.0027042967,0.107752986,0.00076240185,0.00034635796,0.000012684924,0.0043615857,0.00044276868,0.008679605,0.0000026898217,0.01627159,0.8575189],"study_design_scores_gemma":[0.0047905436,0.0007757071,0.96808374,0.0042718197,0.0006637464,0.000005559711,0.0017366289,0.006240903,0.0099530835,0.0010385661,0.0018413973,0.0005983291],"about_ca_topic_score_codex":0.00070116756,"about_ca_topic_score_gemma":0.0001556817,"teacher_disagreement_score":0.8603307,"about_ca_system_score_codex":0.00035678843,"about_ca_system_score_gemma":0.00030966342,"threshold_uncertainty_score":0.99974734},"labels":[],"label_agreement":null},{"id":"W7017436706","doi":"","title":"Asociación de fragilidad con infección urinaria por gérmenes BLEE en adultos mayores del Hospital II Clínica San Isidro Labrador del Seguro Social de Salud (ESSALUD) – Ate 2022","year":2022,"lang":"es","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Healthy aging; Population","score_opus":0.01284271266476736,"score_gpt":0.254510759530484,"score_spread":0.24166804686571666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017436706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90055925,0.002567472,0.0006017886,0.07539376,0.003421899,0.0025926551,0.0013755546,0.0011145239,0.0123730935],"genre_scores_gemma":[0.98469764,0.00079159025,0.0028035624,0.001950194,0.004027209,0.0016557698,0.001515605,0.00041061282,0.0021477873],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9858728,0.0027568832,0.0023956758,0.002487112,0.0032926244,0.0031948779],"domain_scores_gemma":[0.9927628,0.0011719358,0.0016352572,0.0016281699,0.0011575468,0.0016442585],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.002678634,0.0017992182,0.0020314888,0.0012055035,0.005165587,0.00063203793,0.0022504914,0.0017403759,0.001011906],"category_scores_gemma":[0.00260685,0.0020408286,0.0011347326,0.0020376279,0.00021472147,0.0009835735,0.0025221913,0.0040313313,0.00007141644],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0043259724,0.0104677575,0.0699966,0.0018445094,0.004179157,0.005669215,0.048413683,0.0009307078,0.020538658,0.77384806,0.048188932,0.01159672],"study_design_scores_gemma":[0.008741644,0.0017800543,0.13782658,0.00057651073,0.0012596912,0.0040325434,0.0066605224,0.0021132708,0.0017110409,0.00083255116,0.832138,0.0023275746],"about_ca_topic_score_codex":0.000082145896,"about_ca_topic_score_gemma":0.00040714952,"teacher_disagreement_score":0.7839491,"about_ca_system_score_codex":0.0059340065,"about_ca_system_score_gemma":0.0049621286,"threshold_uncertainty_score":0.9999013},"labels":[],"label_agreement":null},{"id":"W7017736277","doi":"","title":"Case-finding for disabilities with PRISMA-7 in emergency rooms: evolution in Sherbrooke, Québec","year":2009,"lang":"en","type":"article","venue":"PubMed Central","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Triage; Autonomy; Scarcity; Fell; Population; Health services; Publishing","score_opus":0.023615615358213753,"score_gpt":0.2556605671723025,"score_spread":0.23204495181408877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017736277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99269783,0.0005636414,0.0005835046,0.003051203,0.00029615097,0.001707427,0.000008829429,0.00006260077,0.0010288059],"genre_scores_gemma":[0.997362,0.000020899213,0.00064103963,0.00006952709,0.00025098922,0.0003451514,0.000019407933,0.000020551952,0.0012704418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99782294,0.000029830593,0.00039820198,0.0003098563,0.00019299633,0.0012461955],"domain_scores_gemma":[0.9993891,0.00006564689,0.000054324402,0.00021968003,0.000028925615,0.00024231522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027477083,0.00017498175,0.0002676044,0.00015277496,0.000040876344,0.000011329403,0.000073030234,0.00009038604,0.00004846891],"category_scores_gemma":[0.0005688755,0.00015255691,0.00006391708,0.00028425397,0.000051005158,0.00019314523,0.000010195281,0.00020484762,0.0000029121431],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045295662,0.00036173782,0.96883786,0.00019745862,0.000018130626,0.00025121006,0.004353911,0.00028999292,0.000055935874,0.00040563685,0.000868255,0.023906898],"study_design_scores_gemma":[0.0030496654,0.000254865,0.99205464,0.00013793478,0.000032726763,0.00040397866,0.0013288335,0.00086530903,0.00016632216,0.00064360444,0.0008649446,0.00019715719],"about_ca_topic_score_codex":0.0046382444,"about_ca_topic_score_gemma":0.0859831,"teacher_disagreement_score":0.08134485,"about_ca_system_score_codex":0.0019080075,"about_ca_system_score_gemma":0.00021813287,"threshold_uncertainty_score":0.93069535},"labels":[],"label_agreement":null},{"id":"W7018276200","doi":"","title":"Cross-sectional analysis of frailty status and heart rate variability at rest and during exercise in older adult females","year":2020,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Heart rate variability; Sample entropy; Heart rate; Autonomic nervous system; Rest (music); Confidence interval; Standard deviation","score_opus":0.01914539348554224,"score_gpt":0.259531440098003,"score_spread":0.24038604661246077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7018276200","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.998451,0.00020618449,0.000006529646,0.0002885183,0.00008064185,0.0004237871,0.00015662008,0.000026909556,0.00035981665],"genre_scores_gemma":[0.9966525,0.00063296116,0.0004323624,0.000010069396,0.000015900778,8.793175e-7,0.00070183777,0.000018629578,0.0015349052],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984902,0.000094816365,0.00024420273,0.0005915308,0.00034893,0.00023029765],"domain_scores_gemma":[0.9987454,0.00015017187,0.00027926828,0.0003066088,0.0003308493,0.00018774293],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00019912008,0.00023234914,0.00084599864,0.00054400257,0.00013726846,0.00001554173,0.000095623785,0.00031976931,0.00006402026],"category_scores_gemma":[0.00020771584,0.00029934384,0.00017423833,0.00063953304,0.00023671518,0.00014972151,0.0001223839,0.00033166594,0.0000033218398],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016371987,0.00010890119,0.9885316,0.0021352528,0.00041241426,0.00004065488,0.001582698,0.00004669862,0.005383637,0.000015210998,0.000042625103,0.00006311931],"study_design_scores_gemma":[0.0020393762,0.00006546122,0.98965436,0.00047084637,0.0009937558,0.0000033769898,0.0054494515,0.00047427634,0.00058772933,0.000012771029,0.00004990338,0.00019867801],"about_ca_topic_score_codex":0.0058398647,"about_ca_topic_score_gemma":0.31892014,"teacher_disagreement_score":0.31308028,"about_ca_system_score_codex":0.00022455421,"about_ca_system_score_gemma":0.00010004297,"threshold_uncertainty_score":0.9999459},"labels":[],"label_agreement":null},{"id":"W7019081935","doi":"","title":"Frailty in older adults with chronic heart failure in a hospital from Lima:","year":2021,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Confidence interval; Comorbidity; Older people; Geriatrics; Multimorbidity; Chronic disease","score_opus":0.011823076294540408,"score_gpt":0.23784419772032322,"score_spread":0.22602112142578282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019081935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9221414,0.0011899067,0.000253774,0.0666979,0.00048881094,0.0010490179,0.00007396756,0.00024927207,0.007855976],"genre_scores_gemma":[0.99105,0.00009481384,0.0066588274,0.00039657226,0.0005851631,0.0003426324,0.0005592978,0.00008343572,0.00022922733],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958236,0.00026497905,0.00081780634,0.0012108507,0.0009488409,0.0009339007],"domain_scores_gemma":[0.9976721,0.0002482467,0.00020977491,0.0008958361,0.0004666713,0.0005074068],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000253005,0.00054458535,0.0008162609,0.0004840491,0.00017327424,0.0001313313,0.0003355226,0.000617451,0.00018504662],"category_scores_gemma":[0.00058888434,0.00051128364,0.00020061941,0.0013438542,0.00003613347,0.0004718524,0.000210377,0.0012784044,0.000032376116],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008142658,0.030898536,0.51362485,0.003019123,0.0017347845,0.03684341,0.04566609,0.0007956517,0.035297215,0.28425866,0.023255464,0.016463572],"study_design_scores_gemma":[0.013356128,0.00045548548,0.4267996,0.002951817,0.00009092068,0.0021996878,0.0015729305,0.00051888824,0.003938162,0.0001060369,0.5471828,0.0008275484],"about_ca_topic_score_codex":0.000024853676,"about_ca_topic_score_gemma":0.011367314,"teacher_disagreement_score":0.52392733,"about_ca_system_score_codex":0.001548067,"about_ca_system_score_gemma":0.0017720766,"threshold_uncertainty_score":0.99973387},"labels":[],"label_agreement":null},{"id":"W7019216118","doi":"","title":"Fragilidade e risco de quedas em idosos de uma unidade de atenção primária à saúde","year":2019,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Observational study; Fragility; Disease; Diabetes mellitus; Family health; Risk factor; Epidemiological transition","score_opus":0.018968379753903593,"score_gpt":0.259150580905269,"score_spread":0.2401822011513654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019216118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88616526,0.0006748713,0.0046489816,0.024615118,0.0011853798,0.0016914676,0.000080259815,0.0010105602,0.07992808],"genre_scores_gemma":[0.979106,0.00018974874,0.013978853,0.0016650646,0.0011917169,0.00029333626,0.00027367333,0.00018902618,0.0031125508],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9933765,0.0006766456,0.0011987204,0.001339202,0.0013865045,0.0020224398],"domain_scores_gemma":[0.99542326,0.00047737887,0.00055109605,0.0015048479,0.00051613286,0.0015273151],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013243181,0.00089119934,0.0010734369,0.0006930699,0.0005841749,0.00035516475,0.0010019583,0.0012369549,0.00025947095],"category_scores_gemma":[0.0016193346,0.0008792185,0.0005258056,0.000999205,0.000057758654,0.0005779157,0.00037983843,0.0018426654,0.00021503888],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028884145,0.003656101,0.08047779,0.0015018266,0.0016041121,0.0028689823,0.016856909,0.0007128224,0.15186755,0.71205467,0.013706364,0.011804452],"study_design_scores_gemma":[0.0061293007,0.0004656035,0.097972386,0.0009589219,0.00039301283,0.0090749245,0.0013832791,0.0033600582,0.016951352,0.0009547468,0.8611231,0.0012333133],"about_ca_topic_score_codex":0.000019130614,"about_ca_topic_score_gemma":0.00028908745,"teacher_disagreement_score":0.84741676,"about_ca_system_score_codex":0.0031768598,"about_ca_system_score_gemma":0.0027874322,"threshold_uncertainty_score":0.99936587},"labels":[],"label_agreement":null},{"id":"W7019220866","doi":"","title":"Factores asociados a la estancia en el Hospital II Cl?nica Ger?atrica San Isidro Labrador 2015","year":2017,"lang":"es","type":"dissertation","venue":"renati","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Multicenter study; Mental state; Mini–Mental State Examination","score_opus":0.009738959260439559,"score_gpt":0.3260642640743271,"score_spread":0.31632530481388754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019220866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8899735,0.014392669,0.00007360237,0.007013665,0.0074079903,0.004200425,0.0020648916,0.0006893368,0.07418391],"genre_scores_gemma":[0.9200799,0.0031583463,0.0005267638,0.00014202404,0.0020705403,0.00015845364,0.0037009353,0.00029989184,0.06986316],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9943177,0.00034948386,0.0011436051,0.0013311957,0.0017617217,0.0010963033],"domain_scores_gemma":[0.9941535,0.0011112535,0.0015166362,0.0018465759,0.00076285214,0.00060920464],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005548742,0.0011863604,0.0017105021,0.0005297101,0.0007822671,0.0002889337,0.0013416001,0.0019378796,0.0009826951],"category_scores_gemma":[0.0059273536,0.0011261527,0.0006502521,0.0003509007,0.00030516725,0.00044243477,0.00020814169,0.0019278055,0.00067164586],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000788652,0.0025084573,0.031966504,0.0045384523,0.0030904715,0.0017653586,0.066675276,0.000008739764,0.0030213408,0.001722819,0.5724099,0.311504],"study_design_scores_gemma":[0.0073117563,0.0025021958,0.731422,0.0073952004,0.0021406822,0.0000686214,0.0042053526,0.00024088623,0.0035182345,0.0007654303,0.23763135,0.002798251],"about_ca_topic_score_codex":0.0017315355,"about_ca_topic_score_gemma":0.00067781506,"teacher_disagreement_score":0.69945556,"about_ca_system_score_codex":0.0006208676,"about_ca_system_score_gemma":0.0014102053,"threshold_uncertainty_score":0.99993056},"labels":[],"label_agreement":null},{"id":"W7019480637","doi":"","title":"Frailty syndrome in institutionalized elderly: prevalence and associated factors","year":2016,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Residence; Feeling; Multivariate analysis; Frailty syndrome; Public health; Logistic regression; Salary; Household income; Geriatrics","score_opus":0.028325256778502585,"score_gpt":0.2641543807453898,"score_spread":0.23582912396688724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019480637","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9611243,0.0004256979,0.0005361966,0.019525148,0.0004567282,0.0007713513,0.00011199702,0.0003567994,0.016691795],"genre_scores_gemma":[0.9969477,0.0003090953,0.0007977697,0.00017853646,0.00011104446,0.0001508181,0.000096825366,0.000048841463,0.0013593343],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99643767,0.0002975954,0.0007713392,0.0008525662,0.00088093884,0.00075990794],"domain_scores_gemma":[0.99775344,0.00049323717,0.00028804532,0.0005473339,0.00034031243,0.0005776452],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005612534,0.00047310392,0.0006465744,0.0005477046,0.00029745855,0.000081902406,0.00033153803,0.00059049716,0.000120286364],"category_scores_gemma":[0.002521403,0.0003616066,0.00017363981,0.0006715669,0.00007388589,0.0005820305,0.00018531378,0.0005391502,0.000017945551],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008530034,0.0021976684,0.23807935,0.0006385561,0.00053989905,0.0022032287,0.0019542861,0.000012206423,0.014804058,0.7318163,0.0009773344,0.005924114],"study_design_scores_gemma":[0.0058999644,0.0002972512,0.66683346,0.0014228259,0.00011785674,0.003525253,0.00008683457,0.00006164616,0.00085531187,0.00063655956,0.31968713,0.0005759054],"about_ca_topic_score_codex":0.0000037301556,"about_ca_topic_score_gemma":0.00021544202,"teacher_disagreement_score":0.7311797,"about_ca_system_score_codex":0.00109355,"about_ca_system_score_gemma":0.0006676611,"threshold_uncertainty_score":0.9998836},"labels":[],"label_agreement":null},{"id":"W7023659549","doi":"","title":"Organizing Integrated Care for Frail Elderly Patients in Switzerland, Italy, United States, and Canada","year":2011,"lang":"en","type":"book-chapter","venue":"BOA (University of Milano-Bicocca)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Integrated care; MEDLINE; Primary care; Quality of life (healthcare); Health care; Population; Disease","score_opus":0.01208629794825559,"score_gpt":0.182607379472666,"score_spread":0.17052108152441042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023659549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8914592,0.0019061399,0.00022406763,0.0009938149,0.0006084382,0.0035586504,0.0065522157,0.0001653693,0.09453209],"genre_scores_gemma":[0.5229915,0.0025520602,0.0027129587,0.00064243365,0.00011404889,0.0000028575714,0.025563544,0.00033907016,0.4450816],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984692,0.000019572053,0.0002928491,0.0005155032,0.0003526215,0.00035029964],"domain_scores_gemma":[0.99820006,0.000101724334,0.00029393524,0.00039436173,0.0007614049,0.00024854],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005931739,0.00041671368,0.0007970845,0.00053948985,0.000120173565,0.000008711107,0.00025818235,0.00045182073,0.00034702616],"category_scores_gemma":[0.00005598775,0.00048391556,0.00010887772,0.00011797994,0.00015854146,0.000092013346,0.00013333304,0.00047226934,0.000007628951],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008431715,0.0009381527,0.33598143,0.013511882,0.004074471,0.0032764613,0.065483324,0.000031842323,0.00042061813,0.004872157,0.4594455,0.10353242],"study_design_scores_gemma":[0.012305876,0.0019038629,0.02941526,0.0032001105,0.0008181897,0.000023300385,0.014638164,0.00007146591,0.00007590104,0.0004532409,0.9359463,0.0011483601],"about_ca_topic_score_codex":0.6893564,"about_ca_topic_score_gemma":0.9268238,"teacher_disagreement_score":0.47650075,"about_ca_system_score_codex":0.0006452648,"about_ca_system_score_gemma":0.00083758193,"threshold_uncertainty_score":0.9997612},"labels":[],"label_agreement":null},{"id":"W7023995010","doi":"","title":"The Prevalence and Prognostic Significance of Frailty in Patients with Advanced Heart Failure Referred for Heart Transplantation","year":2016,"lang":"en","type":"article","venue":"UTS ePRESS (University of Technology Sydney)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Depression (economics); Heart transplantation; Ejection fraction; Intracardiac injection; Heart disease; Cognitive decline; Transplantation","score_opus":0.007978595139827063,"score_gpt":0.21685496106126562,"score_spread":0.20887636592143854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7023995010","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.988871,0.000103982486,0.0011400154,0.008578898,0.000019545254,0.0011287361,0.00009087145,0.000046084384,0.000020897205],"genre_scores_gemma":[0.99262947,0.00008397713,0.007025322,0.000012739472,0.0000020934738,0.000007015336,0.00000593797,0.000007796695,0.00022562829],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930567,0.000021016276,0.00011994583,0.00024616724,0.00013650258,0.0001706862],"domain_scores_gemma":[0.9992067,0.00019741495,0.00010371027,0.0002849542,0.0001712394,0.000035975852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007251103,0.000095386626,0.00023517813,0.00015724689,0.00006567786,0.0000014500927,0.00015390039,0.00013765176,0.000007342118],"category_scores_gemma":[0.0001536882,0.000066492146,0.000028435741,0.00019315138,0.00058058306,0.00013085527,0.000030783005,0.000097795295,8.2865836e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014795543,0.00012522136,0.97883874,0.0005605102,0.00003866977,0.0000028579211,0.00024192769,0.000002320644,0.0106147,0.00021129729,0.0002179793,0.0076661953],"study_design_scores_gemma":[0.0057042907,0.0010677816,0.979565,0.0009823034,0.00009129545,0.0000061856313,0.00023477497,0.000013829365,0.010107909,0.00027060637,0.0018573041,0.000098712386],"about_ca_topic_score_codex":0.000021850234,"about_ca_topic_score_gemma":0.0001890289,"teacher_disagreement_score":0.008566159,"about_ca_system_score_codex":0.000027345663,"about_ca_system_score_gemma":0.000038469814,"threshold_uncertainty_score":0.2711471},"labels":[],"label_agreement":null},{"id":"W7024180936","doi":"","title":"Prevalência e fatores sociodemográficos associados à fragilidade em mulheres idosas","year":2013,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Descriptive research; Marital status; Logistic regression; MEDLINE","score_opus":0.022617081878835772,"score_gpt":0.2623994797683355,"score_spread":0.23978239788949973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024180936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68302846,0.0121177165,0.0036572358,0.13139999,0.010359962,0.010503555,0.0009137868,0.003471901,0.14454742],"genre_scores_gemma":[0.9816668,0.0005071107,0.002362723,0.0014827419,0.003093561,0.0011706015,0.0005532961,0.00035183426,0.008811302],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98751897,0.001485077,0.0025003757,0.0023755485,0.0031635647,0.0029564383],"domain_scores_gemma":[0.9909056,0.0011508877,0.0014378028,0.002154221,0.0020190114,0.0023324646],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0013513752,0.0018335816,0.0020151576,0.0010192608,0.001633105,0.0011089956,0.0018255721,0.002688756,0.0018265514],"category_scores_gemma":[0.003772852,0.0018349481,0.0011407866,0.0015828918,0.00012866933,0.0014861287,0.0008597523,0.0032138575,0.0012301961],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016751274,0.011456043,0.040127635,0.0044510094,0.0071280985,0.0031964276,0.05573492,0.00028505997,0.025647044,0.5807376,0.2333809,0.036180135],"study_design_scores_gemma":[0.0076763825,0.00064823235,0.11772482,0.0020506438,0.0011949575,0.0025929112,0.007852189,0.003690666,0.0027629838,0.0008077042,0.85035163,0.0026468546],"about_ca_topic_score_codex":0.000021955764,"about_ca_topic_score_gemma":0.00044723216,"teacher_disagreement_score":0.6169708,"about_ca_system_score_codex":0.0032410072,"about_ca_system_score_gemma":0.002239523,"threshold_uncertainty_score":0.99992794},"labels":[],"label_agreement":null},{"id":"W7024918339","doi":"","title":"Transition from Geriatric Assessment and Rehabilitation Units to home","year":2001,"lang":"en","type":"other","venue":"Mspace (University of Manitoba)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Preparedness; Geriatric rehabilitation; Elderly care; Population; Qualitative research; Perception; Population ageing; Long-term care","score_opus":0.013007373855792015,"score_gpt":0.22862719816167212,"score_spread":0.21561982430588011,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7024918339","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5910144,0.00096933974,0.032400195,0.0476299,0.001019687,0.004153964,0.0011364553,0.00076048233,0.32091558],"genre_scores_gemma":[0.21882369,0.002802793,0.2019372,0.0008335649,0.0014577026,0.000005803017,0.0022642473,0.00097522576,0.5708998],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9990905,0.00006297979,0.00007741845,0.00033352483,0.00028850313,0.00014707843],"domain_scores_gemma":[0.9992492,0.000086013075,0.000114578026,0.00030386058,0.00010067928,0.00014563384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007206813,0.00017535129,0.000382306,0.00050083816,0.000046526464,0.000007523955,0.00009486523,0.00024372018,0.0002767218],"category_scores_gemma":[0.000020680925,0.00022903513,0.00005742888,0.00038963815,0.0000877768,0.00006104268,0.000045475816,0.00016902245,0.00006048668],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019640912,0.00020814588,0.031808563,0.0006363139,0.00028253125,0.00016039966,0.0016674356,0.000017616265,0.00042637106,0.00006989358,0.95406127,0.010465075],"study_design_scores_gemma":[0.0030565863,0.000864701,0.6440209,0.001150734,0.0005573405,0.000012559241,0.016081644,0.00012321313,0.000005558182,0.000054530876,0.3337046,0.00036760943],"about_ca_topic_score_codex":0.015442526,"about_ca_topic_score_gemma":0.16028824,"teacher_disagreement_score":0.6203566,"about_ca_system_score_codex":0.00019667692,"about_ca_system_score_gemma":0.00007983536,"threshold_uncertainty_score":0.9911137},"labels":[],"label_agreement":null},{"id":"W7027208203","doi":"","title":"Canadian Association on Gerontology (CAG) Poster","year":2019,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); MEDLINE; Geriatrics; Older people; Elderly people","score_opus":0.009797029971890713,"score_gpt":0.23054655809084584,"score_spread":0.22074952811895512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7027208203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7061596,0.00009972803,0.000029613615,0.0042232033,0.0031117022,0.0009358585,0.00006770426,0.00018616674,0.2851864],"genre_scores_gemma":[0.8338133,0.0000048657453,0.00027695295,0.0030623192,0.00079339155,0.00006800376,0.000085834414,0.00006281753,0.16183253],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99633265,0.00017942823,0.0006653998,0.0008460328,0.0010704238,0.0009060932],"domain_scores_gemma":[0.9975636,0.000202714,0.0002634106,0.00081177434,0.00043011145,0.00072838366],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036347104,0.00047427084,0.00063402555,0.0003461523,0.0006535418,0.00009183726,0.00032483152,0.00058673957,0.00083730876],"category_scores_gemma":[0.00030076344,0.00048097793,0.00030823497,0.0004028013,0.00018207962,0.00028836218,0.00007234702,0.0007652766,0.001671157],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023873628,0.00097531,0.8556675,0.0004663583,0.0014555481,0.0034121375,0.0015297094,0.003257752,0.023851179,0.010803746,0.092514366,0.0036790534],"study_design_scores_gemma":[0.0048356643,0.0012331568,0.23183346,0.000481278,0.00018552582,0.0021649927,0.00044044646,0.00075203954,0.0044700745,0.00008104087,0.75259304,0.00092930376],"about_ca_topic_score_codex":0.016867276,"about_ca_topic_score_gemma":0.012385224,"teacher_disagreement_score":0.66007864,"about_ca_system_score_codex":0.006250539,"about_ca_system_score_gemma":0.002777667,"threshold_uncertainty_score":0.9997642},"labels":[],"label_agreement":null},{"id":"W7029004491","doi":"","title":"Home-based prehabilitation for frail cardiac surgery patients (HOME FREE) - a quasi-experimental feasibility study","year":2024,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Prehabilitation; Cardiac surgery; Physical activity; Balance (ability); Activities of daily living; Heart rate; Randomized controlled trial","score_opus":0.022026820606818404,"score_gpt":0.2618025163361701,"score_spread":0.23977569572935167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7029004491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910257,0.00043584555,0.00003538968,0.00045862008,0.0019867052,0.0048808493,0.0007533953,0.00018076126,0.00024272033],"genre_scores_gemma":[0.99325806,0.000009913857,0.0006767558,0.000016958102,0.000111273366,0.00002519268,0.004204661,0.00008810957,0.0016090609],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997266,0.00020778064,0.00033704462,0.00091121666,0.00091460056,0.00036334386],"domain_scores_gemma":[0.99722385,0.0006078841,0.00034877876,0.00094995106,0.0006784873,0.0001910223],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004780735,0.00044965395,0.0011641667,0.0005916833,0.00019850969,0.000030973253,0.00031423385,0.0004023301,0.000031129777],"category_scores_gemma":[0.00034079558,0.00056448753,0.0008538143,0.00040015945,0.00012670127,0.00021285284,0.00008332606,0.0003816479,0.000048447197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004412353,0.009357559,0.9300729,0.0051181996,0.0007679286,0.00003629248,0.007576818,0.0000067767796,0.00027190812,0.000011791227,0.04137115,0.000996323],"study_design_scores_gemma":[0.0035896548,0.0039938577,0.9080392,0.00073833927,0.0010418831,3.3489994e-7,0.08097999,0.00013059984,0.0002935053,0.000065349675,0.00065905566,0.00046819137],"about_ca_topic_score_codex":0.0027867325,"about_ca_topic_score_gemma":0.06411453,"teacher_disagreement_score":0.07340317,"about_ca_system_score_codex":0.0009713304,"about_ca_system_score_gemma":0.00046419332,"threshold_uncertainty_score":0.99968064},"labels":[],"label_agreement":null},{"id":"W7030047617","doi":"","title":"Long-term Evaluation of the “Get Fit for Active Living” Program—Corrigendum","year":2017,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Work (physics); Data collection; Context (archaeology)","score_opus":0.08144601948573157,"score_gpt":0.32264977458775784,"score_spread":0.24120375510202627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7030047617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8207049,0.000002415851,0.00015962498,0.0006993935,0.0007029515,0.005928369,0.00009118996,0.00012137629,0.17158978],"genre_scores_gemma":[0.9971175,0.0015507359,0.0006148201,0.00004101174,0.00014685809,0.00003431926,0.000022067967,0.00003123669,0.00044145374],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99845195,0.00012280366,0.00016858598,0.0003823098,0.0005539809,0.00032036047],"domain_scores_gemma":[0.9975209,0.00010363782,0.0003930209,0.0011287532,0.0007753473,0.000078332734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036853226,0.0002032395,0.00028717538,0.0017421658,0.00040978112,0.000044832406,0.0006296616,0.00014813563,0.00005847902],"category_scores_gemma":[0.0010302245,0.00016833197,0.0002583791,0.0010205808,0.00023723677,0.00037214908,0.00028647075,0.00020818309,0.0000069007583],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010430304,0.0018978853,0.110801354,0.00068736135,0.0007903667,0.000047857804,0.012061695,0.000014192918,0.00016750034,0.00034508755,0.0011295986,0.87101406],"study_design_scores_gemma":[0.007373258,0.001204839,0.50524783,0.0012011424,0.0021697807,0.000035610487,0.0006938347,0.002545192,0.007702834,0.0000036904084,0.4713767,0.0004452752],"about_ca_topic_score_codex":0.006160292,"about_ca_topic_score_gemma":0.010815584,"teacher_disagreement_score":0.8705688,"about_ca_system_score_codex":0.00039585275,"about_ca_system_score_gemma":0.00092938135,"threshold_uncertainty_score":0.93125594},"labels":[],"label_agreement":null},{"id":"W7033245233","doi":"","title":"Profile of elderly people hospitalized in general intensive care units in Rio Grande, southern Brazil: results of a cross-sectional survey","year":2012,"lang":"en","type":"article","venue":"Americanae (AECID Library)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Quarter (Canadian coin); Elderly people; Intensive care; Population; Health care; Mechanical ventilation; Demographic profile; Public health; Elderly care","score_opus":0.022260225003011877,"score_gpt":0.2912254850147163,"score_spread":0.2689652600117044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7033245233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99612904,0.00051859615,0.000007940736,0.00022765937,0.00023503188,0.00067105645,0.001024195,0.000049226634,0.0011372318],"genre_scores_gemma":[0.9960807,0.000044318625,0.0006919014,0.0002975023,0.000098481076,0.0000465551,0.0011897557,0.00006542274,0.0014853422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99746627,0.00026604693,0.00093133014,0.00038921527,0.00043660405,0.00051055464],"domain_scores_gemma":[0.99794674,0.0002844788,0.00041660463,0.00049242494,0.0006550792,0.00020469529],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00024736673,0.00026742573,0.00079984375,0.00046199127,0.000026211346,0.00001000499,0.00024237802,0.00015137781,0.00027589648],"category_scores_gemma":[0.0013761228,0.00025145902,0.000117673866,0.0019728811,0.00037143184,0.0005495472,0.00011811041,0.00032793442,0.000020083517],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015186475,0.00014206664,0.9845817,0.00009044432,0.00005814173,0.000014625823,0.009889647,0.00003276127,0.00030695758,0.000014443875,0.0020941882,0.0012563785],"study_design_scores_gemma":[0.0060951393,0.0007176537,0.9880256,0.00012411988,0.000014693708,0.000010507198,0.0027756714,0.000056831985,0.0018035019,0.000013035858,0.0001340583,0.00022921071],"about_ca_topic_score_codex":0.14557895,"about_ca_topic_score_gemma":0.0040618195,"teacher_disagreement_score":0.14151712,"about_ca_system_score_codex":0.00007561081,"about_ca_system_score_gemma":0.00039654307,"threshold_uncertainty_score":0.99999374},"labels":[],"label_agreement":null},{"id":"W7034798539","doi":"","title":"Wetenschappers kom achter dat bureau vandaan","year":2017,"lang":"nl","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Data collection; Identification (biology); Term (time); Context (archaeology); Government (linguistics)","score_opus":0.046172510611690504,"score_gpt":0.3197908427125437,"score_spread":0.2736183321008532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034798539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9119265,0.008834726,0.0009733186,0.010102392,0.005355464,0.0016242878,0.005211467,0.00042048114,0.055551346],"genre_scores_gemma":[0.9730263,0.0054236283,0.0013208269,0.0013443965,0.003668231,0.000016272921,0.007198412,0.00015582582,0.007846105],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99495107,0.00027084904,0.0007637893,0.0018434005,0.0007174598,0.0014534409],"domain_scores_gemma":[0.9904917,0.00048322385,0.00058948476,0.0075032148,0.00007788662,0.0008544844],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010937386,0.00085524743,0.0010335264,0.00014990008,0.0019818596,0.0009878704,0.0045030676,0.00030100046,0.00024572332],"category_scores_gemma":[0.00011857245,0.0007430845,0.00013582931,0.0001273416,0.0007662755,0.0012711906,0.0047215973,0.0011141669,0.00063658104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028881507,0.0009783613,0.57034296,0.009063835,0.003970302,0.0018089713,0.037534792,0.00035059726,0.0078121955,0.00055473146,0.10653567,0.25815943],"study_design_scores_gemma":[0.005777848,0.00053758424,0.42851895,0.010763888,0.0018596738,0.00036521602,0.0046455483,0.28472778,0.000080457525,0.00038055898,0.26066032,0.0016821409],"about_ca_topic_score_codex":0.007042175,"about_ca_topic_score_gemma":0.007463526,"teacher_disagreement_score":0.2843772,"about_ca_system_score_codex":0.000052700412,"about_ca_system_score_gemma":0.000105078376,"threshold_uncertainty_score":0.99957},"labels":[],"label_agreement":null},{"id":"W7038086649","doi":"","title":"Frailty in older adults with amnestic mild cognitive impairment as a result of Alzheimer's disease: a comparison of two models of frailty characterization","year":2017,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mood; Cognitive impairment; Neuropsychology; Cognition; Disease; Outpatient clinic; Observational study","score_opus":0.041873462577903586,"score_gpt":0.3085455273203775,"score_spread":0.2666720647424739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7038086649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98310715,0.0014497018,0.0028132102,0.0036049492,0.0005869978,0.003163168,0.0011511913,0.00008343852,0.0040402054],"genre_scores_gemma":[0.9972771,0.00020174168,0.00067402277,0.00006361556,0.00022895871,0.00032165402,0.0009728463,0.000108692926,0.00015139315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99290043,0.0005389625,0.0024422575,0.0012326378,0.0019752735,0.00091045565],"domain_scores_gemma":[0.9915067,0.0004275574,0.0034891767,0.0016485647,0.0021058423,0.0008221548],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00070637575,0.0008675056,0.0019079274,0.00083906914,0.00044603937,0.00010432839,0.0009238056,0.00061845116,0.000061515646],"category_scores_gemma":[0.0012716308,0.00081768865,0.0003779726,0.0006979897,0.00024318315,0.000912898,0.00035748634,0.0009509107,0.000006131882],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.085134424,0.05328041,0.3381961,0.014492102,0.0075504226,0.0019431312,0.13084684,0.0035595282,0.022794604,0.32192674,0.00054762873,0.019728081],"study_design_scores_gemma":[0.02832029,0.0017053997,0.8916396,0.025236722,0.0021968288,0.000263875,0.0034745666,0.025881037,0.018285,0.00016249767,0.0016147579,0.0012194344],"about_ca_topic_score_codex":0.00006546995,"about_ca_topic_score_gemma":0.0006583377,"teacher_disagreement_score":0.5534435,"about_ca_system_score_codex":0.00043521906,"about_ca_system_score_gemma":0.0019173697,"threshold_uncertainty_score":0.9994274},"labels":[],"label_agreement":null},{"id":"W7039579542","doi":"","title":"Mikilvægi fjölskyldna við hjúkrun: viðhorf hjúkrunarfræðinga á Sjúkrahúsinu á Akureyri","year":2023,"lang":"is","type":"dissertation","venue":"Skemman","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Limiting; Fusible alloy; Filter (signal processing)","score_opus":0.027434548718949636,"score_gpt":0.3169615673051047,"score_spread":0.2895270185861551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7039579542","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77401316,0.012063738,0.000115406074,0.009090665,0.049687285,0.008971603,0.0012787681,0.0047032433,0.14007613],"genre_scores_gemma":[0.42315787,0.0030811273,0.0006478536,0.001664694,0.0075447466,0.0006052551,0.018363569,0.0015990032,0.54333586],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98674333,0.0005034453,0.0030709319,0.0032972454,0.0032052223,0.003179799],"domain_scores_gemma":[0.9911833,0.0010674383,0.0014757634,0.0035231728,0.0011930306,0.0015572866],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0014272081,0.0027087682,0.0032542762,0.0019129758,0.00096974464,0.00042281963,0.0018078315,0.0030073677,0.004792692],"category_scores_gemma":[0.0024801241,0.002884047,0.0015959713,0.0027111592,0.0005282762,0.00046622535,0.0003825783,0.004000094,0.036500633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003259487,0.0031549819,0.009568935,0.018724177,0.007158937,0.011607884,0.06650537,0.00014723098,0.026738063,0.0031338132,0.7043078,0.14569332],"study_design_scores_gemma":[0.022885945,0.0054951683,0.21619523,0.035856556,0.010116618,0.0008998648,0.045463625,0.002265967,0.031165136,0.0042950977,0.61384755,0.011513261],"about_ca_topic_score_codex":0.0033008852,"about_ca_topic_score_gemma":0.004852996,"teacher_disagreement_score":0.40325975,"about_ca_system_score_codex":0.0011741708,"about_ca_system_score_gemma":0.0017571953,"threshold_uncertainty_score":0.9985646},"labels":[],"label_agreement":null},{"id":"W7043524083","doi":"","title":"The Short Performance Physical Battery Is Associated with One-Year Emergency Department Visits and Hospitalization","year":2019,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Emergency department; Battery (electricity); Geriatrics; Work (physics); MEDLINE","score_opus":0.01231527403892687,"score_gpt":0.2212128280254537,"score_spread":0.20889755398652682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7043524083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94048935,0.0000023253099,0.00004421917,0.00038536137,0.00009749014,0.00085773185,0.000016873671,0.00009085126,0.05801577],"genre_scores_gemma":[0.98421824,0.015135107,0.000049169284,0.00008208693,0.000052555515,0.000003241134,0.00005121323,0.000026170002,0.0003822051],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99886125,0.00004733384,0.00011437921,0.00033965905,0.00034571142,0.00029165513],"domain_scores_gemma":[0.99931145,0.00004669027,0.00006935704,0.00032828187,0.00016509001,0.00007913458],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000080131955,0.00018346918,0.00022057323,0.00089765753,0.00017039748,0.000023191706,0.00013440581,0.00007109415,0.000033616816],"category_scores_gemma":[0.000027519993,0.00014277372,0.000056336357,0.002063107,0.000054804,0.00028571897,0.000095142204,0.00017056963,0.00003450132],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010410727,0.0011426442,0.9577533,0.0002792748,0.0013102986,0.00009554117,0.011335895,0.000031361124,0.00012878765,0.00043232756,0.0018032116,0.024646273],"study_design_scores_gemma":[0.005009613,0.003296158,0.44427606,0.0005517117,0.0008580515,0.000023292574,0.000913676,0.005513137,0.002726026,0.0000010865915,0.5360968,0.00073435705],"about_ca_topic_score_codex":0.00046331948,"about_ca_topic_score_gemma":0.00063717953,"teacher_disagreement_score":0.53429365,"about_ca_system_score_codex":0.00019233709,"about_ca_system_score_gemma":0.00013003634,"threshold_uncertainty_score":0.5822143},"labels":[],"label_agreement":null},{"id":"W7045743344","doi":"","title":"Case management for community-dwelling seniors living with frailty: perspectives of case managers","year":2021,"lang":"en","type":"dissertation","venue":"e-scholar@UOIT (University of Ontario Institute of Technology)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Case management; Case analysis; Comparative case; Affect (linguistics); Case manager; Interpretative phenomenological analysis; Identification (biology); Assisted living; Activities of daily living; Health care","score_opus":0.019162838630910548,"score_gpt":0.24686473368144796,"score_spread":0.2277018950505374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7045743344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893771,0.0004617581,0.0003867886,0.00015818687,0.00027941618,0.0012979414,0.00010390742,0.00012087564,0.007814021],"genre_scores_gemma":[0.51006114,0.00017616738,0.4733099,0.000013533442,0.00001674122,0.0000070785854,0.00048482622,0.00006416937,0.01586647],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981456,0.000020780257,0.0004556606,0.00060196774,0.00040165923,0.00037434205],"domain_scores_gemma":[0.99686134,0.00001939343,0.0008129863,0.0012847473,0.000902459,0.000119058146],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00046258225,0.00047131692,0.0012183784,0.001412827,0.00076627854,0.000016767643,0.0006010867,0.00079542917,0.00017770762],"category_scores_gemma":[0.00017214226,0.00057737407,0.0003882029,0.0008756294,0.00046466326,0.0005151975,0.00028082367,0.002462521,0.0000028699837],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004424408,0.0062708934,0.0025101863,0.034388915,0.02271682,0.27142823,0.33352986,0.0007734997,0.0037453487,0.007149823,0.0016385796,0.31142345],"study_design_scores_gemma":[0.005758214,0.0016894005,0.0028598225,0.008847458,0.0057990327,0.012357591,0.8005511,0.000060136495,0.002729074,0.00015982275,0.15822975,0.0009585709],"about_ca_topic_score_codex":0.03946605,"about_ca_topic_score_gemma":0.2856286,"teacher_disagreement_score":0.479316,"about_ca_system_score_codex":0.00094001356,"about_ca_system_score_gemma":0.0007021091,"threshold_uncertainty_score":0.9998388},"labels":[],"label_agreement":null},{"id":"W7072100729","doi":"","title":"Yaşlı hipertansiyon hastalarında kırılganlık ve öz-bakım gücü arasındaki ilişkinin belirlenmesi","year":2022,"lang":"tr","type":"dissertation","venue":"DSpace - Düzce (Duzce University)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Statistical analysis; Population; Research methodology; Incidence (geometry)","score_opus":0.012483602405440625,"score_gpt":0.2417943809186505,"score_spread":0.22931077851320986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7072100729","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7811009,0.005509776,0.0003843802,0.009134216,0.011897784,0.0055475426,0.0020920467,0.0016808539,0.18265249],"genre_scores_gemma":[0.37360534,0.0031791406,0.00084311445,0.0009295984,0.0010375743,0.00002781308,0.0080800885,0.00063478266,0.6116625],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9889135,0.00074741273,0.0012561149,0.0034915018,0.0029943737,0.00259714],"domain_scores_gemma":[0.9923589,0.0008225644,0.001560673,0.0025420808,0.0012467309,0.0014690192],"candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0007362108,0.0024438945,0.002705445,0.0031715801,0.0019159977,0.00024634768,0.0024973238,0.0019650806,0.010874227],"category_scores_gemma":[0.00096524175,0.0031529954,0.0013899049,0.004384244,0.0005622163,0.0011003894,0.0008949016,0.004747197,0.0021045126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03212522,0.010755811,0.04546459,0.013461002,0.014139775,0.045740053,0.19714844,0.0016423002,0.03790578,0.032691058,0.53565806,0.033267938],"study_design_scores_gemma":[0.011103164,0.002467359,0.011758359,0.0026856216,0.004106283,0.00022102396,0.14280793,0.0006716591,0.0034667756,0.00006708234,0.8169917,0.0036530565],"about_ca_topic_score_codex":0.0038919568,"about_ca_topic_score_gemma":0.0054378114,"teacher_disagreement_score":0.42901003,"about_ca_system_score_codex":0.0036660472,"about_ca_system_score_gemma":0.0023846356,"threshold_uncertainty_score":0.9993834},"labels":[],"label_agreement":null},{"id":"W7073745458","doi":"","title":"Frailty syndrome among elderly and associated factors: comparison of two cities","year":2018,"lang":"en","type":"article","venue":"Americanae (AECID Library)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; TSG101; Gestational period; Hyporeflexia; Proteogenomics; Fusible alloy","score_opus":0.025471065504906767,"score_gpt":0.2891015377140891,"score_spread":0.26363047220918234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7073745458","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936964,0.0002388134,0.00006499087,0.00076414295,0.00018686158,0.00029826353,0.00006208984,0.00024083426,0.004447593],"genre_scores_gemma":[0.9951897,0.000026600212,0.0011318941,0.0003713146,0.00009760905,0.000009870127,0.0001120375,0.00006412656,0.0029967923],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982408,0.00008729887,0.00049768324,0.00037808352,0.00039007462,0.00040602012],"domain_scores_gemma":[0.9985953,0.00025140372,0.00034130557,0.00044826328,0.00008141521,0.00028231365],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000057804373,0.00027813084,0.00083283614,0.00021336782,0.000092008566,0.000022564987,0.0002047965,0.00011050577,0.0011898801],"category_scores_gemma":[0.0002015525,0.0002493478,0.0001073363,0.00057780364,0.0013190726,0.0005752436,0.00012740877,0.00026542714,0.000026430076],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030618583,0.0001358693,0.9779992,0.00003224999,0.00019759059,0.000024806051,0.0012586227,5.667598e-7,0.0003811798,0.00007387812,0.01617372,0.0036916872],"study_design_scores_gemma":[0.0012018493,0.0024345585,0.9875025,0.00021093494,0.00010661735,0.000013816371,0.0011265829,0.00020308072,0.0060815895,0.00014260343,0.0007241745,0.00025167633],"about_ca_topic_score_codex":0.01632202,"about_ca_topic_score_gemma":0.00016415546,"teacher_disagreement_score":0.016157866,"about_ca_system_score_codex":0.00003622979,"about_ca_system_score_gemma":0.00010292303,"threshold_uncertainty_score":0.9999959},"labels":[],"label_agreement":null},{"id":"W7083861502","doi":"","title":"Sports Update","year":2018,"lang":"en","type":"other","venue":"Internet Archive (Internet Archive)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Flagging; Gloom; Staring; Football; Countdown; Thursday","score_opus":0.011474641552363036,"score_gpt":0.2581200267933132,"score_spread":0.24664538524095017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7083861502","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00075284764,0.0004036551,0.0057676584,0.0005836423,0.002395323,0.0015180437,0.00068150804,0.0010517815,0.98684555],"genre_scores_gemma":[0.0067521124,0.00037988627,0.0090832235,0.0016133122,0.003199112,0.00010781375,0.0024297195,0.001649234,0.97478557],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99474,0.0002108982,0.0010161196,0.0017770887,0.0010609148,0.0011949934],"domain_scores_gemma":[0.9964705,0.00018082096,0.0006659092,0.0018056699,0.00008150952,0.000795568],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00021321568,0.001295255,0.0015436757,0.0012831534,0.000027139185,0.000103630904,0.0012049339,0.00042800786,0.11690783],"category_scores_gemma":[0.0001734842,0.0011705711,0.0007807013,0.00017347457,0.0011376638,0.000078500896,0.0010803667,0.0012232803,0.030837942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060673594,0.00031142365,0.0025730426,0.0004841598,0.00095623336,0.0015094797,0.0010733751,2.4768912e-7,0.00013230857,0.0009529467,0.98972505,0.0016750161],"study_design_scores_gemma":[0.0020081103,0.00081307645,0.001703827,0.006067446,0.00037802177,0.0009130335,0.000031452822,0.00045247967,0.00054850045,0.0011931225,0.9848601,0.0010308078],"about_ca_topic_score_codex":0.0063102846,"about_ca_topic_score_gemma":0.010460641,"teacher_disagreement_score":0.08606989,"about_ca_system_score_codex":0.00010426906,"about_ca_system_score_gemma":0.0002089701,"threshold_uncertainty_score":0.9999799},"labels":[],"label_agreement":null},{"id":"W7087909776","doi":"10.5281/zenodo.17319560","title":"Neuroterus nervus Pujade-Villar & Bravo-Cuautle 2025, sp. nov.","year":2025,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Holotype; Subgenus; Sulcus; Paratype; Genus","score_opus":0.031166408226706358,"score_gpt":0.2758972021728449,"score_spread":0.24473079394613856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7087909776","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06382755,0.0005338696,0.004112781,0.02148996,0.0007309198,0.0017129914,0.00022290502,0.002579473,0.90478957],"genre_scores_gemma":[0.95004374,0.00025250015,0.0006320144,0.0031207856,0.0003956246,1.3756986e-7,0.0014736879,0.0019952487,0.04208625],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978346,0.0002269513,0.00036453357,0.000572661,0.00048602393,0.0005152351],"domain_scores_gemma":[0.99814093,0.000044631364,0.00008493388,0.00086043705,0.00060955505,0.00025949525],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00041216903,0.00021797478,0.0002723282,0.00039091005,0.0011871363,0.0004460878,0.0007731971,0.00011841761,0.014675543],"category_scores_gemma":[0.0013955769,0.00022655199,0.00010217862,0.0009851535,0.00020534034,0.00018630069,0.0008747692,0.00050492334,0.013159587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022549741,0.0003239248,0.000063537416,0.00031845536,0.00013253883,0.00016117824,0.0005825996,0.000030054005,0.025636584,0.0030920445,0.7957702,0.17366333],"study_design_scores_gemma":[0.0014688126,0.0002835239,0.004026844,0.0001471701,0.000055032906,0.00022979084,0.0001452315,0.00037237903,0.0040408117,0.00015885012,0.9888845,0.00018705455],"about_ca_topic_score_codex":0.000035670804,"about_ca_topic_score_gemma":6.922669e-7,"teacher_disagreement_score":0.8862162,"about_ca_system_score_codex":0.00022983362,"about_ca_system_score_gemma":0.000017605907,"threshold_uncertainty_score":0.9876088},"labels":[],"label_agreement":null},{"id":"W7090235200","doi":"10.6084/m9.figshare.30347158.v1","title":"<b>Predictive Effect of Frailty and Quality of Life on Geriatric Depression in an Urban Community: A Cross-Sectional Study in Primary Health Care</b>","year":2025,"lang":"en","type":"dataset","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Logistic regression; Mood; Mental health; Context (archaeology); Quality of life (healthcare); Geriatric Depression Scale; Univariate; Multivariate analysis","score_opus":0.06067774786543439,"score_gpt":0.39905046254833937,"score_spread":0.338372714682905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7090235200","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23059447,0.0008715166,2.6542716e-8,0.0000075064286,0.00006668032,0.0020221318,0.76637346,0.00001800297,0.000046242785],"genre_scores_gemma":[0.19379546,0.000012539269,0.0000038188746,0.00016593315,0.000067569184,0.00029502413,0.80563736,0.000013580181,0.000008705313],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99524355,0.0022165587,0.0011067813,0.00049545284,0.00068101974,0.0002566347],"domain_scores_gemma":[0.9958651,0.0019769315,0.00064315816,0.0011301595,0.00021216208,0.00017247724],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00080767646,0.0003664806,0.0014246166,0.0007016121,0.00008337231,0.00001863737,0.00036728775,0.00046452892,0.0011609166],"category_scores_gemma":[0.0051974817,0.0003345837,0.00009870164,0.0005188694,0.000036337624,0.000094813906,0.00045631302,0.0018220604,0.000003300042],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018760108,0.00093569816,0.42553437,0.013096616,0.00004308691,0.000008340457,0.00064792193,0.000010778364,0.0000018115097,1.3454715e-8,0.55763394,0.00021145766],"study_design_scores_gemma":[0.0065734796,0.005012684,0.9757701,0.0075034946,0.00002760267,0.0000016554642,0.00016510476,0.000003654338,0.000018386121,3.741871e-7,0.004749097,0.00017433135],"about_ca_topic_score_codex":0.0057720705,"about_ca_topic_score_gemma":0.0042678476,"teacher_disagreement_score":0.5528848,"about_ca_system_score_codex":0.0005651793,"about_ca_system_score_gemma":0.0009415549,"threshold_uncertainty_score":0.9999106},"labels":[],"label_agreement":null},{"id":"W7093529681","doi":"","title":"Fragilidade em idosos institucionalizados: aplicação da Edmonton Frail Scale associada à independência funcional","year":2014,"lang":"pt","type":"article","venue":"Americanae (AECID Library)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geriatric Depression Scale; Older people; Scale (ratio); Quality of life (healthcare); Population; Test (biology)","score_opus":0.012549423734100153,"score_gpt":0.24081660109754563,"score_spread":0.22826717736344548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7093529681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8853952,0.0046912306,0.006208234,0.041205067,0.004940973,0.0027633507,0.0010971858,0.0017013768,0.051997356],"genre_scores_gemma":[0.929235,0.00031999795,0.0025441495,0.025296254,0.0036477994,0.00020160733,0.001231915,0.00046361206,0.03705968],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99006814,0.00075493526,0.0018295051,0.002253336,0.0028831032,0.002210961],"domain_scores_gemma":[0.9933056,0.0010412752,0.001145543,0.002256914,0.00029604556,0.001954625],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00059221336,0.0015105454,0.0022281422,0.00068214023,0.00057969446,0.00025277055,0.0017449704,0.000982583,0.013604689],"category_scores_gemma":[0.0011751308,0.0015583712,0.00081213616,0.002273834,0.00093453604,0.0021786296,0.0009506984,0.0022420185,0.0040047453],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004595027,0.0012470454,0.48259786,0.00031160362,0.0008646572,0.00025759844,0.002543811,0.00008027115,0.00054554763,0.0035716803,0.41797456,0.08954586],"study_design_scores_gemma":[0.0050369995,0.001501497,0.7535995,0.00090793124,0.00054696767,0.00008702918,0.0016434641,0.0024835267,0.00093288446,0.00059405464,0.23078236,0.0018837488],"about_ca_topic_score_codex":0.009274441,"about_ca_topic_score_gemma":0.0005861575,"teacher_disagreement_score":0.2710017,"about_ca_system_score_codex":0.0005683184,"about_ca_system_score_gemma":0.0015678441,"threshold_uncertainty_score":0.9997643},"labels":[],"label_agreement":null},{"id":"W7093879011","doi":"","title":"Qualidade de vida e fragilidade em idosos que residem em comunidades","year":2013,"lang":"pt","type":"article","venue":"Americanae (AECID Library)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Work (physics); Gloom; Quality (philosophy); Context (archaeology)","score_opus":0.013978883896727958,"score_gpt":0.25740351256103283,"score_spread":0.24342462866430487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7093879011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9433701,0.005112399,0.0008731176,0.03776987,0.0011469458,0.0024145034,0.0001957668,0.001182627,0.007934644],"genre_scores_gemma":[0.89301866,0.0009603209,0.007963892,0.025220528,0.0017249078,0.00036730096,0.0002989605,0.00058494107,0.06986049],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99094844,0.0012927945,0.0019560026,0.0017149233,0.0013651716,0.0027226494],"domain_scores_gemma":[0.9920182,0.0015017833,0.0009809432,0.0030509357,0.0001979061,0.0022502285],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00039147053,0.0014589923,0.0021245691,0.00076876953,0.00043808453,0.0005603633,0.0019546172,0.0007810596,0.024893532],"category_scores_gemma":[0.0011092091,0.0014699972,0.00067605916,0.0023237418,0.00092603645,0.0027005451,0.00082689314,0.0022214104,0.0075592143],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002013178,0.00062546827,0.2806457,0.00043721788,0.00078589574,0.0006034983,0.012499623,0.00005823722,0.0021138971,0.0010612375,0.6668555,0.034112383],"study_design_scores_gemma":[0.004064875,0.0020230296,0.9075863,0.0016988058,0.00058565504,0.00021298439,0.03755203,0.0017339552,0.010555053,0.0013072584,0.030304544,0.00237555],"about_ca_topic_score_codex":0.076133125,"about_ca_topic_score_gemma":0.00040340904,"teacher_disagreement_score":0.636551,"about_ca_system_score_codex":0.00041062356,"about_ca_system_score_gemma":0.0013730797,"threshold_uncertainty_score":0.99981594},"labels":[],"label_agreement":null},{"id":"W7096057412","doi":"","title":"EDIT EDITORIAL ORIAL Health Aspects of Elderly: A Global Issue","year":2013,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Life expectancy; Quarter (Canadian coin); Population; World population; Population ageing; Global population","score_opus":0.01076717179712715,"score_gpt":0.297783318894763,"score_spread":0.28701614709763584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096057412","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048587594,0.00034131965,0.0007673793,0.14706336,0.54056317,0.0035887933,0.000078837365,0.00062507414,0.25838447],"genre_scores_gemma":[0.5264389,0.000028133823,0.003913362,0.0027461431,0.4628068,0.000042346688,0.000046849113,0.000032338743,0.003945148],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982382,0.000037838632,0.00041173148,0.0002592936,0.00067546207,0.00037744097],"domain_scores_gemma":[0.9987909,0.00006460242,0.00011921228,0.00038973743,0.00030727984,0.00032825503],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00015748017,0.00015900956,0.00043385348,0.000041655276,0.000035483383,0.000017766613,0.00012728768,0.00016369317,0.0036339087],"category_scores_gemma":[0.00035112447,0.0001277184,0.000090578345,0.00021913601,0.00007510787,0.00012453659,0.000052107465,0.00017857735,0.0010552097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000082209684,0.00016591011,0.00044118948,0.00009674299,0.000043161464,0.0000035409619,0.00012992785,5.5034275e-7,0.00026131107,0.0018388195,0.98734653,0.009590101],"study_design_scores_gemma":[0.0068170577,0.0036715972,0.0036544965,0.00017702748,0.00004376527,0.00004329929,0.00028146253,0.000054193344,0.0013794159,0.0032084186,0.9804538,0.00021548152],"about_ca_topic_score_codex":0.0073001096,"about_ca_topic_score_gemma":0.00021752653,"teacher_disagreement_score":0.4778513,"about_ca_system_score_codex":0.00018998588,"about_ca_system_score_gemma":0.00056085025,"threshold_uncertainty_score":0.9997226},"labels":[],"label_agreement":null},{"id":"W7096379627","doi":"","title":"/&amp;apos;v //&amp;apos;f Cictontdluxk&amp;apos;til.SV&amp;apos;r/c/v of America Feasibility and Measurement Properties of the Functional Reach and the Timed Up and Go Tests in the Canadian Study of Health and Aging","year":2015,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Construct validity; Reliability (semiconductor); Cognition; Construct (python library); Timed Up and Go test; Cognitive impairment; Measure (data warehouse); Activities of daily living","score_opus":0.5545782258568311,"score_gpt":0.3965038840084948,"score_spread":0.15807434184833635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7096379627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9735607,0.008067703,0.000028132028,0.013424085,0.00016177971,0.0038135138,0.00004048324,0.000027307233,0.00087632565],"genre_scores_gemma":[0.99672836,0.00022628724,0.0003561018,0.001331648,0.000058648453,0.00008927844,0.000020395188,0.000039848892,0.0011494609],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99449825,0.0013089679,0.0012318357,0.0007314895,0.0016144991,0.0006149301],"domain_scores_gemma":[0.99640244,0.000406307,0.0005482444,0.0012935745,0.0008426401,0.0005068119],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00488953,0.0004813835,0.0011460931,0.00026467536,0.00036341493,0.00007350601,0.0003263981,0.00014021606,0.000026857706],"category_scores_gemma":[0.002411987,0.00024948298,0.0000871345,0.00060694246,0.001709768,0.00017524952,0.00025567622,0.00058244535,0.0000027647727],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023591076,0.0014055802,0.79547644,0.0012232163,0.0005563185,0.0000027298506,0.16590339,0.000030535022,0.0033751458,0.00010321301,0.01178433,0.017780008],"study_design_scores_gemma":[0.02318743,0.0019421518,0.90098834,0.0015994144,0.00061009044,0.00034579646,0.040371384,0.00018972367,0.00038643437,0.00048533265,0.029175518,0.0007183556],"about_ca_topic_score_codex":0.33056378,"about_ca_topic_score_gemma":0.7231056,"teacher_disagreement_score":0.39254183,"about_ca_system_score_codex":0.00043680015,"about_ca_system_score_gemma":0.0013096627,"threshold_uncertainty_score":0.99999577},"labels":[],"label_agreement":null},{"id":"W7097068059","doi":"","title":"The Canadian Journal of Diagnosis / December 2005 71 Assessing the Elderly: Getting into the Seven Habits","year":2015,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geriatrics; Mental illness; Acute illness; Cognition; Physical illness; MEDLINE; Cognitive impairment; Older people","score_opus":0.034004570082748,"score_gpt":0.316687750997464,"score_spread":0.282683180914716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097068059","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6282935,0.0038438581,0.00026985776,0.32415357,0.001298089,0.000554932,0.0000016722881,0.000029679115,0.041554824],"genre_scores_gemma":[0.99082637,0.000053616437,0.0011205372,0.002550397,0.00067308446,0.000018046454,0.0000012778297,0.000025974272,0.004730676],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830353,0.00020126127,0.00039991416,0.000121589044,0.0005305145,0.0004432168],"domain_scores_gemma":[0.99727494,0.0011305369,0.00019666772,0.00046144187,0.000500498,0.0004359434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022189042,0.00014291673,0.00019070684,0.00006012058,0.00077986676,0.00033265684,0.00044126317,0.000087634704,0.00013922276],"category_scores_gemma":[0.003024131,0.0000567725,0.00009983213,0.0002044338,0.0002795174,0.00019496953,0.00005189823,0.00056619383,0.000043666798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001298646,0.000032303153,0.17246456,0.000015645646,0.00019373746,0.00007208017,0.013745699,0.000101114914,0.000031710708,0.00030095357,0.6452861,0.16774315],"study_design_scores_gemma":[0.0015990514,0.00029698559,0.0857847,0.0004379589,0.00028030673,0.0007958467,0.019024238,0.0011047282,0.001317259,0.0018459794,0.8872678,0.00024509747],"about_ca_topic_score_codex":0.056510575,"about_ca_topic_score_gemma":0.6962003,"teacher_disagreement_score":0.63968974,"about_ca_system_score_codex":0.0003138687,"about_ca_system_score_gemma":0.0020773157,"threshold_uncertainty_score":0.9497722},"labels":[],"label_agreement":null},{"id":"W7097658061","doi":"","title":"assisted living facilities","year":2013,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Risk assessment; Vulnerability (computing); Operationalization; Epidemiology; Population; Relative risk","score_opus":0.028620147910730028,"score_gpt":0.2620480519468613,"score_spread":0.23342790403613128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097658061","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64471537,0.00007037052,0.00029982848,0.005070234,0.00012956587,0.00026313437,0.0000015998743,0.00025349355,0.34919637],"genre_scores_gemma":[0.61260027,0.000002160757,0.0014656903,0.00054897874,0.000037656104,0.000014708524,0.0000018616761,0.0000048083302,0.38532388],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99952745,0.000009068314,0.00010532398,0.0000967149,0.00012297196,0.0001384458],"domain_scores_gemma":[0.9995674,0.00009057541,0.000011588073,0.00018135711,0.00006821132,0.000080851016],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003500187,0.0000593677,0.00010394818,0.00003368368,0.000021468752,0.00001878917,0.000034894183,0.00003618109,0.01777232],"category_scores_gemma":[0.00022188891,0.000044076056,0.000034309218,0.000049497485,0.000032065178,0.00008496336,0.000024393745,0.00006627751,0.0029221212],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006432062,0.00031971064,0.1922381,0.00036316802,0.00014124675,0.000025004978,0.0026716504,0.0000011776986,0.02217397,0.0009964533,0.5637658,0.21729729],"study_design_scores_gemma":[0.00037930364,0.00012594796,0.9238619,0.00013885762,0.000014857826,0.00008676724,0.0013231351,0.00038198614,0.0014219519,0.00010237208,0.072040655,0.00012224678],"about_ca_topic_score_codex":0.0007404118,"about_ca_topic_score_gemma":0.00002220019,"teacher_disagreement_score":0.7316238,"about_ca_system_score_codex":0.000019507223,"about_ca_system_score_gemma":0.000018650986,"threshold_uncertainty_score":0.99785423},"labels":[],"label_agreement":null},{"id":"W7097848598","doi":"","title":"ral ssBioMed CentBMC Health Services Research Open AcceResearch article Patient, informal caregiver and care provider acceptance of a","year":2016,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Service (business); Home health; Health care; Service provider; Hospital care; Health services; MEDLINE","score_opus":0.05876347555134828,"score_gpt":0.40687691041690877,"score_spread":0.34811343486556046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097848598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9808941,0.00059768383,0.000019342637,0.0061809593,0.000052316038,0.0020016464,0.000049745206,0.000036688507,0.010167559],"genre_scores_gemma":[0.9955613,0.0001301882,0.0008066823,0.00042090708,0.000041634343,0.00007013028,0.000013779022,0.00002101003,0.002934374],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99762696,0.00014237345,0.00038185366,0.00034595112,0.0008220481,0.00068084185],"domain_scores_gemma":[0.99804246,0.00016275384,0.00008847627,0.00054362236,0.0007742367,0.00038845142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042836502,0.0001329837,0.00031513677,0.00019085073,0.00013520285,0.00006448135,0.00038746817,0.00007445744,0.0006102278],"category_scores_gemma":[0.0000749891,0.00008099839,0.00003554487,0.00046077505,0.0003253278,0.00080765324,0.000941111,0.00019152397,0.00005574553],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017227612,0.00027990836,0.25646305,0.0026823163,0.00009754499,0.000023948785,0.06586951,3.5207196e-7,0.006728228,0.00079362845,0.0064620343,0.6588767],"study_design_scores_gemma":[0.02133437,0.0059888535,0.6928931,0.0032191158,0.000027502223,0.0000725446,0.12088069,0.00019377685,0.106037706,0.00019504948,0.048652004,0.0005052704],"about_ca_topic_score_codex":0.0028793945,"about_ca_topic_score_gemma":0.0021894372,"teacher_disagreement_score":0.65837145,"about_ca_system_score_codex":0.00017804104,"about_ca_system_score_gemma":0.0004756402,"threshold_uncertainty_score":0.6681566},"labels":[],"label_agreement":null},{"id":"W7097852599","doi":"","title":"Research Article Medical History of Elderly Patients in the Emergency Setting: Not an Easy Point-of-Care Diagnostic Marker","year":2016,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medical history; Research article; Emergency physician; Past medical history; Original research; Quarter (Canadian coin); Duration (music); Attribution","score_opus":0.03614957295946346,"score_gpt":0.33465605596288356,"score_spread":0.2985064830034201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097852599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816498,0.0002562166,0.000036210447,0.006139756,0.00027577407,0.00051523355,0.000008151789,0.000019444038,0.011099426],"genre_scores_gemma":[0.9968991,0.00008701868,0.00016614489,0.00022642575,0.000069001326,0.000034952165,0.000008100593,0.000018346283,0.0024909114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99688613,0.00046526396,0.00053798885,0.00025333112,0.0015037896,0.00035349713],"domain_scores_gemma":[0.9969828,0.0016237465,0.00007385515,0.00060722325,0.0005230371,0.00018930402],"candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014626049,0.000104813356,0.00021862009,0.0001599589,0.000021426618,0.000001665314,0.00032093545,0.000118999866,0.0048737577],"category_scores_gemma":[0.009790895,0.000056376528,0.00006474781,0.00022283226,0.000275633,0.00011828876,0.00008165049,0.0002706061,0.000069945614],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002999086,0.0010523907,0.8353233,0.00024667443,0.000023024779,0.000044564033,0.006875462,1.4409652e-7,0.0015280297,0.00033925386,0.05638946,0.097877815],"study_design_scores_gemma":[0.0027834198,0.0017129141,0.9868553,0.00054221443,0.000020092391,0.0000052724727,0.0018221504,0.00005048827,0.001462326,0.0001665541,0.0044806874,0.00009853939],"about_ca_topic_score_codex":0.00047538677,"about_ca_topic_score_gemma":0.0007054446,"teacher_disagreement_score":0.15153207,"about_ca_system_score_codex":0.00022280576,"about_ca_system_score_gemma":0.00029371737,"threshold_uncertainty_score":0.99855006},"labels":[],"label_agreement":null},{"id":"W7097958625","doi":"","title":"Accepter May 17, 2004 Mechanisms of Aging and Development CHANGES WITH AGE IN THE DISTRIBUTION OF A FRAILTY INDEX","year":2008,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Frailty Index; Index (typography); Monotonic function; Function (biology); Body mass index; Exponential function","score_opus":0.03723317687689812,"score_gpt":0.26953856530057557,"score_spread":0.23230538842367746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097958625","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97790486,0.00008212353,0.017666923,0.0025219342,0.00001680903,0.00042506904,0.000008000405,0.000017128012,0.0013571806],"genre_scores_gemma":[0.9961841,0.000020502797,0.002760648,0.00031572586,0.000010379732,0.00001758286,0.000041372634,0.000006544098,0.00064311764],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992938,0.000020652953,0.00015483248,0.0001274364,0.00026646978,0.00013679724],"domain_scores_gemma":[0.99965894,0.000038399787,0.00006202432,0.00015799882,0.000050044924,0.000032584067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015768976,0.00009371622,0.00018962024,0.00005733921,0.000026852584,0.0000029347384,0.000065398315,0.00004688714,0.00008383753],"category_scores_gemma":[0.000021295918,0.00005401989,0.000011562743,0.00014407978,0.00010128454,0.000039006856,0.000033111282,0.00009510365,0.0000011568708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090433133,0.0016163803,0.80135304,0.0015261878,0.00045034237,0.0009406535,0.0687703,0.00006696699,0.018420346,0.0035286497,0.013268188,0.08915461],"study_design_scores_gemma":[0.002556952,0.00032734452,0.91129273,0.00035115553,0.000021783722,0.0001898494,0.0018479509,0.00003945233,0.08093411,0.000099387595,0.0022100925,0.00012917667],"about_ca_topic_score_codex":0.00012237982,"about_ca_topic_score_gemma":0.0008055235,"teacher_disagreement_score":0.109939694,"about_ca_system_score_codex":0.000034009365,"about_ca_system_score_gemma":0.000056669232,"threshold_uncertainty_score":0.22028671},"labels":[],"label_agreement":null},{"id":"W7098117831","doi":"","title":"Commentary Realigning","year":2016,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Older people; Healthy aging; Activities of daily living; Population ageing; Population; Geriatrics","score_opus":0.0217688728434025,"score_gpt":0.2866603441034145,"score_spread":0.264891471260012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7098117831","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1524839,0.000050672377,0.0036821195,0.57575613,0.00024982562,0.00025017076,0.00000615413,0.0003251692,0.26719588],"genre_scores_gemma":[0.94431084,0.00001788373,0.0034351903,0.025499752,0.00014987543,0.0000044839994,0.0000045898187,0.000009577424,0.026567806],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996564,0.000006805055,0.00007191435,0.00007958288,0.00008516813,0.00010012781],"domain_scores_gemma":[0.99969274,0.000053518837,0.000009528327,0.00016206966,0.000017435861,0.000064727064],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000045207948,0.00003995898,0.00006590166,0.000021588652,0.0000138316855,0.000001920336,0.000028048182,0.000019102336,0.0011880425],"category_scores_gemma":[0.00003349761,0.000020800097,0.000021594558,0.000028709632,0.000024287532,0.000035938192,0.000019542882,0.000023187402,0.0003310315],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019781994,0.00002911926,0.026951661,0.000008050397,0.0000185596,0.000024428435,0.00005174084,1.0287315e-8,0.022187645,0.00034822174,0.8819463,0.068414435],"study_design_scores_gemma":[0.005398893,0.000417639,0.06436417,0.0005055334,0.000052267555,0.00018796085,0.00015931673,0.00001691514,0.14245737,0.00082225905,0.78541845,0.00019923288],"about_ca_topic_score_codex":0.0000778822,"about_ca_topic_score_gemma":0.000014715559,"teacher_disagreement_score":0.79182696,"about_ca_system_score_codex":0.00003228644,"about_ca_system_score_gemma":0.0000069549947,"threshold_uncertainty_score":0.999725},"labels":[],"label_agreement":null},{"id":"W7099253891","doi":"","title":"Implementation Science STUDY PROTOCOL Open Access","year":2013,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Intervention (counseling); Protocol analysis; Data collection; Access control","score_opus":0.15159233667357894,"score_gpt":0.566002825535339,"score_spread":0.41441048886176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7099253891","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31015563,1.2344117e-7,0.00008033859,0.0026052166,0.000047425292,0.61688054,4.0953222e-7,0.00006389102,0.07016643],"genre_scores_gemma":[0.6430357,2.4635439e-8,0.0009489834,0.0006210148,0.00002562685,0.35183167,0.0000011226772,0.00000579317,0.0035300443],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99903923,0.000014592211,0.00017567283,0.0002374403,0.00034867294,0.00018437392],"domain_scores_gemma":[0.9992968,0.000012618897,0.000041411116,0.00031526078,0.00022340367,0.00011052281],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028575366,0.000064887274,0.00009705836,0.0000843269,0.00009727951,0.00065804075,0.00072283106,0.000009682352,0.011831873],"category_scores_gemma":[0.000051690382,0.000044794342,0.000009801751,0.00039605127,0.00006347295,0.0019894775,0.0008118859,0.00004919069,0.0004549213],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004009542,0.00079944974,0.8378911,0.000037762435,0.00001842578,0.0000056418753,0.00091621117,4.640264e-7,0.0058548753,0.00021366662,0.053395092,0.10082721],"study_design_scores_gemma":[0.0048409323,0.0006900685,0.9740082,0.000013272846,0.000009153651,0.0000063803427,0.0026791783,0.00007423453,0.01433678,0.00016578691,0.0030983111,0.00007769551],"about_ca_topic_score_codex":0.005976019,"about_ca_topic_score_gemma":0.00047314473,"teacher_disagreement_score":0.3328801,"about_ca_system_score_codex":0.00007043749,"about_ca_system_score_gemma":0.00022393937,"threshold_uncertainty_score":0.9890714},"labels":[],"label_agreement":null},{"id":"W7100284282","doi":"","title":"Age and Ageing 1996:25:159-167 Predictive Validity of a Postal Questionnaire for Screening Community-dwelling Elderly Individuals at Risk of Functional Decline","year":2015,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Logistic regression; Context (archaeology); Population; Activities of daily living; Population ageing; Risk factor; Test (biology); Risk assessment; Ageing","score_opus":0.08053522821022198,"score_gpt":0.3104786663861168,"score_spread":0.22994343817589485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100284282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90677476,0.00032181275,0.0907926,0.00033794346,0.0001240042,0.00069239433,0.00033014352,0.00007709565,0.0005492526],"genre_scores_gemma":[0.98050666,0.000035838973,0.018429853,0.00010967725,0.00013824107,0.000023423387,0.0003437791,0.000029902454,0.00038265064],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980784,0.00031537446,0.00058967614,0.00023333372,0.0005393228,0.00024390772],"domain_scores_gemma":[0.9974425,0.0010151122,0.0003696351,0.00035410115,0.00058676966,0.00023190562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001895594,0.00020542169,0.0005009006,0.00017738336,0.00021898742,0.000013981207,0.000115169205,0.0001641495,0.00002572693],"category_scores_gemma":[0.0024728607,0.00018475848,0.00012374597,0.00017034564,0.0002738845,0.00018581757,0.00024577184,0.00043046943,0.0000014860727],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017546772,0.0006336669,0.96724105,0.00076879887,0.00069940934,0.000037709644,0.0076342784,0.0012769188,0.0021357911,0.00019438016,0.0026929292,0.014930409],"study_design_scores_gemma":[0.009888427,0.005009878,0.96029925,0.0014345776,0.0007738845,0.0001194897,0.0034066457,0.010056131,0.0052632377,0.002818812,0.0006388426,0.00029079456],"about_ca_topic_score_codex":0.0021632088,"about_ca_topic_score_gemma":0.0011294527,"teacher_disagreement_score":0.07373188,"about_ca_system_score_codex":0.00008198421,"about_ca_system_score_gemma":0.00010721792,"threshold_uncertainty_score":0.7534232},"labels":[],"label_agreement":null},{"id":"W7100794797","doi":"","title":"Paradigm—Issues and Controversies","year":2014,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Work (physics); Health care; MEDLINE; Key (lock)","score_opus":0.011954150189600419,"score_gpt":0.26964233241024443,"score_spread":0.257688182220644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100794797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4866643,0.001257453,0.0015339445,0.14928795,0.0002483616,0.0003809754,0.0000023887717,0.00030321177,0.3603214],"genre_scores_gemma":[0.9697015,0.00004994218,0.0011046933,0.0027892701,0.00011619475,0.0000014009105,0.00000236969,0.0000054716074,0.02622915],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99968183,0.0000086063155,0.000057309684,0.000088962835,0.00007352427,0.00008977202],"domain_scores_gemma":[0.9996711,0.0001236894,0.000009656082,0.00011792227,0.000010423602,0.0000672141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000050648716,0.000048690476,0.000114676375,0.000019686202,0.00001582092,0.000009301257,0.00001816776,0.000025885656,0.00021870049],"category_scores_gemma":[0.00019368231,0.000036076464,0.000014518459,0.000020223644,0.000051208626,0.000035197125,0.000012552056,0.000036553127,0.00010338818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022205828,0.00014626725,0.17514206,0.00023007768,0.00016925237,0.00003085885,0.0013382644,0.0000015633714,0.0033051337,0.24815704,0.5058402,0.06541722],"study_design_scores_gemma":[0.003033231,0.00043346698,0.097987264,0.000051507835,0.00005062201,0.00007826171,0.00011097702,0.0008315289,0.0038221076,0.0041223424,0.88935983,0.00011888893],"about_ca_topic_score_codex":0.00008950898,"about_ca_topic_score_gemma":0.000018787567,"teacher_disagreement_score":0.4830372,"about_ca_system_score_codex":0.000005927214,"about_ca_system_score_gemma":0.0000046277546,"threshold_uncertainty_score":0.2394617},"labels":[],"label_agreement":null},{"id":"W7101123805","doi":"","title":"Printed in U.S.A Incidence of Functional Decline and Improvement in a Community-dwelling, Very Elderly Population","year":2015,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Confidence interval; Population; Activities of daily living; Population ageing; Age groups; Autonomy","score_opus":0.04400275429696615,"score_gpt":0.303248499474157,"score_spread":0.25924574517719084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7101123805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974503,0.0000620623,0.000670398,0.000662349,0.000060891132,0.00026781476,0.000001061977,0.000016219317,0.00080891117],"genre_scores_gemma":[0.99812394,0.000011828933,0.0012761817,0.00024832407,0.000017164755,0.000009525478,0.00004188673,0.0000060874668,0.00026504122],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991951,0.000059536644,0.00033316316,0.00009719552,0.00021428264,0.000100719524],"domain_scores_gemma":[0.99949676,0.0000992339,0.00005946798,0.00017850749,0.00010060096,0.00006545914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060781743,0.00007137893,0.00017494011,0.00016502077,0.000011896197,0.000004462762,0.000043708387,0.000055913428,0.000034577795],"category_scores_gemma":[0.00038270728,0.000064255684,0.000013836613,0.0001686373,0.00003436152,0.0000915586,0.000078215686,0.00025226007,0.0000030290166],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031681234,0.00033782274,0.9831507,0.00009681115,0.000008298701,0.000006321265,0.0008961745,0.00020655028,0.0029222425,0.00017148546,0.00014364765,0.01174311],"study_design_scores_gemma":[0.003386778,0.00081356097,0.9864664,0.00024671337,0.000007991363,0.000013458337,0.00074319984,0.005787539,0.0011282458,0.0012511227,0.00008826087,0.000066708046],"about_ca_topic_score_codex":0.011845885,"about_ca_topic_score_gemma":0.0144113125,"teacher_disagreement_score":0.011676402,"about_ca_system_score_codex":0.000110890905,"about_ca_system_score_gemma":0.000060562274,"threshold_uncertainty_score":0.99473435},"labels":[],"label_agreement":null},{"id":"W7103446228","doi":"","title":"Are oncology trainees prepared for the ageing population?","year":2012,"lang":"en","type":"article","venue":"Research Portal (King's College London)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Ageing; MEDLINE; Disease; Work (physics)","score_opus":0.104343316097947,"score_gpt":0.4213519960301487,"score_spread":0.3170086799322017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7103446228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92773116,0.0037359442,0.0003255737,0.022712123,0.0014361609,0.0087780785,0.00035087264,0.0003438506,0.034586225],"genre_scores_gemma":[0.98463684,0.0000696397,0.0009281365,0.0004733945,0.0014915641,0.00078979466,0.00011146796,0.00007298757,0.011426165],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99631536,0.00026511005,0.00053043436,0.0004143917,0.001148631,0.0013260852],"domain_scores_gemma":[0.99581635,0.0022556523,0.00021662845,0.0007056484,0.0005628805,0.00044286097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028049923,0.00023422555,0.00049331837,0.00032045675,0.0006419667,0.000047671016,0.00035016524,0.00023813025,0.0005620134],"category_scores_gemma":[0.0040837475,0.00017221263,0.00022885647,0.000752447,0.0002677716,0.000301799,0.0001696391,0.00070892024,0.00007065756],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032085804,0.0026054068,0.4445797,0.0015301992,0.0013201497,0.0021953403,0.007585531,0.00010933038,0.003517292,0.017196028,0.47497588,0.04117657],"study_design_scores_gemma":[0.0056813266,0.0010446318,0.5996579,0.00047575153,0.00018171774,0.0006651031,0.008090024,0.002122607,0.0008506666,0.0008146475,0.3799884,0.00042720142],"about_ca_topic_score_codex":0.00040260341,"about_ca_topic_score_gemma":0.0013885366,"teacher_disagreement_score":0.15507823,"about_ca_system_score_codex":0.0003075094,"about_ca_system_score_gemma":0.0003014078,"threshold_uncertainty_score":0.70226276},"labels":[],"label_agreement":null},{"id":"W7103566689","doi":"","title":"Caractérisation d'un phénotype de fragilité canine","year":2022,"lang":"fr","type":"dissertation","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prospective cohort study; Cohort; Hazard ratio; Cohort study; Proportional hazards model; Pathological; Physical examination","score_opus":0.01038760502762279,"score_gpt":0.24811244371652616,"score_spread":0.23772483868890337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7103566689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7752234,0.017152091,0.021122543,0.02853157,0.0032512364,0.002090784,0.00041245215,0.0006118052,0.15160412],"genre_scores_gemma":[0.8023955,0.0024511747,0.020985562,0.00048493888,0.00020375282,0.00029994315,0.011515728,0.00021483595,0.16144855],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9873384,0.008207064,0.0011089373,0.0011888582,0.0011732527,0.0009834701],"domain_scores_gemma":[0.9897932,0.0031412414,0.00093794375,0.0024757227,0.003074866,0.00057705765],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006982195,0.0006981664,0.0007858737,0.00040749914,0.001027738,0.00022422883,0.0011831324,0.00062076724,0.007082594],"category_scores_gemma":[0.0073625264,0.0008581809,0.00039863298,0.0011225868,0.0002793198,0.00026993346,0.0003555738,0.0017333592,0.00028630844],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046366118,0.0051081525,0.07453548,0.002758458,0.001194922,0.0002574874,0.23692815,0.00050106144,0.05868773,0.09858766,0.012644366,0.50833285],"study_design_scores_gemma":[0.0066558355,0.00001344193,0.35237166,0.010314498,0.0016623981,0.00035772042,0.012354122,0.041488193,0.35079458,0.0035147248,0.21779627,0.0026765661],"about_ca_topic_score_codex":0.02800442,"about_ca_topic_score_gemma":0.021609204,"teacher_disagreement_score":0.5056563,"about_ca_system_score_codex":0.001362116,"about_ca_system_score_gemma":0.0015760652,"threshold_uncertainty_score":0.9993869},"labels":[],"label_agreement":null},{"id":"W7103652748","doi":"10.5281/zenodo.17500626","title":"Oncogeriatrics","year":2017,"lang":"en","type":"book-chapter","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Clinical Practice; MEDLINE; Nursing care; Geriatrics; Disease","score_opus":0.05781021077778916,"score_gpt":0.2750956868233649,"score_spread":0.21728547604557572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7103652748","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00003366215,0.00029166247,0.00028847443,0.0016747393,0.00028368394,0.0007224823,0.0004522491,0.00091762526,0.9953354],"genre_scores_gemma":[0.0052272826,0.00083711627,0.00036815993,0.00030777112,0.0010296094,2.0886711e-8,0.0061582974,0.0057696356,0.9803021],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99785316,0.000053468313,0.00036338487,0.0006328713,0.00070315355,0.00039394497],"domain_scores_gemma":[0.99684185,0.000026454443,0.0003148336,0.0014576763,0.0010003984,0.00035879662],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042867937,0.0003210936,0.00042420297,0.0003666073,0.0019530539,0.0006496668,0.0011231921,0.000329985,0.047063988],"category_scores_gemma":[0.0010901063,0.00034065807,0.00017283541,0.000050449944,0.00031303996,0.00014706254,0.0013729781,0.00083377893,0.04885174],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000113761176,0.0000649857,4.6267678e-7,0.0002701154,0.00016100502,0.0002372076,0.00028274985,0.0000011556098,0.0002401252,0.015920576,0.7611852,0.22152261],"study_design_scores_gemma":[0.0008989048,0.00042578718,0.00006429271,0.00029635086,0.00012890523,0.0006765459,0.000014640726,0.000019796764,0.000050110353,0.001060617,0.99605715,0.00030692402],"about_ca_topic_score_codex":0.000008432194,"about_ca_topic_score_gemma":3.3281188e-7,"teacher_disagreement_score":0.23487188,"about_ca_system_score_codex":0.00037891447,"about_ca_system_score_gemma":0.000016617483,"threshold_uncertainty_score":0.9999046},"labels":[],"label_agreement":null},{"id":"W7104256057","doi":"10.71781/1486","title":"Prédiction de mortalité et prise de décision clinique : vers des soins centrés sur le patient","year":2024,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Government of Canada","keywords":"Medical screening; Context (archaeology); Electrodiagnosis","score_opus":0.0551396777819173,"score_gpt":0.36910825627873733,"score_spread":0.31396857849682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104256057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9640971,0.0022262519,0.00043322524,0.0010008998,0.0026302612,0.002401723,0.00021399799,0.00001672408,0.026979815],"genre_scores_gemma":[0.89750457,0.001955161,0.017186433,0.0003132849,0.00052000995,0.0002492899,0.0046182913,0.0002314411,0.07742152],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99644184,0.00039498028,0.0009458707,0.00089375646,0.0005387023,0.00078487454],"domain_scores_gemma":[0.9980683,0.00031491276,0.00034811752,0.00049251196,0.0002890546,0.00048715103],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010614644,0.00052914233,0.0006270868,0.00021750163,0.00022193312,0.0003346568,0.00041964508,0.0007507637,0.0024033834],"category_scores_gemma":[0.00096720894,0.0005534061,0.0002633614,0.00034591838,0.00012791867,0.00045739507,0.0001773972,0.0010051208,0.0015045938],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015395797,0.0018006533,0.019759472,0.0016316425,0.00069953606,0.0012621189,0.13009574,0.0012282452,0.010690489,0.00017230335,0.01530752,0.8158127],"study_design_scores_gemma":[0.008544425,0.0036700726,0.15266116,0.03890717,0.0034260505,0.00045205135,0.05897488,0.022748701,0.14115703,0.0015848357,0.5657015,0.0021721623],"about_ca_topic_score_codex":0.017180715,"about_ca_topic_score_gemma":0.019132452,"teacher_disagreement_score":0.81364053,"about_ca_system_score_codex":0.0012860923,"about_ca_system_score_gemma":0.005428727,"threshold_uncertainty_score":0.9996917},"labels":[],"label_agreement":null},{"id":"W7104290646","doi":"10.71781/1411","title":"Social isolation, frailty, and health outcomes among community-dwelling older adults : a longitudinal study in Quebec","year":2022,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Longitudinal study; Social environment; Population; Social relationship","score_opus":0.020619519087389737,"score_gpt":0.2673690514403958,"score_spread":0.24674953235300606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104290646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9905575,0.0031287211,0.000024689716,0.0007354395,0.00045509607,0.0015934574,0.00003321433,0.00012535411,0.003346512],"genre_scores_gemma":[0.9601423,0.00008534859,0.00012280476,0.00013357945,0.00009229284,0.00008834938,0.001160668,0.000051887542,0.03812277],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968813,0.00043733977,0.00067627174,0.000625359,0.00091607973,0.0004636231],"domain_scores_gemma":[0.99839133,0.00015401642,0.0005254647,0.0004322913,0.00021681761,0.00028008528],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000501859,0.00049816526,0.000862351,0.00066213857,0.0078424,0.00005934915,0.00030106405,0.00032073064,0.00008741839],"category_scores_gemma":[0.000060305385,0.00058277196,0.0002232951,0.00045025971,0.0001715926,0.00032752237,0.0002315533,0.001711314,0.000005653352],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006913893,0.0010287738,0.78035194,0.00034863772,0.00031294514,0.0009644593,0.21075693,0.00006726258,0.000011401725,0.00019749117,0.00041013263,0.004858667],"study_design_scores_gemma":[0.003871326,0.00027729914,0.8073181,0.00043434897,0.00019520332,0.000114389026,0.18660048,0.00027510792,0.0000100722245,0.000023711193,0.0005326754,0.0003473212],"about_ca_topic_score_codex":0.7301533,"about_ca_topic_score_gemma":0.8185644,"teacher_disagreement_score":0.08841105,"about_ca_system_score_codex":0.0076866653,"about_ca_system_score_gemma":0.001960687,"threshold_uncertainty_score":0.9996624},"labels":[],"label_agreement":null},{"id":"W7104366144","doi":"10.5281/zenodo.17553117","title":"Geriatric medicine in Hong Kong fifteen years ago (in the eyes of a visitor)..... and current reflections","year":2000,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Geriatrics; MEDLINE; Current (fluid); Alternative medicine","score_opus":0.03839140497129813,"score_gpt":0.3094122442787491,"score_spread":0.27102083930745097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104366144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93087274,0.00096957805,0.00006385246,0.0040702573,0.00009308772,0.0007948874,0.00003790049,0.00016546746,0.06293226],"genre_scores_gemma":[0.9978906,0.00085851137,0.00007580549,0.00008667981,0.00017198302,8.422785e-8,0.00014938059,0.00026863706,0.0004983195],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986723,0.00025321633,0.0002856043,0.00024244987,0.0003283137,0.00021813529],"domain_scores_gemma":[0.99939895,0.00005031211,0.000054090917,0.00030230414,0.00011687606,0.00007748701],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00059181685,0.00009375025,0.00017467095,0.0003462985,0.00022954779,0.000058972015,0.0002971242,0.00004149775,0.004641937],"category_scores_gemma":[0.00042730852,0.00007760038,0.000025212705,0.00097171764,0.00017172376,0.00010414826,0.00013580392,0.00030974357,0.00035998778],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033209982,0.0005903308,0.0012290948,0.00034007223,0.0000440568,0.00010206776,0.021675553,0.000067587614,0.004672739,0.0006747455,0.10232202,0.8679496],"study_design_scores_gemma":[0.0021495284,0.0005554858,0.2474207,0.0002985528,0.000031209824,0.00021454197,0.0010313237,0.00021224537,0.00007520939,0.00014669902,0.7477419,0.00012262056],"about_ca_topic_score_codex":0.00011627505,"about_ca_topic_score_gemma":0.000006119092,"teacher_disagreement_score":0.867827,"about_ca_system_score_codex":0.00008121657,"about_ca_system_score_gemma":0.0000047715985,"threshold_uncertainty_score":0.996268},"labels":[],"label_agreement":null},{"id":"W7104421231","doi":"10.5281/zenodo.17553118","title":"Geriatric medicine in Hong Kong fifteen years ago (in the eyes of a visitor)..... and current reflections","year":2000,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Geriatrics; MEDLINE; Current (fluid); Alternative medicine","score_opus":0.03839140497129813,"score_gpt":0.3094122442787491,"score_spread":0.27102083930745097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104421231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93087274,0.00096957805,0.00006385246,0.0040702573,0.00009308772,0.0007948874,0.00003790049,0.00016546746,0.06293226],"genre_scores_gemma":[0.9978906,0.00085851137,0.00007580549,0.00008667981,0.00017198302,8.422785e-8,0.00014938059,0.00026863706,0.0004983195],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986723,0.00025321633,0.0002856043,0.00024244987,0.0003283137,0.00021813529],"domain_scores_gemma":[0.99939895,0.00005031211,0.000054090917,0.00030230414,0.00011687606,0.00007748701],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00059181685,0.00009375025,0.00017467095,0.0003462985,0.00022954779,0.000058972015,0.0002971242,0.00004149775,0.004641937],"category_scores_gemma":[0.00042730852,0.00007760038,0.000025212705,0.00097171764,0.00017172376,0.00010414826,0.00013580392,0.00030974357,0.00035998778],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033209982,0.0005903308,0.0012290948,0.00034007223,0.0000440568,0.00010206776,0.021675553,0.000067587614,0.004672739,0.0006747455,0.10232202,0.8679496],"study_design_scores_gemma":[0.0021495284,0.0005554858,0.2474207,0.0002985528,0.000031209824,0.00021454197,0.0010313237,0.00021224537,0.00007520939,0.00014669902,0.7477419,0.00012262056],"about_ca_topic_score_codex":0.00011627505,"about_ca_topic_score_gemma":0.000006119092,"teacher_disagreement_score":0.867827,"about_ca_system_score_codex":0.00008121657,"about_ca_system_score_gemma":0.0000047715985,"threshold_uncertainty_score":0.996268},"labels":[],"label_agreement":null},{"id":"W7104462681","doi":"10.4103/jiag.jiag_20_25","title":"Why Frail Older Adults Fall: Uncovering the Hidden Risk Factors","year":2025,"lang":"en","type":"article","venue":"Journal of The Indian Academy of Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Injury prevention; Suicide prevention; Poison control; Gait; Human factors and ergonomics; Occupational safety and health; Geriatrics; Quarter (Canadian coin)","score_opus":0.01104725604377017,"score_gpt":0.2650274605250411,"score_spread":0.25398020448127095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7104462681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9638877,0.0017052443,0.000101141195,0.032273788,0.0012007869,0.00041533343,0.000030364776,0.000015441483,0.0003702236],"genre_scores_gemma":[0.9939974,0.000970958,0.00051167986,0.003131218,0.0005712515,0.000002009785,7.752413e-7,0.000029663017,0.0007850358],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99742657,0.00017921186,0.0010116762,0.00018037925,0.0008625729,0.0003396008],"domain_scores_gemma":[0.9973341,0.000617903,0.0013920184,0.00032865172,0.00017212624,0.0001551876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008354415,0.00024672132,0.0005488722,0.00037312804,0.00018723222,0.00003722784,0.0009929094,0.00033740865,0.000056606565],"category_scores_gemma":[0.0015877727,0.0001318244,0.000534154,0.00096597837,0.00015835202,0.00019003464,0.00021532299,0.0019082087,0.0000056801737],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008942133,0.00039002387,0.66493356,0.00081294257,0.0014631317,0.000046797824,0.011842671,0.0004349538,0.00071018585,0.0001650114,0.29022568,0.028080827],"study_design_scores_gemma":[0.004112969,0.00020875216,0.91717434,0.001646736,0.0008871303,0.00020730734,0.002282811,0.000042101583,0.006647456,0.0013415546,0.06520925,0.0002395638],"about_ca_topic_score_codex":0.00017164277,"about_ca_topic_score_gemma":0.000015768157,"teacher_disagreement_score":0.25224084,"about_ca_system_score_codex":0.00021675829,"about_ca_system_score_gemma":0.0002899229,"threshold_uncertainty_score":0.82903236},"labels":[],"label_agreement":null},{"id":"W7105140423","doi":"10.71781/26611","title":"Association entre la fragilité et la tolérabilité, ainsi que l'efficacité, des médicaments anticrise chez les personnes âgées atteintes d'épilepsie","year":2022,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Population; Psychomotor disorder; Validation test; Drug compliance","score_opus":0.006454149900887542,"score_gpt":0.2110881220628073,"score_spread":0.20463397216191975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105140423","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9260285,0.020566987,0.00011004907,0.0018617285,0.0018347156,0.0010669186,0.00041878887,0.00029899197,0.047813307],"genre_scores_gemma":[0.82990634,0.0031454042,0.0007328647,0.00022363581,0.0004413217,0.00011182481,0.0021447137,0.000115192444,0.16317868],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9929138,0.0017830087,0.0009437778,0.0013621672,0.0019385801,0.0010586721],"domain_scores_gemma":[0.99504066,0.0019147827,0.0009739798,0.0006942693,0.0007288396,0.0006474514],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011799008,0.001028718,0.0010897623,0.00059137587,0.0074267336,0.00018213637,0.00067972246,0.0012027946,0.0014333229],"category_scores_gemma":[0.0015423778,0.0012265507,0.0008381701,0.000675613,0.0009040112,0.00065022695,0.00036952423,0.00192894,0.00014160812],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019989193,0.0023681046,0.6936721,0.0017533656,0.0029084184,0.0052026715,0.23597479,0.0032581973,0.019794714,0.00887345,0.004294914,0.019900342],"study_design_scores_gemma":[0.0054305,0.0005785258,0.52541673,0.0026660457,0.0028294486,0.0017481702,0.2611957,0.0017652247,0.009069668,0.00029206145,0.18743518,0.0015727232],"about_ca_topic_score_codex":0.049148615,"about_ca_topic_score_gemma":0.012744426,"teacher_disagreement_score":0.18314028,"about_ca_system_score_codex":0.017812636,"about_ca_system_score_gemma":0.0028394146,"threshold_uncertainty_score":0.9994795},"labels":[],"label_agreement":null},{"id":"W7105649891","doi":"10.6084/m9.figshare.30606825","title":"Additional file 2 of Development and testing of an electronic frailty index using Canadian electronic medical record data in primary care","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Primary care; Electronic medical record; Medical record; Index (typography); Electronic health record; Data collection","score_opus":0.04278971968018409,"score_gpt":0.28768696937505844,"score_spread":0.24489724969487436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105649891","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006079316,0.0021642216,8.490281e-7,0.00007607043,0.000037578284,0.00061881595,0.9883974,0.000017965438,0.0026077416],"genre_scores_gemma":[0.09460324,0.000010281379,0.0016198936,0.0002964119,0.00011069582,0.00017166161,0.9029701,0.000038304228,0.000179422],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961224,0.00012734286,0.0010121051,0.0008194615,0.0007639038,0.0011547387],"domain_scores_gemma":[0.99570405,0.0020993638,0.00035443023,0.0008741439,0.0004859142,0.0004820695],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018284895,0.00036214455,0.00068350177,0.00063282746,0.00013439778,0.000021711585,0.00081714336,0.0004913339,0.9188558],"category_scores_gemma":[0.017896652,0.00042618907,0.000040741907,0.0011106123,0.000066903835,0.00029139096,0.0005978985,0.0011903873,0.000038225022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059476195,0.0001261294,0.001125574,0.003675025,0.00014516007,0.00008317489,0.00038610992,0.0000083689765,0.000011144155,0.0000021432118,0.76765424,0.22672343],"study_design_scores_gemma":[0.0017467603,0.0003544852,0.1022131,0.09239901,0.00006112066,0.000075225216,0.0005255721,0.014458245,0.00018171167,0.000028242908,0.7874763,0.00048023553],"about_ca_topic_score_codex":0.012972906,"about_ca_topic_score_gemma":0.38082096,"teacher_disagreement_score":0.9188176,"about_ca_system_score_codex":0.0026280887,"about_ca_system_score_gemma":0.06839127,"threshold_uncertainty_score":0.999819},"labels":[],"label_agreement":null},{"id":"W7105656966","doi":"10.6084/m9.figshare.30606831","title":"Additional file 4 of Development and testing of an electronic frailty index using Canadian electronic medical record data in primary care","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Primary care; Electronic medical record; Medical record; Index (typography); Electronic health record; Data collection","score_opus":0.043893768274012444,"score_gpt":0.28830522737268416,"score_spread":0.2444114590986717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105656966","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0061403266,0.0021493917,8.7946574e-7,0.00007598005,0.000037384212,0.0006206769,0.98840004,0.00001797642,0.0025573566],"genre_scores_gemma":[0.09896687,0.000010118587,0.0016327207,0.00029534622,0.0001087596,0.00017107776,0.8986017,0.000038198796,0.00017519976],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99612105,0.00012724205,0.0010124833,0.00081980857,0.0007642124,0.0011552213],"domain_scores_gemma":[0.99569213,0.0021148862,0.00035401364,0.00087493175,0.00048194476,0.00048209133],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018395382,0.00036223675,0.0006835703,0.00063334306,0.00013444545,0.000021721473,0.00081770524,0.0004913308,0.91705084],"category_scores_gemma":[0.017853778,0.0004263044,0.00004075064,0.0011109267,0.000066922315,0.0002914629,0.0005977728,0.0011903783,0.00003825837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000617954,0.00012815293,0.0011863385,0.0037329758,0.00014730866,0.00008348923,0.0003922534,0.000008337607,0.00001158092,0.000002204892,0.7666769,0.22756869],"study_design_scores_gemma":[0.0017898033,0.00036793048,0.10593663,0.09556213,0.00006256563,0.00007673876,0.0005415852,0.014948117,0.00018693505,0.000029004346,0.78000677,0.00049175904],"about_ca_topic_score_codex":0.012871959,"about_ca_topic_score_gemma":0.3820579,"teacher_disagreement_score":0.9170126,"about_ca_system_score_codex":0.0026275755,"about_ca_system_score_gemma":0.06847177,"threshold_uncertainty_score":0.99981886},"labels":[],"label_agreement":null},{"id":"W7105664845","doi":"10.6084/m9.figshare.30606828","title":"Additional file 3 of Development and testing of an electronic frailty index using Canadian electronic medical record data in primary care","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Primary care; Electronic medical record; Medical record; Index (typography); Electronic health record; Data collection","score_opus":0.04354234043707819,"score_gpt":0.2878555093065798,"score_spread":0.24431316886950163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105664845","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0061685657,0.0021406936,8.734724e-7,0.0000761065,0.000037727146,0.0006199676,0.9883745,0.000017946682,0.0025636752],"genre_scores_gemma":[0.09687548,0.000010139877,0.001634316,0.0002956316,0.000110141336,0.00017142412,0.90068245,0.000038289065,0.00018214303],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961216,0.00012725951,0.0010121055,0.00081972324,0.000764263,0.001155085],"domain_scores_gemma":[0.9956865,0.0021110978,0.0003540272,0.0008746369,0.0004915829,0.00048216863],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018379958,0.0003622104,0.0006834017,0.00063303544,0.00013437556,0.000021709398,0.0008170774,0.0004912874,0.91838306],"category_scores_gemma":[0.018113649,0.0004262198,0.00004074734,0.0011110749,0.00006690975,0.0002914184,0.0005975348,0.0011904169,0.00003909212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006087327,0.00012754608,0.0011785935,0.0037478704,0.00014668565,0.000082836545,0.00039019014,0.000008425278,0.0000117198015,0.00000211501,0.76744723,0.2267959],"study_design_scores_gemma":[0.0017674866,0.00035550573,0.10369783,0.09375947,0.000061049774,0.000074658325,0.0005309346,0.014648047,0.00018787432,0.000028224707,0.7844054,0.00048350953],"about_ca_topic_score_codex":0.012990934,"about_ca_topic_score_gemma":0.38104814,"teacher_disagreement_score":0.91834396,"about_ca_system_score_codex":0.0026381568,"about_ca_system_score_gemma":0.06872252,"threshold_uncertainty_score":0.999819},"labels":[],"label_agreement":null},{"id":"W7105669388","doi":"10.6084/m9.figshare.30606822","title":"Additional file 1 of Development and testing of an electronic frailty index using Canadian electronic medical record data in primary care","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Primary care; Electronic medical record; Medical record; Index (typography); Electronic health record; Data collection","score_opus":0.04436587070670883,"score_gpt":0.28829635545721466,"score_spread":0.24393048475050583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105669388","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0061195455,0.002128361,8.6798894e-7,0.0000764518,0.000037339887,0.0006197354,0.98845273,0.00001796354,0.0025469814],"genre_scores_gemma":[0.095938146,0.000009996401,0.0016554969,0.00029604425,0.000108897206,0.00017492381,0.9015996,0.00003831428,0.00017860044],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961216,0.00012738719,0.0010116342,0.0008200945,0.00076409936,0.0011551755],"domain_scores_gemma":[0.9956697,0.0021308602,0.00035399164,0.00087606214,0.00048713398,0.00048224223],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018388646,0.00036226358,0.00068332895,0.00063325575,0.0001343876,0.00002166298,0.0008176134,0.000491331,0.9203099],"category_scores_gemma":[0.018118633,0.00042633308,0.000040750056,0.0011115046,0.00006690479,0.00029118476,0.0005979854,0.0011906704,0.000038651207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005980172,0.00012614857,0.0011634516,0.0036403204,0.0001451318,0.00008087066,0.00038570206,0.000008326058,0.000011555459,0.0000021045207,0.77304196,0.2213346],"study_design_scores_gemma":[0.0017551819,0.00035865084,0.10507863,0.09464646,0.000062082,0.0000759482,0.0005375093,0.014731759,0.0001850686,0.000028346427,0.78205335,0.0004870196],"about_ca_topic_score_codex":0.012840852,"about_ca_topic_score_gemma":0.37938362,"teacher_disagreement_score":0.9202713,"about_ca_system_score_codex":0.0026273127,"about_ca_system_score_gemma":0.06868562,"threshold_uncertainty_score":0.99981886},"labels":[],"label_agreement":null},{"id":"W7105675470","doi":"10.6084/m9.figshare.30606831.v1","title":"Additional file 4 of Development and testing of an electronic frailty index using Canadian electronic medical record data in primary care","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Primary care; Electronic medical record; Medical record; Index (typography); Electronic health record; Data collection","score_opus":0.043893768274012444,"score_gpt":0.28830522737268416,"score_spread":0.2444114590986717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105675470","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0061403266,0.0021493917,8.7946574e-7,0.00007598005,0.000037384212,0.0006206769,0.98840004,0.00001797642,0.0025573566],"genre_scores_gemma":[0.09896687,0.000010118587,0.0016327207,0.00029534622,0.0001087596,0.00017107776,0.8986017,0.000038198796,0.00017519976],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99612105,0.00012724205,0.0010124833,0.00081980857,0.0007642124,0.0011552213],"domain_scores_gemma":[0.99569213,0.0021148862,0.00035401364,0.00087493175,0.00048194476,0.00048209133],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018395382,0.00036223675,0.0006835703,0.00063334306,0.00013444545,0.000021721473,0.00081770524,0.0004913308,0.91705084],"category_scores_gemma":[0.017853778,0.0004263044,0.00004075064,0.0011109267,0.000066922315,0.0002914629,0.0005977728,0.0011903783,0.00003825837],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000617954,0.00012815293,0.0011863385,0.0037329758,0.00014730866,0.00008348923,0.0003922534,0.000008337607,0.00001158092,0.000002204892,0.7666769,0.22756869],"study_design_scores_gemma":[0.0017898033,0.00036793048,0.10593663,0.09556213,0.00006256563,0.00007673876,0.0005415852,0.014948117,0.00018693505,0.000029004346,0.78000677,0.00049175904],"about_ca_topic_score_codex":0.012871959,"about_ca_topic_score_gemma":0.3820579,"teacher_disagreement_score":0.9170126,"about_ca_system_score_codex":0.0026275755,"about_ca_system_score_gemma":0.06847177,"threshold_uncertainty_score":0.99981886},"labels":[],"label_agreement":null},{"id":"W7105688708","doi":"10.6084/m9.figshare.30606825.v1","title":"Additional file 2 of Development and testing of an electronic frailty index using Canadian electronic medical record data in primary care","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Primary care; Electronic medical record; Medical record; Index (typography); Electronic health record; Data collection","score_opus":0.04278971968018409,"score_gpt":0.28768696937505844,"score_spread":0.24489724969487436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105688708","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006079316,0.0021642216,8.490281e-7,0.00007607043,0.000037578284,0.00061881595,0.9883974,0.000017965438,0.0026077416],"genre_scores_gemma":[0.09460324,0.000010281379,0.0016198936,0.0002964119,0.00011069582,0.00017166161,0.9029701,0.000038304228,0.000179422],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961224,0.00012734286,0.0010121051,0.0008194615,0.0007639038,0.0011547387],"domain_scores_gemma":[0.99570405,0.0020993638,0.00035443023,0.0008741439,0.0004859142,0.0004820695],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018284895,0.00036214455,0.00068350177,0.00063282746,0.00013439778,0.000021711585,0.00081714336,0.0004913339,0.9188558],"category_scores_gemma":[0.017896652,0.00042618907,0.000040741907,0.0011106123,0.000066903835,0.00029139096,0.0005978985,0.0011903873,0.000038225022],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059476195,0.0001261294,0.001125574,0.003675025,0.00014516007,0.00008317489,0.00038610992,0.0000083689765,0.000011144155,0.0000021432118,0.76765424,0.22672343],"study_design_scores_gemma":[0.0017467603,0.0003544852,0.1022131,0.09239901,0.00006112066,0.000075225216,0.0005255721,0.014458245,0.00018171167,0.000028242908,0.7874763,0.00048023553],"about_ca_topic_score_codex":0.012972906,"about_ca_topic_score_gemma":0.38082096,"teacher_disagreement_score":0.9188176,"about_ca_system_score_codex":0.0026280887,"about_ca_system_score_gemma":0.06839127,"threshold_uncertainty_score":0.999819},"labels":[],"label_agreement":null},{"id":"W7105692140","doi":"10.6084/m9.figshare.30606822.v1","title":"Additional file 1 of Development and testing of an electronic frailty index using Canadian electronic medical record data in primary care","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Primary care; Electronic medical record; Medical record; Index (typography); Electronic health record; Data collection","score_opus":0.04436587070670883,"score_gpt":0.28829635545721466,"score_spread":0.24393048475050583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105692140","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0061195455,0.002128361,8.6798894e-7,0.0000764518,0.000037339887,0.0006197354,0.98845273,0.00001796354,0.0025469814],"genre_scores_gemma":[0.095938146,0.000009996401,0.0016554969,0.00029604425,0.000108897206,0.00017492381,0.9015996,0.00003831428,0.00017860044],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961216,0.00012738719,0.0010116342,0.0008200945,0.00076409936,0.0011551755],"domain_scores_gemma":[0.9956697,0.0021308602,0.00035399164,0.00087606214,0.00048713398,0.00048224223],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018388646,0.00036226358,0.00068332895,0.00063325575,0.0001343876,0.00002166298,0.0008176134,0.000491331,0.9203099],"category_scores_gemma":[0.018118633,0.00042633308,0.000040750056,0.0011115046,0.00006690479,0.00029118476,0.0005979854,0.0011906704,0.000038651207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005980172,0.00012614857,0.0011634516,0.0036403204,0.0001451318,0.00008087066,0.00038570206,0.000008326058,0.000011555459,0.0000021045207,0.77304196,0.2213346],"study_design_scores_gemma":[0.0017551819,0.00035865084,0.10507863,0.09464646,0.000062082,0.0000759482,0.0005375093,0.014731759,0.0001850686,0.000028346427,0.78205335,0.0004870196],"about_ca_topic_score_codex":0.012840852,"about_ca_topic_score_gemma":0.37938362,"teacher_disagreement_score":0.9202713,"about_ca_system_score_codex":0.0026273127,"about_ca_system_score_gemma":0.06868562,"threshold_uncertainty_score":0.99981886},"labels":[],"label_agreement":null},{"id":"W7105726201","doi":"10.6084/m9.figshare.30606828.v1","title":"Additional file 3 of Development and testing of an electronic frailty index using Canadian electronic medical record data in primary care","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Primary care; Electronic medical record; Medical record; Index (typography); Electronic health record; Data collection","score_opus":0.04354234043707819,"score_gpt":0.2878555093065798,"score_spread":0.24431316886950163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7105726201","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0061685657,0.0021406936,8.734724e-7,0.0000761065,0.000037727146,0.0006199676,0.9883745,0.000017946682,0.0025636752],"genre_scores_gemma":[0.09687548,0.000010139877,0.001634316,0.0002956316,0.000110141336,0.00017142412,0.90068245,0.000038289065,0.00018214303],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961216,0.00012725951,0.0010121055,0.00081972324,0.000764263,0.001155085],"domain_scores_gemma":[0.9956865,0.0021110978,0.0003540272,0.0008746369,0.0004915829,0.00048216863],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018379958,0.0003622104,0.0006834017,0.00063303544,0.00013437556,0.000021709398,0.0008170774,0.0004912874,0.91838306],"category_scores_gemma":[0.018113649,0.0004262198,0.00004074734,0.0011110749,0.00006690975,0.0002914184,0.0005975348,0.0011904169,0.00003909212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006087327,0.00012754608,0.0011785935,0.0037478704,0.00014668565,0.000082836545,0.00039019014,0.000008425278,0.0000117198015,0.00000211501,0.76744723,0.2267959],"study_design_scores_gemma":[0.0017674866,0.00035550573,0.10369783,0.09375947,0.000061049774,0.000074658325,0.0005309346,0.014648047,0.00018787432,0.000028224707,0.7844054,0.00048350953],"about_ca_topic_score_codex":0.012990934,"about_ca_topic_score_gemma":0.38104814,"teacher_disagreement_score":0.91834396,"about_ca_system_score_codex":0.0026381568,"about_ca_system_score_gemma":0.06872252,"threshold_uncertainty_score":0.999819},"labels":[],"label_agreement":null},{"id":"W7111997824","doi":"","title":"Artificial intelligence-based prediction of cognitive frailty: a clinical data approach","year":2025,"lang":"en","type":"article","venue":"Universiti Putra Malaysia Institutional Repository (Universiti Putra Malaysia)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Montreal Cognitive Assessment; Predictive power; Robustness (evolution); Cohort; Support vector machine; Scale (ratio); Predictive modelling","score_opus":0.08741357076678495,"score_gpt":0.3136233664038412,"score_spread":0.22620979563705623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7111997824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7173453,0.00019392221,0.17722777,0.0019318252,0.0013831613,0.0014178638,0.0012452971,0.00035867386,0.09889618],"genre_scores_gemma":[0.98648417,0.000050708837,0.0072704516,0.00048712798,0.0004591084,0.000008761254,0.0027070926,0.00003540693,0.002497196],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99535054,0.00030996848,0.0010948502,0.001558814,0.0010394176,0.0006464062],"domain_scores_gemma":[0.9960309,0.00063187093,0.00047786455,0.0014132926,0.0009929194,0.00045313212],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006327956,0.0005599242,0.0009455087,0.0012978299,0.00062530214,0.000075746495,0.0011288099,0.00066914264,0.00022462383],"category_scores_gemma":[0.0003146272,0.00067569694,0.0005529717,0.0017604005,0.0022004307,0.0013481642,0.0005635398,0.001038345,0.000048963495],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.021419203,0.022424163,0.07102211,0.0034156223,0.01089912,0.013893307,0.0019528378,0.3272508,0.013199429,0.39313185,0.025396436,0.095995136],"study_design_scores_gemma":[0.00547561,0.0016223207,0.022975672,0.0024867347,0.0042899926,0.000892414,0.008998504,0.9358517,0.007047275,0.000854528,0.00838328,0.0011219874],"about_ca_topic_score_codex":0.00013986936,"about_ca_topic_score_gemma":0.0000021643932,"teacher_disagreement_score":0.6086009,"about_ca_system_score_codex":0.00091570546,"about_ca_system_score_gemma":0.0039235502,"threshold_uncertainty_score":0.9995694},"labels":[],"label_agreement":null},{"id":"W7114769389","doi":"10.14309/01.ajg.0001140048.00605.5a","title":"S3147 Frailty Scoring in Diabetic vs Non-Diabetic Gastroparesis Patients","year":2025,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Gastroparesis; Diabetes mellitus; Quality of life (healthcare); Body mass index; Frailty Index; Subgroup analysis","score_opus":0.00812673496718666,"score_gpt":0.26169444805912184,"score_spread":0.25356771309193515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7114769389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99063957,0.000047871916,0.0007651447,0.0077535086,0.0004063645,0.00022048342,0.0000042111715,0.00001031175,0.00015254463],"genre_scores_gemma":[0.99447817,0.000047491965,0.0010875427,0.0041452474,0.000114877424,0.0000100621755,0.0000022457132,0.000021940821,0.00009240235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99777466,0.00032411737,0.00077942957,0.00020878078,0.0003020554,0.00061095686],"domain_scores_gemma":[0.9984073,0.00019616463,0.0006106561,0.00041043272,0.00021723956,0.00015819368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004580529,0.00021787135,0.00096761505,0.00048455602,0.000051358827,0.000015022908,0.00044151908,0.000032996675,0.000029587398],"category_scores_gemma":[0.00030419286,0.00015567328,0.00018625987,0.00041590218,0.00057026383,0.000077179255,0.00013718895,0.00067830866,0.000013012077],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0063277553,0.0003068137,0.984709,0.000031434214,0.00016710321,0.00006233959,0.00023019784,0.00013995677,0.00072082784,0.0000034065008,0.00091635436,0.006384799],"study_design_scores_gemma":[0.004208596,0.01146056,0.98261386,0.00048927875,0.00016444216,0.00012291891,0.00026368452,0.00014899024,0.0002682031,0.000068678935,0.0001310551,0.000059750004],"about_ca_topic_score_codex":0.00005489579,"about_ca_topic_score_gemma":0.000042291224,"teacher_disagreement_score":0.011153746,"about_ca_system_score_codex":0.00020199336,"about_ca_system_score_gemma":0.000101385034,"threshold_uncertainty_score":0.6348172},"labels":[],"label_agreement":null},{"id":"W7115028618","doi":"","title":"The Role of Anticholinergic and Sedative Burden in Frailty and Cognitive Outcomes in Middle-aged and Older Adults with HIV","year":2025,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; McGill University","keywords":"Cognition; Anticholinergic; Sedative; Human immunodeficiency virus (HIV); Depression (economics); Cognitive impairment","score_opus":0.011554981964757047,"score_gpt":0.2520391498127092,"score_spread":0.24048416784795215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115028618","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9850527,0.0028685683,4.983796e-8,0.00009698818,0.00010375191,0.0019003486,0.0007509865,0.00004125254,0.009185378],"genre_scores_gemma":[0.99299806,0.0011247814,0.00016618244,0.000113999,0.000014076141,0.00017138197,0.0005174429,0.00008423699,0.004809834],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99672306,0.0003178311,0.00087291125,0.0010039131,0.000557867,0.0005243926],"domain_scores_gemma":[0.99719507,0.0013646611,0.000433804,0.00040945096,0.00038294488,0.00021406586],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00057187927,0.0006915585,0.0012227108,0.0005764397,0.00030434143,0.00005119344,0.00019254291,0.0005632558,0.000015704023],"category_scores_gemma":[0.0016627975,0.0005196587,0.00008260671,0.0005716134,0.00024661818,0.00033599543,0.00013695979,0.0016139288,0.000002686809],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016782029,0.0013926071,0.28330562,0.0077677323,0.0023718723,0.0007308115,0.0048645693,0.000012089915,0.008844825,0.0072039794,0.000004653839,0.6667192],"study_design_scores_gemma":[0.019763388,0.0006596871,0.91409993,0.019751636,0.0008016596,0.00007255448,0.025394175,0.00015025999,0.015303517,0.0024136854,0.00057049847,0.0010190337],"about_ca_topic_score_codex":0.001199655,"about_ca_topic_score_gemma":0.015150341,"teacher_disagreement_score":0.6657002,"about_ca_system_score_codex":0.0001364872,"about_ca_system_score_gemma":0.000089481255,"threshold_uncertainty_score":0.9997255},"labels":[],"label_agreement":null},{"id":"W7115579183","doi":"10.2196/80602","title":"Development and Validation of Machine Learning Models for Predicting Falls Among Hospitalized Older Adults: Retrospective Cross-Sectional Study","year":2025,"lang":"en","type":"article","venue":"JMIR Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gradient boosting; Boosting (machine learning); Predictive modelling; Support vector machine; Retrospective cohort study; Poison control","score_opus":0.016512390377065693,"score_gpt":0.30823838912667106,"score_spread":0.29172599874960536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115579183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98867494,0.00008411353,0.008084918,0.000044191245,0.00014249465,0.0022635038,0.000009987922,0.0001178387,0.00057801587],"genre_scores_gemma":[0.99475396,0.0000033875667,0.0036683828,0.000022960696,0.000052900872,0.00037414778,0.000069309746,0.000024788415,0.0010301544],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984963,0.000034351386,0.0005132235,0.00042062867,0.00032060512,0.00021486949],"domain_scores_gemma":[0.9991557,0.00011100233,0.00019364405,0.00014758189,0.00033722585,0.00005484565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004648703,0.00016965448,0.00031025262,0.00020911159,0.00021392432,0.00005075771,0.00006596946,0.00007720351,0.00001328171],"category_scores_gemma":[0.00025347163,0.00016620652,0.000058922797,0.00021866152,0.000056301214,0.00024442357,0.00008921976,0.00023913308,4.6135736e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019209646,0.00021830777,0.9873512,0.0003516077,0.000176213,0.0000025175557,0.0095365755,0.0005309572,0.00018566186,0.000044555472,0.000013655529,0.0013966486],"study_design_scores_gemma":[0.0058710948,0.00018338345,0.9573079,0.000732535,0.000047718124,0.0000033950446,0.001419771,0.03196617,0.0022465894,0.00007770662,0.000018005267,0.00012576135],"about_ca_topic_score_codex":0.0001085115,"about_ca_topic_score_gemma":0.00001749494,"teacher_disagreement_score":0.03143521,"about_ca_system_score_codex":0.00020045113,"about_ca_system_score_gemma":0.00007104054,"threshold_uncertainty_score":0.67777056},"labels":[],"label_agreement":null},{"id":"W7115608451","doi":"","title":"Global Poorer Olfaction, Frailty and Postoperative Adverse Outcomes: Exploring Their Interplay in a Prospective Cohort of Older Adults Undergoing Elective Surgery","year":2025,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Prospective cohort study; Cohort; Perioperative; Elective surgery; Modalities; Orthopedic surgery; Cohort study; Adverse effect","score_opus":0.13280526975612286,"score_gpt":0.49086652483430904,"score_spread":0.3580612550781862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115608451","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99032736,0.003069572,0.0003258942,0.00049098395,0.000614334,0.0018296263,0.000070967246,0.000043198484,0.003228043],"genre_scores_gemma":[0.995962,0.0029586258,0.0001267105,0.00043202154,0.000040777748,0.00020726881,0.000015252391,0.000039501963,0.00021783452],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966242,0.00029548878,0.0012981707,0.0007382869,0.0005766818,0.0004672162],"domain_scores_gemma":[0.9965218,0.0012553812,0.00068542897,0.00046640242,0.0008538022,0.00021719407],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009687062,0.0004909499,0.0016380415,0.0011958281,0.00015330984,0.00017824024,0.0006112839,0.00016881943,0.0008167006],"category_scores_gemma":[0.0019636892,0.00040948595,0.0002709348,0.001828982,0.0002519051,0.0022916675,0.0006171456,0.00059155957,0.000002819133],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015300195,0.0004970062,0.9842779,0.00028476852,0.00096931163,0.00006135364,0.0025112417,0.000044023363,0.0015702676,0.00006766226,0.0020430337,0.0061434177],"study_design_scores_gemma":[0.0025184741,0.000036281952,0.9760597,0.005692425,0.00014455493,0.00003883922,0.0028554364,0.000052690997,0.011161024,0.0010525449,0.000060091053,0.00032796056],"about_ca_topic_score_codex":0.0037216966,"about_ca_topic_score_gemma":0.0018800499,"teacher_disagreement_score":0.009590756,"about_ca_system_score_codex":0.00082537415,"about_ca_system_score_gemma":0.00064543297,"threshold_uncertainty_score":0.99983567},"labels":[],"label_agreement":null},{"id":"W7115807025","doi":"","title":"Global Patterns of Frailty and Multi-Morbidity","year":2017,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Epidemiology; Frailty Index; Vulnerability (computing); Risk of mortality; Risk assessment; Frailty syndrome; Relative risk","score_opus":0.03160246115465745,"score_gpt":0.2766735915568016,"score_spread":0.24507113040214415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7115807025","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3400724,0.00026306495,0.00026946072,0.00011234954,0.00068183773,0.00061604625,0.00051525247,0.000082999555,0.6573866],"genre_scores_gemma":[0.19474441,0.000117389056,0.00072353985,0.000031378266,0.0000743067,6.3796966e-7,0.0004235907,0.00003021146,0.8038545],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99866277,0.000044574263,0.00022034495,0.00050075835,0.00030125785,0.00027032115],"domain_scores_gemma":[0.99863833,0.000025816476,0.00037123662,0.00056646764,0.0001898115,0.00020834799],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004876724,0.0003438248,0.0006090893,0.00010331375,0.000116346906,0.000030296094,0.0003293896,0.0004590726,0.022750938],"category_scores_gemma":[0.00005934044,0.00037386635,0.00017437183,0.000116284886,0.000094954135,0.00016345979,0.00009540942,0.00029727822,0.000024931429],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083819596,0.00028097,0.28706956,0.0022122483,0.00046600014,0.0006303815,0.0010007164,0.000002211233,0.00032554573,0.00017856937,0.0010479115,0.7059477],"study_design_scores_gemma":[0.005283024,0.00028092245,0.796605,0.0016622382,0.00079439156,0.000040784853,0.0028293424,0.000087646484,0.0008423603,0.00002433443,0.19105065,0.00049931806],"about_ca_topic_score_codex":0.0022017031,"about_ca_topic_score_gemma":0.013214105,"teacher_disagreement_score":0.7054484,"about_ca_system_score_codex":0.000219257,"about_ca_system_score_gemma":0.00024464485,"threshold_uncertainty_score":0.9998713},"labels":[],"label_agreement":null},{"id":"W7116104508","doi":"10.2196/preprints.88921","title":"Co-Building Hospital at Home: Qualitative Descriptive Thematic Analysis of a pan-Canadian Community Participatory Workshop Series (Preprint)","year":2025,"lang":"","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Qualitative research; Public hospital; Citizen journalism; Descriptive statistics; Participant observation; Participatory action research; Work (physics); Health care","score_opus":0.07576019245482282,"score_gpt":0.3818714769932649,"score_spread":0.30611128453844205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116104508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9742337,0.001615178,0.0027277186,0.0037379307,0.00053847185,0.001981091,0.00034058583,0.00009897334,0.014726348],"genre_scores_gemma":[0.98436135,0.0002202533,0.0017613767,0.00046722687,0.00003110903,0.00022938778,0.000109627465,0.000053814285,0.01276586],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99144524,0.0034675377,0.002127034,0.0008166829,0.00079836656,0.0013451477],"domain_scores_gemma":[0.9896126,0.005229275,0.000701786,0.0025876572,0.0010018852,0.0008667924],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004056965,0.00080358156,0.0026521056,0.0022920338,0.0009465531,0.00010508367,0.0009253157,0.00048899674,0.004252643],"category_scores_gemma":[0.0060117347,0.000784624,0.00093293545,0.0050421096,0.0021454336,0.0005018755,0.0005182407,0.0015048238,0.00013770994],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00061988365,0.0017194891,0.097284615,0.0019466735,0.03432639,0.00006205288,0.8383547,0.0003710545,0.0014848821,0.014346088,0.0058031515,0.0036810327],"study_design_scores_gemma":[0.0021810406,0.0007442832,0.11679225,0.0035401515,0.013075358,0.0000037418574,0.84301525,0.0032095003,0.013549834,0.0028552972,0.00020608044,0.0008272264],"about_ca_topic_score_codex":0.13378122,"about_ca_topic_score_gemma":0.4807285,"teacher_disagreement_score":0.34694728,"about_ca_system_score_codex":0.0028400433,"about_ca_system_score_gemma":0.0013923502,"threshold_uncertainty_score":0.99946046},"labels":[],"label_agreement":null},{"id":"W7116833356","doi":"10.1002/alz70860_102291","title":"The INTErGenerational intervention to Reduce fraIlTY (INTEGRITY) trial","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Intervention (counseling); MEDLINE; Randomized controlled trial; Physical activity; Data collection; Psychological intervention","score_opus":0.05412029756141148,"score_gpt":0.35284205526954565,"score_spread":0.2987217577081342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116833356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56681925,0.11108687,0.032464165,0.16758451,0.033117555,0.009950457,0.000061834246,0.0007245378,0.07819082],"genre_scores_gemma":[0.9927153,0.000030790783,0.0020553188,0.0015018922,0.00047661463,0.00022603197,0.0000617721,0.000016361648,0.0029159058],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854434,0.0000950806,0.0004895105,0.00031891587,0.00029113216,0.00026100746],"domain_scores_gemma":[0.9990761,0.00010145757,0.00007021959,0.00045496481,0.00019473436,0.000102506245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041275786,0.00016072071,0.00018152077,0.00012602782,0.00022616856,0.00009187089,0.00024331221,0.00008529596,0.00043674163],"category_scores_gemma":[0.00031420274,0.000120051336,0.0001960945,0.00031029116,0.00006469991,0.00008970266,0.00015016884,0.00028259977,0.00023273997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011756004,0.00060263876,0.0006886657,0.000013168347,0.01675985,0.00001122013,0.00029148714,0.000008561262,0.0062543224,0.013261054,0.4967455,0.45360753],"study_design_scores_gemma":[0.035165664,0.0010908096,0.010759739,0.0003197028,0.0118752895,0.000015471873,0.00023053418,0.0004075911,0.11508735,0.0015087962,0.82320243,0.0003366363],"about_ca_topic_score_codex":0.0001472014,"about_ca_topic_score_gemma":0.00037295805,"teacher_disagreement_score":0.45327088,"about_ca_system_score_codex":0.000021837699,"about_ca_system_score_gemma":0.00012407216,"threshold_uncertainty_score":0.48955512},"labels":[],"label_agreement":null},{"id":"W7116910528","doi":"10.7282/t3-tt07-m709","title":"Frailty in the pre-surgical heart failure population: A comparison of clinician scoring, to use of the Modified Fried Frailty Assessment tool, in predicting frailty","year":2025,"lang":"en","type":"article","venue":"Rutgers University Community Repository (Rutgers University)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Heart failure; Cognitive Assessment System; Cognition; Medical assessment; Cognitive impairment; Intensive care unit","score_opus":0.056124217556574096,"score_gpt":0.3223296027112509,"score_spread":0.2662053851546768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116910528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9138571,0.000017268774,0.00046811756,0.0020235511,0.00033224808,0.0014649746,0.00004585064,0.000082678096,0.08170824],"genre_scores_gemma":[0.9968372,0.000008415859,0.0014945096,0.00016909935,0.000026728796,0.0000011944055,0.000040974206,0.000019213892,0.0014026399],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948562,0.002586132,0.00084376894,0.0004964719,0.0007241835,0.00049324316],"domain_scores_gemma":[0.9953684,0.001675923,0.000509965,0.0019726732,0.00032305304,0.00014996027],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009188702,0.00039230636,0.0010053372,0.0011218119,0.0008374573,0.000049243594,0.0015180428,0.00044776418,0.000014135295],"category_scores_gemma":[0.0003687096,0.0003762873,0.0004421982,0.0036002877,0.00052492856,0.00054283586,0.00088147336,0.0023428332,9.1476295e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014573005,0.001699193,0.9600604,0.00030245492,0.00025093136,0.00010603044,0.007818444,0.0056537865,0.02051796,0.00058688753,0.0010808024,0.00046577665],"study_design_scores_gemma":[0.012582805,0.0012190088,0.89855945,0.0040814825,0.00088945293,0.00003723016,0.008131514,0.0070227156,0.060552415,0.00015339136,0.0058037895,0.0009667353],"about_ca_topic_score_codex":0.014934839,"about_ca_topic_score_gemma":0.00026480158,"teacher_disagreement_score":0.08298015,"about_ca_system_score_codex":0.0011227262,"about_ca_system_score_gemma":0.0006113646,"threshold_uncertainty_score":0.9999588},"labels":[],"label_agreement":null},{"id":"W7116917186","doi":"10.1002/alz70861_108032","title":"Double Burden of Mild Behavioural Impairment and Frailty – Implications for Quality of Life and Cognition in a Southeast Asian Cohort","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Apathy; Cognition; Quality of life (healthcare); Cohort; Cognitive decline; Cognitive impairment; Dementia","score_opus":0.06807851999299619,"score_gpt":0.351226896258043,"score_spread":0.2831483762650468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116917186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983002,0.0096174525,0.0002984891,0.0042634453,0.00005238922,0.0017793581,0.00019375443,0.000017819888,0.00077525893],"genre_scores_gemma":[0.9980564,0.000036181747,0.0014620036,0.000078502206,0.0000146795965,0.0001915216,0.00013732127,0.0000093916815,0.000013972247],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989784,0.000029037887,0.00050147733,0.0002274352,0.00010913783,0.00015453782],"domain_scores_gemma":[0.9993649,0.00005664213,0.00014021504,0.00022456422,0.00013403976,0.000079629324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027790462,0.00011001258,0.00031510156,0.00011892494,0.00003952721,0.000007641766,0.000052827756,0.00007158533,0.000022341414],"category_scores_gemma":[0.000033318123,0.000109515946,0.00005388705,0.0001220483,0.00012165573,0.00005648687,0.000055797933,0.00006914933,5.47056e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044221128,0.00029135487,0.98144877,0.00013008105,0.0030918848,2.0886714e-7,0.00069223385,7.18055e-7,0.0040343986,0.0011577706,0.0005353642,0.008174992],"study_design_scores_gemma":[0.005121141,0.0001544276,0.9843458,0.00011364891,0.005130899,0.0000017817758,0.0006850211,0.00003695869,0.003788543,0.00044074428,0.000094987154,0.00008603322],"about_ca_topic_score_codex":0.0014583326,"about_ca_topic_score_gemma":0.00037218057,"teacher_disagreement_score":0.015054394,"about_ca_system_score_codex":0.000005473233,"about_ca_system_score_gemma":0.000082126324,"threshold_uncertainty_score":0.44659305},"labels":[],"label_agreement":null},{"id":"W7116963569","doi":"10.1002/alz70860_100036","title":"Brain connectivity moderating the association cognitive intraindividual variability and mobility in the cognitively frail older adults","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Cognition; Functional connectivity; Cognitive impairment; Cognitive decline","score_opus":0.017409309834913674,"score_gpt":0.2862431879734157,"score_spread":0.268833878138502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116963569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.966695,0.0031696218,0.0011731432,0.021741597,0.00019216,0.0028230622,0.00009571223,0.000061193925,0.0040485295],"genre_scores_gemma":[0.99270064,0.00001131709,0.0001865845,0.0066082976,0.00009046532,0.00030665172,0.000067347115,0.000013616279,0.000015058709],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99692225,0.0011538479,0.0004634676,0.00058153726,0.00046707483,0.0004118126],"domain_scores_gemma":[0.9930062,0.006074381,0.00018197359,0.00033744672,0.00034227388,0.0000577073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004130592,0.00025038092,0.0003337202,0.00007333275,0.00033373374,0.000107636195,0.00016717603,0.00017960965,0.00008350205],"category_scores_gemma":[0.004103896,0.0001716198,0.000085594045,0.00040217245,0.00022967478,0.00019937026,0.0001449701,0.00064888864,0.000008567693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049261557,0.0017756206,0.72967887,0.00008639266,0.010036343,0.000017408998,0.024266642,0.000004094419,0.00012776259,0.0015820673,0.0048138406,0.22711837],"study_design_scores_gemma":[0.0038843532,0.00011009515,0.9824263,0.00023276819,0.005380508,0.0000082173265,0.0036551815,0.0012731979,0.0009205163,0.0016866878,0.00024483493,0.00017732682],"about_ca_topic_score_codex":0.00043081076,"about_ca_topic_score_gemma":0.00058032165,"teacher_disagreement_score":0.25274748,"about_ca_system_score_codex":0.000043784486,"about_ca_system_score_gemma":0.00017266914,"threshold_uncertainty_score":0.6998452},"labels":[],"label_agreement":null},{"id":"W7116971513","doi":"10.1002/alz70860_098290","title":"Blood pressure lowering to prevent dementia, the role or frailty, when not to treat?","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Generalizability theory; Blood pressure; Dementia; Clinical trial; Clinical Practice; Cardiovascular health","score_opus":0.02373059016260455,"score_gpt":0.29901812669466893,"score_spread":0.2752875365320644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7116971513","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24785624,0.4775221,0.00600982,0.1511024,0.0051659946,0.020801695,0.0003032434,0.0015627877,0.089675725],"genre_scores_gemma":[0.98214364,0.000044484677,0.004207709,0.00775024,0.00023737694,0.00037029397,0.000023409464,0.000058359656,0.0051645],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99751556,0.000068181405,0.0005291779,0.00068289053,0.00055240496,0.0006517802],"domain_scores_gemma":[0.9981704,0.000114173214,0.00008244123,0.0011895854,0.00014026315,0.00030314186],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029609323,0.0003721625,0.00040190868,0.00018378485,0.00022609373,0.000105615516,0.0005889611,0.00012053706,0.001826507],"category_scores_gemma":[0.00012592689,0.00026719403,0.00019943467,0.0004128771,0.00004800045,0.00012036905,0.00058511173,0.00025540477,0.00041184292],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014286864,0.0027499828,0.0109619945,0.00018791713,0.1666432,0.00015454536,0.0075419284,0.00031719118,0.058691315,0.00073944096,0.319012,0.4315718],"study_design_scores_gemma":[0.0017945045,0.00059351337,0.0107509615,0.00032532134,0.109839834,0.000022056856,0.00023984318,0.000059331596,0.34155217,0.00019152956,0.53424096,0.00038998746],"about_ca_topic_score_codex":0.00050149654,"about_ca_topic_score_gemma":0.0004590249,"teacher_disagreement_score":0.7342874,"about_ca_system_score_codex":0.00000924316,"about_ca_system_score_gemma":0.00015496532,"threshold_uncertainty_score":0.999978},"labels":[],"label_agreement":null},{"id":"W7117118301","doi":"10.3390/s26010113","title":"High-Accuracy Indoor Positioning and Smart Home Technologies for Assessing and Monitoring Frailty in Older Adults","year":2025,"lang":"en","type":"article","venue":"Sensors","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Glenrose Rehabilitation Hospital; University of Alberta; University of Waterloo","funders":"","keywords":"Activities of daily living; Independent living; Home automation; Bluetooth; Frailty syndrome; Older people; Assisted living","score_opus":0.014253304405962843,"score_gpt":0.3031731945570616,"score_spread":0.28891989015109876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117118301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9932323,0.0008613903,0.00013935205,0.0045510526,0.0002656589,0.00059324596,0.000007366884,0.0002063549,0.00014324917],"genre_scores_gemma":[0.98922044,0.00012890434,0.010168629,0.0000696075,0.000050677278,0.000049807993,0.000009519731,0.000017893515,0.00028451585],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990464,0.000019212674,0.00023672082,0.00033110543,0.00010311482,0.00026347136],"domain_scores_gemma":[0.99925214,0.00038334422,0.00005863252,0.00019175734,0.00007438132,0.000039722036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011806197,0.00015555495,0.00028351016,0.00028280402,0.00011395957,0.000072014045,0.00004961287,0.00016879899,0.0000022819902],"category_scores_gemma":[0.0007573542,0.000149185,0.000026868716,0.00023659096,0.00010733937,0.00013340963,0.000075779615,0.0002499348,0.0000013837057],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034107245,0.00012680345,0.62555486,0.0012237809,0.000094850235,0.000089253175,0.0017791839,0.000024668894,0.007244794,0.00040812953,0.00029299106,0.3628196],"study_design_scores_gemma":[0.0050802357,0.00009458951,0.95603293,0.0037385228,0.00005889814,0.000045251734,0.0055142087,0.00063877186,0.0275709,0.00064399245,0.00036598826,0.00021569328],"about_ca_topic_score_codex":0.0001413828,"about_ca_topic_score_gemma":0.000017113258,"teacher_disagreement_score":0.3626039,"about_ca_system_score_codex":0.000071923016,"about_ca_system_score_gemma":0.000030284104,"threshold_uncertainty_score":0.6083588},"labels":[],"label_agreement":null},{"id":"W7117126087","doi":"10.1016/j.cct.2025.108204","title":"Kinesiologist-delivered mobilization to mitigate inpatient frailty: A study protocol for a randomized controlled trial","year":2025,"lang":"en","type":"article","venue":"Contemporary Clinical Trials","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton; Université de Sherbrooke; Vitalité Health Network; Dr. Georges-L.-Dumont University Hospital Centre; Dalhousie University; Nova Scotia Health Authority","funders":"Fondation de la recherche en santé du Nouveau-Brunswick","keywords":"Protocol (science); Randomized controlled trial; Mobilization; Research design; MEDLINE; Randomization","score_opus":0.3478860343571453,"score_gpt":0.5494357116316172,"score_spread":0.20154967727447187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117126087","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05064968,0.000050702398,0.0050181504,0.0054202066,0.0020954374,0.934454,0.00004682774,0.00025664066,0.0020083578],"genre_scores_gemma":[0.25548738,0.0000036124438,0.00065806985,0.0027420653,0.00078586506,0.7365617,0.000054426007,0.00003567515,0.0036712012],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9782449,0.010695757,0.009032105,0.0011042153,0.0005275506,0.00039548794],"domain_scores_gemma":[0.9442605,0.050627887,0.0022450504,0.0011842792,0.001198684,0.0004836351],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03760149,0.0005145876,0.009397795,0.00035033532,0.00012972999,0.000082614635,0.0003406823,0.00047087058,0.00014029231],"category_scores_gemma":[0.2740382,0.000326328,0.0025838017,0.00047240703,0.00026127073,0.00011698892,0.00016871361,0.00036477484,0.000032686272],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.94902456,0.00501692,0.0010766726,0.00016565237,0.0016843751,0.000015831589,0.00014199199,0.000011455602,0.00011075286,0.00010028213,0.037779577,0.0048719356],"study_design_scores_gemma":[0.9672627,0.013696786,0.00029582903,0.0006078983,0.00092003227,4.887961e-7,0.00014666274,0.00089707156,0.00011627755,0.0010742508,0.014704491,0.00027750965],"about_ca_topic_score_codex":0.0000478441,"about_ca_topic_score_gemma":0.000010613081,"teacher_disagreement_score":0.23643672,"about_ca_system_score_codex":0.000090744266,"about_ca_system_score_gemma":0.0013909349,"threshold_uncertainty_score":0.9999189},"labels":[],"label_agreement":null},{"id":"W7117140594","doi":"10.1213/ane.0000000000007887","title":"Association of Preoperative Frailty and Postoperative Outcomes in Older Adults Undergoing Major Cardiac Procedures: A Systematic Review and Meta-Analysis","year":2025,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Western Hospital; University Health Network; McMaster University; University of Toronto","funders":"","keywords":"Perioperative; MEDLINE; Identification (biology); Adverse effect; Resource use; Frailty Index; Association (psychology)","score_opus":0.013422653096759935,"score_gpt":0.28743287701032344,"score_spread":0.2740102239135635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117140594","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75510496,0.17106728,0.00007780264,0.06483329,0.000014044192,0.008376646,0.000029633531,0.0000739118,0.00042243028],"genre_scores_gemma":[0.9866474,0.0027556256,0.00035680077,0.0039707357,0.0000038192543,0.0004072344,0.00002715653,0.000018476805,0.005812748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975796,0.0004761896,0.0008518055,0.00048312603,0.0003703709,0.00023895461],"domain_scores_gemma":[0.998108,0.000694488,0.00036198768,0.00038999494,0.0003616556,0.00008382863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007365813,0.00032326757,0.0033997274,0.00040433265,0.00006773443,0.00003558751,0.0000945049,0.00014812885,0.000044558325],"category_scores_gemma":[0.0012192237,0.00022697083,0.0004880862,0.0010420668,0.00006009433,0.00016767695,0.000031541073,0.00018996302,0.0000028420652],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008774842,0.00033792167,0.5791094,0.24586074,0.16682069,0.00007904786,0.0058631534,0.000006777172,0.000029730401,0.00073408894,0.0010548959,0.000015812977],"study_design_scores_gemma":[0.001203985,0.0001459044,0.5269519,0.009786707,0.4600382,0.000026154237,0.0013377365,0.00007924561,0.00013790595,0.0000372912,0.000005184846,0.00024976148],"about_ca_topic_score_codex":0.00029171494,"about_ca_topic_score_gemma":0.0010541708,"teacher_disagreement_score":0.2932175,"about_ca_system_score_codex":0.00013873608,"about_ca_system_score_gemma":0.00018606387,"threshold_uncertainty_score":0.92556024},"labels":[],"label_agreement":null},{"id":"W7117149503","doi":"10.1186/s12877-025-06810-y","title":"Detection of social frailty in older adults: validation and reliability of the Makizako Social Frailty Index for Turkish older adults, a cross-sectional study","year":2025,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Turkish; Frailty Index; Reliability (semiconductor); Older people; Index (typography); Frailty syndrome; Turkish population; Geriatrics","score_opus":0.01927121481437387,"score_gpt":0.31672291503175315,"score_spread":0.29745170021737927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117149503","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9918732,0.00006382681,0.0034088586,0.00018638154,0.0007587473,0.0034242135,0.00015774596,0.000043286,0.00008371433],"genre_scores_gemma":[0.9986819,0.000004911596,0.00036327593,0.00005239627,0.0003161295,0.00023828575,0.00004148442,0.000026699088,0.00027494403],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997308,0.00020717047,0.0010404811,0.000570671,0.0005843455,0.0002893075],"domain_scores_gemma":[0.99793905,0.00037220953,0.00047104136,0.00034814308,0.00082552753,0.000044010932],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008715377,0.00024712138,0.000513629,0.0002674779,0.00024472803,0.000034839053,0.00019157515,0.00043531437,0.000035672318],"category_scores_gemma":[0.0015948842,0.00021539126,0.00024682915,0.0010546524,0.00020916238,0.00015125673,0.00015604049,0.00038052502,7.4102707e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023191818,0.0012166403,0.98675555,0.0014218836,0.000042990498,3.5014853e-7,0.004709247,0.000031025946,0.00027178242,0.00003170444,0.00025265742,0.002946964],"study_design_scores_gemma":[0.012274939,0.00021129989,0.9825568,0.00011162183,0.000119628974,0.0000024607327,0.0016943566,0.0006711211,0.0018464957,0.00025967608,0.00009101733,0.00016059315],"about_ca_topic_score_codex":0.0005791168,"about_ca_topic_score_gemma":0.0007808811,"teacher_disagreement_score":0.009955756,"about_ca_system_score_codex":0.0002701037,"about_ca_system_score_gemma":0.0003431865,"threshold_uncertainty_score":0.87834007},"labels":[],"label_agreement":null},{"id":"W7117233647","doi":"10.31125/globnursinsights.1848293","title":"The Relationship Between Diabetes Burden and Frailty in Older Adults with Diabetes","year":2025,"lang":"en","type":"article","venue":"Global Nursing Insights","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Marital status; Outpatient clinic; Type 2 diabetes; Chronic disease; Diabetes management; Research design; Disease","score_opus":0.015468615217191091,"score_gpt":0.28399081022185924,"score_spread":0.2685221950046681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117233647","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.975244,0.0042394246,0.000034595265,0.011393491,0.00021927617,0.00062054483,0.000010795085,0.00009051578,0.008147389],"genre_scores_gemma":[0.99876195,0.0000141928695,0.00031629053,0.00022413135,0.0001602894,0.00002880444,0.00002981735,0.000012814328,0.0004516983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998553,0.00008544982,0.00029585185,0.00037054645,0.00027120876,0.00042396697],"domain_scores_gemma":[0.9985908,0.0007475988,0.000066579865,0.00038098608,0.00009168118,0.00012233265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000116197654,0.0002148896,0.00030352714,0.000099675904,0.00027299096,0.000075260716,0.00013533533,0.00015829207,0.0000031874367],"category_scores_gemma":[0.00042056656,0.00014073384,0.00003820243,0.00067867566,0.00040081725,0.00013128958,0.000034216213,0.00030199546,0.000009643598],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006812135,0.000040506515,0.94655937,0.00008384117,0.00004315429,0.000005613007,0.00094973715,0.0000033058432,0.000008610093,0.0017297128,0.001335162,0.04917286],"study_design_scores_gemma":[0.0024839279,0.00014255244,0.9803401,0.0061600916,0.000105278166,0.0000019389274,0.0004024184,0.00022372397,0.00012609619,0.008432923,0.0014267832,0.0001541363],"about_ca_topic_score_codex":0.000051448027,"about_ca_topic_score_gemma":0.00013952565,"teacher_disagreement_score":0.049018722,"about_ca_system_score_codex":0.00026481628,"about_ca_system_score_gemma":0.00009814462,"threshold_uncertainty_score":0.573896},"labels":[],"label_agreement":null},{"id":"W7117259075","doi":"10.1093/geronb/gbaf186","title":"Multicomponent interventions and technologies to reduce the burden of frailty, functional, and cognitive decline: insights from the Age-It Research Program","year":2025,"lang":"en","type":"article","venue":"The Journals of Gerontology Series B","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute for Work & Health; University of Toronto","funders":"NextGenerationEU; Sapienza Università di Roma; Università degli Studi di Padova; Università degli Studi di Milano-Bicocca","keywords":"Psychological intervention; Population ageing; Cognition; Research program; Health care; Population; Population health","score_opus":0.1962925658950949,"score_gpt":0.4547681020909393,"score_spread":0.2584755361958444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117259075","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6807267,0.014135707,0.00013035744,0.3037534,0.00010995698,0.0008399915,0.000015177539,0.000027276286,0.000261428],"genre_scores_gemma":[0.99643904,0.0015044971,0.00070121157,0.00042774348,0.00007018164,0.00011490355,0.0000057846664,0.000008252509,0.0007283656],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984019,0.00039570677,0.00049565954,0.00019738954,0.00029744732,0.00021190003],"domain_scores_gemma":[0.9964347,0.0023481976,0.00017229946,0.00041368965,0.0005945576,0.000036555466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008091558,0.00013128768,0.00036957796,0.00015240471,0.00035611956,0.000039089424,0.00034938028,0.00012804945,0.000031293184],"category_scores_gemma":[0.00283363,0.00006198031,0.000085963955,0.00029749048,0.002588055,0.00008378903,0.0006446132,0.0006457475,0.0000020901193],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.013914283,0.0022222006,0.030720556,0.0010552427,0.008295991,0.00014277818,0.07294591,0.00007245292,0.10568944,0.0066843443,0.14034764,0.61790913],"study_design_scores_gemma":[0.003669534,0.002664282,0.7559788,0.0056044105,0.0009967256,0.00038358246,0.14616127,0.00013727955,0.02320199,0.033591002,0.027401177,0.00020990812],"about_ca_topic_score_codex":0.00081942306,"about_ca_topic_score_gemma":0.0017285637,"teacher_disagreement_score":0.7252583,"about_ca_system_score_codex":0.000023186272,"about_ca_system_score_gemma":0.00006553758,"threshold_uncertainty_score":0.95357966},"labels":[],"label_agreement":null},{"id":"W7117259933","doi":"10.1002/alz70857_097144","title":"Assessing the association between cognitive impairment and perioperative trajectory of frailty in older adults undergoing anesthesia and surgery: a multicentred cohort study","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Sinai Hospital; Toronto Western Hospital; Women's College Hospital; University of Toronto; University Health Network","funders":"","keywords":"Perioperative; Cognitive impairment; Cohort; Cohort study; Association (psychology); Cognition; Trajectory","score_opus":0.023567887433615733,"score_gpt":0.3092516290150963,"score_spread":0.2856837415814806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117259933","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98608875,0.010379819,0.000027652788,0.000994547,0.000047627836,0.0023138619,0.0000043114514,0.00002407332,0.00011934907],"genre_scores_gemma":[0.9993557,0.00008911701,0.00012618145,0.00023669442,0.000026026593,0.00010415881,0.000029804452,0.000017106142,0.0000152351995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99810445,0.00038452554,0.0005026095,0.00039475923,0.0003412614,0.00027236462],"domain_scores_gemma":[0.9978193,0.0015453155,0.00022108889,0.0001683459,0.0001834123,0.00006254149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008824982,0.00021000551,0.0005083192,0.00016910498,0.0001382374,0.00007400842,0.000053953096,0.000093363786,0.000022258231],"category_scores_gemma":[0.00026131564,0.00016891574,0.000055512086,0.0002857855,0.0000967435,0.00022280075,0.00005676377,0.00021429412,0.000001190282],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007755426,0.00041393025,0.97345,0.000039323182,0.008596897,0.000018542067,0.008010584,7.6063344e-7,0.000039977967,0.0000027671974,0.00008506,0.009264586],"study_design_scores_gemma":[0.004019262,0.00013510253,0.96657425,0.00069727603,0.013274271,0.0000040925024,0.014077634,0.000148838,0.000914923,0.0000031707232,0.000016145805,0.00013502392],"about_ca_topic_score_codex":0.0005727856,"about_ca_topic_score_gemma":0.0005646707,"teacher_disagreement_score":0.013266918,"about_ca_system_score_codex":0.000044529046,"about_ca_system_score_gemma":0.0001959946,"threshold_uncertainty_score":0.6888184},"labels":[],"label_agreement":null},{"id":"W7117291889","doi":"10.1002/alz70858_103813","title":"Implementation of cognitive assessment and follow‐ups in people complaining of cognitive problems over the age of 50, in community pharmacies by using the Neurocognitive Frailty Index: A pilot study","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Moncton","funders":"","keywords":"Neurocognitive; Cognition; Cognitive Assessment System; Pharmacy; Cognitive impairment; Cognitive training","score_opus":0.0887387140601458,"score_gpt":0.4025160000940161,"score_spread":0.31377728603387034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117291889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923672,0.0029162508,0.00040625458,0.00010835367,0.000058525045,0.0036602318,0.00017380234,0.000008572589,0.00030079906],"genre_scores_gemma":[0.99927217,0.00004789727,0.00005555854,0.00029439165,0.0000058069427,0.00017975892,0.00012453648,0.00001844981,0.0000014359168],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99730605,0.000989265,0.00080855214,0.00023896321,0.00040322458,0.0002539515],"domain_scores_gemma":[0.9972105,0.0018479426,0.0004235587,0.0002089796,0.00027967946,0.000029317674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010514284,0.00022878763,0.00053341896,0.00023020669,0.00015736035,0.00001841224,0.0001772852,0.000034079403,0.000049705202],"category_scores_gemma":[0.00012113295,0.00017376154,0.000052833835,0.0006489904,0.00036702026,0.00015423493,0.0003251381,0.0005323397,1.6862816e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040840454,0.0020638888,0.94616735,0.00006546581,0.005761898,0.0000050853137,0.034148302,0.000009632112,0.00522723,0.000013689126,0.00003620768,0.0060928636],"study_design_scores_gemma":[0.010473382,0.0015217647,0.88452464,0.0007646943,0.0074937595,0.0000029645917,0.08772738,0.00031122638,0.007008564,0.000051677955,0.000004760534,0.00011516899],"about_ca_topic_score_codex":0.015841806,"about_ca_topic_score_gemma":0.015184704,"teacher_disagreement_score":0.06164268,"about_ca_system_score_codex":0.000019456797,"about_ca_system_score_gemma":0.00016412047,"threshold_uncertainty_score":0.9907118},"labels":[],"label_agreement":null},{"id":"W7117297724","doi":"10.1002/alz70856_103010","title":"Investigating the Association of Frailty Score and Diabetes with Relative Brain Age : Insights from the UK Biobank","year":2025,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Health Sciences Centre; Université Laval","funders":"","keywords":"Biobank; Glycemic; Dementia; Diabetes mellitus; Association (psychology); Healthy aging","score_opus":0.024391985083422902,"score_gpt":0.26112491036711666,"score_spread":0.23673292528369375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117297724","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94862914,0.031267192,0.00005806551,0.017025068,0.00013174754,0.0006070172,0.000021032582,0.000033451495,0.0022272782],"genre_scores_gemma":[0.99540454,0.00002187851,0.0010432221,0.003284054,0.000056804598,0.000029295266,0.000057502817,0.000012855697,0.000089830995],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988735,0.00015415098,0.00026994332,0.00023181901,0.0002950665,0.00017557519],"domain_scores_gemma":[0.9980972,0.0011775561,0.00023059796,0.0003391417,0.00011261061,0.000042895655],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024139998,0.00014938753,0.00022329281,0.000040208863,0.00018352145,0.000035555568,0.00014039669,0.00008640425,0.000029685276],"category_scores_gemma":[0.0004969635,0.00008036443,0.000043436077,0.00032090745,0.0002529894,0.00010142815,0.00010396915,0.0002644,0.000004741187],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014301166,0.000031476127,0.9562314,0.000009597181,0.012666111,0.0000024117505,0.0036390442,0.0000025423594,0.0052033635,0.0017819871,0.013825909,0.006591827],"study_design_scores_gemma":[0.0012105961,0.00010917948,0.9606639,0.0004152504,0.00956888,3.6952525e-7,0.00039137242,0.00012645053,0.019514075,0.0044268724,0.0034644601,0.000108580156],"about_ca_topic_score_codex":0.00047294685,"about_ca_topic_score_gemma":0.00090572593,"teacher_disagreement_score":0.046775408,"about_ca_system_score_codex":0.000012809586,"about_ca_system_score_gemma":0.00007952444,"threshold_uncertainty_score":0.32771662},"labels":[],"label_agreement":null},{"id":"W7117312847","doi":"10.64898/2025.12.21.695811","title":"Effect of bedrest on the human gut and oral microbiome: implications for frailty","year":2025,"lang":"","type":"article","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Dalhousie University","funders":"Canadian Space Agency; Canadian Institutes of Health Research; Canadian Frailty Network; Canada Research Chairs; Government of Canada","keywords":"Spaceflight; Microbiome; Gut flora; Metagenomics; Gut microbiome; Dysbiosis; Oral Microbiome","score_opus":0.017924002511881514,"score_gpt":0.2882301192967358,"score_spread":0.2703061167848543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117312847","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98335713,0.0018245383,0.0004022336,0.008667151,0.0007223862,0.004037429,0.0008152232,0.00012664268,0.000047255005],"genre_scores_gemma":[0.9976076,0.00013734047,0.0004284897,0.00085146254,0.00023504764,0.0005444071,7.8408397e-7,0.00010102931,0.000093866794],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99691725,0.00032784342,0.00084456475,0.0009481811,0.00022541224,0.00073674816],"domain_scores_gemma":[0.9951096,0.0017097552,0.0003954272,0.0019068599,0.0006228135,0.00025554965],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015064934,0.0006304784,0.0009045664,0.00040962806,0.00064215384,0.00012083822,0.00058506214,0.0004171136,0.00005807638],"category_scores_gemma":[0.0016865047,0.00050669326,0.00023835973,0.0012588688,0.0007576931,0.00011934916,0.00020373473,0.0005126282,0.000028146453],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002054931,0.00030397496,0.028411027,0.0015387678,0.00045084278,0.0000029751295,0.000015371776,0.0000011682251,0.9501668,0.011836311,0.0070257485,0.000041520932],"study_design_scores_gemma":[0.0035041473,0.0012854497,0.36681306,0.00151168,0.00077251514,2.2969395e-8,0.000003726869,0.00004898312,0.6127479,0.0000054778257,0.012952552,0.0003544655],"about_ca_topic_score_codex":0.00005877285,"about_ca_topic_score_gemma":0.000007632581,"teacher_disagreement_score":0.33840203,"about_ca_system_score_codex":0.00024947803,"about_ca_system_score_gemma":0.00040183682,"threshold_uncertainty_score":0.99973845},"labels":[],"label_agreement":null},{"id":"W7117447738","doi":"10.2196/79681","title":"Frailty Screening and Management for Older Australians in General Practice: Mixed Methods Evaluation","year":2025,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vulnerability (computing); Scale (ratio); Primary care; General practice; Qualitative research; Qualitative property; Older people; Best practice; MEDLINE","score_opus":0.20187151991134536,"score_gpt":0.6161609923215312,"score_spread":0.4142894724101859,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117447738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37450883,0.002574703,0.31210536,0.29506448,0.001858325,0.0036862784,0.0000074394065,0.000015872822,0.0101786805],"genre_scores_gemma":[0.7460415,0.0013622257,0.2462151,0.0015989629,0.0005675564,0.00017782075,0.000009734999,0.000030358437,0.0039967448],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9941799,0.0016979494,0.0006941543,0.00025162677,0.0027935782,0.00038278787],"domain_scores_gemma":[0.9906882,0.00648379,0.00019309692,0.00018775834,0.0021260444,0.0003210797],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.024321944,0.000117777934,0.00037346844,0.0009996927,0.00006979303,0.000060201906,0.0002570227,0.00018086557,0.0003596439],"category_scores_gemma":[0.03720209,0.00009323,0.00010356546,0.0005184451,0.00017544652,0.0003197892,0.00018105921,0.0016974923,0.0000024119877],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022047625,0.00043765624,0.00086281484,0.00028279424,0.0005219836,0.00032389912,0.00073980703,0.000015455991,0.0007836912,0.00053929945,0.034675024,0.9586128],"study_design_scores_gemma":[0.044925325,0.003211225,0.4279907,0.019740352,0.0010164886,0.0015041068,0.028220959,0.08104486,0.013330414,0.006193188,0.37241265,0.0004097217],"about_ca_topic_score_codex":0.000118811346,"about_ca_topic_score_gemma":0.000042264834,"teacher_disagreement_score":0.9582031,"about_ca_system_score_codex":0.00046489685,"about_ca_system_score_gemma":0.0005550813,"threshold_uncertainty_score":0.970908},"labels":[],"label_agreement":null},{"id":"W7117452455","doi":"10.1017/s0266462325100615","title":"OP02 Cost-Utility Of Geriatric Assessment And Management In Older Adults With Cancer: Model-Based Economic Evaluation","year":2025,"lang":"en","type":"article","venue":"International Journal of Technology Assessment in Health Care","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Economic evaluation; Randomized controlled trial; Cost–benefit analysis; Confidence interval; Health care; Quality-adjusted life year; Credibility; Cost–utility analysis","score_opus":0.015469411396450363,"score_gpt":0.4120180983772938,"score_spread":0.39654868698084345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117452455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94717723,0.0025550176,0.0048595164,0.04198951,0.00058405625,0.0020087312,0.000044268512,0.000018786686,0.0007628636],"genre_scores_gemma":[0.9842148,0.0012949094,0.013876392,0.0003802135,0.000019242498,0.00016581113,0.00002783888,0.000009387437,0.00001144491],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99799556,0.00008165982,0.0009812103,0.00025452042,0.00049864105,0.00018839938],"domain_scores_gemma":[0.99839205,0.00006460957,0.00063938147,0.0002054256,0.00064676243,0.000051747273],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007997422,0.00014217646,0.0004277511,0.001724905,0.000023764922,0.000010369869,0.00025641304,0.000126666,0.0000484497],"category_scores_gemma":[0.000027475384,0.0001300579,0.00004666047,0.00028408988,0.000084487394,0.00010466471,0.00007802133,0.00049017946,1.5668022e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008551553,0.0005030774,0.6787554,0.0010905224,0.00025299078,0.000061934756,0.00026347584,0.022959592,0.00001179143,0.0016320957,0.00033033124,0.2932836],"study_design_scores_gemma":[0.014956847,0.0004738853,0.7951488,0.0045203147,0.0000887927,0.000033019205,0.0028136952,0.18098319,0.00015959541,0.000505667,0.00020515804,0.0001110412],"about_ca_topic_score_codex":0.00024898344,"about_ca_topic_score_gemma":0.00080106256,"teacher_disagreement_score":0.29317257,"about_ca_system_score_codex":0.0032917683,"about_ca_system_score_gemma":0.0026273592,"threshold_uncertainty_score":0.8607859},"labels":[],"label_agreement":null},{"id":"W7117544901","doi":"10.33326/27905543.2025.4.2372","title":"Factores de riesgo asociados al síndrome de fragilidad en los adultos mayores","year":2025,"lang":"","type":"article","venue":"Investigación e Innovación Revista Científica de Enfermería","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poison control; Social relationship; Population; Institutionalisation","score_opus":0.014730378113431154,"score_gpt":0.31934495593330736,"score_spread":0.3046145778198762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117544901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91774464,0.009206485,0.007889674,0.045695174,0.0024779341,0.004309779,0.0012639456,0.001128069,0.010284282],"genre_scores_gemma":[0.9441747,0.0012178465,0.0060075345,0.032869495,0.0013203037,0.00056789257,0.00043859714,0.00041978437,0.012983815],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.98227435,0.0024399436,0.0040538223,0.0033173051,0.0024559582,0.0054585882],"domain_scores_gemma":[0.98865515,0.0019363762,0.0013411635,0.003820795,0.0016188312,0.0026277083],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0043258523,0.002651039,0.0032739302,0.0025622675,0.001211947,0.001312245,0.0032416445,0.0023251725,0.0028746345],"category_scores_gemma":[0.016028298,0.0028869254,0.0012209864,0.006979066,0.0034582275,0.000831842,0.0012800109,0.0053069806,0.0007983106],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.001073353,0.002568494,0.45723215,0.00823105,0.0029655052,0.002588403,0.012418352,0.00019339824,0.11718755,0.09882134,0.27285716,0.02386322],"study_design_scores_gemma":[0.007530897,0.0010601332,0.30319315,0.011868777,0.0020102428,0.0009216633,0.0029366044,0.0044394056,0.02283718,0.005803992,0.6342365,0.003161445],"about_ca_topic_score_codex":0.00069427094,"about_ca_topic_score_gemma":0.00009637657,"teacher_disagreement_score":0.36137936,"about_ca_system_score_codex":0.0055664307,"about_ca_system_score_gemma":0.009334665,"threshold_uncertainty_score":0.9999797},"labels":[],"label_agreement":null},{"id":"W7117550667","doi":"10.1136/bmjopen-2025-098892","title":"Clinical validation of a frailty management mHealth tool in a cohort of community-dwelling older adults: the Geras Fit-Frailty App","year":2025,"lang":"en","type":"article","venue":"BMJ Open","topic":"Frailty in Older Adults","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; McMaster University; Dalhousie University; Hamilton Health Sciences","funders":"Hamilton Health Sciences Foundation; Centre for Aging + Brain Health Innovation; Hamilton Health Sciences","keywords":"mHealth; Sarcopenia; Cohort; Cohort study; Mobile apps; MEDLINE; Epidemiology","score_opus":0.13295231968599588,"score_gpt":0.46851568786700654,"score_spread":0.3355633681810106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117550667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9609902,0.00006525444,0.00092350185,0.0048272056,0.00022875154,0.014116877,0.000022835271,0.000027458678,0.0187979],"genre_scores_gemma":[0.99108875,0.00010567428,0.0031918006,0.0020973333,0.00004728118,0.0007864196,0.00009197389,0.000020816578,0.0025699334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99660903,0.0008682852,0.0015393589,0.00026724578,0.00045608848,0.00025997096],"domain_scores_gemma":[0.99680156,0.00087295537,0.0004362204,0.0016297046,0.00020668296,0.00005290532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005654767,0.00017979665,0.00074171403,0.00016508305,0.000107340675,0.00003574223,0.0009324548,0.00014928865,0.00014079065],"category_scores_gemma":[0.0008070699,0.00013861535,0.00013515599,0.00057076046,0.00017409238,0.00015723585,0.00086235075,0.0006855652,0.00001827658],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004043964,0.003444659,0.7771706,0.006296019,0.000860294,0.00003042665,0.0069046277,0.00035021472,0.00004606523,0.0025998831,0.029652892,0.16860034],"study_design_scores_gemma":[0.007530879,0.00034019348,0.9764933,0.0059037693,0.00022177248,0.000006186089,0.00377932,0.00090857496,0.0007153449,0.0007051947,0.0032327827,0.00016267359],"about_ca_topic_score_codex":0.0024913235,"about_ca_topic_score_gemma":0.0004811938,"teacher_disagreement_score":0.19932269,"about_ca_system_score_codex":0.00010156258,"about_ca_system_score_gemma":0.00028043866,"threshold_uncertainty_score":0.56525695},"labels":[],"label_agreement":null},{"id":"W7117576739","doi":"10.1001/jama.2025.23403","title":"A Lay Health Worker–Led Symptom Intervention and Acute Care Use in Older Adults With Cancer","year":2025,"lang":"en","type":"article","venue":"JAMA","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cancer; Intervention (counseling); Acute care; Health care","score_opus":0.008175076751278947,"score_gpt":0.3042061134629995,"score_spread":0.29603103671172054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117576739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.986069,0.003323066,0.0001047784,0.009184259,0.000165479,0.0007812785,0.000027966355,0.000055336375,0.00028881896],"genre_scores_gemma":[0.9933859,0.0003206437,0.00046822865,0.0019845357,0.00005199603,0.00011636916,0.0000553641,0.00001655055,0.0036003909],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99908245,0.00004863612,0.00022410713,0.00028248286,0.00013921976,0.0002231061],"domain_scores_gemma":[0.99945545,0.000048115617,0.000065237815,0.0002258338,0.000116086834,0.000089254754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007793283,0.00012950918,0.00026661175,0.00015512202,0.000032394277,0.00003873172,0.000049022223,0.00008420742,0.00004789475],"category_scores_gemma":[0.00005405332,0.000102488586,0.000037706614,0.00029752508,0.00003793412,0.00014180431,0.000043408403,0.00023232018,0.0000036416197],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014574504,0.00016076346,0.6275627,0.0010493435,0.00016410247,0.000085357206,0.008144579,0.000005836274,0.000015731854,0.00004028118,0.009327084,0.3519868],"study_design_scores_gemma":[0.014415138,0.0002504676,0.96671873,0.013539135,0.000069805516,0.000017843557,0.0018532799,0.00016789061,0.00013028242,0.0000056794083,0.002730406,0.00010132],"about_ca_topic_score_codex":0.003855679,"about_ca_topic_score_gemma":0.021199131,"teacher_disagreement_score":0.35188547,"about_ca_system_score_codex":0.0002435765,"about_ca_system_score_gemma":0.00013622647,"threshold_uncertainty_score":0.9966614},"labels":[],"label_agreement":null},{"id":"W7117584473","doi":"10.29400/tjgeri.2025.466","title":"FRAILTY AND ASA SCORE AS INDEPENDENT PREDICTORS OF EARLY POSTOPERATIVE COGNITIVE DYSFUNCTION IN OLDER SURGICAL PATIENTS: A PROSPECTIVE COHORT STUDY","year":2025,"lang":"","type":"article","venue":"The Turkish Journal of Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"American society of anesthesiologists; Cognition; Perioperative; Prospective cohort study; Univariate analysis; Cognitive decline; Multivariate analysis; Postoperative cognitive dysfunction; Cognitive test","score_opus":0.009789737788317715,"score_gpt":0.271822231718446,"score_spread":0.2620324939301283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117584473","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871155,0.002926013,0.00006493183,0.00052104617,0.0024844394,0.0056329365,0.00008896204,0.000011784757,0.0011543811],"genre_scores_gemma":[0.9975201,0.0011004013,0.000014256475,0.00012510187,0.00041715484,0.000044303517,0.000011814376,0.00004227187,0.00072463625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9935959,0.001092434,0.0023116737,0.0006024249,0.0018643169,0.00053327775],"domain_scores_gemma":[0.9928315,0.0012539552,0.0016582956,0.00037929806,0.0035978626,0.00027904127],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026311048,0.000579946,0.0015561731,0.0009619044,0.00022021915,0.0001221627,0.0003988162,0.00038882464,0.00016653133],"category_scores_gemma":[0.0027667696,0.00040927366,0.0002663987,0.0018855821,0.0005314123,0.0005429984,0.0003437612,0.0022438795,0.000007121149],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008730644,0.004552801,0.95657635,0.00012455336,0.0018850742,0.00039282217,0.023967937,0.00002566306,0.00001640451,0.000033262568,0.0003969376,0.0032975532],"study_design_scores_gemma":[0.028362108,0.011914708,0.9423084,0.0016767087,0.002501767,0.00018490307,0.012265329,0.000025152163,0.00023884699,0.00019905645,0.000041563326,0.0002814055],"about_ca_topic_score_codex":0.0004218716,"about_ca_topic_score_gemma":0.000105015715,"teacher_disagreement_score":0.019631464,"about_ca_system_score_codex":0.00071086315,"about_ca_system_score_gemma":0.0011695942,"threshold_uncertainty_score":0.9998359},"labels":[],"label_agreement":null},{"id":"W7117803389","doi":"10.1016/j.jarlif.2025.100033","title":"Implementation and validation of the WHO ICOPE framework in Andorra: a nationwide pilot study","year":2025,"lang":"en","type":"article","venue":"Journal of Aging Research and Lifestyle","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Shandong Academy of Agricultural Sciences","keywords":"Value (mathematics); Scalability; Scale (ratio); Component (thermodynamics); Embedding; Work (physics)","score_opus":0.05626044271272178,"score_gpt":0.43376239266608524,"score_spread":0.37750194995336345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117803389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99294597,0.0006037679,0.00005310066,0.0056843986,0.00006788325,0.000374715,0.000001163351,0.0000015933592,0.00026738658],"genre_scores_gemma":[0.9990108,0.00019143551,0.0002669878,0.00009993894,0.000066254426,0.000004914141,5.7654216e-7,0.0000039488336,0.00035511915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998853,0.00019657768,0.00031941003,0.0000820509,0.00043105663,0.00011788057],"domain_scores_gemma":[0.998902,0.00044774826,0.00010481735,0.00010368207,0.00038904723,0.000052711857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017606345,0.000047092628,0.00015590667,0.00038277614,0.0000762181,0.00003866337,0.00007215023,0.00001901088,0.000011628112],"category_scores_gemma":[0.0009350159,0.000031831187,0.00001443217,0.00046003383,0.000068572845,0.00012302554,0.00007063609,0.00040939506,1.9836747e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016615458,0.00036649388,0.98907024,0.000104684616,0.00003825037,0.000007676196,0.0015253733,0.0000032566768,0.0008544831,0.00018714355,0.0011745008,0.0065017683],"study_design_scores_gemma":[0.002472758,0.0019571625,0.98226595,0.001156276,0.000023227687,0.000027843125,0.005799306,0.00002081812,0.00383047,0.0021612952,0.00025759844,0.000027274826],"about_ca_topic_score_codex":0.00024570414,"about_ca_topic_score_gemma":0.0001536789,"teacher_disagreement_score":0.0068042446,"about_ca_system_score_codex":0.0000483504,"about_ca_system_score_gemma":0.00027751926,"threshold_uncertainty_score":0.17786406},"labels":[],"label_agreement":null},{"id":"W7118066869","doi":"10.1093/geroni/igaf122.2370","title":"Frailty is Linked to a Lower Subjective Life Expectancy Among Korean Middle-Aged and Older Adults","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Life expectancy; Propensity score matching; Health and Retirement Study; Homogeneous; Longitudinal study; Matching (statistics); Expectancy theory; Perception","score_opus":0.022087644268791985,"score_gpt":0.2918200027337602,"score_spread":0.2697323584649682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118066869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98529714,0.00013592755,0.0016277632,0.006490633,0.00040844097,0.0009368041,0.000006504712,0.00012926123,0.0049675256],"genre_scores_gemma":[0.9891515,0.0000066149105,0.0012140399,0.0076637957,0.00012245355,0.00011983052,0.000026022195,0.000027474727,0.0016682785],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982246,0.000039669183,0.0006495581,0.00050816836,0.0002662023,0.00031176076],"domain_scores_gemma":[0.9989303,0.00013027439,0.00012276781,0.00035966528,0.0003708799,0.000086123946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002975177,0.00021426787,0.0003221327,0.0010923536,0.00008404092,0.000047266396,0.00009799354,0.00014120166,0.00008682393],"category_scores_gemma":[0.0010837518,0.00022244074,0.0000335552,0.0030017716,0.00006978524,0.00019943471,0.000090350244,0.0004180694,0.000014890691],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039453158,0.00023112757,0.93319863,0.0003687989,0.00009898854,0.00006281266,0.03711058,0.0000061435912,0.0045526335,0.00083972473,0.006851645,0.016284391],"study_design_scores_gemma":[0.0037264596,0.00007155391,0.9857006,0.003351117,0.000018952653,0.000004707001,0.0028389094,0.00035202532,0.0030302722,0.00037623887,0.00031222968,0.00021694874],"about_ca_topic_score_codex":0.000350896,"about_ca_topic_score_gemma":0.00017552882,"teacher_disagreement_score":0.05250196,"about_ca_system_score_codex":0.00017865075,"about_ca_system_score_gemma":0.00012227308,"threshold_uncertainty_score":0.907087},"labels":[],"label_agreement":null},{"id":"W7118069102","doi":"10.1093/geroni/igaf122.2378","title":"Prognostic accuracy of frailty &amp; vulnerability screening in older ED patients: a systematic review &amp; meta-analysis","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Health Network; University of Toronto","funders":"","keywords":"Triage; Emergency department; Vulnerability (computing); Limiting; MEDLINE; Receiver operating characteristic; Risk assessment","score_opus":0.08620117822328865,"score_gpt":0.3834098954874486,"score_spread":0.2972087172641599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118069102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88637894,0.02252632,0.066386536,0.011072503,0.00022032285,0.011930837,0.00004975646,0.00018634659,0.0012484199],"genre_scores_gemma":[0.9908809,0.00006470301,0.005529433,0.002177164,0.000009261395,0.0005968409,0.00032693488,0.000015878226,0.00039886872],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99555117,0.00042565571,0.0027502216,0.00045848187,0.0005521967,0.0002622954],"domain_scores_gemma":[0.9958297,0.0011666904,0.0008721288,0.00093959115,0.0011615525,0.000030318093],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0028813102,0.00024407308,0.002048173,0.0017915892,0.000038729304,0.000024035307,0.00019604407,0.00009235734,0.00026498624],"category_scores_gemma":[0.024200797,0.00020378288,0.00033071698,0.010791544,0.000054869815,0.00023440497,0.00008975454,0.00041527164,0.000011362799],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028255772,0.00067216577,0.74583405,0.23313497,0.017015409,0.0000035045616,0.0010517467,0.00036194766,0.00013482186,0.00042856092,0.00068033894,0.00065420725],"study_design_scores_gemma":[0.0042425515,0.000043333992,0.725482,0.14495091,0.12202254,0.0000042897746,0.00025312146,0.0012391701,0.00018081951,0.00065921317,0.00029221168,0.00062983326],"about_ca_topic_score_codex":0.00030117144,"about_ca_topic_score_gemma":0.00027720706,"teacher_disagreement_score":0.10500713,"about_ca_system_score_codex":0.00015692704,"about_ca_system_score_gemma":0.00010687255,"threshold_uncertainty_score":0.9840188},"labels":[],"label_agreement":null},{"id":"W7118069902","doi":"10.1093/geroni/igaf122.3873","title":"A Scoping Review of Cognitive Screening Among Older Adults With Heart Disease","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cognition; Health care; Rehabilitation; Cognitive impairment; Disease; Heart disease; MEDLINE; Health screening","score_opus":0.018876660044679566,"score_gpt":0.3308113195607477,"score_spread":0.31193465951606814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118069902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96386224,0.006886487,0.016075863,0.007911322,0.0000952355,0.002826273,0.0000072351168,0.00008987072,0.0022454634],"genre_scores_gemma":[0.9921642,0.00015065135,0.0014221,0.005866072,0.000026661746,0.00012163324,0.00007409162,0.000013609994,0.00016099989],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.99873585,0.000036675156,0.0005846151,0.00023689463,0.00024492806,0.0001610194],"domain_scores_gemma":[0.99886185,0.00015965788,0.00017053659,0.00017747369,0.0005978378,0.0000326308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034971655,0.0001137401,0.0002970376,0.0005044242,0.00003278326,0.00000930734,0.000045134624,0.000028614522,0.000048449885],"category_scores_gemma":[0.0012555019,0.00010506782,0.000024101593,0.0024191681,0.000078845806,0.00015819658,0.000034208282,0.00018654074,0.000001990621],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021667717,0.00010604121,0.93523604,0.05200768,0.000031791922,0.000028070888,0.00062929955,0.00000965325,0.000074890995,0.00024144686,0.0004871724,0.010931247],"study_design_scores_gemma":[0.0015379572,0.000019159534,0.40626258,0.5912894,0.000032999647,0.0000022187162,0.00023370043,0.00013568437,0.00040068474,0.000014893793,0.0000062714876,0.00006447222],"about_ca_topic_score_codex":0.000052697418,"about_ca_topic_score_gemma":0.000014240676,"teacher_disagreement_score":0.5392817,"about_ca_system_score_codex":0.000039920393,"about_ca_system_score_gemma":0.00020428859,"threshold_uncertainty_score":0.42845413},"labels":[],"label_agreement":null},{"id":"W7118070359","doi":"10.1093/geroni/igaf122.2377","title":"Prevalence of frailty in Brazilian older adults: a systematic review and meta-analysis update","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public health; Sample size determination; Frailty Index; Frailty syndrome; MEDLINE; Epidemiology; Systematic review; Older people","score_opus":0.029244962095956957,"score_gpt":0.33578066995276123,"score_spread":0.3065357078568043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118070359","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64450336,0.2661191,0.006861383,0.06677309,0.00016326169,0.011995284,0.000106343825,0.00017955774,0.0032986493],"genre_scores_gemma":[0.99280596,0.00066514395,0.00085626956,0.0043504015,0.000002477431,0.00019441773,0.000019769412,0.0000073719266,0.001098207],"study_design_codex":"systematic_review","study_design_gemma":"observational","domain_scores_codex":[0.9978995,0.00011274129,0.0013510353,0.00028402972,0.00021753754,0.00013520333],"domain_scores_gemma":[0.99879014,0.00012064348,0.0003301558,0.00043758706,0.0003054013,0.000016040387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011260624,0.00013401166,0.0012697087,0.0012504677,0.000013982008,0.000010250234,0.00010503173,0.000051206483,0.00017361375],"category_scores_gemma":[0.0010315584,0.00011010389,0.00010942385,0.005867169,0.00004136527,0.00013293113,0.000047102625,0.00017742575,0.0000030761692],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014071671,0.00012152442,0.068264924,0.91729563,0.010561778,0.0000119261595,0.0010617763,0.000021320018,0.00009266872,0.0020146235,0.00029899378,0.00024073884],"study_design_scores_gemma":[0.0036246027,0.000050642182,0.4013566,0.20132385,0.3877652,0.000020515095,0.00073917216,0.0024891312,0.001138693,0.0009371739,0.000042161366,0.00051224086],"about_ca_topic_score_codex":0.00009026017,"about_ca_topic_score_gemma":0.000059585065,"teacher_disagreement_score":0.71597177,"about_ca_system_score_codex":0.00006221663,"about_ca_system_score_gemma":0.000045782865,"threshold_uncertainty_score":0.4489906},"labels":[],"label_agreement":null},{"id":"W7118071333","doi":"10.1093/geroni/igaf122.2090","title":"Dignity of Risk Education With Healthcare Staff: Preliminary Results, Lessons Learned, and Future Directions","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Department of Agriculture; Nova Scotia Hospital; Nova Scotia Health Authority","funders":"","keywords":"Dignity; Autonomy; Health care; Risk management; Participatory action research; Risk assessment; Value (mathematics); Citizen journalism","score_opus":0.028997307942819565,"score_gpt":0.3522260348424133,"score_spread":0.32322872689959375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118071333","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9068842,0.0008195123,0.00041131247,0.08729798,0.0003238025,0.00041294866,0.00004463143,0.00006524346,0.0037403617],"genre_scores_gemma":[0.9961923,0.0004885203,0.0021484103,0.00027164363,0.000115671544,0.000034045013,0.00012749582,0.000009299742,0.000612655],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9990821,0.000057002082,0.00039732605,0.0002187508,0.00013283183,0.00011197736],"domain_scores_gemma":[0.99899566,0.00011179822,0.00019308542,0.00022540893,0.0004520654,0.000021955535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030834705,0.000087803935,0.0001555229,0.00060439395,0.000089815985,0.000012068573,0.00003582306,0.000067866014,0.0000033183753],"category_scores_gemma":[0.00038656578,0.0000813069,0.00001015272,0.0020321766,0.000057971512,0.00011086956,0.000024106857,0.0003246435,5.6059974e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077299995,0.00038301217,0.17284901,0.0006125898,0.000040142528,0.0000027992264,0.0071120304,0.000027490403,0.0003560565,0.014602918,0.001900537,0.8013404],"study_design_scores_gemma":[0.0020510172,0.0002811246,0.95496076,0.0017146779,0.000045935212,0.00001720815,0.010370611,0.00014313404,0.0011278731,0.0022759973,0.02689239,0.00011927347],"about_ca_topic_score_codex":0.0009105482,"about_ca_topic_score_gemma":0.00030635443,"teacher_disagreement_score":0.80122113,"about_ca_system_score_codex":0.00010771817,"about_ca_system_score_gemma":0.00038418366,"threshold_uncertainty_score":0.3315599},"labels":[],"label_agreement":null},{"id":"W7118074226","doi":"10.1093/geroni/igaf122.2086","title":"A Frailty-Based Plasma Proteomic Signature Capturing Overall Health and Well-Being in Older Adults","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute of Aging","funders":"","keywords":"Cohort; Grip strength; Frailty Index; Dementia; Cohort study; Vulnerability (computing); Adverse effect; Diabetes mellitus","score_opus":0.010074651954655536,"score_gpt":0.2822372492585411,"score_spread":0.2721625973038856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118074226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9784773,0.00013911977,0.0011407748,0.016931076,0.00018168651,0.0011660743,0.0000012912465,0.000086855674,0.0018758],"genre_scores_gemma":[0.98918974,0.0000069916705,0.0027738055,0.007383558,0.000051780306,0.00009089463,0.0000555657,0.000021586417,0.00042608017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99833614,0.000051734107,0.000675443,0.00039348268,0.00020667887,0.00033655445],"domain_scores_gemma":[0.99938875,0.00008986631,0.00015313395,0.00021231714,0.000110537214,0.000045398512],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004416698,0.00018127557,0.00030046614,0.0012965902,0.000058929643,0.00003468016,0.00007374461,0.00013598803,0.000018703446],"category_scores_gemma":[0.00029805163,0.00019195199,0.00001952632,0.001580787,0.000035041456,0.00014454249,0.000044023047,0.0006854308,0.0000034506427],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00076919456,0.00040768835,0.8858694,0.0050309333,0.000048323425,0.00016098142,0.02975773,0.0017196396,0.011353425,0.009428949,0.0018141594,0.053639576],"study_design_scores_gemma":[0.028860874,0.00018934191,0.8616654,0.028332148,0.000014471694,0.000032676213,0.0017334997,0.052394487,0.020802,0.0033850602,0.0019410826,0.00064891647],"about_ca_topic_score_codex":0.0004377224,"about_ca_topic_score_gemma":0.0001320477,"teacher_disagreement_score":0.05299066,"about_ca_system_score_codex":0.00046499437,"about_ca_system_score_gemma":0.00047556692,"threshold_uncertainty_score":0.7827575},"labels":[],"label_agreement":null},{"id":"W7118075534","doi":"10.1093/geroni/igaf122.2372","title":"Initial Damage and Frailty: Going to Sleep Hungry in Childhood","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Psychological resilience; Frailty Index; Sleep deprivation; Robustness (evolution); Longitudinal data; Longevity; Longitudinal study","score_opus":0.01964233181937443,"score_gpt":0.3286442355338216,"score_spread":0.3090019037144472,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118075534","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696816,0.0000600653,0.0014232605,0.013322938,0.00023240686,0.00034393626,0.0000020546393,0.000055255932,0.01487849],"genre_scores_gemma":[0.98962635,0.0000029712949,0.0020310422,0.007730573,0.00007966945,0.000029219867,0.000022959934,0.000012268397,0.0004649309],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894303,0.00002430426,0.00045733305,0.00024164596,0.00013670282,0.00019696995],"domain_scores_gemma":[0.9995782,0.000084861145,0.000047594844,0.00017672312,0.00008728337,0.000025340762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003572808,0.00010343068,0.00018213977,0.0013140521,0.000038189013,0.000030930725,0.00006087298,0.000066771936,0.000025350111],"category_scores_gemma":[0.00066433667,0.00011736956,0.0000097396105,0.0026410795,0.000024451772,0.0001443975,0.00008607287,0.0003115214,0.000015201996],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000065762455,0.00017942951,0.7177453,0.00022675317,0.000028395272,0.00011599668,0.008357801,0.00010933578,0.011704638,0.00986625,0.0022114743,0.24938887],"study_design_scores_gemma":[0.0024172766,0.000036818918,0.9864822,0.0012580348,0.000006646446,0.0000093813405,0.0005017526,0.0008658095,0.0037097523,0.0013644313,0.0032186757,0.00012922824],"about_ca_topic_score_codex":0.00008143938,"about_ca_topic_score_gemma":0.00011702765,"teacher_disagreement_score":0.2687369,"about_ca_system_score_codex":0.00011695633,"about_ca_system_score_gemma":0.000073492796,"threshold_uncertainty_score":0.47861916},"labels":[],"label_agreement":null},{"id":"W7118079965","doi":"10.1093/geroni/igaf122.1089","title":"Health Care Use and Physical, Psychological, Cognitive, and Social Frailty in Community-Living Adults 45-85","year":2025,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke; University of Saskatchewan; University of Calgary; University of Toronto; McMaster University","funders":"","keywords":"Frailty Index; Logistic regression; Healthy aging; Cohort; Association (psychology); Cohort study; Physical health; Health care; Physical activity","score_opus":0.05627795142036022,"score_gpt":0.3888750464571891,"score_spread":0.3325970950368289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7118079965","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935742,0.00012909023,0.00017158654,0.0049858387,0.00007581301,0.00042609073,0.000012502409,0.00005323643,0.0005716139],"genre_scores_gemma":[0.9941498,0.000027426673,0.00038142782,0.0052253893,0.00004304805,0.000030873667,0.00007851571,0.000010610335,0.000052884094],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988157,0.00021175694,0.0003949463,0.00023438754,0.00012620773,0.00021695711],"domain_scores_gemma":[0.9990517,0.00038080628,0.00010690221,0.00012826076,0.00030875625,0.000023582754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003747808,0.00013040034,0.0002989068,0.00049423927,0.00020433665,0.000053860433,0.000051876577,0.000081960425,0.0000039370116],"category_scores_gemma":[0.0010504383,0.00013470466,0.000010833793,0.0017490775,0.00018107519,0.0001907391,0.00010125437,0.0007783678,0.0000010199003],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013289953,0.0004487208,0.7917352,0.0009241492,0.000020638126,0.00001128596,0.074863456,0.0000013287008,0.00055497966,0.0017902772,0.0009405228,0.12857658],"study_design_scores_gemma":[0.002514785,0.00011419496,0.9767028,0.0027389012,0.0000061974415,0.00000520019,0.017081585,0.00018384072,0.000058390062,0.00025285216,0.00023089725,0.000110337125],"about_ca_topic_score_codex":0.00087153626,"about_ca_topic_score_gemma":0.00065255,"teacher_disagreement_score":0.18496765,"about_ca_system_score_codex":0.00012274044,"about_ca_system_score_gemma":0.00006236173,"threshold_uncertainty_score":0.5493097},"labels":[],"label_agreement":null},{"id":"W7119248317","doi":"","title":"Frailty in the elderly: screening possibilities in Primary Health Care","year":2022,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Frailty Index; Primary care; Vulnerability (computing); Primary health care; Scale (ratio); Index (typography); Correlation; Fragility","score_opus":0.028900744600484828,"score_gpt":0.27542450858616113,"score_spread":0.2465237639856763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119248317","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7526338,0.0044214544,0.00051708345,0.14496164,0.00095055485,0.002791617,0.00018593913,0.00042494733,0.093112946],"genre_scores_gemma":[0.9926128,0.00005922333,0.0025886577,0.0029493484,0.00028161868,0.0006366666,0.0004931943,0.00005172557,0.0003267824],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99511796,0.00096495694,0.00092597416,0.00077114813,0.0013496103,0.0008703657],"domain_scores_gemma":[0.9980563,0.00037542568,0.00028538986,0.0008289255,0.00017752351,0.00027642713],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013339806,0.0003860587,0.0006139589,0.00069067575,0.00072823884,0.000106757216,0.0006777279,0.00021006791,0.00006994891],"category_scores_gemma":[0.00042073897,0.0003416063,0.00020645863,0.0012739477,0.000031046846,0.00028199278,0.00034991803,0.001641203,0.000003816263],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037068808,0.0056187967,0.051376577,0.0022204034,0.0003732005,0.00426152,0.20994028,0.002081362,0.0016813974,0.61034334,0.017171094,0.09122513],"study_design_scores_gemma":[0.0037784502,0.00065120467,0.10986811,0.00024653765,0.00003137606,0.0026791221,0.018270258,0.00015961638,0.00005905431,0.00024609783,0.86358345,0.00042675593],"about_ca_topic_score_codex":0.000032712927,"about_ca_topic_score_gemma":0.0011900509,"teacher_disagreement_score":0.8464123,"about_ca_system_score_codex":0.002575729,"about_ca_system_score_gemma":0.0015592055,"threshold_uncertainty_score":0.9999036},"labels":[],"label_agreement":null},{"id":"W7119260364","doi":"","title":"Frailty and sociodemographic and health factors, and social support network in the brazilian elderly: A longitudinal study","year":2022,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Longitudinal study; Social support; Depression (economics); Mental health; Depressive symptoms; Activities of daily living; Elderly people; Descriptive research","score_opus":0.04757977550518889,"score_gpt":0.29745188041385984,"score_spread":0.24987210490867096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119260364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93654794,0.00079551054,0.00005177782,0.05939713,0.00023628383,0.0012318034,0.000046304838,0.00011197263,0.0015812755],"genre_scores_gemma":[0.99789447,0.000113350616,0.0003034132,0.0008832973,0.00030475322,0.00025265917,0.00014776431,0.000036599617,0.00006372492],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964345,0.0006678224,0.0005998761,0.0007554372,0.00085623696,0.0006861303],"domain_scores_gemma":[0.9987624,0.00024415256,0.0002529368,0.00034475827,0.00009531728,0.000300431],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015368449,0.0003825143,0.00060378446,0.00031504175,0.001788564,0.00016139807,0.00026317744,0.00017992916,0.000031076626],"category_scores_gemma":[0.00010151927,0.0003145782,0.00010208815,0.00066809735,0.00006553725,0.00020605695,0.00036739596,0.0011179706,4.5713415e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033864906,0.0014309598,0.8483165,0.00020026973,0.00024811365,0.0003934862,0.032618716,0.000007744675,0.00003779969,0.10852759,0.0034529925,0.0044271955],"study_design_scores_gemma":[0.002468124,0.0008445337,0.7719523,0.000034829023,0.00008264227,0.0018909139,0.007627162,0.0000558168,0.0000016500763,0.00028598777,0.2144951,0.00026098714],"about_ca_topic_score_codex":0.000019302293,"about_ca_topic_score_gemma":0.0015305149,"teacher_disagreement_score":0.2110421,"about_ca_system_score_codex":0.00032547404,"about_ca_system_score_gemma":0.00044346263,"threshold_uncertainty_score":0.9999306},"labels":[],"label_agreement":null},{"id":"W7119403295","doi":"","title":"The effect of ground pilates training in fragile institutionalized elderly people at risk of fragilization","year":2022,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Elderly people; Vulnerability (computing); Frailty Index; Intervention (counseling); Older people; Grip strength; Activities of daily living; Frailty syndrome","score_opus":0.015137615069775144,"score_gpt":0.263558916992453,"score_spread":0.24842130192267783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119403295","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97147316,0.0049247746,0.00032204087,0.001751968,0.0033092801,0.00272825,0.0004952531,0.0001500066,0.01484529],"genre_scores_gemma":[0.9902385,0.0017443066,0.00020361658,0.0000246986,0.00031314895,0.00095777615,0.004966947,0.00013952945,0.0014115141],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9902968,0.0022809294,0.0026614917,0.0012611074,0.0024244492,0.0010752177],"domain_scores_gemma":[0.99096787,0.0036153195,0.0027738316,0.0011748186,0.0010426798,0.00042549593],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0028108459,0.0010516396,0.0019327555,0.0011386521,0.0016761116,0.00011317789,0.0010803484,0.0011758324,0.00032880326],"category_scores_gemma":[0.006759807,0.00091306365,0.0006919171,0.002545304,0.000108826236,0.00042617504,0.000357133,0.0020770833,0.00000964002],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.028565288,0.0031922716,0.1050582,0.009888222,0.0052279793,0.0006054331,0.1965173,0.012035043,0.019749438,0.5858081,0.0011567377,0.032196004],"study_design_scores_gemma":[0.022641474,0.004496424,0.18375342,0.005236435,0.003095308,0.0015576278,0.02292617,0.008488469,0.012000622,0.00062334916,0.7326806,0.0025000968],"about_ca_topic_score_codex":0.00007223907,"about_ca_topic_score_gemma":0.0055173314,"teacher_disagreement_score":0.7315239,"about_ca_system_score_codex":0.0024171937,"about_ca_system_score_gemma":0.0023200002,"threshold_uncertainty_score":0.9996236},"labels":[],"label_agreement":null},{"id":"W7119428279","doi":"","title":"Avaliação da qualidade de vida e fragilidade de pessoas idosas hospitalizadas em uma instituição de ensino","year":2024,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quality of life (healthcare); Context (archaeology); Palliative care; Quality (philosophy); Qualitative research","score_opus":0.024916726988520016,"score_gpt":0.28626188464593627,"score_spread":0.2613451576574163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7119428279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85729784,0.011519111,0.008874991,0.028398508,0.014518013,0.004883059,0.0009624446,0.0030041295,0.07054193],"genre_scores_gemma":[0.9688129,0.0012615356,0.005720382,0.0013879188,0.0039226594,0.0010513732,0.005638715,0.0007382395,0.011466272],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98319083,0.001827218,0.003509462,0.0036104976,0.0036394426,0.004222539],"domain_scores_gemma":[0.9891849,0.0011227936,0.0018075833,0.0027456223,0.0018793131,0.0032597573],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0027868384,0.002997017,0.002900749,0.0023325505,0.0018951624,0.0020655633,0.0024545726,0.0050145723,0.00044367358],"category_scores_gemma":[0.005288739,0.0032367508,0.0016599979,0.002641728,0.00015329981,0.0011125294,0.00070688484,0.005929704,0.00045001836],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0037750471,0.0056614974,0.007000881,0.010393461,0.005900152,0.014882645,0.1617819,0.0009889131,0.034411136,0.7154372,0.024740793,0.015026401],"study_design_scores_gemma":[0.0075180787,0.0010099577,0.026842551,0.011526682,0.0044259527,0.014104926,0.026213188,0.008414635,0.012515809,0.001956865,0.8803762,0.0050951084],"about_ca_topic_score_codex":0.000108557804,"about_ca_topic_score_gemma":0.0026379602,"teacher_disagreement_score":0.85563546,"about_ca_system_score_codex":0.008724019,"about_ca_system_score_gemma":0.010404597,"threshold_uncertainty_score":0.99940425},"labels":[],"label_agreement":null},{"id":"W7120279000","doi":"","title":"Quality of life and frailty syndrome in the elderly","year":2017,"lang":"pt","type":"dissertation","venue":"Digital Library of Theses and Dissertations  (Universidade de São Paulo)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quality of life (healthcare); Elderly people; Geriatric Depression Scale; Marital status; Older people; Activities of daily living; Affect (linguistics)","score_opus":0.028664776024044974,"score_gpt":0.28734793537132414,"score_spread":0.25868315934727915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120279000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9726043,0.0018100588,0.000014638669,0.0012716226,0.00009012397,0.0006818136,0.001477227,0.000027560332,0.022022676],"genre_scores_gemma":[0.9867891,0.0003983217,0.00010916859,0.00006862234,0.00001954971,0.0000131750785,0.0024679906,0.00004988183,0.010084169],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997777,0.00015903261,0.00075878337,0.00048867497,0.00045145364,0.0003650778],"domain_scores_gemma":[0.9968481,0.0011763385,0.00087927846,0.00072387763,0.00009928343,0.00027312603],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020111681,0.00044197522,0.00094557804,0.0005065564,0.00026634373,0.00029869625,0.0006441013,0.0003756113,0.00015659019],"category_scores_gemma":[0.0008390437,0.000383834,0.0002511404,0.00038589383,0.00037226433,0.0023325293,0.000076100485,0.00044597877,0.00000726702],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042071617,0.0024736861,0.7375123,0.010175784,0.0015053789,0.0004613629,0.11761667,0.000028579063,0.0011798047,0.035938155,0.00077109225,0.08813003],"study_design_scores_gemma":[0.0014695801,0.0007141027,0.80873686,0.0011620286,0.00014934312,0.000037373262,0.18506064,0.000095128926,0.0001146281,0.002005512,0.00012754576,0.00032726175],"about_ca_topic_score_codex":0.00044495403,"about_ca_topic_score_gemma":0.00049850164,"teacher_disagreement_score":0.08780276,"about_ca_system_score_codex":0.000015833573,"about_ca_system_score_gemma":0.00038658135,"threshold_uncertainty_score":0.99986136},"labels":[],"label_agreement":null},{"id":"W7120364266","doi":"","title":"Frailty assessment of institutionalized elderly","year":2013,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Frailty Index; Body mass index; Descriptive statistics; Elderly people; Data collection; Index (typography); Activities of daily living","score_opus":0.03089087035446266,"score_gpt":0.28896086100025364,"score_spread":0.258069990645791,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120364266","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30918625,0.003561661,0.019843044,0.09685358,0.007817665,0.006991878,0.00058475515,0.0011815734,0.55397964],"genre_scores_gemma":[0.9839603,0.00034896482,0.008366388,0.0005288723,0.0011535746,0.0006589047,0.0005858672,0.000137584,0.0042595663],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9913034,0.0008413722,0.0023314138,0.0014751406,0.0024892432,0.0015594757],"domain_scores_gemma":[0.9927899,0.00068414793,0.0012658667,0.0016861436,0.0021732731,0.0014006523],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010736185,0.0011189417,0.0016370732,0.0010042994,0.0007589962,0.00029554265,0.0011779063,0.0013851128,0.0016099323],"category_scores_gemma":[0.0016347413,0.0010971572,0.0007563687,0.0014697895,0.00014949415,0.0010967646,0.00051917863,0.0018144225,0.00019773375],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003620973,0.0035927643,0.007450306,0.0012921733,0.0013843359,0.00034152504,0.002299201,0.00021069247,0.016854102,0.94561255,0.013712727,0.0068875467],"study_design_scores_gemma":[0.0073410296,0.00075543934,0.11898583,0.0016888024,0.0006090518,0.0017789187,0.0009924426,0.0036400454,0.001841745,0.00056702306,0.86060077,0.0011988976],"about_ca_topic_score_codex":0.000023800725,"about_ca_topic_score_gemma":0.00015932471,"teacher_disagreement_score":0.94504553,"about_ca_system_score_codex":0.0019352206,"about_ca_system_score_gemma":0.0039000404,"threshold_uncertainty_score":0.9999113},"labels":[],"label_agreement":null},{"id":"W7120371144","doi":"","title":"Avaliação da síndrome da fragilidade no peri-operatório de cirurgia cardiovascular e adaptação transcultural da Clinical Frailty Scale Classification Tree ao português brasileiro","year":2024,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Checklist; MEDLINE; Data collection; Scale (ratio)","score_opus":0.06133161348975286,"score_gpt":0.31246773628134733,"score_spread":0.2511361227915945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120371144","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80275273,0.020472085,0.0052979933,0.019946296,0.03115979,0.0087267645,0.0019213246,0.0030491115,0.10667391],"genre_scores_gemma":[0.9611496,0.0024391862,0.0025393527,0.00041252188,0.005601717,0.0013847764,0.013167741,0.0006279392,0.012677204],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9802128,0.0023823483,0.005011259,0.004779428,0.004676088,0.0029380477],"domain_scores_gemma":[0.98862183,0.00078375754,0.0015288093,0.0037586535,0.00237333,0.0029336307],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.003170537,0.0029556027,0.0041442714,0.0014608533,0.0017268334,0.0018035294,0.0024231893,0.00549283,0.00056864024],"category_scores_gemma":[0.0026829343,0.0028974495,0.0044942577,0.0022908722,0.00024977626,0.0013438908,0.00038513745,0.0069271065,0.00071124284],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016472543,0.019902963,0.03601748,0.026563501,0.054873236,0.020837443,0.14473069,0.0017141335,0.18167986,0.27816427,0.042000905,0.17704298],"study_design_scores_gemma":[0.0080048535,0.0008814529,0.12321665,0.0048126853,0.006988876,0.0070346766,0.009836978,0.009751621,0.0017827695,0.00007810646,0.8237304,0.0038809367],"about_ca_topic_score_codex":0.00006949815,"about_ca_topic_score_gemma":0.0011182184,"teacher_disagreement_score":0.7817295,"about_ca_system_score_codex":0.0032450503,"about_ca_system_score_gemma":0.005500571,"threshold_uncertainty_score":0.99957275},"labels":[],"label_agreement":null},{"id":"W7120386020","doi":"","title":"Frailty and its association with mortality in older people of a Brazilian community","year":2016,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Older people; Test (biology); Association (psychology); Scale (ratio); Elderly people","score_opus":0.023792858151786472,"score_gpt":0.27909988061930746,"score_spread":0.255307022467521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120386020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9667669,0.0007898863,0.00019663128,0.005462465,0.0008886303,0.0018213021,0.00040854924,0.00015856826,0.023507055],"genre_scores_gemma":[0.99436796,0.000483674,0.00023161861,0.00011782641,0.0003080572,0.00035044007,0.0015962765,0.00013363219,0.0024105145],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99238515,0.0016115941,0.0017644342,0.0010806919,0.001949725,0.0012084065],"domain_scores_gemma":[0.9932693,0.0012386097,0.0019159775,0.0011277916,0.0017044634,0.000743836],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002169609,0.0010145472,0.0017574547,0.0009589847,0.0007301456,0.00013558647,0.00071283674,0.0019266324,0.00012181968],"category_scores_gemma":[0.0030619125,0.0008948734,0.00029455087,0.0012484399,0.00003634676,0.00067447993,0.00023638063,0.002589672,0.000016010987],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042757597,0.007831622,0.7211121,0.0093622515,0.003184401,0.00046010106,0.075596154,0.000042187887,0.02002803,0.15266156,0.0007330294,0.0047128173],"study_design_scores_gemma":[0.0075381803,0.0004771151,0.95219195,0.005377764,0.000744191,0.00039606073,0.0041317567,0.0002860404,0.004769552,0.00011449933,0.022908457,0.0010644448],"about_ca_topic_score_codex":0.00007308643,"about_ca_topic_score_gemma":0.015514837,"teacher_disagreement_score":0.23107986,"about_ca_system_score_codex":0.0023564962,"about_ca_system_score_gemma":0.0018932861,"threshold_uncertainty_score":0.9997114},"labels":[],"label_agreement":null},{"id":"W7120390067","doi":"","title":"Effects of different physical exercise modalities on physical and functional fitness variables of elderly people with and without frailty syndrome","year":2021,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Functional training; Elderly people; Frailty syndrome; Activities of daily living; Physical exercise; Physical fitness; Physical activity; Timed Up and Go test","score_opus":0.013319528681146747,"score_gpt":0.24314451860667202,"score_spread":0.22982498992552527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120390067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99360514,0.00114213,0.0003970465,0.0008355544,0.00069731445,0.0013884642,0.00018052559,0.000098681056,0.0016551567],"genre_scores_gemma":[0.9959137,0.00042241256,0.00030869612,0.000026923599,0.00038195943,0.0004917194,0.0012893227,0.00013777448,0.001027521],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9944767,0.00045305182,0.0009902477,0.0014318805,0.0018853834,0.0007627521],"domain_scores_gemma":[0.99529934,0.0012502739,0.0009835933,0.00075493276,0.0010620318,0.00064980006],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000230675,0.00117089,0.0025084321,0.0005993856,0.00043197357,0.00013611779,0.0003158357,0.0008164055,0.000021140422],"category_scores_gemma":[0.00057224836,0.000988433,0.00035499377,0.00067458634,0.00013466801,0.000339461,0.00020202807,0.00122837,0.0000017799159],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016136443,0.021360714,0.019810429,0.04781364,0.0060506305,0.0009344398,0.06744239,0.0004183193,0.074674666,0.7349051,0.00022500112,0.01022821],"study_design_scores_gemma":[0.022359466,0.00704131,0.81116104,0.036019735,0.007637139,0.0042673443,0.011768411,0.0063198395,0.083984815,0.0013248574,0.004667394,0.003448675],"about_ca_topic_score_codex":0.000013486175,"about_ca_topic_score_gemma":0.00017396917,"teacher_disagreement_score":0.7913506,"about_ca_system_score_codex":0.0003161908,"about_ca_system_score_gemma":0.0009038093,"threshold_uncertainty_score":0.9992566},"labels":[],"label_agreement":null},{"id":"W7120441996","doi":"","title":"Síndrome da fragilidade e possíveis fatores associados em pessoas idosas com diabetes mellitus","year":2024,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Descriptive statistics; Risk factor","score_opus":0.019394560814246866,"score_gpt":0.26841111226757575,"score_spread":0.24901655145332888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120441996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7700901,0.040917482,0.00070671085,0.059860777,0.031038426,0.007301145,0.002911421,0.0039809607,0.08319297],"genre_scores_gemma":[0.96855676,0.0013419986,0.00076327316,0.0006401805,0.0029437013,0.0010968146,0.010550519,0.00063794845,0.013468796],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98486745,0.0012729972,0.0033384957,0.0035884965,0.0037393444,0.0031932208],"domain_scores_gemma":[0.9899316,0.0014277763,0.0018579536,0.0024424435,0.002112243,0.002228003],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0016617748,0.0028127965,0.0032232143,0.0022262672,0.0017296441,0.001857577,0.002182011,0.004382283,0.000586145],"category_scores_gemma":[0.0031097105,0.002870625,0.0017434048,0.0026807098,0.00011349051,0.0010026396,0.0006909069,0.0055455053,0.00075867394],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024572138,0.0074443235,0.008255593,0.016009929,0.013117167,0.007697466,0.07762976,0.00021837362,0.018229937,0.78777736,0.0352833,0.025879573],"study_design_scores_gemma":[0.005345053,0.0008183702,0.021426637,0.008741157,0.0039545996,0.0017679407,0.010604755,0.0034287497,0.005406549,0.0013065878,0.9332907,0.0039088926],"about_ca_topic_score_codex":0.000017401699,"about_ca_topic_score_gemma":0.0007368639,"teacher_disagreement_score":0.8980074,"about_ca_system_score_codex":0.004073253,"about_ca_system_score_gemma":0.0033018144,"threshold_uncertainty_score":0.99974996},"labels":[],"label_agreement":null},{"id":"W7120500208","doi":"","title":"Frailty and risk of falls in the elderly of a primary health care unit","year":2019,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Fragility; Observational study; Diabetes mellitus; Disease; Health care; Occupational safety and health; Primary health care; Injury prevention","score_opus":0.02514924778178812,"score_gpt":0.2787566770420655,"score_spread":0.2536074292602774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120500208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9364474,0.014470953,0.00035277012,0.006461945,0.0016135009,0.003940498,0.0010132565,0.0001032477,0.03559647],"genre_scores_gemma":[0.9914945,0.0033791256,0.00087730703,0.00023444578,0.00025035202,0.00019197856,0.0028983005,0.0001076043,0.00056641694],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99216425,0.0015815201,0.0022602675,0.0011628298,0.0018860452,0.0009450584],"domain_scores_gemma":[0.99319136,0.0012075247,0.0025082745,0.0014262903,0.001228879,0.00043764937],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0015548505,0.0009217594,0.0019919658,0.0011077208,0.00040462735,0.000094420655,0.0010215347,0.0012966744,0.000029185981],"category_scores_gemma":[0.0012977883,0.00077946734,0.00044971632,0.001319703,0.00007580305,0.00031640046,0.00019502014,0.002203849,0.000007748857],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006864639,0.006213091,0.11677375,0.037110373,0.0034677577,0.00048422755,0.3791058,0.0003330591,0.0052261227,0.33664545,0.002028597,0.10574713],"study_design_scores_gemma":[0.011935702,0.0035388933,0.45272124,0.008643885,0.0015140085,0.0011592448,0.0812018,0.00030871332,0.0012143813,0.00011542678,0.43600717,0.001639547],"about_ca_topic_score_codex":0.00009507796,"about_ca_topic_score_gemma":0.002792819,"teacher_disagreement_score":0.43397856,"about_ca_system_score_codex":0.00092084263,"about_ca_system_score_gemma":0.0038992125,"threshold_uncertainty_score":0.9999999},"labels":[],"label_agreement":null},{"id":"W7120536446","doi":"","title":"Cross-Cultural Adaptation and Validation of the Edmontn Frail Scale (EFS) elderly frailty assessment scale.","year":2008,"lang":"pt","type":"dissertation","venue":"Digital Library of Theses and Dissertations of the University of São Paulo (Universidade de São Paulo)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Quality of life (healthcare); Sample (material); Context (archaeology); Adaptation (eye)","score_opus":0.016959563208034927,"score_gpt":0.248523025945137,"score_spread":0.23156346273710207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120536446","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99047637,0.00050116546,0.00014316502,0.0006655079,0.00020667451,0.0009380036,0.0021040519,0.000035558536,0.004929486],"genre_scores_gemma":[0.98482794,0.0005553097,0.0009823149,0.00002045554,0.00002238379,0.0000012597561,0.001329606,0.000047559628,0.012213154],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99732345,0.00019750501,0.0007311897,0.00055667997,0.00082778616,0.00036339747],"domain_scores_gemma":[0.9962373,0.00046258298,0.0016783227,0.0007578876,0.00063293095,0.00023097271],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012713311,0.0005231154,0.0009220239,0.00038926682,0.0006922608,0.0000995944,0.0009794965,0.0004651329,0.00017087978],"category_scores_gemma":[0.00017080315,0.00044809323,0.0006366316,0.0008371942,0.0012027979,0.003142208,0.0003349733,0.00048463815,0.0000026538262],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004589437,0.002829359,0.68027496,0.006069856,0.0024686907,0.000038443442,0.24777782,0.0033462085,0.023253756,0.001719667,0.0015452862,0.026086507],"study_design_scores_gemma":[0.0021174627,0.00054321386,0.6772587,0.001932912,0.00077176385,0.000022037422,0.3014245,0.001238343,0.013825453,0.0003729851,0.00011635015,0.0003762886],"about_ca_topic_score_codex":0.0006808952,"about_ca_topic_score_gemma":0.0006289003,"teacher_disagreement_score":0.0536467,"about_ca_system_score_codex":0.00008409889,"about_ca_system_score_gemma":0.00055944093,"threshold_uncertainty_score":0.9997971},"labels":[],"label_agreement":null},{"id":"W7120557614","doi":"","title":"Evalution of domains of intrinsic capacity in elderly people in the community of Marília-SP","year":2022,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Healthy aging; Elderly people; Scale (ratio); Cognition","score_opus":0.035014474552829356,"score_gpt":0.27763190087189654,"score_spread":0.2426174263190672,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120557614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812074,0.00088649144,0.00009420883,0.002336751,0.001117282,0.0019613095,0.00037506377,0.00004531751,0.0119761955],"genre_scores_gemma":[0.9962302,0.00041656708,0.0004495223,0.00005680864,0.00013266776,0.00042453824,0.0020770913,0.000076657336,0.00013593648],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9887801,0.0042601563,0.0029569867,0.0007565591,0.0024231414,0.0008230667],"domain_scores_gemma":[0.9926829,0.0018969587,0.0023602229,0.0017273474,0.0010955541,0.00023706623],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004274827,0.00077916525,0.0018819728,0.0018496303,0.00047590915,0.000040925912,0.0016405667,0.0010607756,0.00014865676],"category_scores_gemma":[0.0033862272,0.00073681405,0.00054815336,0.0030859483,0.00010533292,0.000332282,0.00032681425,0.0036869608,0.0000025357833],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0071345284,0.019476525,0.064215034,0.013193815,0.001127439,0.0002830211,0.26645422,0.0011140127,0.02739084,0.5883072,0.0005532304,0.010750157],"study_design_scores_gemma":[0.01043344,0.002232144,0.858779,0.004774077,0.00086756615,0.00088398135,0.0699388,0.0007592601,0.006178458,0.00084998173,0.043119643,0.0011836042],"about_ca_topic_score_codex":0.0004704764,"about_ca_topic_score_gemma":0.023448918,"teacher_disagreement_score":0.794564,"about_ca_system_score_codex":0.0015893165,"about_ca_system_score_gemma":0.0018649023,"threshold_uncertainty_score":0.99950826},"labels":[],"label_agreement":null},{"id":"W7120650334","doi":"","title":"The longitudinal use of geriatric assessment in an oncology center in Brazil : a pilot study in patients with breast cancer","year":2015,"lang":"pt","type":"dissertation","venue":"Digital Library of Theses and Dissertations of the University of São Paulo (Universidade de São Paulo)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Breast cancer; Longitudinal study; Activities of daily living; Geriatric oncology; Quality of life (healthcare)","score_opus":0.019310507914057105,"score_gpt":0.2692098799667968,"score_spread":0.24989937205273968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120650334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99562585,0.00011043847,0.000003079169,0.00036791604,0.00008914676,0.0014727622,0.0018511724,0.00000973793,0.00046986388],"genre_scores_gemma":[0.9982722,0.000118342265,0.00011376345,0.000009643018,0.000006460002,0.0000025599616,0.0006007542,0.000035953122,0.0008403224],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99759686,0.00033171164,0.0006517137,0.00046132598,0.00058364286,0.00037477288],"domain_scores_gemma":[0.99731904,0.0004907813,0.001053656,0.0005741384,0.00038222517,0.00018018355],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018193893,0.00039243913,0.00092904863,0.0008904891,0.00014131723,0.00004687017,0.0008097941,0.00017613194,0.0000581636],"category_scores_gemma":[0.00007116697,0.00031854465,0.00014152101,0.0012623472,0.00035481883,0.0024249814,0.00025285812,0.00047839276,5.988077e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011376537,0.007906181,0.9498755,0.00038844,0.00031888447,0.000047798192,0.026597818,0.0006438025,0.000041067367,0.000072241644,0.00006412427,0.0026676515],"study_design_scores_gemma":[0.006203443,0.0032900122,0.76335406,0.0011067924,0.00024132963,0.0000029015803,0.22528212,0.00023330051,0.000014511633,0.000055630877,0.00000834747,0.00020754976],"about_ca_topic_score_codex":0.0038935519,"about_ca_topic_score_gemma":0.04953207,"teacher_disagreement_score":0.1986843,"about_ca_system_score_codex":0.0002620131,"about_ca_system_score_gemma":0.0010233804,"threshold_uncertainty_score":0.9999267},"labels":[],"label_agreement":null},{"id":"W7120678491","doi":"","title":"The identification of the frailty syndrome in the mild cognitive impairment in elderly: characterization neuropsychological","year":2017,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Frailty syndrome; Cognitive impairment; Neuropsychology; Cognition; Elderly people; Older people","score_opus":0.029927287217394644,"score_gpt":0.2921329259816041,"score_spread":0.2622056387642095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120678491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95485324,0.00053770375,0.00014462975,0.02934839,0.0034905681,0.0041765976,0.00024527684,0.00006823518,0.0071353703],"genre_scores_gemma":[0.99421716,0.0006951058,0.000015676322,0.00026416947,0.0003021871,0.001015214,0.0016552688,0.00007778515,0.0017574088],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9915793,0.002048948,0.0023726153,0.0011873479,0.0018748526,0.00093692925],"domain_scores_gemma":[0.9934589,0.0011085451,0.002585252,0.0018144323,0.0008164664,0.00021640092],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0026149438,0.00080126995,0.00089316757,0.00051600253,0.0014695989,0.00046080578,0.0022286165,0.0011315221,0.00002807468],"category_scores_gemma":[0.003538728,0.00049999193,0.0004673896,0.0011762618,0.00014383168,0.00043544688,0.00019848769,0.002401237,0.000020693496],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.022369392,0.027141409,0.10517284,0.005790563,0.00296134,0.0042958045,0.1403975,0.00025765062,0.096844055,0.49127018,0.0018053063,0.10169394],"study_design_scores_gemma":[0.003039668,0.00034171095,0.9430722,0.0023139804,0.0002800573,0.0010612214,0.0034728681,0.00046151743,0.00092641753,0.00013937248,0.044399615,0.00049134705],"about_ca_topic_score_codex":0.000011755762,"about_ca_topic_score_gemma":0.0012461775,"teacher_disagreement_score":0.8378994,"about_ca_system_score_codex":0.00068856525,"about_ca_system_score_gemma":0.00094001327,"threshold_uncertainty_score":0.9999003},"labels":[],"label_agreement":null},{"id":"W7120692753","doi":"","title":"Intra-hospital immobility as adverse outcome in hospitalized senior health","year":2021,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Confusion; Logistic regression; Descriptive statistics; Emergency department; Multivariate analysis; Prospective cohort study; Descriptive research; Scale (ratio); University hospital","score_opus":0.018912575998130742,"score_gpt":0.28958318816221973,"score_spread":0.270670612164089,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120692753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.862681,0.005020493,0.00045489593,0.06456045,0.01479291,0.007057001,0.0006445613,0.0009316985,0.04385703],"genre_scores_gemma":[0.9804767,0.0010382923,0.0017709183,0.000993525,0.0011756337,0.0010155038,0.008072055,0.0003146098,0.005142796],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98526305,0.0017247105,0.004346562,0.003217399,0.002848177,0.002600087],"domain_scores_gemma":[0.9908983,0.000681816,0.0022377926,0.0023421156,0.0017505119,0.0020894588],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0022039977,0.0020544974,0.0033337832,0.0015366169,0.0009472917,0.00033682474,0.0013246618,0.002684458,0.0005893824],"category_scores_gemma":[0.0055985153,0.0022135982,0.0013072377,0.0024670938,0.00008332063,0.00085612683,0.00045126854,0.0041111372,0.00019151352],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0097881835,0.03340043,0.17925355,0.019092144,0.0051464336,0.019683292,0.12860408,0.00037946957,0.0042618383,0.5661193,0.007838657,0.02643263],"study_design_scores_gemma":[0.017537538,0.0018841391,0.3556546,0.007426667,0.00088953075,0.0030548002,0.027182024,0.0008111979,0.0013413433,0.00027734868,0.5798469,0.004093876],"about_ca_topic_score_codex":0.00010392601,"about_ca_topic_score_gemma":0.0025965993,"teacher_disagreement_score":0.5720083,"about_ca_system_score_codex":0.006272418,"about_ca_system_score_gemma":0.0077257887,"threshold_uncertainty_score":0.9992197},"labels":[],"label_agreement":null},{"id":"W7120699208","doi":"","title":"Impacto da fragilidade em desfechos clínicos, funcionais e fisiológicos de indivíduos com doença cardiorrespiratória crônica","year":2019,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Disease; Data collection; Blood pressure; Quality (philosophy)","score_opus":0.026208167663306234,"score_gpt":0.27694778454233776,"score_spread":0.2507396168790315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120699208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8774104,0.008596992,0.0064913775,0.015382552,0.016986176,0.01151086,0.0033104832,0.0023401123,0.057971016],"genre_scores_gemma":[0.97514015,0.00081916456,0.0015918303,0.001345668,0.0024932937,0.001239152,0.011343467,0.0006436468,0.005383645],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9821872,0.0021939792,0.0037285027,0.0036814713,0.0044103307,0.0037984792],"domain_scores_gemma":[0.98563397,0.0018611595,0.0025830953,0.0040254295,0.0027651354,0.0031311852],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002364634,0.0031223046,0.003767517,0.0022082601,0.001896327,0.0014132492,0.002982916,0.005558772,0.0009139552],"category_scores_gemma":[0.0053208834,0.0031660001,0.0021401057,0.0023702171,0.00010483498,0.0012900283,0.0008273358,0.0063937767,0.001114829],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.035868753,0.022243261,0.08963583,0.023555743,0.024072794,0.013144078,0.14639515,0.0035186356,0.086404234,0.35872966,0.10887801,0.08755384],"study_design_scores_gemma":[0.010890561,0.0013947597,0.07621046,0.0061177695,0.0029596698,0.00434766,0.0096949795,0.0033352377,0.0042200354,0.0001359098,0.8765292,0.004163764],"about_ca_topic_score_codex":0.000035723344,"about_ca_topic_score_gemma":0.0005639023,"teacher_disagreement_score":0.7676512,"about_ca_system_score_codex":0.006472248,"about_ca_system_score_gemma":0.008098768,"threshold_uncertainty_score":0.99999934},"labels":[],"label_agreement":null},{"id":"W7120727442","doi":"","title":"Frailty in institutionalized aged individuals: application of the Edmonton Frail Scale associated with functional independence","year":2014,"lang":"pt","type":"dissertation","venue":"Digital Library of Theses and Dissertations of the University of São Paulo (Universidade de São Paulo)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Test (biology); Older people; Geriatric Depression Scale; Activities of daily living; Mental health","score_opus":0.010705270029148027,"score_gpt":0.2081633938099676,"score_spread":0.19745812378081956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120727442","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99257606,0.00021953968,0.00043696133,0.0004703938,0.000092067734,0.0009736005,0.001865923,0.000027303036,0.003338123],"genre_scores_gemma":[0.9929953,0.00006289575,0.00020904228,0.000031699146,0.000011760977,0.0000024041726,0.0018551904,0.00003415017,0.0047975164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99741393,0.00023698276,0.0006036064,0.00047621568,0.00096567074,0.0003035624],"domain_scores_gemma":[0.9964296,0.0006681241,0.0016948611,0.0006786846,0.00037775974,0.00015096794],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022559584,0.00041160514,0.00084157387,0.00050473347,0.00035674078,0.000031755542,0.0010478073,0.0004965792,0.00014672847],"category_scores_gemma":[0.00036964164,0.00034817043,0.00040600446,0.0012832326,0.000826453,0.0014089367,0.00025975867,0.00057193614,0.0000028022791],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035580879,0.002159418,0.93120253,0.0016858657,0.0014027202,0.0000103755665,0.047059696,0.002432415,0.0036473363,0.0028159085,0.00045378838,0.0035718724],"study_design_scores_gemma":[0.0031015954,0.00026851488,0.8981697,0.0028460263,0.00059639954,0.0000061475016,0.09069726,0.0009201227,0.00222471,0.00079746026,0.0000722978,0.00029975997],"about_ca_topic_score_codex":0.0007272778,"about_ca_topic_score_gemma":0.0041759843,"teacher_disagreement_score":0.043637566,"about_ca_system_score_codex":0.00010905116,"about_ca_system_score_gemma":0.00078575005,"threshold_uncertainty_score":0.999897},"labels":[],"label_agreement":null},{"id":"W7120755428","doi":"","title":"Cross-cultural adaptation and validity of the \"Edmonton Frail Scale - EFS\" in a Brazilian elderly","year":2009,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Adaptation (eye); Quality of life (healthcare); Reliability (semiconductor); Measure (data warehouse)","score_opus":0.029490345798402023,"score_gpt":0.2818653547665555,"score_spread":0.25237500896815346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120755428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95827514,0.00023590343,0.00019375136,0.019329354,0.00030444795,0.0006021586,0.000024693258,0.000105841136,0.020928696],"genre_scores_gemma":[0.9970909,0.000068536385,0.0018263849,0.00027420608,0.00021066105,0.00004465082,0.00005603903,0.000021362388,0.0004072946],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99736935,0.00023346435,0.00068682886,0.0005311493,0.0007223289,0.00045685528],"domain_scores_gemma":[0.9982785,0.00014680276,0.0002966531,0.0005238212,0.0004802711,0.00027397563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045685627,0.00031189356,0.0004544151,0.00022041344,0.0002929494,0.00012237296,0.00031381275,0.00038124932,0.000020268335],"category_scores_gemma":[0.00081523054,0.0002408954,0.0001813358,0.0006282888,0.00006570727,0.0005241694,0.00009314061,0.00057861384,0.0000026442865],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031018693,0.0048187636,0.23964947,0.00097215583,0.0003430516,0.00044244598,0.030205842,0.0006679398,0.11976347,0.49544975,0.002243239,0.10234201],"study_design_scores_gemma":[0.00316355,0.00035507447,0.8183938,0.00042963657,0.00007539034,0.0009837695,0.00048437362,0.0009386311,0.0055167484,0.0005694197,0.16876616,0.00032341725],"about_ca_topic_score_codex":0.00000842791,"about_ca_topic_score_gemma":0.00071685493,"teacher_disagreement_score":0.57874435,"about_ca_system_score_codex":0.00039481116,"about_ca_system_score_gemma":0.00034079145,"threshold_uncertainty_score":0.98234296},"labels":[],"label_agreement":null},{"id":"W7120843810","doi":"","title":"Relationship between cognition, depressive symptoms and fragility in the elderly","year":2023,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geriatrics; Depression (economics); Cognition; Outpatient clinic; Geriatric Depression Scale; Population; Depressive symptoms; Observational study; Association (psychology)","score_opus":0.03478391390505922,"score_gpt":0.2880432757606585,"score_spread":0.2532593618555993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7120843810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94123095,0.001951473,0.0005286082,0.022178745,0.002143749,0.0035972872,0.00051090703,0.0005653027,0.02729295],"genre_scores_gemma":[0.988573,0.00020784097,0.00017621269,0.00022106658,0.0011562925,0.0009955474,0.00689058,0.00016757035,0.0016118839],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.991596,0.0016349012,0.0019026152,0.001693566,0.001926153,0.0012467781],"domain_scores_gemma":[0.99143726,0.0046037007,0.0010385902,0.0012385084,0.0010100915,0.00067184033],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0018830589,0.0010982068,0.0012451474,0.001211635,0.0013343819,0.00044446503,0.0009678447,0.0020823192,0.00004104651],"category_scores_gemma":[0.0067441277,0.0009823077,0.00038597238,0.002026765,0.00008617381,0.0005752498,0.00020855798,0.003334578,0.00008806451],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015150532,0.0020424472,0.5354767,0.0041008075,0.0014894312,0.0019767205,0.062519506,0.00006805796,0.0003996862,0.3713083,0.0032767188,0.015826577],"study_design_scores_gemma":[0.0038965866,0.00039713288,0.913821,0.0022260486,0.0012198278,0.00083712867,0.0068590827,0.00019102484,0.00013430475,0.001662276,0.06774063,0.0010149821],"about_ca_topic_score_codex":0.000017862289,"about_ca_topic_score_gemma":0.001261557,"teacher_disagreement_score":0.3783443,"about_ca_system_score_codex":0.00081326487,"about_ca_system_score_gemma":0.0012821108,"threshold_uncertainty_score":0.9999657},"labels":[],"label_agreement":null},{"id":"W7124163772","doi":"10.1097/phm.0000000000002902","title":"Prestroke Frailty and Functional Outcomes After Inpatient Stroke Rehabilitation","year":2025,"lang":"en","type":"article","venue":"American Journal of Physical Medicine & Rehabilitation","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Retrospective cohort study; Rehabilitation; Stroke (engine); Activities of daily living; MEDLINE","score_opus":0.007409764043222375,"score_gpt":0.29473154449056677,"score_spread":0.2873217804473444,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124163772","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9655431,0.00015653374,0.0010342442,0.032069985,0.00036338714,0.00042821237,0.000007960201,0.00002506504,0.0003715191],"genre_scores_gemma":[0.99163127,0.000002945962,0.006638689,0.0010101442,0.00034844008,0.00004399945,0.000007555619,0.00001774805,0.00029920516],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99765307,0.00021633093,0.00080944493,0.0002937681,0.0008093595,0.00021803842],"domain_scores_gemma":[0.9939937,0.004245922,0.0004482954,0.00028805184,0.00080206944,0.00022193333],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046325292,0.00023384189,0.00083393464,0.0004853376,0.00005436659,0.000010643612,0.00007418575,0.00004611579,0.00004301159],"category_scores_gemma":[0.005882785,0.00016596887,0.0002408956,0.0004725696,0.0012968836,0.00025704165,0.000037132446,0.00042367112,0.000004600055],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019873497,0.00075960776,0.49665734,0.00025982858,0.00023448849,0.0000076695105,0.0054627755,0.00006414961,0.0022445796,0.0013493869,0.0012693589,0.48970348],"study_design_scores_gemma":[0.0031748214,0.038917366,0.9474064,0.00082593644,0.00032359752,0.000017190163,0.003827493,0.0002519605,0.000032082015,0.0029947227,0.0021103455,0.00011804749],"about_ca_topic_score_codex":0.00006862997,"about_ca_topic_score_gemma":0.000007970173,"teacher_disagreement_score":0.48958543,"about_ca_system_score_codex":0.00021182148,"about_ca_system_score_gemma":0.000168948,"threshold_uncertainty_score":0.70426685},"labels":[],"label_agreement":null},{"id":"W7124375931","doi":"","title":"Application of perioperative graded management under the guidance of Edmonton Frailty Scale in elderly patients with hip fracture complicated with frailty","year":2024,"lang":"zh","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Hip fracture; Perioperative; Scale (ratio); Orthopedic surgery; Geriatrics; MEDLINE","score_opus":0.11220203436204576,"score_gpt":0.4745098688215222,"score_spread":0.36230783445947645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124375931","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95315254,0.025005944,0.0063048224,0.0020228063,0.0002865539,0.0057193357,0.00026163505,0.000055777244,0.0071905777],"genre_scores_gemma":[0.9952253,0.0024325312,0.00054293673,0.00044371252,0.00010250169,0.00028934993,0.00012621327,0.00013247988,0.00070497545],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9940831,0.00048207142,0.0018590258,0.001040897,0.0019178388,0.0006170371],"domain_scores_gemma":[0.99514306,0.00047185246,0.001565229,0.0014337247,0.0011089917,0.00027713255],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010232853,0.00076561404,0.001638108,0.00087034557,0.00021443405,0.000514103,0.0026149694,0.00027714143,0.0016670185],"category_scores_gemma":[0.00007124904,0.00049177965,0.00020794573,0.0028733406,0.0008380912,0.0014588414,0.0005974669,0.0012358708,0.000013796806],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0037221736,0.0030446562,0.91164887,0.0032449067,0.00272911,0.000058120724,0.004989795,0.0044181203,0.018813342,0.0009943442,0.006797402,0.039539147],"study_design_scores_gemma":[0.003993926,0.0002866944,0.9700353,0.008485415,0.00066352915,0.000009951578,0.0011460681,0.0007849549,0.010222499,0.0011467851,0.002670202,0.000554645],"about_ca_topic_score_codex":0.0034124397,"about_ca_topic_score_gemma":0.0009478469,"teacher_disagreement_score":0.05838645,"about_ca_system_score_codex":0.00039762707,"about_ca_system_score_gemma":0.00032307048,"threshold_uncertainty_score":0.99975336},"labels":[],"label_agreement":null},{"id":"W7124376704","doi":"","title":"Status quo of mild cognitive impairment and its influencing factors among elderly people in nursing institutions for the aged","year":2019,"lang":"zh","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Elderly people; Cognitive impairment; Cognition; Logistic regression; Berg Balance Scale; Intervention (counseling); Barthel index; Scale (ratio); Status quo","score_opus":0.18363648091632404,"score_gpt":0.5225343652404867,"score_spread":0.3388978843241627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124376704","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9493512,0.042426545,0.00011952417,0.00024096307,0.0011393563,0.004992846,0.000435777,0.000020272102,0.0012735422],"genre_scores_gemma":[0.98623043,0.013040624,0.00004755198,0.00012158209,0.00012443871,0.0001048873,0.00004346946,0.0000761583,0.00021086459],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99534804,0.00039258588,0.0016878574,0.0006686392,0.00097903,0.00092383433],"domain_scores_gemma":[0.9934045,0.003297033,0.0015367395,0.0005181265,0.00077283976,0.000470779],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015896859,0.0005888598,0.0015556184,0.0011890689,0.00042336487,0.0005529421,0.0012048163,0.00026103,0.0018510302],"category_scores_gemma":[0.0019106971,0.00047081214,0.00029860556,0.0013901944,0.00045470352,0.0025423644,0.00048433628,0.001012477,0.0000070193905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009265588,0.00079209363,0.9575206,0.0008853982,0.0005948395,0.000013532317,0.01822796,0.0005053114,0.012664711,0.000093096496,0.0010017547,0.0067741238],"study_design_scores_gemma":[0.005566886,0.00021660732,0.9556625,0.015743218,0.0006729826,0.000010930023,0.011204038,0.0004939328,0.009397835,0.0004680683,0.00009434815,0.00046865744],"about_ca_topic_score_codex":0.006311652,"about_ca_topic_score_gemma":0.0023373025,"teacher_disagreement_score":0.036879253,"about_ca_system_score_codex":0.0005409711,"about_ca_system_score_gemma":0.0008991686,"threshold_uncertainty_score":0.99977434},"labels":[],"label_agreement":null},{"id":"W7124386053","doi":"","title":"Development and testing of validity and reliability on frailty assessment scale for elderly inpatients","year":2022,"lang":"zh","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Scale (ratio); Exploratory factor analysis; Validity; Variance (accounting); Predictive validity","score_opus":0.35201722443161276,"score_gpt":0.544451423372449,"score_spread":0.19243419894083624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124386053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9893896,0.00280934,0.00026487754,0.00039557,0.0010044401,0.0026380054,0.00049145665,0.000027879065,0.0029788297],"genre_scores_gemma":[0.986465,0.0009580585,0.011398948,0.000272047,0.00012992849,0.00027855264,0.00006346628,0.00008184928,0.00035214634],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99386317,0.0006619797,0.0020508382,0.0010083228,0.0017767046,0.0006389905],"domain_scores_gemma":[0.99354595,0.0024004723,0.0019577872,0.0007545193,0.0008089584,0.0005323364],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0047005713,0.0005656773,0.0015812623,0.00068212586,0.00089942315,0.00041960357,0.001379057,0.00015966287,0.0021828758],"category_scores_gemma":[0.002361417,0.0005594755,0.00016295514,0.00090622413,0.00033644924,0.0009160591,0.002497194,0.0010258515,0.0000017342392],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00083672226,0.0018809694,0.8792039,0.0014851385,0.00020553423,0.000019638252,0.0014393014,0.00018161918,0.010290864,0.000019249517,0.0063299905,0.09810703],"study_design_scores_gemma":[0.00368135,0.0006260314,0.96849835,0.002035692,0.0003105121,0.00002488646,0.00062521244,0.0005382083,0.011296257,0.0021485423,0.009650473,0.000564468],"about_ca_topic_score_codex":0.0007417907,"about_ca_topic_score_gemma":0.00004700213,"teacher_disagreement_score":0.09754256,"about_ca_system_score_codex":0.00064624613,"about_ca_system_score_gemma":0.0008895861,"threshold_uncertainty_score":0.99968565},"labels":[],"label_agreement":null},{"id":"W7124387643","doi":"","title":"Status quo and influencing factors of frailty of community⁃dwelling elderly people","year":2025,"lang":"zh","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Elderly people; Incidence (geometry); Status quo; Psychological intervention; Older people; Stratified sampling; China","score_opus":0.2276150644361073,"score_gpt":0.5309558729520386,"score_spread":0.3033408085159313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124387643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92415154,0.06617968,0.00028365426,0.0002303505,0.0009562303,0.0011099488,0.00029095914,0.000034666642,0.0067629614],"genre_scores_gemma":[0.96615934,0.03258148,0.00026099413,0.00021941117,0.00008811622,0.000015265798,0.000044363205,0.000091248185,0.00053979096],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9928576,0.0012453722,0.0030731969,0.00053749036,0.0013521719,0.0009342015],"domain_scores_gemma":[0.9899862,0.0036721656,0.0028078582,0.0015603147,0.001361583,0.0006119247],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026694587,0.0007886269,0.0030347004,0.002180915,0.000533513,0.00056007854,0.0030574421,0.0004464771,0.003882671],"category_scores_gemma":[0.0032943503,0.0007598742,0.00042569826,0.002563322,0.0007200212,0.0020772752,0.0022534283,0.0022535275,0.0000048106376],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050595973,0.0008526225,0.867159,0.0037450988,0.0012867234,0.000014793014,0.010743674,0.00033150482,0.08456824,0.0001483415,0.004504398,0.026139649],"study_design_scores_gemma":[0.0027218407,0.0001575877,0.9143571,0.00999577,0.0008919246,0.000009325832,0.007403067,0.00012478624,0.058685698,0.0034749813,0.0016374618,0.0005404172],"about_ca_topic_score_codex":0.040685073,"about_ca_topic_score_gemma":0.0020849276,"teacher_disagreement_score":0.047198143,"about_ca_system_score_codex":0.00029713442,"about_ca_system_score_gemma":0.0010270313,"threshold_uncertainty_score":0.99948525},"labels":[],"label_agreement":null},{"id":"W7124404976","doi":"","title":"Research progress on frailty of the elderly in community and enlightenment to the elderly nursing in China","year":2017,"lang":"zh","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"China; Enlightenment; Socioeconomic status; Population ageing; Healthy aging; Population; Elderly people","score_opus":0.3426435796404825,"score_gpt":0.5945949536682571,"score_spread":0.2519513740277746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7124404976","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9465721,0.016764332,0.000004975123,0.018564869,0.0009153047,0.0033935835,0.00006476436,0.00000942207,0.013710598],"genre_scores_gemma":[0.99328196,0.005420323,0.000079838246,0.00018629112,0.00023877445,0.00012132143,0.000004145085,0.000077554105,0.000589794],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9899782,0.004127901,0.0016270053,0.00064834603,0.002544721,0.0010738134],"domain_scores_gemma":[0.99250084,0.0016026738,0.001361824,0.003539065,0.0005460184,0.00044960153],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.011873574,0.00055275176,0.0014110069,0.0012547169,0.0018910941,0.0018917538,0.009136025,0.00031544955,0.0008718629],"category_scores_gemma":[0.0033358089,0.00035962265,0.00020441902,0.001379658,0.0019406334,0.0013212932,0.0032866597,0.0047478112,0.000013587263],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012825056,0.0025838367,0.61356604,0.00043197762,0.00017548498,0.00009069628,0.014489501,0.000060018712,0.004757446,0.0001870612,0.012215568,0.35015985],"study_design_scores_gemma":[0.002526681,0.0005646826,0.9564812,0.022002455,0.00008133011,0.000027026932,0.0027728677,0.00008329523,0.008102811,0.0055480953,0.0014650181,0.00034452524],"about_ca_topic_score_codex":0.019109163,"about_ca_topic_score_gemma":0.005792076,"teacher_disagreement_score":0.3498153,"about_ca_system_score_codex":0.00069039385,"about_ca_system_score_gemma":0.0005296867,"threshold_uncertainty_score":0.99988556},"labels":[],"label_agreement":null},{"id":"W7127574506","doi":"10.1093/eurheartj/ehaf784.1406","title":"Impact of frailty on the effectiveness of intervention to reduce adverse outcomes in heart failure","year":2025,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Heart failure; Confounding; Intervention (counseling); Logistic regression; Cognition; Adverse effect; Disease; Disease management","score_opus":0.034754071557265544,"score_gpt":0.36964682966293855,"score_spread":0.334892758105673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127574506","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9923625,0.000036843518,0.000090161055,0.004830489,0.00022449353,0.0004027068,0.0000073144347,0.000010557713,0.0020349363],"genre_scores_gemma":[0.99886125,0.000002698098,0.00029309306,0.0002329133,0.000049808426,0.0000023512669,0.0000015061624,0.000017625694,0.0005387398],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99767965,0.0013141176,0.0004314348,0.00014413941,0.00024923892,0.00018141164],"domain_scores_gemma":[0.9988301,0.0005167419,0.000100716614,0.00031827227,0.00013900087,0.00009521591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023071317,0.00013211516,0.00038474408,0.00030915573,0.000040220802,0.000010235144,0.0001404168,0.000029117968,0.00014525652],"category_scores_gemma":[0.0014986927,0.000081947655,0.0003934306,0.000342895,0.000053145952,0.000061826344,0.00006589211,0.00048360598,0.000046897687],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016547356,0.0006542023,0.9140007,0.00019658574,0.00022607051,0.000046661375,0.00038057225,0.0004396735,0.056779858,0.000087321045,0.024022974,0.0015106561],"study_design_scores_gemma":[0.0020097508,0.0010595659,0.98288053,0.003198042,0.000025444404,0.000085912005,0.00013049383,0.000008517599,0.009191112,0.000033686814,0.0013206123,0.000056345987],"about_ca_topic_score_codex":0.000057276888,"about_ca_topic_score_gemma":0.000013277126,"teacher_disagreement_score":0.06887983,"about_ca_system_score_codex":0.00014443281,"about_ca_system_score_gemma":0.00008593656,"threshold_uncertainty_score":0.33417284},"labels":[],"label_agreement":null},{"id":"W7127937918","doi":"10.1093/eurheartj/ehaf784.4055","title":"Impact of frailty on antihypertensive treatment in older adults","year":2025,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Stroke (engine); Observational study; Proportional hazards model; Blood pressure; Hazard ratio; Frailty Index; Risk factor","score_opus":0.03866832314760813,"score_gpt":0.3478055432771417,"score_spread":0.30913722012953354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7127937918","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810108,0.00032785026,0.00001297259,0.0022586167,0.00024793562,0.0002991602,0.000008162257,0.000019870662,0.015814655],"genre_scores_gemma":[0.9960217,0.00013255575,0.00025458628,0.0006843011,0.00018482142,0.0000012152963,0.0000046848463,0.000025921106,0.002690209],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987168,0.0002172966,0.00038159313,0.00019909632,0.00021097263,0.00027424836],"domain_scores_gemma":[0.9991931,0.00010084024,0.00008864224,0.00029775748,0.00016207653,0.0001575837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022032025,0.00018143641,0.0004016077,0.00035403494,0.000049917526,0.000017191327,0.000080110614,0.000037206813,0.00022756385],"category_scores_gemma":[0.00022669662,0.00012363691,0.00027690886,0.00025672346,0.000049426828,0.00005471885,0.00002535987,0.00036053223,0.00011222116],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021331937,0.0024038963,0.8581145,0.00007854438,0.00043225772,0.0027510712,0.0024271805,0.00015085381,0.0054301512,0.000019350113,0.072477065,0.053581934],"study_design_scores_gemma":[0.006724699,0.0018915059,0.9844012,0.001719557,0.000038058315,0.0006904042,0.0001233859,0.00007177959,0.0010545814,0.0000063665975,0.003191417,0.000087038985],"about_ca_topic_score_codex":0.00007274209,"about_ca_topic_score_gemma":0.0000112851585,"teacher_disagreement_score":0.1262867,"about_ca_system_score_codex":0.0002695682,"about_ca_system_score_gemma":0.00020964419,"threshold_uncertainty_score":0.50417674},"labels":[],"label_agreement":null},{"id":"W7128069740","doi":"10.1111/nhs.7023","title":"Frailty, Nutrition, and Quality of Life in Urban-DwellingOlder Adults Facing Vulnerability: Observational Study inPrimary Heath Care Settings in Underpopulated Areas","year":2025,"lang":"en","type":"article","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Observational study; Logistic regression; Odds; Vulnerability (computing); Quality of life (healthcare); Odds ratio; Cross-sectional study","score_opus":0.14091081851408432,"score_gpt":0.42998659524684746,"score_spread":0.28907577673276313,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128069740","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9886042,0.0033623194,0.00006468454,0.003314887,0.00006379052,0.003630133,0.00015506695,0.00007881299,0.0007261249],"genre_scores_gemma":[0.99755573,0.00023728296,0.0008861776,0.00008415784,0.000022987368,0.0006769127,0.00020082388,0.000013124314,0.00032281422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9954636,0.00017100177,0.0010035593,0.0010210974,0.0016535564,0.0006871984],"domain_scores_gemma":[0.99550194,0.0010040659,0.00016600968,0.00031190045,0.0028831367,0.00013293631],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.007836247,0.00022050789,0.0005356256,0.0042151334,0.00041871192,0.000044621785,0.00036094966,0.00027417968,0.000007146434],"category_scores_gemma":[0.015737347,0.00021540777,0.000042226635,0.0063559525,0.0013113267,0.00038603815,0.0003144633,0.0007805515,3.8010194e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004108923,0.0011707909,0.9817166,0.0010597719,0.00003641442,0.000006271868,0.001415053,0.0000025343875,0.0028536818,0.004365196,0.0008027501,0.006160093],"study_design_scores_gemma":[0.007709779,0.001156807,0.9561074,0.0013850109,0.000014570113,0.000010613704,0.009834388,0.0016338548,0.0019200075,0.019532511,0.00038207177,0.00031302066],"about_ca_topic_score_codex":0.0012513038,"about_ca_topic_score_gemma":0.00073230505,"teacher_disagreement_score":0.025609184,"about_ca_system_score_codex":0.0008101751,"about_ca_system_score_gemma":0.0025796564,"threshold_uncertainty_score":0.99255353},"labels":[],"label_agreement":null},{"id":"W7131812180","doi":"10.5376/ijmms.2025.15.0012","title":"Relationship Between Frailty Index, Nutritional Status, and Serum Metabolites in Elderly Inpatients","year":2025,"lang":"","type":"article","venue":"International Journal of Molecular Medical Science","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Disease; MEDLINE; Diabetes mellitus; Incidence (geometry)","score_opus":0.023831135815041926,"score_gpt":0.35042490416850575,"score_spread":0.3265937683534638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7131812180","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9561975,0.004744422,0.005402347,0.030194428,0.0022373542,0.00026918473,0.000056975106,0.0000083153345,0.0008894729],"genre_scores_gemma":[0.9960643,0.000377448,0.001258675,0.0017417119,0.0003747886,0.000005096163,0.000013429871,0.000013427723,0.00015112836],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99049616,0.0002771847,0.0017772702,0.0005257025,0.0062523256,0.00067132985],"domain_scores_gemma":[0.9949827,0.001306263,0.0006151748,0.0002500938,0.001808945,0.0010367772],"candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0032134214,0.00029536677,0.00060330634,0.0020799157,0.00014219775,0.00020531047,0.0014400616,0.00033127886,0.00033244738],"category_scores_gemma":[0.022499122,0.00027343928,0.00017284357,0.0017756469,0.0018788923,0.00082019484,0.00051139144,0.0016927108,0.000010275122],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016386283,0.00041188495,0.9534049,0.00006324568,0.00014002628,0.00053610944,0.00033974033,0.000023385981,0.0008950371,0.005420429,0.00013488969,0.038466476],"study_design_scores_gemma":[0.0060285046,0.00033115546,0.97027713,0.0029808718,0.000113938775,0.00015204822,0.00020568131,0.00055244955,0.0022239168,0.014675591,0.0022599353,0.00019876381],"about_ca_topic_score_codex":0.00010996053,"about_ca_topic_score_gemma":0.000025469522,"teacher_disagreement_score":0.039866794,"about_ca_system_score_codex":0.0007152943,"about_ca_system_score_gemma":0.004608256,"threshold_uncertainty_score":0.9999718},"labels":[],"label_agreement":null},{"id":"W7132317218","doi":"","title":"Additional exercises in cardiac rehabilitation improve gait parameters in frail patients after open-heart surgery","year":2025,"lang":"en","type":"article","venue":"Lithuanian University of Health Sciences","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cadence; Gait; STRIDE; Rehabilitation; Balance (ability); Preferred walking speed","score_opus":0.015373559763679693,"score_gpt":0.2695159181068759,"score_spread":0.2541423583431962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132317218","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877834,0.00010410381,0.000006176024,0.009142845,0.00023956512,0.00078924187,0.00082087476,0.0000124677645,0.0011013658],"genre_scores_gemma":[0.99088275,0.000034118817,0.007564235,0.00087011285,0.000005834735,0.0000074235354,0.00014307183,0.0000033282993,0.0004891357],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99852324,0.00019195837,0.0003167907,0.00037078263,0.00031210267,0.00028513887],"domain_scores_gemma":[0.998425,0.0011024487,0.00011848847,0.00017030463,0.00009736102,0.000086390886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00089119235,0.00009217559,0.00043027243,0.0005574591,0.00011759645,0.0000166654,0.00019429125,0.00006199725,0.0005266559],"category_scores_gemma":[0.00053359853,0.00009991597,0.00007536915,0.0009380058,0.0004969057,0.0003814027,0.000104096325,0.00013041399,0.000011102278],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020809195,0.0002454066,0.93969566,0.00023960481,0.0000049756027,0.0000034029767,0.0014096613,0.000009268643,0.000002061987,0.000043066157,0.05102964,0.0071091885],"study_design_scores_gemma":[0.00065560016,0.0003010478,0.98330146,0.001148216,0.0000051068264,1.603239e-7,0.0027674173,0.000047838283,0.0000074479244,0.00023928877,0.011450468,0.00007596966],"about_ca_topic_score_codex":0.0047943452,"about_ca_topic_score_gemma":0.0014608238,"teacher_disagreement_score":0.04360581,"about_ca_system_score_codex":0.0002919562,"about_ca_system_score_gemma":0.0012075902,"threshold_uncertainty_score":0.72476476},"labels":[],"label_agreement":null},{"id":"W7132891860","doi":"","title":"A Qualitative Study to Understand the Lived Experience of Socially Frail Older Adults","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; AGE-WELL","keywords":"Lived experience; Thematic analysis; Qualitative research; Coping (psychology); Intervention (counseling); Older people; Social support; Life course approach; Social isolation","score_opus":0.06907548156078382,"score_gpt":0.45077517456724603,"score_spread":0.3816996930064622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132891860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97878176,0.0017237671,0.00021378294,0.0040890677,0.0018572959,0.008606677,0.000066640205,0.000072873765,0.004588154],"genre_scores_gemma":[0.94491726,0.00012667777,0.00019270723,0.0005170507,0.00023441383,0.00069655373,0.00020621235,0.00015767227,0.052951448],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9914685,0.0019415317,0.0014286827,0.0014300013,0.002835176,0.000896096],"domain_scores_gemma":[0.99373776,0.0020919736,0.0012289234,0.0014862827,0.0010534391,0.0004016126],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001548081,0.0009491287,0.0015570766,0.0003662835,0.0008167496,0.00007342239,0.001173658,0.00028505173,0.009230287],"category_scores_gemma":[0.0023370786,0.00080640486,0.00040807464,0.0015693986,0.00043754352,0.00012668036,0.0003497204,0.0014556441,0.00012110079],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039884965,0.002743904,0.0002148611,0.0006393107,0.0007957949,0.000068899004,0.98583066,0.000024103481,0.00042408676,0.00018152257,0.0032832662,0.0018051141],"study_design_scores_gemma":[0.0053976635,0.0043322234,0.013390108,0.0016550807,0.00064298365,0.0000046712257,0.9727608,0.000039298913,0.00066285336,0.000074438525,0.00031373324,0.0007261576],"about_ca_topic_score_codex":0.008337695,"about_ca_topic_score_gemma":0.006532158,"teacher_disagreement_score":0.04836329,"about_ca_system_score_codex":0.00082870317,"about_ca_system_score_gemma":0.001789318,"threshold_uncertainty_score":0.9994387},"labels":[],"label_agreement":null},{"id":"W7132990447","doi":"","title":"Assessing Frailty Using Sensors and Machine Learning in Home Settings","year":2022,"lang":"","type":"dissertation","venue":"TSpace","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Vector Institute","funders":"","keywords":"Classifier (UML); Gradient boosting; Frailty Index; Scale (ratio); Identification (biology); Receiver operating characteristic; Activities of daily living; Focus group","score_opus":0.04733206042443276,"score_gpt":0.3803016552245303,"score_spread":0.3329695948000975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7132990447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9847785,0.008124728,0.00007523749,0.0015445463,0.0013338794,0.0009926128,0.000015491332,0.00017150653,0.0029634796],"genre_scores_gemma":[0.9636626,0.0008118036,0.0023860235,0.00025955317,0.00034402014,0.000033616536,0.0013157163,0.00031515694,0.03087149],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9943993,0.00074677303,0.0010847041,0.0014535108,0.0011772235,0.0011384557],"domain_scores_gemma":[0.9970938,0.0007789399,0.0010040556,0.0005633535,0.00018260955,0.00037721594],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013593051,0.000989931,0.0015131299,0.0010495814,0.0008086296,0.00034016953,0.0002567772,0.00065988506,0.0032737537],"category_scores_gemma":[0.001755496,0.0011828054,0.00019424132,0.0012280117,0.0001635811,0.00049283134,0.00027536455,0.0047918702,0.000028778386],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016921889,0.0009088088,0.271944,0.013009442,0.0009072834,0.0044153207,0.43750003,0.022088485,0.15143792,0.00007290485,0.00048924156,0.0955344],"study_design_scores_gemma":[0.0109214205,0.0009968122,0.17611995,0.0124017745,0.0016030497,0.0010313237,0.47192535,0.2999819,0.004270788,0.000077173216,0.01712318,0.0035472852],"about_ca_topic_score_codex":0.006007357,"about_ca_topic_score_gemma":0.00051841233,"teacher_disagreement_score":0.2778934,"about_ca_system_score_codex":0.00094720273,"about_ca_system_score_gemma":0.0006649277,"threshold_uncertainty_score":0.9990622},"labels":[],"label_agreement":null},{"id":"W7133078894","doi":"","title":"The Geriatrician-Led Comprehensive Geriatric Assessment Across Healthcare Settings: an Economic and Qualitative Evaluation","year":2025,"lang":"","type":"dissertation","venue":"TSpace","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Geriatric rehabilitation; Health care; Intervention (counseling); Geriatrics; Acute care; Older people; Acute hospital; Multimorbidity","score_opus":0.05086396375529192,"score_gpt":0.4954560085216945,"score_spread":0.4445920447664026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133078894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93547076,0.02379762,0.00013257474,0.022421854,0.0065304665,0.008425693,0.00038450747,0.00013989102,0.0026966461],"genre_scores_gemma":[0.95735365,0.00966624,0.0013476636,0.0010390999,0.001527455,0.0012575428,0.00616627,0.00019388835,0.021448167],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9896527,0.003955252,0.0018515371,0.0018867636,0.0013132171,0.0013405441],"domain_scores_gemma":[0.9895654,0.003940103,0.00212897,0.0014209741,0.002411126,0.0005334571],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0046693548,0.0011719589,0.0016489155,0.00036310402,0.0021457097,0.0005836366,0.0005460005,0.0009228829,0.00020008063],"category_scores_gemma":[0.0010598922,0.001056453,0.00029794005,0.0006756753,0.00028273166,0.00036117627,0.00019615298,0.0016192184,0.00008032765],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023834314,0.00036193893,0.0006698269,0.0057706,0.0017621848,0.000025430943,0.76587594,0.000742344,0.0008205565,0.0013109709,0.0068542818,0.21342249],"study_design_scores_gemma":[0.0072173714,0.0016428918,0.052009575,0.0016020788,0.0017626624,0.000021053695,0.8957331,0.031597417,0.00024609637,0.00080921396,0.0062456164,0.0011128804],"about_ca_topic_score_codex":0.0049114507,"about_ca_topic_score_gemma":0.007516894,"teacher_disagreement_score":0.2123096,"about_ca_system_score_codex":0.0028729537,"about_ca_system_score_gemma":0.0049406327,"threshold_uncertainty_score":0.9991886},"labels":[],"label_agreement":null},{"id":"W7133316238","doi":"10.5287/ora-jbvggrq21","title":"The value of electronic patient records for determining the prevalence and prognosis of cognitive and physical frailty in a large hospital-based cohort","year":2025,"lang":"en","type":"dissertation","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Cognition; Specialty; Prospective cohort study; Geriatrics; Cohort; Coding (social sciences); Cohort study; Activities of daily living; Cognitive impairment","score_opus":0.015469191729147489,"score_gpt":0.2829084039085111,"score_spread":0.26743921217936356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133316238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99214995,0.00016444152,0.0002883822,0.00042701158,0.000034545978,0.0034531828,0.0009579441,0.000011675702,0.002512843],"genre_scores_gemma":[0.99463505,0.0024533023,0.0004171467,0.0000071628815,0.00001042813,0.000005752666,0.00040705883,0.000018324807,0.0020457867],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975518,0.000393224,0.00022684812,0.0005443555,0.0006828613,0.00060091796],"domain_scores_gemma":[0.9950375,0.0031618783,0.00036768694,0.00034748632,0.000958024,0.00012744092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007256835,0.00024991977,0.00062362273,0.00058948057,0.0005380113,0.0000125333745,0.0005397161,0.0001673542,0.000008187304],"category_scores_gemma":[0.0008423853,0.0002301257,0.00022660567,0.0006383168,0.0009878328,0.0001518495,0.0003510097,0.0008688695,1.07640396e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01975792,0.0024238594,0.8442074,0.009868248,0.001446338,0.000059908958,0.03293212,0.000010604502,0.00027813736,0.005267007,0.0006845383,0.08306394],"study_design_scores_gemma":[0.0067605055,0.0066509363,0.9242567,0.0042727226,0.0008742762,0.0000014764202,0.043027494,0.007511805,0.0005544247,0.0010605099,0.004706465,0.00032272362],"about_ca_topic_score_codex":0.00044265663,"about_ca_topic_score_gemma":0.0037839322,"teacher_disagreement_score":0.08274121,"about_ca_system_score_codex":0.00018948724,"about_ca_system_score_gemma":0.0010856861,"threshold_uncertainty_score":0.9384254},"labels":[],"label_agreement":null},{"id":"W7134235048","doi":"10.26181/14544594","title":"Being your best: Protocol for a feasibility study of a codesigned approach to reduce symptoms of frailty in people aged 65 years or more after transition from hospital","year":2021,"lang":"","type":"article","venue":"La Trobe University","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Referral; Intervention (counseling); Cognition; Population; Health care; Protocol (science); Social isolation","score_opus":0.0369083278246099,"score_gpt":0.30451686520225413,"score_spread":0.26760853737764423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134235048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8710839,0.000006063411,0.0036857675,0.0001903927,0.00006337356,0.12419384,0.0005674888,0.0000260527,0.00018309902],"genre_scores_gemma":[0.98824614,0.0000011869125,0.005596718,0.000032682092,0.000056273373,0.0053174137,0.00007531439,0.000041457206,0.00063278625],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9964593,0.00069415086,0.0006953357,0.0010767907,0.00060548185,0.00046894467],"domain_scores_gemma":[0.9977807,0.00033896466,0.00027861312,0.00089653424,0.0004338745,0.0002713046],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004433595,0.00039286763,0.0011501851,0.00027188563,0.00008524552,0.000019769353,0.0003532847,0.00034242982,0.00018041112],"category_scores_gemma":[0.000345386,0.00044379846,0.00029315773,0.0011465712,0.0001759064,0.0002831665,0.00019480895,0.00043374306,0.0000020099615],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06892331,0.06735522,0.2565939,0.0039573787,0.0012105136,0.0012098793,0.580483,0.0009895226,0.015425998,0.000036049034,0.0002331519,0.0035820336],"study_design_scores_gemma":[0.045981728,0.0073086782,0.8301135,0.0016323773,0.00089179585,0.0000074814243,0.10909949,0.0009915659,0.0033604566,0.000034480086,0.00007390969,0.00050458155],"about_ca_topic_score_codex":0.0024372654,"about_ca_topic_score_gemma":0.0026594512,"teacher_disagreement_score":0.5735195,"about_ca_system_score_codex":0.00061049004,"about_ca_system_score_gemma":0.0006211836,"threshold_uncertainty_score":0.9998014},"labels":[],"label_agreement":null},{"id":"W7134276595","doi":"10.26181/14544594.v1","title":"Being your best: Protocol for a feasibility study of a codesigned approach to reduce symptoms of frailty in people aged 65 years or more after transition from hospital","year":2021,"lang":"","type":"article","venue":"La Trobe University","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Referral; Intervention (counseling); Cognition; Population; Health care; Protocol (science); Social isolation","score_opus":0.0369083278246099,"score_gpt":0.30451686520225413,"score_spread":0.26760853737764423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7134276595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8710839,0.000006063411,0.0036857675,0.0001903927,0.00006337356,0.12419384,0.0005674888,0.0000260527,0.00018309902],"genre_scores_gemma":[0.98824614,0.0000011869125,0.005596718,0.000032682092,0.000056273373,0.0053174137,0.00007531439,0.000041457206,0.00063278625],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9964593,0.00069415086,0.0006953357,0.0010767907,0.00060548185,0.00046894467],"domain_scores_gemma":[0.9977807,0.00033896466,0.00027861312,0.00089653424,0.0004338745,0.0002713046],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004433595,0.00039286763,0.0011501851,0.00027188563,0.00008524552,0.000019769353,0.0003532847,0.00034242982,0.00018041112],"category_scores_gemma":[0.000345386,0.00044379846,0.00029315773,0.0011465712,0.0001759064,0.0002831665,0.00019480895,0.00043374306,0.0000020099615],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.06892331,0.06735522,0.2565939,0.0039573787,0.0012105136,0.0012098793,0.580483,0.0009895226,0.015425998,0.000036049034,0.0002331519,0.0035820336],"study_design_scores_gemma":[0.045981728,0.0073086782,0.8301135,0.0016323773,0.00089179585,0.0000074814243,0.10909949,0.0009915659,0.0033604566,0.000034480086,0.00007390969,0.00050458155],"about_ca_topic_score_codex":0.0024372654,"about_ca_topic_score_gemma":0.0026594512,"teacher_disagreement_score":0.5735195,"about_ca_system_score_codex":0.00061049004,"about_ca_system_score_gemma":0.0006211836,"threshold_uncertainty_score":0.9998014},"labels":[],"label_agreement":null},{"id":"W7136041000","doi":"10.6084/m9.figshare.4788301","title":"Additional file 5: of An evaluation of the comparative effectiveness of geriatrician-led comprehensive geriatric assessment for improving patient and healthcare system outcomes for older adults: a protocol for a systematic review and network meta-analysis","year":2017,"lang":"","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Authorization; Health care; Healthcare system; Systematic review; MEDLINE","score_opus":0.11449070628045706,"score_gpt":0.413239035685263,"score_spread":0.29874832940480595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7136041000","genre_codex":"dataset","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000037287304,0.0023847385,0.00003747366,0.000041478157,0.000025108682,0.36756235,0.6299001,0.00000630599,0.0000051314896],"genre_scores_gemma":[0.037772596,0.0000012831374,0.0020855295,0.000039729086,0.00005263367,0.7710505,0.1889491,0.000034283934,0.0000143235075],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99385023,0.0018926725,0.0021932502,0.0007474223,0.00094385835,0.00037259515],"domain_scores_gemma":[0.96859074,0.01401079,0.007863335,0.0011972991,0.008193294,0.00014456538],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013030558,0.0005406491,0.005727333,0.00017258181,0.00049266766,0.000057161225,0.00036939365,0.0002003057,0.042235203],"category_scores_gemma":[0.01022796,0.00035338872,0.0015793393,0.00036087437,0.00006460402,0.00023970603,0.00020092775,0.00013764859,6.793131e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046039492,0.00024349548,0.000016274722,0.930232,0.025068942,2.0004151e-7,0.0003336318,0.00012725944,0.0000012605218,0.0000072611724,0.04324568,0.00026362782],"study_design_scores_gemma":[0.010886512,0.0031369524,0.031478148,0.567059,0.29224753,0.000008277077,0.0013714731,0.09297044,0.000070822534,0.00002611534,0.0002373027,0.00050746626],"about_ca_topic_score_codex":0.000041797695,"about_ca_topic_score_gemma":0.000072795236,"teacher_disagreement_score":0.44095105,"about_ca_system_score_codex":0.00027498975,"about_ca_system_score_gemma":0.00078676775,"threshold_uncertainty_score":0.9998918},"labels":[],"label_agreement":null},{"id":"W7136074092","doi":"10.6084/m9.figshare.4573324","title":"Additional file 1: Table S1. of Prevalence of frailty in Canadians 18â 79 years old in the Canadian Health Measures Survey","year":2017,"lang":"","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Table (database); Index (typography); Frailty Index; Public health; Health data; Sample (material)","score_opus":0.10946092404063372,"score_gpt":0.3132921647624842,"score_spread":0.2038312407218505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7136074092","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007580742,0.0008134959,1.3600188e-8,0.0013403394,0.00009776304,0.0010571762,0.9917446,0.000004769058,0.0041837688],"genre_scores_gemma":[0.39992693,0.000034265562,0.00002699692,0.00081252377,0.00010914062,0.00032381766,0.5954819,0.000031742165,0.0032526958],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99634135,0.0004860367,0.00082701055,0.00049171434,0.000899761,0.000954153],"domain_scores_gemma":[0.99480975,0.0019141182,0.00074045616,0.0014849973,0.00047450027,0.0005761862],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006770331,0.00028903963,0.000645854,0.00037950865,0.00027589744,0.00006963674,0.0013922431,0.00029782084,0.953451],"category_scores_gemma":[0.036034983,0.00028931524,0.00009802003,0.00044930595,0.00013821965,0.00023721007,0.00009876609,0.00078761,0.0007656218],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020815105,0.00009463838,0.008016474,0.0011994838,0.000026153104,0.00009264726,0.0016694143,0.000037357415,5.006189e-7,0.0000025117477,0.9862952,0.002544806],"study_design_scores_gemma":[0.000613671,0.00014492038,0.7356353,0.019533593,0.0000067137257,0.000009659538,0.00013598496,0.0000968548,0.000007665855,0.000008481973,0.24363871,0.00016849641],"about_ca_topic_score_codex":0.9673815,"about_ca_topic_score_gemma":0.9988383,"teacher_disagreement_score":0.95268536,"about_ca_system_score_codex":0.0009170446,"about_ca_system_score_gemma":0.013238732,"threshold_uncertainty_score":0.9999559},"labels":[],"label_agreement":null},{"id":"W7136080322","doi":"10.6084/m9.figshare.4573324.v1","title":"Additional file 1: Table S1. of Prevalence of frailty in Canadians 18â 79 years old in the Canadian Health Measures Survey","year":2017,"lang":"","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Table (database); Index (typography); Frailty Index; Public health; Health data; Sample (material)","score_opus":0.10946092404063372,"score_gpt":0.3132921647624842,"score_spread":0.2038312407218505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7136080322","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007580742,0.0008134959,1.3600188e-8,0.0013403394,0.00009776304,0.0010571762,0.9917446,0.000004769058,0.0041837688],"genre_scores_gemma":[0.39992693,0.000034265562,0.00002699692,0.00081252377,0.00010914062,0.00032381766,0.5954819,0.000031742165,0.0032526958],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99634135,0.0004860367,0.00082701055,0.00049171434,0.000899761,0.000954153],"domain_scores_gemma":[0.99480975,0.0019141182,0.00074045616,0.0014849973,0.00047450027,0.0005761862],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006770331,0.00028903963,0.000645854,0.00037950865,0.00027589744,0.00006963674,0.0013922431,0.00029782084,0.953451],"category_scores_gemma":[0.036034983,0.00028931524,0.00009802003,0.00044930595,0.00013821965,0.00023721007,0.00009876609,0.00078761,0.0007656218],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020815105,0.00009463838,0.008016474,0.0011994838,0.000026153104,0.00009264726,0.0016694143,0.000037357415,5.006189e-7,0.0000025117477,0.9862952,0.002544806],"study_design_scores_gemma":[0.000613671,0.00014492038,0.7356353,0.019533593,0.0000067137257,0.000009659538,0.00013598496,0.0000968548,0.000007665855,0.000008481973,0.24363871,0.00016849641],"about_ca_topic_score_codex":0.9673815,"about_ca_topic_score_gemma":0.9988383,"teacher_disagreement_score":0.95268536,"about_ca_system_score_codex":0.0009170446,"about_ca_system_score_gemma":0.013238732,"threshold_uncertainty_score":0.9999559},"labels":[],"label_agreement":null},{"id":"W7136082896","doi":"10.6084/m9.figshare.4788301.v1","title":"Additional file 5: of An evaluation of the comparative effectiveness of geriatrician-led comprehensive geriatric assessment for improving patient and healthcare system outcomes for older adults: a protocol for a systematic review and network meta-analysis","year":2017,"lang":"","type":"article","venue":"Figshare","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Authorization; Health care; Healthcare system; Systematic review; MEDLINE","score_opus":0.11449070628045706,"score_gpt":0.413239035685263,"score_spread":0.29874832940480595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7136082896","genre_codex":"dataset","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"protocol","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000037287304,0.0023847385,0.00003747366,0.000041478157,0.000025108682,0.36756235,0.6299001,0.00000630599,0.0000051314896],"genre_scores_gemma":[0.037772596,0.0000012831374,0.0020855295,0.000039729086,0.00005263367,0.7710505,0.1889491,0.000034283934,0.0000143235075],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.99385023,0.0018926725,0.0021932502,0.0007474223,0.00094385835,0.00037259515],"domain_scores_gemma":[0.96859074,0.01401079,0.007863335,0.0011972991,0.008193294,0.00014456538],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013030558,0.0005406491,0.005727333,0.00017258181,0.00049266766,0.000057161225,0.00036939365,0.0002003057,0.042235203],"category_scores_gemma":[0.01022796,0.00035338872,0.0015793393,0.00036087437,0.00006460402,0.00023970603,0.00020092775,0.00013764859,6.793131e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046039492,0.00024349548,0.000016274722,0.930232,0.025068942,2.0004151e-7,0.0003336318,0.00012725944,0.0000012605218,0.0000072611724,0.04324568,0.00026362782],"study_design_scores_gemma":[0.010886512,0.0031369524,0.031478148,0.567059,0.29224753,0.000008277077,0.0013714731,0.09297044,0.000070822534,0.00002611534,0.0002373027,0.00050746626],"about_ca_topic_score_codex":0.000041797695,"about_ca_topic_score_gemma":0.000072795236,"teacher_disagreement_score":0.44095105,"about_ca_system_score_codex":0.00027498975,"about_ca_system_score_gemma":0.00078676775,"threshold_uncertainty_score":0.9998918},"labels":[],"label_agreement":null},{"id":"W7143939085","doi":"10.24794/00002204","title":"An inspection report for University of Western Ontario and Canadian Center for Activity and Aging","year":2009,"lang":"ja","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Center (category theory); Work (physics); Government (linguistics); Agency (philosophy)","score_opus":0.019373850934257083,"score_gpt":0.26903983459161174,"score_spread":0.24966598365735465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7143939085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98100454,0.00028283,0.009242286,0.0024454538,0.0018264183,0.0011876936,0.0032472576,0.000052778345,0.00071076717],"genre_scores_gemma":[0.992032,0.000100404606,0.0033954498,0.000115179886,0.0006930957,0.0000046397395,0.0025810257,0.000012730814,0.0010655089],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99841857,0.00003146271,0.00031340064,0.00060864596,0.00028098963,0.00034694647],"domain_scores_gemma":[0.9982157,0.00009894198,0.00022804584,0.00046993507,0.00051115826,0.0004762423],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028774783,0.00023962895,0.00035773148,0.00017645075,0.0007956443,0.0000723497,0.00010606538,0.00015730517,0.000009243901],"category_scores_gemma":[0.00027446428,0.00028125956,0.00006233924,0.0001170395,0.00039506098,0.0011272723,0.00004457129,0.00022041418,6.7007835e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0056115277,0.0016457055,0.894754,0.0017688036,0.00081887323,0.00350923,0.010030781,0.000085029926,0.046092466,0.007170536,0.003523108,0.02498992],"study_design_scores_gemma":[0.0052416995,0.001190388,0.6798668,0.0011448215,0.00049785397,0.0028355536,0.0006015902,0.0006172825,0.004200346,0.00008164425,0.30323464,0.0004874167],"about_ca_topic_score_codex":0.54850346,"about_ca_topic_score_gemma":0.8772625,"teacher_disagreement_score":0.328759,"about_ca_system_score_codex":0.0011347565,"about_ca_system_score_gemma":0.002220524,"threshold_uncertainty_score":0.99996394},"labels":[],"label_agreement":null},{"id":"W7151701044","doi":"","title":"Senatvinio silpnumo sindromo įtaka vyresnio amžiaus pacientų pooperaciniams rezultatams po planinės širdies operacijos","year":2021,"lang":"en","type":"dissertation","venue":"Lithuanian University of Health Sciences","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Deep vein; Pulmonary embolism; Cardiac surgery; Heart failure; Thrombosis; Atrial fibrillation; Cardiopulmonary bypass; Cardiac arrhythmia","score_opus":0.027441899631548902,"score_gpt":0.3029182608260489,"score_spread":0.2754763611945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7151701044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9446407,0.0049157143,0.00003590086,0.008216804,0.0024410766,0.0014348517,0.00053527276,0.00020878793,0.037570875],"genre_scores_gemma":[0.8870799,0.0024615212,0.0063039367,0.0011961214,0.00024787325,0.0000023513153,0.0028469088,0.000073940675,0.09978743],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99498177,0.0003054957,0.0008124739,0.0013216132,0.0015792898,0.000999389],"domain_scores_gemma":[0.9969274,0.00023931163,0.00086388894,0.0007235203,0.0006688494,0.000577051],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010397771,0.0005581288,0.0014682917,0.0006511518,0.0012978769,0.00010271557,0.0008739554,0.0004280335,0.0006959913],"category_scores_gemma":[0.0003348446,0.0005691868,0.00030157994,0.0014597144,0.0008935735,0.00046857964,0.00015149613,0.0008178733,0.00012822366],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004323028,0.0056701493,0.09666368,0.03309352,0.002234751,0.008631652,0.465591,0.0005367985,0.004159895,0.0043051303,0.14121923,0.23357114],"study_design_scores_gemma":[0.0072699925,0.006903996,0.32307112,0.01744458,0.0006197657,0.0011148187,0.5095774,0.00060223095,0.0024247896,0.0001938464,0.12819527,0.0025821803],"about_ca_topic_score_codex":0.0058286274,"about_ca_topic_score_gemma":0.0068587037,"teacher_disagreement_score":0.23098896,"about_ca_system_score_codex":0.00037059648,"about_ca_system_score_gemma":0.0033946557,"threshold_uncertainty_score":0.9996759},"labels":[],"label_agreement":null},{"id":"W7159739597","doi":"","title":"Оцінювання синдрому старечої астенії за допомогою шкали Frailty та Edmonton frail у пацієнтів похилого та старечого віку в невідкладній абдомінальній хірургії","year":2023,"lang":"en","type":"article","venue":"The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Frailty syndrome; Negative correlation; Older people; Geriatrics; Severity of illness; Scale (ratio)","score_opus":0.11550225230866586,"score_gpt":0.3713841224816845,"score_spread":0.25588187017301867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7159739597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9080521,0.0006654558,0.0001833818,0.04761206,0.0027540515,0.0016960998,0.0010084056,0.0010759126,0.03695254],"genre_scores_gemma":[0.63971066,0.00030853794,0.00091500033,0.00043814475,0.00073329435,0.000013604902,0.0010199636,0.00008273022,0.3567781],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9908183,0.00052313955,0.0011803616,0.0018068396,0.0041936547,0.0014776984],"domain_scores_gemma":[0.99348015,0.0009716709,0.0006869896,0.0016618052,0.0025599906,0.0006393986],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.002353711,0.0008874544,0.0013072377,0.0014122471,0.0016016292,0.0002826552,0.0023251094,0.0006463942,0.004250895],"category_scores_gemma":[0.001970234,0.00075521733,0.0007357812,0.0031798615,0.0035472794,0.001251421,0.001462587,0.0011783008,0.0020714952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007450024,0.0044750595,0.026835464,0.0021094608,0.0027233586,0.0026094161,0.04689603,0.0020171122,0.07212406,0.13917243,0.6707302,0.022857405],"study_design_scores_gemma":[0.004384717,0.0011780715,0.06992732,0.0003282766,0.00039578194,0.00029474535,0.014757964,0.0018599626,0.0049865115,0.006521631,0.89411163,0.0012533601],"about_ca_topic_score_codex":0.000992222,"about_ca_topic_score_gemma":0.0013156247,"teacher_disagreement_score":0.31982553,"about_ca_system_score_codex":0.0006979117,"about_ca_system_score_gemma":0.0012801292,"threshold_uncertainty_score":0.99969816},"labels":[],"label_agreement":null},{"id":"W7161939028","doi":"10.82308/10983","title":"Can recent health service use predict postoperative complications in seniors undergoing colon cancer surgery?","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Colonic disease; Colorectal cancer; Complication; Cancer; Prospective cohort study","score_opus":0.04480730928921705,"score_gpt":0.3434092356661671,"score_spread":0.29860192637695004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161939028","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7660423,0.0008624529,0.000045968052,0.22077085,0.0016294939,0.0037881746,0.0004378002,0.00031229752,0.0061107],"genre_scores_gemma":[0.8543606,0.00830412,0.0012513989,0.053876545,0.00027562326,0.0011399444,0.03735947,0.00028357463,0.043148734],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.997499,0.00020438977,0.0007892265,0.00061255234,0.0004257643,0.0004690581],"domain_scores_gemma":[0.99735236,0.0007295535,0.00037386373,0.0005280282,0.0007150116,0.00030118914],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026591093,0.00038053317,0.000855555,0.00038506027,0.00014261057,0.00004638463,0.00012459022,0.00029921767,0.00031165202],"category_scores_gemma":[0.00040412942,0.00036068747,0.00008746409,0.0006851501,0.000024811494,0.00010284299,0.000019089059,0.0005944609,0.000035975252],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016798266,0.0016208027,0.2875001,0.008780647,0.0009473006,0.00007196427,0.040824287,0.0012167917,0.0012833939,0.0012132564,0.5897354,0.065126225],"study_design_scores_gemma":[0.002573847,0.00031423615,0.91668946,0.009766468,0.00017380687,0.00004121381,0.005834354,0.0014869678,0.000777705,0.000051096362,0.06140887,0.0008819689],"about_ca_topic_score_codex":0.068072915,"about_ca_topic_score_gemma":0.7902498,"teacher_disagreement_score":0.7221769,"about_ca_system_score_codex":0.001368158,"about_ca_system_score_gemma":0.003694298,"threshold_uncertainty_score":0.9998845},"labels":[],"label_agreement":null},{"id":"W7161944656","doi":"10.82308/53458","title":"Can administrative healthcare data be used to predict post-discharge emergency room visits in seniors with colon cancer?","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Care pathway; Health care; Healthcare system; Primary health care","score_opus":0.061652985716371796,"score_gpt":0.383591750942034,"score_spread":0.3219387652256622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161944656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9477748,0.00045037296,0.000004501428,0.036841396,0.0010791932,0.0054684454,0.00585363,0.00015936598,0.0023682776],"genre_scores_gemma":[0.8749587,0.00019864012,0.00045373145,0.001079976,0.0003088823,0.0007962622,0.053017236,0.00015374897,0.06903284],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9962033,0.00010264388,0.00082009117,0.0012569225,0.0009300526,0.00068695744],"domain_scores_gemma":[0.99679226,0.000054900735,0.0003293795,0.0013867497,0.00074766594,0.0006890709],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015897365,0.00063908176,0.0009517596,0.0003697299,0.000092521266,0.000031602176,0.0005862826,0.0004775733,0.0024257682],"category_scores_gemma":[0.00023904322,0.00051512435,0.000061818326,0.00064931647,0.000013683384,0.00023481107,0.000083588326,0.00081516756,0.00005360152],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010883393,0.0020377908,0.38934067,0.011663085,0.002020514,0.0007486416,0.1098311,0.00003161169,0.010150515,0.00054959697,0.44404447,0.018698614],"study_design_scores_gemma":[0.0077903764,0.010105678,0.8994427,0.008643931,0.00082656695,0.000074822594,0.053377844,0.00057814916,0.0071440306,0.00003053635,0.009566624,0.0024187483],"about_ca_topic_score_codex":0.07721724,"about_ca_topic_score_gemma":0.841683,"teacher_disagreement_score":0.76446575,"about_ca_system_score_codex":0.00042236954,"about_ca_system_score_gemma":0.002618865,"threshold_uncertainty_score":0.99973005},"labels":[],"label_agreement":null},{"id":"W7161960391","doi":"10.82308/52994","title":"A multicomponent de-frailing intervention for hospitalized cardiac patients","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Intervention (counseling); Context (archaeology); Stressor; Disease; Randomized controlled trial; Exacerbation; Population; Clinical trial","score_opus":0.012456433511827441,"score_gpt":0.31499950200866184,"score_spread":0.3025430684968344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161960391","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889627,0.00039020716,0.00026238902,0.00012143702,0.003183916,0.003111008,0.00015895058,0.00015958502,0.003649787],"genre_scores_gemma":[0.799026,0.00008557583,0.006898293,0.00019272555,0.0002987107,0.0025480294,0.056163844,0.00020782993,0.13457899],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99836874,0.000052603333,0.00047902224,0.0004008309,0.0004031543,0.00029566095],"domain_scores_gemma":[0.99904263,0.00008550305,0.00021694944,0.00030025098,0.00023843393,0.000116212585],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020154995,0.00026217406,0.0005202041,0.00018377582,0.00009886679,0.000023144954,0.00011571665,0.00019582965,0.0010199535],"category_scores_gemma":[0.00034699248,0.00026100726,0.0006682243,0.00007918939,0.000009959217,0.000048516977,0.00003150911,0.0002889996,0.000018694835],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.016879892,0.011823826,0.15548179,0.026557421,0.0064678593,0.000060403883,0.026955783,0.000071662165,0.008244156,0.0008105131,0.13528238,0.6113643],"study_design_scores_gemma":[0.044116072,0.0056642564,0.72186375,0.0038624317,0.003976241,0.0000061757523,0.011739656,0.0040528337,0.011869839,0.0004993398,0.19022316,0.0021262364],"about_ca_topic_score_codex":0.0003553588,"about_ca_topic_score_gemma":0.00006160497,"teacher_disagreement_score":0.6092381,"about_ca_system_score_codex":0.0004553629,"about_ca_system_score_gemma":0.00008543846,"threshold_uncertainty_score":0.9999842},"labels":[],"label_agreement":null},{"id":"W7161971533","doi":"10.82308/37542","title":"The frailty of constructs and the construct of frailty in geriatric medicine and research","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Construct (python library); Geriatrics; Context (archaeology); Health care; Conceptual framework; Clinical Practice; Multimorbidity; MEDLINE; Underpinning","score_opus":0.05317608922723976,"score_gpt":0.38775698480624304,"score_spread":0.3345808955790033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7161971533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9183977,0.015837394,9.776093e-7,0.005473541,0.0004881927,0.001922054,0.00004626948,0.000015384616,0.057818457],"genre_scores_gemma":[0.981427,0.0070767296,0.00019580606,0.000115075054,0.000098243894,0.000093115916,0.00017799977,0.00003871404,0.010777278],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9967069,0.0005146404,0.0009198816,0.00038705996,0.0011542531,0.0003172745],"domain_scores_gemma":[0.99365425,0.004768952,0.0003815398,0.00060922577,0.0004906919,0.00009535683],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0026960461,0.00024224553,0.00093190203,0.0004786537,0.0002080609,0.000013449206,0.00028345754,0.00023190628,0.0008350852],"category_scores_gemma":[0.0035184228,0.00012513278,0.000066129716,0.0008877968,0.0032846257,0.000037187066,0.00015247332,0.001232778,7.886112e-7],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025525993,0.00042839147,0.06732079,0.013105315,0.0020755532,0.00019776035,0.077439226,0.0000034709171,0.015712857,0.30056208,0.07008184,0.42754674],"study_design_scores_gemma":[0.072932884,0.0037665858,0.49181128,0.0049345377,0.0014106944,0.00095296034,0.31882903,0.0005308986,0.010031113,0.0465499,0.047144756,0.0011053844],"about_ca_topic_score_codex":0.003455456,"about_ca_topic_score_gemma":0.0022245273,"teacher_disagreement_score":0.42644134,"about_ca_system_score_codex":0.00005371797,"about_ca_system_score_gemma":0.00050090626,"threshold_uncertainty_score":0.99942786},"labels":[],"label_agreement":null},{"id":"W7162007263","doi":"10.82308/48386","title":"The Role of Anticholinergic and Sedative Burden in Frailty and Cognitive Outcomes in Middle-aged and Older Adults with HIV","year":2025,"lang":"en","type":"dissertation","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Anticholinergic; Sedative; Odds ratio; Cognition; Logistic regression; Cognitive decline; Geriatrics","score_opus":0.010121869623963676,"score_gpt":0.2721576822343165,"score_spread":0.26203581261035286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162007263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882563,0.0031178114,0.0000029452917,0.00041611152,0.00003674676,0.0013189791,0.000062143365,0.000015243588,0.0067737354],"genre_scores_gemma":[0.98303217,0.0007388097,0.0001414672,0.00007773679,0.000015528258,0.00007206004,0.00038833026,0.000023860526,0.015510014],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985887,0.00007831939,0.00042056825,0.00044966897,0.00024240716,0.00022035958],"domain_scores_gemma":[0.9985966,0.0008164071,0.00016401208,0.00017053122,0.0001795036,0.00007292741],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016179278,0.0003160433,0.00069281476,0.00028385292,0.00004826226,0.00002604278,0.000063031155,0.00023307878,0.000015766862],"category_scores_gemma":[0.00041486407,0.00019579048,0.000026775635,0.00023928302,0.00015162838,0.00008237443,0.000039930517,0.0004740339,5.402837e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0046826247,0.0002547835,0.88531905,0.0020926064,0.000494796,0.00007617936,0.05573553,0.0000014872628,0.0002320092,0.00017445764,0.000070240996,0.05086621],"study_design_scores_gemma":[0.009106115,0.00021617967,0.9088523,0.0072466237,0.00021480452,0.000009674445,0.072542034,0.00033726974,0.0011123768,0.00012030493,0.000026311627,0.00021599435],"about_ca_topic_score_codex":0.0014660729,"about_ca_topic_score_gemma":0.021003213,"teacher_disagreement_score":0.050650213,"about_ca_system_score_codex":0.000021369042,"about_ca_system_score_gemma":0.000120009485,"threshold_uncertainty_score":0.9968609},"labels":[],"label_agreement":null},{"id":"W7162107475","doi":"10.82308/47228","title":"Evaluation and treatment frailty in hospitalized older adults with acute cardiac conditions","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cohort; Adverse effect; Randomized controlled trial; Prospective cohort study; Clinical trial; Cohort study; Disease; Intervention (counseling); Cardiovascular event","score_opus":0.015509883173811589,"score_gpt":0.3265070755280694,"score_spread":0.3109971923542578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7162107475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9673764,0.0015729924,0.0000037933996,0.00040656913,0.0003527012,0.0031733508,0.00015508995,0.000065125416,0.026893944],"genre_scores_gemma":[0.91317606,0.0015455192,0.0008096815,0.000104704086,0.000119935146,0.0017399205,0.03877076,0.00008666082,0.043646786],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979208,0.00010729807,0.00034777075,0.0006292251,0.00074730837,0.0002475848],"domain_scores_gemma":[0.9985875,0.000062509396,0.00012860484,0.00041438037,0.00066200277,0.00014499473],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014469406,0.0003914181,0.0007291044,0.00022511049,0.000055538538,0.000037095604,0.00003933443,0.00032741713,0.0011474084],"category_scores_gemma":[0.00008512041,0.00030118963,0.00012262145,0.00026314252,0.000038100017,0.000102058184,0.000008363987,0.00021072416,0.000020024678],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011228018,0.0090104975,0.14797713,0.0045160633,0.030136976,0.0040631862,0.12508714,0.000049289698,0.004757561,0.0009894972,0.03122635,0.63095826],"study_design_scores_gemma":[0.018278932,0.0012152222,0.9595483,0.0036740436,0.005222669,0.000056077315,0.00754565,0.00034093452,0.0029331602,0.000054126678,0.000572151,0.0005587424],"about_ca_topic_score_codex":0.0009645018,"about_ca_topic_score_gemma":0.0051813433,"teacher_disagreement_score":0.8115712,"about_ca_system_score_codex":0.0004564283,"about_ca_system_score_gemma":0.00077620085,"threshold_uncertainty_score":0.99994403},"labels":[],"label_agreement":null},{"id":"W7163001103","doi":"10.2196/88921","title":"Guidance for Building Hospital at Home: Qualitative Descriptive Thematic Analysis of a pan-Canadian Community Participatory Workshop Series (Preprint)","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Internet Research","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Citizen journalism; Qualitative research; Participatory action research; Qualitative analysis; Community-based participatory research; Thematic map; Descriptive statistics","score_opus":0.1864023820570112,"score_gpt":0.4995455095737074,"score_spread":0.3131431275166962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7163001103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9750322,0.0010456858,0.005868473,0.01682377,0.00021942143,0.00049750623,0.000020566387,0.0000076196875,0.00048477418],"genre_scores_gemma":[0.9949876,0.00012405361,0.001868522,0.0001668076,0.00006969521,0.00005654988,0.000006116186,0.000014867159,0.0027057691],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.994365,0.0017610611,0.0011808802,0.0001964999,0.0019410487,0.00055553723],"domain_scores_gemma":[0.9903662,0.0059403502,0.00034150842,0.0005201388,0.0021305347,0.00070126436],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.016887883,0.0001570122,0.00094051845,0.0014536792,0.00013695797,0.000042508036,0.00093456986,0.0002365118,0.0006568811],"category_scores_gemma":[0.034289457,0.00012111544,0.0004297253,0.0014140293,0.001033009,0.00015451602,0.00041029076,0.0019356037,0.0000062720032],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0067399717,0.0038911025,0.083490685,0.0047461702,0.033811595,0.00083222,0.5923514,0.000099585464,0.0030599253,0.020949198,0.21437362,0.035654586],"study_design_scores_gemma":[0.012039677,0.00950342,0.14049359,0.03857568,0.004804314,0.00022872837,0.7092506,0.025217196,0.027695738,0.022152133,0.009221473,0.0008174227],"about_ca_topic_score_codex":0.011151317,"about_ca_topic_score_gemma":0.046609327,"teacher_disagreement_score":0.20515214,"about_ca_system_score_codex":0.00116515,"about_ca_system_score_gemma":0.0013285605,"threshold_uncertainty_score":0.9954335},"labels":[],"label_agreement":null},{"id":"W983234283","doi":"10.1007/s11606-015-3384-5","title":"Capsule Commentary on Shih et al., Functional Status Outperforms Comorbidities in Predicting Acute Care Readmissions in Medically Complex Patients","year":2015,"lang":"en","type":"letter","venue":"Journal of General Internal Medicine","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Comorbidity; MEDLINE; Intensive care medicine; Emergency medicine; Internal medicine","score_opus":0.05428010747126479,"score_gpt":0.3376878778682896,"score_spread":0.2834077703970248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W983234283","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1519909,0.00094566797,0.000032627417,0.8379033,0.0050559533,0.0005366617,0.00032916988,0.00002509713,0.0031805942],"genre_scores_gemma":[0.046245035,0.0009578428,0.000594634,0.93688935,0.008902265,0.000019208472,0.003570134,0.00012482736,0.0026966836],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.992686,0.00036929376,0.0024176857,0.0004689474,0.0032643965,0.000793702],"domain_scores_gemma":[0.9962499,0.00034820402,0.0012250545,0.00042855725,0.0010296212,0.00071866333],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009689358,0.0006762453,0.0017752061,0.0014270138,0.000056690893,0.000025094996,0.00045958915,0.0005208356,0.0008976429],"category_scores_gemma":[0.0011361749,0.00046048802,0.00025795237,0.0002551747,0.000337079,0.0002376599,0.00018990031,0.00726113,0.0000129142245],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001163079,0.0002917707,0.05330383,0.00016150836,0.0004105867,0.0052215615,0.002608011,0.00006423027,0.00016701342,0.0000014916699,0.9346349,0.0019719996],"study_design_scores_gemma":[0.019389948,0.009018307,0.11249093,0.014572477,0.00038071955,0.0011382496,0.0014366946,0.00043919327,0.000061275474,0.000062157764,0.84056747,0.0004425836],"about_ca_topic_score_codex":0.0030332203,"about_ca_topic_score_gemma":0.0004722687,"teacher_disagreement_score":0.105745874,"about_ca_system_score_codex":0.00219545,"about_ca_system_score_gemma":0.00071308634,"threshold_uncertainty_score":0.9997847},"labels":[],"label_agreement":null},{"id":"W992437244","doi":"","title":"Vision in the Global Evaluation of the Frail Elderly Individual Hospitalized Following a Fall","year":2010,"lang":"en","type":"article","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire de Gériatrie de Montréal; Université de Montréal","funders":"","keywords":"Medicine; Gerontology; Physical medicine and rehabilitation","score_opus":0.025247900582713412,"score_gpt":0.3397882054366263,"score_spread":0.3145403048539129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W992437244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.976775,0.000051531086,0.0000287452,0.00634501,0.00050553813,0.00091776444,0.0000054053758,0.000020626585,0.0153503725],"genre_scores_gemma":[0.99853086,0.0000010458012,0.00060613535,0.0006452757,0.000058390757,0.000028793385,0.000010045959,0.000006967406,0.00011249338],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997871,0.00016694223,0.00026686062,0.00016938627,0.0013601099,0.00016571739],"domain_scores_gemma":[0.99915856,0.0000981006,0.00007407328,0.0005104697,0.0001246758,0.000034131448],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018260675,0.000104072686,0.00016230805,0.00003370574,0.0000461397,0.000024137462,0.00030777042,0.000115750925,0.00014293374],"category_scores_gemma":[0.0010123182,0.00005182984,0.00013972234,0.00035772994,0.00006313904,0.000093976305,0.00006423539,0.000274292,0.000013912258],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006539514,0.0005095103,0.89482546,0.000031229098,0.00010985369,0.0000075625803,0.0050079734,0.000013181703,0.0035530003,0.0014904442,0.0054272804,0.08895909],"study_design_scores_gemma":[0.0040462166,0.00025693566,0.9906601,0.00008975859,0.00021003661,0.00001576835,0.00056074193,0.0007579982,0.00041409789,0.0022316645,0.00068565714,0.00007103548],"about_ca_topic_score_codex":0.00056656596,"about_ca_topic_score_gemma":0.002728441,"teacher_disagreement_score":0.09583461,"about_ca_system_score_codex":0.000048969938,"about_ca_system_score_gemma":0.000168219,"threshold_uncertainty_score":0.21135595},"labels":[],"label_agreement":null}]}